Nature Neuroscience · 2025 · 48 citations · 39 references
Life SciencesNeurosciencePsychiatryCellular NeuroscienceMolecular NeuroscienceNeuropsychiatryMental IllnessMolecular NeurogeneticsNeurodegenerative DiseasesNeurodegenerative DisordersNeuronal Cell TypesPsychiatric GeneticsBipolar Disorder AssociationHierarchical Cell Type ClassificationMedium Spiny NeuronsNeuronal Cell Type TranscriptomicsPsychiatric GenomicsSchizophrenia GeneticsSubcortical Structures
Psychiatric disorders are multifactorial and effective treatments are lacking. Probable contributing factors to the challenges in therapeutic development include the complexity of the human brain and the high polygenicity of psychiatric disorders. Combining well-powered genome-wide and brain-wide genetics and transcriptomics analyses can deepen our understanding of the etiology of psychiatric disorders. Here, we leverage two landmark resources to infer the cell types involved in the etiology of schizophrenia, other psychiatric disorders and informative comparison of brain phenotypes. We found both cortical and subcortical neuronal associations for schizophrenia, bipolar disorder and depression. These cell types included somatostatin interneurons, excitatory neurons from the retrosplenial cortex and eccentric medium spiny-like neurons from the amygdala. In contrast we found T cell and B cell associations with multiple sclerosis and microglial associations with Alzheimer's disease. We provide a framework for a cell-type-based classification system that can lead to drug repurposing or development opportunities and personalized treatments. This work formalizes a data-driven, cellular and molecular model of complex brain disorders.
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An integrated map of genetic variation from 1,092 human genomes
Biological insights from 108 schizophrenia-associated genetic loci
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