Genetics' Piece of the PI: Inferring the Origin of Complex Traits and Diseases from Proteome-Wide Protein-Protein Interaction Dynamics

被引:0
作者
Gauthier, Louis [1 ,2 ]
Stynen, Bram [1 ,2 ]
Serohijos, Adrian W. R. [1 ,2 ]
Michnick, Stephen W. [1 ,2 ]
机构
[1] Univ Montreal, Dept Biochim, 2900 Edouard Montpetit, Montreal, PQ H3T 1J4, Canada
[2] Univ Montreal, Ctr Robert Cedergren Bioinformat & Genom, 2900 Edouard Montpetit, Montreal, PQ H3T 1J4, Canada
关键词
biochemical networks; expression quantitative trait loci; human diseases; protein fragment complementation assays; protein-protein interaction networks; proteotype; quantitative and complex traits; REGULATORY VARIATION; MAP; VARIANTS; GENOTYPE; RNA; IDENTIFICATION; ARCHITECTURE; ASSOCIATION; PERTURBATION; MODULATION;
D O I
10.1002/bies.201900169
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
How do common and rare genetic polymorphisms contribute to quantitative traits or disease risk and progression? Multiple human traits have been extensively characterized at the genomic level, revealing their complex genetic architecture. However, it is difficult to resolve the mechanisms by which specific variants contribute to a phenotype. Recently, analyses of variant effects on molecular traits have uncovered intermediate mechanisms that link sequence variation to phenotypic changes. Yet, these methods only capture a fraction of genetic contributions to phenotype. Here, in reviewing the field, it is proposed that complex traits can be understood by characterizing the dynamics of biochemical networks within living cells, and that the effects of genetic variation can be captured on these networks by using protein-protein interaction (PPI) methodologies. This synergy between PPI methodologies and the genetics of complex traits opens new avenues to investigate the molecular etiology of human diseases and to facilitate their prevention or treatment.
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页数:11
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共 127 条
[1]  
Adzhubei Ivan, 2013, Curr Protoc Hum Genet, VChapter 7, DOI 10.1002/0471142905.hg0720s76
[2]   Mass-spectrometric exploration of proteome structure and function [J].
Aebersold, Ruedi ;
Mann, Matthias .
NATURE, 2016, 537 (7620) :347-355
[3]   Genetic effects on gene expression across human tissues [J].
Aguet, Francois ;
Brown, Andrew A. ;
Castel, Stephane E. ;
Davis, Joe R. ;
He, Yuan ;
Jo, Brian ;
Mohammadi, Pejman ;
Park, Yoson ;
Parsana, Princy ;
Segre, Ayellet V. ;
Strober, Benjamin J. ;
Zappala, Zachary ;
Cummings, Beryl B. ;
Gelfand, Ellen T. ;
Hadley, Kane ;
Huang, Katherine H. ;
Lek, Monkol ;
Li, Xiao ;
Nedzel, Jared L. ;
Nguyen, Duyen Y. ;
Noble, Michael S. ;
Sullivan, Timothy J. ;
Tukiainen, Taru ;
MacArthur, Daniel G. ;
Getz, Gad ;
Management, Nih Program ;
Addington, Anjene ;
Guan, Ping ;
Koester, Susan ;
Little, A. Roger ;
Lockhart, Nicole C. ;
Moore, Helen M. ;
Rao, Abhi ;
Struewing, Jeffery P. ;
Volpi, Simona ;
Collection, Biospecimen ;
Brigham, Lori E. ;
Hasz, Richard ;
Hunter, Marcus ;
Johns, Christopher ;
Johnson, Mark ;
Kopen, Gene ;
Leinweber, William F. ;
Lonsdale, John T. ;
McDonald, Alisa ;
Mestichelli, Bernadette ;
Myer, Kevin ;
Roe, Bryan ;
Salvatore, Michael ;
Shad, Saboor .
NATURE, 2017, 550 (7675) :204-+
[4]   The role of regulatory variation in complex traits and disease [J].
Albert, Frank W. ;
Kruglyak, Leonid .
NATURE REVIEWS GENETICS, 2015, 16 (04) :197-212
[5]   1,135 Genomes Reveal the Global Pattern of Polymorphism in Arabidopsis thaliana [J].
Alonso-Blanco, Carlos ;
Andrade, Jorge ;
Becker, Claude ;
Bemm, Felix ;
Bergelson, Joy ;
Borgwardt, Karsten M. ;
Cao, Jun ;
Chae, Eunyoung ;
Dezwaan, Todd M. ;
Ding, Wei ;
Ecker, Joseph R. ;
Exposito-Alonso, Moises ;
Farlow, Ashley ;
Fitz, Joffrey ;
Gan, Xiangchao ;
Grimm, Dominik G. ;
Hancock, Angela M. ;
Henz, Stefan R. ;
Holm, Svante ;
Horton, Matthew ;
Jarsulic, Mike ;
Kerstetter, Randall A. ;
Korte, Arthur ;
Korte, Pamela ;
Lanz, Christa ;
Lee, Cheng-Ruei ;
Meng, Dazhe ;
Michael, Todd P. ;
Mott, Richard ;
Muliyati, Ni Wayan ;
Nagele, Thomas ;
Nagler, Matthias ;
Nizhynska, Viktoria ;
Nordborg, Magnus ;
Novikova, Polina Yu. ;
Pico, F. Xavier ;
Platzer, Alexander ;
Rabanal, Fernando A. ;
Rodriguez, Alex ;
Rowan, Beth A. ;
Salome, Patrice A. ;
Schmid, Karl J. ;
Schmitz, Robert J. ;
Seren, Umit ;
Sperone, Felice Gianluca ;
Sudkamp, Mitchell ;
Svardal, Hannes ;
Tanzer, Matt M. ;
Todd, Donald ;
Volchenboum, Samuel L. .
CELL, 2016, 166 (02) :481-491
[6]   Modulation of Intrinsically Disordered Protein Function by Post-translational Modifications [J].
Bah, Alaji ;
Forman-Kay, Julie D. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2016, 291 (13) :6696-6705
[7]   Impact of regulatory variation from RNA to protein [J].
Battle, Alexis ;
Khan, Zia ;
Wang, Sidney H. ;
Mitrano, Amy ;
Ford, Michael J. ;
Pritchard, Jonathan K. ;
Gilad, Yoav .
SCIENCE, 2015, 347 (6222) :664-667
[8]   Mechanisms Regulating Protein Localization [J].
Bauer, Nicholas C. ;
Doetsch, Paul W. ;
Corbett, Anita H. .
TRAFFIC, 2015, 16 (10) :1039-1061
[9]   Systematic identification of phosphorylation-mediated protein interaction switches [J].
Betts, Matthew J. ;
Wichmann, Oliver ;
Utz, Mathias ;
Andre, Timon ;
Petsalaki, Evangelia ;
Minguez, Pablo ;
Parca, Luca ;
Roth, Frederick P. ;
Gavin, Anne-Claude ;
Bork, Peer ;
Russell, Robert B. .
PLOS COMPUTATIONAL BIOLOGY, 2017, 13 (03)
[10]   Genetics of Phenylketonuria: Then and Now [J].
Blau, Nenad .
HUMAN MUTATION, 2016, 37 (06) :508-515