SlideShare a Scribd company logo
Dr. M. Kamran Azim
H.E.J. Research Institute of Chemistry,
International Center for Chemical and Biological Sciences,
University of Karachi,
Karachi
Chem-727 (Bioinformatics)
Lecture-23
Structural Bioinformatics Resources
2
What is Structural Bioinformatics?
• Structural bioinformatics refers to the analysis of
macromolecular structure particularly proteins, using
computational tools and theoretical frameworks.
• The process of predicting the 3D structures of proteins from
comparison of sequence alignments, secondary and tertiary
structure prediction, experimental structural biology data.
3
Techniques in Structural Bioinformatics
• Structural Bioinformatics DBs (PDB, SCOP, CATH)
• Molecular visualization (RasMol, SwissPDB viewer)
• Protein structure prediction
Secondary structure prediction (PHD, PSIPRED)
Tertiary structure prediction
Homology modeling (Modeller, Composer)
Fold Recognition (Genthreader, TOP)
Ab initio structure Prediction (Robetta)
• Protein-protein Interaction prediction (Rosetta)
• Protein structure comparison (DALI)
• Protein structure classification (SCOP, CATH)
• Molecular docking (Dock, FlexX)
Structural Bioinformatics DBs
• Databases storing 3D structural information obtained
from experimental techniques (Crystallography, NMR,
Electron microscopy) of proteins, DNA, RNA, viruses,
carbohydrates, lipids and others.
• Protein DataBank [PDB]
– (premier macromolecular structure DB; www.rcsb.org)
• PDBsum (www.ebi.ac.uk/thornton-srv/databases/pdbsum)
• Structural Classification of Proteins [SCOP]
– (scop.mrc-lmb.cam.ac.uk/scop)
• CATH database (www.cathdb.info/index.html)
• Cambridg Structural DB [CSD at the CCDC]
– (contains 3D structural information of small molecules; www.ccdc.cam.ac.uk)
Techniques for Molecular Structural Determinations
Macromolecular Crystallography
Xray-Diffractometer
Electron density maps→atomic coordinates sets
atomic coordinates sets (x,y,z coordinates of every
atom of molecule) in text file.
PDB
• A repository for the 3-D structural data of large biological
macro-molecules, such as proteins, nucleic acids and viruses.
• The data obtained by X-ray crystallography or NMR
spectroscopy and submitted to PDB by scientists from around
the world, and can be accessed at no charge on the internet.
• Each structure submitted to PDB receives a four-character
alphanumeric identifier, its PDB-ID; e.g. 1ACE, 1M43
• The file formats used by the PDB;
– The PDB file format (file extension pdb or ent). This format has 80
characters per line.
– The "macromolecular Crystallographic Information file" format, mmCIF.
– An XML version of this format, called PDBML, was described in 2005.
– The structure files can be downloaded in any of these three formats.
PDB holdings list
(March 2009; update weekly)
The Cambridge Structural Database
The world repository of small molecule crystal structures
• The CSD records bibliographic, chemical and crystallographic information
for organic molecules and metal-organic compounds;
– whose 3D structures have been determined using X-ray diffraction and
neutron diffraction.
• The CSD records results of: single crystal studies and powder diffraction
studies
– which yield 3D atomic coordinate data for at least all non-H atoms.
• The CSD includes crystal structure data arising from publications in the
open literature and private Communications to the CSD (via direct
data deposition).

More Related Content

PPTX
Structural bioinformatics.
DOCX
Protein structure visualisation tools-RasMol
PPTX
Molecular visualization
PPT
Molecular Structures 2009
PPT
Protein Structure, Databases and Structural Alignment
PDF
Protein Structure Prediction
PDF
Protein Structure Alignment and Comparison
PPTX
Introduction to pdb
Structural bioinformatics.
Protein structure visualisation tools-RasMol
Molecular visualization
Molecular Structures 2009
Protein Structure, Databases and Structural Alignment
Protein Structure Prediction
Protein Structure Alignment and Comparison
Introduction to pdb

What's hot (20)

PPTX
Cambridge structural database
PPTX
Bioinformatics
PPT
Protein structure prediction (1)
PPTX
Protein data bank
PPTX
Protein Data Bank
PPTX
Cath
PPTX
Protein 3D structure and classification database
PPTX
Protein structure 2
PPTX
Protein computational analysis
PPT
Drug design and discovery
PPTX
Chemoinformatics
PPTX
Threading modeling methods
PPTX
Protein database
PDF
De novo str_prediction
PPTX
Protein Threading
PPTX
Drug properties (ADMET) prediction using AI
PPTX
Protein structure
PPTX
Bio inspiring computing and its application in cheminformatics
PDF
Protein structure prediction with a focus on Rosetta
Cambridge structural database
Bioinformatics
Protein structure prediction (1)
Protein data bank
Protein Data Bank
Cath
Protein 3D structure and classification database
Protein structure 2
Protein computational analysis
Drug design and discovery
Chemoinformatics
Threading modeling methods
Protein database
De novo str_prediction
Protein Threading
Drug properties (ADMET) prediction using AI
Protein structure
Bio inspiring computing and its application in cheminformatics
Protein structure prediction with a focus on Rosetta
Ad

Viewers also liked (18)

PPTX
Análisis de jornada de práctica y proyecto
PPTX
Embedded system by abhishek mahajan
DOTX
Innovative lesson plan
PDF
Prim_1401020005_tugasmakalah_jarkom
PDF
Resume Dec. 2015
PPTX
Ppt 21 9-15
PPTX
Sistemas operativos
PPT
Sistemas operativos
DOC
Orido Vincent Akpomefure
PPTX
Ppt intan
PDF
Mathematics of investment and credit, 5th edition
PPTX
Record label (1)
PDF
Empathisches Design
PPTX
Genre of magazine.
PDF
Y.shopper.v4
PPTX
Artificial intelligence
PPTX
Laboratory plastic ware
DOC
Resume 2015
Análisis de jornada de práctica y proyecto
Embedded system by abhishek mahajan
Innovative lesson plan
Prim_1401020005_tugasmakalah_jarkom
Resume Dec. 2015
Ppt 21 9-15
Sistemas operativos
Sistemas operativos
Orido Vincent Akpomefure
Ppt intan
Mathematics of investment and credit, 5th edition
Record label (1)
Empathisches Design
Genre of magazine.
Y.shopper.v4
Artificial intelligence
Laboratory plastic ware
Resume 2015
Ad

Similar to Bioinformatics lecture xxiii (20)

PPTX
protein data bank
PPTX
Biological databases
PDF
Biological Database (1)pptxpdfpdfpdf.pdf
PPTX
R.P Maurya ppt on C C D C & DSSP(Bioinformatics)
PPTX
Protein sequence data bases in animals.pptx
PDF
Bioinformatics: History of Bioinformatics, Components of Bioinformatics, Geno...
PPTX
Protein Data Bank ( PDB ) - Bioinformatics
PPTX
Biological database ppt(1).pptx Introuction
PPTX
Biological database ppt(1).pptx Introuction
PDF
II-PIC 2017: Drug Discovery of Novel Molecules using Chemical Data Mining tool
PPTX
Drug discovery presentation
PDF
Molecular modeling database
PDF
Bioinformatics introduction
PPTX
BioInformatics Tools -Genomics , Proteomics and metablomics
PPTX
Protein databases in Bioinformatics.pptx
PPTX
Introduction to bioinformatics and databases .pptx
PPTX
Databases_CSS2.pptx
PPTX
Proteomics resources at the EBI & ExPASy
PPT
Recent trends in bioinformatics
protein data bank
Biological databases
Biological Database (1)pptxpdfpdfpdf.pdf
R.P Maurya ppt on C C D C & DSSP(Bioinformatics)
Protein sequence data bases in animals.pptx
Bioinformatics: History of Bioinformatics, Components of Bioinformatics, Geno...
Protein Data Bank ( PDB ) - Bioinformatics
Biological database ppt(1).pptx Introuction
Biological database ppt(1).pptx Introuction
II-PIC 2017: Drug Discovery of Novel Molecules using Chemical Data Mining tool
Drug discovery presentation
Molecular modeling database
Bioinformatics introduction
BioInformatics Tools -Genomics , Proteomics and metablomics
Protein databases in Bioinformatics.pptx
Introduction to bioinformatics and databases .pptx
Databases_CSS2.pptx
Proteomics resources at the EBI & ExPASy
Recent trends in bioinformatics

More from Muhammad Younis (6)

PPTX
Ppt 7 12-2015
PPTX
PPTX
PPTX
The role of vitamin d in reducing cancer risk and progression
PPT
Pcmd bioinformatics-lecture i
PPT
Bioinformatics lecture xxi
Ppt 7 12-2015
The role of vitamin d in reducing cancer risk and progression
Pcmd bioinformatics-lecture i
Bioinformatics lecture xxi

Recently uploaded (20)

PPTX
1st Inaugural Professorial Lecture held on 19th February 2020 (Governance and...
PPTX
human mycosis Human fungal infections are called human mycosis..pptx
PDF
Sports Quiz easy sports quiz sports quiz
PPTX
Microbial diseases, their pathogenesis and prophylaxis
PDF
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH 9 GLOBAL SUCCESS - CẢ NĂM - BÁM SÁT FORM Đ...
PDF
Black Hat USA 2025 - Micro ICS Summit - ICS/OT Threat Landscape
PDF
Classroom Observation Tools for Teachers
PPTX
GDM (1) (1).pptx small presentation for students
PPTX
Pharmacology of Heart Failure /Pharmacotherapy of CHF
PPTX
Introduction_to_Human_Anatomy_and_Physiology_for_B.Pharm.pptx
PDF
The Lost Whites of Pakistan by Jahanzaib Mughal.pdf
PDF
Saundersa Comprehensive Review for the NCLEX-RN Examination.pdf
PDF
Basic Mud Logging Guide for educational purpose
PDF
RMMM.pdf make it easy to upload and study
PPTX
Lesson notes of climatology university.
PPTX
Institutional Correction lecture only . . .
PDF
FourierSeries-QuestionsWithAnswers(Part-A).pdf
PPTX
PPT- ENG7_QUARTER1_LESSON1_WEEK1. IMAGERY -DESCRIPTIONS pptx.pptx
PPTX
PPH.pptx obstetrics and gynecology in nursing
PDF
VCE English Exam - Section C Student Revision Booklet
1st Inaugural Professorial Lecture held on 19th February 2020 (Governance and...
human mycosis Human fungal infections are called human mycosis..pptx
Sports Quiz easy sports quiz sports quiz
Microbial diseases, their pathogenesis and prophylaxis
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH 9 GLOBAL SUCCESS - CẢ NĂM - BÁM SÁT FORM Đ...
Black Hat USA 2025 - Micro ICS Summit - ICS/OT Threat Landscape
Classroom Observation Tools for Teachers
GDM (1) (1).pptx small presentation for students
Pharmacology of Heart Failure /Pharmacotherapy of CHF
Introduction_to_Human_Anatomy_and_Physiology_for_B.Pharm.pptx
The Lost Whites of Pakistan by Jahanzaib Mughal.pdf
Saundersa Comprehensive Review for the NCLEX-RN Examination.pdf
Basic Mud Logging Guide for educational purpose
RMMM.pdf make it easy to upload and study
Lesson notes of climatology university.
Institutional Correction lecture only . . .
FourierSeries-QuestionsWithAnswers(Part-A).pdf
PPT- ENG7_QUARTER1_LESSON1_WEEK1. IMAGERY -DESCRIPTIONS pptx.pptx
PPH.pptx obstetrics and gynecology in nursing
VCE English Exam - Section C Student Revision Booklet

Bioinformatics lecture xxiii

  • 1. Dr. M. Kamran Azim H.E.J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi, Karachi Chem-727 (Bioinformatics) Lecture-23 Structural Bioinformatics Resources
  • 2. 2 What is Structural Bioinformatics? • Structural bioinformatics refers to the analysis of macromolecular structure particularly proteins, using computational tools and theoretical frameworks. • The process of predicting the 3D structures of proteins from comparison of sequence alignments, secondary and tertiary structure prediction, experimental structural biology data.
  • 3. 3 Techniques in Structural Bioinformatics • Structural Bioinformatics DBs (PDB, SCOP, CATH) • Molecular visualization (RasMol, SwissPDB viewer) • Protein structure prediction Secondary structure prediction (PHD, PSIPRED) Tertiary structure prediction Homology modeling (Modeller, Composer) Fold Recognition (Genthreader, TOP) Ab initio structure Prediction (Robetta) • Protein-protein Interaction prediction (Rosetta) • Protein structure comparison (DALI) • Protein structure classification (SCOP, CATH) • Molecular docking (Dock, FlexX)
  • 4. Structural Bioinformatics DBs • Databases storing 3D structural information obtained from experimental techniques (Crystallography, NMR, Electron microscopy) of proteins, DNA, RNA, viruses, carbohydrates, lipids and others. • Protein DataBank [PDB] – (premier macromolecular structure DB; www.rcsb.org) • PDBsum (www.ebi.ac.uk/thornton-srv/databases/pdbsum) • Structural Classification of Proteins [SCOP] – (scop.mrc-lmb.cam.ac.uk/scop) • CATH database (www.cathdb.info/index.html) • Cambridg Structural DB [CSD at the CCDC] – (contains 3D structural information of small molecules; www.ccdc.cam.ac.uk)
  • 5. Techniques for Molecular Structural Determinations Macromolecular Crystallography
  • 7. Electron density maps→atomic coordinates sets atomic coordinates sets (x,y,z coordinates of every atom of molecule) in text file.
  • 8. PDB • A repository for the 3-D structural data of large biological macro-molecules, such as proteins, nucleic acids and viruses. • The data obtained by X-ray crystallography or NMR spectroscopy and submitted to PDB by scientists from around the world, and can be accessed at no charge on the internet. • Each structure submitted to PDB receives a four-character alphanumeric identifier, its PDB-ID; e.g. 1ACE, 1M43 • The file formats used by the PDB; – The PDB file format (file extension pdb or ent). This format has 80 characters per line. – The "macromolecular Crystallographic Information file" format, mmCIF. – An XML version of this format, called PDBML, was described in 2005. – The structure files can be downloaded in any of these three formats.
  • 9. PDB holdings list (March 2009; update weekly)
  • 10. The Cambridge Structural Database The world repository of small molecule crystal structures • The CSD records bibliographic, chemical and crystallographic information for organic molecules and metal-organic compounds; – whose 3D structures have been determined using X-ray diffraction and neutron diffraction. • The CSD records results of: single crystal studies and powder diffraction studies – which yield 3D atomic coordinate data for at least all non-H atoms. • The CSD includes crystal structure data arising from publications in the open literature and private Communications to the CSD (via direct data deposition).