Four Loci Explain 83% of Size Variation in the Horse

被引:175
作者
Makvandi-Nejad, Shokouh [1 ]
Hoffman, Gabriel E. [2 ]
Allen, Jeremy J. [1 ]
Chu, Erin [1 ]
Gu, Esther [1 ]
Chandler, Alyssa M. [1 ]
Loredo, Ariel I. [1 ,3 ]
Bellone, Rebecca R. [4 ]
Mezey, Jason G. [2 ]
Brooks, Samantha A. [5 ]
Sutter, Nathan B. [1 ]
机构
[1] Cornell Univ, Dept Clin Sci, Ithaca, NY 14853 USA
[2] Cornell Univ, Dept Biol Stat & Computat Biol, Ithaca, NY USA
[3] La Sierra Univ, Dept Biol, Riverside, CA USA
[4] Univ Tampa, Dept Biol, Tampa, FL 33606 USA
[5] Cornell Univ, Dept Anim Sci, Ithaca, NY 14853 USA
关键词
GENOME-WIDE ASSOCIATION; ADULT HEIGHT; BIOLOGICAL PATHWAYS; POPULATION; VARIANTS; TRAITS; DOGS; DIFFERENTIATION; IDENTIFICATION; GENES;
D O I
10.1371/journal.pone.0039929
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
Horse body size varies greatly due to intense selection within each breed. American Miniatures are less than one meter tall at the withers while Shires and Percherons can exceed two meters. The genetic basis for this variation is not known. We hypothesize that the breed population structure of the horse should simplify efforts to identify genes controlling size. In support of this, here we show with genome-wide association scans (GWAS) that genetic variation at just four loci can explain the great majority of horse size variation. Unlike humans, which are naturally reproducing and possess many genetic variants with weak effects on size, we show that horses, like other domestic mammals, carry just a small number of size loci with alleles of large effect. Furthermore, three of our horse size loci contain the LCORL, HMGA2 and ZFAT genes that have previously been found to control human height. The LCORL/NCAPG locus is also implicated in cattle growth and HMGA2 is associated with dog size. Extreme size diversification is a hallmark of domestication. Our results in the horse, complemented by the prior work in cattle and dog, serve to pinpoint those very few genes that have played major roles in the rapid evolution of size during domestication.
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页数:6
相关论文
共 37 条
[1]   Hundreds of variants clustered in genomic loci and biological pathways affect human height [J].
Allen, Hana Lango ;
Estrada, Karol ;
Lettre, Guillaume ;
Berndt, Sonja I. ;
Weedon, Michael N. ;
Rivadeneira, Fernando ;
Willer, Cristen J. ;
Jackson, Anne U. ;
Vedantam, Sailaja ;
Raychaudhuri, Soumya ;
Ferreira, Teresa ;
Wood, Andrew R. ;
Weyant, Robert J. ;
Segre, Ayellet V. ;
Speliotes, Elizabeth K. ;
Wheeler, Eleanor ;
Soranzo, Nicole ;
Park, Ju-Hyun ;
Yang, Jian ;
Gudbjartsson, Daniel ;
Heard-Costa, Nancy L. ;
Randall, Joshua C. ;
Qi, Lu ;
Smith, Albert Vernon ;
Maegi, Reedik ;
Pastinen, Tomi ;
Liang, Liming ;
Heid, Iris M. ;
Luan, Jian'an ;
Thorleifsson, Gudmar ;
Winkler, Thomas W. ;
Goddard, Michael E. ;
Lo, Ken Sin ;
Palmer, Cameron ;
Workalemahu, Tsegaselassie ;
Aulchenko, Yurii S. ;
Johansson, Asa ;
Zillikens, M. Carola ;
Feitosa, Mary F. ;
Esko, Tonu ;
Johnson, Toby ;
Ketkar, Shamika ;
Kraft, Peter ;
Mangino, Massimo ;
Prokopenko, Inga ;
Absher, Devin ;
Albrecht, Eva ;
Ernst, Florian ;
Glazer, Nicole L. ;
Hayward, Caroline .
NATURE, 2010, 467 (7317) :832-838
[2]   A tutorial on statistical methods for population association studies [J].
Balding, David J. .
NATURE REVIEWS GENETICS, 2006, 7 (10) :781-791
[3]   Haploview: analysis and visualization of LD and haplotype maps [J].
Barrett, JC ;
Fry, B ;
Maller, J ;
Daly, MJ .
BIOINFORMATICS, 2005, 21 (02) :263-265
[4]   A Simple Genetic Architecture Underlies Morphological Variation in Dogs [J].
Boyko, Adam R. ;
Quignon, Pascale ;
Li, Lin ;
Schoenebeck, Jeffrey J. ;
Degenhardt, Jeremiah D. ;
Lohmueller, Kirk E. ;
Zhao, Keyan ;
Brisbin, Abra ;
Parker, Heidi G. ;
vonHoldt, Bridgett M. ;
Cargill, Michele ;
Auton, Adam ;
Reynolds, Andy ;
Elkahloun, Abdel G. ;
Castelhano, Marta ;
Mosher, Dana S. ;
Sutter, Nathan B. ;
Johnson, Gary S. ;
Novembre, John ;
Hubisz, Melissa J. ;
Siepel, Adam ;
Wayne, Robert K. ;
Bustamante, Carlos D. ;
Ostrander, Elaine A. .
PLOS BIOLOGY, 2010, 8 (08) :49-50
[5]   Morphological variation in the horse: defining complex traits of body size and shape [J].
Brooks, S. A. ;
Makvandi-Nejad, S. ;
Chu, E. ;
Allen, J. J. ;
Streeter, C. ;
Gu, E. ;
McCleery, B. ;
Murphy, B. A. ;
Bellone, R. ;
Sutter, N. B. .
ANIMAL GENETICS, 2010, 41 :159-165
[6]   Coat Variation in the Domestic Dog Is Governed by Variants in Three Genes [J].
Cadieu, Edouard ;
Neff, Mark W. ;
Quignon, Pascale ;
Walsh, Kari ;
Chase, Kevin ;
Parker, Heidi G. ;
VonHoldt, Bridgett M. ;
Rhue, Alison ;
Boyko, Adam ;
Byers, Alexandra ;
Wong, Aaron ;
Mosher, Dana S. ;
Elkahloun, Abdel G. ;
Spady, Tyrone C. ;
Andre, Catherine ;
Lark, K. Gordon ;
Cargill, Michelle ;
Bustamante, Carlos D. ;
Wayne, Robert K. ;
Ostrander, Elaine A. .
SCIENCE, 2009, 326 (5949) :150-153
[7]  
Carty CL, 2011, HUM MOL GENET
[8]   Genetic basis for systems of skeletal quantitative traits: Principal component analysis of the canid skeleton [J].
Chase, K ;
Carrier, DR ;
Adler, FR ;
Jarvik, T ;
Ostrander, EA ;
Lorentzen, TD ;
Lark, KG .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (15) :9930-9935
[9]  
Cleynen I, 2008, INT J ONCOL, V32, P289
[10]  
Clutton-Brock J, 1999, NATURAL HIST MUSEUM, pviii