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Self-contained sequence representation (SCSR): Bridging the gap between bioinformatics and cheminformatics K. T. Taylor, W. L. Chen, B. D. Christie, Joseph L. Durant, D. L. Grier, B. A. Leland, J. G. Nourse Recent Progress in Chemical Structure Representation ACS Boston 2010: CINF Division of Chemical Information August 23, 2010
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Background
UniProt - Red Fluorescent Protein
Residue-based Representation: Alphabet of Life Jamey D. Marth, "A Unified Vision of the Building Blocks of Life", Nature Cell Biology, Vol 10, pg 1015-1016, 2008
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Residue-based Representations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Advantages of Pseudo-Atoms
[object Object],[object Object],[object Object],[object Object],[object Object],Problems with Pseudo-Atoms
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Changing R&D landscape
Challenges - Representation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The Need
Hybrid sequences ,[object Object]
Hybrid sequences ,[object Object]
Hybrid sequences ,[object Object]
Hybrid sequences ,[object Object]
Hybrid sequences ,[object Object]
Duplicate sequences Different sequences
Duplicate sequences Different sequences
Duplicate sequences Same structure Different sequences
Post Translational Modifications (PTM) Present Challenges ,[object Object],[object Object],[object Object],[object Object]
Challenges in Using Residues ,[object Object],[object Object],[object Object]
Solution: Use a Hybrid Representation ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Compact, Hybrid Representation
[object Object],[object Object],[object Object],[object Object],[object Object],Compact, Hybrid Representation F
[object Object],[object Object],[object Object],[object Object],[object Object],Compact, Hybrid Representation F
[object Object],[object Object],[object Object],[object Object],[object Object],Compact, Hybrid Representation F F F
Features of Hybrid Representation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Searching with Accelrys Representation ,[object Object],[object Object],[object Object]
SSS Finds Fluorescent Proteins
SSS Finds Fluorescent Proteins
SSS Finds Fluorescent Proteins
[object Object],[object Object],[object Object],Solution: Use a Hybrid Representation
[object Object],[object Object],[object Object],[object Object],[object Object],Solution: Use a Hybrid Representation
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],A Flexible Framework
Template Example ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],What is registered?
Representing Cyclic Peptides Anantin
Representing Modifications Bacitracin A
Non-natural Amino Acids
[object Object],[object Object],[object Object],[object Object],Features of the Representation
[object Object],[object Object],[object Object],Searching
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Hybrid Representation
[object Object],[object Object],Supplementary material
Draw 4.0 – Interpret UniProt file human insulin
Draw 4.0 – Interpret UniProt file human insulin
Draw 4.0 – Interpret UniProt file human insulin
Draw 4.0 – Interpret UniProt file human insulin
Draw 4.0 – Interpret UniProt file human insulin
Draw 4.0 – Interpret UniProt file human insulin
Draw 4.0 – Edit Sequence Modify
Draw 4.0 – Edit Sequence Modify
Draw 4.0 – Edit Sequence Modify
Draw 4.0 – Edit Sequence Modify
Draw 4.0 – Edit Sequence Mutate
Draw 4.0 – Edit Sequence Mutate
Draw 4.0 – Edit Sequence Mutate

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Self-contained sequence representation (SCSR): A hybrid approach for representing biomolecules

Editor's Notes

  1. 68 molecules identified in the "alphabet of life"
  2. Additions to prochiral centers: most of the chain atoms in amino acids are prochiral, and many can undergo OH addition reactions. The presence of hydroxyproline was one of the modifications found in T. Rex collagen fragments which were recently sequenced.
  3. Extract the azolinone core from Green Fluorescent Protein to use as a query
  4. Extract the azolinone core from Green Fluorescent Protein to use as a query
  5. Extract the azolinone core from Green Fluorescent Protein to use as a query
  6. The attachment point contains both the atom and optionally the bond to the leaving group.
  7. Anantin ANF (atrial natriuretic factor) antagonist Sequence numbering is supported Cyclization by an isoaspartyl glycine isopeptide linkage (Gly-Asn) ‏ Attachment point information is stored, so isopeptide linkages can be disambiguated. Compression factor 8x (135 heavy > 17 template atoms) ‏ D - Aspartate E - Glutamate F - Phenylalanine G - Glycine H - Histidine I - Isoleucine K - Lysine L - Leucine N - Asparagine S - Serine W - Tryptophan Y - Tyrosine
  8. Bacitracin A Explicit Chemistry shown in blue Modifications: 1) loss of methylimidamide group from arginine 2) thiazole formation between Cysteine and Isoleucine 100 heavy atoms, 29 in compressed form. Note that attachment point information allows determination that isoleucine is bonded to the omega-N in lysine. Attachment point information also allows identification of the amino acid N and C terminii in the ring. D - Aspartate E - Glutamate F - Phenylalanine H - Histidine I - Isoleucine K - Lysine L - Leucine N - Asparagine
  9. Again, we have suppressed the amino acid sequences on either side of the custom amino acids found in our search
  10. Have used this to generate a number of databases, including ~7500 human proteins