Evidence map›Paper›PMID 41048030›Full record

ArticleCirculation2025

Contemporary Burden of Cardiovascular Disease in Pregnancy: Insights From a Real-World Pregnancy Electronic Health Record Cohort.

Emily S Lau, Valentina D'Souza, Yunong Zhao, Christopher Reeder, Rachel Goldberg, Micayla Flores, Katherine E Economy, Mahnaz Maddah, Shaan Khurshid, Patrick T Ellinor and 1 more

Erratum issuedAbstract readMulticenter Study
In one paragraph

Article in Circulation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Review
  5. Article
  6. Cardiovascular-Related Maternal Mortality.Obstetrics and gynecology · 2026
    Review
  7. Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. How to set up a pregnancy heart team.International journal of cardiology. Congenital heart disease · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Emily S LauDivision of Cardiology (E.S.L., Y.Z., R.G.), Massachusetts General Hospital, Boston.ORCID 0000-0001-9361-6397
Valentina D'SouzaData Sciences Platform (V.D., C.R., M.M.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
Yunong ZhaoDivision of Cardiology (E.S.L., Y.Z., R.G.), Massachusetts General Hospital, Boston.
Christopher ReederData Sciences Platform (V.D., C.R., M.M.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
Rachel GoldbergDivision of Cardiology (E.S.L., Y.Z., R.G.), Massachusetts General Hospital, Boston.ORCID 0000-0003-1600-4471
Micayla FloresDepartment of Medicine (M.F.), Massachusetts General Hospital, Boston.ORCID 0009-0005-0294-398X
Katherine E EconomyDivision of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Brigham and Women's Hospital, Boston, MA (K.E.E.).ORCID 0000-0001-6359-0739
Mahnaz MaddahData Sciences Platform (V.D., C.R., M.M.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.ORCID 0000-0002-9837-6000
Shaan KhurshidCardiovascular Research Center (S.K., P.T.E.), Massachusetts General Hospital, Boston.ORCID 0000-0002-2840-4539
Patrick T EllinorCardiovascular Research Center (S.K., P.T.E.), Massachusetts General Hospital, Boston.ORCID 0000-0002-2067-0533
Jennifer E HoCardiovascular Disease Initiative (E.S.L., V.D., C.R., M.M., S.K., P.T.E., J.E.H.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.ORCID 0000-0002-7987-4768

Funding

IDENTIFICATION OF COMMON GENETIC VARIANTS FOR ATRIAL FIBRILLATION AND PR INTERVALR01HL092577 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI BENJAMIN, EMELIA J., ELLINOR, PATRICK THOMAS · 2009 to 2025
$20.6M
Endothelial Cell Health Across the Spectrum of Cardiometabolic DiseaseR01HL168889 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI Naomi Miriam Hamburg, Jennifer E Ho · 2023 to 2026
$3.1M
Long-Term Endothelial Effects of COVID-19 in ObesityR01HL160003 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI HAMBURG, NAOMI MIRIAM, HO, JENNIFER E · 2022 to 2025
$2.8M
Menopause-related Vasomotor Symptoms and Cardiovascular HealthR01HL180648 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Emily Lau · 2025 to 2026
$1.5M
Mentoring in Arrhythmia ResearchK24HL105780 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ELLINOR, PATRICK THOMAS · 2011 to 2020
$1.2M
HFpEF Susceptibility in Women: The Role of InflammationK23HL159243 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Emily Lau · 2022 to 2026
$1.1M
Electrocardiogram-based deep learning and decision analysis to improve atrial fibrillation risk estimationK23HL169839 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Shaan Khurshid · 2023 to 2026
$860k
Mentoring in Patient-Oriented and Translational HFpEF ResearchK24HL153669 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Jennifer E Ho · 2020 to 2026
$744k
NHLBI NIH HHS K23 HL159243NHLBI NIH HHS K23 HL169839NHLBI NIH HHS K24 HL105780NHLBI NIH HHS K24 HL153669NHLBI NIH HHS R01 HL092577NHLBI NIH HHS R01 HL160003NHLBI NIH HHS R01 HL168889NHLBI NIH HHS R01 HL180648
6 · The paper itself

Abstract

backgroundCardiac and vascular complications are the leading causes of maternal mortality and morbidity, but the contemporary burden of and secular trends in pregnancy-related cardiovascular complications are not well-characterized. We developed a multi-institutional electronic health record-based pregnancy cohort with rigorously defined cardiovascular outcomes to examine trends in prevalence of maternal cardiovascular comorbidities and cardiovascular disease (CVD) and incidence of pregnancy-related cardiovascular complications.

methodsWe identified pregnancy encounters that occurred between 2001 and 2019 from a primary care electronic health record cohort using International Classification of Diseases and Current Procedural Terminology codes. We used regular expressions to recover estimated gestational age from unstructured notes and used gestational age to define the pregnancy episode for each individual pregnancy. Leveraging this cohort, we quantified and examined trends in the prevalence of maternal cardiovascular comorbidities and CVD and incidence of cardiovascular complications in pregnancies over the course of 19 years of follow-up. We also compared clinical factors for pregnancies with and those without cardiovascular complications.

resultsOur pregnancy cohort comprised 56 833 pregnancies among 38 996 individuals (mean age at start of pregnancy, 32±5 years). Regular expressions recovered gestational age for 75% of pregnancies, with good correlation between gestational age ascertained by regular expressions versus manual review (Pearson

conclusionsIn a large-scale electronic health record-based pregnancy cohort, both the prevalence of maternal cardiovascular comorbidities and CVD as well as the incidence of pregnancy-related cardiovascular complications within 1 year postpartum increased over the course of 2 decades. Our findings demonstrate an alarming rise in pregnancy-related cardiovascular complications in a contemporary real-world setting and highlight pregnancy as a crucial life opportunity for cardiovascular health optimization.

Indexed as

Cardiovascular DiseasesElectronic Health RecordsPregnancy Complications, CardiovascularAdultCohort StudiesFemaleGestational AgeHumansIncidencePregnancyPrevalenceelectronic health recordspregnancypregnancy complications

Identifiers

PMID41048030
PMCPMC12614638

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.