Reproductive Risk Factors and Coronary Heart Disease in the Women’s Health Initiative Observational Study
Open accessAbstract
Background—: Reproductive factors provide an early window into a woman’s coronary heart disease (CHD) risk; however, their contribution to CHD risk stratification is uncertain. Methods and Results—: In the Women’s Health Initiative Observational Study, we constructed Cox proportional hazards models for CHD including age, pregnancy status, number of live births, age at menarche, menstrual irregularity, age at first birth, stillbirths, miscarriages, infertility ≥1 year, infertility cause, and breastfeeding. We next added each candidate reproductive factor to an established CHD risk factor model. A final model was then constructed with significant reproductive factors added to established CHD risk factors. Improvement in C statistic, net reclassification index (or net reclassification index with risk categories of <5%, 5 to <10%, and ≥10% 10-year risk of CHD), and integrated discriminatory index were assessed. Among 72 982 women (CHD events, n=4607; median follow-up,12.0 [interquartile range, 8.3–13.7] years; mean [standard deviation] age, 63.2 [7.2] years), an age-adjusted reproductive risk factor model had a C statistic of 0.675 for CHD. In a model adjusted for established CHD risk factors, younger age at first birth, number of still births, number of miscarriages, and lack of breastfeeding were positively associated with CHD. Reproductive factors modestly improved model discrimination (C statistic increased from 0.726 to 0.730; integrated discriminatory index, 0.0013; P <0.0001). Net reclassification for women with events was not improved (net reclassification index events, 0.007; P =0.18); and, for women without events, net reclassification was marginally improved (net reclassification index nonevents, 0.002; P =0.04) Conclusions—: Key reproductive factors are associated with CHD independently of established CHD risk factors, very modestly improve model discrimination, and do not materially improve net reclassification.
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A query of sex and gender differences in heart diseases revealed that in women enhanced parasympathetic and decreased sympathetic tones appear to be greater and also defensive during cardiac stress, while key reproductive factors associated with coronary heart disease only modestly improve risk prediction.
“a query of sex and gender differences in heart diseases revealed that in women enhanced parasympathetic and decreased sympathetic tones appear to be greater and also defensive during cardiac stress61, while key reproductive factors associated with coronary heart disease only modestly improve risk prediction62.”
From Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare (2020) · cites this paper as [62]
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- Authors
- Parikh, N. I., Jeppson, R. P., Berger, J. S., Eaton, C. B., Kroenke, C. H., LeBlanc, E. S., Lewis, C. E., Loucks, E. B., Parker, D. R., Rillamas-Sun, E., Ryckman, K. K., Waring, M. E., Schenken, R. S., Johnson, K. C., Edstedt-Bonamy, A.-K., Allison, M. A., & Howard, B. V.
- Affiliations
- Kaiser Permanente (US)
- From Division of Cardiology, University of California San Francisco (N.I.P.); Fred Hutchinson Cancer Research Center, Seattle, WA (R.P.J., K.K.R.); Cardiology, Hematology, Vascular Surgery, NYU School of Medicine, New York (J.S.B.); Departments of Family Medicine and Epidemiology, Brown University, Providence, RI (C.B.E., D.R.P.); Kaiser Permanente Division of Research, Oakland, CA (C.H.K.); Kaiser Permanente Center for Health Research, Portland, OR (E.S.L.); University of Alabama at Birmingham (C.E...
- ORCID
- Venue
- Circulation
- Published
- 2016-05-31
- Volume
- 133
- Issue
- 22
- Pages
- 2149-2158
- ISSN
- 0009-7322 (ISSN-L)
- 1524-4539
- PMC
- PMC4889516
- OpenAlex
- W2341028609
- Cited by
- 134
- References
- 39
- Citations by year
- 2026: 11 · 2025: 11 · 2024: 15 · 2023: 24 · 2022: 21 · 2021: 12 · 2020: 9 · 2019: 13 · 2018: 8 · 2017: 9 · 2016: 1
- FWCI
- 10.38
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Circulation (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- eScholarship@UMassChan (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- U.S. Department of Health and Human Services
- American Heart Association
- National Institutes of Health (UL1TR001453, UL1TR001409, HHSN268201100004C, HHSN268201100001C, HHSN268201100002C, KL2TR000160, HHSN268201100003C)
- National Heart, Lung, and Blood Institute (R21HL115398, U01HL105268, HHSN2682011-00001I, HHSN2682011-00002I, L30 HL097670, HHSN2682011‐00004I, HHSN268201100046C, HHSN2682011-00003I)
- National Institute of Diabetes and Digestive and Kidney Diseases (P30DK079626)
- National Center for Advancing Translational Sciences
- National Institute on Minority Health and Health Disparities (U54MD007584)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Menopause: Health Impacts and Treatments
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Health and Risk Factors
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Keywords
- coronary artery disease, reproductive risk factors, women, age at first birth, stillbirth, miscarriage, infertility, breastfeeding, risk stratification, model discrimination
- MeSH terms
- Adult, Aged, Coronary Artery Disease, Female, Humans, Longitudinal Studies, Middle Aged, Pregnancy, Reproduction, Risk Factors, Women's Health, Pregnancy Rate, Young Adult
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