Literature DB >> 18077332

Positive selection at the protein network periphery: evaluation in terms of structural constraints and cellular context.

Philip M Kim1, Jan O Korbel, Mark B Gerstein.   

Abstract

Because of recent advances in genotyping and sequencing, human genetic variation and adaptive evolution in the primate lineage have become major research foci. Here, we examine the relationship between genetic signatures of adaptive evolution and network topology. We find a striking tendency of proteins that have been under positive selection (as compared with the chimpanzee) to be located at the periphery of the interaction network. Our results are based on the analysis of two types of genome evolution, both in terms of intra- and interspecies variation. First, we looked at single-nucleotide polymorphisms and their fixed variants, single-nucleotide differences in the human genome relative to the chimpanzee. Second, we examine fixed structural variants, specifically large segmental duplications and their polymorphic precursors known as copy number variants. We propose two complementary mechanisms that lead to the observed trends. First, we can rationalize them in terms of constraints imposed by protein structure: We find that positively selected sites are preferentially located on the exposed surface of proteins. Because central network proteins (hubs) are likely to have a larger fraction of their surface involved in interactions, they tend to be constrained and under negative selection. Conversely, we show that the interaction network roughly maps to cellular organization, with the periphery of the network corresponding to the cellular periphery (i.e., extracellular space or cell membrane). This suggests that the observed positive selection at the network periphery may be due to an increase of adaptive events on the cellular periphery responding to changing environments.

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Year:  2007        PMID: 18077332      PMCID: PMC2154421          DOI: 10.1073/pnas.0710183104

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


  42 in total

1.  Recent segmental duplications in the human genome.

Authors:  Jeffrey A Bailey; Zhiping Gu; Royden A Clark; Knut Reinert; Rhea V Samonte; Stuart Schwartz; Mark D Adams; Eugene W Myers; Peter W Li; Evan E Eichler
Journal:  Science       Date:  2002-08-09       Impact factor: 47.728

2.  Accurate prediction of solvent accessibility using neural networks-based regression.

Authors:  Rafał Adamczak; Aleksey Porollo; Jarosław Meller
Journal:  Proteins       Date:  2004-09-01

3.  Genomic regions exhibiting positive selection identified from dense genotype data.

Authors:  Christopher S Carlson; Daryl J Thomas; Michael A Eberle; Johanna E Swanson; Robert J Livingston; Mark J Rieder; Deborah A Nickerson
Journal:  Genome Res       Date:  2005-11       Impact factor: 9.043

4.  A haplotype map of the human genome.

Authors: 
Journal:  Nature       Date:  2005-10-27       Impact factor: 49.962

5.  Relating three-dimensional structures to protein networks provides evolutionary insights.

Authors:  Philip M Kim; Long J Lu; Yu Xia; Mark B Gerstein
Journal:  Science       Date:  2006-12-22       Impact factor: 47.728

6.  The human disease network.

Authors:  Kwang-Il Goh; Michael E Cusick; David Valle; Barton Childs; Marc Vidal; Albert-László Barabási
Journal:  Proc Natl Acad Sci U S A       Date:  2007-05-14       Impact factor: 11.205

7.  Quantifying the mechanisms for segmental duplications in mammalian genomes by statistical analysis and modeling.

Authors:  Yi Zhou; Bud Mishra
Journal:  Proc Natl Acad Sci U S A       Date:  2005-03-01       Impact factor: 11.205

8.  Dosage sensitivity and the evolution of gene families in yeast.

Authors:  Balázs Papp; Csaba Pál; Laurence D Hurst
Journal:  Nature       Date:  2003-07-10       Impact factor: 49.962

9.  Population history and natural selection shape patterns of genetic variation in 132 genes.

Authors:  Joshua M Akey; Michael A Eberle; Mark J Rieder; Christopher S Carlson; Mark D Shriver; Deborah A Nickerson; Leonid Kruglyak
Journal:  PLoS Biol       Date:  2004-09-07       Impact factor: 8.029

10.  Bias of selection on human copy-number variants.

Authors:  Duc-Quang Nguyen; Caleb Webber; Chris P Ponting
Journal:  PLoS Genet       Date:  2006-02-17       Impact factor: 5.917

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  78 in total

1.  Systematic control of protein interactions for systems biology.

Authors:  Nitin Bhardwaj; Declan Clarke; Mark Gerstein
Journal:  Proc Natl Acad Sci U S A       Date:  2011-12-12       Impact factor: 11.205

2.  Comparing genomes to computer operating systems in terms of the topology and evolution of their regulatory control networks.

Authors:  Koon-Kiu Yan; Gang Fang; Nitin Bhardwaj; Roger P Alexander; Mark Gerstein
Journal:  Proc Natl Acad Sci U S A       Date:  2010-05-03       Impact factor: 11.205

3.  Nonspecific binding limits the number of proteins in a cell and shapes their interaction networks.

Authors:  Margaret E Johnson; Gerhard Hummer
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-27       Impact factor: 11.205

Review 4.  Tilting at quixotic trait loci (QTL): an evolutionary perspective on genetic causation.

Authors:  Kenneth M Weiss
Journal:  Genetics       Date:  2008-08       Impact factor: 4.562

5.  Global versus local centrality in evolution of yeast protein network.

Authors:  Alexander E Vinogradov
Journal:  J Mol Evol       Date:  2009-01-14       Impact factor: 2.395

6.  Age distribution patterns of human gene families: divergent for Gene Ontology categories and concordant between different subcellular localizations.

Authors:  Gangbiao Liu; Yangyun Zou; Qiqun Cheng; Yanwu Zeng; Xun Gu; Zhixi Su
Journal:  Mol Genet Genomics       Date:  2013-12-10       Impact factor: 3.291

Review 7.  Reads meet rotamers: structural biology in the age of deep sequencing.

Authors:  Anurag Sethi; Declan Clarke; Jieming Chen; Sushant Kumar; Timur R Galeev; Lynne Regan; Mark Gerstein
Journal:  Curr Opin Struct Biol       Date:  2015-12-01       Impact factor: 6.809

Review 8.  Lateral genetic transfer: open issues.

Authors:  Mark A Ragan; Robert G Beiko
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2009-08-12       Impact factor: 6.237

9.  Positive selection within a diatom species acts on putative protein interactions and transcriptional regulation.

Authors:  Julie A Koester; Willie J Swanson; E Virginia Armbrust
Journal:  Mol Biol Evol       Date:  2012-10-23       Impact factor: 16.240

10.  Integrative annotation of variants from 1092 humans: application to cancer genomics.

Authors:  Ekta Khurana; Yao Fu; Vincenza Colonna; Xinmeng Jasmine Mu; Hyun Min Kang; Tuuli Lappalainen; Andrea Sboner; Lucas Lochovsky; Jieming Chen; Arif Harmanci; Jishnu Das; Alexej Abyzov; Suganthi Balasubramanian; Kathryn Beal; Dimple Chakravarty; Daniel Challis; Yuan Chen; Declan Clarke; Laura Clarke; Fiona Cunningham; Uday S Evani; Paul Flicek; Robert Fragoza; Erik Garrison; Richard Gibbs; Zeynep H Gümüş; Javier Herrero; Naoki Kitabayashi; Yong Kong; Kasper Lage; Vaja Liluashvili; Steven M Lipkin; Daniel G MacArthur; Gabor Marth; Donna Muzny; Tune H Pers; Graham R S Ritchie; Jeffrey A Rosenfeld; Cristina Sisu; Xiaomu Wei; Michael Wilson; Yali Xue; Fuli Yu; Emmanouil T Dermitzakis; Haiyuan Yu; Mark A Rubin; Chris Tyler-Smith; Mark Gerstein
Journal:  Science       Date:  2013-10-04       Impact factor: 47.728

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