Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France.
Pole Développement Innovation Recherche, IFCE, Gouffern en Auge, France.
J Anim Breed Genet. 2021 Mar;138(2):204-222. doi: 10.1111/jbg.12526. Epub 2020 Nov 29.
The aim was to disentangle gait characteristics from other qualities needed for racing performances with a genomic analysis of French trotters (FT). A sample of 1,390 horses were recruited, from which 46% were genotyped with Illumina chip of 54,602 SNPs, 49% with Affymetrix chip of 670,806 SNPs and 586 had a completed questionnaire on trotting technique. Racing performances cover the period 1996 to 2018. There were 252,368 FT-born; 96,617 qualified and 83,962 which participated in a race. After quality control, 377,611 SNPs were retained and imputed. Questionnaire described trotting technique over 13 questions which were summarized, after principal component analysis in 3 traits: pacer, heavy trot/gallop and other defects. GWAS and genomic evaluation were performed using single-step approach. We found 25 QTL for racing performances and 9 for trotting technique. Only DMRT3 mutation was significant for both traits. To tend to pace avoid the defect at gallop and lead to a better early career for earnings, less percentage of disqualified races at all ages and more harness than under saddle career. This is the portrait of AA genotype at DMRT3. We found 5 other QTL, not linked to gait traits, which might improve selection of genetically independent performance traits of earnings per races and percentage of finished races. For only earnings at different ages and in under saddle or harness races, genomic evaluation remains the best way to predict performances.
本研究旨在通过对法国快步马(FT)的基因组分析,从其他与竞赛表现相关的品质中分离出步态特征。研究共招募了 1390 匹马,其中 46%的马匹使用 Illumina 芯片进行了 54602 个 SNP 的基因分型,49%的马匹使用 Affymetrix 芯片进行了 670806 个 SNP 的基因分型,586 匹马完成了关于快步技术的问卷。竞赛表现涵盖了 1996 年至 2018 年的时期。共有 252368 匹 FT 出生的马;96617 匹符合资格,83962 匹参加了比赛。经过质量控制,保留并推断了 377611 个 SNP。问卷描述了 13 个关于快步技术的问题,经过主成分分析后总结为 3 个特征:快步、重步/疾驰和其他缺陷。使用单步方法进行了 GWAS 和基因组评估。我们发现了 25 个与竞赛表现相关的 QTL 和 9 个与快步技术相关的 QTL。只有 DMRT3 突变在这两个性状上都是显著的。为了倾向于快步,避免疾驰时的缺陷,并在早期职业生涯中获得更好的收入,减少所有年龄段的不合格比赛比例,并更多地使用缰绳而不是马鞍。这就是 DMRT3 上 AA 基因型的特征。我们还发现了 5 个其他与步态特征无关的 QTL,这可能会提高对每匹马比赛的收入和完成比赛的比例等遗传独立表现性状的选择。对于不同年龄段的收入,以及在缰绳或马鞍比赛中,基因组评估仍然是预测表现的最佳方法。