The association of risk factors, circulatory biomarkers and antihypertensive medications with preeclampsia: a Mendelian randomisation analysis

Abstract Background While many risk factors for pre-eclampsia (PE) have been identified, their causal role and the potential preventive effects of specific antihypertensive drug classes remain unclear. Methods We examined the potential causal effect of 22 risk factors and two genetically proxied antihypertensive drugs (Beta-blockers and Calcium channel blockers) on PE development and its two related conditions, PE-HTP (PE or other maternal hypertension) and PE-SGA (PE or delivery of a small for gestational age neonate). Using summary statistics from published genome-wide association studies, we employed two-sample Mendelian randomization (MR) using Wald ratio or inverse variance weighted. MR Egger, weighted median and MR-PRESSO (Pleiotropy RESidual Sum and Outlier), Multivariable MR (MVMR) and Bayesian colocalization analyses were performed where appropriate. Results Maternal body mass index (BMI), systolic blood pressure (SBP) and diastolic BP (DBP) were significantly associated with all PE outcomes. Higher BMI was associated with increased risk of PE (Odds ratio (OR) = 1.50, P = 1.58 × 10⁻⁸), PE-HTP (OR = 1.72, P = 1.04 × 10⁻¹⁷) and PE-SGA (OR = 1.35, P = 2.06 × 10⁻⁵). Elevated SBP showed strong associations with PE (OR = 2.74, P = 3.90 × 10⁻²⁶), PE-HTP (OR = 3.64, P = 4.23 × 10⁻³⁷) and PE-SGA (OR = 2.21, P = 5.01 × 10⁻¹⁸). Increased DBP was significantly linked to PE (OR = 2.33, P = 7.03 × 10⁻¹⁷), PE-HTP (OR = 3.08, P = 9.59 × 10⁻²⁷) and PE-SGA (OR = 2.04, P = 8.38 × 10⁻¹⁴). Age at menarche was associated with PE-HTP, but this effect was mediated by BMI. Genetically proxied calcium channel blockers (CCB) were linked to with lower odds of PE and PE-HTP in the DBP-based drug-target MR (OR per SD reduction = 0.31, P = 0.001 and OR per SD reduction = 0.17, P = 5.12 × 10 − 6 , respectively), with consistent findings observed in the complementary SBP-based analysis. Conclusions The findings validate the significant role of cardiovascular factors in the PE pathogenesis and highlight new therapeutic possibilities.

Authors

Institutions

Publication Details

Journal
BMC Medicine
Published
2026-10-30
DOI
https://doi.org/10.1186/s12916-026-05310-z
Primary Topic
Pregnancy and preeclampsia studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The association of risk factors, circulatory biomarkers and antihypertensive medications with preeclampsia: a Mendelian randomisation analysis

Makrina D. Savvidou, Sze Sen Wang, Georg Otto, Abbas Dehghan et al.
1 links
BMC Medicine
Pregnancy and preeclampsia studies
article

The association of risk factors, circulatory biomarkers and antihypertensive medications with preeclampsia: a Mendelian randomisation analysis

Makrina D. Savvidou, Sze Sen Wang, Georg Otto, Abbas Dehghan, Jingxian Huang, Devendra Meena
article en

Abstract

Abstract Background While many risk factors for pre-eclampsia (PE) have been identified, their causal role and the potential preventive effects of specific antihypertensive drug classes remain unclear. Methods We examined the potential causal effect of 22 risk factors and two genetically proxied antihypertensive drugs (Beta-blockers and Calcium channel blockers) on PE development and its two related conditions, PE-HTP (PE or other maternal hypertension) and PE-SGA (PE or delivery of a small for gestational age neonate). Using summary statistics from published genome-wide association studies, we employed two-sample Mendelian randomization (MR) using Wald ratio or inverse variance weighted. MR Egger, weighted median and MR-PRESSO (Pleiotropy RESidual Sum and Outlier), Multivariable MR (MVMR) and Bayesian colocalization analyses were performed where appropriate. Results Maternal body mass index (BMI), systolic blood pressure (SBP) and diastolic BP (DBP) were significantly associated with all PE outcomes. Higher BMI was associated with increased risk of PE (Odds ratio (OR) = 1.50, P = 1.58 × 10⁻⁸), PE-HTP (OR = 1.72, P = 1.04 × 10⁻¹⁷) and PE-SGA (OR = 1.35, P = 2.06 × 10⁻⁵). Elevated SBP showed strong associations with PE (OR = 2.74, P = 3.90 × 10⁻²⁶), PE-HTP (OR = 3.64, P = 4.23 × 10⁻³⁷) and PE-SGA (OR = 2.21, P = 5.01 × 10⁻¹⁸). Increased DBP was significantly linked to PE (OR = 2.33, P = 7.03 × 10⁻¹⁷), PE-HTP (OR = 3.08, P = 9.59 × 10⁻²⁷) and PE-SGA (OR = 2.04, P = 8.38 × 10⁻¹⁴). Age at menarche was associated with PE-HTP, but this effect was mediated by BMI. Genetically proxied calcium channel blockers (CCB) were linked to with lower odds of PE and PE-HTP in the DBP-based drug-target MR (OR per SD reduction = 0.31, P = 0.001 and OR per SD reduction = 0.17, P = 5.12 × 10 − 6 , respectively), with consistent findings observed in the complementary SBP-based analysis. Conclusions The findings validate the significant role of cardiovascular factors in the PE pathogenesis and highlight new therapeutic possibilities.

BMC Medicine
UK Dementia Research Institute (GB), Chelsea and Westminster Hospital (GB), Imperial College London (GB), Indian Statistical Institute (IN)
Good health and well-being
Openalex Percentile: Top 8%
Pregnancy and preeclampsia studies
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.

Laika access coming soon