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ORDERING BIN-MAPPED ESTs OF GROUP 3
CHROMOSOMES OF WHEAT USING SCAFFOLD
SEQUENCES
THESIS
SUBMITTED IN PARTIAL FULFILLMENT
OF THE REQUIREMENTS
FOR THE DEGREE OF MASTER OF SCIENCE
(AGRICULTURE)
IN
(GENETICS AND PLANT BREEDING)
BY
DEVKUMAR ARYA
DEPARTMENT OF GENETICS AND PLANT BREEDING
CHAUDHARY CHARAN SINGH UNIVERSITY
MEERUT - 250 004 (UP) INDIA
2018
Ch. Charan Singh University, Meerut
Department of Genetics and Plant Breeding
Dharmendra Pratap, Ph.D. Sachin Kumar, Ph.D.
Assistant Professor Assistant Professor
Certificate
This is to certify that this project report entitled “Ordering Bin-Mapped ESTs of Group 3
Chromosomes of Wheat Using Scaffold Sequences” submitted for the partial fulfillment of the
requirements for the degree of Master of Science (Agriculture) in the Department of Genetics and
Plant Breeding of Ch. Charan Singh University Meerut (U.P.) is a record of bonafide research work
carried out by Mr. Dev Kumar Arya under my supervision and that no part of this project report has
been submitted for any other degree or diploma.
The assistance and help received during the course of this investigation have been fully
acknowledged.
(Dharmendra Pratap) (Sachin Kumar)
Supervisor Co-supervisor
DEDICATED TO
MY BELOVED PARENTS
AND GRANDPARENTS
ACKNOWLEDGEMENTS
I would like to express my deepest gratitude to my supervisors, Dr. Dharmendra Pratap and Dr.
Sachin Kumar, Assistant Professors, Department of Genetics and Plant Breeding, Chaudhary
Charan Singh University, Meerut, for their supervision, continuous involvement, constructive
criticism, thesis writing and constant encouragement at every stage during the course of this study.
I am also grateful to Professor S.S. Gaurav, Head of department, Professor P.K. Sharma, (Ex-Head
and Dean Faculty of Agriculture; Professor Shailendra Sharma; Dr.Rahul Kumar; Emeritus
Professors P.K. Gupta, S.P. Singh, H.S. Balyan for their guidance and valuable help and motivation.
I am also thankful to all the lab members, my seniors, my colleagues including Mr. Vikas Kumar
Singh, Sushil Kumar, Rahul Kumar, Ms.Muskan Rastogi and technical & non-technical staff of the
Department of Genetics and Plant Breeding, Chaudhary Charan Singh University, Meerut, for their
time to time help during this study.
I also wish to express my gratitude to my parents and grandparents Mr.Veer Singh and Smt. Om vati
Devi, my brothers Mr.Dharm Singh, Prakash Chandera , Satypal Singh, Dinesh Kumar, Saini, Sanjay
Kumar Verma, Narender Kumar, Pushpender Kumar lodhi, Anuj Kumar, Naresh Kumar, Neeraj
Kumar, Satya Prakash, Yashpal Singh; my brother in low Mr.Dharmender Singh; my sisters
Mrs.Shakuntala, Ms.Chanderavati; my Nephew Aniket Singh, Jai Prakash, Sanjay Singh, Monu
Singh, Mayank Singh and Niece Kumari Seema, Poonam, Anjali, Mamta, Prinka, Priti, Sapna) for
their constant support and suggestions.
Date: 04 September 2018
Place: Meerut (Dev Kumar Arya)
CONTENTS
Chapter Page No.
1. INTRODUCTION 10-11
2. REVIEW OF LITERATURE 12-22
2.1. Taxonomic classification of wheat
2.2. Construction of expressed sequence tag ESTs
2.2.1. Isolation of messenger RNA
2.2.2. Isolation of eukaryotic mRNA via oligo (dT) - cellulose chromatography
2.2.3. Synthesis of first and second strand of cDNA
2.2.4. Integration of cDNA into a suitable vector
2.3. Applications of Expressed Sequence Tags
2.4. EST Databases.
2.5. DNA Based Molecular Marker
2.6. Expressed sequence tag-simple sequence repeats (EST-SSRs)
2.7. Uses of molecular marker
3. MATERIALS AND METHODS 23-25
3.1. Wheat ESTs Sequences
3.2. Sequence database
3.3. Criteria used for sequence alignment
3.4. Comparison of our results with the published results by Munkvoled et al (2004)
4. RESULTS AND DISCUSSION 26-34
4.1. Analysis of group 3chromosome bin-mapped EST that matched scaffold sequences in wheat
4.2. Order of bin-mapped EST
4.3. Comparison to previous deletion bin mapping of group 3 chromosomes
5. SUMMARY 35-36
6. REFERENCES 37-41
APPENDIX I. Details of bin-mapped wheat ESTs of chromosome 3A and their matching to 3A
scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. 42-52
APPENDIX II. Details of bin-mapped wheat ESTs of chromosome 3B and their matching to 3B
scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. 53-65
APPENDIX III. Details of bin-mapped wheat ESTs of chromosome 3D and their matching to 3D
scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. 66-77
LIST OF TABLES
Table 2.1. A summary of the number of ESTs belonging to genomes of some important plant species
available in NCBI database (updated on June 12, 2018)
Table 3.1. Distribution of ESTs among the homeologous group of wheat
Table 4.1. Summary of BLAST results of bin mapped wheat EST with scaffold sequences
Table 4.2. Differences in mapping results between present study and earlier study by Munkvold et al.
(2004) using 1,268 ESTs of group 3 chromosomes
Table 4.3. Number of ESTs mapped earlier in the deletion bins of group 3 chromosome now matched
to other groups of wheat chromosomes
LIST OF FIGURES
Figure 2.1. Synthesis of first and second strand of cDNA.
Figure 2.2. Modification of cDNA termini using linkers.
Figure 3.1. ESTs showing top single hit from the alignments were allocated to specific bins of wheat
chromosomes 3A, 3B and 3D.
Figure. 3.2. A query sequence subject to BLAST (for instance, EST ID No: BF145392) against the
wheat genomic sequence in ensemble Gramene, it splits into 4 different segments (1, 2, 3 and 4) as
per matching found in wheat genomic sequence and considered as HSPs. These HSPs covers the
query sequence as following, 1' HSP cover 53bases, 2' cover 185bases, 3' HSP cover 161bases and 4'
HSP cover 29bases. There are three gaps, one bet segments 1' and 2', second between 2' and 3' and
third one between 3' and 4' which is due to the presence of introns between the exons. The query
segments (1, 2, 3 and 4) of wheat EST sequence matching with segments (1' 2' 3' and 4') of wheat
genome sequence make longest consecutive HSP in correct order.
Figure 4.1. Distribution pattern of EST loci on deletion-bins of group 3 chromosome. The bin
fraction is indicated to the right of each chromosome. Numbers (red font) indicate EST loci; numbers
(green font) inside parenthesis are number of scaffolds matched. This figure is based on only those
ESTs having bin-mapped position and matched to scaffold sequences of group 3 chromosomes.
Figure 4.2. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold
sequence of chromosome 3A. The bin fraction is indicated to the left of chromosome 3A (green).
Scaffold (Scaffold_3 A_194186_96323-117325) is shown as vertical bar (blue) and aligned ESTs
(BE494219, BE406587, BE489130) are shown in red colour boxes. Name and size of aligned ESTs
and their sequence coordinates (start-end) are given to the right of scaffold.
Figure 4.3. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold
sequence of chromosome 3B. The bin fraction is indicated to the left of chromosome 3B (green).
Scaffold (Scaffold_3B_220619_140901-365343) is shown as vertical bar (blue) and aligned ESTs
(BE443132, BE497749, BF429274, BM138221) are shown in red colour boxes. Name and size of
aligned ESTs and their sequence coordinates (start-end) are given to the right of scaffold.
Figure 4.4. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold
sequence of chromosome 3D. The bin fraction is indicated to the left of chromosome 3D (green).
Scaffold (Scaffold_3D_249102_8066-30149) is shown as vertical bar (blue) and aligned ESTs
(BE445328, BE585734, BE489603) are shown in red colour boxes. Name and size of aligned ESTs
and their sequence coordinates (start-end) are given to the right of scaffold.
Figure 4.5: Diagram represented assignment for 68 EST to chromosome arms 3AS (21) and 3AL
(47). These EST were only assigned to chromosome 3A previously by Munkvold et al. (2004).
Figure 4.6. Diagram showed assignment for 33 EST to chromosome arms 3DS (9) and 3DL (24).
These EST were only assigned to chromosome 3D previously by Munkvold et al. (2004).
Figure 4.7. Diagram represented assignment for 179 ESTs to chromosome arms 3AS (69) and 3AL
(110). These ESTs were failed to hybridize with chromosome 3A in previous study by Munkvold et
al. (2004).
Figure 4.8. Diagram represented assignment for 149 ESTs to chromosome 3B. These ESTs were
failed to hybridize with chromosome 3B in previous study by Munkvold et al. (2004).
Figure 4.9. Diagram represented assignment for 165 ESTs to chromosome arms 3DS (56) and 3DL
(109). These ESTs were failed to hybridize with chromosome 3D in previous study by Munkvold et
al. (2004).
1. INTRODUCTION
Common or bread wheat (Triticum aestivum L.) is the most important staple food crop of the world
and is grown on about 230 million hectares land which is more than any other crop grown at
commercial level. After China, India occupies second rank in terms of wheat production in the world.
Being an important source of dietary fibers, wheat alone provides 20% of the calories and proteins in
our daily intake (Gupta et al. 2008).
Bread wheat is a hexaploid species possess three sets of seven homoeologous chromosomes
thus giving a total of 42 chromosomes. This hexaploid genome (2n=6x=42; AABBDD) of wheat
shaped from two separate spontaneous hybridization events where each hybridization event was
followed by chromosomes doubling (whole-genome duplication) and thus normal bivalent formation
at meiosis produced today’s wheat.
Wheat genome sequencing was initially considered challenging due to large size genome (~17
Gbp), high content of repetitive sequences (80%) and evolution. However, useful genomic resources
(DNA sequences) were developed and molecular maps (cytogenetic, genetic and physical) were
prepared by several labs utilizing a variety of molecular markers. In the beginning, molecular linkage
maps based on restriction fragment length polymorphism (RFLP) analyses were developed for all the
21 wheat chromosomes (Devos and Gale 1993; Xie et al. 1993; Nelson et al. 1995). To expedite the
whole-genome sequencing of wheat, many researchers were turned to produce transcript sequences of
cDNA library generated from mRNA. Single-end (either 5’ or 3’) sequences of cDNAs are
recognized as expressed sequence tags (ESTs), which proved a powerful recourse for discovery of
genes in wheat genome. As a result, a major research project funded by National Science Foundation,
USA generated and deposited 1,17,000 wheat EST sequences in the NCBI EST database (db). At the
end of this project, ~16,000 EST loci from 7,104 EST representing wheat unigenes were physically
mapped to individual chromosome using 42 nullisomic-tetrasomic lines, 42 ditelosomic lines and 436
deletion lines of Chinese Spring (Sears 1954; Endo and Gill 1996; Qi et al. 2004). Integrated physical
maps based on SSR markers have also been prepared and a comparison of these maps with the
available genetic maps has been carried out (Balyan et al. 2008; Gupta et al. 2008c). On the
availability of EST sequences in databases, these were searched for identification of simple sequence
repeats (SSRs) or microsatellites. Primers flanking SSRs were synthesized and extensively used for
preparation of wheat genetic maps (Somars et al. 2004; Torada et al. 2006). The SSRs belonging to
both the expressed sequence tags (ESTs) and genomic survey sequences (GSSs) have later been used
for construction of SSR-based physical maps of wheat genome (Sourdille et al. 2004; Goyal et al.
2005; Song et al. 2005; Mohan et al. 2007). Integrated physical maps based on SSR markers were
prepared and comparison of these maps with the available genetic maps was carried out (Balyan et al.
2008).
In the absence of availability of the whole genome sequence of bread wheat, initially rice was
tried as a model system because of its small genome size and due to the availability of the whole
genome sequences for rice genome. However, recently Brachypodium distachyon (purple false
brome, has later emerged as a better model system for the study of temperate grasses. This was
particularly, due to several of its desirable biological features and its phylogenetic position (Huo et al.
2008). It is postulated that relative to rice genome, brachypodium genome may exhibit a much higher
level of colinearity and synteny to the genomes of temperate cereal crops. In the past few years,
considerable efforts have gone into developing brachypodium as a model system and large numbers
of genomic resources have been created (Kumar et al. 2009).
During the past decade, International Wheat Genome Sequencing Consortium (IWGSC) has
adopted chromosome-based strategy for sequencing the entire 21 wheat chromosome. The
Consortium utilized flow-cytometry approach in which an individual chromosome or chromosome
arm was isolated and constructed bacterial artificial chromosome (BAC) libraries (Dolezel et al.
2007; Safar et al. 2010) followed by generating physical maps and gap filling by sequencing the
minimum tilling path (MTP). Following different strategies for ordering the contigs/scaffolds along
the chromosome, reference genome sequences are being completed. Mapped molecular markers
played an essential to anchor and orient contigs/scaffolds.
Available chromosome scaffolds can now be used to order the wheat ESTs mapped to
deletion bins. As mentioned above, using a set of nullisomic-tetrasomic, ditelosomic and deletion
lines, 16,000 EST loci were bin-mapped (Qi et al. 2004). So far, the order of these EST within
deletion bin is not known. This problem can now be overcome by in silico ordering of these EST
against the scaffold sequences of respective chromosome. Therefore, present study was planned on
group 3 chromosome bin maps of wheat (Munkvold et al. 2004) with the following objective.
 In silico ordering of wheat ESTs mapped within deletion bins of group 3 chromosomes (3A, 3B
and 3D) using scaffold sequences available in Gramene database.
2. REVIEW OF LITERATURE
Wheat is a one of the most important stable food of just about two billion people ( 36% of the world
populations).Wheat is belong to a cereal grass of the Gramineae family but now day’s known as
(Poaceae) and the genus Triticum have many species as like, monococum, durum, eastivum etc.
Poaceae includes the other cereal crops such as Barley, Rice, Sorghum, Maize, Oat, Rye, Ragi etc.
and after the discovery of polyploid series in wheat (Sakamura,1918), the wheat genome analysis and
its wild relative were undertaken (Kihara,1954). After the establishment of agriculture cereals are
providing foods for mankind. Historians believed that wheat has been growing since Paleolithic times
and cultivated since 6000 years. I would like to current study, we reviewed the wheat ESTs; its origin
and utilization in crop improvement in several research programmes in future.
2.1. Taxonomical Classification of Wheat
Kingdom: Planate – Plants
Subkingdom: Tracheobionta – Vascular plants
Super division: Spermatophyta – Seed plants
Division: Magnoliophyta – Flowering plants
Class: Liliopsida – Monocotyledons
Subclass: Commelinidae
Order: Cyperales
Family: Poaceae – Grass family
Genus: Triticum L.
Species: aestivum
2.2. Construction of Expressed Sequence Tags ( ESTs)
The term expressed sequence tags (ESTs) first time given by Anthony Kerlavage (1991) at the
Institute for Genomic Research and later Mark Adams used EST in gene identification as well as in
Human Genome project. As we know that cDNA clones are derived from expressed genes (mRNA)
therefore after many studies of cDNA were realized that the partial sequence of cDNA clones can
also be used for identification of a particular region of DNA or new genes and that partial sequence
called as Expressed sequence tag (EST). Following are the important steps to generate EST
sequences.
1. Isolation of mRNA from the targeted tissue or plant.
2. Synthesis of first and second strand of cDNA.
3. Integration of cDNA into a suitable vector.
4. Cloning of cDNA in a suitable vector.
5. Selection of contigs randomly from the colony.
6. Sequencing of either one end of contigs (3’ or 5’) or both.
2.2.1. Isolation of messenger RNA: Sequences of cDNA are types of DNA molecules which are
synthesized from mRNA templates. For production of cDNA libraries are constructed by synthesis
of cDNA from purified cellular mRNA. In case of eukaryotic genes these libraries as alternative
strategy for gene isolation. Basic characteristics of eukaryotic mRNAs is that, it carry 3′-poly(A)
tails and 5’ cap, with the help of these features mRNA can be selectively isolated from preparations
of total cellular RNA by oligo(dT)-cellulose chromatography.
2.2.2. Isolation of eukaryotic mRNA via oligo (dT): cellulose chromatography. Steps for mRNA
isolation are as follows (A) In this step the poly (A) tail of eukaryotic mRNA will anneal with short
oligo (dT) chain which is covalently to an insoluble chromatographic matrix for instance cellulose, by
adding total RNA into 0.5 M Nacl. As we know that there are other RNAs also present which will
pass right through the chromatography column. (B) There will be other contaminants and for
removing it we have to wash the column with 0.5 M NacCl. (C) By washing the column with water
we can recover the poly (A) mRNA, because as we know that base pairing between oligo dT and poly
(A) tail is unstable in low ionic strength. (http://www.biologydiscussion.com/ gene/gene-
libraries/dna-gene-libraries-construction-genomic-libraries-and-cdna-libraries/12419).
2.2.3. Synthesis of first and second strand of cDNA: It is known that mRNA cannot be cloned and
also not a substrate for DNA ligase, therefore it is required to convert mRNA into cDNA before
insertion into a suitable vector with the help of reverse transcriptase (RNA-dependent DNA
polymerase) obtained from avian myeloblastosis virus. The process of constructing cDNA is as
follows and presented in (Fig.2.1).
i. First short Oligo (dT) primer is annealed to the Poly (A) tail on the mRNA, which is the basic
characteristics of mRNA.
ii. After that reverse transcriptase will come and bind with olio dT primer and extends the 3´-end
of the primer and construct mRNA and cDNA hybrid.
iii. After that there will an enzyme called RNase H or Alkaline hydrolysis which will remove
the mRNA strand, and result ss-cDNA molecule.
iv. Now ss-cDNA serves as its own primer generating a short hairpin loop at the end. As DNA
polymerase will come, it start the synthesis of next strand of cDNA and the single stranded ss-
cDNA is then converted into double stranded (ds) cDNA.
Figure 2.1. Synthesis of first and second strand of cDNA.
2.2.4. Integration of cDNA into a suitable vector: Double stranded cDNA will trimmed with S1
nuclease to make blunt–ended ds-cDNA molecule and the blunt-ended cDNA obtained are next
modified to ligate into a vector to prepare ds-cDNA for cloning. So far study gives idea that blunt-
end ligation is ineffective, short restriction-site linkers are first ligated to both ends. Linker is a
double-stranded DNA segment has a recognition site for a particular restriction enzyme. Linker is 10-
12 base pairs long prepared by hybridizing chemically synthesized complementary oligonucleotides
(Fig.2.2). Blunt ended ds-cDNAs are ligated with the linkers by the DNA ligase from T4
Bacteriophage.
Figure 2.2. Modification of cDNA termini using linkers.
Double-stranded cDNA with linkers at both ends are treated with a restriction enzyme specific for the
linker generating cDNA molecules produce sticky ends. Ligation of the digested ds-cDNA into a
vector is the final step. The vectors should be restricted with the same that was used for linkers.
The transformed bacteria are plated and grown on nutrient media and it will construct cDNA library
and after it plasmids are isolated from randomly selected individual’s clones. The cloned cDNA can
then be sequenced either from 5’ or 3’ end or from both ends simultaneously. Curetted ESTs are a
collection of random cDNA sequences of different lengths and many are derived from identical
transcripts.
2.3. Applications of Expressed Sequence Tags
ESTs (expressed sequence tags) can be used as functional DNA arrays for the analysis of whole
genome of a species.
1. ESTs are most commonly used to locate a gene rapidly and accurately.
2. ESTs are use as genome searching tool.
3. For identification of position of genes.
4. For to find out gene responsible for disease.
5. ESTs used in similarity searches.
6. For identification of new genes.
ESTs commonly used as a source of Sequence Tagged Sites (STSs) because of their uniqueness in an
individual’s genome. The most powerful technique for genome mapping is STS mapping.
2.4. EST Databases
Generally anonymous ESTs are each a single-pass (either from 5’ or 3’) sequence 200-700 bp long
(Adams et al. 1991). For development of molecular markers belonging to the transcribed region of a
genome, EST databases represent one of the valuable resources, so that they are likely to be
conserved across a broader taxonomic range (Gupta and Rustgi 2004). EST analysis has also good
approach for annotation, comparative genomics and gene discovery in all organisms, irrespective of
their genome size (Ewing et al. 1999; Fernandes et al. 2002). In plants total 25476503 ESTs and out
of them, wheat has 1407485 ESTs generated and deposited in the National Center for Biotechnology
Information (NCBI) databases (http://www.ncbi.nlm.nih.gov) (Table2.1). For development of
molecular marker, wheat ESTs which are available in databases constitutes an essential resource
(Gupta and Rustgi 2004). Lots of SSRs and SNPs have been identified in the EST sequences via in
silico approaches and leading to the development of EST-SSR and EST-SNP markers (Rafalski
2002a, b; Gupta and Rustgi 2004; Rustgi et al. 2009; Kumar S, P.hD, Thesis, 2012).
Table 2.1. A summary of the number of ESTs belonging to genomes of some important plant
species available in NCBI database (updated on June 12, 2018)
Common name (Scientific name) Family Number of ESTs
Einkorn wheat (Triticum monococcum) Poaceae 11,190
Durum wheat (T. turgidum) Poaceae 20013
Bread wheat (T. aestivum) Poaceae 1407485
Barely (Hordeum vulgare) Poaceae 94117
Rice (Oryza sativa) Poaceae 1260567
Maize (Zea mays) Poaceae 2020455
Sorghum (Sorghum bicolor) Poaceae 210892
Mustard (Brassica rapa) Brassicaceae 106811
Potato (Solanum tuberosum) Solanaceae 256010
Tomato (Solanum lycopersicon) Solanaceae 300665
Oats (Avena sativa) Poaceae 25368
Soybean (Glycine max) Fabaceae 1474265
Rye (Secale cereale) Poaceae 9311
Onion (Allium cepa) Liliaceae 20204
Cotton (Gossypium hirsutum) Malvaceae 338644
Takacs et al. (2008) Provided a simplified procedure of complementary DNA (cDNA) cloning, easily
scalable to very different sizes of plant tissue. They extracted the mRNA from a single wheat kernel
with oligo DT magnetic beads, transcribed the mRNA into single-strand cDNA with the help of
reverse transcriptase enzyme (It is responsible for the reverse transcription) and then DNA tags were
incorporated into the ds cDNA fragments for proceeding to PCR amplification. The amplified DNA
was ligated to a poly (T) overhang cloning vector and some of the resulting clones were sequenced
with the help of BLASTN these sequences were identified in wheat EST databases.
Munkvold et al.(2004) The wheat homoeologous group 3 chromosomes are among the
largest in physical size (Dvorˇa´k et al. 1984; Gill et al.1991). According to earlier study gene density
has been found to be higher figat the ends of these chromosomes (Gill et al. 1993; Lukaszewski and
Curtis 1993). A number of important traits are known to be controlled by loci on these chromosomes,
including grain yield and seed weight (Berke et al. 1992a,b), seed dormancy (Osa et al. 2003) kernel
color (Sears 1944; Nelson et al.1995). Wheat homoeologous group 3 indicate that this group is the
most conserved in gene content, order and wheat group 3 chromosomes are most closely related to
barley (Hordeum vulgare L.) chromosome 3 (Devos and Gale 1993; Nelson et al 1995),rice (Oryza
sativa L.) chromosome 1 (Devos et al. 1992). Complementary DNA (cDNA) clones from expressed
sequence tags (ESTs) representing unigenes were used for mapping in the wheat genome using a set
of the wheat deletion stocks. Homoeologus group 3 distribution of EST loci among chromosomes.
The total number of loci 2266 were mapped on the homoeologous group 3 chromosomes. The
mapped EST 322,193,429,274, and 361,231 chromosomes were mapped to 3AL,3AS, 3BL, 3BS, and
3DL, 3DS and these respectively identified 634, 884 and 748 loci. An overall average of 2.28 EST
loci were mapped to each group 3 chromosomes with independently calculated average of 1.23 for
3A, 1.26 for 3B, and 1.26 for 3D. On the basis of value of Chi-Square analyses, significantly fewer
ESTs and loci mapped to 3A (P< 0.001) than would be expected on the basis of physical size of
chromosome and significantly more ESTs were mapped to 3D (P <10-5
). The EST distributions
followed similar patterns within chromosomes 3A and 3B On the basis of physical size of the
deletion bins. The 996 ESTs mapped to the group 3 chromosomes accounted for 765 additional loci
located in the remaining group 6 chromosomes. In case of comparison study between wheat and rice
analysis of the BLASTN results from the mapped group 3 unigenes against the rice genome indicated
that the group 3 chromosomes share the highest level of homoeology with rice chromosome 1 and
another comparison between wheat and arabidopsis BLASTN comparison of the 5655 mapped-EST
unigenes against the Arabidopsis coding region database revealed 1182 (21%) significant matches.
When only mapped-EST unigenes for group 3 were considered, 204 out of 988 (20.6%) significantly
matched coding region of Arabidopsis thaliana.
Devos et al. (1992) Construct the genetic maps of chromosomes group 3 of wheat and
chromosomes group 3 of rye were developed using 22 DNA probes, two isozyme marker systems
and all techniques of DNA extraction, restriction enzyme digestion, gel electrophoresis, southern
transfer, probe labelling and filter hybridization were as described by Sharp et al. (1988) and their
modification. Analysis of the 49 loci mapped showed extreme clustering around the centromere in all
four maps, with large 'gaps' in the distal chromosome regions, which is interpreted as being due to
strong localisation of recombination towards the ends of the wheat and rye chromosomes. A
comparison of cDNA and genomic probes showed the latter to be much more efficient for revealing
RFLP. In addition to anonymous DNA clones, the locations of known function clones,
sedoheptulose-l,7-bisphosphatase (XSbp), carboxypeptidase I (XCxpl) and a bZIP protein (XEmbp),
were ascertained along with those for two isozyme loci, Mal-1 and Est-5.controlled by genes located
on the homoeologous group 3 chromosomes. One of the most important traits, red grain colour, is
controlled by genes on the long arms of chromosomes 3A, 3B and 3D (Sears 1944). These R genes
are particularly important because of their association with dormancy, and thus pre-harvest sprouting,
which is the most serious constraint to consistent grain quality in northern Europe and other
temperate wheat growing areas. Other important genes located on 3D include sl, which defines the
sphaerococcum spike type characterising 'shot' wheat, on the long arm and ph2, the second most
potent chromosome pairing control gene, on the short arm (Sears 1982). Several isozyme loci are also
located on the homoeologous group 3 chromosomes. Est-5 (Ainsworth et al. 1984) and Per-3 are
highly polymorphic and are hence of potential value in intervarietal comparisons, while the Est-1,
Est-2, Got-3, Hk-2, Pde-1, Tpi-l, Mal-1, Ndh-3, and Ndh-4 isozyme loci have potential for use in
inter-genomic chromosome manipulation. The development of extensive genetic maps in wheat has
been hampered by the large genome size, the large number of linkage groups, and the relatively low
levels of variation shown in restriction fragment length polymorphism (RFLP) analysis (Chao et al.
1989).
Osa et al. (2003) As we know that PHS (Pre-harvest sprouting is the premature germination
of wheat seeds so that the embryo starts growing while still on the head in the field) is a most
important problem in many wheat growing areas, downgrading of quality of seed and several
limitations in end use application. Seed dormancy in wheat is governed by many genes, and in a few
cases these genes have been mapped to specific chromosome regions. It is also known that the seed-
color R genes are located as homoeologous loci on the long arms of group 3 chromosomes (Sears
1954; Nelson et al. 1995). Using NILs (Near-isogenic lines) for the R genes (Flintham et al. 2000)
and (Watanabe and Ikebata, 2000) found that these genes have direct effects on dormancy. Several
quantitative trait locus (QTL) have been detect for PHS which are co-localized with the R genes
(Nelson et al. 1995; Groos et al. 2002). The chromosome 3A map was constructed on the basis of the
genotypic classifications for the RIL population. Nineteen marker loci covering approximately 250
cM were mapped. RFLP analyses of ditelosomic stocks available in Chinese Spring demonstrated
that the centromere was assigned within the marker interval between Xgwm5 on the short arm and
Xpsr394 on the long arm. There are five loci consisting of four RFLP markers and a SSR locus were
mapped on the short arm, and ten RFLP and three SSR markers were assigned together with taVp1
on the long arm. Map position of taVp1 using a wheat cDNA clone taVp1, isolated by Dr. N.
Kawakami (unpublished data), was used as a probe to determine the chromosomal location of the
taVp1 locus. When DNAs from CS and Zen were digested with multiple restriction enzymes, taVp1
hybridized to three fragments in most cases, indicating that the taVp1 gene is present as a single copy
in each of the A, B and D genomes. When digested with HindIII, CS had a marker band of about 20
kbp, whereas Zen lacked it. Nullisomic and ditelosomic analyses indicated that this marker band was
encoded by the gene located on 3AL. taVp1 was mapped in the middle of the long arm of
chromosome 3A 84.8 cM from the centromere. Using qgene analysis we deduced one putative QTL
associated with seed dormancy. The QTL, designated QPhs.ocs-3A.1, was identified within the
marker intervals between Xbcd1380 and Xfbb370 (GC’00), Xfbb370 and Xbcd907 (GC’01) in the
terminal region of the short arm. The Zen alleles at the QPhs.ocs-1 contributed to keeping seed
dormancy.
Ogihara et al.(2004) Constructed 24056 expressed sequence tags (ESTs), from young
spikelets of Chinese Spring wheat. They grouped these ESTs into 3605 contigs and 1902 gene
clusters. In addition, they pooled the RNAs extracted from the 17 different tissues of Chinese Spring
wheat and constructed new full-length cDNA library, and they sequenced the 19,968 clones from
both ends (5’ and 3’) and classified these sequences into 25,502 contigs with the help of phrap
method, and 15,197 gene clusters with the BLASTN. Then, they assembled these gene clusters into
the 7,149 unigene clusters, and they sequenced 4,168 cDNAs entirely, out of the 7,149 genes, and
ultimately they found that 18.7 % of the full-length cDNAs were unique against 32,881 EST database
of common wheat. In addition, when they searched the homology against the rice full-length cDNA
databases, (KOME) then, 8.9 % of wheat cDNAs were unique. This result depicts that full-length
cDNA library of common wheat might provide an efficient source to study the comparative
functional genomics of cereal crops.
Gupta and Rustgi (2004), EST Databases represent potentially valuable resource for the
development of molecular markers related to the written area of the genome so that they can be
preserved in the broad taxonomic range. In the databases wheat ESTs are available an essential
resource for the development of molecular marker. Using in silico approaches, SSRs and SNPs have
been identified in the EST sequences leading to the development of EST-SSR and EST-SNP markers
(Rafalski 2002; Gupta and Rustgi 2004; Rustgi et al. 2009).
2.5. DNA Based Molecular Marker
A DNA marker is a small piece of DNA which can be used to detect the polymorphism of particular
sequences among DNA samples. DNA-based molecular markers have a number of desirable
characteristics, which include the following: (i) molecular marker should be available in large
number, (ii) molecular marker should be highly polymorphic in nature, (iii) molecular marker should
show dominant and co-dominant inheritance (Co-dominant are most useful), (iv) molecular marker
should be randomly or frequently distributed throughout the genome, (v) molecular marker should be
simple, quick and inexpensive, (vi) molecular marker need small amount of DNA, (vii) molecular
marker should be provide adequate resolution of genetic differences, (viii) molecular marker should
not influenced by the environment, (ix) molecular marker should be detectable at all stages of plant
growth and (x) molecular marker should show high reproducibility.
2.6. Expressed sequence tag containing simple sequence repeats
Expressed sequence tags (ESTs) provided a new opportunity for gene discovery, genome annotation,
comparative genomics, gene mapping and tagging, evolutionary studies, marker assisted selection
(MAS), positional cloning of genes, etc. in all organisms, irrespective of their genome size (Adams et
al. 1992; Ewing et al. 1999; Fernandes et al. 2002). As we know that ESTs are obtained by partial
sequencing of random cDNA clones. Once it generated, we can use it in cloning the specific genes of
interest and synteny mapping of functional genes with various related organisms. There are two
programs availale at Gramene website like, MISA (MIcroSAtellites), written in Perl 5 script and
simple sequence repeat information tool (SSRIT), where we can search for SSRs in EST sequences.
For amplifying the SSR loci located within the genes, SSRs derived from ESTs (EST-SSRs) can be
used as locus specific primers. They are sorted in silico with ease, unbiased in repeat type, present in
genic regions of the genome, and are more likely to produce amplicon from the coding region of the
genome than those designed from noncoding sequences (Yu et al. 2004; Zhang et al. 2005; Parida et
al. 2006). However, the species which have sufficient numbers of ESTs in the database are the good
source of generating EST-SSRs. EST-SSR markers have been reported in several plant species
including grape, wheat, Arabidopsis, soybean, rice, maize, barley, cotton, sorghum (Scott et al. 2000;
Pillen et al. 2000; Eujayl et al. 2002; Holton et al. 2002; Kantety et al. 2002; Saha et al. 2004; Han et
al. 2006).
As we know that ESTs are constructed from expressed sequence that’s why EST-SSRs are
physically associate with coding regions of the genome, which can enhance the role of molecular
markers in mapping agronomically important loci. The frequencies of EST-SSRs vary from species
to species Cardle et al. (2000). Reported frequencies of EST-SSRs in rice (1 in 3.4 kb), maize (1 in
8.1 kb), soybean (1 in 7.4 kb), tomato (1 in 11.1 kb), poplar (1 in 14.0 kb), Arabidopsis (1 in 13.8 kb)
and cotton (1 in 20.0 kb). In bread wheat, the frequency of EST-SSRs ranged from 1 in 9.20 kb to 1
in 17.42 kb (Gupta et al. 2003; Gao et al. 2004; Parida et al. 2006). Frequencies of EST-SSRs in
different species vary because it may also depend on the criteria used to discover SSRs in the
sequence database. Since the last decade, EST-SSRs have been used for the study of genetic
diversity, transferability and mapping in a number of plant species, which include wheat, rice, maize,
oat, barley, sorghum, rye and Arabidopsis (Cardle et al. 2000; Hackauf and Wehling 2002; Holton et
al. 2002; Theil et al. 2003; Gao et al. 2004; Nicot et al. 2004; Bandopadhyay et al. 2004; Yu et al.
2004; Zhang et al. 2005; Peng and Lapitan, 2005; Mohan et al. 2007). In case of wheat, EST-SSR
based genetic maps have been developed by (Gao et al. 2004; Nicot et al. 2004; Yu et al. 2004; Xue
et al. 2008) and physical maps have been developed by (Yu et al. 2004; Qi et al. 2004; Peng and
Lapitan 2005; Mohan et al. 2007).
EST-SSRs were also used to study the impact of modern plant breeding on the allelic
diversity in wheat suggesting that allelic diversity has reduced in the transcribed portion of wheat (Fu
et al. 2005). EST-SSRs originated from coding region that’s why show higher level of transferability
(relative to gSSRs) across closely related genera (Holton et al. 2002) which implies their significant
potential for comparative mapping (Scott et al. 2000; Eujayl et al. 2002; Bandopadhyay et al. 2004).
In view of this, EST-SSRs were used for comparative mapping in rice and wheat (Yu et al. 2005).
Genes for important agronomic traits can be locate on chromosome map with the EST-SSRs mapping
(Holton et al.2002). Those EST-SSR markers, which are obtained from the non-coding portion of the
genome, they are less polymorphic than the genomic SSR (Eujayl et al. 2001
2.7. Uses of Molecular Marker
Molecular markers have been extensively used for a variety of purposes of genetic studies both in
animal and plant systems. During the last four decades (starting from 1980), In all these cases, the
ability of these markers to detect DNA polymorphism has been utilized For example (1) germplasm
characterization, (2) genetic/physical mapping DNA-based markers have also been used for
construction of genetic, cytogenetic and physical maps of genomes in a number of animal and plant
systems, (3) diversity analysis, gene tagging, (4) genome-wide QTL mapping, (5) association
analysis, (6) marker-assisted selection, (7) map based cloning, (8) study of evolutionary relationships
among genotypes of the same species or among different related species and genera.
3. MATERIALS AND METHODS
MATERIALS
3.1. Wheat ESTs Sequences
A total of 8,210 wheat ESTs representing deletion bin-mapped ESTs (Table 3.1) belonging to all the
seven homoeologous groups of wheat were retrieved from GrainGenes-SQL database
(http://wheat.pw.usda.gov/cgi-bin/westsql/map_locus_rev.cgi). The allocation of these mapped wheat
ESTs in deletion bins was also obtained from the same database and from wEST-SQL
(https://wheat.pw.usda.gov/wEST/binmaps/). Of the 8,210 bin-mapped wheat ESTs, 1,283 those
belonged to chromosomes 3A, 3B and 3D (See Table 3.1) were used in the present study to determine
their order within bins of these chromosomes.
Table 3.1. Distribution of ESTs among the homeologous group of wheat
Homoeologous
group
Homoeologous
chromosome
Number of ESTs bin-mapped
1 1A, 1B, 1D 1123
2 2A, 2B, 2D 1288
3 3A, 3B, 3D 1283
4 4A, 4B, 4D 1190
5 5A, 5B, 5D 1247
6 6A, 6B, 6D 945
7 7A, 7B, 7D 1134
Total 8210
3.2. Sequence database
Above 1,283 bin-mapped wheat ESTs of homoeologous group 3 were used for nucleotide BLAST
(BLASTN) in Gramene database (http://ensembl.gramene.org/Multi/Tools/Blast) containing
sequenced scaffold of wheat chromosomes. The alignment of each mapped wheat EST with scaffold
sequences of wheat chromosomes was carried out by using independently each mapped wheat EST as
a query sequence in BLASTN analysis.
METHODS
3.3. Criteria used for sequence alignment
The bin-mapped wheat ESTs (1,283) belonging to chromosomes of homoeologous group 3 were
subjected to sequence comparisons following BLASTN in ensemble Gramene database
(http://ensembl.gramene.org/Multi/Tools/Blast) containing whole genome sequences of wheat.
Default BLASTN search parameters [cut-off E (expectation) value of e-15] and bit score 100 were
used. ESTs showing top single hit from the alignments were allocated to specific bin of wheat
chromosomes 3A, 3B and 3D. (Fig. 3.1) In many cases of sequence alignment, we observed that one
EST sequence as query often contain many high scoring segment pairs (HSPs) may be due to
sequence redundancy or presence of duplication in the database. In such cases when many HSP in a
single alignment were observed, we carefully examined the sequence alignments of each BLAST
output and determined the perfect order of constitutive HSPs between the alignments of query and
subject sequences. An example of our approach, where a bin-mapped wheat EST sequence aligned
with several HSPs of its matching sequence in consecutive manner, is presented in (Fig. 3.2) A High-
scoring Segment Pair (HSP) is a local alignment (The alignment of a high-scoring region of two
nucleic acid or protein sequences) parameter of BLAST, which shows one of the highest alignment
scores in a given search without having any gap. When we BLAST the query sequence against any
genomic sequence then there are possibilities that our query sequence may aligned in more than one
part, that’s called HSP, it may be due to presence of introns because we blasted against the genomic
sequences which have both introns and exons, but on the other hand our query sequence has only
exons and exons will always match with exons.
Figure. 3.1. ESTs showing top single hit from the alignments were allocated to specific bins of wheat
chromosomes 3A, 3B and 3D.
Figure. 3.2. A query sequence subject to BLAST (for instance, EST ID No: BF145392) against the
wheat genomic sequence in ensemble Gramene, it splits into 4 different segments (1, 2, 3 and 4) as
per matching found in wheat genomic sequence and considered as HSPs. These HSPs covers the
query sequence as following, 1' HSP cover 53bases, 2' cover 185bases, 3' HSP cover 161bases and 4'
HSP cover 29bases. There are three gaps, one bet segments 1' and 2', second between 2' and 3' and
third one between 3' and 4' which is due to the presence of introns between the exons. The query
segments (1, 2, 3 and 4) of wheat EST sequence matching with segments (1' 2' 3' and 4') of wheat
genome sequence make longest consecutive HSP in correct order.
3.4. Comparison of our results with the published results by Munkvold et al (2004)
The results obtained in the present study was also compared with the results published by Munkvold
et al (2004) in relation to the EST mapping in the deletion bins of chromosomes 3A, 3B and 3D.
4. RESULTS AND DISCUSSION
4.1 Analysis of group 3 chromosome bin-mapped ESTs that matched scaffold sequences
Of the 1283 previously bin-mapped wheat EST sequences used for BLAST search, as many as 2168
EST loci were matched to the scaffold sequences of group 3 chromosomes. The summary of these
results are presented in Table 4.1 and Figure 4.1 and detailed information of the results are given in
Appendix I, II and III. Many of ESTs had loci mapping to more than one chromosome that were
considered duplicated. Similar results have also been reported earlier (Dubcovsky et al. 1996;
Akhunov et al. 2003; Qi et al. 2004). Out of 1283, 390 previously bin-mapped wheat ESTs did not
match to any scaffold of group 3 chromosomes and 38 did not match in the entire wheat genome
(Table 4.1). Generally such anomaly may result from chromosome rearrangements and segmental
duplication, but other reasons may be due to (i) different approaches used for mapping in previous
study (Munkvold et al. 2004) and in the present study, (ii) availability of scaffold sequences which
was not available earlier.
Table 4.1. Summary of BLAST results of bin-mapped wheat EST with scaffold sequences
Homoeologous
group 3
(Chromosome)
No. of wheat
ESTs used in
BLAST
No. of ESTs matched No. of ESTs not
matched to
group 3
chromosome
Not matched
in wheat
genome
3A, 3B and 3D 1,283 3AL 448
97 17
3AS 259
3BL
741 178 11
3BS
3DL 457
115 6
3DS 263
Total 1,283 2,168 390 38
Figure 4.1. Distribution pattern of EST loci on deletion-bins of group 3 chromosome. The bin
fraction is indicated to the right of each chromosome. Numbers (red font) indicate EST loci; numbers
(green font) inside parenthesis are number of scaffolds matched. This figure is based on only those
ESTs having bin-mapped position and matched to scaffold sequences of group 3 chromosomes.
4.2 Order of bin-mapped EST
The availability of scaffold sequences of group 3 chromosomes in Gramene database has revealed
that a substantial number of physically mapped ESTs can be linearly ordered within deletion-bins.
Therefore, we thought that alignment of bin-mapped ESTs with scaffold sequences can be an
3AL3-0.42-0.78
3A
3AS2-0.23-0.45
C-3AS2-0.23
C3AL3-0.42
C-3BL2-0.22
3BL2-0,22-0.50
C-3BS1- 0.33
3BS9-0.57-0.78
3BS10.33-0.57
3BL10-0.50-0..63
3D
C-3DS3-0.24
3DL2-0.27-0.81
3DS3-0.24-0.55
C-3DL2-0.27
3B
91(81)
129(116)
46(42)
22(21)
36(33)
106(95)
145(133)
82(77)
66(62)
11(11)
67(56)
87(74)
6(6)
6(6)
11(11)
2(2)
6(6)
3(3)
39(35)
2(2)
79(74)
143(135)
58(55)
51(47)
49(45)
2(2)
14(14)
52(48)
1(1)
49(40)
2(2)
S
4(4)
L
effective way to linearly order the ESTs mapped in deletion-bins earlier by Munkvold et al. (2004).
Ninety one (91) ESTs previously mapped in deletion bin 3AL3-0.42-0.78 (fraction length 0.36) were
matched to 81 scaffolds sequences of long arm of chromosome 3A (3AL). Matching results indicated
that the majority of ESTs were matched to different scaffold sequences and therefore order of such
ESTs cannot be determined unless we know the order of scaffolds along chromosome 3A. In an
instance, we found that three ESTs {BE494219 (528 bases), BE406587 (347 bases), BE489130 (520
bases)} were matched to a single scaffold (Scaffold_3A_194186_96323-117325) at a certain interval.
Based on the alignment between EST and scaffold, order of these EST were determined following
sequence coordinates (start to end) of scaffold and the results are presented in Figure 4.2
Figure 4.2. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold
sequence of chromosome 3A. The bin fraction is indicated to the left of chromosome 3A (green).
Scaffold (Scaffold_3 A_194186_96323-117325) is shown as vertical bar (blue) and aligned ESTs
(BE494219, BE406587, BE489130) are shown in red colour boxes. Name and size of aligned ESTs
and their sequence coordinates (start-end) are given to the right of scaffold.
3AS2- 0.23-0.45
C-3AS2- 0.23
3AL3-0.42-0.78
3A
S
C-3AL3- 0.42
L
Scaffold_3A_194186
91(81)
Coordinate_(96332-117325)
347b
520b
528b
113794
115155
116659
117112
96632
97250
(BE406587)
(BE489130)
(BE494219)
Therefore, alignment of previously bin-mapped ESTs with scaffolds sequence allowed the order of
EST within bin and results suggested the reliability of our approach. Interestingly, results of the
present study also allowed the assignment of scaffolds to deletion-bins. Following the same approach,
bin-mapped ESTs of chromosomes 3B and 3D were also ordered using matched scaffold sequence
and their results presented in Figure 4.3 and Figure 4.4, respectively.
Figure 4.3. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold
sequence of chromosome 3B. The bin fraction is indicated to the left of chromosome 3B
(green). Scaffold (Scaffold_3B_220619_140901-365343) is shown as vertical bar (blue) and
aligned ESTs (BE443132, BE497749, BF429274, BM138221) are shown in red colour boxes.
Name and size of aligned ESTs and their sequence coordinates (start-end) are given to the right
of scaffold.
3BS9-0.57-0.78
3BS10-0.33-0.57
3BL10-0.50-0.63
3B
S
3BL2-0.22-0.50
L
scaffold_3B_220619
39(35)
coordinate_(140901-365343)
396
433
678
225397
281597
282073
365043
141113
224525
(BE497749)
(BF429274)
(BE443132)
C-3BS1-0.33
C-3BL2-0.22
141791
364692
294 (BM138221)
Figure 4.4. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold
sequence of chromosome 3D. The bin fraction is indicated to the left of chromosome 3D (green).
Scaffold (Scaffold_3D_249102_8066-30149) is shown as vertical bar (blue) and aligned ESTs
(BE445328, BE585734, BE489603) are shown in red colour boxes. Name and size of aligned ESTs
and their sequence coordinates (start-end) are given to the right of scaffold.
4.3 Comparison to previous deletion bin mapping of group 3 chromosomes
In the present study, we detected more EST loci than the previous study by Munkvold et al. (2004) in
all the six arms of group 3 chromosomes (Table 4.2). The differences between both the studies may
be due to the different approaches {probe genotyping using deletion lines (Munkvold et al. 2004) and
in silico (present study)} employed and also due to the availability of scaffold sequence in database.
Table 4.2. Differences in mapping results between present study and earlier study by Munkvold et al.
(2004) using 1,283 ESTs of group 3 chromosomes.
Chromosome arm 3AL 3AS 3BL 3BS 3DL 3DS Total
Present study 448 259 741 457 263 2,168
Previous study
(Munkvold et al. 2004)
322 193 429 274 361 231 1,810
We have also detected the ESTs those did not match to the scaffold sequence of group 3
chromosomes. Such ESTs were matched to the scaffolds of other groups and their number is given in
Table 4.3. We found that the chromosome 3B had greater number of EST loci than did the
chromosomes 3A and 3D. Such differences have also been reported in earlier studies (Qi et al. 2004)
3DS3-0.24-0.55
3DL-0.27-0.81
C-3DL2-0.27
C-3DS3-0.24
3D
L
(BE445328)
(BE585734)
(BE489603)
7413
9242
12750
13954
28420
30014
Coordinate_8066-30149
scaffold_3D_249102
527
664
336
1 EST
2 EST
3EST
145(133)
and most suitable explanations for this number difference relates to the evolutionary history of each
of the hexaploid wheat genome.
Table 4.3. Number of ESTs mapped earlier in the deletion bins of group 3 chromosome but matched
to other groups of wheat chromosomes in the present study.
Group 3
chromosome
Group of wheat chromosomes
other than group 3
No. of wheat EST
matched to other groups
Total
3A
Group 1 18
99
Group 2 21
Group 4 18
Group 5 12
Group 6 10
Group 7 20
3B
Group 1 34
178
Group 2 36
Group 4 22
Group 5 34
Group 6 22
Group 7 30
3D
Group 1 14
101
Group 2 26
Group 4 13
Group 5 18
Group 6 16
Group 7 14
In subsequent analysis, we observed that 68 ESTs could not be mapped to any of the deletion bins of
chromosome 3A using southern hybridization (Munkvold et al. 2004). In the present study, we were
able to assign these 68 ESTs to their arms; 21 assigned to 3AS and 47 assigned to 3AL (Fig. 4.5)
using in silico approach. Similarly for chromosome 3D, 9 ESTs were assigned to 3DS and 24 ESTs
were assigned to 3DL (Fig. 4.6).
Figure 4.5: Diagram represented assignment for 68 EST to chromosome arms 3AS (21) and 3AL
(47). These EST were only assigned to chromosome 3A previously by Munkvold et al. (2004).
3AS2- 0.23-0.45
3AL3-0.42-0.78
3A
S
C-3AL3- 0.42
L
C-3AS2- 0.23
Munkvoldet al. (2004)
BE500759 BE494474
BE494539 BE494807
BE636913 BG312618
BG312690 BG314270
BE424246 BE446445
BE398519 BE438263
BG263696 BE606319
BE444162 BE443862
BE443753 BG313557
BG607141 BF428807
BF202341 BF202528
BE498378 BE405552
BF485480 BF292612
BE445966 BF485381
BG263661 BF293491
BF200872 BE426370
BG605323 BE497398
BE404971 BE637251
BF428637 BE591811
BF145244 BE604959
BE406507 BM134520
BM136936 BM137404
BM137965 BQ280814
BE442599 BE423249
BE424862 BF473626
BG312609 BG312729
BM138225 BG314507
BF483390 BF474859
BF429193 BF201604
BE499665 BG274890
BE494662 BF484678
BF483101 BE404610
BF145587 BE426763
BE490739 BG263585
3AS2- 0.23-0.45
3AL3-0.42-0.78
C-3AL3- 0.42
C-3AS2- 0.23
BE500759 BE494474 BE494539
BE494807 BE636913 BG312618
BG312690 BG314270 BE424246
BE446445 BE398519 BE438263
BG263696 BE606319 BE444162
BE443862 BE443753 BG313557
BG607141 BF428807 BF202341
BF202528 BE498378 BE405552
BF485480 BF292612 BE445966
BF485381 BG263661 BF293491
BF200872 BE426370 BG605323
BE497398 BE404971 BE637251
BF428637 BE591811 BF145244
BE604959 BE406507 BM134520
BM136936 BM137404 BM137965
BQ280814 BG263585
BE442599 BE423249 BE424862
BF473626 BG312609 BG312729
BM138225 BG314507 BF483390
BF474859 BF429193 BF201604
BE499665 BG274890 BE494662
BF484678 BF483101 BE404610
BF145587 BE426763 BE490739
BF200712 BE488609 BF482491
BE637806 BF482626 BF483469
BE604541
presentStudy
L
3A
68 ESTs
21 ESTs
47 ESTs
S
3DS3-0.24-0.55
3DL-0.27-0.81
C-3DL2-0.27
C-3DS3-0.24
3D
L
3DS3-0.24-0.55
3DL-0.27-0.81
C-3DL2-0.27
C-3DS3-0.24
3D
L
BE500759 BE636913
BF473231 BE606319
BF483299 BG313801
BE495195 BG263929
BG263661
BG262582 BE500739
BM134520
BE517656 BF200746
BE444545 BE445508
BE494805 BF292883
BM137808
BE591339 BF478815
BE498837 BF482436
BG314507 BF482626
BG314551 BE406646
BG604730 BE398275
BF483194 BF200860
BE500759 BE636913
BF473231 BE606319
BF483299 BG313801
BE495195 BG263929
BG263661 BG262582
BE500739 BM134520
BE517656 BF200746
BE444545 BE445508
BE494805 BF292883
BM137808 BE591339
BF478815 BE498837
BF473034
BG263585
BF482436 BG314507
BF482626 BG314551
BE406646 BG604730
BE398275 BF483194
BF200860
33 ESTs
24 ESTs
9 ESTs
Munkvoldet al. (2004) presentStudy
Figure 4.6. Diagram showed assignment for 33 EST to chromosome arms 3DS (9) and 3DL (24).
These EST were only assigned to chromosome 3D previously by Munkvold et al. (2004).
Further, we have successfully assigned the chromosome arm for the EST those were failed to
hybridize to any of the chromosome of group 3 in previous study by Munkvold et al. (2004). A total
of 179 unmapped wheat ESTs assigned to 3AS (69) and 3AL (110) through BLAST search against
scaffold sequences (Fig. 4.7). As many as 149 EST correspond to chromosome 3B and 165 ESTs
correspond to chromosome 3D did not hybridize to the deletion lines of 3B and 3D, respectively in
previous study by Munkvold et al. (2004). The present study assigned the above unmapped ESTs;
149 were assigned to 3B (Fig.4.8) Of the 165 unmapped ESTs, 56 were assigned to 3DS and 109
were assigned to 3DL (Fig. 4.9)
Using in silico approach, we predicted the linear order of mapped ESTs with in deletion-bins
by aligning them to corresponding scaffold sequences of group 3 chromosomes. However,
assignment of scaffold to the deletion-bins were determined, order of scaffolds (by end to end
matching) along the chromosome will need to be established. The linear order of mapped ESTs
within chromosome bins of 3A, 3B and 3D in the present study may provide useful information for
fine mapping, map-based cloning of QTL/gene(s) located on group 3 chromosomes.
Figure 4.7. Diagram represented assignment for 179 ESTs to chromosome arms 3AS (69) and 3AL
(110). These ESTs were failed to hybridize with chromosome 3A in previous study by Munkvold et
al. (2004).
S
3AS2- 0.23-0.45
3AL3-0.42-0.78
C-3AL3- 0.42
C-3AS2- 0.23
L
3A
BE422971 BE444736 BE445136 BE405374 BE404841
BF429128 BE636807 BG606803 BG607322 BE424492
BE425126 BE445607 BE446590 BE499209 BE500648
BG263409 BE422922 BQ280603 BQ280603
BE403395 BE403619 BE403637 BE403647 BE404434
BE406903 BF429416 BM138632 BF200746 BE607113
BE442759 BE488783 BE489603 BE494805 BE442882
BE443276 BE496144 BE495175 BE494067 BG607279
BE604857 BF478499 BE404125 BE445996 BE494270
BF483829 BF483086 BF483675 BE489841 BE425919
BF482977 BF292744 BF293968 BG263769 BF473034
BG262775 BF293652 BF292883 BF291728 BF292654
BE403910 BF474438 BE497053 BE518276 BE442638
BF483506 BE443349 BE591725 BG604501 BF428874
BE637668 BE471045 BM135469 BM136889
BM134606 BM137808 BE497136 BI479637 BE517923
BF200549 BF292758 BE490187 BF485214 BF429272
BF482223 BE445348 BG607326 BE407052 BE490700
BM138210 BE591864 BF428820 BF202303 BE471312
BG314311 BG263758 BE496852 BE497524 BF428535
BM138163 BE637832 BE403960 BE517962 BI479636
BG607212 BE445579 BE497804 BE490085 BF202765
BF485029 BG274635 BE494807 BG263696 BE425222
BE443397 BM138223 BG604859 BE442617
BE494921 BE500863 BE446628 BF202635 BE636816
BG314172 BE424589 BG604730 BE591959 BE444474
BE352587 BE403496 BE403509 BE398275 BE399500
BQ280546 BE403439 BE443082 BE445559 BF291720
BE490765 BE498447 BE444822 BE488921 BE495304
BG262527 BF203070 BG313208 BE495066 BG607411
BE605213 BF474937 BF292874 BE426680 BG312802
BF292454 BE517875 BM138070 BE517681 BE518003
BE499141 BG605144 BE488378 BE517655 BF473786
BE499387 BE637640 BE637640 BF292295 BF146069
BE424538 BE444171 BE442782 BE489185 BE590709
BE495866 BF202464 BF484021 BE442715 BF484790
BE443955 BE499742
BE422971 BE444736 BE445136 BE405374 BE404841
BF429128 BE636807 BG606803 BG607322 BE424492
BE425126 BE445607 BE446590 BE499209 BE500648
BG263409 BE422922 BQ280603 BQ280603 BE403395
BE403619 BE403637 BE403647 BE404434 BE406903
BF429416 BM138632 BF200746 BE607113 BE442759
BE488783 BE489603 BE494805 BE442882 BE443276
BE496144 BE495175 BE494067 BG607279 BE604857
BF478499 BE404125 BE445996 BE494270 BF483829
BF483086 BF483675 BE489841 BE425919 BF482977
BF292744 BF293968 BG263769 BF473034 BG262775
BF293652 BF292883 BF291728 BF292654 BE403910
BF474438 BE497053 BE518276 BE442638 BF483506
BE443349 BE591725 BG604501 BF428874 BE637668
BE471045 BM135469 BM136889 BM134606 BM137808
BE497136 BI479637 BE517923 BF200549 BF292758
BE490187 BF485214 BF429272 BF482223 BE445348
BG607326 BE407052 BE490700 BM138210 BE591864
BF428820 BF202303 BE471312 BG314311 BG263758
BE496852 BE497524 BF428535 BM138163 BE637832
BE403960 BE517962 BI479636 BG607212 BE445579
BE497804BE490085BF202765BF485029BG274635
BE494807 BG263696 BE425222 BE443397 BM138223
BG604859 BE442617 BE494921 BE500863 BE446628
BF202635 BE636816 BG314172 BE424589 BG604730
BE591959 BE444474 BE352587 BE403496 BE403509
BE398275 BE399500 BQ280546 BE403439 BE443082
BE445559 BF291720 BE490765 BE498447 BE444822
BE488921 BE495304 BG262527 BF203070 BG313208
BE495066 BG607411 BE605213 BF474937 BF292874
BE426680 BG312802 BF292454 BE517875 BM138070
BE517681 BE518003 BE499141 BG605144 BE488378
BE517655 BF473786 BE499387 BE637640 BE637640
BF292295 BF146069 BE424538 BE444171 BE442782
BE489185 BE590709 BE495866 BF202464 BF484021
BE442715BF484790BE443955BE499742
Unassigned ESTs (179)
69 ESTs
110 ESTs
Munkvoldet al. (2004) PresentStudy
3BS9-0.57-0.78
3BS10-0.33-0.57
3BL10-0.50-0.63
3B
3BL2-0.22-0.50
L
C-3BS1-0.33
C-3BL2-0.22
BE426356 BE446610 BE446824 BE442658 BE500759
BF478742 BE637190 BE637127 BF145392 BG606809
BG312705 BE422983 BE422971 BE424200 BE426452
BE517989 BG262634 BE490662 BE490744 BE405775
BF474516 BF483477 BF483494 BF484945 BE398519
BE438263 BE399612 BE399812 BG607914 BG606095
BQ280482 BE443995 BE585557 BE442694 BE636993
BE499049 BF482769 BE403721 BE406998 BE517736
BF429350 BF482462 BE445328 BM134469 BF202364
BF201705 BF201723 BE606319 BE606354 BE606719
BG604859 BE405089 BE500348 BE442761 BE443203
BE444162 BE443862 BE444664 BG314536 BE445539
BE497571 BE490596 BE497664 BF201776 BF428994
BF483259 BF483299 BE494750 BE495766 BG607424
BG314548 BF202341 BE403757 BE446425 BE591222
BE498100 BG314551 BF482939 BF484250 BF473725
BG262705 BG604870 BF292023 BE500739 BE442531
BE638019 BE591738 BF201670 BF485127 BM138086
BE604959 BE637868 BE490807 BM134557 BM134558
BM137912 BE497013 BI479628 BE591154 BE607045
BE517719 BF484475 BF293500 BF292343 BE498624
BE426287 BE490752 BF482385 BG274146 BG274485
BQ280440 BQ280546 BQ280603 BE442924 BE585764
BE444380 BE445348 BG607326 BE407052 BE490700
BE444171 BE442782 BE590709 BE591864 BE489538
BE495866 BF428820 BF202303 BF202464 BE498395
BE471312 BG314311 BF292434 BG263758 BE517709
BF484790 BE496852 BF428535 BE591684 BE637832
BE403960 BE517962 BI479636 BG607212 BE497804
BE499742 BF202765 BF485029 BG274635
BE426356 BE446610 BE446824 BE442658
BE500759 BF478742 BE637190 BE637127
BF145392 BG606809 BG312705 BE422983
BE422971 BE424200 BE426452 BE517989
BG262634 BE490662 BE490744 BE405775
BF474516 BF483477 BF483494 BF484945
BE398519 BE438263 BE399612 BE399812
BG607914 BG606095 BQ280482
BE443995 BE585557 BE442694 BE636993
BE499049 BF482769 BE403721 BE406998
BE517736 BF429350 BF482462 BE445328
BM134469 BF202364 BF201705
BF201723 BE606319 BE606354 BE606719
BG604859 BE405089 BE500348 BE442761
BE443203 BE444162 BE443862 BE444664
BG314536 BE445539 BE497571 BE490596
BE497664 BF201776 BF428994 BF483259
BF483299 BE494750 BE495766 BG607424
BG314548 BF202341 BE403757 BE446425
BE591222 BE498100 BG314551 BF482939
BF484250 BF473725 BG262705 BG604870
BF292023 BE500739 BE442531 BE638019
BE591738 BF201670 BF485127
BM138086 BE604959 BE637868
BE490807 BM134557 BM134558
BM137912 BE497013 BI479628 BE591154
BE607045 BE517719 BF484475 BF293500
BF292343 BE498624 BE426287 BE490752
BF482385 BG274146 BG274485
BQ280440 BQ280546 BQ280603
BE442924 BE585764 BE444380 BE445348
BG607326 BE407052 BE490700 BE444171
BE442782 BE590709 BE591864 BE489538
BE495866 BF428820 BF202303 BF202464
BE498395 BE471312 BG314311 BF292434
BG263758 BE517709 BF484790 BE496852
BF428535 BE591684 BE637832 BE403960
BE517962 BI479636 BG607212 BE497804
BE499742 BF202765 BF485029 BG274635
149 ESTs
Munkvold et al. (2004) PresentStudy
S
Unassigned ESTs (149)
Figure 4.8. Diagram represented assignment for 149 ESTs to chromosome 3B. These ESTs were
failed to hybridize with chromosome 3B in previous study by Munkvold et al. (2004).
Figure 4.9. Diagram represented assignment for 165 ESTs to chromosome arms 3DS (56) and 3DL
(109). These ESTs were failed to hybridize with chromosome 3D in previous study by Munkvold et
al. (2004).
3DS3-0.24-0.55
3DL-0.27-0.81
C-3DL2-0.27
C-3DS3-0.24
L
3D
BF291928 BE494807 BF478742 BE637127 BF145392
BG606809 BE422971BE424229 BE424246 BE499016
BE517989 BE490662 BE405775 BE637664 BF474516
BF483477 BE398585 BE438263 BG263696 BG312756
BG606095 BQ280438 BE443995 BE585557 BE496857
BE445556 BE445803 BE445328 BM138223 BF201928
BF201723 BE606719 BE405089 BE443203 BE444162
BG314536 BE497571 BE494750 BG607234 BF202341
BF202528 BE403757 BE494622 BE591222 BG604568
BE446043 BE446650 BF483799 BF483930 BF485381
BF482939 BF484964 BE442531 BE638019 BF201670
BM140368 BE490807 BM134555 BM136914
BM137965 BI479628 BE517312 BF293500 BF291485
BE498624 BE500330 BE471309 BF482385 BF485117
BF429274 BE405374 BE500863 BF429128 BG607322
BE445607 BE499209 BE500648 BQ280603 BE403395
BE403637 BE404434 BE488992 BE637490 BE607113
BE443053 BE442882 BE443276 BG607279 BF483829
BF482977 BF293968 BG263769 BE403910 BF474438
BE497053 BE518276 BE591725 BF428874 BE471045
BE426188 BM136889 BM134606 BE497136 BI479637
BE517923 BF292758 BE490187 BE489612 BE406967
BE426356 BE446824 BG274134 BE442599 BE442658
BE494807 BG312705 BE424862 BE500201 BF483494
BE398279 BG263696 BE425222 BM134469 BF201705
BG604859 BE443862 BE470921 BF483259 BF483390
BF428807 BF429193 BE637850 BF483770 BF484250
BF292023 BG605127 BM138086 BM134557
BE497013 BQ282235 BE492524 BE517719 BF484475
BG275060 BF292343 BF292479 BG274485 BE442617
BE494921 BF202385 BF202635 BG314172 BE398268
BQ280546 BE403439 BF473483 BE444822 BF203070
BE517875 BE517681 BE517919 BE518003 BE517655
BF473786BE471236
BF291928 BE494807 BF478742 BE637127
BF145392 BG606809 BE422971 BE424229
BE424246 BE499016 BE517989 BE490662
BE405775 BE637664 BF474516 BF483477
BE398585 BE438263 BG263696 BG312756
BG606095 BQ280438 BE443995 BE585557
BE496857 BE445556 BE445803 BE445328
BM138223 BF201928 BF201723 BE606719
BE405089 BE443203 BE444162 BG314536
BE497571 BE494750 BG607234 BF202341
BF202528 BE403757 BE494622 BE591222
BG604568 BE446043 BE446650 BF483799
BF483930 BF485381 BF482939 BF484964
BE442531 BE638019 BF201670 BM140368
BE490807 BM134555 BM136914 BM137965
BI479628 BE517312 BF293500 BF291485
BE498624 BE500330 BE471309 BF482385
BF485117 BF429274 BE405374 BE500863
BF429128 BG607322 BE445607 BE499209
BE500648 BQ280603 BE403395 BE403637
BE404434 BE488992 BE637490 BE607113
BE443053 BE442882 BE443276 BG607279
BF483829 BF482977 BF293968 BG263769
BE403910 BF474438 BE497053 BE518276
BE591725 BF428874 BE471045 BE426188
BM136889 BM134606 BE497136 BI479637
BE517923 BF292758 BE490187 BE489612
BE406967
BE426356 BE446824 BG274134 BE442599
BE442658 BE494807 BG312705 BE424862
BE500201 BF483494 BE398279 BG263696
BE425222 BM134469 BF201705 BG604859
BE443862 BE470921 BF483259 BF483390
BF428807 BF429193 BE637850 BF483770
BF484250 BF292023 BG605127 BM138086
BM134557 BE497013 BQ282235 BE492524
BE517719 BF484475 BG275060 BF292343
BF292479 BG274485 BE442617 BE494921
BF202385 BF202635 BG314172 BE398268
BQ280546 BE403439 BF473483 BE444822
BF203070 BE517875 BE517681 BE517919
BE518003BE517655BF473786BE471236
Unassigned ESTs (165)
109 ESTs
56 ESTs
Munkvoldet al. (2004) PresentStudy
S
5. SUMMARY
In the present study, we linearly ordered the majority of mapped ESTs of wheat with in deletion bins
by aligning them to corresponding scaffold sequences of group 3 chromosomes. However,
assignment of scaffold to the deletion-bins were determined, order of scaffolds (by end to end
matching) along the chromosome will need to be established in near future. The linear order of
mapped ESTs within chromosome bins of 3A, 3B, and 3D in the present study may provide useful
information for fine mapping, map-based cloning of QTL/gene(s) located on group 3 chromosomes.
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APPENDIX - I
Details of bin-mapped wheat ESTs of chromosome 3A and their matching to 3A scaffolds with
sequence coordinates. Duplicate loci of ESTs are also presented.
Wheat
EST
Size
(bases)
Mapped location Scaffold name Cordinate
Start
Cordinate
end
Duplicate
Position
BF478742 528 3AL3-0.42-0.78 scaffold_195024_3AL 31303 32097 3B,3DL
BG606778 430 3AL3-0.42-0.78 scaffold_196221_3AL 23891 24739 3B,3DL
BE424200 569 3AL3-0.42-0.78 scaffold_195431_3AL 28671 29816 3B,3DL
BE443747 571 3AL3-0.42-0.78 scaffold_194088_3AL 119331 120120 3B,3DL
BE442943 635 3AL3-0.42-0.78 scaffold_195263_3AL 19065 20153 3B,3DL
BE445343 507 3AL3-0.42-0.78 scaffold_195199_3AL 17165 18008 3B,3DL
BE490678 565 3AL3-0.42-0.78 scaffold_199052_3AL 2780 3704 3DL
BE517989 595 3AL3-0.42-0.78 scaffold_197375_3AL 15602 16574 3B,3DL
BE497784 538 3AL3-0.42-0.78 scaffold_195100_3AL 71097 71891 3B,3DL
BE490662 544 3AL3-0.42-0.78 scaffold_196349_3AL 40531 41319 3B,3DL
BE490744 493 3AL3-0.42-0.78 scaffold_196209_3AL 24410 25242 3B,3DL
BE406461 378 3AL3-0.42-0.78 scaffold_194993_3AL 56674 57444 3B,3DL
BE638025 468 3AL3-0.42-0.78 scaffold_194687_3AL 28156 29048 3B,3DL
BF484945 212 3AL3-0.42-0.78 scaffold_194277_3AL 112496 113307 3B,3DL
BE398488 280 3AL3-0.42-0.78 scaffold_194568_3AL 53171 53909 3B,3DL
BE398503 147 3AL3-0.42-0.78 scaffold_194189_3AL 116577 117266 3B,3DL
BE399612 297 3AL3-0.42-0.78 scaffold_195781_3AL 27857 28604 3B,3DL
BE399869 340 3AL3-0.42-0.78 scaffold_194635_3AL 52793 53517 3B
BG607914 364 3AL3-0.42-0.78 scaffold_194875_3AL 63288 64251 3B,3DL,7BL
BQ280515 570 3AL3-0.42-0.78 scaffold_194677_3AL 53120 54095 3DL
BE443995 593 3AL3-0.42-0.78 scaffold_194377_3AL 47687 48458 3AL,3B,3DL
BE444252 443 3AL3-0.42-0.78 scaffold_195523_3AL 15873 16866 3AL,3B,3DL
BE585734 664 3AL3-0.42-0.78 scaffold_195836_3AL 27200 28263 3AL,3B,3DL
BE585797 594 3AL3-0.42-0.78 scaffold_195459_3AL 20656 21425 3AL,3DL
BE406587 347 3AL3-0.42-0.78 scaffold_194186_3AL 114628 115316 3AL,3B,3DL
BE442674 527 3AL3-0.42-0.78 scaffold_194843_3AL 24982 25815 3AL,3B,3DL
BE490651 511 3AL3-0.42-0.78 scaffold_195693_3AL 29168 29985 3AL,3B,3DL
BE636993 446 3AL3-0.42-0.78 scaffold_194092_3AL 29551 30248 3AL,3B,3DL,1AL
,1DL,5DL
BE499348 645 3AL3-0.42-0.78 scaffold_194536_3AL 32378 33267 3AL,3B,3DL
BF485179 517 3AL3-0.42-0.78 scaffold_199460_3AL 2236 3039 3AL,3DL,5AL,5D
L
BE404799 544 3AL3-0.42-0.78 scaffold_198130_3AL 5076 5881 3AL,3B,3DL
BE499968 528 3AL3-0.42-0.78 scaffold_195488_3AL 32229 33070 3AL,3B,3DL
BE496857 476 3AL3-0.42-0.78 scaffold_196411_3AL 23238 24044 3AL,3B,3DL
BE497323 341 3AL3-0.42-0.78 scaffold_195250_3AL 34609 35451 3AL,3B
BE443568 602 3AL3-0.42-0.78 scaffold_195407_3AL 5767 6551 3AL,3B,3DL
BE443770 571 3AL3-0.42-0.78 scaffold_194598_3AL 53857 54731 3AL,3B
BE445803 527 3AL3-0.42-0.78 scaffold_193640_3AL 191266 192195 3AL,3B,3DL
BE636979 357 3AL3-0.42-0.78 scaffold_194781_3AL 73836 74618 3AL,3B,3DL
BF483255 405 3AL3-0.42-0.78 scaffold_197242_3AL 17947 18696 3AL,3B,3DL,4AS
,4B
BE489481 525 3AL3-0.42-0.78 scaffold_194377_3AL 37586 38493 3AL,3B,3DL
BE489130 520 3AL3-0.42-0.78 scaffold_194186_3AL 116629 117325 3AL,3DL
BE443318 572 3AL3-0.42-0.78 scaffold_196741_3AL 437 1403 3AL,1AL,1BL,2A
L,5BL
BE445328 527 3AL3-0.42-0.78 scaffold_195836_3AL 26189 27039 3AL,3B,3DL
BM134414 390 3AL3-0.42-0.78 scaffold_194468_3AL 82171 82949 3AL,3B,3DL
BM138485 402 3AL3-0.42-0.78 scaffold_194675_3AL 33227 34212 3AL,3B,3DL
BF473016 684 3AL3-0.42-0.78 scaffold_196342_3AL 35776 36542 3AL,3DL
BE470919 589 3AL3-0.42-0.78 scaffold_194214_3AL 45623 46528 3AL,3DL
BE517780 537 3AL3-0.42-0.78 scaffold_194867_3AL 38215 39105 3AL,3B,3DL
BE405214 561 3AL3-0.42-0.78 scaffold_195088_3AL 21276 22093 3AL,3B,3DL
BE489274 536 3AL3-0.42-0.78 scaffold_194464_3AL 48696 49729 3AL,3B,3DL
BF201151 315 3AL3-0.42-0.78 scaffold_194468_3AL 87051 87772 3AL,3B,3DL
BF478932 499 3AL3-0.42-0.78 scaffold_195399_3AL 5352 6255 3AL,3B,3DL
BG313152 650 3AL3-0.42-0.78 scaffold_193883_3AL 96294 97048 3AL,3B,3DL
BE495195 436 3AL3-0.42-0.78 scaffold_198317_3AL 11722 12587 3AL,3B,3DL,7BL
BG607861 599 3AL3-0.42-0.78 scaffold_193760_3AL 75439 76377 3AL,3B
BG607811 385 3AL3-0.42-0.78 scaffold_196014_3AL 19136 20120 3AL,3DL,U
BG607064 535 3AL3-0.42-0.78 scaffold_196719_3AL 20202 21269 3AL
BE637760 384 3AL3-0.42-0.78 scaffold_194586_3AL 82555 83538 3AL,7AL
BE403757 625 3AL3-0.42-0.78 scaffold_195261_3AL 28476 29459 3AL,3B,3DL
BG604568 686 3AL3-0.42-0.78 scaffold_193895_3AL 148887 149813 3AL,3B,3DL
BF485331 446 3AL3-0.42-0.78 scaffold_194338_3AL 75646 76406 3AL,3DL
BE446754 438 3AL3-0.42-0.78 scaffold_196616_3AL 19474 20289 3AL
BE405208 492 3AL3-0.42-0.78 scaffold_196031_3AL 30172 31019 3AL,3B,3DL
BE494219 528 3AL3-0.42-0.78 scaffold_194186_3AL 96332 97254 3AL,3B,3DL
BE606881 355 3AL3-0.42-0.78 scaffold_194729_3AL 16593 17384 3AL,3B,3DL
BF483618 599 3AL3-0.42-0.78 scaffold_195488_3AL 36580 37404 3AL,3B,3DL
BF483799 284 3AL3-0.42-0.78 scaffold_195969_3AL 40152 40958 3AL,3B,3DL
BF483930 449 3AL3-0.42-0.78 scaffold_194088_3AL 84537 85585 3AL,3B,3DL
BG263637 282 3AL3-0.42-0.78 scaffold_195414_3AL 15792 16530 3AL,3B,3DL
BF484964 592 3AL3-0.42-0.78 scaffold_196532_3AL 34449 35317 3AL,3B,3DL
BG262582 497 3AL3-0.42-0.78 scaffold_196806_3AL 12575 13333 3AL,3B,3DL
BG604893 548 3AL3-0.42-0.78 scaffold_196532_3AL 32530 33328 3AL,3B,3DL
BF291889 500 3AL3-0.42-0.78 scaffold_194790_3AL 46177 46899 3AL,3B,3DL
BF291861 483 3AL3-0.42-0.78 scaffold_193934_3AL 136870 137615 3AL,3B,3DL
BE443288 655 3AL3-0.42-0.78 scaffold_193950_3AL 131949 132666 3AL,3B,3DL
BE591287 494 3AL3-0.42-0.78 scaffold_196209_3AL 23626 24648 3AL
BE591581 377 3AL3-0.42-0.78 scaffold_196562_3AL 2293 3217 3AL,3B,3DL
BE591575 451 3AL3-0.42-0.78 scaffold_195251_3AL 23637 24377 3AL,3B,3DL
BM140325 534 3AL3-0.42-0.78 scaffold_194826_3AL 33808 34895 3AL,3B,3DL
BE604711 336 3AL3-0.42-0.78 scaffold_195527_3AL 53047 53776 3AL,3B,3DL
BE637868 597 3AL3-0.42-0.78 scaffold_195550_3AL 11051 12241 3AL,3B,3DL
BM134555 495 3AL3-0.42-0.78 scaffold_194492_3AL 47604 48383 3AL,3B,3DL
BM137912 298 3AL3-0.42-0.78 scaffold_195212_3AL 25375 26183 3AL,3B
BQ280724 661 3AL3-0.42-0.78 scaffold_194734_3AL 72359 73244 3AL
BI479628 416 3AL3-0.42-0.78 scaffold_195297_3AL 41460 42263 3AL,3B,3DL
BE607045 508 3AL3-0.42-0.78 scaffold_196609_3AL 26094 26890 3AL,3B,3DL
BF291485 544 3AL3-0.42-0.78 scaffold_196207_3AL 43673 44392 3AL,3B,3DL
BF202587 325 3AL3-0.42-0.78 scaffold_193705_3AL 121334 122258 3AL,3B,3DL
BF485012 419 3AL3-0.42-0.78 scaffold_197919_3AL 13043 13812 3AL,3B,3DL
BF482385 629 3AL3-0.42-0.78 scaffold_195261_3AL 29800 30710 3AL,3B,3DL
BE489472 530 3AL3-0.42-1.00* scaffold_199219_3AL 4838 5620 3AL,3B,3DL
BE497749 396 3AL3-0.42-1.00* scaffold_194192_3AL 100959 101658 3AL,3B,3DL
BG604870 137 3AL3-0.42-1.00* scaffold_193934_3AL 13864 14555 3AL,3B,3DL
BF146198 297 3AL3-0.42-1.00* scaffold_194412_3AL 89501 90254 3AL,3B,3DL
BE406551 334 3AL5-0.78-1.00 scaffold_195834_3AL 15787 16510 3AL,3DL
BE444864 547 3AL5-0.78-1.00 scaffold_194882_3AL 18221 18970 3AL,3B,3DL
BF291928 303 3AL5-0.78-1.00 scaffold_194203_3AL 90260 90990 3AL,3B,3DL
BF429203 500 3AL5-0.78-1.00 scaffold_194787_3AL 11969 12705 3AL,3B,3DL
BF145392 428 3AL5-0.78-1.00 scaffold_196405_3AL 33488 34273 3AL,3B,3DL
BG314028 374 3AL5-0.78-1.00 scaffold_197099_3AL 7367 8265 3AL
BE424229 455 3AL5-0.78-1.00 scaffold_193615_3AL 136613 137564 3AL3DL
BE499016 540 3AL5-0.78-1.00 scaffold_196284_3AL 13047 13850 3AL,3B,3DL
BE404374 589 3AL5-0.78-1.00 scaffold_195798_3AL 15437 16373 3AL,3B,3DL
BE405775 536 3AL5-0.78-1.00 scaffold_196667_3AL 29202 30010 3AL,3B,3DL
BE500244 465 3AL5-0.78-1.00 scaffold_194121_3AL 39606 40354 3AL,3B,3DL
BE637664 488 3AL5-0.78-1.00 scaffold_195092_3AL 58026 59083 3AL,3DL
BF474516 288 3AL5-0.78-1.00 scaffold_193736_3AL 26977 27792 3AL,3B,3DL
BF474720 520 3AL5-0.78-1.00 scaffold_193656_3AL 49653 50599 3AL,3B,3DL
BF474841 393 3AL5-0.78-1.00 scaffold_194524_3AL 63252 63893 3AL
BE398585 256 3AL5-0.78-1.00 scaffold_204530_3AL 967 1643 3AL,3DL
BE399812 298 3AL5-0.78-1.00 scaffold_193878_3AL 145492 146346 3AL,3B,3DL
BG312756 240 3AL5-0.78-1.00 scaffold_195235_3AL 20963 21802 3AL,3B,3DL
BG606095 615 3AL5-0.78-1.00 scaffold_194620_3AL 69694 70500 3AL,3B,3DL
BQ280438 522 3AL5-0.78-1.00 scaffold_197009_3AL 11517 12412 3AL,3B,3DL
BE444473 388 3AL5-0.78-1.00 scaffold_197747_3AL 19474 20190 3AL,3B,3DL
BE585557 678 3AL5-0.78-1.00 scaffold_193591_3AL 281029 282299 3AL,3B,3DL
BE585704 664 3AL5-0.78-1.00 scaffold_194686_3AL 59769 60837 3AL,3B,3DL
BE442818 549 3AL5-0.78-1.00 scaffold_193654_3AL 69967 70791 3AL,3DL
BE442875 529 3AL5-0.78-1.00 scaffold_194691_3AL 52927 53669 3DL
BE443397 600 3AL5-0.78-1.00 scaffold_196449_3AL 21440 22198 3AL,3B,3DL
BE442624 486 3AL5-0.78-1.00 scaffold_195180_3AL 5323 6314 3AL,3B,3DL
BE494330 398 3AL5-0.78-1.00 scaffold_194389_3AL 56965 57716 3AL,3B,3DL
BE499049 671 3AL5-0.78-1.00 scaffold_197007_3AL 29351 30525 3AQL,3B,3DL,7A
S,7DS,4AL
BE499186 541 3AL5-0.78-1.00 scaffold_195555_3AL 27697 28482 3AL,3B,3DL
BF482769 556 3AL5-0.78-1.00 scaffold_195106_3AL 63176 64331 3AL,3B,3DL,7BL
,6BS,6AS,6DS
BE495145 486 3AL5-0.78-1.00 scaffold_194733_3AL 34785 35505 3AL,3B,3DL
BE497740 549 3AL5-0.78-1.00 scaffold_193762_3AL 103252 103977 3AL,3B,3DL
BF485004 316 3AL5-0.78-1.00 scaffold_194856_3AL 36934 37723 3AL,3B,3DL,5AL
BE403428 551 3AL5-0.78-1.00 scaffold_194048_3AL 42637 43498 3AL,3B,3DL,1AL
,1DL
BE445556 558 3AL5-0.78-1.00 scaffold_194683_3AL 70891 71626 3AL,3B,3DL
BF429350 323 3AL5-0.78-1.00 scaffold_197007_3AL 28821 29736 3AL,3B,3DL,4AL
,7AS,7DS
BF145691 462 3AL5-0.78-1.00 scaffold_196291_3AL 27130 27910 3AL,3B,3DL
BF474826 727 3AL5-0.78-1.00 scaffold_194874_3AL 28123 28995 3AL,4B,4DL
BE488246 556 3AL5-0.78-1.00 scaffold_196154_3AL 5819 6760 3AL,3B
BE488432 515 3AL5-0.78-1.00 scaffold_196855_3AL 6559 7544 3AL,3DL
BE442986 621 3AL5-0.78-1.00 scaffold_196494_3AL 8245 8992 3AL,3B,3DL
BE443092 511 3AL5-0.78-1.00 scaffold_194192_3AL 103703 104789 3AL,3DL
BE443132 678 3AL5-0.78-1.00 scaffold_194593_3AL 89753 90650 3AL,3B,3DL
BE443193 381 3AL5-0.78-1.00 scaffold_194161_3AL 108861 109713 3AL,3B,3DL
BE444392 667 3AL5-0.78-1.00 scaffold_194942_3AL 64762 65558 3AL,3B
BE445328 527 3AL5-0.78-1.00 scaffold_194277_3AL 109400 110222 3AL,3B,3DL
BM134465 359 3AL5-0.78-1.00 scaffold_194275_3AL 25840 26545 3AL,3B,3DL
BM138546 553 3AL5-0.78-1.00 scaffold_196185_3AL 15176 15971 3AL,3B,3DL
BM138635 519 3AL5-0.78-1.00 scaffold_193635_3AL 143735 144764 3AL,3B,3DL
BE405221 530 3AL5-0.78-1.00 scaffold_194616_3AL 55266 56089 3AL,3B
BF292596 485 3AL5-0.78-1.00 scaffold_195180_3AL 27947 28872 3AL,3B,3DL
BE606719 349 3AL5-0.78-1.00 scaffold_196976_3AL 20658 21380 3AL,3B,3DL
BF473732 501 3AL5-0.78-1.00 scaffold_196240_3AL 34035 35135 3AL,3DL
BE500348 340 3AL5-0.78-1.00 scaffold_194863_3AL 57728 58499 3AL,3B,3DL
BE442761 549 3AL5-0.78-1.00 scaffold_194201_3AL 44782 45600 3AL,3B,3DL
BE443203 396 3AL5-0.78-1.00 scaffold_194067_3AL 22502 23493 3AL,3B,3DL,4AL
,5BL
BE445203 518 3AL5-0.78-1.00 scaffold_194596_3AL 40340 41128 3AL,3B,3DL
BG314536 656 3AL5-0.78-1.00 scaffold_196552_3AL 19295 20336 3AL,3B,3DL
BG607613 113 3AL5-0.78-1.00 scaffold_196932_3AL 26696 27401 3AL,5AL,5AS,5D
L,7DL
BG608051 554 3AL5-0.78-1.00 scaffold_193618_3AL 150493 151440 3AL,3B,3DL
BG608151 645 3AL5-0.78-1.00 scaffold_194046_3AL 125925 126991 3AL,3B,3DL
BE445539 512 3AL5-0.78-1.00 scaffold_196011_3AL 21716 22446 3AL,3B,3DL
BE426418 370 3AL5-0.78-1.00 scaffold_194882_3AL 46030 46813 3AL,3B,3DL
BE490274 450 3AL5-0.78-1.00 scaffold_199404_3AL 3004 3753 3AL,3B,3DL
BE404461 362 3AL5-0.78-1.00 scaffold_195554_3AL 27640 28590 3AL,3B,3DL
BE497571 351 3AL5-0.78-1.00 scaffold_193963_3AL 25419 26293 3AL,3B,3DL
BF200942 311 3AL5-0.78-1.00 scaffold_195107_3AL 55687 56445 3AL,3B,3DL
BE605103 512 3AL5-0.78-1.00 scaffold_196210_3AL 359 1292 3AL,3B,3DL
BE490596 531 3AL5-0.78-1.00 scaffold_195523_3AL 17462 18289 3AL,3B,3DL,1A,1
BL,1DL
BE497664 588 3AL5-0.78-1.00 scaffold_194620_3AL 46753 47555 3AL,3B,3DL
BF428994 490 3AL5-0.78-1.00 scaffold_196358_3AL 17924 18894 3AL,3B,3DL
BF483299 567 3AL5-0.78-1.00 scaffold_194438_3AL 84373 85170 3AL,3B,3DL
BG313801 209 3AL5-0.78-1.00 scaffold_195745_3AL 25771 26579 3AL,3B,3DL
BE494750 539 3AL5-0.78-1.00 scaffold_193618_3AL 153091 153843 3AL,3B,DL,7BL
BG607163 462 3AL5-0.78-1.00 scaffold_194457_3AL 53240 54000 3AL
BG314548 569 3AL5-0.78-1.00 scaffold_196053_3AL 20917 21753 3AL,3B,3DL
BG607234 362 3AL5-0.78-1.00 scaffold_194733_3AL 46317 47033 3AL,3DL,6AS,7B
S
BE604897 365 3AL5-0.78-1.00 scaffold_194836_3AL 26755 27527 3AL,3B,3DL
BE398631 327 3AL5-0.78-1.00 scaffold_196673_3AL 24873 25631 3AL,3B
BE637789 540 3AL5-0.78-1.00 scaffold_194753_3AL 29953 30936 3AL,3B,3DL
BE494854 543 3AL5-0.78-1.00 scaffold_199441_3AL 5447 6562 3AL,3B,3DL
BG263365 440 3AL5-0.78-1.00 scaffold_193742_3AL 165924 166793 3AL,3B,3DL
BE445614 591 3AL5-0.78-1.00 scaffold_195412_3AL 31406 32518 3AL
BE498100 471 3AL5-0.78-1.00 scaffold_193626_3AL 89264 90008 3AL,3B,2AL,4AS
,5AL,6AL,7BL
BE497816 518 3AL5-0.78-1.00 scaffold_194163_3AL 107127 107981 3AL,3B
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BE499177 569 3AS4-0.45-1.00 scaffold_212385_3AS 6349 7317 3DS
BE517719 424 3AS4-0.45-1.00 scaffold_210938_3AS 96319 97123 3B,3DS
BF484475 319 3AS4-0.45-1.00 scaffold_211273_3AS 39298 40037 3B,3DS
BE591013 601 3AS4-0.45-1.00 scaffold_211346_3AS 16285 16997 3B,3DS
BE591804 285 3AS4-0.45-1.00 scaffold_212457_3AS 29266 30043 3B,3DS
BF293133 495 3AS4-0.45-1.00 scaffold_210508_3AS 142791 143664 3B,3DS
BF474778 539 3AS4-0.45-1.00 scaffold_211806_3AS 20616 21324 3B,3DS
BG275060 461 3AS4-0.45-1.00 scaffold_210989_3AS 91053 91728 3AS,3B,3DS,6AS,
6BS.6DS
BF292343 515 3AS4-0.45-1.00 scaffold_211956_3AS 18873 19816 3B,3DS
BF292479 470 3AS4-0.45-1.00 scaffold_210630_3AS 36555 37624 3B,3DS
BE499309 597 3AS4-0.45-1.00 scaffold_211206_3AS 8903 9593 3B
BE500000 490 3AS4-0.45-1.00 scaffold_212661_3AS 26980 27769 3B,3DS
BE426687 579 3AS4-0.45-1.00 scaffold_210884_3AS 45190 45903 3B,3DS
BE490304 551 3AS4-0.45-1.00 scaffold_211530_3AS 6060 6841 3B,3DS
BF429301 300 3AS4-0.45-1.00 scaffold_210809_3AS 70141 70872 3B,3DS
BG274485 526 3AS4-0.45-1.00 scaffold_212675_3AS 27320 28098 3B,3DS
BE446824 441 C-3AS2-0.23 scaffold_211294_3AS 59069 59808 3B,3DS
BE637190 359 C-3AS2-0.23 scaffold_211780_3AS 30167 30912 3B,U
BE422983 428 C-3AS2-0.23 scaffold_210726_3AS 113843 114608 3B,3DS
BE446462 509 C-3AS2-0.23 scaffold_210432_3AS 269795 270711 33B,3DS,6AS,U
BG274933 397 C-3AS2-0.23 scaffold_212293_3AS 12848 13737 3B,3DS
BF478475 390 C-3AS2-0.23 scaffold_211779_3AS 56981 57970 3DS,1BL,2BL,2D
L,5BL,6DS
BG313279 565 C-3AS2-0.23 scaffold_213187_3AS 22203 23149 3B,3DS
BG262910 389 C-3AS2-0.23 scaffold_212663_3AS 22023 22976 3B,3DS
BF483751 308 C-3AS2-0.23 scaffold_211328_3AS 63389 64218 3B,3DS
BG263578 422 C-3AS2-0.23 scaffold_210455_3AS 8964 9985
BG606644 548 C-3AS2-0.23 scaffold_210454_3AS 280567 281573 3B,3DS
BG604652 352 C-3AS2-0.23 scaffold_213265_3AS 14742 15561 3B,3DS
BF292023 549 C-3AS2-0.23 scaffold_213185_3AS 10261 11131 3B,3DS
BE426298 216 C-3AS2-0.23 scaffold_211121_3AS 12920 13735
BE497534 129 C-3AS2-0.23 scaffold_210938_3AS 86772 87500 3B,3DS
BM135339 629 C-3AS2-0.23 scaffold_212092_3AS 16090 16896 3B,3DS
BG604919 746 C-3AS2-0.23 scaffold_211707_3AS 53791 54832 3B,3DS
BG605426 364 C-3AS2-0.23 scaffold_211403_3AS 56431 57363 3B,3DS
BE591466 276 C-3AS2-0.23 scaffold_211331_3AS 73730 74506 3B,3DS
BM136734 269 C-3AS2-0.23 scaffold_212695_3AS 26543 27411 U
BG274145 473 C-3AS2-0.23 scaffold_213185_3AS 10971 11883 3B,3DS
BE443960 618 C-3AS4-0.45* scaffold_211462_3AS 59250 60076 3B,3DS
BF478841 356 C-3AS4-0.45* scaffold_210599_3AS 32780 33531 3B,3DS
BG604567 380 C-3AS4-0.45* scaffold_211594_3AS 24412 25243 3B,3DS
BE497864 493 C-3AS4-0.45* scaffold_210581_3AS 182826 183914 U
BF485348 382 C-3AS4-0.45* scaffold_210641_3AS 153315 154273 3B,3DS
BG605127 641 C-3AS4-0.45* scaffold_211054_3AS 21665 22520 3B,3DS
APPENDIX - II
Details of bin-mapped wheat ESTs of chromosome 3B and their matching to 3B scaffolds with
sequence coordinates. Duplicate loci of ESTs are also presented.
Wheat
EST
Size
(bases)
Mapped location Scaffold name
Cordinate
Start
Cordinate
end
Duplicate Position
BF291928 303 3BL10-0.50-0.63 scaffold_222513_3B 51761 52491 3AL,3DL
BE443747 571 3BL10-0.50-0.63 scaffold_221109_3B 210860 211649 3AL,3DL
BE442943 635 3BL10-0.50-0.63 scaffold_223892_3B 46732 47966 3AL,3DL
BE638025 468 3BL10-0.50-0.63 scaffold_221026_3B 115803 116695 3AL,3DL
BE399869 340 3BL10-0.50-0.63 scaffold_221779_3B 64039 64763 3AL,3DL
BE585734 664 3BL10-0.50-0.63 scaffold_224719_3B 17508 18388 3AL,3DL
BE496857 476 3BL10-0.50-0.63 scaffold_223826_3B 55321 56127 3AL,3DL
BE497323 341 3BL10-0.50-0.63 scaffold_223053_3B 38578 39278 3AL
BE443770 571 3BL10-0.50-0.63 scaffold_220699_3B 88744 89886 3AL
BE489481 525 3BL10-0.50-0.63 scaffold_222849_3B 45403 46227 3AL,3DL
BE445328 527 3BL10-0.50-0.63 scaffold_224719_3B 18678 19642 3AL,3DL
BE426418 370 3BL10-0.50-0.63 scaffold_225446_3B 29775 30558 3AL,3DL
BE405214 561 3BL10-0.50-0.63 scaffold_225180_3B 8578 9395 3AL,3DL
BF201151 315 3BL10-0.50-0.63 scaffold_222607_3B 103644 104365 3AL,3DL
BF478406 493 3BL10-0.50-0.63 scaffold_225011_3B 15162 16006 3DL,1AS
BF478414 606 3BL10-0.50-0.63 scaffold_224719_3B 19565 20770
BG313152 650 3BL10-0.50-0.63 scaffold_222072_3B 127430 128184 3AL,3DL
BF485480 190 3BL10-0.50-0.63 scaffold_224708_3B 54545 55334 3AL,3DL
BG262582 497 3BL10-0.50-0.63 scaffold_225608_3B 17764 18566 3AL,3DL
BG605323 464 3BL10-0.50-0.63 scaffold_222607_3B 86847 87582 3AL,3DL
BM140325 534 3BL10-0.50-0.63 scaffold_221814_3B 81059 82146 3AL,3DL
BE604885 286 3BL10-0.50-0.63 scaffold_224509_3B 63278 64073 3AL,3DL
BM134520 500 3BL10-0.50-0.63 scaffold_224885_3B 36253 37107 3AL,3DL
BE444736 415 3BL10-0.50-0.63 scaffold_227160_3B 9464 10400 3AL,3DL
BE404841 596 3BL10-0.50-0.63 scaffold_224715_3B 45468 46581 3AL,3DL
BE424492 431 3BL10-0.50-0.63 scaffold_226243_3B 28632 29392 3AL,3DL
BE445607 323 3BL10-0.50-0.63 scaffold_221693_3B 54168 55073 3AL,3DL
BE403697 139 3BL10-0.50-0.63 scaffold_230966_3B 4253 4991 1BL,4bs,7BS
BE488783 641 3BL10-0.50-0.63 scaffold_227609_3B 19257 20204
3AL,3B,3DL,1AS,1B
L1DL,7DS
BE489603 336 3BL10-0.50-0.63 scaffold_224719_3B 31958 32680 3AL,3DL
BE494067 494 3BL10-0.50-0.63 scaffold_220972_3B 152551 153336 3AL,3DL
BE517914 524 3BL10-0.50-0.63 scaffold_220802_3B 165163 165899
BF483675 577 3BL10-0.50-0.63 scaffold_224535_3B 28639 29617 3AL,3DL
BF291729 566 3BL10-0.50-0.63 scaffold_224591_3B 40388 41194 3DL
BE443349 658 3BL10-0.50-0.63 scaffold_220708_3B 25058 26115 3AL,3DL
BF200549 432 3BL10-0.50-0.63 scaffold_221180_3B 139557 140540 3AL,3DL
BF292758 426 3BL10-0.50-0.63 scaffold_221305_3B 91173 92165 3AL,3DL
BE426107 419 3BL10-0.50-0.63 scaffold_222333_3B 92909 93927 3AL,3DL
BF484141 503 3BL10-0.50-0.63 scaffold_223017_3B 45976 46792 2BL
BM134414 390 3BL10-0.50-1.00* scaffold_222607_3B 99662 100442 3AL,3DL
BE591450 538 3BL10-0.50-1.00* scaffold_222281_3B 102934 103805 7BS,7DS,
BE445343 507 3BL2-0.22-0.50 scaffold_227237_3B 15465 16327 3AL,3DL
BE490734 443 3BL2-0.22-0.50 scaffold_222369_3B 97058 97959 3DL
BE406461 378 3BL2-0.22-0.50 scaffold_222481_3B 84900 85667 3AL,3DL
BE405776 526 3BL2-0.22-0.50 scaffold_221268_3B 53461 54429 3AL,U
BE637660 375 3BL2-0.22-0.50 scaffold_222389_3B 84152 84955 3AL,3DL
BG263667 372 3BL2-0.22-0.50 scaffold_223258_3B 82110 82876 3AL,3DL
BE398488 280 3BL2-0.22-0.50 scaffold_222277_3B 69707 70397 3AL,3DL
BE398503 147 3BL2-0.22-0.50 scaffold_226306_3B 21817 22514 3AL,3DL
BE444252 443 3BL2-0.22-0.50 scaffold_222532_3B 99315 100312 3AL,3DL
BE406587 347 3BL2-0.22-0.50 scaffold_222421_3B 109794 110482 3AL,3DL
BE490613 510 3BL2-0.22-0.50 scaffold_222908_3B 88986 89716 3DL
BE490651 511 3BL2-0.22-0.50 scaffold_221138_3B 57224 58041 3AL,3DL
BE499348 645 3BL2-0.22-0.50 scaffold_223574_3B 77684 78573 3AL,3DL
BE404799 544 3BL2-0.22-0.50 scaffold_223845_3B 30103 30909 3AL,3DL
BE443568 602 3BL2-0.22-0.50 scaffold_221153_3B 141305 142089 3AL,3DL
BE445803 527 3BL2-0.22-0.50 scaffold_220588_3B 270529 271460 3AL,3DL
BE636979 357 3BL2-0.22-0.50 scaffold_222336_3B 92491 93273 3AL,3DL
BF483255 405 3BL2-0.22-0.50 scaffold_223037_3B 9876 10625 3AL,3DL,4AS,4B
BE443175 253 3BL2-0.22-0.50 scaffold_221278_3B 53851 54678 3AL,3DL
BM138485 402 3BL2-0.22-0.50 scaffold_221509_3B 91208 91996 3AL,3DL
BE605042 558 3BL2-0.22-0.50 scaffold_224886_3B 40539 41696 3AL,3DL
BE500112 502 3BL2-0.22-0.50 scaffold_226118_3B 18782 19658 3DL
BF201874 467 3BL2-0.22-0.50 scaffold_221173_3B 47859 48764 3DL
BF478698 596 3BL2-0.22-0.50 scaffold_224894_3B 47588 48783
BF478932 499 3BL2-0.22-0.50 scaffold_221915_3B 122066 122989 3AL,3DL
BG313297 471 3BL2-0.22-0.50 scaffold_224886_3B 40081 41151 3AL,3DL,1DL
BG607861 599 3BL2-0.22-0.50 scaffold_220896_3B 149926 150861 3AL
BF202528 267 3BL2-0.22-0.50 scaffold_220773_3B 153681 154547 3AL,3DL
BE494888 421 3BL2-0.22-0.50 scaffold_222228_3B 76930 77922 3AL,3DL
BE606881 355 3BL2-0.22-0.50 scaffold_226412_3B 21945 22736 3AL,3DL
BF482732 278 3BL2-0.22-0.50 scaffold_224343_3B 52556 53357 3DL
BF483799 284 3BL2-0.22-0.50 scaffold_221798_3B 40960 41766 3AL,3DL
BF483930 449 3BL2-0.22-0.50 scaffold_228359_3B 10084 11132 3AL,3DL
BG263637 282 3BL2-0.22-0.50 scaffold_220588_3B 253850 254567 3AL,3DL
BG607570 468 3BL2-0.22-0.50 scaffold_221520_3B 11755 12531 3AL
BF485381 196 3BL2-0.22-0.50 scaffold_220737_3B 48922 49675 3AL,3DL
BF484767 521 3BL2-0.22-0.50 scaffold_222276_3B 23902 25022 3AL,3DL,U
BF484964 592 3BL2-0.22-0.50 scaffold_222403_3B 118731 119599 3AL,3DL
BG604766 291 3BL2-0.22-0.50 scaffold_225301_3B 8041 8813
BG604893 548 3BL2-0.22-0.50 scaffold_222403_3B 116819 117617 3AL,3DL
BF291889 500 3BL2-0.22-0.50 scaffold_220628_3B 391632 392354 3AL,3DL
BF291861 483 3BL2-0.22-0.50 scaffold_221283_3B 131585 132356 3AL,3DL
BE591581 377 3BL2-0.22-0.50 scaffold_224129_3B 11818 12594 3AL,3DL
BE591575 451 3BL2-0.22-0.50 scaffold_220625_3B 84293 85130 3AL,3DL
BM140368 559 3BL2-0.22-0.50 scaffold_221272_3B 117279 118334 3AL,3DL
BE637307 265 3BL2-0.22-0.50 scaffold_220673_3B 69330 70034 3AL,3DL
BF146076 416 3BL2-0.22-0.50 scaffold_222302_3B 83129 84002 3AL,3DL
BE426763 658 3BL2-0.22-0.50 scaffold_222281_3B 117922 118997 3AL,3DL
BE406507 475 3BL2-0.22-0.50 scaffold_223057_3B 85995 87069
3AL,2DS,4DS,5AL,5
BL,5DL,
BM134555 495 3BL2-0.22-0.50 scaffold_221341_3B 36340 37119 3AL,3DL
BM136936 411 3BL2-0.22-0.50 scaffold_224169_3B 64835 65662 3AL,5DL
BE500330 598 3BL2-0.22-0.50 scaffold_221278_3B 50163 51003 3AL,3DL
BF202587 325 3BL2-0.22-0.50 scaffold_221154_3B 92397 93321 3AL,3DL
BF485012 419 3BL2-0.22-0.50 scaffold_221895_3B 28828 29597 3AL,3DL
BF484783 612 3BL2-0.22-0.50 scaffold_226236_3B 6550 7345 4AL,4BS,4DS
BG263409 499 3BL2-0.22-0.50 scaffold_221862_3B 116114 116978 3AL,3DL
BG263580 453 3BL2-0.22-0.50 scaffold_226456_3B 28691 29667 2BS,2DS
BI479128 587 3BL2-0.22-0.50 scaffold_221905_3B 43643 44576
BI479128 587 3BL2-0.22-0.50 scaffold_221905_3B 43643 44576
BE585764 632 3BL2-0.22-0.50 scaffold_222062_3B 107689 108892 4AL,4BS,4DS
BE403439 464 3BL2-0.22-0.50 scaffold_221940_3B 94368 95069
3AL,3DL,1AS,1BS,1
DS,
BE403619 324 3BL2-0.22-0.50 scaffold_222085_3B 56339 57031 3AL,3DL
BE489323 514 3BL2-0.22-0.50 scaffold_222871_3B 55519 56609 4BS,5BL,7BL
BF429416 322 3BL2-0.22-0.50 scaffold_221920_3B 15493 16386 3AL,3DL
BE590689 508 3BL2-0.22-0.50 scaffold_224699_3B 3413 4207 5BL,6AS,6DS
BE442759 465 3BL2-0.22-0.50 scaffold_226549_3B 17125 17903 3AL,3DL
BE445533 538 3BL2-0.22-0.50 scaffold_221914_3B 129556 130449 3DL
BE605119 447 3BL2-0.22-0.50 scaffold_221924_3B 58423 59253
BG313765 478 3BL2-0.22-0.50 scaffold_227342_3B 4183 5101 5BL,5BS,7BL,7BS
BE606723 352 3BL2-0.22-0.50 scaffold_221963_3B 86541 87328 4AS,4BL,4DL
BE425919 546 3BL2-0.22-0.50 scaffold_228126_3B 10870 11761 3AL,3DL
BG263769 393 3BL2-0.22-0.50 scaffold_220883_3B 205779 206480 3AL,3DL
BE497053 234 3BL2-0.22-0.50 scaffold_224764_3B 27824 28584 3AL,3DL
BE518276 501 3BL2-0.22-0.50 scaffold_227703_3B 8806 9669 3AL,3DL
BE442638 547 3BL2-0.22-0.50 scaffold_228486_3B 2989 3942 3AL
BM134606 367 3BL2-0.22-0.50 scaffold_222876_3B 67269 67972 3AL,3DL
BI479637 562 3BL2-0.22-0.50 scaffold_222761_3B 20657 21815 3AL,3DL
BF485214 334 3BL2-0.22-0.50 scaffold_226235_3B 26714 27384 3AL
BF485118 497 3BL2-0.22-0.50 scaffold_222788_3B 92069 92777
BE444864 547 3BL7-0.63-1.00 scaffold_223993_3B 33403 34152 3AL
BE500460 377 3BL7-0.63-1.00 scaffold_220915_3B 48956 49796
3AL,3DL,6DL,5BL,5
DS,4DL
BF429203 500 3BL7-0.63-1.00 scaffold_221162_3B 127817 128553 3AL,3DL
BG314270 625 3BL7-0.63-1.00 scaffold_221031_3B 128534 129364 3AL,3DL
BE423472 605 3BL7-0.63-1.00 scaffold_223879_3B 62785 63687 3AL,3DL
BE424246 527 3BL7-0.63-1.00 scaffold_225580_3B 9257 10375 3AL,3DL
BE499016 540 3BL7-0.63-1.00 scaffold_221750_3B 50596 51393 3AL,3DL
BE404374 589 3BL7-0.63-1.00 scaffold_220809_3B 42294 43181 3AL,3DL
BE500244 465 3BL7-0.63-1.00 scaffold_223356_3B 34356 35107 3AL,3DL
BF474720 520 3BL7-0.63-1.00 scaffold_224879_3B 10922 11922 3AL,3DL
BG312756 240 3BL7-0.63-1.00 scaffold_221732_3B 94403 95242
3AL,3DL,7BS,6AS,2
BL,4AS
BQ280438 522 3BL7-0.63-1.00 scaffold_221313_3B 64947 65842 3AL,3DL
BE444473 388 3BL7-0.63-1.00 scaffold_221246_3B 113987 114736
3AL,3DL,4AL,4BL,5
AL
BE585704 664 3BL7-0.63-1.00 scaffold_224636_3B 49292 50360 3AL,3DL
BE442674 527 3BL7-0.63-1.00 scaffold_221180_3B 140859 141692 3AL,3DL
BE443397 600 3BL7-0.63-1.00 scaffold_226069_3B 32008 32810 3AL,3DL
BE442624 486 3BL7-0.63-1.00 scaffold_221119_3B 189678 190669 3AL,3DL
BE494330 398 3BL7-0.63-1.00 scaffold_222482_3B 112036 112787 3AL,3DL
BE499186 541 3BL7-0.63-1.00 scaffold_222201_3B 118812 119608 3AL,3DL
BE495145 486 3BL7-0.63-1.00 scaffold_226775_3B 21199 21919 3AL,3DL
BE497740 549 3BL7-0.63-1.00 scaffold_228657_3B 12247 13003 3AL,3DL
BE499968 528 3BL7-0.63-1.00 scaffold_221954_3B 22670 23511 3AL,3DL
BF485004 316 3BL7-0.63-1.00 scaffold_221870_3B 110015 110804 3AL,3DL,5AL
BE403428 551 3BL7-0.63-1.00 scaffold_222483_3B 55479 56359 3AL,3DL,1AL,1DL
BE445556 558 3BL7-0.63-1.00 scaffold_222709_3B 27627 28335 3AL,3DL
BF145691 462 3BL7-0.63-1.00 scaffold_220994_3B 209928 210708 3AL,3DL
BE488246 556 3BL7-0.63-1.00 scaffold_220912_3B 159935 160792 3AL
BE489782 360 3BL7-0.63-1.00 scaffold_224961_3B 23702 24638 3AL,3DL
BE442986 621 3BL7-0.63-1.00 scaffold_222114_3B 99984 100816 3AL,3DL
BE443132 678 3BL7-0.63-1.00 scaffold_220619_3B 140901 142091 3AL,3DL
BE443193 381 3BL7-0.63-1.00 scaffold_226450_3B 5217 6069 3AL,3DL
BE444392 667 3BL7-0.63-1.00 scaffold_226235_3B 31416 32334 3AL
BM134465 359 3BL7-0.63-1.00 scaffold_228602_3B 12509 13214 3AL,3DL
BM138546 553 3BL7-0.63-1.00 scaffold_225947_3B 15363 16119 3AL,3DL
BM138635 519 3BL7-0.63-1.00 scaffold_221825_3B 15102 16131 3AL,3DL
BE405221 530 3BL7-0.63-1.00 scaffold_223787_3B 67925 68748 3AL
BF292596 485 3BL7-0.63-1.00 scaffold_225572_3B 23408 24329 3AL,3DL
BE445203 518 3BL7-0.63-1.00 scaffold_224403_3B 58000 58788 3AL,3DL
BE490274 450 3BL7-0.63-1.00 scaffold_224949_3B 7831 8580 3AL,3DL
BE404461 362 3BL7-0.63-1.00 scaffold_221729_3B 73610 74560 3AL,3DL
BE517780 537 3BL7-0.63-1.00 scaffold_221357_3B 180673 181563 3AL,3DL
BF200942 311 3BL7-0.63-1.00 scaffold_227101_3B 10436 11194 3AL,3DL
BE605103 512 3BL7-0.63-1.00 scaffold_222952_3B 2766 3867 3AL,3DL
BF484536 408 3BL7-0.63-1.00 scaffold_223057_3B 61195 62202
BE489274 536 3BL7-0.63-1.00 scaffold_220590_3B 184226 185259 3AL,3DL
BF202610 576 3BL7-0.63-1.00 scaffold_226875_3B 5797 6851 3AL,3DL
BG313801 209 3BL7-0.63-1.00 scaffold_221673_3B 62261 62991 3AL,3DL
BE495195 436 3BL7-0.63-1.00 scaffold_224042_3B 50530 51294 3AL,3DL,7BL
BG607141 574 3BL7-0.63-1.00 scaffold_227311_3B 21454 22175 3AL,3DL
BE604897 365 3BL7-0.63-1.00 scaffold_226119_3B 28053 28832 3AL,3DL
BE398631 327 3BL7-0.63-1.00 scaffold_224092_3B 53408 54294 3AL
BE637789 540 3BL7-0.63-1.00 scaffold_225466_3B 5780 6717 3AL,3DL
BE494854 543 3BL7-0.63-1.00 scaffold_221830_3B 84339 85454 3AL,3DL
BG263365 440 3BL7-0.63-1.00 scaffold_225084_3B 20967 21836 3AL,3DL
BE498322 557 3BL7-0.63-1.00 scaffold_228420_3B 11846 12985 3DL,U
BE497749 396 3BL7-0.63-1.00 scaffold_220619_3B 224225 224931 3AL,3DL
BE498661 465 3BL7-0.63-1.00 scaffold_220709_3B 199082 199819 3AL,3DL
BF485440 110 3BL7-0.63-1.00 scaffold_221246_3B 113334 114031
3AL,3DL,4BL4DL,5
AL
BF483129 257 3BL7-0.63-1.00 scaffold_225283_3B 42917 43609
3AL,5BL,5DL,7AL,7
DL
BF293037 450 3BL7-0.63-1.00 scaffold_221610_3B 145901 146950 3AL,3DL
BE446043 518 3BL7-0.63-1.00 scaffold_222165_3B 11776 12536 3AL,3DL
BE445966 366 3BL7-0.63-1.00 scaffold_223622_3B 30542 31376 3AL,3DL
BF483618 599 3BL7-0.63-1.00 scaffold_221155_3B 112739 113563 3AL,3DL
BF483498 571 3BL7-0.63-1.00 scaffold_225664_3B 31154 31934 3AL,3DL
BG263661 409 3BL7-0.63-1.00 scaffold_226900_3B 11477 12475 3AL,3DL
BG262734 523 3BL7-0.63-1.00 scaffold_222477_3B 116139 116840 3AL,3DL
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BF483276 449 3BS9-0.57-0.78 scaffold_221067_3B 52514 53562
BE499387 623 3BS9-0.57-0.78 scaffold_221319_3B 179728 180440 3AS
BE494662 454 3BS9-0.57-1.00* scaffold_223578_3B 45475 46504 3AS,4AS,6BL,6BS,
BE518257 435 3BS9-0.57-1.00* scaffold_220881_3B 54989 56023
BG263585 312 C3B scaffold_225733_3B 21150 21903 3AS,3DS
BF473034 609 C3B scaffold_220972_3B 151800 152703 3AS,3DS
BF473231 379 C-3BL10-0.50* scaffold_221488_3B 133226 134164
3AS,3DS,6BS,6DS,4
BL,5Al
BE498378 541 C-3BL10-0.50* scaffold_224757_3B 43633 44656 3AL,U,7AS,7BS,7DS
BE497979 605 C-3BL10-0.50* scaffold_225805_3B 9793 10605 3AS,3DS
BF484631 687 C-3BL10-0.50* scaffold_221561_3B 164717 165568 3AS,3DS
BG313636 512 C-3BL10-0.50* scaffold_223874_3B 19017 19809 3AS,3DS
BF292612 164 C-3BL10-0.50* scaffold_226099_3B 16364 17093 3AS,3DS
BE405208 492 C-3BL10-0.50* scaffold_223025_3B 86586 87433 3AS,3DS
BE494219 528 C-3BL10-0.50* scaffold_222421_3B 99965 100818 3AS,3DS
BE591527 597 C-3BL10-0.50* scaffold_220746_3B 281518 282701 3AS,3DS
BF429128 347 C-3BL10-0.50* scaffold_220717_3B 329272 330000 3AS,3DS
BE445996 583 C-3BL10-0.50* scaffold_221644_3B 144910 145822 3AS,3DS
BG604620 124 C-3BL10-0.50* scaffold_223823_3B 19680 20403 5BL,5BS,7BS
BF483829 406 C-3BL10-0.50* scaffold_221127_3B 129685 130672 3AL,3DL,
BF482924 450 C-3BL10-0.50* scaffold_222810_3B 51975 52778 5AL
BE494474 560 C-3BL2-0.22 scaffold_221723_3B 22503 23211 3AL,3DL,
BG262899 269 C-3BL2-0.22 scaffold_222785_3B 79902 80690 3AL
BE406566 230 C-3BL2-0.22 scaffold_226632_3B 23936 24622 3AL,3DL,
BE406810 234 C-3BL2-0.22 scaffold_220597_3B 510097 510802 3AL,3DL,
BE500293 190 C-3BL2-0.22 scaffold_220597_3B 510107 510761 3AL,3DL,
BE404709 408 C-3BL2-0.22 scaffold_224245_3B 9647 10371 3AL,3DL,
BE606250 617 C-3BL2-0.22 scaffold_221917_3B 41112 41979 3AL,3DL,
BE517931 601 C-3BL2-0.22 scaffold_222136_3B 40392 41305 3AL
BE446731 541 C-3BL2-0.22 scaffold_225184_3B 40167 40936 3AL,3DL,
BE605010 446 C-3BL2-0.22 scaffold_221669_3B 131315 132324 3AL,3DL,
BE489326 599 C-3BL2-0.22 scaffold_224428_3B 13234 14346 3AL,3DL,
BE442805 414 C-3BL2-0.22 scaffold_225944_3B 19377 20191 3AL,3DL,
BE403201 537 C-3BL2-0.22 scaffold_222928_3B 14872 15695 3AL,3DL,
BE517750 508 C-3BL2-0.22 scaffold_222275_3B 17062 18169 3AL,3DL,
BE443753 517 C-3BL2-0.22 scaffold_223520_3B 36408 37509 3AL,3DL,
BE494776 622 C-3BL2-0.22 scaffold_225653_3B 32520 33234 3AL,3DL,
BE500510 429 C-3BL2-0.22 scaffold_221506_3B 155541 156289 3AL
BG313654 427 C-3BL2-0.22 scaffold_223321_3B 11499 12281 3AL,3DL,
BG607408 542 C-3BL2-0.22 scaffold_222565_3B 52066 52848 3DL,7DS
BE446403 535 C-3BL2-0.22 scaffold_221917_3B 51538 52354 3AL,3DL
BF485348 382 C-3BL2-0.22 scaffold_221803_3B 25555 26513 3AS,3DS
BE405599 485 C-3BL2-0.22 scaffold_220679_3B 9937 10865 3AL,3DL,
BF291730 697 C-3BL2-0.22 scaffold_227720_3B 8603 9422 3AL,3DL,
BE404971 575 C-3BL2-0.22 scaffold_225220_3B 14070 14852 3AL,3DL,
BE637251 381 C-3BL2-0.22 scaffold_221715_3B 35519 36261 3AL,4BL,
BF428637 465 C-3BL2-0.22 scaffold_221225_3B 122608 123672
3AL,3DL,1AL,1B,1D
L
BE591590 520 C-3BL2-0.22 scaffold_224302_3B 31420 32533 U
BM140477 546 C-3BL2-0.22 scaffold_224416_3B 43240 44082 3AL,3DL,3DL,4AS
BE500083 535 C-3BL2-0.22 scaffold_222010_3B 39456 40168 3AL,3DL
BF474023 605 C-3BL2-0.22 scaffold_221231_3B 47893 48598 3AL,3DL
BE498761 436 C-3BL2-0.22 scaffold_225709_3B 44889 45924 3AL,3DL
BE499982 611 C-3BL2-0.22 scaffold_221441_3B 145326 146259 3AL,3DL
BG274556 558 C-3BL2-0.22 scaffold_226374_3B 869 1626 3AL,3DL
BE405374 597 C-3BL2-0.22 scaffold_221037_3B 210367 211210 3AL,3DL,U
BE500863 469 C-3BL2-0.22 scaffold_221894_3B 75797 76651 3AS,3DL
BE499209 474 C-3BL2-0.22 scaffold_222010_3B 29055 29892 3AL,3DL
BE399500 342 C-3BL2-0.22 scaffold_226901_3B 23036 23828 3AS,3DS
BE422922 558 C-3BL2-0.22 scaffold_229027_3B 11850 12715 3AL,3DL
BE442924 653 C-3BL2-0.22 scaffold_224743_3B 5391 6211 2BL,5BS no hits
BE403637 541 C-3BL2-0.22 scaffold_220697_3B 223453 224559
3AL,3DL,4AL,5BL,5
DL,7AL,7BL,7DL
BE404434 678 C-3BL2-0.22 scaffold_220697_3B 222673 223802
3AL,3DL,4AL,5BL,5
DL,7BL,U
BE443082 612 C-3BL2-0.22 scaffold_223995_3B 67460 68343 3AS,5BL,6BL
BE443053 608 C-3BL2-0.22 scaffold_220995_3B 60737 61634 3DL
BF478559 462 C-3BL2-0.22 scaffold_222297_3B 122871 123672 3DL
BG313367 243 C-3BL2-0.22 scaffold_220816_3B 223774 224525 1BL,1DL,2BS
BE495066 509 C-3BL2-0.22 scaffold_230427_3B 2433 3487 3AS,3DL
BE496144 449 C-3BL2-0.22 scaffold_223463_3B 46302 47035 3AL,3DL
BF291713 496 C-3BL2-0.22 scaffold_224591_3B 40388 41296
BF292654 403 C-3BL2-0.22 scaffold_220622_3B 144696 145566 3AL,3DL
BE490187 568 C-3BL2-0.22 scaffold_220999_3B 170535 171285 3AL,3DL
BF202776 541 C-3BL2-0.22 scaffold_221884_3B 106570 107710 3DL,U,4BL
BF429272 551 C-3BL2-0.22 scaffold_221122_3B 161870 162730 3AL
BF482930 108 C-3BL7-0.63* scaffold_221509_3B 97627 98285 3AL,3DL
BE442599 654 C-3BS1-0.33 scaffold_225266_3B 33424 34327 3AS,3DS
BE494807 603 C-3BS1-0.33 scaffold_221059_3B 55135 55959 3AL,3DL
BE424862 190 C-3BS1-0.33 scaffold_222394_3B 18488 19182 3AS,3DS
BG274933 397 C-3BS1-0.33 scaffold_224701_3B 26138 27134 3AS,3DS
BE399952 396 C-3BS1-0.33 scaffold_223871_3B 68484 69356 3AS,3DS
BG312609 288 C-3BS1-0.33 scaffold_221404_3B 171079 171907 3AS,3DS
BE404580 649 C-3BS1-0.33 scaffold_221809_3B 97764 98492 3AL,3DL
BE488843 520 C-3BS1-0.33 scaffold_226248_3B 12335 13102 3AS,3DS
BE489168 365 C-3BS1-0.33 scaffold_222480_3B 103180 104106 3AS,3DS
BM138225 551 C-3BS1-0.33 scaffold_222327_3B 13280 14400 3AS,3DS
BF200587 441 C-3BS1-0.33 scaffold_221829_3B 80630 81461 3AS,3DS
BE591754 152 C-3BS1-0.33 scaffold_221829_3B 21296 22026 3AS,3DS
BF482491 577 C-3BS1-0.33 scaffold_220601_3B 224320 225136 3AS,3DS
BF474859 349 C-3BS1-0.33 scaffold_221110_3B 108806 109653 3AS,3DS
BG313557 127 C-3BS1-0.33 scaffold_221364_3B 100547 101211 3AL,3DL
BE405131 498 C-3BS1-0.33 scaffold_223975_3B 70739 71474 7AL,7BL,7DL
BF428891 575 C-3BS1-0.33 scaffold_222064_3B 18607 19465 3AS,3DS
BE446126 142 C-3BS1-0.33 scaffold_221829_3B 65950 66654
BG606644 548 C-3BS1-0.33 scaffold_226039_3B 19675 20681 3AS,3DS
BE405354 474 C-3BS1-0.33 scaffold_222064_3B 28988 29936 3AS,3DS
BE405496 562 C-3BS1-0.33 scaffold_226213_3B 29617 30543 3AS,U
BE591466 276 C-3BS1-0.33 scaffold_223871_3B 73251 74045 3AS,3DS
BM138019 498 C-3BS1-0.33 scaffold_220956_3B 246936 247714 3AS,3DS
BE406646 478 C-3BS1-0.33 scaffold_223230_3B 63708 64673 3AS,3DS
BE590756 626 C-3BS1-0.33 scaffold_222262_3B 36195 37122 3AS,3DS
BE426393 563 C-3BS1-0.33 scaffold_222145_3B 29883 30677 3AS,3DS
BG274145 473 C-3BS1-0.33 scaffold_222633_3B 8438 9353 3AS,3DS
BF202385 362 C-3BS1-0.33 scaffold_223909_3B 63000 63762 3DS,1BL
BG606803 434 C-3BS1-0.33 scaffold_221145_3B 174804 175694 1DL,1DS,5AS,7DS
BE444280 520 C-3BS1-0.33 scaffold_221077_3B 75813 76682 3DS,U
BE638004 194 C-3BS1-0.33 scaffold_221510_3B 90540 91333 4BS,6DL
BE398275 300 C-3BS1-0.33 scaffold_222394_3B 26456 27190 3AS,3DS
BE406903 289 C-3BS1-0.33 scaffold_221809_3B 97764 98492 3AL,3DL
BM138680 488 C-3BS1-0.33 scaffold_221208_3B 50113 51200
1AL,2BS,2DS,4BL,4
DS,5BL,5DS,6AS,6D
L,7BL,7DL
BE498447 421 C-3BS1-0.33 scaffold_223225_3B 39922 40942 3AS,U
BE499349 545 C-3BS1-0.33 scaffold_225484_3B 26844 27988
BE444822 167 C-3BS1-0.33 scaffold_227221_3B 23855 24604 3AS,3DS
BE443276 528 C-3BS1-0.33 scaffold_225315_3B 21384 22140 3AL,3DL
BG262527 378 C-3BS1-0.33 scaffold_223954_3B 41724 42522 3AS,3DS
BG313208 552 C-3BS1-0.33 scaffold_222675_3B 102790 103889 3AS,3DS
BE591258 540 C-3BS1-0.33 scaffold_222170_3B 15213 16025 3DS
BF292874 509 C-3BS1-0.33 scaffold_222064_3B 32025 33133 3AS,3DS
BF482977 239 C-3BS1-0.33 scaffold_221643_3B 58646 59349 3AL,3DL
BE517875 513 C-3BS1-0.33 scaffold_221426_3B 88033 88984 3AS,3DS
BE518003 576 C-3BS1-0.33 scaffold_222728_3B 34758 35459 3AS,3DS
BE591725 616 C-3BS1-0.33 scaffold_222040_3B 96309 97412
3AS,3DS,2BL,4BL,5
AL
BE637525 460 C-3BS1-0.33 scaffold_221510_3B 82602 83324 1DS,2AL,5BL,U
BF482223 563 C-3BS1-0.33 scaffold_221106_3B 62492 63586 3AL
BF291384 622 C-3BS1-0.33 scaffold_220956_3B 177125 177965
BF478745 519 C-3BS9-0.57* scaffold_220591_3B 74740 75569 3AS,3DS
BE637806 537 C-3BS9-0.57* scaffold_221087_3B 25613 26488 3AS,3DS
APPENDIX - III
Details of bin-mapped wheat ESTs of chromosome 3D and their matching to 3D scaffolds with
sequence coordinates. Duplicate loci of ESTs are also presented.
Wheat EST Size
(bases)
Mapped location Scaffold name Coordinate
Start
Coordinate
end
Duplicate
Position
BE500460 377 3DL2-0.27-0.81 scaffold_250627_3DL 37587 38427 3AL,3B
BF429203 500 3DL2-0.27-0.81 scaffold_249309_3DL 40354 41090 3AL,3B
BE424200 569 3DL2-0.27-0.81 scaffold_253186_3DL 18031 19176 3AL,3B
BE442943 635 3DL2-0.27-0.81 scaffold_252012_3DL 5995 7083 3AL,3B
BE445343 507 3DL2-0.27-0.81 scaffold_251275_3DL 5481 6324 3AL,3B
BE497784 538 3DL2-0.27-0.81 scaffold_251052_3DL 39108 39982 3AL,3B
BE490734 443 3DL2-0.27-0.81 scaffold_252077_3DL 16438 17156 3B
BE490744 493 3DL2-0.27-0.81 scaffold_251113_3DL 16387 17259 3AL,3B
BE406461 378 3DL2-0.27-0.81 scaffold_250960_3DL 17963 18730 3AL,3B
BE406566 230 3DL2-0.27-0.81 scaffold_249029_3DL 248528 249214 3AL,3B
BE637660 375 3DL2-0.27-0.81 scaffold_251021_3DL 24596 25399 3AL,3B
BE500792 585 3DL2-0.27-0.81 scaffold_250713_3DL 8570 9372 3AL,3B
BE638025 468 3DL2-0.27-0.81 scaffold_251302_3DL 26624 27516 3AL,3B
BF484945 212 3DL2-0.27-0.81 scaffold_249561_3DL 5029 5783 3AL,3B
BG263667 372 3DL2-0.27-0.81 scaffold_249279_3DL 61006 61785 3AL,3B
BE398488 280 3DL2-0.27-0.81 scaffold_251290_3DL 35125 35867 3AL,3B
BE398503 147 3DL2-0.27-0.81 scaffold_250760_3DL 44458 45147 3AL,3B
BG607914 364 3DL2-0.27-0.81 scaffold_251186_3DL 7148 8103 3AL,3B,7BL
BQ280515 570 3DL2-0.27-0.81 scaffold_251459_3DL 26056 26859 3AL
BE442571 560 3DL2-0.27-0.81 scaffold_251036_3DL 38232 39151 3AL,3B
BE444252 443 3DL2-0.27-0.81 scaffold_249556_3DL 85599 86596 3AL,3B
BE585734 664 3DL2-0.27-0.81 scaffold_249102_3DL 12701 13498 3AL,3B
BE585797 594 3DL2-0.27-0.81 scaffold_250807_3DL 4095 4864 3AL
BE404385 709 3DL2-0.27-0.81 scaffold_253909_3DL 10201 11089 U
BE406587 347 3DL2-0.27-0.81 scaffold_249241_3DL 112814 113502 3AL,3B
BE442674 527 3DL2-0.27-0.81 scaffold_250631_3DL 38052 38885 3AL,3B
BE490651 511 3DL2-0.27-0.81 scaffold_250525_3DL 51378 52195 3AL,3B
BE442624 486 3DL2-0.27-0.81 scaffold_253018_3DL 15990 16920 3AL,3B
BE494330 398 3DL2-0.27-0.81 scaffold_249661_3DL 13152 13903 3AL,3B
BE636993 446 3DL2-0.27-0.81 scaffold_249777_3DL 68030 68727 3AL,3B,1AL,1DL,
5DL
BE499348 645 3DL2-0.27-0.81 scaffold_250846_3DL 18142 19031 3AL,3B
BF485179 517 3DL2-0.27-0.81 scaffold_252022_3DL 24201 24998 3AL,5AL,5DL
BE404799 544 3DL2-0.27-0.81 scaffold_249286_3DL 52409 53423 3AL,3B
BE495145 486 3DL2-0.27-0.81 scaffold_252266_3DL 15731 16451 3AL,3B
BE499968 528 3DL2-0.27-0.81 scaffold_249205_3DL 99836 100677 3AL,3B
BE403721 540 3DL2-0.27-0.81 scaffold_249105_3DL 10261 10942 3AL,3B,4DS,4AL,
4BS
BE443568 602 3DL2-0.27-0.81 scaffold_250046_3DL 11744 12528 3AL,3B
BE636979 357 3DL2-0.27-0.81 scaffold_251766_3DL 6007 6789 3AL,3B
BF483255 405 3DL2-0.27-0.81 scaffold_249702_3DL 81967 82716 3AL,3B,4AS,4B
BF145691 462 3DL2-0.27-0.81 scaffold_249808_3DL 18586 19366 3AL,3B
BE489481 525 3DL2-0.27-0.81 scaffold_252068_3DL 7444 8299 3AL,3B
BE489130 520 3DL2-0.27-0.81 scaffold_249241_3DL 110618 111699 3AL
BE442986 621 3DL2-0.27-0.81 scaffold_251232_3DL 19169 20365 3AL,3B
BE443175 253 3DL2-0.27-0.81 scaffold_250813_3DL 30273 31100 3AL,3B
BE443193 381 3DL2-0.27-0.81 scaffold_249875_3DL 75073 75919 3AL,3B
BE445328 527 3DL2-0.27-0.81 scaffold_249102_3DL 13689 14520 3AL,3B
BM134414 390 3DL2-0.27-0.81 scaffold_250855_3DL 25946 26726 3AL,3B
BM134465 359 3DL2-0.27-0.81 scaffold_252206_3DL 12750 13455 3AL,3B
BM138485 402 3DL2-0.27-0.81 scaffold_249301_3DL 46294 47073 3AL,3B
BF292596 485 3DL2-0.27-0.81 scaffold_251716_3DL 16706 17617 3AL,3B
BE499024 382 3DL2-0.27-0.81 scaffold_250038_3DL 40045 41026 3AL
BE500348 340 3DL2-0.27-0.81 scaffold_251199_3DL 16977 17786 3AL,3B
BE445539 512 3DL2-0.27-0.81 scaffold_249613_3DL 35917 36647 3AL,3B
BE470919 589 3DL2-0.27-0.81 scaffold_250343_3DL 42192 42957 3AL
BE517780 537 3DL2-0.27-0.81 scaffold_250733_3DL 37338 38228 3AL,3B
BF200942 311 3DL2-0.27-0.81 scaffold_251762_3DL 25642 26400 3AL,3B
BE405214 561 3DL2-0.27-0.81 scaffold_249608_3DL 48189 49004 3AL,3B
BE490596 531 3DL2-0.27-0.81 scaffold_249556_3DL 87160 87987 3AL,3B,
1A,1BL,1DL
BE489274 536 3DL2-0.27-0.81 scaffold_252664_3DL 14669 15695 3AL,3B
BE497664 588 3DL2-0.27-0.81 scaffold_249354_3DL 12163 12965 3AL,3B
BE500112 502 3DL2-0.27-0.81 scaffold_251513_3DL 34310 35411
BF201874 467 3DL2-0.27-0.81 scaffold_249085_3DL 34890 35795 3B
BF201151 315 3DL2-0.27-0.81 scaffold_250855_3DL 29870 30591 3AL,3B
BF478406 493 3DL2-0.27-0.81 scaffold_249611_3DL 74805 75586 3B,1AS
BF478932 499 3DL2-0.27-0.81 scaffold_249301_3DL 56626 57549 3B,1AS
BG313152 650 3DL2-0.27-0.81 scaffold_250301_3DL 22000 22859 3B,1AS
BG313297 471 3DL2-0.27-0.81 scaffold_249061_3DL 31457 32518 3B,3AL,1DL
BG314548 569 3DL2-0.27-0.81 scaffold_251433_3DL 11384 12218 3AL,3B
BG263365 440 3DL2-0.27-0.81 scaffold_251130_3DL 24788 25657 3AL,3B
BE494888 421 3DL2-0.27-0.81 scaffold_249347_3DL 138596 139588 3AL,3B
BE497979 605 3DL2-0.27-0.81 scaffold_249891_3DL 12850 13662 3AL,3B
BF485480 190 3DL2-0.27-0.81 scaffold_249883_3DL 28459 29142 3AL,3B
BF292612 164 3DL2-0.27-0.81 scaffold_253633_3DL 14285 15012 3AL,3B
BF293037 450 3DL2-0.27-0.81 scaffold_251649_3DL 16006 16744 3AL,3B
BE405208 492 3DL2-0.27-0.81 scaffold_250846_3DL 43168 44015 3AL,3B
BE606881 355 3DL2-0.27-0.81 scaffold_249707_3DL 4654 5445 3AL,3B
BF482732 278 3DL2-0.27-0.81 scaffold_251869_3DL 10226 11033 3B
BF483618 599 3DL2-0.27-0.81 scaffold_250480_3DL 9272 10096 3AL,3B
BF483498 571 3DL2-0.27-0.81 scaffold_249962_3DL 11469 12249 3AL,3B
BF484767 521 3DL2-0.27-0.81 scaffold_252146_3DL 29461 30369 3AL,3B,U
BG604870 137 3DL2-0.27-0.81 scaffold_249373_3DL 20844 21542 3AL,3B
BG604893 548 3DL2-0.27-0.81 scaffold_249363_3DL 84496 85294 3AL,3B
BF291889 500 3DL2-0.27-0.81 scaffold_251024_3DL 8584 9306 3AL,3B
BF291861 483 3DL2-0.27-0.81 scaffold_252820_3DL 1463 2379 3AL,3B
BF200872 379 3DL2-0.27-0.81 scaffold_249054_3DL 238053 238894 5BL
BE517732 638 3DL2-0.27-0.81 scaffold_249074_3DL 167398 168269 3B
BG605323 464 3DL2-0.27-0.81 scaffold_251343_3DL 39919 40654 3AL,3B
BE443288 655 3DL2-0.27-0.81 scaffold_251644_3DL 7616 8333 3AL,3B
BE494161 450 3DL2-0.27-0.81 scaffold_249597_3DL 65690 66739 3AL,3B
BE494632 321 3DL2-0.27-0.81 scaffold_250506_3DL 10236 10994 3AL,3B
BE591727 491 3DL2-0.27-0.81 scaffold_251126_3DL 22950 23881 3AL,3B
BE591581 377 3DL2-0.27-0.81 scaffold_251976_3DL 14842 15618 3AL,3B
BE591575 451 3DL2-0.27-0.81 scaffold_249432_3DL 40421 41258 3AL,3B
BM140325 534 3DL2-0.27-0.81 scaffold_251992_3DL 20558 21639 3AL,3B
BM137713 421 3DL2-0.27-0.81 scaffold_249716_3DL 71775 72479 3B
BF473801 319 3DL2-0.27-0.81 scaffold_249259_3DL 149824 150543 3AL,3B
BE637307 265 3DL2-0.27-0.81 scaffold_252236_3DL 19496 20261 3AL,3B
BF146198 297 3DL2-0.27-0.81 scaffold_249609_3DL 102704 103457 3AL,3B
BE604885 286 3DL2-0.27-0.81 scaffold_249471_3DL 55535 56330 3AL,3B
BF202587 325 3DL2-0.27-0.81 scaffold_251974_3DL 4689 5613 3AL,3B
BF483399 115 3DL2-0.27-0.81 scaffold_250475_3DL 58100 58814
BF292309 194 3DL2-0.27-0.81 scaffold_249534_3DL 72664 73457 3AL,3B
BE444736 415 3DL2-0.27-0.81 scaffold_251990_3DL 6924 7860 3AL,3B
BE424492 431 3DL2-0.27-0.81 scaffold_252290_3DL 13296 14230 3AL,3B
BG263409 499 3DL2-0.27-0.81 scaffold_249803_3DL 7970 8797 3AL,3B
BE403619 324 3DL2-0.27-0.81 scaffold_250437_3DL 49025 49839 3AL,3B
BE403647 553 3DL2-0.27-0.81 scaffold_251773_3DL 24455 25225 3AL,3B
BF429416 322 3DL2-0.27-0.81 scaffold_252353_3DL 8103 8996 3AL,3B
BE443829 697 3DL2-0.27-0.81 scaffold_249600_3DL 98334 99235 3AS,3B,7BS
BE445533 538 3DL2-0.27-0.81 scaffold_251131_3DL 26106 26999 3B
BE488783 641 3DL2-0.27-0.81 scaffold_249996_3DL 48376 49323 3AL,3B,1AS,1BL
1DL,7DS
BE489603 336 3DL2-0.27-0.81 scaffold_249102_3DL 29427 30149 3AL,3B
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Ordering bin-mapped ESTs of Group 3 chromosomes of wheat using scaffold sequences | Dev Kumar Arya

  • 1. ORDERING BIN-MAPPED ESTs OF GROUP 3 CHROMOSOMES OF WHEAT USING SCAFFOLD SEQUENCES THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE (AGRICULTURE) IN (GENETICS AND PLANT BREEDING) BY DEVKUMAR ARYA DEPARTMENT OF GENETICS AND PLANT BREEDING CHAUDHARY CHARAN SINGH UNIVERSITY MEERUT - 250 004 (UP) INDIA 2018
  • 2. Ch. Charan Singh University, Meerut Department of Genetics and Plant Breeding Dharmendra Pratap, Ph.D. Sachin Kumar, Ph.D. Assistant Professor Assistant Professor Certificate This is to certify that this project report entitled “Ordering Bin-Mapped ESTs of Group 3 Chromosomes of Wheat Using Scaffold Sequences” submitted for the partial fulfillment of the requirements for the degree of Master of Science (Agriculture) in the Department of Genetics and Plant Breeding of Ch. Charan Singh University Meerut (U.P.) is a record of bonafide research work carried out by Mr. Dev Kumar Arya under my supervision and that no part of this project report has been submitted for any other degree or diploma. The assistance and help received during the course of this investigation have been fully acknowledged. (Dharmendra Pratap) (Sachin Kumar) Supervisor Co-supervisor
  • 3. DEDICATED TO MY BELOVED PARENTS AND GRANDPARENTS
  • 4. ACKNOWLEDGEMENTS I would like to express my deepest gratitude to my supervisors, Dr. Dharmendra Pratap and Dr. Sachin Kumar, Assistant Professors, Department of Genetics and Plant Breeding, Chaudhary Charan Singh University, Meerut, for their supervision, continuous involvement, constructive criticism, thesis writing and constant encouragement at every stage during the course of this study. I am also grateful to Professor S.S. Gaurav, Head of department, Professor P.K. Sharma, (Ex-Head and Dean Faculty of Agriculture; Professor Shailendra Sharma; Dr.Rahul Kumar; Emeritus Professors P.K. Gupta, S.P. Singh, H.S. Balyan for their guidance and valuable help and motivation. I am also thankful to all the lab members, my seniors, my colleagues including Mr. Vikas Kumar Singh, Sushil Kumar, Rahul Kumar, Ms.Muskan Rastogi and technical & non-technical staff of the Department of Genetics and Plant Breeding, Chaudhary Charan Singh University, Meerut, for their time to time help during this study. I also wish to express my gratitude to my parents and grandparents Mr.Veer Singh and Smt. Om vati Devi, my brothers Mr.Dharm Singh, Prakash Chandera , Satypal Singh, Dinesh Kumar, Saini, Sanjay Kumar Verma, Narender Kumar, Pushpender Kumar lodhi, Anuj Kumar, Naresh Kumar, Neeraj Kumar, Satya Prakash, Yashpal Singh; my brother in low Mr.Dharmender Singh; my sisters Mrs.Shakuntala, Ms.Chanderavati; my Nephew Aniket Singh, Jai Prakash, Sanjay Singh, Monu Singh, Mayank Singh and Niece Kumari Seema, Poonam, Anjali, Mamta, Prinka, Priti, Sapna) for their constant support and suggestions. Date: 04 September 2018 Place: Meerut (Dev Kumar Arya)
  • 5. CONTENTS Chapter Page No. 1. INTRODUCTION 10-11 2. REVIEW OF LITERATURE 12-22 2.1. Taxonomic classification of wheat 2.2. Construction of expressed sequence tag ESTs 2.2.1. Isolation of messenger RNA 2.2.2. Isolation of eukaryotic mRNA via oligo (dT) - cellulose chromatography 2.2.3. Synthesis of first and second strand of cDNA 2.2.4. Integration of cDNA into a suitable vector 2.3. Applications of Expressed Sequence Tags 2.4. EST Databases. 2.5. DNA Based Molecular Marker 2.6. Expressed sequence tag-simple sequence repeats (EST-SSRs) 2.7. Uses of molecular marker 3. MATERIALS AND METHODS 23-25 3.1. Wheat ESTs Sequences 3.2. Sequence database 3.3. Criteria used for sequence alignment 3.4. Comparison of our results with the published results by Munkvoled et al (2004) 4. RESULTS AND DISCUSSION 26-34 4.1. Analysis of group 3chromosome bin-mapped EST that matched scaffold sequences in wheat 4.2. Order of bin-mapped EST 4.3. Comparison to previous deletion bin mapping of group 3 chromosomes 5. SUMMARY 35-36 6. REFERENCES 37-41 APPENDIX I. Details of bin-mapped wheat ESTs of chromosome 3A and their matching to 3A scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. 42-52 APPENDIX II. Details of bin-mapped wheat ESTs of chromosome 3B and their matching to 3B scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. 53-65
  • 6. APPENDIX III. Details of bin-mapped wheat ESTs of chromosome 3D and their matching to 3D scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. 66-77 LIST OF TABLES Table 2.1. A summary of the number of ESTs belonging to genomes of some important plant species available in NCBI database (updated on June 12, 2018) Table 3.1. Distribution of ESTs among the homeologous group of wheat Table 4.1. Summary of BLAST results of bin mapped wheat EST with scaffold sequences Table 4.2. Differences in mapping results between present study and earlier study by Munkvold et al. (2004) using 1,268 ESTs of group 3 chromosomes Table 4.3. Number of ESTs mapped earlier in the deletion bins of group 3 chromosome now matched to other groups of wheat chromosomes
  • 7. LIST OF FIGURES Figure 2.1. Synthesis of first and second strand of cDNA. Figure 2.2. Modification of cDNA termini using linkers. Figure 3.1. ESTs showing top single hit from the alignments were allocated to specific bins of wheat chromosomes 3A, 3B and 3D. Figure. 3.2. A query sequence subject to BLAST (for instance, EST ID No: BF145392) against the wheat genomic sequence in ensemble Gramene, it splits into 4 different segments (1, 2, 3 and 4) as per matching found in wheat genomic sequence and considered as HSPs. These HSPs covers the query sequence as following, 1' HSP cover 53bases, 2' cover 185bases, 3' HSP cover 161bases and 4' HSP cover 29bases. There are three gaps, one bet segments 1' and 2', second between 2' and 3' and third one between 3' and 4' which is due to the presence of introns between the exons. The query segments (1, 2, 3 and 4) of wheat EST sequence matching with segments (1' 2' 3' and 4') of wheat genome sequence make longest consecutive HSP in correct order. Figure 4.1. Distribution pattern of EST loci on deletion-bins of group 3 chromosome. The bin fraction is indicated to the right of each chromosome. Numbers (red font) indicate EST loci; numbers (green font) inside parenthesis are number of scaffolds matched. This figure is based on only those ESTs having bin-mapped position and matched to scaffold sequences of group 3 chromosomes. Figure 4.2. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold sequence of chromosome 3A. The bin fraction is indicated to the left of chromosome 3A (green). Scaffold (Scaffold_3 A_194186_96323-117325) is shown as vertical bar (blue) and aligned ESTs (BE494219, BE406587, BE489130) are shown in red colour boxes. Name and size of aligned ESTs and their sequence coordinates (start-end) are given to the right of scaffold. Figure 4.3. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold sequence of chromosome 3B. The bin fraction is indicated to the left of chromosome 3B (green). Scaffold (Scaffold_3B_220619_140901-365343) is shown as vertical bar (blue) and aligned ESTs (BE443132, BE497749, BF429274, BM138221) are shown in red colour boxes. Name and size of aligned ESTs and their sequence coordinates (start-end) are given to the right of scaffold. Figure 4.4. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold sequence of chromosome 3D. The bin fraction is indicated to the left of chromosome 3D (green). Scaffold (Scaffold_3D_249102_8066-30149) is shown as vertical bar (blue) and aligned ESTs (BE445328, BE585734, BE489603) are shown in red colour boxes. Name and size of aligned ESTs and their sequence coordinates (start-end) are given to the right of scaffold.
  • 8. Figure 4.5: Diagram represented assignment for 68 EST to chromosome arms 3AS (21) and 3AL (47). These EST were only assigned to chromosome 3A previously by Munkvold et al. (2004). Figure 4.6. Diagram showed assignment for 33 EST to chromosome arms 3DS (9) and 3DL (24). These EST were only assigned to chromosome 3D previously by Munkvold et al. (2004). Figure 4.7. Diagram represented assignment for 179 ESTs to chromosome arms 3AS (69) and 3AL (110). These ESTs were failed to hybridize with chromosome 3A in previous study by Munkvold et al. (2004). Figure 4.8. Diagram represented assignment for 149 ESTs to chromosome 3B. These ESTs were failed to hybridize with chromosome 3B in previous study by Munkvold et al. (2004). Figure 4.9. Diagram represented assignment for 165 ESTs to chromosome arms 3DS (56) and 3DL (109). These ESTs were failed to hybridize with chromosome 3D in previous study by Munkvold et al. (2004).
  • 9. 1. INTRODUCTION Common or bread wheat (Triticum aestivum L.) is the most important staple food crop of the world and is grown on about 230 million hectares land which is more than any other crop grown at commercial level. After China, India occupies second rank in terms of wheat production in the world. Being an important source of dietary fibers, wheat alone provides 20% of the calories and proteins in our daily intake (Gupta et al. 2008). Bread wheat is a hexaploid species possess three sets of seven homoeologous chromosomes thus giving a total of 42 chromosomes. This hexaploid genome (2n=6x=42; AABBDD) of wheat shaped from two separate spontaneous hybridization events where each hybridization event was followed by chromosomes doubling (whole-genome duplication) and thus normal bivalent formation at meiosis produced today’s wheat. Wheat genome sequencing was initially considered challenging due to large size genome (~17 Gbp), high content of repetitive sequences (80%) and evolution. However, useful genomic resources (DNA sequences) were developed and molecular maps (cytogenetic, genetic and physical) were prepared by several labs utilizing a variety of molecular markers. In the beginning, molecular linkage maps based on restriction fragment length polymorphism (RFLP) analyses were developed for all the 21 wheat chromosomes (Devos and Gale 1993; Xie et al. 1993; Nelson et al. 1995). To expedite the whole-genome sequencing of wheat, many researchers were turned to produce transcript sequences of cDNA library generated from mRNA. Single-end (either 5’ or 3’) sequences of cDNAs are recognized as expressed sequence tags (ESTs), which proved a powerful recourse for discovery of genes in wheat genome. As a result, a major research project funded by National Science Foundation, USA generated and deposited 1,17,000 wheat EST sequences in the NCBI EST database (db). At the end of this project, ~16,000 EST loci from 7,104 EST representing wheat unigenes were physically mapped to individual chromosome using 42 nullisomic-tetrasomic lines, 42 ditelosomic lines and 436 deletion lines of Chinese Spring (Sears 1954; Endo and Gill 1996; Qi et al. 2004). Integrated physical maps based on SSR markers have also been prepared and a comparison of these maps with the available genetic maps has been carried out (Balyan et al. 2008; Gupta et al. 2008c). On the
  • 10. availability of EST sequences in databases, these were searched for identification of simple sequence repeats (SSRs) or microsatellites. Primers flanking SSRs were synthesized and extensively used for preparation of wheat genetic maps (Somars et al. 2004; Torada et al. 2006). The SSRs belonging to both the expressed sequence tags (ESTs) and genomic survey sequences (GSSs) have later been used for construction of SSR-based physical maps of wheat genome (Sourdille et al. 2004; Goyal et al. 2005; Song et al. 2005; Mohan et al. 2007). Integrated physical maps based on SSR markers were prepared and comparison of these maps with the available genetic maps was carried out (Balyan et al. 2008). In the absence of availability of the whole genome sequence of bread wheat, initially rice was tried as a model system because of its small genome size and due to the availability of the whole genome sequences for rice genome. However, recently Brachypodium distachyon (purple false brome, has later emerged as a better model system for the study of temperate grasses. This was particularly, due to several of its desirable biological features and its phylogenetic position (Huo et al. 2008). It is postulated that relative to rice genome, brachypodium genome may exhibit a much higher level of colinearity and synteny to the genomes of temperate cereal crops. In the past few years, considerable efforts have gone into developing brachypodium as a model system and large numbers of genomic resources have been created (Kumar et al. 2009). During the past decade, International Wheat Genome Sequencing Consortium (IWGSC) has adopted chromosome-based strategy for sequencing the entire 21 wheat chromosome. The Consortium utilized flow-cytometry approach in which an individual chromosome or chromosome arm was isolated and constructed bacterial artificial chromosome (BAC) libraries (Dolezel et al. 2007; Safar et al. 2010) followed by generating physical maps and gap filling by sequencing the minimum tilling path (MTP). Following different strategies for ordering the contigs/scaffolds along the chromosome, reference genome sequences are being completed. Mapped molecular markers played an essential to anchor and orient contigs/scaffolds. Available chromosome scaffolds can now be used to order the wheat ESTs mapped to deletion bins. As mentioned above, using a set of nullisomic-tetrasomic, ditelosomic and deletion lines, 16,000 EST loci were bin-mapped (Qi et al. 2004). So far, the order of these EST within deletion bin is not known. This problem can now be overcome by in silico ordering of these EST against the scaffold sequences of respective chromosome. Therefore, present study was planned on group 3 chromosome bin maps of wheat (Munkvold et al. 2004) with the following objective.
  • 11.  In silico ordering of wheat ESTs mapped within deletion bins of group 3 chromosomes (3A, 3B and 3D) using scaffold sequences available in Gramene database. 2. REVIEW OF LITERATURE Wheat is a one of the most important stable food of just about two billion people ( 36% of the world populations).Wheat is belong to a cereal grass of the Gramineae family but now day’s known as (Poaceae) and the genus Triticum have many species as like, monococum, durum, eastivum etc. Poaceae includes the other cereal crops such as Barley, Rice, Sorghum, Maize, Oat, Rye, Ragi etc. and after the discovery of polyploid series in wheat (Sakamura,1918), the wheat genome analysis and its wild relative were undertaken (Kihara,1954). After the establishment of agriculture cereals are providing foods for mankind. Historians believed that wheat has been growing since Paleolithic times and cultivated since 6000 years. I would like to current study, we reviewed the wheat ESTs; its origin and utilization in crop improvement in several research programmes in future. 2.1. Taxonomical Classification of Wheat Kingdom: Planate – Plants Subkingdom: Tracheobionta – Vascular plants Super division: Spermatophyta – Seed plants Division: Magnoliophyta – Flowering plants Class: Liliopsida – Monocotyledons Subclass: Commelinidae Order: Cyperales Family: Poaceae – Grass family Genus: Triticum L. Species: aestivum 2.2. Construction of Expressed Sequence Tags ( ESTs) The term expressed sequence tags (ESTs) first time given by Anthony Kerlavage (1991) at the Institute for Genomic Research and later Mark Adams used EST in gene identification as well as in Human Genome project. As we know that cDNA clones are derived from expressed genes (mRNA) therefore after many studies of cDNA were realized that the partial sequence of cDNA clones can also be used for identification of a particular region of DNA or new genes and that partial sequence
  • 12. called as Expressed sequence tag (EST). Following are the important steps to generate EST sequences. 1. Isolation of mRNA from the targeted tissue or plant. 2. Synthesis of first and second strand of cDNA. 3. Integration of cDNA into a suitable vector. 4. Cloning of cDNA in a suitable vector. 5. Selection of contigs randomly from the colony. 6. Sequencing of either one end of contigs (3’ or 5’) or both. 2.2.1. Isolation of messenger RNA: Sequences of cDNA are types of DNA molecules which are synthesized from mRNA templates. For production of cDNA libraries are constructed by synthesis of cDNA from purified cellular mRNA. In case of eukaryotic genes these libraries as alternative strategy for gene isolation. Basic characteristics of eukaryotic mRNAs is that, it carry 3′-poly(A) tails and 5’ cap, with the help of these features mRNA can be selectively isolated from preparations of total cellular RNA by oligo(dT)-cellulose chromatography. 2.2.2. Isolation of eukaryotic mRNA via oligo (dT): cellulose chromatography. Steps for mRNA isolation are as follows (A) In this step the poly (A) tail of eukaryotic mRNA will anneal with short oligo (dT) chain which is covalently to an insoluble chromatographic matrix for instance cellulose, by adding total RNA into 0.5 M Nacl. As we know that there are other RNAs also present which will pass right through the chromatography column. (B) There will be other contaminants and for removing it we have to wash the column with 0.5 M NacCl. (C) By washing the column with water we can recover the poly (A) mRNA, because as we know that base pairing between oligo dT and poly (A) tail is unstable in low ionic strength. (http://www.biologydiscussion.com/ gene/gene- libraries/dna-gene-libraries-construction-genomic-libraries-and-cdna-libraries/12419). 2.2.3. Synthesis of first and second strand of cDNA: It is known that mRNA cannot be cloned and also not a substrate for DNA ligase, therefore it is required to convert mRNA into cDNA before insertion into a suitable vector with the help of reverse transcriptase (RNA-dependent DNA polymerase) obtained from avian myeloblastosis virus. The process of constructing cDNA is as follows and presented in (Fig.2.1). i. First short Oligo (dT) primer is annealed to the Poly (A) tail on the mRNA, which is the basic characteristics of mRNA.
  • 13. ii. After that reverse transcriptase will come and bind with olio dT primer and extends the 3´-end of the primer and construct mRNA and cDNA hybrid. iii. After that there will an enzyme called RNase H or Alkaline hydrolysis which will remove the mRNA strand, and result ss-cDNA molecule. iv. Now ss-cDNA serves as its own primer generating a short hairpin loop at the end. As DNA polymerase will come, it start the synthesis of next strand of cDNA and the single stranded ss- cDNA is then converted into double stranded (ds) cDNA. Figure 2.1. Synthesis of first and second strand of cDNA. 2.2.4. Integration of cDNA into a suitable vector: Double stranded cDNA will trimmed with S1 nuclease to make blunt–ended ds-cDNA molecule and the blunt-ended cDNA obtained are next modified to ligate into a vector to prepare ds-cDNA for cloning. So far study gives idea that blunt- end ligation is ineffective, short restriction-site linkers are first ligated to both ends. Linker is a double-stranded DNA segment has a recognition site for a particular restriction enzyme. Linker is 10- 12 base pairs long prepared by hybridizing chemically synthesized complementary oligonucleotides
  • 14. (Fig.2.2). Blunt ended ds-cDNAs are ligated with the linkers by the DNA ligase from T4 Bacteriophage. Figure 2.2. Modification of cDNA termini using linkers. Double-stranded cDNA with linkers at both ends are treated with a restriction enzyme specific for the linker generating cDNA molecules produce sticky ends. Ligation of the digested ds-cDNA into a vector is the final step. The vectors should be restricted with the same that was used for linkers. The transformed bacteria are plated and grown on nutrient media and it will construct cDNA library and after it plasmids are isolated from randomly selected individual’s clones. The cloned cDNA can then be sequenced either from 5’ or 3’ end or from both ends simultaneously. Curetted ESTs are a collection of random cDNA sequences of different lengths and many are derived from identical transcripts. 2.3. Applications of Expressed Sequence Tags ESTs (expressed sequence tags) can be used as functional DNA arrays for the analysis of whole genome of a species. 1. ESTs are most commonly used to locate a gene rapidly and accurately. 2. ESTs are use as genome searching tool. 3. For identification of position of genes. 4. For to find out gene responsible for disease.
  • 15. 5. ESTs used in similarity searches. 6. For identification of new genes. ESTs commonly used as a source of Sequence Tagged Sites (STSs) because of their uniqueness in an individual’s genome. The most powerful technique for genome mapping is STS mapping. 2.4. EST Databases Generally anonymous ESTs are each a single-pass (either from 5’ or 3’) sequence 200-700 bp long (Adams et al. 1991). For development of molecular markers belonging to the transcribed region of a genome, EST databases represent one of the valuable resources, so that they are likely to be conserved across a broader taxonomic range (Gupta and Rustgi 2004). EST analysis has also good approach for annotation, comparative genomics and gene discovery in all organisms, irrespective of their genome size (Ewing et al. 1999; Fernandes et al. 2002). In plants total 25476503 ESTs and out of them, wheat has 1407485 ESTs generated and deposited in the National Center for Biotechnology Information (NCBI) databases (http://www.ncbi.nlm.nih.gov) (Table2.1). For development of molecular marker, wheat ESTs which are available in databases constitutes an essential resource (Gupta and Rustgi 2004). Lots of SSRs and SNPs have been identified in the EST sequences via in silico approaches and leading to the development of EST-SSR and EST-SNP markers (Rafalski 2002a, b; Gupta and Rustgi 2004; Rustgi et al. 2009; Kumar S, P.hD, Thesis, 2012). Table 2.1. A summary of the number of ESTs belonging to genomes of some important plant species available in NCBI database (updated on June 12, 2018) Common name (Scientific name) Family Number of ESTs Einkorn wheat (Triticum monococcum) Poaceae 11,190 Durum wheat (T. turgidum) Poaceae 20013 Bread wheat (T. aestivum) Poaceae 1407485 Barely (Hordeum vulgare) Poaceae 94117 Rice (Oryza sativa) Poaceae 1260567 Maize (Zea mays) Poaceae 2020455 Sorghum (Sorghum bicolor) Poaceae 210892 Mustard (Brassica rapa) Brassicaceae 106811 Potato (Solanum tuberosum) Solanaceae 256010 Tomato (Solanum lycopersicon) Solanaceae 300665 Oats (Avena sativa) Poaceae 25368
  • 16. Soybean (Glycine max) Fabaceae 1474265 Rye (Secale cereale) Poaceae 9311 Onion (Allium cepa) Liliaceae 20204 Cotton (Gossypium hirsutum) Malvaceae 338644 Takacs et al. (2008) Provided a simplified procedure of complementary DNA (cDNA) cloning, easily scalable to very different sizes of plant tissue. They extracted the mRNA from a single wheat kernel with oligo DT magnetic beads, transcribed the mRNA into single-strand cDNA with the help of reverse transcriptase enzyme (It is responsible for the reverse transcription) and then DNA tags were incorporated into the ds cDNA fragments for proceeding to PCR amplification. The amplified DNA was ligated to a poly (T) overhang cloning vector and some of the resulting clones were sequenced with the help of BLASTN these sequences were identified in wheat EST databases. Munkvold et al.(2004) The wheat homoeologous group 3 chromosomes are among the largest in physical size (Dvorˇa´k et al. 1984; Gill et al.1991). According to earlier study gene density has been found to be higher figat the ends of these chromosomes (Gill et al. 1993; Lukaszewski and Curtis 1993). A number of important traits are known to be controlled by loci on these chromosomes, including grain yield and seed weight (Berke et al. 1992a,b), seed dormancy (Osa et al. 2003) kernel color (Sears 1944; Nelson et al.1995). Wheat homoeologous group 3 indicate that this group is the most conserved in gene content, order and wheat group 3 chromosomes are most closely related to barley (Hordeum vulgare L.) chromosome 3 (Devos and Gale 1993; Nelson et al 1995),rice (Oryza sativa L.) chromosome 1 (Devos et al. 1992). Complementary DNA (cDNA) clones from expressed sequence tags (ESTs) representing unigenes were used for mapping in the wheat genome using a set of the wheat deletion stocks. Homoeologus group 3 distribution of EST loci among chromosomes. The total number of loci 2266 were mapped on the homoeologous group 3 chromosomes. The mapped EST 322,193,429,274, and 361,231 chromosomes were mapped to 3AL,3AS, 3BL, 3BS, and 3DL, 3DS and these respectively identified 634, 884 and 748 loci. An overall average of 2.28 EST loci were mapped to each group 3 chromosomes with independently calculated average of 1.23 for 3A, 1.26 for 3B, and 1.26 for 3D. On the basis of value of Chi-Square analyses, significantly fewer ESTs and loci mapped to 3A (P< 0.001) than would be expected on the basis of physical size of chromosome and significantly more ESTs were mapped to 3D (P <10-5 ). The EST distributions followed similar patterns within chromosomes 3A and 3B On the basis of physical size of the deletion bins. The 996 ESTs mapped to the group 3 chromosomes accounted for 765 additional loci
  • 17. located in the remaining group 6 chromosomes. In case of comparison study between wheat and rice analysis of the BLASTN results from the mapped group 3 unigenes against the rice genome indicated that the group 3 chromosomes share the highest level of homoeology with rice chromosome 1 and another comparison between wheat and arabidopsis BLASTN comparison of the 5655 mapped-EST unigenes against the Arabidopsis coding region database revealed 1182 (21%) significant matches. When only mapped-EST unigenes for group 3 were considered, 204 out of 988 (20.6%) significantly matched coding region of Arabidopsis thaliana. Devos et al. (1992) Construct the genetic maps of chromosomes group 3 of wheat and chromosomes group 3 of rye were developed using 22 DNA probes, two isozyme marker systems and all techniques of DNA extraction, restriction enzyme digestion, gel electrophoresis, southern transfer, probe labelling and filter hybridization were as described by Sharp et al. (1988) and their modification. Analysis of the 49 loci mapped showed extreme clustering around the centromere in all four maps, with large 'gaps' in the distal chromosome regions, which is interpreted as being due to strong localisation of recombination towards the ends of the wheat and rye chromosomes. A comparison of cDNA and genomic probes showed the latter to be much more efficient for revealing RFLP. In addition to anonymous DNA clones, the locations of known function clones, sedoheptulose-l,7-bisphosphatase (XSbp), carboxypeptidase I (XCxpl) and a bZIP protein (XEmbp), were ascertained along with those for two isozyme loci, Mal-1 and Est-5.controlled by genes located on the homoeologous group 3 chromosomes. One of the most important traits, red grain colour, is controlled by genes on the long arms of chromosomes 3A, 3B and 3D (Sears 1944). These R genes are particularly important because of their association with dormancy, and thus pre-harvest sprouting, which is the most serious constraint to consistent grain quality in northern Europe and other temperate wheat growing areas. Other important genes located on 3D include sl, which defines the sphaerococcum spike type characterising 'shot' wheat, on the long arm and ph2, the second most potent chromosome pairing control gene, on the short arm (Sears 1982). Several isozyme loci are also located on the homoeologous group 3 chromosomes. Est-5 (Ainsworth et al. 1984) and Per-3 are highly polymorphic and are hence of potential value in intervarietal comparisons, while the Est-1, Est-2, Got-3, Hk-2, Pde-1, Tpi-l, Mal-1, Ndh-3, and Ndh-4 isozyme loci have potential for use in inter-genomic chromosome manipulation. The development of extensive genetic maps in wheat has been hampered by the large genome size, the large number of linkage groups, and the relatively low levels of variation shown in restriction fragment length polymorphism (RFLP) analysis (Chao et al. 1989).
  • 18. Osa et al. (2003) As we know that PHS (Pre-harvest sprouting is the premature germination of wheat seeds so that the embryo starts growing while still on the head in the field) is a most important problem in many wheat growing areas, downgrading of quality of seed and several limitations in end use application. Seed dormancy in wheat is governed by many genes, and in a few cases these genes have been mapped to specific chromosome regions. It is also known that the seed- color R genes are located as homoeologous loci on the long arms of group 3 chromosomes (Sears 1954; Nelson et al. 1995). Using NILs (Near-isogenic lines) for the R genes (Flintham et al. 2000) and (Watanabe and Ikebata, 2000) found that these genes have direct effects on dormancy. Several quantitative trait locus (QTL) have been detect for PHS which are co-localized with the R genes (Nelson et al. 1995; Groos et al. 2002). The chromosome 3A map was constructed on the basis of the genotypic classifications for the RIL population. Nineteen marker loci covering approximately 250 cM were mapped. RFLP analyses of ditelosomic stocks available in Chinese Spring demonstrated that the centromere was assigned within the marker interval between Xgwm5 on the short arm and Xpsr394 on the long arm. There are five loci consisting of four RFLP markers and a SSR locus were mapped on the short arm, and ten RFLP and three SSR markers were assigned together with taVp1 on the long arm. Map position of taVp1 using a wheat cDNA clone taVp1, isolated by Dr. N. Kawakami (unpublished data), was used as a probe to determine the chromosomal location of the taVp1 locus. When DNAs from CS and Zen were digested with multiple restriction enzymes, taVp1 hybridized to three fragments in most cases, indicating that the taVp1 gene is present as a single copy in each of the A, B and D genomes. When digested with HindIII, CS had a marker band of about 20 kbp, whereas Zen lacked it. Nullisomic and ditelosomic analyses indicated that this marker band was encoded by the gene located on 3AL. taVp1 was mapped in the middle of the long arm of chromosome 3A 84.8 cM from the centromere. Using qgene analysis we deduced one putative QTL associated with seed dormancy. The QTL, designated QPhs.ocs-3A.1, was identified within the marker intervals between Xbcd1380 and Xfbb370 (GC’00), Xfbb370 and Xbcd907 (GC’01) in the terminal region of the short arm. The Zen alleles at the QPhs.ocs-1 contributed to keeping seed dormancy. Ogihara et al.(2004) Constructed 24056 expressed sequence tags (ESTs), from young spikelets of Chinese Spring wheat. They grouped these ESTs into 3605 contigs and 1902 gene clusters. In addition, they pooled the RNAs extracted from the 17 different tissues of Chinese Spring wheat and constructed new full-length cDNA library, and they sequenced the 19,968 clones from both ends (5’ and 3’) and classified these sequences into 25,502 contigs with the help of phrap
  • 19. method, and 15,197 gene clusters with the BLASTN. Then, they assembled these gene clusters into the 7,149 unigene clusters, and they sequenced 4,168 cDNAs entirely, out of the 7,149 genes, and ultimately they found that 18.7 % of the full-length cDNAs were unique against 32,881 EST database of common wheat. In addition, when they searched the homology against the rice full-length cDNA databases, (KOME) then, 8.9 % of wheat cDNAs were unique. This result depicts that full-length cDNA library of common wheat might provide an efficient source to study the comparative functional genomics of cereal crops. Gupta and Rustgi (2004), EST Databases represent potentially valuable resource for the development of molecular markers related to the written area of the genome so that they can be preserved in the broad taxonomic range. In the databases wheat ESTs are available an essential resource for the development of molecular marker. Using in silico approaches, SSRs and SNPs have been identified in the EST sequences leading to the development of EST-SSR and EST-SNP markers (Rafalski 2002; Gupta and Rustgi 2004; Rustgi et al. 2009). 2.5. DNA Based Molecular Marker A DNA marker is a small piece of DNA which can be used to detect the polymorphism of particular sequences among DNA samples. DNA-based molecular markers have a number of desirable characteristics, which include the following: (i) molecular marker should be available in large number, (ii) molecular marker should be highly polymorphic in nature, (iii) molecular marker should show dominant and co-dominant inheritance (Co-dominant are most useful), (iv) molecular marker should be randomly or frequently distributed throughout the genome, (v) molecular marker should be simple, quick and inexpensive, (vi) molecular marker need small amount of DNA, (vii) molecular marker should be provide adequate resolution of genetic differences, (viii) molecular marker should not influenced by the environment, (ix) molecular marker should be detectable at all stages of plant growth and (x) molecular marker should show high reproducibility. 2.6. Expressed sequence tag containing simple sequence repeats Expressed sequence tags (ESTs) provided a new opportunity for gene discovery, genome annotation, comparative genomics, gene mapping and tagging, evolutionary studies, marker assisted selection (MAS), positional cloning of genes, etc. in all organisms, irrespective of their genome size (Adams et al. 1992; Ewing et al. 1999; Fernandes et al. 2002). As we know that ESTs are obtained by partial sequencing of random cDNA clones. Once it generated, we can use it in cloning the specific genes of interest and synteny mapping of functional genes with various related organisms. There are two
  • 20. programs availale at Gramene website like, MISA (MIcroSAtellites), written in Perl 5 script and simple sequence repeat information tool (SSRIT), where we can search for SSRs in EST sequences. For amplifying the SSR loci located within the genes, SSRs derived from ESTs (EST-SSRs) can be used as locus specific primers. They are sorted in silico with ease, unbiased in repeat type, present in genic regions of the genome, and are more likely to produce amplicon from the coding region of the genome than those designed from noncoding sequences (Yu et al. 2004; Zhang et al. 2005; Parida et al. 2006). However, the species which have sufficient numbers of ESTs in the database are the good source of generating EST-SSRs. EST-SSR markers have been reported in several plant species including grape, wheat, Arabidopsis, soybean, rice, maize, barley, cotton, sorghum (Scott et al. 2000; Pillen et al. 2000; Eujayl et al. 2002; Holton et al. 2002; Kantety et al. 2002; Saha et al. 2004; Han et al. 2006). As we know that ESTs are constructed from expressed sequence that’s why EST-SSRs are physically associate with coding regions of the genome, which can enhance the role of molecular markers in mapping agronomically important loci. The frequencies of EST-SSRs vary from species to species Cardle et al. (2000). Reported frequencies of EST-SSRs in rice (1 in 3.4 kb), maize (1 in 8.1 kb), soybean (1 in 7.4 kb), tomato (1 in 11.1 kb), poplar (1 in 14.0 kb), Arabidopsis (1 in 13.8 kb) and cotton (1 in 20.0 kb). In bread wheat, the frequency of EST-SSRs ranged from 1 in 9.20 kb to 1 in 17.42 kb (Gupta et al. 2003; Gao et al. 2004; Parida et al. 2006). Frequencies of EST-SSRs in different species vary because it may also depend on the criteria used to discover SSRs in the sequence database. Since the last decade, EST-SSRs have been used for the study of genetic diversity, transferability and mapping in a number of plant species, which include wheat, rice, maize, oat, barley, sorghum, rye and Arabidopsis (Cardle et al. 2000; Hackauf and Wehling 2002; Holton et al. 2002; Theil et al. 2003; Gao et al. 2004; Nicot et al. 2004; Bandopadhyay et al. 2004; Yu et al. 2004; Zhang et al. 2005; Peng and Lapitan, 2005; Mohan et al. 2007). In case of wheat, EST-SSR based genetic maps have been developed by (Gao et al. 2004; Nicot et al. 2004; Yu et al. 2004; Xue et al. 2008) and physical maps have been developed by (Yu et al. 2004; Qi et al. 2004; Peng and Lapitan 2005; Mohan et al. 2007). EST-SSRs were also used to study the impact of modern plant breeding on the allelic diversity in wheat suggesting that allelic diversity has reduced in the transcribed portion of wheat (Fu et al. 2005). EST-SSRs originated from coding region that’s why show higher level of transferability (relative to gSSRs) across closely related genera (Holton et al. 2002) which implies their significant
  • 21. potential for comparative mapping (Scott et al. 2000; Eujayl et al. 2002; Bandopadhyay et al. 2004). In view of this, EST-SSRs were used for comparative mapping in rice and wheat (Yu et al. 2005). Genes for important agronomic traits can be locate on chromosome map with the EST-SSRs mapping (Holton et al.2002). Those EST-SSR markers, which are obtained from the non-coding portion of the genome, they are less polymorphic than the genomic SSR (Eujayl et al. 2001 2.7. Uses of Molecular Marker Molecular markers have been extensively used for a variety of purposes of genetic studies both in animal and plant systems. During the last four decades (starting from 1980), In all these cases, the ability of these markers to detect DNA polymorphism has been utilized For example (1) germplasm characterization, (2) genetic/physical mapping DNA-based markers have also been used for construction of genetic, cytogenetic and physical maps of genomes in a number of animal and plant systems, (3) diversity analysis, gene tagging, (4) genome-wide QTL mapping, (5) association analysis, (6) marker-assisted selection, (7) map based cloning, (8) study of evolutionary relationships among genotypes of the same species or among different related species and genera.
  • 22. 3. MATERIALS AND METHODS MATERIALS 3.1. Wheat ESTs Sequences A total of 8,210 wheat ESTs representing deletion bin-mapped ESTs (Table 3.1) belonging to all the seven homoeologous groups of wheat were retrieved from GrainGenes-SQL database (http://wheat.pw.usda.gov/cgi-bin/westsql/map_locus_rev.cgi). The allocation of these mapped wheat ESTs in deletion bins was also obtained from the same database and from wEST-SQL (https://wheat.pw.usda.gov/wEST/binmaps/). Of the 8,210 bin-mapped wheat ESTs, 1,283 those belonged to chromosomes 3A, 3B and 3D (See Table 3.1) were used in the present study to determine their order within bins of these chromosomes. Table 3.1. Distribution of ESTs among the homeologous group of wheat Homoeologous group Homoeologous chromosome Number of ESTs bin-mapped 1 1A, 1B, 1D 1123 2 2A, 2B, 2D 1288 3 3A, 3B, 3D 1283 4 4A, 4B, 4D 1190 5 5A, 5B, 5D 1247 6 6A, 6B, 6D 945 7 7A, 7B, 7D 1134 Total 8210 3.2. Sequence database
  • 23. Above 1,283 bin-mapped wheat ESTs of homoeologous group 3 were used for nucleotide BLAST (BLASTN) in Gramene database (http://ensembl.gramene.org/Multi/Tools/Blast) containing sequenced scaffold of wheat chromosomes. The alignment of each mapped wheat EST with scaffold sequences of wheat chromosomes was carried out by using independently each mapped wheat EST as a query sequence in BLASTN analysis. METHODS 3.3. Criteria used for sequence alignment The bin-mapped wheat ESTs (1,283) belonging to chromosomes of homoeologous group 3 were subjected to sequence comparisons following BLASTN in ensemble Gramene database (http://ensembl.gramene.org/Multi/Tools/Blast) containing whole genome sequences of wheat. Default BLASTN search parameters [cut-off E (expectation) value of e-15] and bit score 100 were used. ESTs showing top single hit from the alignments were allocated to specific bin of wheat chromosomes 3A, 3B and 3D. (Fig. 3.1) In many cases of sequence alignment, we observed that one EST sequence as query often contain many high scoring segment pairs (HSPs) may be due to sequence redundancy or presence of duplication in the database. In such cases when many HSP in a single alignment were observed, we carefully examined the sequence alignments of each BLAST output and determined the perfect order of constitutive HSPs between the alignments of query and subject sequences. An example of our approach, where a bin-mapped wheat EST sequence aligned with several HSPs of its matching sequence in consecutive manner, is presented in (Fig. 3.2) A High- scoring Segment Pair (HSP) is a local alignment (The alignment of a high-scoring region of two nucleic acid or protein sequences) parameter of BLAST, which shows one of the highest alignment scores in a given search without having any gap. When we BLAST the query sequence against any genomic sequence then there are possibilities that our query sequence may aligned in more than one part, that’s called HSP, it may be due to presence of introns because we blasted against the genomic sequences which have both introns and exons, but on the other hand our query sequence has only exons and exons will always match with exons.
  • 24. Figure. 3.1. ESTs showing top single hit from the alignments were allocated to specific bins of wheat chromosomes 3A, 3B and 3D. Figure. 3.2. A query sequence subject to BLAST (for instance, EST ID No: BF145392) against the wheat genomic sequence in ensemble Gramene, it splits into 4 different segments (1, 2, 3 and 4) as per matching found in wheat genomic sequence and considered as HSPs. These HSPs covers the query sequence as following, 1' HSP cover 53bases, 2' cover 185bases, 3' HSP cover 161bases and 4'
  • 25. HSP cover 29bases. There are three gaps, one bet segments 1' and 2', second between 2' and 3' and third one between 3' and 4' which is due to the presence of introns between the exons. The query segments (1, 2, 3 and 4) of wheat EST sequence matching with segments (1' 2' 3' and 4') of wheat genome sequence make longest consecutive HSP in correct order. 3.4. Comparison of our results with the published results by Munkvold et al (2004) The results obtained in the present study was also compared with the results published by Munkvold et al (2004) in relation to the EST mapping in the deletion bins of chromosomes 3A, 3B and 3D. 4. RESULTS AND DISCUSSION 4.1 Analysis of group 3 chromosome bin-mapped ESTs that matched scaffold sequences Of the 1283 previously bin-mapped wheat EST sequences used for BLAST search, as many as 2168 EST loci were matched to the scaffold sequences of group 3 chromosomes. The summary of these results are presented in Table 4.1 and Figure 4.1 and detailed information of the results are given in Appendix I, II and III. Many of ESTs had loci mapping to more than one chromosome that were considered duplicated. Similar results have also been reported earlier (Dubcovsky et al. 1996; Akhunov et al. 2003; Qi et al. 2004). Out of 1283, 390 previously bin-mapped wheat ESTs did not match to any scaffold of group 3 chromosomes and 38 did not match in the entire wheat genome (Table 4.1). Generally such anomaly may result from chromosome rearrangements and segmental duplication, but other reasons may be due to (i) different approaches used for mapping in previous study (Munkvold et al. 2004) and in the present study, (ii) availability of scaffold sequences which was not available earlier. Table 4.1. Summary of BLAST results of bin-mapped wheat EST with scaffold sequences Homoeologous group 3 (Chromosome) No. of wheat ESTs used in BLAST No. of ESTs matched No. of ESTs not matched to group 3 chromosome Not matched in wheat genome 3A, 3B and 3D 1,283 3AL 448 97 17 3AS 259
  • 26. 3BL 741 178 11 3BS 3DL 457 115 6 3DS 263 Total 1,283 2,168 390 38 Figure 4.1. Distribution pattern of EST loci on deletion-bins of group 3 chromosome. The bin fraction is indicated to the right of each chromosome. Numbers (red font) indicate EST loci; numbers (green font) inside parenthesis are number of scaffolds matched. This figure is based on only those ESTs having bin-mapped position and matched to scaffold sequences of group 3 chromosomes. 4.2 Order of bin-mapped EST The availability of scaffold sequences of group 3 chromosomes in Gramene database has revealed that a substantial number of physically mapped ESTs can be linearly ordered within deletion-bins. Therefore, we thought that alignment of bin-mapped ESTs with scaffold sequences can be an 3AL3-0.42-0.78 3A 3AS2-0.23-0.45 C-3AS2-0.23 C3AL3-0.42 C-3BL2-0.22 3BL2-0,22-0.50 C-3BS1- 0.33 3BS9-0.57-0.78 3BS10.33-0.57 3BL10-0.50-0..63 3D C-3DS3-0.24 3DL2-0.27-0.81 3DS3-0.24-0.55 C-3DL2-0.27 3B 91(81) 129(116) 46(42) 22(21) 36(33) 106(95) 145(133) 82(77) 66(62) 11(11) 67(56) 87(74) 6(6) 6(6) 11(11) 2(2) 6(6) 3(3) 39(35) 2(2) 79(74) 143(135) 58(55) 51(47) 49(45) 2(2) 14(14) 52(48) 1(1) 49(40) 2(2) S 4(4) L
  • 27. effective way to linearly order the ESTs mapped in deletion-bins earlier by Munkvold et al. (2004). Ninety one (91) ESTs previously mapped in deletion bin 3AL3-0.42-0.78 (fraction length 0.36) were matched to 81 scaffolds sequences of long arm of chromosome 3A (3AL). Matching results indicated that the majority of ESTs were matched to different scaffold sequences and therefore order of such ESTs cannot be determined unless we know the order of scaffolds along chromosome 3A. In an instance, we found that three ESTs {BE494219 (528 bases), BE406587 (347 bases), BE489130 (520 bases)} were matched to a single scaffold (Scaffold_3A_194186_96323-117325) at a certain interval. Based on the alignment between EST and scaffold, order of these EST were determined following sequence coordinates (start to end) of scaffold and the results are presented in Figure 4.2 Figure 4.2. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold sequence of chromosome 3A. The bin fraction is indicated to the left of chromosome 3A (green). Scaffold (Scaffold_3 A_194186_96323-117325) is shown as vertical bar (blue) and aligned ESTs (BE494219, BE406587, BE489130) are shown in red colour boxes. Name and size of aligned ESTs and their sequence coordinates (start-end) are given to the right of scaffold. 3AS2- 0.23-0.45 C-3AS2- 0.23 3AL3-0.42-0.78 3A S C-3AL3- 0.42 L Scaffold_3A_194186 91(81) Coordinate_(96332-117325) 347b 520b 528b 113794 115155 116659 117112 96632 97250 (BE406587) (BE489130) (BE494219)
  • 28. Therefore, alignment of previously bin-mapped ESTs with scaffolds sequence allowed the order of EST within bin and results suggested the reliability of our approach. Interestingly, results of the present study also allowed the assignment of scaffolds to deletion-bins. Following the same approach, bin-mapped ESTs of chromosomes 3B and 3D were also ordered using matched scaffold sequence and their results presented in Figure 4.3 and Figure 4.4, respectively. Figure 4.3. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold sequence of chromosome 3B. The bin fraction is indicated to the left of chromosome 3B (green). Scaffold (Scaffold_3B_220619_140901-365343) is shown as vertical bar (blue) and aligned ESTs (BE443132, BE497749, BF429274, BM138221) are shown in red colour boxes. Name and size of aligned ESTs and their sequence coordinates (start-end) are given to the right of scaffold. 3BS9-0.57-0.78 3BS10-0.33-0.57 3BL10-0.50-0.63 3B S 3BL2-0.22-0.50 L scaffold_3B_220619 39(35) coordinate_(140901-365343) 396 433 678 225397 281597 282073 365043 141113 224525 (BE497749) (BF429274) (BE443132) C-3BS1-0.33 C-3BL2-0.22 141791 364692 294 (BM138221)
  • 29. Figure 4.4. Diagrammatic representation of alignment of bin-mapped wheat ESTs with scaffold sequence of chromosome 3D. The bin fraction is indicated to the left of chromosome 3D (green). Scaffold (Scaffold_3D_249102_8066-30149) is shown as vertical bar (blue) and aligned ESTs (BE445328, BE585734, BE489603) are shown in red colour boxes. Name and size of aligned ESTs and their sequence coordinates (start-end) are given to the right of scaffold. 4.3 Comparison to previous deletion bin mapping of group 3 chromosomes In the present study, we detected more EST loci than the previous study by Munkvold et al. (2004) in all the six arms of group 3 chromosomes (Table 4.2). The differences between both the studies may be due to the different approaches {probe genotyping using deletion lines (Munkvold et al. 2004) and in silico (present study)} employed and also due to the availability of scaffold sequence in database. Table 4.2. Differences in mapping results between present study and earlier study by Munkvold et al. (2004) using 1,283 ESTs of group 3 chromosomes. Chromosome arm 3AL 3AS 3BL 3BS 3DL 3DS Total Present study 448 259 741 457 263 2,168 Previous study (Munkvold et al. 2004) 322 193 429 274 361 231 1,810 We have also detected the ESTs those did not match to the scaffold sequence of group 3 chromosomes. Such ESTs were matched to the scaffolds of other groups and their number is given in Table 4.3. We found that the chromosome 3B had greater number of EST loci than did the chromosomes 3A and 3D. Such differences have also been reported in earlier studies (Qi et al. 2004) 3DS3-0.24-0.55 3DL-0.27-0.81 C-3DL2-0.27 C-3DS3-0.24 3D L (BE445328) (BE585734) (BE489603) 7413 9242 12750 13954 28420 30014 Coordinate_8066-30149 scaffold_3D_249102 527 664 336 1 EST 2 EST 3EST 145(133)
  • 30. and most suitable explanations for this number difference relates to the evolutionary history of each of the hexaploid wheat genome. Table 4.3. Number of ESTs mapped earlier in the deletion bins of group 3 chromosome but matched to other groups of wheat chromosomes in the present study. Group 3 chromosome Group of wheat chromosomes other than group 3 No. of wheat EST matched to other groups Total 3A Group 1 18 99 Group 2 21 Group 4 18 Group 5 12 Group 6 10 Group 7 20 3B Group 1 34 178 Group 2 36 Group 4 22 Group 5 34 Group 6 22 Group 7 30 3D Group 1 14 101 Group 2 26 Group 4 13 Group 5 18 Group 6 16 Group 7 14 In subsequent analysis, we observed that 68 ESTs could not be mapped to any of the deletion bins of chromosome 3A using southern hybridization (Munkvold et al. 2004). In the present study, we were able to assign these 68 ESTs to their arms; 21 assigned to 3AS and 47 assigned to 3AL (Fig. 4.5) using in silico approach. Similarly for chromosome 3D, 9 ESTs were assigned to 3DS and 24 ESTs were assigned to 3DL (Fig. 4.6).
  • 31. Figure 4.5: Diagram represented assignment for 68 EST to chromosome arms 3AS (21) and 3AL (47). These EST were only assigned to chromosome 3A previously by Munkvold et al. (2004). 3AS2- 0.23-0.45 3AL3-0.42-0.78 3A S C-3AL3- 0.42 L C-3AS2- 0.23 Munkvoldet al. (2004) BE500759 BE494474 BE494539 BE494807 BE636913 BG312618 BG312690 BG314270 BE424246 BE446445 BE398519 BE438263 BG263696 BE606319 BE444162 BE443862 BE443753 BG313557 BG607141 BF428807 BF202341 BF202528 BE498378 BE405552 BF485480 BF292612 BE445966 BF485381 BG263661 BF293491 BF200872 BE426370 BG605323 BE497398 BE404971 BE637251 BF428637 BE591811 BF145244 BE604959 BE406507 BM134520 BM136936 BM137404 BM137965 BQ280814 BE442599 BE423249 BE424862 BF473626 BG312609 BG312729 BM138225 BG314507 BF483390 BF474859 BF429193 BF201604 BE499665 BG274890 BE494662 BF484678 BF483101 BE404610 BF145587 BE426763 BE490739 BG263585 3AS2- 0.23-0.45 3AL3-0.42-0.78 C-3AL3- 0.42 C-3AS2- 0.23 BE500759 BE494474 BE494539 BE494807 BE636913 BG312618 BG312690 BG314270 BE424246 BE446445 BE398519 BE438263 BG263696 BE606319 BE444162 BE443862 BE443753 BG313557 BG607141 BF428807 BF202341 BF202528 BE498378 BE405552 BF485480 BF292612 BE445966 BF485381 BG263661 BF293491 BF200872 BE426370 BG605323 BE497398 BE404971 BE637251 BF428637 BE591811 BF145244 BE604959 BE406507 BM134520 BM136936 BM137404 BM137965 BQ280814 BG263585 BE442599 BE423249 BE424862 BF473626 BG312609 BG312729 BM138225 BG314507 BF483390 BF474859 BF429193 BF201604 BE499665 BG274890 BE494662 BF484678 BF483101 BE404610 BF145587 BE426763 BE490739 BF200712 BE488609 BF482491 BE637806 BF482626 BF483469 BE604541 presentStudy L 3A 68 ESTs 21 ESTs 47 ESTs S 3DS3-0.24-0.55 3DL-0.27-0.81 C-3DL2-0.27 C-3DS3-0.24 3D L 3DS3-0.24-0.55 3DL-0.27-0.81 C-3DL2-0.27 C-3DS3-0.24 3D L BE500759 BE636913 BF473231 BE606319 BF483299 BG313801 BE495195 BG263929 BG263661 BG262582 BE500739 BM134520 BE517656 BF200746 BE444545 BE445508 BE494805 BF292883 BM137808 BE591339 BF478815 BE498837 BF482436 BG314507 BF482626 BG314551 BE406646 BG604730 BE398275 BF483194 BF200860 BE500759 BE636913 BF473231 BE606319 BF483299 BG313801 BE495195 BG263929 BG263661 BG262582 BE500739 BM134520 BE517656 BF200746 BE444545 BE445508 BE494805 BF292883 BM137808 BE591339 BF478815 BE498837 BF473034 BG263585 BF482436 BG314507 BF482626 BG314551 BE406646 BG604730 BE398275 BF483194 BF200860 33 ESTs 24 ESTs 9 ESTs Munkvoldet al. (2004) presentStudy
  • 32. Figure 4.6. Diagram showed assignment for 33 EST to chromosome arms 3DS (9) and 3DL (24). These EST were only assigned to chromosome 3D previously by Munkvold et al. (2004). Further, we have successfully assigned the chromosome arm for the EST those were failed to hybridize to any of the chromosome of group 3 in previous study by Munkvold et al. (2004). A total of 179 unmapped wheat ESTs assigned to 3AS (69) and 3AL (110) through BLAST search against scaffold sequences (Fig. 4.7). As many as 149 EST correspond to chromosome 3B and 165 ESTs correspond to chromosome 3D did not hybridize to the deletion lines of 3B and 3D, respectively in previous study by Munkvold et al. (2004). The present study assigned the above unmapped ESTs; 149 were assigned to 3B (Fig.4.8) Of the 165 unmapped ESTs, 56 were assigned to 3DS and 109 were assigned to 3DL (Fig. 4.9) Using in silico approach, we predicted the linear order of mapped ESTs with in deletion-bins by aligning them to corresponding scaffold sequences of group 3 chromosomes. However, assignment of scaffold to the deletion-bins were determined, order of scaffolds (by end to end matching) along the chromosome will need to be established. The linear order of mapped ESTs within chromosome bins of 3A, 3B and 3D in the present study may provide useful information for fine mapping, map-based cloning of QTL/gene(s) located on group 3 chromosomes.
  • 33. Figure 4.7. Diagram represented assignment for 179 ESTs to chromosome arms 3AS (69) and 3AL (110). These ESTs were failed to hybridize with chromosome 3A in previous study by Munkvold et al. (2004). S 3AS2- 0.23-0.45 3AL3-0.42-0.78 C-3AL3- 0.42 C-3AS2- 0.23 L 3A BE422971 BE444736 BE445136 BE405374 BE404841 BF429128 BE636807 BG606803 BG607322 BE424492 BE425126 BE445607 BE446590 BE499209 BE500648 BG263409 BE422922 BQ280603 BQ280603 BE403395 BE403619 BE403637 BE403647 BE404434 BE406903 BF429416 BM138632 BF200746 BE607113 BE442759 BE488783 BE489603 BE494805 BE442882 BE443276 BE496144 BE495175 BE494067 BG607279 BE604857 BF478499 BE404125 BE445996 BE494270 BF483829 BF483086 BF483675 BE489841 BE425919 BF482977 BF292744 BF293968 BG263769 BF473034 BG262775 BF293652 BF292883 BF291728 BF292654 BE403910 BF474438 BE497053 BE518276 BE442638 BF483506 BE443349 BE591725 BG604501 BF428874 BE637668 BE471045 BM135469 BM136889 BM134606 BM137808 BE497136 BI479637 BE517923 BF200549 BF292758 BE490187 BF485214 BF429272 BF482223 BE445348 BG607326 BE407052 BE490700 BM138210 BE591864 BF428820 BF202303 BE471312 BG314311 BG263758 BE496852 BE497524 BF428535 BM138163 BE637832 BE403960 BE517962 BI479636 BG607212 BE445579 BE497804 BE490085 BF202765 BF485029 BG274635 BE494807 BG263696 BE425222 BE443397 BM138223 BG604859 BE442617 BE494921 BE500863 BE446628 BF202635 BE636816 BG314172 BE424589 BG604730 BE591959 BE444474 BE352587 BE403496 BE403509 BE398275 BE399500 BQ280546 BE403439 BE443082 BE445559 BF291720 BE490765 BE498447 BE444822 BE488921 BE495304 BG262527 BF203070 BG313208 BE495066 BG607411 BE605213 BF474937 BF292874 BE426680 BG312802 BF292454 BE517875 BM138070 BE517681 BE518003 BE499141 BG605144 BE488378 BE517655 BF473786 BE499387 BE637640 BE637640 BF292295 BF146069 BE424538 BE444171 BE442782 BE489185 BE590709 BE495866 BF202464 BF484021 BE442715 BF484790 BE443955 BE499742 BE422971 BE444736 BE445136 BE405374 BE404841 BF429128 BE636807 BG606803 BG607322 BE424492 BE425126 BE445607 BE446590 BE499209 BE500648 BG263409 BE422922 BQ280603 BQ280603 BE403395 BE403619 BE403637 BE403647 BE404434 BE406903 BF429416 BM138632 BF200746 BE607113 BE442759 BE488783 BE489603 BE494805 BE442882 BE443276 BE496144 BE495175 BE494067 BG607279 BE604857 BF478499 BE404125 BE445996 BE494270 BF483829 BF483086 BF483675 BE489841 BE425919 BF482977 BF292744 BF293968 BG263769 BF473034 BG262775 BF293652 BF292883 BF291728 BF292654 BE403910 BF474438 BE497053 BE518276 BE442638 BF483506 BE443349 BE591725 BG604501 BF428874 BE637668 BE471045 BM135469 BM136889 BM134606 BM137808 BE497136 BI479637 BE517923 BF200549 BF292758 BE490187 BF485214 BF429272 BF482223 BE445348 BG607326 BE407052 BE490700 BM138210 BE591864 BF428820 BF202303 BE471312 BG314311 BG263758 BE496852 BE497524 BF428535 BM138163 BE637832 BE403960 BE517962 BI479636 BG607212 BE445579 BE497804BE490085BF202765BF485029BG274635 BE494807 BG263696 BE425222 BE443397 BM138223 BG604859 BE442617 BE494921 BE500863 BE446628 BF202635 BE636816 BG314172 BE424589 BG604730 BE591959 BE444474 BE352587 BE403496 BE403509 BE398275 BE399500 BQ280546 BE403439 BE443082 BE445559 BF291720 BE490765 BE498447 BE444822 BE488921 BE495304 BG262527 BF203070 BG313208 BE495066 BG607411 BE605213 BF474937 BF292874 BE426680 BG312802 BF292454 BE517875 BM138070 BE517681 BE518003 BE499141 BG605144 BE488378 BE517655 BF473786 BE499387 BE637640 BE637640 BF292295 BF146069 BE424538 BE444171 BE442782 BE489185 BE590709 BE495866 BF202464 BF484021 BE442715BF484790BE443955BE499742 Unassigned ESTs (179) 69 ESTs 110 ESTs Munkvoldet al. (2004) PresentStudy 3BS9-0.57-0.78 3BS10-0.33-0.57 3BL10-0.50-0.63 3B 3BL2-0.22-0.50 L C-3BS1-0.33 C-3BL2-0.22 BE426356 BE446610 BE446824 BE442658 BE500759 BF478742 BE637190 BE637127 BF145392 BG606809 BG312705 BE422983 BE422971 BE424200 BE426452 BE517989 BG262634 BE490662 BE490744 BE405775 BF474516 BF483477 BF483494 BF484945 BE398519 BE438263 BE399612 BE399812 BG607914 BG606095 BQ280482 BE443995 BE585557 BE442694 BE636993 BE499049 BF482769 BE403721 BE406998 BE517736 BF429350 BF482462 BE445328 BM134469 BF202364 BF201705 BF201723 BE606319 BE606354 BE606719 BG604859 BE405089 BE500348 BE442761 BE443203 BE444162 BE443862 BE444664 BG314536 BE445539 BE497571 BE490596 BE497664 BF201776 BF428994 BF483259 BF483299 BE494750 BE495766 BG607424 BG314548 BF202341 BE403757 BE446425 BE591222 BE498100 BG314551 BF482939 BF484250 BF473725 BG262705 BG604870 BF292023 BE500739 BE442531 BE638019 BE591738 BF201670 BF485127 BM138086 BE604959 BE637868 BE490807 BM134557 BM134558 BM137912 BE497013 BI479628 BE591154 BE607045 BE517719 BF484475 BF293500 BF292343 BE498624 BE426287 BE490752 BF482385 BG274146 BG274485 BQ280440 BQ280546 BQ280603 BE442924 BE585764 BE444380 BE445348 BG607326 BE407052 BE490700 BE444171 BE442782 BE590709 BE591864 BE489538 BE495866 BF428820 BF202303 BF202464 BE498395 BE471312 BG314311 BF292434 BG263758 BE517709 BF484790 BE496852 BF428535 BE591684 BE637832 BE403960 BE517962 BI479636 BG607212 BE497804 BE499742 BF202765 BF485029 BG274635 BE426356 BE446610 BE446824 BE442658 BE500759 BF478742 BE637190 BE637127 BF145392 BG606809 BG312705 BE422983 BE422971 BE424200 BE426452 BE517989 BG262634 BE490662 BE490744 BE405775 BF474516 BF483477 BF483494 BF484945 BE398519 BE438263 BE399612 BE399812 BG607914 BG606095 BQ280482 BE443995 BE585557 BE442694 BE636993 BE499049 BF482769 BE403721 BE406998 BE517736 BF429350 BF482462 BE445328 BM134469 BF202364 BF201705 BF201723 BE606319 BE606354 BE606719 BG604859 BE405089 BE500348 BE442761 BE443203 BE444162 BE443862 BE444664 BG314536 BE445539 BE497571 BE490596 BE497664 BF201776 BF428994 BF483259 BF483299 BE494750 BE495766 BG607424 BG314548 BF202341 BE403757 BE446425 BE591222 BE498100 BG314551 BF482939 BF484250 BF473725 BG262705 BG604870 BF292023 BE500739 BE442531 BE638019 BE591738 BF201670 BF485127 BM138086 BE604959 BE637868 BE490807 BM134557 BM134558 BM137912 BE497013 BI479628 BE591154 BE607045 BE517719 BF484475 BF293500 BF292343 BE498624 BE426287 BE490752 BF482385 BG274146 BG274485 BQ280440 BQ280546 BQ280603 BE442924 BE585764 BE444380 BE445348 BG607326 BE407052 BE490700 BE444171 BE442782 BE590709 BE591864 BE489538 BE495866 BF428820 BF202303 BF202464 BE498395 BE471312 BG314311 BF292434 BG263758 BE517709 BF484790 BE496852 BF428535 BE591684 BE637832 BE403960 BE517962 BI479636 BG607212 BE497804 BE499742 BF202765 BF485029 BG274635 149 ESTs Munkvold et al. (2004) PresentStudy S Unassigned ESTs (149)
  • 34. Figure 4.8. Diagram represented assignment for 149 ESTs to chromosome 3B. These ESTs were failed to hybridize with chromosome 3B in previous study by Munkvold et al. (2004). Figure 4.9. Diagram represented assignment for 165 ESTs to chromosome arms 3DS (56) and 3DL (109). These ESTs were failed to hybridize with chromosome 3D in previous study by Munkvold et al. (2004). 3DS3-0.24-0.55 3DL-0.27-0.81 C-3DL2-0.27 C-3DS3-0.24 L 3D BF291928 BE494807 BF478742 BE637127 BF145392 BG606809 BE422971BE424229 BE424246 BE499016 BE517989 BE490662 BE405775 BE637664 BF474516 BF483477 BE398585 BE438263 BG263696 BG312756 BG606095 BQ280438 BE443995 BE585557 BE496857 BE445556 BE445803 BE445328 BM138223 BF201928 BF201723 BE606719 BE405089 BE443203 BE444162 BG314536 BE497571 BE494750 BG607234 BF202341 BF202528 BE403757 BE494622 BE591222 BG604568 BE446043 BE446650 BF483799 BF483930 BF485381 BF482939 BF484964 BE442531 BE638019 BF201670 BM140368 BE490807 BM134555 BM136914 BM137965 BI479628 BE517312 BF293500 BF291485 BE498624 BE500330 BE471309 BF482385 BF485117 BF429274 BE405374 BE500863 BF429128 BG607322 BE445607 BE499209 BE500648 BQ280603 BE403395 BE403637 BE404434 BE488992 BE637490 BE607113 BE443053 BE442882 BE443276 BG607279 BF483829 BF482977 BF293968 BG263769 BE403910 BF474438 BE497053 BE518276 BE591725 BF428874 BE471045 BE426188 BM136889 BM134606 BE497136 BI479637 BE517923 BF292758 BE490187 BE489612 BE406967 BE426356 BE446824 BG274134 BE442599 BE442658 BE494807 BG312705 BE424862 BE500201 BF483494 BE398279 BG263696 BE425222 BM134469 BF201705 BG604859 BE443862 BE470921 BF483259 BF483390 BF428807 BF429193 BE637850 BF483770 BF484250 BF292023 BG605127 BM138086 BM134557 BE497013 BQ282235 BE492524 BE517719 BF484475 BG275060 BF292343 BF292479 BG274485 BE442617 BE494921 BF202385 BF202635 BG314172 BE398268 BQ280546 BE403439 BF473483 BE444822 BF203070 BE517875 BE517681 BE517919 BE518003 BE517655 BF473786BE471236 BF291928 BE494807 BF478742 BE637127 BF145392 BG606809 BE422971 BE424229 BE424246 BE499016 BE517989 BE490662 BE405775 BE637664 BF474516 BF483477 BE398585 BE438263 BG263696 BG312756 BG606095 BQ280438 BE443995 BE585557 BE496857 BE445556 BE445803 BE445328 BM138223 BF201928 BF201723 BE606719 BE405089 BE443203 BE444162 BG314536 BE497571 BE494750 BG607234 BF202341 BF202528 BE403757 BE494622 BE591222 BG604568 BE446043 BE446650 BF483799 BF483930 BF485381 BF482939 BF484964 BE442531 BE638019 BF201670 BM140368 BE490807 BM134555 BM136914 BM137965 BI479628 BE517312 BF293500 BF291485 BE498624 BE500330 BE471309 BF482385 BF485117 BF429274 BE405374 BE500863 BF429128 BG607322 BE445607 BE499209 BE500648 BQ280603 BE403395 BE403637 BE404434 BE488992 BE637490 BE607113 BE443053 BE442882 BE443276 BG607279 BF483829 BF482977 BF293968 BG263769 BE403910 BF474438 BE497053 BE518276 BE591725 BF428874 BE471045 BE426188 BM136889 BM134606 BE497136 BI479637 BE517923 BF292758 BE490187 BE489612 BE406967 BE426356 BE446824 BG274134 BE442599 BE442658 BE494807 BG312705 BE424862 BE500201 BF483494 BE398279 BG263696 BE425222 BM134469 BF201705 BG604859 BE443862 BE470921 BF483259 BF483390 BF428807 BF429193 BE637850 BF483770 BF484250 BF292023 BG605127 BM138086 BM134557 BE497013 BQ282235 BE492524 BE517719 BF484475 BG275060 BF292343 BF292479 BG274485 BE442617 BE494921 BF202385 BF202635 BG314172 BE398268 BQ280546 BE403439 BF473483 BE444822 BF203070 BE517875 BE517681 BE517919 BE518003BE517655BF473786BE471236 Unassigned ESTs (165) 109 ESTs 56 ESTs Munkvoldet al. (2004) PresentStudy S
  • 35. 5. SUMMARY In the present study, we linearly ordered the majority of mapped ESTs of wheat with in deletion bins by aligning them to corresponding scaffold sequences of group 3 chromosomes. However, assignment of scaffold to the deletion-bins were determined, order of scaffolds (by end to end matching) along the chromosome will need to be established in near future. The linear order of mapped ESTs within chromosome bins of 3A, 3B, and 3D in the present study may provide useful information for fine mapping, map-based cloning of QTL/gene(s) located on group 3 chromosomes.
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  • 42. APPENDIX - I Details of bin-mapped wheat ESTs of chromosome 3A and their matching to 3A scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. Wheat EST Size (bases) Mapped location Scaffold name Cordinate Start Cordinate end Duplicate Position BF478742 528 3AL3-0.42-0.78 scaffold_195024_3AL 31303 32097 3B,3DL BG606778 430 3AL3-0.42-0.78 scaffold_196221_3AL 23891 24739 3B,3DL BE424200 569 3AL3-0.42-0.78 scaffold_195431_3AL 28671 29816 3B,3DL BE443747 571 3AL3-0.42-0.78 scaffold_194088_3AL 119331 120120 3B,3DL BE442943 635 3AL3-0.42-0.78 scaffold_195263_3AL 19065 20153 3B,3DL BE445343 507 3AL3-0.42-0.78 scaffold_195199_3AL 17165 18008 3B,3DL BE490678 565 3AL3-0.42-0.78 scaffold_199052_3AL 2780 3704 3DL BE517989 595 3AL3-0.42-0.78 scaffold_197375_3AL 15602 16574 3B,3DL BE497784 538 3AL3-0.42-0.78 scaffold_195100_3AL 71097 71891 3B,3DL BE490662 544 3AL3-0.42-0.78 scaffold_196349_3AL 40531 41319 3B,3DL BE490744 493 3AL3-0.42-0.78 scaffold_196209_3AL 24410 25242 3B,3DL BE406461 378 3AL3-0.42-0.78 scaffold_194993_3AL 56674 57444 3B,3DL BE638025 468 3AL3-0.42-0.78 scaffold_194687_3AL 28156 29048 3B,3DL BF484945 212 3AL3-0.42-0.78 scaffold_194277_3AL 112496 113307 3B,3DL BE398488 280 3AL3-0.42-0.78 scaffold_194568_3AL 53171 53909 3B,3DL BE398503 147 3AL3-0.42-0.78 scaffold_194189_3AL 116577 117266 3B,3DL BE399612 297 3AL3-0.42-0.78 scaffold_195781_3AL 27857 28604 3B,3DL BE399869 340 3AL3-0.42-0.78 scaffold_194635_3AL 52793 53517 3B BG607914 364 3AL3-0.42-0.78 scaffold_194875_3AL 63288 64251 3B,3DL,7BL BQ280515 570 3AL3-0.42-0.78 scaffold_194677_3AL 53120 54095 3DL BE443995 593 3AL3-0.42-0.78 scaffold_194377_3AL 47687 48458 3AL,3B,3DL BE444252 443 3AL3-0.42-0.78 scaffold_195523_3AL 15873 16866 3AL,3B,3DL BE585734 664 3AL3-0.42-0.78 scaffold_195836_3AL 27200 28263 3AL,3B,3DL BE585797 594 3AL3-0.42-0.78 scaffold_195459_3AL 20656 21425 3AL,3DL BE406587 347 3AL3-0.42-0.78 scaffold_194186_3AL 114628 115316 3AL,3B,3DL BE442674 527 3AL3-0.42-0.78 scaffold_194843_3AL 24982 25815 3AL,3B,3DL BE490651 511 3AL3-0.42-0.78 scaffold_195693_3AL 29168 29985 3AL,3B,3DL BE636993 446 3AL3-0.42-0.78 scaffold_194092_3AL 29551 30248 3AL,3B,3DL,1AL ,1DL,5DL BE499348 645 3AL3-0.42-0.78 scaffold_194536_3AL 32378 33267 3AL,3B,3DL BF485179 517 3AL3-0.42-0.78 scaffold_199460_3AL 2236 3039 3AL,3DL,5AL,5D L BE404799 544 3AL3-0.42-0.78 scaffold_198130_3AL 5076 5881 3AL,3B,3DL BE499968 528 3AL3-0.42-0.78 scaffold_195488_3AL 32229 33070 3AL,3B,3DL BE496857 476 3AL3-0.42-0.78 scaffold_196411_3AL 23238 24044 3AL,3B,3DL BE497323 341 3AL3-0.42-0.78 scaffold_195250_3AL 34609 35451 3AL,3B BE443568 602 3AL3-0.42-0.78 scaffold_195407_3AL 5767 6551 3AL,3B,3DL BE443770 571 3AL3-0.42-0.78 scaffold_194598_3AL 53857 54731 3AL,3B
  • 43. BE445803 527 3AL3-0.42-0.78 scaffold_193640_3AL 191266 192195 3AL,3B,3DL BE636979 357 3AL3-0.42-0.78 scaffold_194781_3AL 73836 74618 3AL,3B,3DL BF483255 405 3AL3-0.42-0.78 scaffold_197242_3AL 17947 18696 3AL,3B,3DL,4AS ,4B BE489481 525 3AL3-0.42-0.78 scaffold_194377_3AL 37586 38493 3AL,3B,3DL BE489130 520 3AL3-0.42-0.78 scaffold_194186_3AL 116629 117325 3AL,3DL BE443318 572 3AL3-0.42-0.78 scaffold_196741_3AL 437 1403 3AL,1AL,1BL,2A L,5BL BE445328 527 3AL3-0.42-0.78 scaffold_195836_3AL 26189 27039 3AL,3B,3DL BM134414 390 3AL3-0.42-0.78 scaffold_194468_3AL 82171 82949 3AL,3B,3DL BM138485 402 3AL3-0.42-0.78 scaffold_194675_3AL 33227 34212 3AL,3B,3DL BF473016 684 3AL3-0.42-0.78 scaffold_196342_3AL 35776 36542 3AL,3DL BE470919 589 3AL3-0.42-0.78 scaffold_194214_3AL 45623 46528 3AL,3DL BE517780 537 3AL3-0.42-0.78 scaffold_194867_3AL 38215 39105 3AL,3B,3DL BE405214 561 3AL3-0.42-0.78 scaffold_195088_3AL 21276 22093 3AL,3B,3DL BE489274 536 3AL3-0.42-0.78 scaffold_194464_3AL 48696 49729 3AL,3B,3DL BF201151 315 3AL3-0.42-0.78 scaffold_194468_3AL 87051 87772 3AL,3B,3DL BF478932 499 3AL3-0.42-0.78 scaffold_195399_3AL 5352 6255 3AL,3B,3DL BG313152 650 3AL3-0.42-0.78 scaffold_193883_3AL 96294 97048 3AL,3B,3DL BE495195 436 3AL3-0.42-0.78 scaffold_198317_3AL 11722 12587 3AL,3B,3DL,7BL BG607861 599 3AL3-0.42-0.78 scaffold_193760_3AL 75439 76377 3AL,3B BG607811 385 3AL3-0.42-0.78 scaffold_196014_3AL 19136 20120 3AL,3DL,U BG607064 535 3AL3-0.42-0.78 scaffold_196719_3AL 20202 21269 3AL BE637760 384 3AL3-0.42-0.78 scaffold_194586_3AL 82555 83538 3AL,7AL BE403757 625 3AL3-0.42-0.78 scaffold_195261_3AL 28476 29459 3AL,3B,3DL BG604568 686 3AL3-0.42-0.78 scaffold_193895_3AL 148887 149813 3AL,3B,3DL BF485331 446 3AL3-0.42-0.78 scaffold_194338_3AL 75646 76406 3AL,3DL BE446754 438 3AL3-0.42-0.78 scaffold_196616_3AL 19474 20289 3AL BE405208 492 3AL3-0.42-0.78 scaffold_196031_3AL 30172 31019 3AL,3B,3DL BE494219 528 3AL3-0.42-0.78 scaffold_194186_3AL 96332 97254 3AL,3B,3DL BE606881 355 3AL3-0.42-0.78 scaffold_194729_3AL 16593 17384 3AL,3B,3DL BF483618 599 3AL3-0.42-0.78 scaffold_195488_3AL 36580 37404 3AL,3B,3DL BF483799 284 3AL3-0.42-0.78 scaffold_195969_3AL 40152 40958 3AL,3B,3DL BF483930 449 3AL3-0.42-0.78 scaffold_194088_3AL 84537 85585 3AL,3B,3DL BG263637 282 3AL3-0.42-0.78 scaffold_195414_3AL 15792 16530 3AL,3B,3DL BF484964 592 3AL3-0.42-0.78 scaffold_196532_3AL 34449 35317 3AL,3B,3DL BG262582 497 3AL3-0.42-0.78 scaffold_196806_3AL 12575 13333 3AL,3B,3DL BG604893 548 3AL3-0.42-0.78 scaffold_196532_3AL 32530 33328 3AL,3B,3DL BF291889 500 3AL3-0.42-0.78 scaffold_194790_3AL 46177 46899 3AL,3B,3DL BF291861 483 3AL3-0.42-0.78 scaffold_193934_3AL 136870 137615 3AL,3B,3DL BE443288 655 3AL3-0.42-0.78 scaffold_193950_3AL 131949 132666 3AL,3B,3DL BE591287 494 3AL3-0.42-0.78 scaffold_196209_3AL 23626 24648 3AL BE591581 377 3AL3-0.42-0.78 scaffold_196562_3AL 2293 3217 3AL,3B,3DL BE591575 451 3AL3-0.42-0.78 scaffold_195251_3AL 23637 24377 3AL,3B,3DL
  • 44. BM140325 534 3AL3-0.42-0.78 scaffold_194826_3AL 33808 34895 3AL,3B,3DL BE604711 336 3AL3-0.42-0.78 scaffold_195527_3AL 53047 53776 3AL,3B,3DL BE637868 597 3AL3-0.42-0.78 scaffold_195550_3AL 11051 12241 3AL,3B,3DL BM134555 495 3AL3-0.42-0.78 scaffold_194492_3AL 47604 48383 3AL,3B,3DL BM137912 298 3AL3-0.42-0.78 scaffold_195212_3AL 25375 26183 3AL,3B BQ280724 661 3AL3-0.42-0.78 scaffold_194734_3AL 72359 73244 3AL BI479628 416 3AL3-0.42-0.78 scaffold_195297_3AL 41460 42263 3AL,3B,3DL BE607045 508 3AL3-0.42-0.78 scaffold_196609_3AL 26094 26890 3AL,3B,3DL BF291485 544 3AL3-0.42-0.78 scaffold_196207_3AL 43673 44392 3AL,3B,3DL BF202587 325 3AL3-0.42-0.78 scaffold_193705_3AL 121334 122258 3AL,3B,3DL BF485012 419 3AL3-0.42-0.78 scaffold_197919_3AL 13043 13812 3AL,3B,3DL BF482385 629 3AL3-0.42-0.78 scaffold_195261_3AL 29800 30710 3AL,3B,3DL BE489472 530 3AL3-0.42-1.00* scaffold_199219_3AL 4838 5620 3AL,3B,3DL BE497749 396 3AL3-0.42-1.00* scaffold_194192_3AL 100959 101658 3AL,3B,3DL BG604870 137 3AL3-0.42-1.00* scaffold_193934_3AL 13864 14555 3AL,3B,3DL BF146198 297 3AL3-0.42-1.00* scaffold_194412_3AL 89501 90254 3AL,3B,3DL BE406551 334 3AL5-0.78-1.00 scaffold_195834_3AL 15787 16510 3AL,3DL BE444864 547 3AL5-0.78-1.00 scaffold_194882_3AL 18221 18970 3AL,3B,3DL BF291928 303 3AL5-0.78-1.00 scaffold_194203_3AL 90260 90990 3AL,3B,3DL BF429203 500 3AL5-0.78-1.00 scaffold_194787_3AL 11969 12705 3AL,3B,3DL BF145392 428 3AL5-0.78-1.00 scaffold_196405_3AL 33488 34273 3AL,3B,3DL BG314028 374 3AL5-0.78-1.00 scaffold_197099_3AL 7367 8265 3AL BE424229 455 3AL5-0.78-1.00 scaffold_193615_3AL 136613 137564 3AL3DL BE499016 540 3AL5-0.78-1.00 scaffold_196284_3AL 13047 13850 3AL,3B,3DL BE404374 589 3AL5-0.78-1.00 scaffold_195798_3AL 15437 16373 3AL,3B,3DL BE405775 536 3AL5-0.78-1.00 scaffold_196667_3AL 29202 30010 3AL,3B,3DL BE500244 465 3AL5-0.78-1.00 scaffold_194121_3AL 39606 40354 3AL,3B,3DL BE637664 488 3AL5-0.78-1.00 scaffold_195092_3AL 58026 59083 3AL,3DL BF474516 288 3AL5-0.78-1.00 scaffold_193736_3AL 26977 27792 3AL,3B,3DL BF474720 520 3AL5-0.78-1.00 scaffold_193656_3AL 49653 50599 3AL,3B,3DL BF474841 393 3AL5-0.78-1.00 scaffold_194524_3AL 63252 63893 3AL BE398585 256 3AL5-0.78-1.00 scaffold_204530_3AL 967 1643 3AL,3DL BE399812 298 3AL5-0.78-1.00 scaffold_193878_3AL 145492 146346 3AL,3B,3DL BG312756 240 3AL5-0.78-1.00 scaffold_195235_3AL 20963 21802 3AL,3B,3DL BG606095 615 3AL5-0.78-1.00 scaffold_194620_3AL 69694 70500 3AL,3B,3DL BQ280438 522 3AL5-0.78-1.00 scaffold_197009_3AL 11517 12412 3AL,3B,3DL BE444473 388 3AL5-0.78-1.00 scaffold_197747_3AL 19474 20190 3AL,3B,3DL BE585557 678 3AL5-0.78-1.00 scaffold_193591_3AL 281029 282299 3AL,3B,3DL BE585704 664 3AL5-0.78-1.00 scaffold_194686_3AL 59769 60837 3AL,3B,3DL BE442818 549 3AL5-0.78-1.00 scaffold_193654_3AL 69967 70791 3AL,3DL BE442875 529 3AL5-0.78-1.00 scaffold_194691_3AL 52927 53669 3DL BE443397 600 3AL5-0.78-1.00 scaffold_196449_3AL 21440 22198 3AL,3B,3DL BE442624 486 3AL5-0.78-1.00 scaffold_195180_3AL 5323 6314 3AL,3B,3DL
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  • 49. BG274556 558 C-3AL3-0.42 scaffold_194476_3AL 81579 82336 3AL,3B,3DL BE499024 382 C-3AL5-0.78* scaffold_196812_3AL 27998 28924 3AL,3DL BF482930 108 C-3AL5-0.78* scaffold_194675_3AL 28004 28662 3AL,3B,3DL BG313636 512 C-3AL5-0.78* scaffold_194961_3AL 50072 50864 3AL,3B,3DL BE446650 451 C-3AL5-0.78* scaffold_196147_3AL 24882 25640 3AL,3B,3DL BM140368 559 C-3AL5-0.78* scaffold_194068_3AL 63935 64990 3AL,3B,3DL BE637307 265 C-3AL5-0.78* scaffold_195232_3AL 18476 19233 3AL,3B,3DL BG274146 409 C-3AS2-0.23 scaffold_194245_3AL 113745 114543 3AL,3B,3DL BF473725 481 3AL3-0.42-0.78 scaffold_212620_3AS 22442 23350 3AS,B,1AL,BS,A S,2AL,AS,AL,5A S,6AL,6AS,6BS,7 AL BF482436 345 3AS2-0.23-0.45 scaffold_210678_3AS 137729 138418 3AS,3B,3DS BF473348 526 3AS2-0.23-0.45 scaffold_210626_3AS 84026 84970 3AL,3B,3DL BG262634 542 3AS2-0.23-0.45 scaffold_210504_3AS 241581 242633 3AL,3B,3DL BE500201 643 3AS2-0.23-0.45 scaffold_212272_3AS 25816 27058 3AS,3DS BF201310 152 3AS2-0.23-0.45 scaffold_211381_3AS 56656 57371 BE488644 373 3AS2-0.23-0.45 scaffold_210432_3AS 351189 351984 BE638043 375 3AS2-0.23-0.45 scaffold_210726_3AS 21000 21754 3AS,3DS,4BS,4D S BF484960 623 3AS2-0.23-0.45 scaffold_210762_3AS 89554 90536 5Al,5BS,6BL,6DL BE399952 396 3AS2-0.23-0.45 scaffold_211331_3AS 69325 70047 3AS,3B,3DS BE586090 722 3AS2-0.23-0.45 scaffold_213187_3AS 20815 21947 3AS,3B,3DS BE442694 588 3AS2-0.23-0.45 scaffold_211977_3AS 23061 24231 3AS,3B,3DS BE497469 362 3AS2-0.23-0.45 scaffold_210726_3AS 116372 117125 3AS,3B,3DS BF482462 527 3AS2-0.23-0.45 scaffold_213407_3AS 2640 3633 3AS,3B,3DL BE488843 520 3AS2-0.23-0.45 scaffold_210637_3AS 25054 25821 3AS,3B,3DS BE489168 365 3AS2-0.23-0.45 scaffold_211231_3AS 36485 37436 3AS,3B,3DS BM134371 585 3AS2-0.23-0.45 scaffold_212656_3AS 23985 25112 3AS,3B,3DS BM134469 383 3AS2-0.23-0.45 scaffold_210678_3AS 125786 126457 3AS,3B,3DS BE444664 593 3AS2-0.23-0.45 scaffold_211314_3AS 83758 84950 3AS,3B,3DS BF200587 441 3AS2-0.23-0.45 scaffold_212306_3AS 14390 15268 3AS,3B,3DS BE591754 152 3AS2-0.23-0.45 scaffold_212911_3AS 16669 17399 3AS,3B,3DS BG263949 416 3AS2-0.23-0.45 scaffold_210479_3AS 87208 87998 BF428891 575 3AS2-0.23-0.45 scaffold_211230_3AS 39402 40260 3AS,3B,3DS BF484958 630 3AS2-0.23-0.45 scaffold_211627_3AS 33928 34788 3AS,3B,3DS BF483770 548 3AS2-0.23-0.45 scaffold_211514_3AS 57344 58086 3AS,3B,3DS BE496996 594 3AS2-0.23-0.45 scaffold_211492_3AS 13580 14564 3AS,U,6DS, BE405354 474 3AS2-0.23-0.45 scaffold_211230_3AS 44627 45333 3AS,3B,3DS BE591181 587 3AS2-0.23-0.45 scaffold_210726_3AS 20250 21156 3AS,3B,3DS BM138019 498 3AS2-0.23-0.45 scaffold_210574_3AS 176670 177730 3AS,3B,3DS BE406646 478 3AS2-0.23-0.45 scaffold_211383_3AS 49554 50519 3AS,3B,3DS BQ282235 458 3AS2-0.23-0.45 scaffold_210454_3AS 280567 281405 3AS,3B,3DS BG274851 546 3AS2-0.23-0.45 scaffold_211361_3AS 40581 41339 3AS,3DS,U BE590756 626 3AS2-0.23-0.45 scaffold_212778_3AS 20961 21888 3AS,3B,3DS
  • 50. BE606524 534 3AS2-0.23-0.45 scaffold_211370_3AS 30713 31686 3AS,3B,3DS BE426287 551 3AS2-0.23-0.45 scaffold_210796_3AS 126361 127192 3AS,3B,3DS BE426393 563 3AS2-0.23-0.45 scaffold_210418_3AS 315310 316104 3AS,3B,3DS BE406567 242 3AS4-0.45-1.00 scaffold_211316_3AS 34177 34316 3AS,3B,3DS,1DS, 1BS BE426356 507 3AS4-0.45-1.00 scaffold_211194_3AS 18063 18924 3AS,3B,3DS,7DS, 7BS BE446610 550 3AS4-0.45-1.00 scaffold_211988_3AS 15625 16427 3AS,3B.3DS.1BS BE490440 348 3AS4-0.45-1.00 scaffold_212091_3AS 22454 23306 3AS,3B,3DS,1AS, 1BS,1DS BE591226 511 3AS4-0.45-1.00 scaffold_213233_3AS 11588 12698 3AS,3B,3DS,5DL BE405260 624 3AS4-0.45-1.00 scaffold_210989_3AS 74837 75643 3AS,3DS,5BL,5A L,5DL BG274134 250 3AS4-0.45-1.00 scaffold_210783_3AS 19975 20704 3AS,3B,3DS BF203138 210 3AS4-0.45-1.00 scaffold_213422_3AS 14692 15347 3AS,3B,3DS BE442658 475 3AS4-0.45-1.00 scaffold_211346_3AS 47770 48774 3AS,3B,3DS BE404074 523 3AS4-0.45-1.00 scaffold_210583_3AS 73775 74897 3AS,3B,3DS BG312705 197 3AS4-0.45-1.00 scaffold_211949_3AS 31664 32376 3B,3DS BE423484 458 3AS4-0.45-1.00 scaffold_212447_3AS 10043 11084 3AS BE406607 341 3AS4-0.45-1.00 scaffold_213408_3AS 7309 8216 3DS.U BG604577 473 3AS4-0.45-1.00 scaffold_212491_3AS 28589 29358 3B,3DS BE403480 486 3AS4-0.45-1.00 scaffold_212996_3AS 12229 13087 3AS,3B,3DS BE500231 271 3AS4-0.45-1.00 scaffold_211563_3AS 61581 62243 3DS BF202265 359 3AS4-0.45-1.00 scaffold_212710_3AS 30073 30833 3AS,3B,3DS BG275108 557 3AS4-0.45-1.00 scaffold_210768_3AS 21242 22159 3B,3DS BF483494 633 3AS4-0.45-1.00 scaffold_211087_3AS 31323 32240 3B,3DS BE398279 498 3AS4-0.45-1.00 scaffold_212515_3AS 14755 15523 3B,3DS BE438292 316 3AS4-0.45-1.00 scaffold_212057_3AS 31510 32252 3B,3DS BI479183 267 3AS4-0.45-1.00 scaffold_213550_3AS 13695 14561 3B,3DS BI479242 474 3AS4-0.45-1.00 scaffold_212276_3AS 18682 19601 3B,3DS BG606190 632 3AS4-0.45-1.00 scaffold_210989_3AS 73657 74486 3DS BQ280482 412 3AS4-0.45-1.00 scaffold_210983_3AS 18135 18938 3B,3DS BE444576 341 3AS4-0.45-1.00 scaffold_210716_3AS 2447 3217 3B,3DS,2BL,2DL BE405200 573 3AS4-0.45-1.00 scaffold_210800_3AS 53763 54577 5BS,6AL BE407082 462 3AS4-0.45-1.00 scaffold_212044_3AS 36264 37206 3B,3DL,4DL,2BL , BE498137 455 3AS4-0.45-1.00 scaffold_213422_3AS 14499 15463 3DS BE495182 553 3AS4-0.45-1.00 scaffold_212276_3AS 24851 25606 3B,3DS BF292892 659 3AS4-0.45-1.00 scaffold_210894_3AS 48620 49878 3B,3DS BE406998 369 3AS4-0.45-1.00 scaffold_211988_3AS 13645 14316 3B,3DS BE517736 454 3AS4-0.45-1.00 scaffold_212675_3AS 30690 31582 3B,3DS BG313722 494 3AS4-0.45-1.00 scaffold_210940_3AS 10000 11005 3B,3DS BE442552 305 3AS4-0.45-1.00 scaffold_211312_3AS 61071 61834 3B,3DS BE489244 623 3AS4-0.45-1.00 scaffold_210728_3AS 113690 114615 3B,3DS BE489782 360 3AS4-0.45-1.00 scaffold_211550_3AS 12069 13007 3B,3DS
  • 51. BE443202 448 3AS4-0.45-1.00 scaffold_211026_3AS 5568 6591 3B,3DS BE404868 418 3AS4-0.45-1.00 scaffold_210516_3AS 152366 153383 3B,3DS BF202364 553 3AS4-0.45-1.00 scaffold_210772_3AS 129463 130615 3B,3DS BF201705 503 3AS4-0.45-1.00 scaffold_210859_3AS 112134 112949 3B,3DS BE470921 584 3AS4-0.45-1.00 scaffold_211798_3AS 41000 41886 3DS BE490150 513 3AS4-0.45-1.00 scaffold_210691_3AS 145760 146754 3B,3DS,6AL, BF200563 420 3AS4-0.45-1.00 scaffold_212390_3AS 16620 17467 3B,3DS BE591845 212 3AS4-0.45-1.00 scaffold_211647_3AS 42593 43288 BE605225 378 3AS4-0.45-1.00 scaffold_212877_3AS 16019 16984 3B,5AL,5DL,5BL BE443404 500 3AS4-0.45-1.00 scaffold_212416_3AS 19837 20900 3B,3DS BF478745 519 3AS4-0.45-1.00 scaffold_212239_3AS 27575 28467 3B,3DS BE496017 615 3AS4-0.45-1.00 scaffold_211280_3AS 78673 79581 3B,3DS BE494004 380 3AS4-0.45-1.00 scaffold_211275_3AS 54525 55291 2DL BG607424 487 3AS4-0.45-1.00 scaffold_210838_3AS 93449 94368 3B,3DS BG606936 378 3AS4-0.45-1.00 scaffold_213187_3AS 20729 21599 3B,3DS BE637850 529 3AS4-0.45-1.00 scaffold_212026_3AS 31543 32292 3B,3DS BF293537 477 3AS4-0.45-1.00 scaffold_210630_3AS 117768 118635 3B,3DS BE446087 558 3AS4-0.45-1.00 scaffold_210732_3AS 32320 33265 3B,3DS BE446135 453 3AS4-0.45-1.00 scaffold_210609_3AS 129026 129816 3B,3DS BG262844 605 3AS4-0.45-1.00 scaffold_210546_3AS 19717 20717 3B,3DS BE498112 474 3AS4-0.45-1.00 scaffold_212578_3AS 20344 21335 3B,3DS BF482885 489 3AS4-0.45-1.00 scaffold_210963_3AS 20038 21102 3B,U BF474579 447 3AS4-0.45-1.00 scaffold_212164_3AS 31569 32515 3B,3DS BG274303 131 3AS4-0.45-1.00 scaffold_211122_3AS 41747 42476 3B BG314551 571 3AS4-0.45-1.00 scaffold_212515_3AS 26600 27611 3B,3DS BF484250 371 3AS4-0.45-1.00 scaffold_210696_3AS 26545 27332 3B,3DS BE442933 533 3AS4-0.45-1.00 scaffold_210646_3AS 36966 37787 3B,3DS,U,6AS,6 BS, BE404656 435 3AS4-0.45-1.00 scaffold_210716_3AS 18586 19620 3B,3DS BE404748 518 3AS4-0.45-1.00 scaffold_211014_3AS 20591 21508 3B,3DS BE497566 435 3AS4-0.45-1.00 scaffold_211403_3AS 49106 50040 3B,3DS BE498786 529 3AS4-0.45-1.00 scaffold_212970_3AS 20742 21495 3B,3DS BE405496 562 3AS4-0.45-1.00 scaffold_212062_3AS 18256 19058 3B,U BE405509 661 3AS4-0.45-1.00 scaffold_211010_3AS 63278 64042 3B,3DS BE591948 517 3AS4-0.45-1.00 scaffold_211981_3AS 15970 16795 BF485127 170 3AS4-0.45-1.00 scaffold_211259_3AS 86346 87075 3B,3DS BM138086 417 3AS4-0.45-1.00 scaffold_212152_3AS 30832 31700 3B,3DS BF146110 288 3AS4-0.45-1.00 scaffold_211916_3AS 49043 49775 3B,3DS BF428898 616 3AS4-0.45-1.00 scaffold_212641_3AS 7894 8893 3B BF428900 399 3AS4-0.45-1.00 scaffold_211917_3AS 14562 15329 1AL,1DL,1DS,4A S,5AL,5BL, BE637769 462 3AS4-0.45-1.00 scaffold_210989_3AS 101034 101832 3B,3DS BE490164 485 3AS4-0.45-1.00 scaffold_211880_3AS 45147 45946 3B,3DS BM134557 307 3AS4-0.45-1.00 scaffold_211205_3AS 63932 64744 3B,3DS
  • 52. BM134592 363 3AS4-0.45-1.00 scaffold_211302_3AS 47840 48650 3B,3DS BE497013 534 3AS4-0.45-1.00 scaffold_210945_3AS 30973 31720 3B,3DS BE499177 569 3AS4-0.45-1.00 scaffold_212385_3AS 6349 7317 3DS BE517719 424 3AS4-0.45-1.00 scaffold_210938_3AS 96319 97123 3B,3DS BF484475 319 3AS4-0.45-1.00 scaffold_211273_3AS 39298 40037 3B,3DS BE591013 601 3AS4-0.45-1.00 scaffold_211346_3AS 16285 16997 3B,3DS BE591804 285 3AS4-0.45-1.00 scaffold_212457_3AS 29266 30043 3B,3DS BF293133 495 3AS4-0.45-1.00 scaffold_210508_3AS 142791 143664 3B,3DS BF474778 539 3AS4-0.45-1.00 scaffold_211806_3AS 20616 21324 3B,3DS BG275060 461 3AS4-0.45-1.00 scaffold_210989_3AS 91053 91728 3AS,3B,3DS,6AS, 6BS.6DS BF292343 515 3AS4-0.45-1.00 scaffold_211956_3AS 18873 19816 3B,3DS BF292479 470 3AS4-0.45-1.00 scaffold_210630_3AS 36555 37624 3B,3DS BE499309 597 3AS4-0.45-1.00 scaffold_211206_3AS 8903 9593 3B BE500000 490 3AS4-0.45-1.00 scaffold_212661_3AS 26980 27769 3B,3DS BE426687 579 3AS4-0.45-1.00 scaffold_210884_3AS 45190 45903 3B,3DS BE490304 551 3AS4-0.45-1.00 scaffold_211530_3AS 6060 6841 3B,3DS BF429301 300 3AS4-0.45-1.00 scaffold_210809_3AS 70141 70872 3B,3DS BG274485 526 3AS4-0.45-1.00 scaffold_212675_3AS 27320 28098 3B,3DS BE446824 441 C-3AS2-0.23 scaffold_211294_3AS 59069 59808 3B,3DS BE637190 359 C-3AS2-0.23 scaffold_211780_3AS 30167 30912 3B,U BE422983 428 C-3AS2-0.23 scaffold_210726_3AS 113843 114608 3B,3DS BE446462 509 C-3AS2-0.23 scaffold_210432_3AS 269795 270711 33B,3DS,6AS,U BG274933 397 C-3AS2-0.23 scaffold_212293_3AS 12848 13737 3B,3DS BF478475 390 C-3AS2-0.23 scaffold_211779_3AS 56981 57970 3DS,1BL,2BL,2D L,5BL,6DS BG313279 565 C-3AS2-0.23 scaffold_213187_3AS 22203 23149 3B,3DS BG262910 389 C-3AS2-0.23 scaffold_212663_3AS 22023 22976 3B,3DS BF483751 308 C-3AS2-0.23 scaffold_211328_3AS 63389 64218 3B,3DS BG263578 422 C-3AS2-0.23 scaffold_210455_3AS 8964 9985 BG606644 548 C-3AS2-0.23 scaffold_210454_3AS 280567 281573 3B,3DS BG604652 352 C-3AS2-0.23 scaffold_213265_3AS 14742 15561 3B,3DS BF292023 549 C-3AS2-0.23 scaffold_213185_3AS 10261 11131 3B,3DS BE426298 216 C-3AS2-0.23 scaffold_211121_3AS 12920 13735 BE497534 129 C-3AS2-0.23 scaffold_210938_3AS 86772 87500 3B,3DS BM135339 629 C-3AS2-0.23 scaffold_212092_3AS 16090 16896 3B,3DS BG604919 746 C-3AS2-0.23 scaffold_211707_3AS 53791 54832 3B,3DS BG605426 364 C-3AS2-0.23 scaffold_211403_3AS 56431 57363 3B,3DS BE591466 276 C-3AS2-0.23 scaffold_211331_3AS 73730 74506 3B,3DS BM136734 269 C-3AS2-0.23 scaffold_212695_3AS 26543 27411 U BG274145 473 C-3AS2-0.23 scaffold_213185_3AS 10971 11883 3B,3DS BE443960 618 C-3AS4-0.45* scaffold_211462_3AS 59250 60076 3B,3DS BF478841 356 C-3AS4-0.45* scaffold_210599_3AS 32780 33531 3B,3DS BG604567 380 C-3AS4-0.45* scaffold_211594_3AS 24412 25243 3B,3DS
  • 53. BE497864 493 C-3AS4-0.45* scaffold_210581_3AS 182826 183914 U BF485348 382 C-3AS4-0.45* scaffold_210641_3AS 153315 154273 3B,3DS BG605127 641 C-3AS4-0.45* scaffold_211054_3AS 21665 22520 3B,3DS
  • 54. APPENDIX - II Details of bin-mapped wheat ESTs of chromosome 3B and their matching to 3B scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. Wheat EST Size (bases) Mapped location Scaffold name Cordinate Start Cordinate end Duplicate Position BF291928 303 3BL10-0.50-0.63 scaffold_222513_3B 51761 52491 3AL,3DL BE443747 571 3BL10-0.50-0.63 scaffold_221109_3B 210860 211649 3AL,3DL BE442943 635 3BL10-0.50-0.63 scaffold_223892_3B 46732 47966 3AL,3DL BE638025 468 3BL10-0.50-0.63 scaffold_221026_3B 115803 116695 3AL,3DL BE399869 340 3BL10-0.50-0.63 scaffold_221779_3B 64039 64763 3AL,3DL BE585734 664 3BL10-0.50-0.63 scaffold_224719_3B 17508 18388 3AL,3DL BE496857 476 3BL10-0.50-0.63 scaffold_223826_3B 55321 56127 3AL,3DL BE497323 341 3BL10-0.50-0.63 scaffold_223053_3B 38578 39278 3AL BE443770 571 3BL10-0.50-0.63 scaffold_220699_3B 88744 89886 3AL BE489481 525 3BL10-0.50-0.63 scaffold_222849_3B 45403 46227 3AL,3DL BE445328 527 3BL10-0.50-0.63 scaffold_224719_3B 18678 19642 3AL,3DL BE426418 370 3BL10-0.50-0.63 scaffold_225446_3B 29775 30558 3AL,3DL BE405214 561 3BL10-0.50-0.63 scaffold_225180_3B 8578 9395 3AL,3DL BF201151 315 3BL10-0.50-0.63 scaffold_222607_3B 103644 104365 3AL,3DL BF478406 493 3BL10-0.50-0.63 scaffold_225011_3B 15162 16006 3DL,1AS BF478414 606 3BL10-0.50-0.63 scaffold_224719_3B 19565 20770 BG313152 650 3BL10-0.50-0.63 scaffold_222072_3B 127430 128184 3AL,3DL BF485480 190 3BL10-0.50-0.63 scaffold_224708_3B 54545 55334 3AL,3DL BG262582 497 3BL10-0.50-0.63 scaffold_225608_3B 17764 18566 3AL,3DL BG605323 464 3BL10-0.50-0.63 scaffold_222607_3B 86847 87582 3AL,3DL BM140325 534 3BL10-0.50-0.63 scaffold_221814_3B 81059 82146 3AL,3DL BE604885 286 3BL10-0.50-0.63 scaffold_224509_3B 63278 64073 3AL,3DL BM134520 500 3BL10-0.50-0.63 scaffold_224885_3B 36253 37107 3AL,3DL BE444736 415 3BL10-0.50-0.63 scaffold_227160_3B 9464 10400 3AL,3DL BE404841 596 3BL10-0.50-0.63 scaffold_224715_3B 45468 46581 3AL,3DL BE424492 431 3BL10-0.50-0.63 scaffold_226243_3B 28632 29392 3AL,3DL BE445607 323 3BL10-0.50-0.63 scaffold_221693_3B 54168 55073 3AL,3DL BE403697 139 3BL10-0.50-0.63 scaffold_230966_3B 4253 4991 1BL,4bs,7BS BE488783 641 3BL10-0.50-0.63 scaffold_227609_3B 19257 20204 3AL,3B,3DL,1AS,1B L1DL,7DS BE489603 336 3BL10-0.50-0.63 scaffold_224719_3B 31958 32680 3AL,3DL BE494067 494 3BL10-0.50-0.63 scaffold_220972_3B 152551 153336 3AL,3DL BE517914 524 3BL10-0.50-0.63 scaffold_220802_3B 165163 165899 BF483675 577 3BL10-0.50-0.63 scaffold_224535_3B 28639 29617 3AL,3DL BF291729 566 3BL10-0.50-0.63 scaffold_224591_3B 40388 41194 3DL BE443349 658 3BL10-0.50-0.63 scaffold_220708_3B 25058 26115 3AL,3DL BF200549 432 3BL10-0.50-0.63 scaffold_221180_3B 139557 140540 3AL,3DL BF292758 426 3BL10-0.50-0.63 scaffold_221305_3B 91173 92165 3AL,3DL
  • 55. BE426107 419 3BL10-0.50-0.63 scaffold_222333_3B 92909 93927 3AL,3DL BF484141 503 3BL10-0.50-0.63 scaffold_223017_3B 45976 46792 2BL BM134414 390 3BL10-0.50-1.00* scaffold_222607_3B 99662 100442 3AL,3DL BE591450 538 3BL10-0.50-1.00* scaffold_222281_3B 102934 103805 7BS,7DS, BE445343 507 3BL2-0.22-0.50 scaffold_227237_3B 15465 16327 3AL,3DL BE490734 443 3BL2-0.22-0.50 scaffold_222369_3B 97058 97959 3DL BE406461 378 3BL2-0.22-0.50 scaffold_222481_3B 84900 85667 3AL,3DL BE405776 526 3BL2-0.22-0.50 scaffold_221268_3B 53461 54429 3AL,U BE637660 375 3BL2-0.22-0.50 scaffold_222389_3B 84152 84955 3AL,3DL BG263667 372 3BL2-0.22-0.50 scaffold_223258_3B 82110 82876 3AL,3DL BE398488 280 3BL2-0.22-0.50 scaffold_222277_3B 69707 70397 3AL,3DL BE398503 147 3BL2-0.22-0.50 scaffold_226306_3B 21817 22514 3AL,3DL BE444252 443 3BL2-0.22-0.50 scaffold_222532_3B 99315 100312 3AL,3DL BE406587 347 3BL2-0.22-0.50 scaffold_222421_3B 109794 110482 3AL,3DL BE490613 510 3BL2-0.22-0.50 scaffold_222908_3B 88986 89716 3DL BE490651 511 3BL2-0.22-0.50 scaffold_221138_3B 57224 58041 3AL,3DL BE499348 645 3BL2-0.22-0.50 scaffold_223574_3B 77684 78573 3AL,3DL BE404799 544 3BL2-0.22-0.50 scaffold_223845_3B 30103 30909 3AL,3DL BE443568 602 3BL2-0.22-0.50 scaffold_221153_3B 141305 142089 3AL,3DL BE445803 527 3BL2-0.22-0.50 scaffold_220588_3B 270529 271460 3AL,3DL BE636979 357 3BL2-0.22-0.50 scaffold_222336_3B 92491 93273 3AL,3DL BF483255 405 3BL2-0.22-0.50 scaffold_223037_3B 9876 10625 3AL,3DL,4AS,4B BE443175 253 3BL2-0.22-0.50 scaffold_221278_3B 53851 54678 3AL,3DL BM138485 402 3BL2-0.22-0.50 scaffold_221509_3B 91208 91996 3AL,3DL BE605042 558 3BL2-0.22-0.50 scaffold_224886_3B 40539 41696 3AL,3DL BE500112 502 3BL2-0.22-0.50 scaffold_226118_3B 18782 19658 3DL BF201874 467 3BL2-0.22-0.50 scaffold_221173_3B 47859 48764 3DL BF478698 596 3BL2-0.22-0.50 scaffold_224894_3B 47588 48783 BF478932 499 3BL2-0.22-0.50 scaffold_221915_3B 122066 122989 3AL,3DL BG313297 471 3BL2-0.22-0.50 scaffold_224886_3B 40081 41151 3AL,3DL,1DL BG607861 599 3BL2-0.22-0.50 scaffold_220896_3B 149926 150861 3AL BF202528 267 3BL2-0.22-0.50 scaffold_220773_3B 153681 154547 3AL,3DL BE494888 421 3BL2-0.22-0.50 scaffold_222228_3B 76930 77922 3AL,3DL BE606881 355 3BL2-0.22-0.50 scaffold_226412_3B 21945 22736 3AL,3DL BF482732 278 3BL2-0.22-0.50 scaffold_224343_3B 52556 53357 3DL BF483799 284 3BL2-0.22-0.50 scaffold_221798_3B 40960 41766 3AL,3DL BF483930 449 3BL2-0.22-0.50 scaffold_228359_3B 10084 11132 3AL,3DL BG263637 282 3BL2-0.22-0.50 scaffold_220588_3B 253850 254567 3AL,3DL BG607570 468 3BL2-0.22-0.50 scaffold_221520_3B 11755 12531 3AL BF485381 196 3BL2-0.22-0.50 scaffold_220737_3B 48922 49675 3AL,3DL BF484767 521 3BL2-0.22-0.50 scaffold_222276_3B 23902 25022 3AL,3DL,U BF484964 592 3BL2-0.22-0.50 scaffold_222403_3B 118731 119599 3AL,3DL BG604766 291 3BL2-0.22-0.50 scaffold_225301_3B 8041 8813
  • 56. BG604893 548 3BL2-0.22-0.50 scaffold_222403_3B 116819 117617 3AL,3DL BF291889 500 3BL2-0.22-0.50 scaffold_220628_3B 391632 392354 3AL,3DL BF291861 483 3BL2-0.22-0.50 scaffold_221283_3B 131585 132356 3AL,3DL BE591581 377 3BL2-0.22-0.50 scaffold_224129_3B 11818 12594 3AL,3DL BE591575 451 3BL2-0.22-0.50 scaffold_220625_3B 84293 85130 3AL,3DL BM140368 559 3BL2-0.22-0.50 scaffold_221272_3B 117279 118334 3AL,3DL BE637307 265 3BL2-0.22-0.50 scaffold_220673_3B 69330 70034 3AL,3DL BF146076 416 3BL2-0.22-0.50 scaffold_222302_3B 83129 84002 3AL,3DL BE426763 658 3BL2-0.22-0.50 scaffold_222281_3B 117922 118997 3AL,3DL BE406507 475 3BL2-0.22-0.50 scaffold_223057_3B 85995 87069 3AL,2DS,4DS,5AL,5 BL,5DL, BM134555 495 3BL2-0.22-0.50 scaffold_221341_3B 36340 37119 3AL,3DL BM136936 411 3BL2-0.22-0.50 scaffold_224169_3B 64835 65662 3AL,5DL BE500330 598 3BL2-0.22-0.50 scaffold_221278_3B 50163 51003 3AL,3DL BF202587 325 3BL2-0.22-0.50 scaffold_221154_3B 92397 93321 3AL,3DL BF485012 419 3BL2-0.22-0.50 scaffold_221895_3B 28828 29597 3AL,3DL BF484783 612 3BL2-0.22-0.50 scaffold_226236_3B 6550 7345 4AL,4BS,4DS BG263409 499 3BL2-0.22-0.50 scaffold_221862_3B 116114 116978 3AL,3DL BG263580 453 3BL2-0.22-0.50 scaffold_226456_3B 28691 29667 2BS,2DS BI479128 587 3BL2-0.22-0.50 scaffold_221905_3B 43643 44576 BI479128 587 3BL2-0.22-0.50 scaffold_221905_3B 43643 44576 BE585764 632 3BL2-0.22-0.50 scaffold_222062_3B 107689 108892 4AL,4BS,4DS BE403439 464 3BL2-0.22-0.50 scaffold_221940_3B 94368 95069 3AL,3DL,1AS,1BS,1 DS, BE403619 324 3BL2-0.22-0.50 scaffold_222085_3B 56339 57031 3AL,3DL BE489323 514 3BL2-0.22-0.50 scaffold_222871_3B 55519 56609 4BS,5BL,7BL BF429416 322 3BL2-0.22-0.50 scaffold_221920_3B 15493 16386 3AL,3DL BE590689 508 3BL2-0.22-0.50 scaffold_224699_3B 3413 4207 5BL,6AS,6DS BE442759 465 3BL2-0.22-0.50 scaffold_226549_3B 17125 17903 3AL,3DL BE445533 538 3BL2-0.22-0.50 scaffold_221914_3B 129556 130449 3DL BE605119 447 3BL2-0.22-0.50 scaffold_221924_3B 58423 59253 BG313765 478 3BL2-0.22-0.50 scaffold_227342_3B 4183 5101 5BL,5BS,7BL,7BS BE606723 352 3BL2-0.22-0.50 scaffold_221963_3B 86541 87328 4AS,4BL,4DL BE425919 546 3BL2-0.22-0.50 scaffold_228126_3B 10870 11761 3AL,3DL BG263769 393 3BL2-0.22-0.50 scaffold_220883_3B 205779 206480 3AL,3DL BE497053 234 3BL2-0.22-0.50 scaffold_224764_3B 27824 28584 3AL,3DL BE518276 501 3BL2-0.22-0.50 scaffold_227703_3B 8806 9669 3AL,3DL BE442638 547 3BL2-0.22-0.50 scaffold_228486_3B 2989 3942 3AL BM134606 367 3BL2-0.22-0.50 scaffold_222876_3B 67269 67972 3AL,3DL BI479637 562 3BL2-0.22-0.50 scaffold_222761_3B 20657 21815 3AL,3DL BF485214 334 3BL2-0.22-0.50 scaffold_226235_3B 26714 27384 3AL BF485118 497 3BL2-0.22-0.50 scaffold_222788_3B 92069 92777 BE444864 547 3BL7-0.63-1.00 scaffold_223993_3B 33403 34152 3AL
  • 57. BE500460 377 3BL7-0.63-1.00 scaffold_220915_3B 48956 49796 3AL,3DL,6DL,5BL,5 DS,4DL BF429203 500 3BL7-0.63-1.00 scaffold_221162_3B 127817 128553 3AL,3DL BG314270 625 3BL7-0.63-1.00 scaffold_221031_3B 128534 129364 3AL,3DL BE423472 605 3BL7-0.63-1.00 scaffold_223879_3B 62785 63687 3AL,3DL BE424246 527 3BL7-0.63-1.00 scaffold_225580_3B 9257 10375 3AL,3DL BE499016 540 3BL7-0.63-1.00 scaffold_221750_3B 50596 51393 3AL,3DL BE404374 589 3BL7-0.63-1.00 scaffold_220809_3B 42294 43181 3AL,3DL BE500244 465 3BL7-0.63-1.00 scaffold_223356_3B 34356 35107 3AL,3DL BF474720 520 3BL7-0.63-1.00 scaffold_224879_3B 10922 11922 3AL,3DL BG312756 240 3BL7-0.63-1.00 scaffold_221732_3B 94403 95242 3AL,3DL,7BS,6AS,2 BL,4AS BQ280438 522 3BL7-0.63-1.00 scaffold_221313_3B 64947 65842 3AL,3DL BE444473 388 3BL7-0.63-1.00 scaffold_221246_3B 113987 114736 3AL,3DL,4AL,4BL,5 AL BE585704 664 3BL7-0.63-1.00 scaffold_224636_3B 49292 50360 3AL,3DL BE442674 527 3BL7-0.63-1.00 scaffold_221180_3B 140859 141692 3AL,3DL BE443397 600 3BL7-0.63-1.00 scaffold_226069_3B 32008 32810 3AL,3DL BE442624 486 3BL7-0.63-1.00 scaffold_221119_3B 189678 190669 3AL,3DL BE494330 398 3BL7-0.63-1.00 scaffold_222482_3B 112036 112787 3AL,3DL BE499186 541 3BL7-0.63-1.00 scaffold_222201_3B 118812 119608 3AL,3DL BE495145 486 3BL7-0.63-1.00 scaffold_226775_3B 21199 21919 3AL,3DL BE497740 549 3BL7-0.63-1.00 scaffold_228657_3B 12247 13003 3AL,3DL BE499968 528 3BL7-0.63-1.00 scaffold_221954_3B 22670 23511 3AL,3DL BF485004 316 3BL7-0.63-1.00 scaffold_221870_3B 110015 110804 3AL,3DL,5AL BE403428 551 3BL7-0.63-1.00 scaffold_222483_3B 55479 56359 3AL,3DL,1AL,1DL BE445556 558 3BL7-0.63-1.00 scaffold_222709_3B 27627 28335 3AL,3DL BF145691 462 3BL7-0.63-1.00 scaffold_220994_3B 209928 210708 3AL,3DL BE488246 556 3BL7-0.63-1.00 scaffold_220912_3B 159935 160792 3AL BE489782 360 3BL7-0.63-1.00 scaffold_224961_3B 23702 24638 3AL,3DL BE442986 621 3BL7-0.63-1.00 scaffold_222114_3B 99984 100816 3AL,3DL BE443132 678 3BL7-0.63-1.00 scaffold_220619_3B 140901 142091 3AL,3DL BE443193 381 3BL7-0.63-1.00 scaffold_226450_3B 5217 6069 3AL,3DL BE444392 667 3BL7-0.63-1.00 scaffold_226235_3B 31416 32334 3AL BM134465 359 3BL7-0.63-1.00 scaffold_228602_3B 12509 13214 3AL,3DL BM138546 553 3BL7-0.63-1.00 scaffold_225947_3B 15363 16119 3AL,3DL BM138635 519 3BL7-0.63-1.00 scaffold_221825_3B 15102 16131 3AL,3DL BE405221 530 3BL7-0.63-1.00 scaffold_223787_3B 67925 68748 3AL BF292596 485 3BL7-0.63-1.00 scaffold_225572_3B 23408 24329 3AL,3DL BE445203 518 3BL7-0.63-1.00 scaffold_224403_3B 58000 58788 3AL,3DL BE490274 450 3BL7-0.63-1.00 scaffold_224949_3B 7831 8580 3AL,3DL BE404461 362 3BL7-0.63-1.00 scaffold_221729_3B 73610 74560 3AL,3DL BE517780 537 3BL7-0.63-1.00 scaffold_221357_3B 180673 181563 3AL,3DL BF200942 311 3BL7-0.63-1.00 scaffold_227101_3B 10436 11194 3AL,3DL
  • 58. BE605103 512 3BL7-0.63-1.00 scaffold_222952_3B 2766 3867 3AL,3DL BF484536 408 3BL7-0.63-1.00 scaffold_223057_3B 61195 62202 BE489274 536 3BL7-0.63-1.00 scaffold_220590_3B 184226 185259 3AL,3DL BF202610 576 3BL7-0.63-1.00 scaffold_226875_3B 5797 6851 3AL,3DL BG313801 209 3BL7-0.63-1.00 scaffold_221673_3B 62261 62991 3AL,3DL BE495195 436 3BL7-0.63-1.00 scaffold_224042_3B 50530 51294 3AL,3DL,7BL BG607141 574 3BL7-0.63-1.00 scaffold_227311_3B 21454 22175 3AL,3DL BE604897 365 3BL7-0.63-1.00 scaffold_226119_3B 28053 28832 3AL,3DL BE398631 327 3BL7-0.63-1.00 scaffold_224092_3B 53408 54294 3AL BE637789 540 3BL7-0.63-1.00 scaffold_225466_3B 5780 6717 3AL,3DL BE494854 543 3BL7-0.63-1.00 scaffold_221830_3B 84339 85454 3AL,3DL BG263365 440 3BL7-0.63-1.00 scaffold_225084_3B 20967 21836 3AL,3DL BE498322 557 3BL7-0.63-1.00 scaffold_228420_3B 11846 12985 3DL,U BE497749 396 3BL7-0.63-1.00 scaffold_220619_3B 224225 224931 3AL,3DL BE498661 465 3BL7-0.63-1.00 scaffold_220709_3B 199082 199819 3AL,3DL BF485440 110 3BL7-0.63-1.00 scaffold_221246_3B 113334 114031 3AL,3DL,4BL4DL,5 AL BF483129 257 3BL7-0.63-1.00 scaffold_225283_3B 42917 43609 3AL,5BL,5DL,7AL,7 DL BF293037 450 3BL7-0.63-1.00 scaffold_221610_3B 145901 146950 3AL,3DL BE446043 518 3BL7-0.63-1.00 scaffold_222165_3B 11776 12536 3AL,3DL BE445966 366 3BL7-0.63-1.00 scaffold_223622_3B 30542 31376 3AL,3DL BF483618 599 3BL7-0.63-1.00 scaffold_221155_3B 112739 113563 3AL,3DL BF483498 571 3BL7-0.63-1.00 scaffold_225664_3B 31154 31934 3AL,3DL BG263661 409 3BL7-0.63-1.00 scaffold_226900_3B 11477 12475 3AL,3DL BG262734 523 3BL7-0.63-1.00 scaffold_222477_3B 116139 116840 3AL,3DL BF292559 613 3BL7-0.63-1.00 scaffold_225390_3B 40024 40957 3AL,3DL BF200774 537 3BL7-0.63-1.00 scaffold_223904_3B 62657 63400 3AL,3DL BE517732 638 3BL7-0.63-1.00 scaffold_220922_3B 211548 212419 3DL BE443288 655 3BL7-0.63-1.00 scaffold_222118_3B 96449 97166 3AL,3DL BE404455 432 3BL7-0.63-1.00 scaffold_226722_3B 16248 17099 3AL,3DL BE497398 333 3BL7-0.63-1.00 scaffold_221185_3B 141136 141989 3AL,3DL BE494161 450 3BL7-0.63-1.00 scaffold_224166_3B 45518 46566 3AL,3DL BE494632 321 3BL7-0.63-1.00 scaffold_226930_3B 26956 27714 3AL,3DL BF428620 396 3BL7-0.63-1.00 scaffold_226119_3B 29277 30204 3AL,3DL BE591727 491 3BL7-0.63-1.00 scaffold_222975_3B 30575 31350 3AL,3DL BM137927 556 3BL7-0.63-1.00 scaffold_224323_3B 51178 52146 3AL,3DL BM140313 503 3BL7-0.63-1.00 scaffold_227390_3B 18229 19324 3AL,3DL BM137713 421 3BL7-0.63-1.00 scaffold_221409_3B 78377 79074 3DL BF473801 319 3BL7-0.63-1.00 scaffold_222066_3B 25075 25949 3DL BF146198 297 3BL7-0.63-1.00 scaffold_223804_3B 45610 46363 3AL,3DL BM136914 387 3BL7-0.63-1.00 scaffold_222429_3B 17815 18760 3AL,3DL BE590549 554 3BL7-0.63-1.00 scaffold_221603_3B 76269 77422 3DL
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  • 65. BE443753 517 C-3BL2-0.22 scaffold_223520_3B 36408 37509 3AL,3DL, BE494776 622 C-3BL2-0.22 scaffold_225653_3B 32520 33234 3AL,3DL, BE500510 429 C-3BL2-0.22 scaffold_221506_3B 155541 156289 3AL BG313654 427 C-3BL2-0.22 scaffold_223321_3B 11499 12281 3AL,3DL, BG607408 542 C-3BL2-0.22 scaffold_222565_3B 52066 52848 3DL,7DS BE446403 535 C-3BL2-0.22 scaffold_221917_3B 51538 52354 3AL,3DL BF485348 382 C-3BL2-0.22 scaffold_221803_3B 25555 26513 3AS,3DS BE405599 485 C-3BL2-0.22 scaffold_220679_3B 9937 10865 3AL,3DL, BF291730 697 C-3BL2-0.22 scaffold_227720_3B 8603 9422 3AL,3DL, BE404971 575 C-3BL2-0.22 scaffold_225220_3B 14070 14852 3AL,3DL, BE637251 381 C-3BL2-0.22 scaffold_221715_3B 35519 36261 3AL,4BL, BF428637 465 C-3BL2-0.22 scaffold_221225_3B 122608 123672 3AL,3DL,1AL,1B,1D L BE591590 520 C-3BL2-0.22 scaffold_224302_3B 31420 32533 U BM140477 546 C-3BL2-0.22 scaffold_224416_3B 43240 44082 3AL,3DL,3DL,4AS BE500083 535 C-3BL2-0.22 scaffold_222010_3B 39456 40168 3AL,3DL BF474023 605 C-3BL2-0.22 scaffold_221231_3B 47893 48598 3AL,3DL BE498761 436 C-3BL2-0.22 scaffold_225709_3B 44889 45924 3AL,3DL BE499982 611 C-3BL2-0.22 scaffold_221441_3B 145326 146259 3AL,3DL BG274556 558 C-3BL2-0.22 scaffold_226374_3B 869 1626 3AL,3DL BE405374 597 C-3BL2-0.22 scaffold_221037_3B 210367 211210 3AL,3DL,U BE500863 469 C-3BL2-0.22 scaffold_221894_3B 75797 76651 3AS,3DL BE499209 474 C-3BL2-0.22 scaffold_222010_3B 29055 29892 3AL,3DL BE399500 342 C-3BL2-0.22 scaffold_226901_3B 23036 23828 3AS,3DS BE422922 558 C-3BL2-0.22 scaffold_229027_3B 11850 12715 3AL,3DL BE442924 653 C-3BL2-0.22 scaffold_224743_3B 5391 6211 2BL,5BS no hits BE403637 541 C-3BL2-0.22 scaffold_220697_3B 223453 224559 3AL,3DL,4AL,5BL,5 DL,7AL,7BL,7DL BE404434 678 C-3BL2-0.22 scaffold_220697_3B 222673 223802 3AL,3DL,4AL,5BL,5 DL,7BL,U BE443082 612 C-3BL2-0.22 scaffold_223995_3B 67460 68343 3AS,5BL,6BL BE443053 608 C-3BL2-0.22 scaffold_220995_3B 60737 61634 3DL BF478559 462 C-3BL2-0.22 scaffold_222297_3B 122871 123672 3DL BG313367 243 C-3BL2-0.22 scaffold_220816_3B 223774 224525 1BL,1DL,2BS BE495066 509 C-3BL2-0.22 scaffold_230427_3B 2433 3487 3AS,3DL BE496144 449 C-3BL2-0.22 scaffold_223463_3B 46302 47035 3AL,3DL BF291713 496 C-3BL2-0.22 scaffold_224591_3B 40388 41296 BF292654 403 C-3BL2-0.22 scaffold_220622_3B 144696 145566 3AL,3DL BE490187 568 C-3BL2-0.22 scaffold_220999_3B 170535 171285 3AL,3DL BF202776 541 C-3BL2-0.22 scaffold_221884_3B 106570 107710 3DL,U,4BL BF429272 551 C-3BL2-0.22 scaffold_221122_3B 161870 162730 3AL BF482930 108 C-3BL7-0.63* scaffold_221509_3B 97627 98285 3AL,3DL BE442599 654 C-3BS1-0.33 scaffold_225266_3B 33424 34327 3AS,3DS BE494807 603 C-3BS1-0.33 scaffold_221059_3B 55135 55959 3AL,3DL
  • 66. BE424862 190 C-3BS1-0.33 scaffold_222394_3B 18488 19182 3AS,3DS BG274933 397 C-3BS1-0.33 scaffold_224701_3B 26138 27134 3AS,3DS BE399952 396 C-3BS1-0.33 scaffold_223871_3B 68484 69356 3AS,3DS BG312609 288 C-3BS1-0.33 scaffold_221404_3B 171079 171907 3AS,3DS BE404580 649 C-3BS1-0.33 scaffold_221809_3B 97764 98492 3AL,3DL BE488843 520 C-3BS1-0.33 scaffold_226248_3B 12335 13102 3AS,3DS BE489168 365 C-3BS1-0.33 scaffold_222480_3B 103180 104106 3AS,3DS BM138225 551 C-3BS1-0.33 scaffold_222327_3B 13280 14400 3AS,3DS BF200587 441 C-3BS1-0.33 scaffold_221829_3B 80630 81461 3AS,3DS BE591754 152 C-3BS1-0.33 scaffold_221829_3B 21296 22026 3AS,3DS BF482491 577 C-3BS1-0.33 scaffold_220601_3B 224320 225136 3AS,3DS BF474859 349 C-3BS1-0.33 scaffold_221110_3B 108806 109653 3AS,3DS BG313557 127 C-3BS1-0.33 scaffold_221364_3B 100547 101211 3AL,3DL BE405131 498 C-3BS1-0.33 scaffold_223975_3B 70739 71474 7AL,7BL,7DL BF428891 575 C-3BS1-0.33 scaffold_222064_3B 18607 19465 3AS,3DS BE446126 142 C-3BS1-0.33 scaffold_221829_3B 65950 66654 BG606644 548 C-3BS1-0.33 scaffold_226039_3B 19675 20681 3AS,3DS BE405354 474 C-3BS1-0.33 scaffold_222064_3B 28988 29936 3AS,3DS BE405496 562 C-3BS1-0.33 scaffold_226213_3B 29617 30543 3AS,U BE591466 276 C-3BS1-0.33 scaffold_223871_3B 73251 74045 3AS,3DS BM138019 498 C-3BS1-0.33 scaffold_220956_3B 246936 247714 3AS,3DS BE406646 478 C-3BS1-0.33 scaffold_223230_3B 63708 64673 3AS,3DS BE590756 626 C-3BS1-0.33 scaffold_222262_3B 36195 37122 3AS,3DS BE426393 563 C-3BS1-0.33 scaffold_222145_3B 29883 30677 3AS,3DS BG274145 473 C-3BS1-0.33 scaffold_222633_3B 8438 9353 3AS,3DS BF202385 362 C-3BS1-0.33 scaffold_223909_3B 63000 63762 3DS,1BL BG606803 434 C-3BS1-0.33 scaffold_221145_3B 174804 175694 1DL,1DS,5AS,7DS BE444280 520 C-3BS1-0.33 scaffold_221077_3B 75813 76682 3DS,U BE638004 194 C-3BS1-0.33 scaffold_221510_3B 90540 91333 4BS,6DL BE398275 300 C-3BS1-0.33 scaffold_222394_3B 26456 27190 3AS,3DS BE406903 289 C-3BS1-0.33 scaffold_221809_3B 97764 98492 3AL,3DL BM138680 488 C-3BS1-0.33 scaffold_221208_3B 50113 51200 1AL,2BS,2DS,4BL,4 DS,5BL,5DS,6AS,6D L,7BL,7DL BE498447 421 C-3BS1-0.33 scaffold_223225_3B 39922 40942 3AS,U BE499349 545 C-3BS1-0.33 scaffold_225484_3B 26844 27988 BE444822 167 C-3BS1-0.33 scaffold_227221_3B 23855 24604 3AS,3DS BE443276 528 C-3BS1-0.33 scaffold_225315_3B 21384 22140 3AL,3DL BG262527 378 C-3BS1-0.33 scaffold_223954_3B 41724 42522 3AS,3DS BG313208 552 C-3BS1-0.33 scaffold_222675_3B 102790 103889 3AS,3DS BE591258 540 C-3BS1-0.33 scaffold_222170_3B 15213 16025 3DS BF292874 509 C-3BS1-0.33 scaffold_222064_3B 32025 33133 3AS,3DS BF482977 239 C-3BS1-0.33 scaffold_221643_3B 58646 59349 3AL,3DL BE517875 513 C-3BS1-0.33 scaffold_221426_3B 88033 88984 3AS,3DS
  • 67. BE518003 576 C-3BS1-0.33 scaffold_222728_3B 34758 35459 3AS,3DS BE591725 616 C-3BS1-0.33 scaffold_222040_3B 96309 97412 3AS,3DS,2BL,4BL,5 AL BE637525 460 C-3BS1-0.33 scaffold_221510_3B 82602 83324 1DS,2AL,5BL,U BF482223 563 C-3BS1-0.33 scaffold_221106_3B 62492 63586 3AL BF291384 622 C-3BS1-0.33 scaffold_220956_3B 177125 177965 BF478745 519 C-3BS9-0.57* scaffold_220591_3B 74740 75569 3AS,3DS BE637806 537 C-3BS9-0.57* scaffold_221087_3B 25613 26488 3AS,3DS
  • 68. APPENDIX - III Details of bin-mapped wheat ESTs of chromosome 3D and their matching to 3D scaffolds with sequence coordinates. Duplicate loci of ESTs are also presented. Wheat EST Size (bases) Mapped location Scaffold name Coordinate Start Coordinate end Duplicate Position BE500460 377 3DL2-0.27-0.81 scaffold_250627_3DL 37587 38427 3AL,3B BF429203 500 3DL2-0.27-0.81 scaffold_249309_3DL 40354 41090 3AL,3B BE424200 569 3DL2-0.27-0.81 scaffold_253186_3DL 18031 19176 3AL,3B BE442943 635 3DL2-0.27-0.81 scaffold_252012_3DL 5995 7083 3AL,3B BE445343 507 3DL2-0.27-0.81 scaffold_251275_3DL 5481 6324 3AL,3B BE497784 538 3DL2-0.27-0.81 scaffold_251052_3DL 39108 39982 3AL,3B BE490734 443 3DL2-0.27-0.81 scaffold_252077_3DL 16438 17156 3B BE490744 493 3DL2-0.27-0.81 scaffold_251113_3DL 16387 17259 3AL,3B BE406461 378 3DL2-0.27-0.81 scaffold_250960_3DL 17963 18730 3AL,3B BE406566 230 3DL2-0.27-0.81 scaffold_249029_3DL 248528 249214 3AL,3B BE637660 375 3DL2-0.27-0.81 scaffold_251021_3DL 24596 25399 3AL,3B BE500792 585 3DL2-0.27-0.81 scaffold_250713_3DL 8570 9372 3AL,3B BE638025 468 3DL2-0.27-0.81 scaffold_251302_3DL 26624 27516 3AL,3B BF484945 212 3DL2-0.27-0.81 scaffold_249561_3DL 5029 5783 3AL,3B BG263667 372 3DL2-0.27-0.81 scaffold_249279_3DL 61006 61785 3AL,3B BE398488 280 3DL2-0.27-0.81 scaffold_251290_3DL 35125 35867 3AL,3B BE398503 147 3DL2-0.27-0.81 scaffold_250760_3DL 44458 45147 3AL,3B BG607914 364 3DL2-0.27-0.81 scaffold_251186_3DL 7148 8103 3AL,3B,7BL BQ280515 570 3DL2-0.27-0.81 scaffold_251459_3DL 26056 26859 3AL BE442571 560 3DL2-0.27-0.81 scaffold_251036_3DL 38232 39151 3AL,3B BE444252 443 3DL2-0.27-0.81 scaffold_249556_3DL 85599 86596 3AL,3B BE585734 664 3DL2-0.27-0.81 scaffold_249102_3DL 12701 13498 3AL,3B BE585797 594 3DL2-0.27-0.81 scaffold_250807_3DL 4095 4864 3AL BE404385 709 3DL2-0.27-0.81 scaffold_253909_3DL 10201 11089 U BE406587 347 3DL2-0.27-0.81 scaffold_249241_3DL 112814 113502 3AL,3B BE442674 527 3DL2-0.27-0.81 scaffold_250631_3DL 38052 38885 3AL,3B BE490651 511 3DL2-0.27-0.81 scaffold_250525_3DL 51378 52195 3AL,3B BE442624 486 3DL2-0.27-0.81 scaffold_253018_3DL 15990 16920 3AL,3B BE494330 398 3DL2-0.27-0.81 scaffold_249661_3DL 13152 13903 3AL,3B BE636993 446 3DL2-0.27-0.81 scaffold_249777_3DL 68030 68727 3AL,3B,1AL,1DL, 5DL BE499348 645 3DL2-0.27-0.81 scaffold_250846_3DL 18142 19031 3AL,3B BF485179 517 3DL2-0.27-0.81 scaffold_252022_3DL 24201 24998 3AL,5AL,5DL BE404799 544 3DL2-0.27-0.81 scaffold_249286_3DL 52409 53423 3AL,3B BE495145 486 3DL2-0.27-0.81 scaffold_252266_3DL 15731 16451 3AL,3B BE499968 528 3DL2-0.27-0.81 scaffold_249205_3DL 99836 100677 3AL,3B BE403721 540 3DL2-0.27-0.81 scaffold_249105_3DL 10261 10942 3AL,3B,4DS,4AL, 4BS
  • 69. BE443568 602 3DL2-0.27-0.81 scaffold_250046_3DL 11744 12528 3AL,3B BE636979 357 3DL2-0.27-0.81 scaffold_251766_3DL 6007 6789 3AL,3B BF483255 405 3DL2-0.27-0.81 scaffold_249702_3DL 81967 82716 3AL,3B,4AS,4B BF145691 462 3DL2-0.27-0.81 scaffold_249808_3DL 18586 19366 3AL,3B BE489481 525 3DL2-0.27-0.81 scaffold_252068_3DL 7444 8299 3AL,3B BE489130 520 3DL2-0.27-0.81 scaffold_249241_3DL 110618 111699 3AL BE442986 621 3DL2-0.27-0.81 scaffold_251232_3DL 19169 20365 3AL,3B BE443175 253 3DL2-0.27-0.81 scaffold_250813_3DL 30273 31100 3AL,3B BE443193 381 3DL2-0.27-0.81 scaffold_249875_3DL 75073 75919 3AL,3B BE445328 527 3DL2-0.27-0.81 scaffold_249102_3DL 13689 14520 3AL,3B BM134414 390 3DL2-0.27-0.81 scaffold_250855_3DL 25946 26726 3AL,3B BM134465 359 3DL2-0.27-0.81 scaffold_252206_3DL 12750 13455 3AL,3B BM138485 402 3DL2-0.27-0.81 scaffold_249301_3DL 46294 47073 3AL,3B BF292596 485 3DL2-0.27-0.81 scaffold_251716_3DL 16706 17617 3AL,3B BE499024 382 3DL2-0.27-0.81 scaffold_250038_3DL 40045 41026 3AL BE500348 340 3DL2-0.27-0.81 scaffold_251199_3DL 16977 17786 3AL,3B BE445539 512 3DL2-0.27-0.81 scaffold_249613_3DL 35917 36647 3AL,3B BE470919 589 3DL2-0.27-0.81 scaffold_250343_3DL 42192 42957 3AL BE517780 537 3DL2-0.27-0.81 scaffold_250733_3DL 37338 38228 3AL,3B BF200942 311 3DL2-0.27-0.81 scaffold_251762_3DL 25642 26400 3AL,3B BE405214 561 3DL2-0.27-0.81 scaffold_249608_3DL 48189 49004 3AL,3B BE490596 531 3DL2-0.27-0.81 scaffold_249556_3DL 87160 87987 3AL,3B, 1A,1BL,1DL BE489274 536 3DL2-0.27-0.81 scaffold_252664_3DL 14669 15695 3AL,3B BE497664 588 3DL2-0.27-0.81 scaffold_249354_3DL 12163 12965 3AL,3B BE500112 502 3DL2-0.27-0.81 scaffold_251513_3DL 34310 35411 BF201874 467 3DL2-0.27-0.81 scaffold_249085_3DL 34890 35795 3B BF201151 315 3DL2-0.27-0.81 scaffold_250855_3DL 29870 30591 3AL,3B BF478406 493 3DL2-0.27-0.81 scaffold_249611_3DL 74805 75586 3B,1AS BF478932 499 3DL2-0.27-0.81 scaffold_249301_3DL 56626 57549 3B,1AS BG313152 650 3DL2-0.27-0.81 scaffold_250301_3DL 22000 22859 3B,1AS BG313297 471 3DL2-0.27-0.81 scaffold_249061_3DL 31457 32518 3B,3AL,1DL BG314548 569 3DL2-0.27-0.81 scaffold_251433_3DL 11384 12218 3AL,3B BG263365 440 3DL2-0.27-0.81 scaffold_251130_3DL 24788 25657 3AL,3B BE494888 421 3DL2-0.27-0.81 scaffold_249347_3DL 138596 139588 3AL,3B BE497979 605 3DL2-0.27-0.81 scaffold_249891_3DL 12850 13662 3AL,3B BF485480 190 3DL2-0.27-0.81 scaffold_249883_3DL 28459 29142 3AL,3B BF292612 164 3DL2-0.27-0.81 scaffold_253633_3DL 14285 15012 3AL,3B BF293037 450 3DL2-0.27-0.81 scaffold_251649_3DL 16006 16744 3AL,3B BE405208 492 3DL2-0.27-0.81 scaffold_250846_3DL 43168 44015 3AL,3B BE606881 355 3DL2-0.27-0.81 scaffold_249707_3DL 4654 5445 3AL,3B BF482732 278 3DL2-0.27-0.81 scaffold_251869_3DL 10226 11033 3B BF483618 599 3DL2-0.27-0.81 scaffold_250480_3DL 9272 10096 3AL,3B
  • 70. BF483498 571 3DL2-0.27-0.81 scaffold_249962_3DL 11469 12249 3AL,3B BF484767 521 3DL2-0.27-0.81 scaffold_252146_3DL 29461 30369 3AL,3B,U BG604870 137 3DL2-0.27-0.81 scaffold_249373_3DL 20844 21542 3AL,3B BG604893 548 3DL2-0.27-0.81 scaffold_249363_3DL 84496 85294 3AL,3B BF291889 500 3DL2-0.27-0.81 scaffold_251024_3DL 8584 9306 3AL,3B BF291861 483 3DL2-0.27-0.81 scaffold_252820_3DL 1463 2379 3AL,3B BF200872 379 3DL2-0.27-0.81 scaffold_249054_3DL 238053 238894 5BL BE517732 638 3DL2-0.27-0.81 scaffold_249074_3DL 167398 168269 3B BG605323 464 3DL2-0.27-0.81 scaffold_251343_3DL 39919 40654 3AL,3B BE443288 655 3DL2-0.27-0.81 scaffold_251644_3DL 7616 8333 3AL,3B BE494161 450 3DL2-0.27-0.81 scaffold_249597_3DL 65690 66739 3AL,3B BE494632 321 3DL2-0.27-0.81 scaffold_250506_3DL 10236 10994 3AL,3B BE591727 491 3DL2-0.27-0.81 scaffold_251126_3DL 22950 23881 3AL,3B BE591581 377 3DL2-0.27-0.81 scaffold_251976_3DL 14842 15618 3AL,3B BE591575 451 3DL2-0.27-0.81 scaffold_249432_3DL 40421 41258 3AL,3B BM140325 534 3DL2-0.27-0.81 scaffold_251992_3DL 20558 21639 3AL,3B BM137713 421 3DL2-0.27-0.81 scaffold_249716_3DL 71775 72479 3B BF473801 319 3DL2-0.27-0.81 scaffold_249259_3DL 149824 150543 3AL,3B BE637307 265 3DL2-0.27-0.81 scaffold_252236_3DL 19496 20261 3AL,3B BF146198 297 3DL2-0.27-0.81 scaffold_249609_3DL 102704 103457 3AL,3B BE604885 286 3DL2-0.27-0.81 scaffold_249471_3DL 55535 56330 3AL,3B BF202587 325 3DL2-0.27-0.81 scaffold_251974_3DL 4689 5613 3AL,3B BF483399 115 3DL2-0.27-0.81 scaffold_250475_3DL 58100 58814 BF292309 194 3DL2-0.27-0.81 scaffold_249534_3DL 72664 73457 3AL,3B BE444736 415 3DL2-0.27-0.81 scaffold_251990_3DL 6924 7860 3AL,3B BE424492 431 3DL2-0.27-0.81 scaffold_252290_3DL 13296 14230 3AL,3B BG263409 499 3DL2-0.27-0.81 scaffold_249803_3DL 7970 8797 3AL,3B BE403619 324 3DL2-0.27-0.81 scaffold_250437_3DL 49025 49839 3AL,3B BE403647 553 3DL2-0.27-0.81 scaffold_251773_3DL 24455 25225 3AL,3B BF429416 322 3DL2-0.27-0.81 scaffold_252353_3DL 8103 8996 3AL,3B BE443829 697 3DL2-0.27-0.81 scaffold_249600_3DL 98334 99235 3AS,3B,7BS BE445533 538 3DL2-0.27-0.81 scaffold_251131_3DL 26106 26999 3B BE488783 641 3DL2-0.27-0.81 scaffold_249996_3DL 48376 49323 3AL,3B,1AS,1BL 1DL,7DS BE489603 336 3DL2-0.27-0.81 scaffold_249102_3DL 29427 30149 3AL,3B BF478559 462 3DL2-0.27-0.81 scaffold_249562_3DL 88436 89237 3B BE496144 449 3DL2-0.27-0.81 scaffold_249649_3DL 74415 75148 3AL,3B BE495175 608 3DL2-0.27-0.81 scaffold_250243_3DL 53969 54811 3AL,3B BE494067 494 3DL2-0.27-0.81 scaffold_249183_3DL 81278 82074 3AL,3B BF478499 529 3DL2-0.27-0.81 scaffold_252403_3DL 10421 11428 3AL,3B BF482582 474 3DL2-0.27-0.81 scaffold_251496_3DL 18055 19008 3AL BF483086 245 3DL2-0.27-0.81 scaffold_249658_3DL 17003 17729 3AL BF483675 577 3DL2-0.27-0.81 scaffold_251792_3DL 15605 16772 3AL,3B
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