Seung Mi Lee

Genome-wide polygenic risk scores for hypertensive disease during pregnancy identify women at risk for long-term cardiovascular disease

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Presenter

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Manu Shivakumar, Informatics

We developed genetic risk score for hypertensive disease during pregnancy, and showed that the developed genetic score was also predictive of long-term cardiovascular outcomes

Authors

SM Lee1&2, M Shivakumar1&2, Y Nam3, B Xiao3, JS Yun3, EK Chloe4, YM Jung5, CW Park5, JK Jun5, D Kim1

  1. Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania
  2. Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Korea
  3. Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania
  4. Department of Surgery, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea
  5. Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Korea

Abstract

Background&Aims: Previous studies suggest that hypertensive disease during pregnancy (HDP) increase the risk of long-term cardiovascular disease later in life, and clinical guidelines recommend including HDP as an important female-specific factor in risk assessment. In this study, we developed polygenic risk scores for HDP (HDP-PRS) and evaluated its impact on long-term cardiovascular outcomes.  

Methods: From the UK biobank, we included unrelated Caucasian women with at least one live birth and available genetic data. HDP-PRS was calculated by LDpred using the summary statistics from FinnGen, another large-scale biobank. Subjects were divided according to the genetic risk categorized by HDP-PRS and were evaluated for incident cardiovascular disease.

Results: Among 165,333 women, 2,441 reported a history of HDP and a total of 9,888 women developed new-onset cardiovascular disease after enrollment. Women with high genetic risk for HDP (HPP-PRS>75p) reported higher frequency of a HDP and had a higher prevalence of hypertension at enrollment. After enrollment, women with high genetic risk for HDP had increased risk for subsequent cardiovascular diseases, including coronary artery disease (p<0.05), myocardial infarction (p<0.005), heart failure (p<0.005), and aortic stenosis (p<0.05), compared to those with lower genetic risk (HDP-PRS<75p). This relationship remained significant even after adjustment for history of HDP and other covariates, including age, BMI, smoking, and prevalent metabolic disease.

Conclusions: This study provides evidence on the informative value of HDP-PRS in the prediction of long-term cardiovascular outcomes later in life. The application of PRS information for risk assessment and medical interventions needs to be evaluated in further studies.

Keywords

hypertensive disease during pregnancy, preeclampsia, long-term outcomes, cardiovascular outcome, polygenic risk score

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