TY - JOUR
T1 - Incorporating angina into the H2FPEF score improves diagnostic performance for HFpEF in women.
AU - Qu, Kaiyong
AU - Onland-Moret, N Charlotte
AU - de Vos, Amber
AU - van Ommen, Anne Margje Lisa Naomi
AU - van Mourik, Yvonne
AU - van Riet, Evelien E
AU - Boonman-de Winter, Leandra
AU - Handoko, M L
AU - Cramer, Maarten Jan
AU - Teske, Arco J
AU - Menken, Roxana
AU - Rutten, Frans
AU - den Ruijter, Hester M
AU - Dal Canto, Elisa
N1 - Publisher Copyright:
© Author(s) (or their employer(s)) 2026. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ Group. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: https://creativecommons.org/licenses/by-nc/4.0/.
PY - 2026/5/4
Y1 - 2026/5/4
N2 - BACKGROUND AND AIMS: The Heavy, Hypertensive, Atrial fibrillation, Pulmonary hypertension, Elder, Filling pressure (H
2FPEF) score is a widely used diagnostic tool for heart failure with preserved ejection fraction (HFpEF). Angina symptoms are common in patients with HFpEF but are not included in the score. We aimed to determine whether incorporating angina into the H
2FPEF score improves its diagnostic performance sex-specifically, given the well-known sex differences in both HFpEF and angina presentation.
METHODS: We included 515 individuals from the UHFO-DM cohort with suspected HFpEF. Participants underwent standardised symptom collection, including angina using WHO questionnaires, and expert-panel adjudication of HFpEF. Following evaluation of H
2FPEF, we assessed the association of angina with HFpEF independent of H
2FPEF using logistic regression. By adding angina to H
2FPEF, we developed a modified algorithm and evaluated it by the area under the receiver operating characteristic curve (AUC), calibration, reclassification and decision curve analysis. All analyses were stratified by sex. We also included another 751 individuals with suspected HFpEF from a Combination cohort of UHFO-COPD (n=136), STRETCH (n=331) and TREE (n=284) for regression analysis.
RESULTS: In the UHFO-DM cohort, HFpEF prevalence was 24%. Overall H
2FPEF discrimination (AUC) was 0.72, with 0.69 in women and 0.74 in men. Angina was independently associated with HFpEF in women (OR 3.96, 95% CI 1.72 to 9.11, p=0.001) but not in men (1.90, 0.88 to 4.10, 0.102). Adding one point for angina in a modified H
2FPEF score in women improved AUC from 0.69 to 0.71 (DeLong p=0.030), increased sensitivity (0.53 to 0.60) and negative predictive value (0.80 to 0.82) and yielded a continuous net reclassification improvement of 0.449, with preserved calibration and higher net clinical benefit on decision curves. No performance gain was observed with the same modification in men. In the Combination cohort, angina was also independently associated with HFpEF only in women (women, 2.13, 1.14 to 3.97, 0.018; men, 0.85, 0.44 to 1.66, 0.638).
CONCLUSIONS: In women with suspected HFpEF, the presence of angina provides diagnostic information independent of H
2FPEF to uncover HFpEF. A simple sex-specific modification of H
2FPEF, adding one point for angina in women, may slightly improve discrimination and rule-out performance in women.
AB - BACKGROUND AND AIMS: The Heavy, Hypertensive, Atrial fibrillation, Pulmonary hypertension, Elder, Filling pressure (H
2FPEF) score is a widely used diagnostic tool for heart failure with preserved ejection fraction (HFpEF). Angina symptoms are common in patients with HFpEF but are not included in the score. We aimed to determine whether incorporating angina into the H
2FPEF score improves its diagnostic performance sex-specifically, given the well-known sex differences in both HFpEF and angina presentation.
METHODS: We included 515 individuals from the UHFO-DM cohort with suspected HFpEF. Participants underwent standardised symptom collection, including angina using WHO questionnaires, and expert-panel adjudication of HFpEF. Following evaluation of H
2FPEF, we assessed the association of angina with HFpEF independent of H
2FPEF using logistic regression. By adding angina to H
2FPEF, we developed a modified algorithm and evaluated it by the area under the receiver operating characteristic curve (AUC), calibration, reclassification and decision curve analysis. All analyses were stratified by sex. We also included another 751 individuals with suspected HFpEF from a Combination cohort of UHFO-COPD (n=136), STRETCH (n=331) and TREE (n=284) for regression analysis.
RESULTS: In the UHFO-DM cohort, HFpEF prevalence was 24%. Overall H
2FPEF discrimination (AUC) was 0.72, with 0.69 in women and 0.74 in men. Angina was independently associated with HFpEF in women (OR 3.96, 95% CI 1.72 to 9.11, p=0.001) but not in men (1.90, 0.88 to 4.10, 0.102). Adding one point for angina in a modified H
2FPEF score in women improved AUC from 0.69 to 0.71 (DeLong p=0.030), increased sensitivity (0.53 to 0.60) and negative predictive value (0.80 to 0.82) and yielded a continuous net reclassification improvement of 0.449, with preserved calibration and higher net clinical benefit on decision curves. No performance gain was observed with the same modification in men. In the Combination cohort, angina was also independently associated with HFpEF only in women (women, 2.13, 1.14 to 3.97, 0.018; men, 0.85, 0.44 to 1.66, 0.638).
CONCLUSIONS: In women with suspected HFpEF, the presence of angina provides diagnostic information independent of H
2FPEF to uncover HFpEF. A simple sex-specific modification of H
2FPEF, adding one point for angina in women, may slightly improve discrimination and rule-out performance in women.
KW - Aged
KW - Angina Pectoris/diagnosis
KW - Female
KW - Heart Failure/physiopathology
KW - Humans
KW - Male
KW - Middle Aged
KW - Predictive Value of Tests
KW - Sex Factors
KW - Stroke Volume/physiology
KW - Ventricular Function, Left/physiology
U2 - 10.1136/openhrt-2026-004054
DO - 10.1136/openhrt-2026-004054
M3 - Article
C2 - 42082374
SN - 2053-3624
VL - 13
JO - Open Heart
JF - Open Heart
IS - 1
M1 - e004054
ER -