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Unravelling symptom-specific polygenic effects on maternal mental health during the perinatal period and postpartum

2025· article· en· 0 citations· W4413993759 on OpenAlex· 10.1016/j.jad.2025.120228

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A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

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All three models called this out of scope.

stratum: fund_new · design weight: 1678.90 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Polygenic score analysis of maternal mental health symptoms; a substantive genetics question.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

The study investigates genetic associations with maternal mental-health symptoms.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Genetic epidemiology of maternal mental health symptoms; clinical/psychiatric genetics object, not metaresearch.

Abstract

BACKGROUND: While genetic factors are important influences on maternal mental health, few studies have used symptom-level analyses to examine how genetic liability is related to the experience of specific mental health problems in mothers. A symptom-level approach can account for disorder heterogeneity and delineate key associations between genetic liabilities and mental health. METHODS: Three waves of data (30 weeks of gestation, 6 and 18 months postpartum) from the Norwegian Mother, Father and Child Cohort Study (MoBa) were used to assess item-level associations between genetic liabilities to depression, anxiety, neuroticism and positive affect, and maternal mental health phenotypes (i.e., symptoms of anxiety, depression, positive and negative affect) using a network analysis approach. Sample sizes ranged from 46,537 to 59,308 mothers. RESULTS: PGSs exhibited both phenotype-specific associations (e.g., depression PGS linked with hopelessness, anxiety PGS linked with worry) and cross-phenotype (e.g., depression PGS linked with nervousness, positive affect PGS inversely related to anxiety and depressive symptoms) relationships, with partial correlations ranging between r = -0.025 and r = 0.024. Some PGS-phenotype associations were consistent (e.g., depression PGS linked with feeling like screaming or banging on something across all waves) and others inconsistent (e.g., anxiety PGS linked with nervousness only at 6 months postpartum) across the perinatal and postpartum periods. CONCLUSIONS: Our findings highlight symptom-level associations between PGSs and maternal mental health, which may be obscured when global measures of mental health (e.g., overall scores) are used. Identifying symptom-specific PGS associations could advance current understanding of aetiological influences on maternal mental health.

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The record

Venue
Journal of Affective Disorders
Topic
Maternal Mental Health During Pregnancy and Postpartum
Field
Medicine
Canadian institutions
Funders
Norwegian Institute of Public HealthHelse Sør-Øst RHFUtdannings- og forskningsdepartementetNorges ForskningsrådNovo Nordisk FondenUniversitetet i OsloUniversitetet i BergenNordForskEnergy Council of CanadaRéseau de cancérologie RossyHelse VestHelse- og OmsorgsdepartementetTrond Mohn stiftelseStiftelsen Kristian Gerhard Jebsen
Keywords
Perinatal periodPostpartum periodMental healthPeriod (music)PsychiatryPregnancyMedicinePsychologyBiologyGenetics
Has abstract in OpenAlex
yes