A hierarchical atlas of the human cerebellum for functional precision mapping

The human cerebellum is activated by a wide variety of cognitive and motor tasks. Previous functional atlases have relied on single task-based or resting-state fMRI datasets. Here, we present a functional atlas that integrates information from seven large-scale datasets, outperforming existing group atlases. The atlas has three further advantages. First, the atlas allows for precision mapping in individuals: the integration of the probabilistic group atlas with an individual localizer scan results in a marked improvement in prediction of individual boundaries. Second, we provide both asymmetric and symmetric versions of the atlas. The symmetric version, which is obtained by constraining the boundaries to be the same across hemispheres, is especially useful in studying functional lateralization. Finally, the regions are hierarchically organized across three levels, allowing analyses at the appropriate level of granularity. Overall, the present atlas is an important resource for the study of the interdigitated functional organization of the human cerebellum in health and disease.

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Publication Details

Journal
Nature Communications
Published
2024-09-27
DOI
https://doi.org/10.1038/s41467-024-52371-w
Citations
67
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
22.28

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article

A hierarchical atlas of the human cerebellum for functional precision mapping

Noam Saadon‐Grosman, Caroline Nettekoven, Jörn Diedrichsen, Randy L. Buckner et al.
67 citations
Nature Communications
Functional Brain Connectivity Studies
22.28
article

A hierarchical atlas of the human cerebellum for functional precision mapping

Noam Saadon‐Grosman, Caroline Nettekoven, Jörn Diedrichsen, Randy L. Buckner, Ana Lúısa Pinho, Ladan Shahshahani, Da Zhi
article en
67 citations

Abstract

The human cerebellum is activated by a wide variety of cognitive and motor tasks. Previous functional atlases have relied on single task-based or resting-state fMRI datasets. Here, we present a functional atlas that integrates information from seven large-scale datasets, outperforming existing group atlases. The atlas has three further advantages. First, the atlas allows for precision mapping in individuals: the integration of the probabilistic group atlas with an individual localizer scan results in a marked improvement in prediction of individual boundaries. Second, we provide both asymmetric and symmetric versions of the atlas. The symmetric version, which is obtained by constraining the boundaries to be the same across hemispheres, is especially useful in studying functional lateralization. Finally, the regions are hierarchically organized across three levels, allowing analyses at the appropriate level of granularity. Overall, the present atlas is an important resource for the study of the interdigitated functional organization of the human cerebellum in health and disease.

Nature CommunicationsVol. 15(1)
Western University (CA), Harvard University Press (US)
Canada First Research Excellence Fund, Canadian Institutes of Health Research, Natural Sciences and Engineering Research Council of Canada, National Institute of Mental Health, CIHR Skin Research Training Centre
Openalex Percentile: Top 0%
Functional Brain Connectivity Studies
22.28
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