Effects of socioeconomic status on adverse pregnancy outcomes: a Mendelian randomisation and mediation analysis

BACKGROUND: Socioeconomic status (SES) is strongly linked to adverse pregnancy outcomes (APOs), but it is unclear whether these associations are causal and involve any mediators. METHODS: We carried out a two-sample Mendelian randomisation (MR) analysis to evaluate the causal links between SES (pre-tax income, educational level, the Townsend Deprivation Index and unemployment) and 15 APOs, including gestational diabetes, gestational hypertension, spontaneous abortion, ectopic pregnancy, postpartum haemorrhage and pre-eclampsia. A two-step MR approach was used to investigate mediation mechanisms via six selected mediators: female adult body mass index (BMI), 25-hydroxyvitamin D levels, Cigarette-Day, anxiety disorders, folic acid and alcohol intake frequency. Causal estimates were obtained using inverse-variance weighted MR, and multiple sensitivity analyses and false discovery rate corrections (FDR) were performed. RESULTS: After FDR correction, we found that higher education level was causally related to gestational diabetes (OR=0.721, 95% CI 0.596 to 0.871), gestational hypertension (OR=0.731, 95% CI 0.620 to 0.862), preterm premature rupture of membranes (OR=0.663, 95% CI 0.524 to 0.838), pre-eclampsia (OR=0.736, 95% CI 0.593 to 0.914), preterm birth (OR=0.759, 95% CI 0.633 to 0.910), spontaneous abortion (OR=0.807, 95% CI 0.703 to 0.927) and ectopic pregnancy (OR=0.675, 95% CI 0.533 to 0.854). BMI mediated the association between education level and gestational diabetes, gestational hypertension and pre-eclampsia, accounting for 60.3%, 50.8% and 54.4% of the total effects, respectively. Cigarette-Day mediated 28.1% of the association with ectopic pregnancy, while alcohol intake frequency explained 42.1% of the association with gestational hypertension. CONCLUSION: Socioeconomic disadvantage has a causal impact on several APOs, particularly through lower educational level. These associations are partly mediated by modifiable behavioural and metabolic factors, underscoring the need for targeted prenatal interventions in populations with low SES.

Authors

Institutions

Publication Details

Journal
Journal of Epidemiology & Community Health
Published
2026-04-03
DOI
https://doi.org/10.1136/jech-2025-225300
Primary Topic
Gestational Diabetes Research and Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Effects of socioeconomic status on adverse pregnancy outcomes: a Mendelian randomisation and mediation analysis

Peilan Jiang, Wenyin Hu, Ning Wang, Xiangxiang Zhang et al.
Journal of Epidemiology & Community Health
Gestational Diabetes Research and Management
article

Effects of socioeconomic status on adverse pregnancy outcomes: a Mendelian randomisation and mediation analysis

Peilan Jiang, Wenyin Hu, Ning Wang, Xiangxiang Zhang, Qiong Yu, Yihan Hao, Mengtong Xie
article en

Abstract

BACKGROUND: Socioeconomic status (SES) is strongly linked to adverse pregnancy outcomes (APOs), but it is unclear whether these associations are causal and involve any mediators. METHODS: We carried out a two-sample Mendelian randomisation (MR) analysis to evaluate the causal links between SES (pre-tax income, educational level, the Townsend Deprivation Index and unemployment) and 15 APOs, including gestational diabetes, gestational hypertension, spontaneous abortion, ectopic pregnancy, postpartum haemorrhage and pre-eclampsia. A two-step MR approach was used to investigate mediation mechanisms via six selected mediators: female adult body mass index (BMI), 25-hydroxyvitamin D levels, Cigarette-Day, anxiety disorders, folic acid and alcohol intake frequency. Causal estimates were obtained using inverse-variance weighted MR, and multiple sensitivity analyses and false discovery rate corrections (FDR) were performed. RESULTS: After FDR correction, we found that higher education level was causally related to gestational diabetes (OR=0.721, 95% CI 0.596 to 0.871), gestational hypertension (OR=0.731, 95% CI 0.620 to 0.862), preterm premature rupture of membranes (OR=0.663, 95% CI 0.524 to 0.838), pre-eclampsia (OR=0.736, 95% CI 0.593 to 0.914), preterm birth (OR=0.759, 95% CI 0.633 to 0.910), spontaneous abortion (OR=0.807, 95% CI 0.703 to 0.927) and ectopic pregnancy (OR=0.675, 95% CI 0.533 to 0.854). BMI mediated the association between education level and gestational diabetes, gestational hypertension and pre-eclampsia, accounting for 60.3%, 50.8% and 54.4% of the total effects, respectively. Cigarette-Day mediated 28.1% of the association with ectopic pregnancy, while alcohol intake frequency explained 42.1% of the association with gestational hypertension. CONCLUSION: Socioeconomic disadvantage has a causal impact on several APOs, particularly through lower educational level. These associations are partly mediated by modifiable behavioural and metabolic factors, underscoring the need for targeted prenatal interventions in populations with low SES.

Journal of Epidemiology & Community Health
Jilin University (CN)
No poverty
Openalex Percentile: Top 26%
Gestational Diabetes Research and Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.