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Does pregnancy complication history improve cardiovascular disease risk prediction? Findings from the HUNT study in
Amanda R Markovitz1,2,3, Jennifer J Stuart1,2, Julie Horn4,5
1Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, USA.
Insights
History of pre-eclampsia, a pregnancy complication, independently predicts cardiovascular disease (CVD) risk. While adding pregnancy complication history slightly improved CVD risk prediction models, the overall impact was minimal for women over 40.
Area of Science:
- Cardiovascular Disease Epidemiology
- Reproductive Health Outcomes
- Risk Prediction Modeling
Background:
- Cardiovascular disease (CVD) is a leading cause of mortality in women.
- Pregnancy complications, such as pre-eclampsia, gestational hypertension, preterm delivery, and small for gestational age (SGA) births, may indicate future CVD risk.
- Existing CVD risk prediction models do not consistently incorporate obstetric history.
Purpose of the Study:
- To determine if a history of pregnancy complications improves the accuracy of cardiovascular disease (CVD) risk prediction.
- To evaluate the impact of pre-eclampsia, gestational hypertension, preterm delivery, and SGA on CVD risk prediction models.
Main Methods:
- A population-based, prospective cohort study linked data from multiple Norwegian registries.
- An established CVD risk prediction model (NORRISK 2) was used to estimate 10-year CVD risk based on traditional risk factors.
- The study assessed improvements in model fit, calibration, discrimination, and reclassification by adding pregnancy complication history.
Main Results:
- Among 18,231 women aged ≥40 years, 39% had a history of pregnancy complications.
- Pre-eclampsia and SGA were associated with CVD in unadjusted analyses.
- Only pre-eclampsia remained significantly associated with CVD after adjusting for established risk factors.
- Adding pregnancy complication history resulted in minor improvements in discrimination and reclassification.
Conclusions:
- Pre-eclampsia is an independent predictor of CVD in parous women over 40.
- Incorporating a history of pregnancy complications into existing CVD risk models provides only marginal predictive benefits.
- Further research may be needed to refine the role of obstetric history in CVD risk stratification.
Aim:
To evaluate whether history of pregnancy complications [pre-eclampsia, gestational hypertension, preterm delivery, or small for gestational age (SGA)] improves risk prediction for cardiovascular disease (CVD).
Methods And Results:
This population-based, prospective cohort study linked data from the HUNT Study, Medical Birth Registry of Norway, validated hospital records, and Norwegian Cause of Death Registry. Using an established CVD risk prediction model (NORRISK 2), we predicted 10-year risk of CVD (non-fatal myocardial infarction, fatal coronary heart disease, and non-fatal or fatal stroke) based on established risk factors (age, systolic blood pressure, total and HDL-cholesterol, smoking, anti-hypertensives, and family history of myocardial infarction). We evaluated whether adding pregnancy complication history improved model fit, calibration, discrimination, and reclassification. Among 18 231 women who were parous, ≥40 years of age, and CVD-free at start of follow-up, 39% had any pregnancy complication history and 5% experienced a CVD event during a median follow-up of 8.2 years. While pre-eclampsia and SGA were associated with CVD in unadjusted models (HR 1.96, 95% CI 1.44-2.65 for pre-eclampsia and HR 1.46, 95% CI 1.18-1.81 for SGA), only pre-eclampsia remained associated with CVD after adjusting for established risk factors (HR 1.60, 95% CI 1.16-2.17). Adding pregnancy complication history to the established prediction model led to small improvements in discrimination (C-index difference 0.004, 95% CI 0.002-0.006) and reclassification (net reclassification improvement 0.02, 95% CI 0.002-0.05).
Conclusion:
Pre-eclampsia independently predicted CVD after controlling for established risk factors; however, adding pre-eclampsia, gestational hypertension, preterm delivery, and SGA made only small improvements to CVD prediction among this representative sample of parous Norwegian women.
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