The American journal of psychiatry · 2025
Transcriptomic Analysis of the Human Habenula in Schizophrenia.
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Yalcinbas Ege A, Ajanaku Bukola, Nelson Erik D, Garcia-Flores Renee, Eagles Nicholas J, Montgomery Kelsey D, Stolz Joshua M, Wu Joshua, Divecha Heena R, Chandra Atharv, Bharadwaj Rahul A, Bach Svitlana V, Rajpurohit Anandita, Tao Ran, Pertea Geo, Shin Joo-Heon, Kleinman Joel E, Hyde Thomas M, Weinberger Daniel R, Huuki-Myers Louise A, Collado-Torres Leonardo, Maynard Kristen R
Аннотация
OBJECTIVE: The objective of this study was to define the molecular neuroanatomy of the human habenula (Hb) and identify transcriptomic differences between brains of individuals with schizophrenia and nonpsychiatric control brains.
METHODS: This study utilized Hb-enriched postmortem human brain tissue. Single-nucleus RNA sequencing (snRNA-seq) was conducted to identify molecularly defined Hb cell types (N=7 donors), and single-molecule fluorescent in situ hybridization (smFISH) was performed to validate cell types and map their spatial locations (N=5 independent donors). Bulk RNA sequencing (RNA-seq) (schizophrenia, N=35; nonpsychiatric control, N=33) and cell type deconvolution were used to identify differentially expressed genes (DEGs), which were then compared to dorsolateral prefrontal cortex, hippocampus, and caudate schizophrenia DEGs. Expression quantitative trait loci (eQTLs) and schizophrenia risk colocalization analyses were performed.
RESULTS: snRNA-seq identified 17 cell type clusters across 16,437 nuclei, including three medial and seven lateral Hb populations, several of which were conserved in rodents. smFISH validated snRNA-seq Hb cell types and depicted their spatial organization. Bulk RNA-seq analyses yielded 173 schizophrenia-associated DEGs (false discovery rate<0.1), of which 129 (75%) were unique to Hb-enriched tissue. eQTL analysis identified 717 independent single-nucleotide polymorphism (SNP)-gene pairs (false discovery rate<0.05). Of these, 16 pairs included a SNP that is a schizophrenia risk variant, and seven different pairs included a schizophrenia DEG. eQTL and schizophrenia risk colocalization analysis identified 16 colocalized genes, nine of which have not been previously identified.
CONCLUSIONS: These results identify topographically organized cell types with distinct molecular signatures in the human habenula and demonstrate unique genetic differences associated with schizophrenia, thereby providing novel molecular insights into the role of the habenula in neuropsychiatric disorders.
METHODS: This study utilized Hb-enriched postmortem human brain tissue. Single-nucleus RNA sequencing (snRNA-seq) was conducted to identify molecularly defined Hb cell types (N=7 donors), and single-molecule fluorescent in situ hybridization (smFISH) was performed to validate cell types and map their spatial locations (N=5 independent donors). Bulk RNA sequencing (RNA-seq) (schizophrenia, N=35; nonpsychiatric control, N=33) and cell type deconvolution were used to identify differentially expressed genes (DEGs), which were then compared to dorsolateral prefrontal cortex, hippocampus, and caudate schizophrenia DEGs. Expression quantitative trait loci (eQTLs) and schizophrenia risk colocalization analyses were performed.
RESULTS: snRNA-seq identified 17 cell type clusters across 16,437 nuclei, including three medial and seven lateral Hb populations, several of which were conserved in rodents. smFISH validated snRNA-seq Hb cell types and depicted their spatial organization. Bulk RNA-seq analyses yielded 173 schizophrenia-associated DEGs (false discovery rate<0.1), of which 129 (75%) were unique to Hb-enriched tissue. eQTL analysis identified 717 independent single-nucleotide polymorphism (SNP)-gene pairs (false discovery rate<0.05). Of these, 16 pairs included a SNP that is a schizophrenia risk variant, and seven different pairs included a schizophrenia DEG. eQTL and schizophrenia risk colocalization analysis identified 16 colocalized genes, nine of which have not been previously identified.
CONCLUSIONS: These results identify topographically organized cell types with distinct molecular signatures in the human habenula and demonstrate unique genetic differences associated with schizophrenia, thereby providing novel molecular insights into the role of the habenula in neuropsychiatric disorders.