medRxivGenetic & Genomic MedicinePreprint
Multiple Psychiatric Traits Enriched for Brain Tissues in the Early Postpartum Period
Abstract
BackgroundThe perinatal period is a high-risk time for onset of various psychiatric disorders. However, it is unclear how genetic risk factors for these disorders interact with biological changes associated with pregnancy and postpartum. This study evaluates whether psychiatric genome-wide association study (GWAS) results are enriched within various brain regions across the perinatal period. MethodsTissue-specific enrichment analyses were conducted to estimate the potential impact of GWAS loci on transcriptional changes in the brain across the perinatal period. GWAS summary statistics were obtained for 26 psychiatric phenotypes. RNA-sequencing data was acquired from four brain regions (hypothalamus, hippocampus, cerebellum, and neocortex) in mice at six timepoints (virgin, 14- and 16-days post-conception, and 1-, 3- and 10-days postpartum). ResultsHippocampus and neocortex in the early postpartum period are significantly enriched (q-value < 0.05) for genetic variants associated with schizophrenia (SCZ), bipolar disorder (BD), depressive symptoms, and major depressive disorder with suicidal features. The most significant enrichment occurred in the neocortex for SCZ and BD, peaking at postpartum day 1 (SCZ p-value = 3.85 x 10-8; BD p-value = 6.65 x 10-5). In the hippocampus, BD and SCZ were enriched at postpartum day 1 (SCZ p-value = 3.27 x 10-3; BD p-value = 4.33 x 10-3). No enrichment was observed in cerebellum or hypothalamus for any of the psychiatric traits tested. ConclusionsThe results accord with previous epidemiological studies and provide context in which to interpret GWAS results. Understanding the burden of genetic variants across the perinatal period may help prioritise pathways underlying onset of psychiatric disorders outside of pregnancy and postpartum periods.
- organism: mouse
- assay: bulk RNA-seq
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 0
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
- A genome-wide association study for shared risk across major psychiatric disorders in a nation-wide birth cohort implicates fetal neurodevelopment as a key mediator
Andrew Joseph Schork, Hyejung Won, … Thomas Mears Werge·Nature NeurosciencePeer-reviewed·Jan 28, 2019
- Genes associated with neuropsychiatric disease increase vulnerability to abnormal deep grey matter development
Harriet Cullen, Michelle L. Krishnan, … Anthony David Edwards·bioRxiv·Jun 12, 2018
- Integrating brain methylome with GWAS for psychiatric risk gene discovery
Shizhong Han, Ying Lin, … Andrew E. Jaffe·bioRxiv·Oct 11, 2018
- Linking the genetic structure of neuroanatomical phenotypes with psychiatric disorders
Antoine Auvergne, Nicolas Traut, … Hugues Aschard·bioRxiv·Nov 1, 2023
- Genetic Architecture of Postpartum Psychosis: From Common to Rare Genetic Variation
Seulgi Jung, Madison Caballero, … Behrang Mahjani·Molecular PsychiatryPeer-reviewed·May 14, 2026
- Conditional GWAS analysis identifies putative disorder-specific SNPs for psychiatric disorders
Enda M. Byrne, Zhihong Zhu, … Naomi R. Wray·bioRxiv·Mar 31, 2019