Study / S8B8E0A9A2023-02-15

Sex significantly impacts the function of major depression-linked variants in vivo

Bernard Mulvey, Din Selmanovic, Joseph D. Dougherty

About this study

Genome-wide association studies have discovered blocks of common variants—likely transcriptional-regulatory—associated with major depressive disorder (MDD), though the functional subset and their biological impacts remain unknown. Likewise, why depression occurs in females more frequently than males is unclear. We therefore tested the hypothesis that risk-associated functional variants interact with sex and produce greater impact in female brains. We developed techniques to directly measure regulatory variant activity and sex interactions using massively parallel reporter assays (MPRAs) in the mouse brain in vivo, in a cell type-specific manner, and applied these approaches to measure activity of >1,000 variants from >30 MDD loci. We identified extensive sex-by-allele effects in mature hippocampal neurons, suggesting sex-differentiated impacts of genetic risk may underlie sex bias in disease. Unbiased informatics approaches indicated that functional MDD variants recurrently disrupt a number of transcription factor binding motifs, including those of sex hormone receptors. We confirmed a role for the latter by performing MPRAs in neonatal mice on the day of birth (during a sex-differentiating hormone surge) and hormonally-quiescent juveniles. Our study provides novel insights into the influence of age, biological sex, and cell type on regulatory variant function, and provides a framework for in vivo parallel assays to functionally define interactions between organismal variables like sex and regulatory variation. Moreover, we experimentally demonstrate that a portion the sex differences seen in MDD occurrence may be a product of sex-differentiated effects at associated regulatory variants.

Full author list & citation

Bernard Mulvey, Din Selmanovic, Joseph D. Dougherty. Sex significantly impacts the function of major depression-linked variants in vivo. 2023-02-15. https://doi.org/10.1016/j.biopsych.2023.02.009

Experiments 6

E1A491475

Adult female hippocampal total-RNA MPRA validation cohort

Three additional adult female samples from a pilot of the hippocampal Vglut1-TRAP MPRA were used as a validation cohort. This table preserves the published allelic betaA2 and empirical-p q summaries for total hippocampus, including separate 66-ng and 150-ng technical input analyses and their joint analysis.

AAV-MPRA / in vivo MPRAMousehg19
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E4796B137

Adult mouse Vglut1-positive hippocampal TRAP AAV9 variant MPRA

An AAV9 MPRA library of allelic 126-bp human hg19 sequence inserts was delivered bilaterally to the hippocampus of adult Vglut1-TRAP mice. Anti-eGFP TRAP RNA from Vglut1-positive glutamatergic hippocampal neurons was compared with AAV DNA in male and female animals to estimate allele effects and sex-by-allele interactions.

AAV-MPRA / in vivo MPRAMousehg19
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E5264AFB3

P10 whole-brain in utero AAV9 variant MPRA

The allelic AAV9 MPRA library was delivered intracerebroventricularly in utero at embryonic day 15. Whole brains excluding cerebellum were collected at postnatal day 10, after the hormonally quiescent juvenile transition, and reporter RNA was analyzed in female and male samples.

AAV-MPRA / in vivo MPRAMousehg19
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E7EF7B69E

Adult mouse total hippocampus AAV9 variant MPRA

An AAV9 MPRA library of allelic 126-bp human hg19 sequence inserts was delivered bilaterally to the hippocampus of adult mice. Reporter RNA from total/input hippocampus was compared with AAV DNA in male and female animals to estimate allele effects and sex-by-allele interactions.

AAV-MPRA / in vivo MPRAMousehg19
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E9DA161DE

P0 whole-brain in utero AAV9 variant MPRA

The allelic AAV9 MPRA library was delivered intracerebroventricularly in utero at embryonic day 15. Whole brains excluding cerebellum were collected at postnatal day 0 during the perinatal sex-differentiating hormone surge, and reporter RNA was analyzed in female and male samples.

AAV-MPRA / in vivo MPRAMousehg19
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Raw source data 17 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 17 files (ZIP)Full_oligo_sequences.fastaGSE186346_family.soft.gzGSE186347_family.soft.gzGSE186348_family.soft.gzhg19_coordinates_for_refgenome_sequences_used_in_lib.bedMDD_MPRA_refsheet_to_call_in_mpra4MPRA_092520_hg19-and-hg38.txtMulvey_21_MDD_MPRA_Library_SNP_Annotations.txtNIHMS1900559-supplement-Data_S1.xlsxNIHMS1900559-supplement-Data_S2.xlsxNIHMS1900559-supplement-Data_S3.xlsxNIHMS1900559-supplement-Data_S4.xlsxNIHMS1900559-supplement-Data_S5.xlsxNIHMS1900559-supplement-Supplemental_Text.docxNIHMS1900559-supplement-Table_S1.xlsxNIHMS1900559-supplement-Table_S2.xlsxNIHMS1900559-supplement-Table_S3.xlsxREADME.txt

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