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Peer-reviewedCC BY-NC 4.0Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease

Comparing the Prognostic Performance Using Various Diagnostic Scoring Systems in Heart Failure With Preserved Ejection Fraction: Insights From the Nationwide Prospective Registry

1 more authors
18 affiliations
  1. 1Heart Center, Cheng Hsin General Hospital Taipei Taiwan
  2. 2Faculty of Medicine, School of Medicine National Yang Ming Chiao Tung University Taipei Taiwan
  3. 3Division of Cardiology, Department of Internal Medicine MacKay Memorial Hospital Taipei Taiwan
  4. 4Graduate Institute of Biomedical Sciences, MacKay Medical University New Taipei City Taiwan
  5. 5Department of Medicine MacKay Medical University New Taipei City Taiwan
  6. 6Division of Cardiology, Department of Internal Medicine MacKay Memorial Hospital New Taipei Taiwan
  7. 7Division of Cardiovascular Medicine, Department of Medicine China Medical University Hospital Taichung Taiwan
  8. 8Division of Cardiology and Cardiovascular Research Center, Department of Internal Medicine Taipei Medical University Hospital Taipei Taiwan
  9. 9Taipei Heart Institute, Division of Cardiology, Department of Internal Medicine, School of Medicine College of Medicine, Taipei Medical University Taipei Taiwan
  10. 10School of Medicine China Medical University Taichung Taiwan
  11. 11Graduate Institute of Biomedical Sciences, China Medical University Taichung Taiwan
  12. 12Division of Cardiology Fu Jen Catholic University Hospital New Taipei Taiwan
  13. 13Department of Cardiology Chang Gung Memorial Hospital, Chang Gung University College of Medicine Taoyuan City Taiwan
  14. 14Institute of Stem Cell and Translational Cancer Research, Chang Gung Memorial Hospital Taoyuan City Taiwan
  15. 15Post‐Baccalaureate Medicine College of Medicine, National Chung Hsing University Taichung Taiwan
  16. 16Division of Cardiology, Department of Internal Medicine Kaohsiung Medical University Hospital Kaohsiung City Taiwan
  17. 17Faculty of Medicine and Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University Kaohsiung Taiwan
  18. 18Division of Cardiology, Department of Internal Medicine Chang Gung University & Chang Gung Memorial Hospital Taoyuan Taiwan

Abstract

Background: Heart failure with preserved ejection fraction (HFpEF) remains challenging to diagnose, and several scoring systems have been developed to aid evaluation. Emerging evidence suggests that these scores provide prognostic information. This study assessed the prognostic utility of HFpEF scoring systems and compared their performance.

Methods: We analyzed data of 448 consecutive patients with HFpEF from a nationwide, multicenter, prospective, observational heart failure registry (TSOC [Taiwan Society of Cardiology] Heart Failure Registry 2020). We proposed the TSOC‐HFpEF score, which incorporated left ventricular mass index, left atrial volume index, E/e’ ratio, tricuspid regurgitation velocity, and N‐terminal pro‐brain natriuretic peptide level. Its prognostic performance was compared with that of H2FPEF and Heart Failure Association Pre‐test Assessment, Echocardiography and Natriuretic Peptide, Functional Testing, Final Etiology scores.

Results: The mean age of the cohort was 77.0±10.6 years, and 60.7% were women. Mortality rates increased across TSOC‐HFpEF scores, ranging from 0.0 to 23.9 per 100 person‐years. High‐risk categories defined by the Heart Failure Association Pre‐test Assessment, Echocardiography and Natriuretic Peptide, Functional Testing, Final Etiology and TSOC‐HFpEF scores were associated with higher all‐cause mortality than their respective non‐high‐risk categories (hazard ratio [HR], 2.18 [95% CI, 1.17–4.07] and HR, 3.35 [95% CI, 1.97–5.70], respectively), whereas the association for the high‐risk H2FPEF category was of borderline statistical significance (HR, 1.55 [95% CI, 0.99–2.42]; P=0.053). The TSOC‐HFpEF score had the highest discrimination for mortality (C‐index, 0.65) compared with the H2FPEF (C‐index, 0.53) and Heart Failure Association Pre‐test Assessment, Echocardiography and Natriuretic Peptide, Functional Testing, Final Etiology (C‐index, 0.57) scores (P=0.001 and P=0.018, respectively, by DeLong test). Renin‐angiotensin system inhibitor use was associated with lower mortality during a median follow‐up of 2.0 years (interquartile range, 1.5–2.0 years).

Conclusions: Diagnostic scores for HFpEF can provide prognostic value. The proposed simple echocardiography and natriuretic peptide‐based scoring systems offered superior risk discrimination.

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BibTeX
@article{chang2026comparing,
  title = {{Comparing the Prognostic Performance Using Various Diagnostic Scoring Systems in Heart Failure With Preserved Ejection Fraction: Insights From the Nationwide Prospective Registry}},
  author = {Hung‐Yu Chang and Wen‐Hung Huang and Kuo‐Tzu Sung and Chung‐Wei Cheng and Hung‐Pin Wu and Chien‐Yi Hsu and Kuan‐Cheng Chang and Chii‐Ming Lee and Pao‐Hsien Chu and Jin‐Long Huang and Tsung‐Hsien Lin and Chung‐Lieh Hung and Chun‐Chieh Wang},
  journal = {Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease},
  year = {2026},
  month = sep,
  doi = {10.1161/jaha.125.047728},
  url = {https://doi.org/10.1161/jaha.125.047728},
  note = {CC BY-NC 4.0},
}
RIS
TY  - JOUR
TI  - Comparing the Prognostic Performance Using Various Diagnostic Scoring Systems in Heart Failure With Preserved Ejection Fraction: Insights From the Nationwide Prospective Registry
AU  - Hung‐Yu Chang
AU  - Wen‐Hung Huang
AU  - Kuo‐Tzu Sung
AU  - Chung‐Wei Cheng
AU  - Hung‐Pin Wu
AU  - Chien‐Yi Hsu
AU  - Kuan‐Cheng Chang
AU  - Chii‐Ming Lee
AU  - Pao‐Hsien Chu
AU  - Jin‐Long Huang
AU  - Tsung‐Hsien Lin
AU  - Chung‐Lieh Hung
AU  - Chun‐Chieh Wang
PY  - 2026
DA  - 2026/09/09
JO  - Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
DO  - 10.1161/jaha.125.047728
UR  - https://doi.org/10.1161/jaha.125.047728
AB  - Background: Heart failure with preserved ejection fraction (HFpEF) remains challenging to diagnose, and several scoring systems have been developed to aid evaluation. Emerging evidence suggests that these scores provide prognostic information. This study assessed the prognostic utility of HFpEF scoring systems and compared their performance.  Methods: We analyzed data of 448 consecutive patients with HFpEF from a nationwide, multicenter, prospective, observational heart failure registry (TSOC [Taiwan Society of Cardiology] Heart Failure Registry 2020). We proposed the TSOC‐HFpEF score, which incorporated left ventricular mass index, left atrial volume index, E/e’ ratio, tricuspid regurgitation velocity, and N‐terminal pro‐brain natriuretic peptide level. Its prognostic performance was compared with that of H2FPEF and Heart Failure Association Pre‐test Assessment, Echocardiography and Natriuretic Peptide, Functional Testing, Final Etiology scores.  Results: The mean age of the cohort was 77.0±10.6 years, and 60.7% were women. Mortality rates increased across TSOC‐HFpEF scores, ranging from 0.0 to 23.9 per 100 person‐years. High‐risk categories defined by the Heart Failure Association Pre‐test Assessment, Echocardiography and Natriuretic Peptide, Functional Testing, Final Etiology and TSOC‐HFpEF scores were associated with higher all‐cause mortality than their respective non‐high‐risk categories (hazard ratio [HR], 2.18 [95% CI, 1.17–4.07] and HR, 3.35 [95% CI, 1.97–5.70], respectively), whereas the association for the high‐risk H2FPEF category was of borderline statistical significance (HR, 1.55 [95% CI, 0.99–2.42]; P=0.053). The TSOC‐HFpEF score had the highest discrimination for mortality (C‐index, 0.65) compared with the H2FPEF (C‐index, 0.53) and Heart Failure Association Pre‐test Assessment, Echocardiography and Natriuretic Peptide, Functional Testing, Final Etiology (C‐index, 0.57) scores (P=0.001 and P=0.018, respectively, by DeLong test). Renin‐angiotensin system inhibitor use was associated with lower mortality during a median follow‐up of 2.0 years (interquartile range, 1.5–2.0 years).  Conclusions: Diagnostic scores for HFpEF can provide prognostic value. The proposed simple echocardiography and natriuretic peptide‐based scoring systems offered superior risk discrimination.
SN  - 2047-9980
ER  -