Sign in
Genetic & Genomic MedicinemedRxiv
Preprint

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

Shuyang YaoiD, Arvid HarderiD, Fahimeh DarkiiD, Yu-Wei ChangiD, Ang LiiD, Kasra NikoueiiD, Giovanni VolpeiD, Johan N. LundströmiD, Jian ZengiD, Naomi R. WrayiD, Yi LuiD, Patrick F. SullivaniD, Jens Hjerling‐LeffleriD

Abstract

Understanding the temporal and spatial brain locations etiological for psychiatric disorders is essential for targeted neurobiological research. Integration of genomic insights from genome-wide association studies with single-cell transcriptomics is a powerful approach although past efforts have necessarily relied on mouse atlases. Leveraging a comprehensive atlas of the adult human brain, we prioritized cell types via the enrichment of SNP-heritabilities for brain diseases, disorders, and traits, progressing from individual cell types to brain regions. Our findings highlight 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 important patterns for schizophrenia with distinct subregions in the hippocampus and amygdala exhibiting the highest significance. Cerebral cortical regions display similar enrichments despite the known prefrontal dysfunction in those with schizophrenia highlighting the importance of subcortical connectivity. Using functional MRI connectivity from cases with schizophrenia and neurotypical controls, we identified brain networks that distinguished cases from controls that also confirmed involvement of the central and lateral amygdala, hippocampal body, and prefrontal cortex. Our findings underscore the value of single-cell transcriptomics in decoding the polygenicity of psychiatric disorders and offer a promising convergence of genomic, transcriptomic, and brain imaging modalities toward common biological targets.

PDFDOI

02 /Specification & Classification

Click any tag to browse matching papers

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISOlislagers '21Nie '24Roelfs '24Hu '20Reiner '20Skene '18
73% semantic matchGenomics
Mitchell Olislagers, Koen Rademaker, Roger A.H. Adan+2 more·Molecular Psychiatry·Nov 1, 2021· 23 citations