TY - JOUR
T1 - Single-Nuclei RNA Sequencing of 5 Regions of the Human Prenatal Brain Implicates Developing Neuron Populations in Genetic Risk for Schizophrenia
AU - Cameron, Darren
AU - Mi, Da
AU - Vinh, Ngoc Nga
AU - Webber, Caleb
AU - Li, Meng
AU - Marín, Oscar
AU - O'Donovan, Michael C.
AU - Bray, Nicholas J.
N1 - Funding Information:
This work was supported by a project grant (Grant No. MR/T002379/1 ) and Centre grant (Grant No. MR/L010305/1 ) from the Medical Research Council (UK).
Funding Information:
The human fetal material was provided by the Joint MRC / Wellcome Trust (Grant No. 099175/Z/12/Z ) Human Developmental Biology Resource ( http://www.hdbr.org ).
Funding Information:
This work was supported by a project grant (Grant No. MR/T002379/1) and Centre grant (Grant No. MR/L010305/1) from the Medical Research Council (UK). We thank Dr. Joanne Morgan for assistance with sequencing. The human fetal material was provided by the Joint MRC/Wellcome Trust (Grant No. 099175/Z/12/Z) Human Developmental Biology Resource (http://www.hdbr.org). NJB and MCO have received a research award from Takeda Pharmaceutical Company Ltd. unrelated to this work. All other authors report no biomedical financial interests or potential conflicts of interest. Data Access Statement: Gene expression specificity values for each cell population are provided in Supplemental tables. The gene expression matrix for each assayed brain region is provided through a publicly accessible figshare repository: https://figshare.com/articles/dataset/11629311. Single-nuclei RNA-Seq FASTQ files are available through the European Genome-Phenome Archive (https://ega-archive.org) under study accession EGAS00001006537.
Publisher Copyright:
© 2022 Society of Biological Psychiatry
PY - 2022
Y1 - 2022
N2 - Background: While a variety of evidence supports a prenatal component in schizophrenia, there are few data regarding the cell populations involved. We sought to identify cells of the human prenatal brain mediating genetic risk for schizophrenia by integrating cell-specific gene expression measures generated through single-nuclei RNA sequencing with recent large-scale genome-wide association study (GWAS) and exome sequencing data for the condition. Methods: Single-nuclei RNA sequencing was performed on 5 brain regions (frontal cortex, ganglionic eminence, hippocampus, thalamus, and cerebellum) from 3 fetuses from the second trimester of gestation. Enrichment of schizophrenia common variant genetic liability and rare damaging coding variation was assessed in relation to gene expression specificity within each identified cell population. Results: Common risk variants were prominently enriched within genes with high expression specificity for developing neuron populations within the frontal cortex, ganglionic eminence, and hippocampus. Enrichments were largely independent of genes expressed in neuronal populations of the adult brain that have been implicated in schizophrenia through the same methods. Genes containing an excess of rare damaging variants in schizophrenia had higher expression specificity for developing glutamatergic neurons of the frontal cortex and hippocampus that were also enriched for common variant liability. Conclusions: We found evidence for a distinct contribution of prenatal neuronal development to genetic risk for schizophrenia, involving specific populations of developing neurons within the second-trimester fetal brain. Our study significantly advances the understanding of the neurodevelopmental origins of schizophrenia and provides a resource with which to investigate the prenatal antecedents of other psychiatric and neurologic disorders.
AB - Background: While a variety of evidence supports a prenatal component in schizophrenia, there are few data regarding the cell populations involved. We sought to identify cells of the human prenatal brain mediating genetic risk for schizophrenia by integrating cell-specific gene expression measures generated through single-nuclei RNA sequencing with recent large-scale genome-wide association study (GWAS) and exome sequencing data for the condition. Methods: Single-nuclei RNA sequencing was performed on 5 brain regions (frontal cortex, ganglionic eminence, hippocampus, thalamus, and cerebellum) from 3 fetuses from the second trimester of gestation. Enrichment of schizophrenia common variant genetic liability and rare damaging coding variation was assessed in relation to gene expression specificity within each identified cell population. Results: Common risk variants were prominently enriched within genes with high expression specificity for developing neuron populations within the frontal cortex, ganglionic eminence, and hippocampus. Enrichments were largely independent of genes expressed in neuronal populations of the adult brain that have been implicated in schizophrenia through the same methods. Genes containing an excess of rare damaging variants in schizophrenia had higher expression specificity for developing glutamatergic neurons of the frontal cortex and hippocampus that were also enriched for common variant liability. Conclusions: We found evidence for a distinct contribution of prenatal neuronal development to genetic risk for schizophrenia, involving specific populations of developing neurons within the second-trimester fetal brain. Our study significantly advances the understanding of the neurodevelopmental origins of schizophrenia and provides a resource with which to investigate the prenatal antecedents of other psychiatric and neurologic disorders.
KW - Gene expression
KW - Genetic
KW - Genome-wide association study (GWAS)
KW - Neurodevelopment
KW - Schizophrenia
KW - Single-nuclei RNA sequencing
UR - http://www.scopus.com/inward/record.url?scp=85138547891&partnerID=8YFLogxK
U2 - 10.1016/j.biopsych.2022.06.033
DO - 10.1016/j.biopsych.2022.06.033
M3 - Article
AN - SCOPUS:85138547891
SN - 0006-3223
JO - Biological psychiatry
JF - Biological psychiatry
ER -