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分析影响纯血马奔跑速度的遗传变异,鉴定出与运动转录反应相关的基因组区域。

Analysis of genetic variation contributing to measured speed in Thoroughbreds identifies genomic regions involved in the transcriptional response to exercise.

机构信息

UCD School of Agriculture and Food Science, University College Dublin, Belfield, Dublin, D04 V1W8, Ireland.

Insight Centre for Data Analytics, Hamilton Institute, Maynooth University, Kildare, W23 F2H6, Ireland.

出版信息

Anim Genet. 2019 Dec;50(6):670-685. doi: 10.1111/age.12848. Epub 2019 Sep 11.

Abstract

Despite strong selection for athletic traits in Thoroughbred horses, there is marked variation in speed and aptitude for racing performance within the breed. Using global positioning system monitoring during exercise training, we measured speed variables and temporal changes in speed with age to derive phenotypes for GWAS. The aim of the study was to test the hypothesis that genetic variation contributes to variation in end-point physiological traits, in this case galloping speed measured during field exercise tests. Standardisation of field-measured phenotypes was attempted by assessing horses exercised on the same gallop track and managed under similar conditions by a single trainer. PCA of six key speed indices captured 73.9% of the variation with principal component 1 (PC1). Verifying the utility of the phenotype, we observed that PC1 (median) in 2-year-old horses was significantly different among elite, non-elite and unraced horses (P < 0.001) and the temporal change with age in PC1 varied among horses with different myostatin (MSTN) g.66493737C>T SNP genotypes. A GWAS for PC1 in 2-year-old horses (n = 122) identified four SNPs reaching the suggestive threshold for association (P < 4.80 × 10 ), defining a 1.09 Mb candidate region on ECA8 containing the myosin XVIIIB (MYO18B) gene. In a GWAS for temporal change in PC1 with age (n = 168), five SNPs reached the suggestive threshold for association and defined candidate regions on ECA2 and ECA11. Both regions contained genes that are significantly differentially expressed in equine skeletal muscle in response to acute exercise and training stimuli, including MYO18A. As MYO18A plays a regulatory role in the skeletal muscle response to exercise, the identified genomic variation proximal to the myosin family genes may be important for the regulation of the response to exercise and training.

摘要

尽管在纯血马中对运动特征进行了强烈的选择,但在该品种内,速度和赛马表现的能力存在明显的差异。我们使用运动训练中的全球定位系统监测来测量速度变量和速度随年龄的时间变化,从而得出 GWAS 的表型。该研究的目的是检验遗传变异是否有助于终点生理特征的变异,在这种情况下,是通过野外运动测试测量的奔跑速度。通过评估在同一奔驰轨道上运动并由单一训练师在相似条件下管理的马匹,尝试对野外测量的表型进行标准化。六个关键速度指数的 PCA 捕获了 73.9%的变化,其中主成分 1(PC1)。验证表型的实用性,我们观察到 2 岁马的 PC1(中位数)在精英、非精英和未参赛的马之间有显著差异(P < 0.001),并且 PC1 的年龄变化在具有不同肌肉生长抑制素(MSTN)g.66493737C>T SNP 基因型的马之间也有所不同。对 2 岁马的 PC1 进行 GWAS(n=122)确定了四个达到关联显著阈值的 SNP(P < 4.80×10-8),定义了 ECA8 上包含肌球蛋白 XVIIIB(MYO18B)基因的 1.09 Mb 候选区域。在对 PC1 随年龄变化的 GWAS 中(n=168),五个 SNP 达到关联的显著阈值,并定义了 ECA2 和 ECA11 上的候选区域。两个区域都包含在急性运动和训练刺激下在马骨骼肌中表达差异显著的基因,包括 MYO18A。由于 MYO18A 在骨骼肌对运动的反应中起调节作用,因此靠近肌球蛋白家族基因的鉴定基因组变异可能对运动和训练反应的调节很重要。

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