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整合基因组学分析突出了与马行为功能相关的基因。

Integrative genomics analysis highlights functionally relevant genes for equine behaviour.

机构信息

Plusvital Ltd, The Highline, Dun Laoghaire Industrial Estate, Dublin, Ireland.

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

出版信息

Anim Genet. 2023 Aug;54(4):457-469. doi: 10.1111/age.13320. Epub 2023 Mar 27.

Abstract

Behavioural plasticity enables horses entering an exercise training programme to adapt with reduced stress. We characterised SNPs associated with behaviour in yearling Thoroughbred horses using genomics analyses for two phenotypes: (1) handler-assessed coping with early training events [coping] (n = 96); and (2) variation in salivary cortisol concentration at the first backing event [cortisol] (n = 34). Using RNA-seq derived gene expression data for amygdala and hippocampus tissues from n = 2 Thoroughbred stallions, we refined the SNPs to those with functional relevance to behaviour by cross-referencing to the 500 most highly expressed genes in each tissue. The SNPs of high significance (q < 0.01) were in proximity to genes (coping - GABARAP, NDM, OAZ1, RPS15A, SPARCL1, VAMP2; cortisol - CEBPA, COA3, DUSP1, HNRNPH1, RACK1) with biological functions in social behaviour, autism spectrum disorder, suicide, stress-induced anxiety and depression, Alzheimer's disease, neurodevelopmental disorders, neuroinflammatory disease, fear-induced behaviours and alcohol and cocaine addiction. The strongest association (q = 0.0002) was with NDN, a gene previously associated with temperament in cattle. This approach highlights functionally relevant genes in the behavioural adaptation of Thoroughbred horses that will contribute to the development of genetic markers to improve racehorse welfare.

摘要

行为可塑性使进入运动训练计划的马能够减少压力进行适应。我们通过基因组学分析,针对两种表型对幼龄纯血马的行为相关 SNP 进行了特征描述:(1)handler 评估的早期训练事件应对能力[应对](n=96);(2)首次backs 事件时唾液皮质醇浓度的变化[cortisol](n=34)。使用来自 2 匹纯血种公马的杏仁核和海马组织的 RNA-seq 衍生基因表达数据,我们通过与每个组织中表达最丰富的 500 个基因进行交叉参考,将 SNP 细化为与行为具有功能相关性的 SNP。具有高显著性(q<0.01)的 SNP 靠近具有社交行为、自闭症谱系障碍、自杀、应激诱导性焦虑和抑郁、阿尔茨海默病、神经发育障碍、神经炎性疾病、恐惧诱导行为以及酒精和可卡因成瘾等生物学功能的基因(应对-GABARAP、NDM、OAZ1、RPS15A、SPARCL1、VAMP2;皮质醇-CEBPA、COA3、DUSP1、HNRNPH1、RACK1)。最强的关联(q=0.0002)是与 NDN,这是一个以前与牛的气质相关的基因。这种方法突出了纯血马行为适应中具有功能相关性的基因,这将有助于开发遗传标记来改善赛马福利。

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