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Published on: January 16, 2026
The evolution of encephalization in caniform carnivorans.
John A Finarelli1, John J Flynn
1Committee on Evolutionary Biology, The University of Chicago, 1025 E. 57th St., Chicago, Illinois 60637, USA. johnf@uchicago.edu
A new model accurately estimates fossil carnivoran brain volumes, revealing significantly lower encephalization quotients (EQs) in early caniforms compared to modern species. Brain size increased gradually throughout their evolution, particularly around the Miocene-Pliocene transition.
Area of Science:
- Paleontology
- Evolutionary Biology
- Comparative Anatomy
Background:
- Estimating fossil endocranial volume (brain size) is crucial for understanding evolutionary trends.
- Existing models for extant (living) species may not accurately apply to extinct taxa.
- The mammalian order Carnivora, particularly the suborder Caniformia, offers a rich fossil record for evolutionary study.
Purpose of the Study:
- To validate a weighted-average model for estimating endocranial volume in fossil carnivorans.
- To expand the dataset of fossil taxa with known brain volumes within Caniformia.
- To comprehensively assess the evolution of relative brain size (encephalization) across Caniformia.
Main Methods:
- A weighted-average model, validated on extant Carnivora, was applied to fossil taxa.
- Endocranial volumes were estimated and compared to known endocast volumes for fossil and extant species.
- Allometry of brain volume to body mass was calculated, and log-transformed encephalization quotients (logEQs) were computed for extant and fossil taxa.
Main Results:
- The model accurately estimated endocranial volumes for diverse fossil carnivorans, including crown and stem taxa.
- The study expanded the number of Caniformia with estimated brain volumes from 11 to 60 taxa.
- Early caniforms exhibited significantly lower median logEQs than extant taxa, with a notable shift around the Miocene-Pliocene boundary.
Conclusions:
- The weighted-average model is reliable for estimating endocranial volumes in fossil carnivorans.
- Relative brain size in Caniformia has increased gradually over evolutionary time, with parallel increases across major clades.
- The extinct family Amphicyonidae shows unique brain-to-body size scaling patterns potentially due to specific allometry.
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