School of Anthropology, University of Arizona, Tucson, AZ, USA.
Cognitive Science, University of Arizona, Tucson, AZ, USA.
Anim Cogn. 2020 Sep;23(5):953-964. doi: 10.1007/s10071-020-01400-4. Epub 2020 Jun 10.
Trait heritability is necessary for evolution by both natural and artificial selection, yet we know little about the heritability of cognitive traits. Domestic dogs are a valuable study system for questions regarding the evolution of phenotypic diversity due to their extraordinary intraspecific variation. While previous studies have investigated morphological and behavioral variation across dog breeds, few studies have systematically assessed breed differences in cognition. We integrated data from Dognition.com-a citizen science project on dog cognition-with breed-averaged genetic data from published sources to estimate the among-breed heritability of cognitive traits using mixed models. The resulting dataset included 11 cognitive measures for 1508 adult dogs across 36 breeds. A factor analysis yielded four factors interpreted as reflecting inhibitory control, communication, memory, and physical reasoning. Narrow-sense among-breed heritability estimates-reflecting the proportion of cognitive variance attributable to additive genetic variation-revealed that scores on the inhibitory control and communication factors were highly heritable (inhibitory control: h = 0.70; communication: h = 0.39), while memory and physical reasoning were less heritable (memory: h = 0.17; physical reasoning: h = 0.21). Although the heritability of inhibitory control is partially explained by body weight, controlling for breed-average weight still yields a high heritability estimate (h = 0.50), while other factors are minimally affected. Our results indicate that cognitive phenotypes in dogs covary with breed relatedness and suggest that cognitive traits have strong potential to undergo selection. The highest heritabilities were observed for inhibitory control and communication, both of which are hypothesized to have been altered by domestication.
性状遗传力对于自然选择和人工选择都是必要的,但我们对认知性状的遗传力知之甚少。家犬是研究表型多样性进化的一个有价值的系统,因为它们具有非凡的种内变异。虽然之前的研究已经调查了犬种之间的形态和行为变异,但很少有研究系统地评估认知方面的品种差异。我们整合了来自 Dognition.com 的数据——一个关于犬类认知的公民科学项目——以及来自已发表来源的品种平均遗传数据,使用混合模型估计认知特征的品种间遗传力。最终的数据集包括 36 个品种的 11 项认知测试,涉及 1508 只成年犬。一项因子分析得出了四个因子,可以解释为反映抑制控制、沟通、记忆和物理推理。狭义的品种间遗传力估计——反映了认知变异归因于加性遗传变异的比例——表明抑制控制和沟通因子的得分具有高度遗传性(抑制控制:h=0.70;沟通:h=0.39),而记忆和物理推理的遗传性较低(记忆:h=0.17;物理推理:h=0.21)。虽然抑制控制的遗传力部分可以由体重来解释,但即使控制了品种平均体重,遗传力仍很高(h=0.50),而其他因素的影响则较小。我们的研究结果表明,犬类的认知表型与品种亲缘关系有关,这表明认知特征有很强的选择潜力。最高的遗传力观察到在抑制控制和沟通方面,这两者都被认为是由于驯化而改变的。