Ricard Anne, Robert Céline, Blouin Christine, Baste Fanny, Torquet Gwendoline, Morgenthaler Caroline, Rivière Julie, Mach Nuria, Mata Xavier, Schibler Laurent, Barrey Eric
Institut National de la Recherche Agronomique, AgroParisTech, Université Paris Saclay, Département Sciences du Vivant, UMR 1313 Génétique Animale et Biologie IntégrativeJouy-en-Josas, France.
Institut Français du Cheval et de l'Equitation, Département Recherche et InnovationExmes, France.
Front Genet. 2017 Jun 28;8:89. doi: 10.3389/fgene.2017.00089. eCollection 2017.
Endurance horses are able to run at more than 20 km/h for 160 km (in bouts of 30-40 km). This level of performance is based on intense aerobic metabolism, effective body heat dissipation and the ability to endure painful exercise. The known heritabilities of endurance performance and exercise-related physiological traits in Arabian horses suggest that adaptation to extreme endurance exercise is influenced by genetic factors. The objective of the present genome-wide association study (GWAS) was to identify single nucleotide polymorphisms (SNPs) related to endurance racing performance in 597 Arabian horses. The performance traits studied were the total race distance, average race speed and finishing status (qualified, eliminated or retired). We used three mixed models that included a fixed allele or genotype effect and a random, polygenic effect. Quantile-quantile plots were acceptable, and the regression coefficients for actual vs. expected log-values ranged from 0.865 to 1.055. The GWAS revealed five significant quantitative trait loci (QTL) corresponding to 6 SNPs on chromosomes 6, 1, 7, 16, and 29 (two SNPs) with corrected -values from 1.7 × 10 to 1.8 × 10. Annotation of these 5 QTL revealed two genes: sortilin-related VPS10-domain-containing receptor 3 () on chromosome 1 is involved in protein trafficking, and solute carrier family 39 member 12 () on chromosome 29 is active in zinc transport and cell homeostasis. These two coding genes could be involved in neuronal tissues (CNS). The other QTL on chromosomes 6, 7, and 16 may be involved in the regulation of the gene expression through non-coding RNAs, CpG islands and transcription factor binding sites. On chromosome 6, a new candidate equine long non-coding RNA ( ortholog: opposite antisense transcript 1 of potassium voltage-gated channel subfamily Q member 1 gene) was predicted and validated by RT-qPCR in primary cultures of equine myoblasts and fibroblasts. This lncRNA could be one element of the cardiac rhythm regulation. Our GWAS revealed that equine performance during endurance races is a complex polygenic trait, and is partially governed by at least 5 QTL: two coding genes involved in neuronal tissues and three other loci with many regulatory functions such as slowing down heart rate.
耐力马能够以超过20公里/小时的速度奔跑160公里(以30 - 40公里的赛程分段)。这种表现水平基于强烈的有氧代谢、有效的身体散热以及忍受痛苦运动的能力。阿拉伯马耐力表现和与运动相关生理特征的已知遗传力表明,对极端耐力运动的适应受遗传因素影响。本全基因组关联研究(GWAS)的目的是在597匹阿拉伯马中鉴定与耐力赛表现相关的单核苷酸多态性(SNP)。所研究的性能性状包括总赛程、平均比赛速度和完赛状态(合格、淘汰或退赛)。我们使用了三种混合模型,包括固定等位基因或基因型效应以及随机多基因效应。分位数 - 分位数图是可接受的,实际与预期对数比值的回归系数范围为0.865至1.055。GWAS揭示了五个显著的数量性状位点(QTL),对应于6号、1号、7号、16号和29号染色体上的6个SNP(29号染色体上有两个SNP),校正后的P值范围为1.7×10至1.8×10。对这5个QTL的注释揭示了两个基因:1号染色体上的sortilin相关含VPS10结构域受体3(SORCS3)参与蛋白质运输,29号染色体上的溶质载体家族39成员12(SLC39A12)在锌转运和细胞内稳态中起作用。这两个编码基因可能参与神经组织(中枢神经系统)。6号、7号和第16号染色体上的其他QTL可能通过非编码RNA、CpG岛和转录因子结合位点参与基因表达的调控。在6号染色体上,预测了一个新的候选马长链非编码RNA(直系同源物:钾电压门控通道亚家族Q成员1基因的反向反义转录本1),并在马成肌细胞和平滑肌细胞的原代培养物中通过RT - qPCR进行了验证。这种lncRNA可能是心律调节的一个要素。我们的GWAS表明,耐力赛期间马的表现是一个复杂的多基因性状,并且至少部分受5个QTL控制:两个参与神经组织的编码基因和其他三个具有许多调节功能(如减慢心率)的位点。