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Connecting genomic results for psychiatric disorders to human brain cell types and regions reveals convergence with functional connectivity

Authors :
Shuyang Yao
Arvid Harder
Fahimeh Darki
Yu-Wei Chang
Ang Li
Kasra Nikouei
Giovanni Volpe
Johan N. Lundström
Jian Zeng
Naomi R. Wray
Yi Lu
Patrick F. Sullivan
Jens Hjerling-Leffler
Source :
Nature Communications, Vol 16, Iss 1, Pp 1-18 (2025)
Publication Year :
2025
Publisher :
Nature Portfolio, 2025.

Abstract

Abstract Identifying cell types and brain regions critical for psychiatric disorders and brain traits is essential for targeted neurobiological research. By integrating genomic insights from genome-wide association studies with a comprehensive single-cell transcriptomic atlas of the adult human brain, we prioritized specific neuronal clusters significantly enriched for the SNP-heritabilities for schizophrenia, bipolar disorder, and major depressive disorder along with intelligence, education, and neuroticism. Extrapolation of cell-type results to brain regions reveals the whole-brain impact of schizophrenia genetic risk, with subregions in the hippocampus and amygdala exhibiting the most significant enrichment of SNP-heritability. Using functional MRI connectivity, we further confirmed the significance of the central and lateral amygdala, hippocampal body, and prefrontal cortex in distinguishing schizophrenia cases from controls. Our findings underscore the value of single-cell transcriptomics in understanding the polygenicity of psychiatric disorders and suggest a promising alignment of genomic, transcriptomic, and brain imaging modalities for identifying common biological targets.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
16
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.6d67c95fc646426d94aef8c8ddfb2929
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-024-55611-1