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ORIGINAL RESEARCH article

Front. Cardiovasc. Med.

Sec. Cardiovascular Metabolism

Volume 12 - 2025 | doi: 10.3389/fcvm.2025.1674243

Comparison And Identification of Serum Metabolomic Profiles in Stage B And Stage C Ejection Fraction Preserved Heart Failure

Provisionally accepted
Song  ZouSong Zou1,2Liwei  ZhangLiwei Zhang1,2Ting  WangTing Wang1,2Yuhao  WanYuhao Wan1,2Ke  ChaiKe Chai3Si-Ming  WangSi-Ming Wang4Chen  MengChen Meng3,5Jian-Ping  CaiJian-Ping Cai6*Hua  WangHua Wang1,2*Jie-Fu  YangJie-Fu Yang1,2*
  • 1Department of Cardiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
  • 2Graduate School of Peking Union Medical College, Chinese Academy of Medical Science, Beijing, China
  • 3Department of Cardiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
  • 4Beijing Institute of Geriatrics of the National Health Commission, Beijing, China
  • 5Peking University Fifth School of Clinical Medicine, Beijing, China
  • 6Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China

The final, formatted version of the article will be published soon.

Background: Disturbed metabolism correlates with the progression of heart failure with preserved ejection fraction (HFpEF). However, the discrepancy in metabolism between asymptomatic (stage B) and symptomatic (stage C) HFpEF patients remain unclear. This study aimed to explore the metabolic differences between stages B and C HFpEF patients, and to screen metabolites to distinguish between the two groups of patients. Methods: 97 stage B and 31 stage C HFpEF patients were included from a previous cohort, named Frailty and Comprehensive Geriatric Assessment in Hospitalized Elderly Patients (registration number: ChiCTR1800017204). Serum metabolites of the participants were identified and quantified using targeted metabolomics (Biocrates MxP® Quant 500 kit). Results: Differential analysis identified 208 metabolites of 19 categories, of which lipids (n=168), amino acids (n=7) and related metabolites (n=18) accounted for the top 3 differential metabolites. Additionally, the differential metabolites were significantly enriched in 15 metabolic pathways encompassing amino acid metabolism (10 pathways), lipid metabolism (2 pathways), carbohydrate metabolism (1 pathway), energy metabolism (1 pathway) and protein translation (1 pathway). Metabolite set enrichment analysis demonstrated that the differential metabolites most likely originated from muscles and were most significantly enriched in renal disease states (continuous ambulatory peritoneal dialysis and chronic renal failure). Three non-heart-specific metabolites, cystine (AUC=0.919), stearic acid (FA (18:0), (AUC=0.913), and N-palmitoyl-sphingomyelin (SM C 16:0, (AUC=0.898), displayed higher accuracy than N-terminal pro-B-type brain natriuretic peptide (AUC=0.838) in differentiating stage B and stage C patients. Conclusion: Compared with stage B control, stage C patients suffer from extensive metabolic disorders, of which lipid metabolism and amino acid metabolism are mostly significantly impaired. The alterations of metabolites are largely attributed to renal dysfunction and muscle proteolysis. Moreover, non-heart-specific metabolites display potential diagnostic value in differentiating subgroups of patients with HFpEF.

Keywords: heart failure with preserved ejection fraction, Metabolomics, bioinformatics, pathophysiology, biomarker

Received: 27 Jul 2025; Accepted: 19 Sep 2025.

Copyright: © 2025 Zou, Zhang, Wang, Wan, Chai, Wang, Meng, Cai, Wang and Yang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Jian-Ping Cai, caijp61@vip.sina.com
Hua Wang, wh74220@aliyun.com
Jie-Fu Yang, yangjiefu2011@126.com

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