Ilska Joanna, Haskell Marie J, Blott Sarah C, Sánchez-Molano Enrique, Polgar Zita, Lofgren Sarah E, Clements Dylan N, Wiener Pamela
Scotland's Rural College, Edinburgh, Scotland.
EH9 3JG, United Kingdom, School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, England, LE12 5RD, United Kingdom.
Genetics. 2017 Jun;206(2):1101-1111. doi: 10.1534/genetics.116.192674. Epub 2017 Apr 10.
The genetic architecture of behavioral traits in dogs is of great interest to owners, breeders, and professionals involved in animal welfare, as well as to scientists studying the genetics of animal (including human) behavior. The genetic component of dog behavior is supported by between-breed differences and some evidence of within-breed variation. However, it is a challenge to gather sufficiently large datasets to dissect the genetic basis of complex traits such as behavior, which are both time-consuming and logistically difficult to measure, and known to be influenced by nongenetic factors. In this study, we exploited the knowledge that owners have of their dogs to generate a large dataset of personality traits in Labrador Retrievers. While accounting for key environmental factors, we demonstrate that genetic variance can be detected for dog personality traits assessed using questionnaire data. We identified substantial genetic variance for several traits, including fetching tendency and fear of loud noises, while other traits revealed negligibly small heritabilities. Genetic correlations were also estimated between traits; however, due to fairly large SEs, only a handful of trait pairs yielded statistically significant estimates. Genomic analyses indicated that these traits are mainly polygenic, such that individual genomic regions have small effects, and suggested chromosomal associations for six of the traits. The polygenic nature of these traits is consistent with previous behavioral genetics studies in other species, for example in mouse, and confirms that large datasets are required to quantify the genetic variance and to identify the individual genes that influence behavioral traits.
狗的行为特征的遗传结构,引起了狗主人、繁殖者、动物福利领域的专业人士以及研究动物(包括人类)行为遗传学的科学家的极大兴趣。狗行为的遗传成分得到了品种间差异以及品种内变异的一些证据的支持。然而,收集足够大的数据集来剖析诸如行为等复杂性状的遗传基础是一项挑战,因为这些性状测量起来既耗时又在后勤方面存在困难,而且已知会受到非遗传因素的影响。在本研究中,我们利用狗主人对其狗的了解,生成了一个关于拉布拉多猎犬个性特征的大型数据集。在考虑关键环境因素的同时,我们证明了使用问卷数据评估的狗个性特征可以检测到遗传变异。我们确定了几个性状存在显著的遗传变异,包括叼回物品的倾向和对噪音的恐惧,而其他性状的遗传力则小到可以忽略不计。我们还估计了性状之间的遗传相关性;然而,由于标准误相当大,只有少数几对性状产生了具有统计学意义的估计值。基因组分析表明,这些性状主要是多基因的,即单个基因组区域的影响较小,并显示出其中六个性状与染色体的关联。这些性状的多基因性质与之前在其他物种(如小鼠)中的行为遗传学研究一致,并证实需要大型数据集来量化遗传变异并识别影响行为性状的单个基因。