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Blankstein, R.

Mayo Clinic

Brigham and Women's Hospital

Citations 1

Age- and Sex-Adjusted Myocardial Flow Reserve Percentiles for Personalized Cardiovascular Risk Assessment
Joseph, Lee , Trinquart, Ludovic , Lopez, Diana M. , Brandao, Simone , Brown, Jenifer M. , Divakaran, Sanjay , Huck, Daniel , Weber, Brittany N, Goldstein, Leanne Barrett , Hainer, J., Carre, Sylvain , Lemley, M A R K, Orozco, Giselle Ramirez, Blankstein, R., Dorbala, Sharmila, Alexanderson, Erick, Carvajal-Juarez, Isabel, Mason, Steve, Wopperer, Samuel, Rosamond, Thomas, Buechel, Ronny R. , Al-Mallah, Mouaz H, Travin, Mark I. , Berman, Daniel, Dey, D A M I N I, Slomka, PJ, Carli, M. Di, Dey, Damini , Divakaran, Sanjay , Hainer, Jon , Carvajal-Juarez, Isabel , Joseph, Lee , Hainer, Jon , Blankstein, Ron , Dorbala, Sharmila , Alexanderson, Erick , Carvajal-Juarez, Isabel , Acampa, Wanda , Packard, Rene R S , Rosamond, Thomas L , Buechel, Ronny R , Einstein, Andrew Jeffrey , Al-Mallah, Mouaz H , Slipczuk, Leandro , Slomka, Piotr J , Dey, Damini , Lopez, Diana M., Soares Brandão, Simone Cristina , Brown, Jenifer Michelle , Lemley, Mark , Liang, Jiaming , Packard, René R. Sevag , Le, Viet T. , Mason, Steve, Knight, Stacey , Chareonthaitawee, Panithaya , Wopperer, Samuel, Al‐Mallah, Mouaz H. , Slipczuk, Leandro , Berman, Daniel S.

No container title available | December 31, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2025.12.30.25343223 Get It

ABSTRACT Introduction Positron emission tomography (PET) myocardial flow reserve (MFR) is a robust indicator of coronary vascular health and a strong predictor of cardiovascular risk. Clinical guidelines typically use fixed MFR thresholds (e.g., <2.0) to stratify risk, yet this approach overlooks individual variation, particularly by age and sex. We aimed to establish age- and sex-adjusted MFR percentiles and to evaluate their prognostic and predictive performance for cardiovascular risk assessment, in comparison with conventional fixed-threshold MFR approach. Methods Using data from the REFINE PET registry (24,820 patients from 12 sites), we measured PET MFR and derived age- and sex-adjusted MFR reference percentiles using quantile regression in patients without known coronary artery disease. All patients were categorized into percentile-based quartile groups. The primary outcome for prognostic and prediction analyses was major adverse cardiovascular events (MACE), defined as all-cause mortality, myocardial infarction, or heart-failure hospitalization. Time-to-event associations were evaluated using covariate-adjusted survival models, with cumulative incidence and hazard ratios (HR) estimated at 1 and 5 years in the derivation dataset, an independent but similar validation dataset A, and a high-risk validation dataset B. Predictive performance for MACE was assessed using discrimination, calibration, and reclassification metrics, comparing percentile-based models with models using a fixed MFR threshold (<2.0). Results Among participants (mean age 66.5 years; median follow-up 3.6 years), age- and sex-adjusted MFR quartile groups were strong independent predictors of MACE, with adjusted HR increasing stepwise across quartile groups at both early and later follow-up. At 1 year, HR (95% CI) comparing the lowest to the highest quartile group were 4.06 (3.41–4.82) in the derivation cohort, 3.31 (2.32–4.71) in validation cohort A, and 2.35 (2.05–2.70) in validation cohort B. At 5 years, the corresponding HR were 2.18 (1.86–2.56), 1.77 (1.31–2.40), and 1.59 (1.36–1.86). Percentile-based models demonstrated consistently higher discrimination, better calibration, and greater net reclassification for MACE at both time points compared with fixed-threshold MFR models. Although 67.2% of patients had preserved MFR (>2.0), cardiovascular risk increased steadily across MFR percentiles even within this range. Conclusion Age- and sex-adjusted MFR percentiles provide a reliable, clinically actionable measure of vascular health, improving cardiovascular risk stratification by better capturing age- and sex-related heterogeneity in vascular risk. Compared with traditional fixed-threshold approaches, MFR percentiles demonstrate improved predictive performance for cardiovascular risk assessment across diverse patient populations. CLINICAL PERSPECTIVE What is new? In a large, multinational real-world registry of more than 24,000 patients undergoing PET MPI, we derived age- and sex-adjusted myocardial flow reserve (MFR) percentiles, establishing a lifespan-based reference framework with age-specific reference values. Age- and sex-adjusted MFR percentiles showed a strong, graded association with 1- and 5-year cardiovascular risk and demonstrated improved prognostic and predictive performance compared with fixed MFR thresholds and models without MFR across independent derivation and validation datasets, including a higher-risk cohort. Lower adjusted MFR percentiles were consistently associated with higher risk of major adverse cardiovascular events, including all-cause mortality, myocardial infarction, and heart-failure hospitalization. What are the clinical implications? Age- and sex-adjusted MFR percentiles provide a personalized, dynamic measure of coronary vascular health that improves cardiovascular risk stratification by accounting for age- and sex-related heterogeneity. A percentile-based approach may help clinicians better identify patients at elevated cardiovascular risk who may warrant closer monitoring or intensified preventive strategies, while avoiding unnecessary intervention in lower-risk individuals. By integrating macrovascular and microvascular dysfunction, age- and sex-adjusted MFR percentiles offer a clinically interpretable marker of vascular aging that may inform future research on aging biomarkers, novel therapeutics and cardiovascular risk assessment across the spectrum of atherosclerotic and microvascular disease.