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. Author manuscript; available in PMC: 2023 Feb 18.
Published in final edited form as: Circ Res. 2022 Feb 17;130(4):578–592. doi: 10.1161/CIRCRESAHA.121.319916

Table 2.

Future directions: proposed focus areas for future CV biomarker research and future clinical applications

Proposed Focus Areas of Future CV Biomarker Research
Recruitment & Enrollment ● Increase recruitment and retention of female subjects in research studies including animal studies, human observational studies, and human clinical trials.144, 145
● Consider sex-specific biomarker thresholds when biomarker cut-points are used as eligibility criteria for inclusion into research studies.
● Enroll specialized populations historically excluded from research studies, such as pregnant women.147
Study Design ● Adopt sex-specific thresholds when biomarkers are used as disease or endpoint surrogates in research studies.
● Consider single sex research studies and trials when further investigating a sex-specific signal.148
● Interrogate sex-based differences using deep phenotyping approaches (e.g. large scale multi -omic studies, clonal hematopoiesis of indeterminate potential [CHIP], and deep sequencing).
● Investigate the role of X-linked genes and X chromosome inactivation in cardiovascular disease pathogenesis.149
● Incorporate ascertainment of female-specific factors (e.g. menopause, adverse pregnancy outcomes, parity, menses, hormone therapy, oral contraceptive use, etc.) in research study design. Female-specific factors, however, should not be conflated with biologic sex differences.29
● Identify and adjust for relevant confounders that influence the association between sex and biomarker.
Reporting ● For all biomarker research studies, report sex-stratified analyses when possible.146
● When reporting sex-specific results of biomarker analyses, include sex-specific plasma concentrations, cut-points, risk ratios, and prediction models.7, 146
Future Clinical Applications
Diagnosis ● For biomarkers that display clinically relevant sex differences, consider sex-specific thresholds.146
Therapy ● Do not use underpowered sex-specific biomarker analyses as support for withholding evidence-based therapies for women.150