Comparative mapping of functional and structural homologies in the pig and human brain

Comparative mapping of functional and structural homologies across humans, small animals, and nonhuman primates has been extensively pursued due to its strong translational relevance. However, these experimental models possess inherent limitations in fully recapitulating the complexity of human cortical organization. The porcine model has recently emerged as a promising alternative, given its neuroanatomical and physiological similarities to the human brain. Despite these advantages, systematic cross-species characterization of functional and structural homologies between humans and pigs remains largely understudied. In the present study, we acquired resting-state functional MRI and diffusion MRI data from pigs and analyzed them alongside corresponding human datasets to investigate cross-species correspondence in large-scale brain organization. First, to enhance functional network alignment across species, group independent component analysis was performed separately within each species to identify intrinsic large-scale functional networks. Our results demonstrated that multiple canonical human resting-state networks are represented in the porcine brain, including sensorimotor, default mode, cerebellar, frontal, and central executive networks. Moreover, we observed significant cross-species concordance in intrinsic functional architecture across multiple distributed networks, both in spatial distribution and temporal patterns, indicating homologous large-scale brain organization between pigs and humans. Second, we conducted comparative structural analyses using diffusion MRI-based fiber tractography, color-encoded fractional anisotropy maps, and structural connectivity analyses to examine and compare white matter organization in pigs and humans. Cross-species comparison revealed substantial similarities in major white matter pathways and their spatial organization, supporting structural correspondence at the level of tract geometry. Together, these findings underscore the translational value of the porcine model as a robust and neurobiologically relevant platform for investigating human brain function, structural organization, and related neurological disorders.

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Publication Details

Journal
Communications Biology
Published
2026-09-21
DOI
https://doi.org/10.1038/s42003-026-10974-7
Primary Topic
Functional Brain Connectivity Studies
Type
article
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article

Comparative mapping of functional and structural homologies in the pig and human brain

Erin E. Kaiser, Qun Chao Zhao, Sydney E. Sneed, Vince D. Calhoun et al.
Communications Biology
Functional Brain Connectivity Studies
article

Comparative mapping of functional and structural homologies in the pig and human brain

Erin E. Kaiser, Qun Chao Zhao, Sydney E. Sneed, Vince D. Calhoun, Ishfaque Ahmed, Qiang Li, Morgan H Laballe, Moria F. Taber, Franklin D. West
article en

Abstract

Comparative mapping of functional and structural homologies across humans, small animals, and nonhuman primates has been extensively pursued due to its strong translational relevance. However, these experimental models possess inherent limitations in fully recapitulating the complexity of human cortical organization. The porcine model has recently emerged as a promising alternative, given its neuroanatomical and physiological similarities to the human brain. Despite these advantages, systematic cross-species characterization of functional and structural homologies between humans and pigs remains largely understudied. In the present study, we acquired resting-state functional MRI and diffusion MRI data from pigs and analyzed them alongside corresponding human datasets to investigate cross-species correspondence in large-scale brain organization. First, to enhance functional network alignment across species, group independent component analysis was performed separately within each species to identify intrinsic large-scale functional networks. Our results demonstrated that multiple canonical human resting-state networks are represented in the porcine brain, including sensorimotor, default mode, cerebellar, frontal, and central executive networks. Moreover, we observed significant cross-species concordance in intrinsic functional architecture across multiple distributed networks, both in spatial distribution and temporal patterns, indicating homologous large-scale brain organization between pigs and humans. Second, we conducted comparative structural analyses using diffusion MRI-based fiber tractography, color-encoded fractional anisotropy maps, and structural connectivity analyses to examine and compare white matter organization in pigs and humans. Cross-species comparison revealed substantial similarities in major white matter pathways and their spatial organization, supporting structural correspondence at the level of tract geometry. Together, these findings underscore the translational value of the porcine model as a robust and neurobiologically relevant platform for investigating human brain function, structural organization, and related neurological disorders.

Communications Biology
Georgia Institute of Technology (US), Emory University (US), University of Georgia (US), Georgia State University (US), Center for Translational Research in Neuroimaging and Data Science (US)
Zero hunger
Openalex Percentile: Top 9%
Functional Brain Connectivity Studies
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