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Genome-Wide Association Studies Based on Equine Joint Angle Measurements Reveal New QTL Affecting the Conformation of Horses

机译:基于马关节角度测量的全基因组关联研究揭示了影响马匹形态的新QTL

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摘要

The evaluation of conformation traits is an important part of selection for breeding stallions and mares. Some of these judged conformation traits involve joint angles that are associated with performance, health, and longevity. To improve our understanding of the genetic background of joint angles in horses, we have objectively measured the angles of the poll, elbow, carpal, fetlock (front and hind), hip, stifle, and hock joints based on one photograph of each of the 300 Franches-Montagnes (FM) and 224 Lipizzan (LIP) horses. After quality control, genome-wide association studies (GWASs) for these traits were performed on 495 horses, using 374,070 genome-wide single nucleotide polymorphisms (SNPs) in a mixed-effect model. We identified two significant quantitative trait loci (QTL) for the poll angle on ECA28 (p = 1.36 × 10−7), 50 kb downstream of the ALX1 gene, involved in cranial morphology, and for the elbow joint on ECA29 (p = 1.69 × 10−7), 49 kb downstream of the RSU1 gene, and 75 kb upstream of the PTER gene. Both genes are associated with bone mineral density in humans. Furthermore, we identified other suggestive QTL associated with the stifle joint on ECA8 (p = 3.10 × 10−7); the poll on ECA1 (p = 6.83 × 10−7); the fetlock joint of the hind limb on ECA27 (p = 5.42 × 10−7); and the carpal joint angle on ECA3 (p = 6.24 × 10−7), ECA4 (p = 6.07 × 10−7), and ECA7 (p = 8.83 × 10−7). The application of angular measurements in genetic studies may increase our understanding of the underlying genetic effects of important traits in equine breeding.
机译:构象性状的评估是选择种马和母马的重要部分。这些判断的构象特征中的一些涉及与表现,健康和寿命相关的关节角度。为了增进我们对马关节角的遗传背景的了解,我们根据每个关节的一张照片客观地测量了大腿,肘部,腕部,fetlock(前和后),髋关节,僵硬和飞节关节的角度。 300弗朗什-蒙塔涅斯(FM)和224里皮桑(LIP)马。经过质量控制后,在495匹马上使用混合效应模型中的374,070个全基因组单核苷酸多态性(SNP)对这些性状进行了全基因组关联研究(GWAS)。我们确定了两个重要的数量性状基因座(QTL),用于ECA28上的轮询角(p = 1.36×10 −7 ),ALX1基因下游50 kb,涉及颅骨形态以及肘部在ECA29(p = 1.69×10 −7 )上的一个联合位点,RSU1基因下游49 kb,PTER基因上游75 kb。这两个基因都与人类的骨矿物质密度有关。此外,我们还发现了与ECA8上的st节关节相关的其他提示性QTL(p = 3.10×10 −7 );对ECA1进行的轮询(p = 6.83×10 −7 ); ECA27上后肢的fetlock关节(p = 5.42×10 −7 ); ECA3(p = 6.24×10 −7 ),ECA4(p = 6.07×10 −7 )和ECA7(p = 8.83×10)的腕关节角 −7 )。角度测量在遗传研究中的应用可能会加深我们对马繁殖中重要性状的潜在遗传效应的了解。

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