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

被引:108
作者
Kim, Philip M. [1 ]
Korbel, Jan O. [1 ]
Gerstein, Mark B. [1 ,2 ,3 ]
机构
[1] Yale Univ, Dept Mol Biophys & Biochem, New Haven, CT 06520 USA
[2] Yale Univ, Dept Comp Sci, New Haven, CT 06520 USA
[3] Yale Univ, Program Computat Biol & Bioinformat, New Haven, CT 06520 USA
关键词
protein structure; network centrality; single-nucleotide change; copy number variant; structural variant;
D O I
10.1073/pnas.0710183104
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页码:20274 / 20279
页数:6
相关论文
共 45 条
[1]   Accurate prediction of solvent accessibility using neural networks-based regression [J].
Adamczak, R ;
Porollo, A ;
Meller, J .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2004, 56 (04) :753-767
[2]   Population history and natural selection shape patterns of genetic variation in 132 genes [J].
Akey, JM ;
Eberle, MA ;
Rieder, MJ ;
Carlson, CS ;
Shriver, MD ;
Nickerson, DA ;
Kruglyak, L .
PLOS BIOLOGY, 2004, 2 (10) :1591-1599
[3]   Error and attack tolerance of complex networks [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 2000, 406 (6794) :378-382
[4]   A haplotype map of the human genome [J].
Altshuler, D ;
Brooks, LD ;
Chakravarti, A ;
Collins, FS ;
Daly, MJ ;
Donnelly, P ;
Gibbs, RA ;
Belmont, JW ;
Boudreau, A ;
Leal, SM ;
Hardenbol, P ;
Pasternak, S ;
Wheeler, DA ;
Willis, TD ;
Yu, FL ;
Yang, HM ;
Zeng, CQ ;
Gao, Y ;
Hu, HR ;
Hu, WT ;
Li, CH ;
Lin, W ;
Liu, SQ ;
Pan, H ;
Tang, XL ;
Wang, J ;
Wang, W ;
Yu, J ;
Zhang, B ;
Zhang, QR ;
Zhao, HB ;
Zhao, H ;
Zhou, J ;
Gabriel, SB ;
Barry, R ;
Blumenstiel, B ;
Camargo, A ;
Defelice, M ;
Faggart, M ;
Goyette, M ;
Gupta, S ;
Moore, J ;
Nguyen, H ;
Onofrio, RC ;
Parkin, M ;
Roy, J ;
Stahl, E ;
Winchester, E ;
Ziaugra, L ;
Shen, Y .
NATURE, 2005, 437 (7063) :1299-1320
[5]   Recent segmental duplications in the human genome [J].
Bailey, JA ;
Gu, ZP ;
Clark, RA ;
Reinert, K ;
Samonte, RV ;
Schwartz, S ;
Adams, MD ;
Myers, EW ;
Li, PW ;
Eichler, EE .
SCIENCE, 2002, 297 (5583) :1003-1007
[6]   Primate segmental duplications: crucibles of evolution, diversity and disease [J].
Bailey, Jeffrey A. ;
Eichler, Evan E. .
NATURE REVIEWS GENETICS, 2006, 7 (07) :552-564
[7]   Signatures of natural selection in the human genome [J].
Bamshad, M ;
Wooding, SP .
NATURE REVIEWS GENETICS, 2003, 4 (02) :99-111A
[8]   Ensembl 2006 [J].
Birney, E. ;
Andrews, D. ;
Caccamo, M. ;
Chen, Y. ;
Clarke, L. ;
Coates, G. ;
Cox, T. ;
Cunningham, F. ;
Curwen, V. ;
Cutts, T. ;
Down, T. ;
Durbin, R. ;
Fernandez-Suarez, X. M. ;
Flicek, P. ;
Graf, S. ;
Hammond, M. ;
Herrero, J. ;
Howe, K. ;
Iyer, V. ;
Jekosch, K. ;
Kahari, A. ;
Kasprzyk, A. ;
Keefe, D. ;
Kokocinski, F. ;
Kulesha, E. ;
London, D. ;
Longden, I. ;
Melsopp, C. ;
Meidl, P. ;
Overduin, B. ;
Parker, A. ;
Proctor, G. ;
Prlic, A. ;
Rae, M. ;
Rios, D. ;
Redmond, S. ;
Schuster, M. ;
Sealy, I. ;
Searle, S. ;
Severin, J. ;
Slater, G. ;
Smedley, D. ;
Smith, J. ;
Stabenau, A. ;
Stalker, J. ;
Trevanion, S. ;
Ureta-Vidal, A. ;
Vogel, J. ;
White, S. ;
Woodwark, C. .
NUCLEIC ACIDS RESEARCH, 2006, 34 :D556-D561
[9]   Natural selection on protein-coding genes in the human genome [J].
Bustamante, CD ;
Fledel-Alon, A ;
Williamson, S ;
Nielsen, R ;
Hubisz, MT ;
Glanowski, S ;
Tanenbaum, DM ;
White, TJ ;
Sninsky, JJ ;
Hernandez, RD ;
Civello, D ;
Adams, MD ;
Cargill, M ;
Clark, AG .
NATURE, 2005, 437 (7062) :1153-1157
[10]   The Gene Ontology Annotation (GOA) Database: sharing knowledge in Uniprot with Gene Ontology [J].
Camon, E ;
Magrane, M ;
Barrell, D ;
Lee, V ;
Dimmer, E ;
Maslen, J ;
Binns, D ;
Harte, N ;
Lopez, R ;
Apweiler, R .
NUCLEIC ACIDS RESEARCH, 2004, 32 :D262-D266