Department of Human Evolutionary Biology, Harvard University, Cambridge, Massachusetts 02138,
Department of Anthropology, Stony Brook University, Stony Brook, New York 11794.
J Neurosci. 2019 Sep 25;39(39):7748-7758. doi: 10.1523/JNEUROSCI.0303-19.2019. Epub 2019 Sep 2.
Humans have bred different lineages of domestic dogs for different tasks such as hunting, herding, guarding, or companionship. These behavioral differences must be the result of underlying neural differences, but surprisingly, this topic has gone largely unexplored. The current study examined whether and how selective breeding by humans has altered the gross organization of the brain in dogs. We assessed regional volumetric variation in MRI studies of 62 male and female dogs of 33 breeds. Neuroanatomical variation is plainly visible across breeds. This variation is distributed nonrandomly across the brain. A whole-brain, data-driven independent components analysis established that specific regional subnetworks covary significantly with each other. Variation in these networks is not simply the result of variation in total brain size, total body size, or skull shape. Furthermore, the anatomy of these networks correlates significantly with different behavioral specialization(s) such as sight hunting, scent hunting, guarding, and companionship. Importantly, a phylogenetic analysis revealed that most change has occurred in the terminal branches of the dog phylogenetic tree, indicating strong, recent selection in individual breeds. Together, these results establish that brain anatomy varies significantly in dogs, likely due to human-applied selection for behavior. Dog breeds are known to vary in cognition, temperament, and behavior, but the neural origins of this variation are unknown. In an MRI-based analysis, we found that brain anatomy covaries significantly with behavioral specializations such as sight hunting, scent hunting, guarding, and companionship. Neuroanatomical variation is not simply driven by brain size, body size, or skull shape, and is focused in specific networks of regions. Nearly all of the identified variation occurs in the terminal branches of the dog phylogenetic tree, indicating strong, recent selection in individual breeds. These results indicate that through selective breeding, humans have significantly altered the brains of different lineages of domestic dogs in different ways.
人类为不同的任务培育了不同品系的家犬,例如狩猎、放牧、守护或陪伴。这些行为差异一定是潜在神经差异的结果,但令人惊讶的是,这个主题尚未得到充分探索。本研究旨在探讨人类的选择性繁殖是否以及如何改变了犬类大脑的大体结构。我们评估了 62 只雄性和雌性 33 个品种犬的 MRI 研究的区域性容积变化。跨品种可见明显的神经解剖差异。这种差异在大脑中呈非随机分布。全脑、数据驱动的独立成分分析表明,特定区域子网彼此显著相关。这些网络的变化不仅仅是总脑大小、总身体大小或颅骨形状变化的结果。此外,这些网络的解剖结构与不同的行为专业化(如视觉狩猎、嗅觉狩猎、守护和陪伴)显著相关。重要的是,系统发育分析表明,大多数变化发生在犬科动物系统发育树的末端分支上,表明个体品种的选择非常强烈且近期。综上所述,这些结果表明犬类的大脑解剖结构存在显著差异,这可能是由于人类为行为选择而导致的。众所周知,犬种在认知、气质和行为方面存在差异,但这种差异的神经起源尚不清楚。在基于 MRI 的分析中,我们发现大脑解剖结构与视觉狩猎、嗅觉狩猎、守护和陪伴等行为专业化显著相关。神经解剖结构的变化不仅仅是由脑大小、身体大小或颅骨形状驱动的,而是集中在特定的区域网络中。几乎所有确定的变化都发生在犬科动物系统发育树的末端分支上,这表明在个别品种中存在强烈的近期选择。这些结果表明,通过选择性繁殖,人类以不同的方式显著改变了不同品系的家犬的大脑。