Literature DB >> 19805219

The continuity of protein structure space is an intrinsic property of proteins.

Jeffrey Skolnick1, Adrian K Arakaki, Seung Yup Lee, Michal Brylinski.   

Abstract

The classical view of the space of protein structures is that it is populated by a discrete set of protein folds. For proteins up to 200 residues long, by using structural alignments and building upon ideas of the completeness and continuity of structure space, we show that nearly any structure is significantly related to any other using a transitive set of no more than 7 intermediate structurally related proteins. This result holds for all structures in the Protein Data Bank, even when structural relationships between evolutionary related proteins (as detected by threading or functional analyses) are excluded. A similar picture holds for an artificial library of compact, hydrogen-bonded, homopolypeptide structures. The 3 sets share the global connectivity features of random graphs, in which the local connectivity of each node (i.e., the number of neighboring structures per protein) is preserved. This high connectivity supports the continuous view of single-domain protein structure space. More importantly, these results do not depend on evolution, rather just on the physics of protein structures. The fact that evolutionary divergence need not be invoked to explain the continuous nature of protein structure space has implications for how the universe of protein structures might have originated, and how function should be transferred between proteins of similar structure.

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Year:  2009        PMID: 19805219      PMCID: PMC2747181          DOI: 10.1073/pnas.0907683106

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  34 in total

1.  SCOP database in 2002: refinements accommodate structural genomics.

Authors:  Loredana Lo Conte; Steven E Brenner; Tim J P Hubbard; Cyrus Chothia; Alexey G Murzin
Journal:  Nucleic Acids Res       Date:  2002-01-01       Impact factor: 16.971

2.  Processing and evaluation of predictions in CASP4.

Authors:  A Zemla; J Moult; K Fidelis
Journal:  Proteins       Date:  2001

3.  An integrated approach to the analysis and modeling of protein sequences and structures. I. Protein structural alignment and a quantitative measure for protein structural distance.

Authors:  A S Yang; B Honig
Journal:  J Mol Biol       Date:  2000-08-18       Impact factor: 5.469

4.  Expanding protein universe and its origin from the biological Big Bang.

Authors:  Nikolay V Dokholyan; Boris Shakhnovich; Eugene I Shakhnovich
Journal:  Proc Natl Acad Sci U S A       Date:  2002-10-16       Impact factor: 11.205

5.  Quantifying the similarities within fold space.

Authors:  Andrew Harrison; Frances Pearl; Richard Mott; Janet Thornton; Christine Orengo
Journal:  J Mol Biol       Date:  2002-11-08       Impact factor: 5.469

6.  The PDB is a covering set of small protein structures.

Authors:  Daisuke Kihara; Jeffrey Skolnick
Journal:  J Mol Biol       Date:  2003-12-05       Impact factor: 5.469

7.  An alternative view of protein fold space.

Authors:  I N Shindyalov; P E Bourne
Journal:  Proteins       Date:  2000-02-15

8.  Protein structure alignment.

Authors:  W R Taylor; C A Orengo
Journal:  J Mol Biol       Date:  1989-07-05       Impact factor: 5.469

9.  SCOP database in 2004: refinements integrate structure and sequence family data.

Authors:  Antonina Andreeva; Dave Howorth; Steven E Brenner; Tim J P Hubbard; Cyrus Chothia; Alexey G Murzin
Journal:  Nucleic Acids Res       Date:  2004-01-01       Impact factor: 16.971

10.  Cross-over between discrete and continuous protein structure space: insights into automatic classification and networks of protein structures.

Authors:  Alberto Pascual-García; David Abia; Angel R Ortiz; Ugo Bastolla
Journal:  PLoS Comput Biol       Date:  2009-03-27       Impact factor: 4.475

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  37 in total

1.  CONTSOR--a new knowledge-based fold recognition potential, based on side chain orientation and contacts between residue terminal groups.

Authors:  Boris Vishnepolsky; Malak Pirtskhalava
Journal:  Protein Sci       Date:  2011-11-23       Impact factor: 6.725

2.  The distribution of ligand-binding pockets around protein-protein interfaces suggests a general mechanism for pocket formation.

Authors:  Mu Gao; Jeffrey Skolnick
Journal:  Proc Natl Acad Sci U S A       Date:  2012-02-21       Impact factor: 11.205

3.  Structural space of protein-protein interfaces is degenerate, close to complete, and highly connected.

Authors:  Mu Gao; Jeffrey Skolnick
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-13       Impact factor: 11.205

4.  Are protein-protein interfaces special regions on a protein's surface?

Authors:  Sam Tonddast-Navaei; Jeffrey Skolnick
Journal:  J Chem Phys       Date:  2015-12-28       Impact factor: 3.488

5.  Further evidence for the likely completeness of the library of solved single domain protein structures.

Authors:  Jeffrey Skolnick; Hongyi Zhou; Michal Brylinski
Journal:  J Phys Chem B       Date:  2012-02-13       Impact factor: 2.991

6.  Interplay of physics and evolution in the likely origin of protein biochemical function.

Authors:  Jeffrey Skolnick; Mu Gao
Journal:  Proc Natl Acad Sci U S A       Date:  2013-05-20       Impact factor: 11.205

7.  Short paths in protein structure space originate in graph structure.

Authors:  Michael Zimmermann; Fadi Towfic; Robert L Jernigan; Andrzej Kloczkowski
Journal:  Proc Natl Acad Sci U S A       Date:  2009-12-14       Impact factor: 11.205

8.  Characterizing the existing and potential structural space of proteins by large-scale multiple loop permutations.

Authors:  Liang Dai; Yaoqi Zhou
Journal:  J Mol Biol       Date:  2011-03-02       Impact factor: 5.469

9.  Kinks, loops, and protein folding, with protein A as an example.

Authors:  Andrey Krokhotin; Adam Liwo; Gia G Maisuradze; Antti J Niemi; Harold A Scheraga
Journal:  J Chem Phys       Date:  2014-01-14       Impact factor: 3.488

10.  On the role of physics and evolution in dictating protein structure and function.

Authors:  Jeffrey Skolnick; Mu Gao; Hongyi Zhou
Journal:  Isr J Chem       Date:  2014-08-01       Impact factor: 3.333

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