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Previous studies have mainly examined relative brain size, but a comprehensive understanding of brain diversity requires the investigation of other aspects of their neuroanatomy. Here, we obtained primarily post-mortem brain scans from 26 species of the order Carnivora, spanning across eight families with diverse representatives and including additional individuals for selected species, to create the largest carnivoran brain collection to date. We reconstructed their cortical surfaces and examined neocortical sulcal anatomy to establish a framework for systematic interspecies comparisons, revealing distinct regional variations in sulcal anatomy, potentially related to the species\u2019 behaviour and ecology. Arctoidea species with pronounced forepaw dexterity exhibited complex sulcal configurations in the presumed somatosensory cortex but low sulcal complexity in the presumed visual and auditory occipitotemporal cortex. Canidae had the largest number of unique major sulci, including one in the occipital cortex and highly social canids featuring an additional frontal cortex sulcus. We also observed differentially complex occipitotemporal sulcal patterns in Felidae and Canidae, indicative of changes in auditory and visual areas that may be related to foraging strategies and social behaviour. In conclusion, this study presents an inventory of the sulcal anatomy of a number of rarely studied carnivoran brains including detailed digital atlases and establishes a framework and novel avenues for further investigations employing a variety of neuroimaging modalities to reveal more about carnivoran brain diversity.<\/jats:p>","DOI":"10.7554\/elife.100851","type":"journal-article","created":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T07:25:43Z","timestamp":1730359543000},"update-policy":"https:\/\/doi.org\/10.7554\/elife.100851","source":"Crossref","is-referenced-by-count":3,"title":["Between-species variation in neocortical sulcal anatomy of the carnivoran brain"],"prefix":"10.7554","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3627-5180","authenticated-orcid":true,"given":"Magdalena","family":"Boch","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/052gg0110","id-type":"ROR","asserted-by":"publisher"}],"name":"Oxford University Centre 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