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A hierarchical framework for cortical and subcortical gray-matter parcellation across rodents, primates, and humans

Journal articles
Venkadesh, S; Tian, Y; Linn, W-J; Barrios-Martinez, J; Mansour, H; Cook, J; Schaeffer, DJ; Szczupak, D; Silva, AC; Johnson, GA; Yeh, F-C
Published in: Nature Communications
July 23, 2026

Translational neuroscience requires consistent anatomical frameworks to compare brain organization across species despite differences in size and specialization. Existing atlases are species-specific, limiting cross-species analyses. Here we developed a hierarchical common atlas delineating homologous cortical and subcortical gray matter regions across mouse, rat, marmoset, rhesus macaque, and human, built upon population-averaged minimal deformation templates and uniform tissue segmentation. We validated the atlas using four independent approaches: cross-atlas Dice similarity against established human parcellations, cross-scale containment against species-specific atlases, cross-species geometric consistency of regional positioning, and comparison of independent mouse and marmoset tracer connectivity. A per-region homology confidence index quantifies the strength of each regional assignment. Cross-species tracer comparison revealed a structured gradient of correspondence, with sensorimotor connections showing strong conservation and association connections showing progressive divergence. This freely available atlas provides a unified coordinate system for comparative neuroscience, enabling quantitative evaluation of where cross-species correspondence holds and where species-specific divergence emerges.

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Published In

Nature Communications

DOI

EISSN

2041-1723

Publication Date

July 23, 2026

Publisher

Springer Science and Business Media LLC
 

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Venkadesh, S., Tian, Y., Linn, W.-J., Barrios-Martinez, J., Mansour, H., Cook, J., … Yeh, F.-C. (2026). A hierarchical framework for cortical and subcortical gray-matter parcellation across rodents, primates, and humans. Nature Communications. https://doi.org/10.1038/s41467-026-75837-5
Venkadesh, Siva, Yuhe Tian, Wen-Jieh Linn, Jessica Barrios-Martinez, Harrison Mansour, James Cook, David J. Schaeffer, et al. “A hierarchical framework for cortical and subcortical gray-matter parcellation across rodents, primates, and humans.” Nature Communications, July 23, 2026. https://doi.org/10.1038/s41467-026-75837-5.
Venkadesh S, Tian Y, Linn W-J, Barrios-Martinez J, Mansour H, Cook J, et al. A hierarchical framework for cortical and subcortical gray-matter parcellation across rodents, primates, and humans. Nature Communications. 2026 Jul 23;
Venkadesh, Siva, et al. “A hierarchical framework for cortical and subcortical gray-matter parcellation across rodents, primates, and humans.” Nature Communications, Springer Science and Business Media LLC, July 2026. Crossref, doi:10.1038/s41467-026-75837-5.
Venkadesh S, Tian Y, Linn W-J, Barrios-Martinez J, Mansour H, Cook J, Schaeffer DJ, Szczupak D, Silva AC, Johnson GA, Yeh F-C. A hierarchical framework for cortical and subcortical gray-matter parcellation across rodents, primates, and humans. Nature Communications. Springer Science and Business Media LLC; 2026 Jul 23;

Published In

Nature Communications

DOI

EISSN

2041-1723

Publication Date

July 23, 2026

Publisher

Springer Science and Business Media LLC