Conformational diversity and the emergence of sequence signatures during evolution.

Proteins' native structure is an ensemble of conformers in equilibrium, including all their respective functional states and intermediates. The induced-fit first and the pre-equilibrium theories later, described how structural changes are required to explain the allosteric and cooperative behaviours in proteins, which are key to protein function. The conformational ensemble concept has become a key tool in explaining an endless list of essential protein properties such as function, enzyme and antibody promiscuity, signal transduction, protein-protein recognition, origin of diseases, origin of new protein functions, evolutionary rate and order-disorder transitions, among others. Conformational diversity is encoded by the amino acid sequence and such a signature can be evidenced through evolutionary studies as evolutionary rate, conservation and coevolution.

[1]  Cristina Marino Buslje,et al.  Networks of High Mutual Information Define the Structural Proximity of Catalytic Sites: Implications for Catalytic Residue Identification , 2010, PLoS Comput. Biol..

[2]  I. Bahar,et al.  Sequence Evolution Correlates with Structural Dynamics , 2012, Molecular biology and evolution.

[3]  F. Karush Heterogeneity of the Binding Sites of Bovine Serum Albumin1 , 1950 .

[4]  C. Sander,et al.  Direct-coupling analysis of residue coevolution captures native contacts across many protein families , 2011, Proceedings of the National Academy of Sciences.

[5]  R. Ranganathan,et al.  Evolutionarily conserved pathways of energetic connectivity in protein families. , 1999, Science.

[6]  Vincent J Hilser,et al.  An Ensemble View of Allostery , 2010, Science.

[7]  I. Bahar,et al.  Coarse-grained normal mode analysis in structural biology. , 2005, Current opinion in structural biology.

[8]  V. Hilser,et al.  The ensemble nature of allostery , 2014, Nature.

[9]  Hervé Philippe,et al.  Statistical potentials for improved structurally constrained evolutionary models. , 2010, Molecular biology and evolution.

[10]  Jie Liang,et al.  pvSOAR: detecting similar surface patterns of pocket and void surfaces of amino acid residues on proteins , 2004, Nucleic Acids Res..

[11]  R. Nussinov,et al.  The origin of allosteric functional modulation: multiple pre-existing pathways. , 2009, Structure.

[12]  Daniel Aguilar,et al.  Mapping the Mutual Information Network of Enzymatic Families in the Protein Structure to Unveil Functional Features , 2012, PloS one.

[13]  Ozlem Keskin,et al.  Restricted mobility of conserved residues in protein-protein interfaces in molecular simulations. , 2008, Biophysical journal.

[14]  J. Thornton,et al.  Conformational changes observed in enzyme crystal structures upon substrate binding. , 2005, Journal of molecular biology.

[15]  Massimiliano Pontil,et al.  PSICOV: precise structural contact prediction using sparse inverse covariance estimation on large multiple sequence alignments , 2012, Bioinform..

[16]  D. Boehr,et al.  The Dynamic Energy Landscape of Dihydrofolate Reductase Catalysis , 2006, Science.

[17]  M. Gerstein,et al.  A database of macromolecular motions. , 1998, Nucleic acids research.

[18]  Michele Vendruscolo,et al.  Neutral evolution of model proteins: diffusion in sequence space and overdispersion. , 1998, Journal of theoretical biology.

[19]  J. Damborský,et al.  Gates of Enzymes , 2013, Chemical reviews.

[20]  M. DePristo,et al.  Relation between native ensembles and experimental structures of proteins. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[21]  J. Changeux,et al.  Conformational selection or induced fit? 50 years of debate resolved , 2011, F1000 biology reports.

[22]  François Stricher,et al.  How Protein Stability and New Functions Trade Off , 2008, PLoS Comput. Biol..

[23]  Thomas A. Hopf,et al.  Protein structure prediction from sequence variation , 2012, Nature Biotechnology.

[24]  A. Mirsky,et al.  On the Structure of Native, Denatured, and Coagulated Proteins. , 1936, Proceedings of the National Academy of Sciences of the United States of America.

[25]  D. Baker,et al.  Robust and accurate prediction of residue–residue interactions across protein interfaces using evolutionary information , 2014, eLife.

[26]  A. Godzik,et al.  Global distribution of conformational states derived from redundant models in the PDB points to non-uniqueness of the protein structure , 2009, Proceedings of the National Academy of Sciences.

[27]  Patricia L. Harris,et al.  Activating mutations in the epidermal growth factor receptor underlying responsiveness of non-small-cell lung cancer to gefitinib. , 2004, The New England journal of medicine.

[28]  Zhengshuang Shi,et al.  Networks for the allosteric control of protein kinases. , 2006, Current opinion in structural biology.

[29]  David T. Jones,et al.  De Novo Structure Prediction of Globular Proteins Aided by Sequence Variation-Derived Contacts , 2014, PloS one.

[30]  Pinak Chakrabarti,et al.  Cavities and Atomic Packing in Protein Structures and Interfaces , 2008, PLoS Comput. Biol..

[31]  Piero Fariselli,et al.  On the effect of protein conformation diversity in discriminating among neutral and disease related single amino acid substitutions , 2012, BMC Genomics.

[32]  Alexander Miguel Monzon,et al.  CoDNaS: a database of conformational diversity in the native state of proteins , 2013, Bioinform..

[33]  Anna R Panchenko,et al.  Coevolution in defining the functional specificity , 2009, Proteins.

[34]  Ezequiel I. Juritz,et al.  Protein conformational diversity modulates sequence divergence. , 2013, Molecular biology and evolution.

[35]  Ruth Nussinov,et al.  Enzyme dynamics point to stepwise conformational selection in catalysis. , 2010, Current opinion in chemical biology.

[36]  A. Lesk,et al.  The relation between the divergence of sequence and structure in proteins. , 1986, The EMBO journal.

[37]  Terence Hwa,et al.  Coevolutionary signals across protein lineages help capture multiple protein conformations , 2013, Proceedings of the National Academy of Sciences.

[38]  D. Koshland,et al.  Protein structure and enzyme action. , 1958, Federation proceedings.

[39]  Lila M. Gierasch,et al.  Sending Signals Dynamically , 2009, Science.

[40]  R. Nussinov,et al.  Protein allostery, signal transmission and dynamics: a classification scheme of allosteric mechanisms , 2009, Molecular bioSystems.

[41]  M. Karplus,et al.  Molecular dynamics and protein function. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[42]  M. Karplus,et al.  Allostery and cooperativity revisited , 2008, Protein science : a publication of the Protein Society.

[43]  Burkhard Rost,et al.  FreeContact: fast and free software for protein contact prediction from residue co-evolution , 2014, BMC Bioinformatics.

[44]  Jouhyun Jeon,et al.  Molecular evolution of protein conformational changes revealed by a network of evolutionarily coupled residues. , 2011, Molecular biology and evolution.

[45]  Najeeb M. Halabi,et al.  Protein Sectors: Evolutionary Units of Three-Dimensional Structure , 2009, Cell.

[46]  J. Changeux,et al.  ON THE NATURE OF ALLOSTERIC TRANSITIONS: A PLAUSIBLE MODEL. , 1965, Journal of molecular biology.

[47]  J. Skolnick,et al.  What is the relationship between the global structures of apo and holo proteins? , 2007, Proteins.

[48]  M Karplus,et al.  Relation between sequence and structure of HIV-1 protease inhibitor complexes: a model system for the analysis of protein flexibility. , 2002, Journal of molecular biology.

[49]  Jeffrey J. Gray,et al.  Allosteric Communication Occurs via Networks of Tertiary and Quaternary Motions in Proteins , 2009, PLoS Comput. Biol..

[50]  Gert Vriend,et al.  Correlated mutation analyses on super‐family alignments reveal functionally important residues , 2009, Proteins.

[51]  David T. Jones,et al.  Protein evolution with dependence among codons due to tertiary structure. , 2003, Molecular biology and evolution.

[52]  Dan S. Tawfik,et al.  Antibody Multispecificity Mediated by Conformational Diversity , 2003, Science.

[53]  J. Echave,et al.  Structural constraints and emergence of sequence patterns in protein evolution. , 2001, Molecular biology and evolution.

[54]  Ruth Nussinov,et al.  A Unified View of “How Allostery Works” , 2014, PLoS Comput. Biol..

[55]  A. Lesk,et al.  How different amino acid sequences determine similar protein structures: the structure and evolutionary dynamics of the globins. , 1980, Journal of molecular biology.

[56]  Diego J. Zea,et al.  Protein conformational diversity correlates with evolutionary rate. , 2013, Molecular biology and evolution.

[57]  Cristina Marino Buslje,et al.  MISTIC: mutual information server to infer coevolution , 2013, Nucleic Acids Res..