ArticleBiology letters2024
Breed function and behaviour correlate with endocranial volume in domestic dogs.
Article in Biology letters, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
3 citing papers in PubMed.
- Image feature embedding with a deep learning framework improves genome-wide association studies on dog endophenotypes.Science advances · 2026Article
- Investigating gray matter volumes in idiopathic epileptic Border Collies and Greater Swiss Mountain Dogs using voxel-based morphometry.Frontiers in veterinary science · 2026Article
- Breed function and behaviour correlate with endocranial volume in domestic dogs.Biology letters · 2024Article
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Authors and funding
6 authors.
Funding
Abstract
Domestic dogs display a remarkable diversity of functions, morphologies and cognitive abilities. Using data from 1682 dogs representing 172 breeds, we tested for variation in relative endocranial volume (REV), a proxy for brain size and a basic measure of cognitive ability, in relation to breed function, phylogenetic classification, cranial shape, cooperative behaviour and temperament. Function, body size, phylogenetic clade and cranial shape correlate with REV. Toy dogs, functioning mainly as companions, have the largest endocranial volumes relative to their body size. Working dogs, bred to perform complex human-assistance skills and reportedly possessing higher cognitive abilities, have the smallest. Our results thus show that complex skills and cooperative behaviour-a hallmark of social cognition-do not predict larger REV in dogs. However, REV increases with fear and aggression, attention-seeking and separation anxiety and decreases with trainability. Significant correlations between REV and behavioural traits underscore the evolutionary plasticity of mammalian brain size under domestication and artificial selection and provide support for hypotheses linking the modulation of fear and aggression to brain size change under domestication.
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Registered trials
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