American Journal of PsychiatryNeurosciencePeer-reviewed journal article
Transcriptomic analysis of the human habenula in schizophrenia
Ege A YalcinbasiD, Bukola AjanakuiD, Erik D. NelsoniD, Renee Garcia-FloresiD, Nicholas J. EaglesiD, Kelsey D. MontgomeryiD, Joshua M. Stolz, Joshua H. WuiD, Heena R. DivechaiD, Atharv ChandraiD, Rahul A. BharadwajiD, Svitlana V. BachiD, Anandita Rajpurohit, Ran TaoiD, Geo M. PerteaiD, Joo Heon ShiniD, Joel E. KleinmaniD, Thomas M. HydeiD, Daniel R. WeinbergeriD, Louise A. Huuki-MyersiD, Leonardo Collado‐TorresiD, Kristen R. MaynardiD
- Citations
- 9
- FWCI
- 4.05
- Field percentile
- top 5%
Abstract
Pathophysiology of many neuropsychiatric disorders, including schizophrenia (SCZD), is linked to habenula (Hb) function. While pharmacotherapies and deep brain stimulation targeting the Hb are emerging as promising therapeutic treatments, little is known about the cell type-specific transcriptomic organization of the human Hb or how it is altered in SCZD. Here we define the molecular neuroanatomy of the human Hb and identify transcriptomic changes in individuals with SCZD compared to neurotypical controls. Utilizing Hb-enriched postmortem human brain tissue, we performed single nucleus RNA-sequencing (snRNA-seq; n=7 neurotypical donors) and identified 17 molecularly defined Hb cell types across 16,437 nuclei, including 3 medial and 7 lateral Hb populations, several of which were conserved between rodents and humans. Single molecule fluorescent in situ hybridization (smFISH; n=3 neurotypical donors) validated snRNA-seq Hb cell types and mapped their spatial locations. Bulk RNA-sequencing and cell type deconvolution in Hb-enriched tissue from 35 individuals with SCZD and 33 neurotypical controls yielded 45 SCZD-associated differentially expressed genes (DEGs, FDR < 0.05), with 32 (71%) unique to Hb-enriched tissue. eQTL analysis identified 717 independent SNP-gene pairs (FDR < 0.05), where either the SNP is a SCZD risk variant (16 pairs) or the gene is a SCZD DEG (7 pairs). eQTL and SCZD risk colocalization analysis identified 16 colocalized genes. These results identify topographically organized cell types with distinct molecular signatures in the human Hb and demonstrate unique genetic changes associated with SCZD, thereby providing novel molecular insights into the role of Hb in neuropsychiatric disorders. One Sentence SummaryTranscriptomic analysis of the human habenula and identification of molecular changes associated with schizophrenia risk and illness state.
- organism: human
- assay: scRNA-seq
- assay: bulk RNA-seq
- assay: spatial transcriptomics
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- approach: matrix factorization
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.
Related papers
- Single-nuclei transcriptomics of schizophrenia prefrontal cortex primarily implicates neuronal subtypes
Benjamin C. Reiner, Richard C. Crist, … Wade H. Berrettini·bioRxiv·Jul 29, 2020
- Multi-omic spatial mapping of the human habenula defines the molecular and anatomical organization of medial and lateral subregions
Kelsey D. Montgomery, Jonathan M. Werner, … Kristen R. Maynard·bioRxiv·Oct 10, 2026
- Transcriptomic and genetic analysis suggests a role for mitochondrial dysregulation in schizophrenia
Lisa Bast, Shuyang Yao, … Jens Hjerling‐Leffler·medRxiv·Mar 14, 2025
- Cell group analysis reveals changes in upper-layer neurons associated with schizophrenia
Rujia Dai, Lulu Chen, … Chunyu Liu·bioRxiv·Oct 22, 2020
- Regional heterogeneity in gene expression, regulation and coherence in hippocampus and dorsolateral prefrontal cortex across development and in schizophrenia
Leonardo Collado‐Torres, Emily E. Burke, … Andrew E. Jaffe·NeuronPeer-reviewed·Jun 4, 2019
- Transcriptomics and proteomics of projection neurons in a circuit linking hippocampus with dorsolateral prefrontal cortex in the human brain
Christopher Borcuk, Rahul A. Bharadwaj, … Giulio Pergola·bioRxiv·Jun 12, 2024