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Updated: Feb 14, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Taking cardiology clinical trials to the next level: A call to action
Janine A Clayton1, Matthew E Arnegard1
1Office of Research on Women's Health, National Institutes of Health, Bethesda, Maryland.
Insights
Heart disease affects women differently, yet clinical trials often exclude them, limiting research. Sex-specific analyses and adaptive trials are crucial for equitable cardiovascular medicine.
Area of Science:
- Cardiology
- Sex Differences in Medicine
- Clinical Trial Design
Background:
- Heart disease is a leading cause of death for women, despite historical perceptions of it as a male condition.
- Women often develop heart disease later in life and may be excluded from trials due to age or comorbidities.
- Underrepresentation of women in cardiology research leads to a less robust evidence base for their treatment.
Purpose of the Study:
- To review significant sex differences in heart disease.
- To identify areas within cardiology research where women are underrepresented.
- To advocate for improved trial design and sex-specific analyses in cardiovascular research.
Main Methods:
- Review of existing literature on sex differences in heart disease.
- Analysis of cardiology clinical trial design and enrollment patterns.
- Discussion of innovative trial methodologies, including adaptive trials.
Main Results:
- Women face greater exclusion from clinical trials due to arbitrary age cutoffs and comorbidity criteria.
- Female-predominant disease patterns are not adequately addressed in current research.
- A significant knowledge gap exists regarding cardiovascular interventions in women.
Conclusions:
- Balanced inclusion of men and women in cardiovascular trials is essential.
- Sex-specific reporting and analysis are critical for advancing women's cardiovascular health.
- Integrating sex as a biological variable in preclinical and clinical research is imperative for equitable outcomes.
Abstract:
Physicians previously perceived heart disease to be a man's disease; yet, since 1984, more women have died of ischemic heart disease. Because women who develop obstructive coronary heart disease and heart failure tend to do so 10 years later than men, cardiology clinical trials that use arbitrary age cutoffs or exclusion criteria based on comorbidities and polypharmacy often limit the pool of potential participants to a greater extent for women. Issues related to trial design and insufficient accounting for female-predominant disease patterns have contributed to low rates of enrollment of women in certain domains of cardiology research. Accordingly, women do not benefit from as rich an evidence base for cardiology as men. Here, we review major sex differences in heart disease and discuss areas of cardiology research in which women have been underrepresented. Considering the widespread sex differences in cardiovascular structure and function, it is important to include balanced numbers of women and men in cardiovascular clinical trials. Beyond inclusion, sex-specific reporting is also essential. Moreover, with ongoing developments of clinical-trial methodology, it is imperative to seek innovative ways to learn as much as possible about how interventions behave in women and men. Adaptive trials are specifically identified as promising opportunities to consider sex-based analyses at interim stages, allowing sex-specific flexibility as these trials unfold. Finally, we emphasize the importance of factoring sex as a biological variable into the design, analysis, and reporting of preclinical research, because this research critically informs the design and execution of clinical trials.
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