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V I N A K H A N
Secondary Structure Of RNA
And Its Predicting Elements
CONTENTS
 INTRODUCTION
 STRUCTURE OF RNA
 Primary structure
 Secondary structure
 Tertiary structure
 Importance of prediction
 Secondary structure elements
 Predicting method
INTRODUCTION
 Like protein, nucleic acid and DNA(deoxyribonucleic acid),
RNA(ribonucleic acid) play an important role in reproducing and
maintaining life.
 RNA molecules are used for the synthesis of proteins, they act as
messengers.
 RNA are composed of subunits, the so-called nucleotides or bases.
 The nucleotides are linked together by phosphodiester linkages through
the hydroxyl group on the sugar on one nucleotide and the phosphate
on the next one.
 As a result one can observe a strand with the so-called 5'-end, where a
free phosphate group can be found, and the 3'-end with a free hydroxyl
group.
Structure Of RNA
 In RNA nucleotides the sugar which is used is ribose and
therefore they are also called ribonucleotides.
 The purine bases are also adenosine (A) and guanine (G), but the
pyrimidine bases are cytosine (C) and uracil (U)
 RNA molecules are much smaller than DNA molecules, but they
are also linear polymers.
 Moreover they do not seem to have a regular three- dimensional
structure and are mostly single stranded.
 This makes them more flexible than DNA and they can also act
also as enzymes
CONTINUE…
Primary and Secondary structure
 The primary structure of a molecule describes only the one-
dimensional sequence of it components.
 The primary structure of RNA is almost identical to the primary
structure of DNA, besides the components being A,C,G and U
instead of T.
 The secondary structure of molecules is more complex than the
primary structure and can be drawn in two- dimensional space .
 RNA secondary structure is mainly composed of double stranded
RNA regions formed by folding the single stranded RNA
molecule back on itself.
Secondary structure
Tertiary Structure
 The tertiary structure is the overall three-dimensional structure of
molecules.
 It is built on the interactions of the lower-order secondary
structures.
 Helices are examples of RNA and DNA tertiary structures.
 pseudoknot is a tertiary structure of RNA.
Tertiary structure
Importance of Prediction of RNA Secondary structure
 Important aspect of the prediction of RNA secondary structure is
that there are many sequences whose structures have not yet been
experimentally determined and ;
 for which there are no homologues in the databases from which
the structure could be derived; Hence it is a good idea to predict
the structure.
 Moreover it has been shown that RNA secondary structure
prediction has applications to the design of nucleic acid probes .
Continue..
 It is also used by molecular biologists to help predict conserved
structural elements in non- coding regions of gene transcripts.
 Finally there is also an application in predicting structures that
are conserved during evolution
Different secondary structure elements
1. Stem Loops: (Hairpin Loops) is a lollipop shaped structure
formed when a single stranded nucleic acid molecule loops back
on itself to form a complementary double helix (stem) topped by
a loop.
Bulge loop
 Bulge loops are commonly found in helical segments of cellular
RNAs.
 Bulge loops occur when bases on one side of the structure cannot
form base pairs and they cause bends in the helix.
3.Interior loop:
 Interior loops occur when bases on both sides of the structure
cannot form base pairs.
 4. Junctions or Mltiloops:
 Junctions include two or more double stranded regions
converging to form a closed structure.
5. Pseudoknot
 A pseudoknot is a tertiary structural element of RNA.
 It is formed by base-pairing between an already existing
secondary structure loop and a free ending.
 Nucleotides within a hairpin loop form base pairs with
nucleotides outside the stem
 Hence basepairs occur that overlap each other in their sequence
position .
Pseudoknot
RNA structure prediction methods
 Base Pair Maximization
 Energy Minimization
 The most commonly used method is free energy minimization.
 The accuracy of structure prediction is improved either by using
experimental mapping data or by predicting a structure conserved
in a set of homologous sequences
CONTINUE…
 Energy minimization method is thermodynamic Stable
 Estimated using experimental techniques
 Theory : Most Stable is the Most likely
 No Pseudoknots due to algorithm limitations
 Uses Dynamic Programming alignment technique
 Attempts to maximize the score taking into account
thermodynamics
 Gaps represent some form of a loop
 The most widely used software that incorporates this
minimum free energy algorithm is
MFOLD/RNAfold/ViennaRNA
References
 https://pubmed.ncbi.nlm.nih.gov/22736001/
 https://bmcbioinformatics.biomedcentral.com/articles/10.1186/14
71-2105-11-129
 https://www.slideshare.net/sadiqpa/rna-secondary-structure-
prediction-35444501

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Secondary structure of rna and its predicting elements

  • 1. V I N A K H A N Secondary Structure Of RNA And Its Predicting Elements
  • 2. CONTENTS  INTRODUCTION  STRUCTURE OF RNA  Primary structure  Secondary structure  Tertiary structure  Importance of prediction  Secondary structure elements  Predicting method
  • 3. INTRODUCTION  Like protein, nucleic acid and DNA(deoxyribonucleic acid), RNA(ribonucleic acid) play an important role in reproducing and maintaining life.  RNA molecules are used for the synthesis of proteins, they act as messengers.  RNA are composed of subunits, the so-called nucleotides or bases.  The nucleotides are linked together by phosphodiester linkages through the hydroxyl group on the sugar on one nucleotide and the phosphate on the next one.  As a result one can observe a strand with the so-called 5'-end, where a free phosphate group can be found, and the 3'-end with a free hydroxyl group.
  • 4. Structure Of RNA  In RNA nucleotides the sugar which is used is ribose and therefore they are also called ribonucleotides.  The purine bases are also adenosine (A) and guanine (G), but the pyrimidine bases are cytosine (C) and uracil (U)  RNA molecules are much smaller than DNA molecules, but they are also linear polymers.  Moreover they do not seem to have a regular three- dimensional structure and are mostly single stranded.  This makes them more flexible than DNA and they can also act also as enzymes
  • 6. Primary and Secondary structure  The primary structure of a molecule describes only the one- dimensional sequence of it components.  The primary structure of RNA is almost identical to the primary structure of DNA, besides the components being A,C,G and U instead of T.  The secondary structure of molecules is more complex than the primary structure and can be drawn in two- dimensional space .  RNA secondary structure is mainly composed of double stranded RNA regions formed by folding the single stranded RNA molecule back on itself.
  • 8. Tertiary Structure  The tertiary structure is the overall three-dimensional structure of molecules.  It is built on the interactions of the lower-order secondary structures.  Helices are examples of RNA and DNA tertiary structures.  pseudoknot is a tertiary structure of RNA.
  • 10. Importance of Prediction of RNA Secondary structure  Important aspect of the prediction of RNA secondary structure is that there are many sequences whose structures have not yet been experimentally determined and ;  for which there are no homologues in the databases from which the structure could be derived; Hence it is a good idea to predict the structure.  Moreover it has been shown that RNA secondary structure prediction has applications to the design of nucleic acid probes .
  • 11. Continue..  It is also used by molecular biologists to help predict conserved structural elements in non- coding regions of gene transcripts.  Finally there is also an application in predicting structures that are conserved during evolution
  • 12. Different secondary structure elements 1. Stem Loops: (Hairpin Loops) is a lollipop shaped structure formed when a single stranded nucleic acid molecule loops back on itself to form a complementary double helix (stem) topped by a loop.
  • 13. Bulge loop  Bulge loops are commonly found in helical segments of cellular RNAs.  Bulge loops occur when bases on one side of the structure cannot form base pairs and they cause bends in the helix.
  • 14. 3.Interior loop:  Interior loops occur when bases on both sides of the structure cannot form base pairs.  4. Junctions or Mltiloops:  Junctions include two or more double stranded regions converging to form a closed structure.
  • 15. 5. Pseudoknot  A pseudoknot is a tertiary structural element of RNA.  It is formed by base-pairing between an already existing secondary structure loop and a free ending.  Nucleotides within a hairpin loop form base pairs with nucleotides outside the stem  Hence basepairs occur that overlap each other in their sequence position .
  • 17. RNA structure prediction methods  Base Pair Maximization  Energy Minimization  The most commonly used method is free energy minimization.  The accuracy of structure prediction is improved either by using experimental mapping data or by predicting a structure conserved in a set of homologous sequences
  • 18. CONTINUE…  Energy minimization method is thermodynamic Stable  Estimated using experimental techniques  Theory : Most Stable is the Most likely  No Pseudoknots due to algorithm limitations  Uses Dynamic Programming alignment technique  Attempts to maximize the score taking into account thermodynamics  Gaps represent some form of a loop  The most widely used software that incorporates this minimum free energy algorithm is MFOLD/RNAfold/ViennaRNA