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  • Review Article
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HFpEF and MASLD: converging mechanisms and clinical implications

Abstract

Heart failure with preserved ejection fraction (HFpEF) and metabolic dysfunction-associated steatotic liver disease (MASLD) are increasingly prevalent, interrelated conditions driven by the global rise in obesity and metabolic syndrome. Once viewed in isolation, HFpEF and MASLD are now recognized as organ-specific manifestations of shared systemic metabolic dysfunction. Evidence from the past decade highlights not only overlapping risk factors but also a dynamic, bidirectional inter-organ crosstalk between the liver and the heart that shapes their natural history. In this Review, we explore the epidemiological and mechanistic basis of the MASLD–HFpEF connection, focusing on shared metabolic drivers such as lipotoxicity, meta-inflammation and oxidative stress. We also discuss emerging liver-derived mediators, including hepatokines, metabolites and extracellular vesicles, that influence cardiac structure and function. Finally, we highlight diagnostic and therapeutic strategies relevant to both conditions and propose a multiorgan framework to improve their clinical recognition and management. Understanding the liver–heart axis is key to rethinking cardiometabolic disease beyond organ silos and towards more integrated, mechanism-based approaches.

Key points

  • Cardiometabolic heart failure with preserved ejection fraction (HFpEF) and metabolic dysfunction-associated steatotic liver disease (MASLD) are manifestations, with unique features, of a shared systemic metabolic disorder, namely the metabolic syndrome, affecting the heart and liver, respectively.

  • Both cardiometabolic HFpEF and MASLD have been recognized as multiorgan metabolic diseases, aligning with growing evidence linking their epidemiological and pathogenic features.

  • Beyond a shared metabolic framework, cardiometabolic HFpEF and MASLD influence each other through direct liver–heart crosstalk, but our understanding of this relationship is still in its early stages.

  • Recognizing the overlap between the clinical presentation of HFpEF and MASLD offers an opportunity for a unified diagnostic approach, improving clinical assessment and aiding in the stratification of patients at risk of these conditions.

  • A shared therapeutic approach for HFpEF and MASLD, targeting common features of metabolic disease, is extremely relevant given the limited disease-specific treatments and lack of substantial outcome improvements so far.

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Fig. 1: Parallels in the disease progression of cardiometabolic HFpEF and MASLD.
Fig. 2: Shared pathogenic framework in the development of HFpEF and MASLD.
Fig. 3: Integrated diagnostic algorithm to stratify patients at risk of cardiometabolic liver–heart diseases.

References

  1. Bozkurt, B. et al. Universal definition and classification of heart failure: a report of the Heart Failure Society of America, Heart Failure Association of the European Society of Cardiology, Japanese Heart Failure Society and Writing Committee of the Universal Definition of Heart Failure: Endorsed by the Canadian Heart Failure Society, Heart Failure Association of India, Cardiac Society of Australia and New Zealand, and Chinese Heart Failure Association. Eur. J. Heart Fail. 23, 352–380 (2021).

    Article  PubMed  Google Scholar 

  2. Savarese, G., Stolfo, D., Sinagra, G. & Lund, L. H. Heart failure with mid-range or mildly reduced ejection fraction. Nat. Rev. Cardiol. 19, 100–116 (2022).

    Article  PubMed  Google Scholar 

  3. Hamo, C. E. et al. Heart failure with preserved ejection fraction. Nat. Rev. Dis. Primers 10, 55 (2024).

    Article  PubMed  Google Scholar 

  4. Lupon, J. et al. Heart failure with preserved ejection fraction infrequently evolves toward a reduced phenotype in long-term survivors. Circ. Heart Fail. 12, e005652 (2019).

    Article  PubMed  Google Scholar 

  5. Bozkurt, B. et al. HF STATS 2024: heart failure epidemiology and outcomes statistics an updated 2024 report from the Heart Failure Society of America. J. Card. Fail. 31, 66–116 (2025).

    Article  PubMed  Google Scholar 

  6. Peters, A. E. et al. Phenomapping in heart failure with preserved ejection fraction: insights, limitations, and future directions. Cardiovasc. Res. 118, 3403–3415 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  7. Cohen, J. B. et al. Clinical phenogroups in heart failure with preserved ejection fraction: detailed phenotypes, prognosis, and response to spironolactone. JACC Heart Fail. 8, 172–184 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  8. Savji, N. et al. The association of obesity and cardiometabolic traits with incident HFpEF and HFrEF. JACC Heart Fail. 6, 701–709 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  9. Rinella, M. E. et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. J. Hepatol. 79, 1542–1556 (2023).

    Article  CAS  PubMed  Google Scholar 

  10. Rinella, M. E. et al. AASLD practice guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology 77, 1797–1835 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  11. Day, C. P. & James, O. F. Steatohepatitis: a tale of two “hits”? Gastroenterology 114, 842–845 (1998).

    Article  CAS  PubMed  Google Scholar 

  12. Loomba, R., Friedman, S. L. & Shulman, G. I. Mechanisms and disease consequences of nonalcoholic fatty liver disease. Cell 184, 2537–2564 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Buzzetti, E., Pinzani, M. & Tsochatzis, E. A. The multiple-hit pathogenesis of non-alcoholic fatty liver disease (NAFLD). Metabolism 65, 1038–1048 (2016).

    Article  CAS  PubMed  Google Scholar 

  14. Chalasani, N. et al. The diagnosis and management of non-alcoholic fatty liver disease: practice Guideline by the American Association for the Study of Liver Diseases, American College of Gastroenterology, and the American Gastroenterological Association. Hepatology 55, 2005–2023 (2012).

    Article  PubMed  Google Scholar 

  15. Hsu, C. L. & Loomba, R. From NAFLD to MASLD: implications of the new nomenclature for preclinical and clinical research. Nat. Metab. 6, 600–602 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  16. Younossi, Z. M. et al. Clinical profiles and mortality rates are similar for metabolic dysfunction-associated steatotic liver disease and non-alcoholic fatty liver disease. J. Hepatol. 80, 694–701 (2024).

    Article  CAS  PubMed  Google Scholar 

  17. Platek, A. E. & Szymanska, A. Metabolic dysfunction-associated steatotic liver disease as a cardiovascular risk factor. Clin. Exp. Hepatol. 9, 187–192 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  18. Hashida, R., Nakano, D., Kawaguchi, M., Younossi, Z. M. & Kawaguchi, T. Changing from NAFLD to MASLD: the implications for health-related quality of life data. J. Hepatol. 80, e249–e251 (2024).

    Article  PubMed  Google Scholar 

  19. Song, R., Li, Z., Zhang, Y., Tan, J. & Chen, Z. Comparison of NAFLD, MAFLD and MASLD characteristics and mortality outcomes in United States adults. Liver Int. 44, 1051–1060 (2024).

    Article  CAS  PubMed  Google Scholar 

  20. Le, P. et al. Disease state transition probabilities across the spectrum of NAFLD: a systematic review and meta-analysis of paired biopsy or imaging studies. Clin. Gastroenterol. Hepatol. 21, 1154–1168 (2023).

    Article  PubMed  Google Scholar 

  21. Iturbe-Rey, S. et al. Lipotoxicity-driven metabolic dysfunction-associated steatotic liver disease (MASLD). Atherosclerosis 400, 119053 (2025).

    Article  CAS  PubMed  Google Scholar 

  22. Lembo, E. et al. Prevalence and predictors of non-alcoholic steatohepatitis in subjects with morbid obesity and with or without type 2 diabetes. Diabetes Metab. 48, 101363 (2022).

    Article  PubMed  Google Scholar 

  23. Younossi, Z. M. et al. Global epidemiology of nonalcoholic fatty liver disease — meta-analytic assessment of prevalence, incidence, and outcomes. Hepatology 64, 73–84 (2016).

    Article  PubMed  Google Scholar 

  24. Singh, S. et al. Fibrosis progression in nonalcoholic fatty liver vs nonalcoholic steatohepatitis: a systematic review and meta-analysis of paired-biopsy studies. Clin. Gastroenterol. Hepatol. 13, 643–654 (2015).

    Article  PubMed  Google Scholar 

  25. Owan, T. E. et al. Trends in prevalence and outcome of heart failure with preserved ejection fraction. N. Engl. J. Med. 355, 251–259 (2006).

    Article  CAS  PubMed  Google Scholar 

  26. Savarese, G. et al. Global burden of heart failure: a comprehensive and updated review of epidemiology. Cardiovasc. Res. 118, 3272–3287 (2023).

    Article  PubMed  Google Scholar 

  27. Haass, M. et al. Body mass index and adverse cardiovascular outcomes in heart failure patients with preserved ejection fraction: results from the Irbesartan in heart failure with preserved ejection fraction (I-PRESERVE) trial. Circ. Heart Fail. 4, 324–331 (2011).

    Article  PubMed  PubMed Central  Google Scholar 

  28. Tromp, J. et al. Global differences in heart failure with preserved ejection fraction: the PARAGON-HF trial. Circ. Heart Fail. 14, e007901 (2021).

    Article  CAS  PubMed  Google Scholar 

  29. Younossi, Z. M. et al. The global epidemiology of nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH): a systematic review. Hepatology 77, 1335–1347 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  30. Younossi, Z. M. et al. The global epidemiology of NAFLD and NASH in patients with type 2 diabetes: a systematic review and meta-analysis. J. Hepatol. 71, 793–801 (2019).

    Article  PubMed  Google Scholar 

  31. Stefan, N. & Cusi, K. A global view of the interplay between non-alcoholic fatty liver disease and diabetes. Lancet Diabetes Endocrinol. 10, 284–296 (2022).

    Article  PubMed  Google Scholar 

  32. Quek, J. et al. Global prevalence of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis in the overweight and obese population: a systematic review and meta-analysis. Lancet Gastroenterol. Hepatol. 8, 20–30 (2023).

    Article  CAS  PubMed  Google Scholar 

  33. Yki-Jarvinen, H. Non-alcoholic fatty liver disease as a cause and a consequence of metabolic syndrome. Lancet Diabetes Endocrinol. 2, 901–910 (2014).

    Article  CAS  PubMed  Google Scholar 

  34. Mantovani, A. et al. Non-alcoholic fatty liver disease and risk of fatal and non-fatal cardiovascular events: an updated systematic review and meta-analysis. Lancet Gastroenterol. Hepatol. 6, 903–913 (2021).

    Article  PubMed  Google Scholar 

  35. Hagstrom, H. et al. Fibrosis stage but not NASH predicts mortality and time to development of severe liver disease in biopsy-proven NAFLD. J. Hepatol. 67, 1265–1273 (2017).

    Article  PubMed  Google Scholar 

  36. Plunkett, R. D. et al. Trends and demographic disparities in heart failure mortality rates in non-alcoholic fatty liver disease: a population-based retrospective study in the United States from 1999 to 2020. Am. J. Cardiovasc. Dis. 15, 166–174 (2025).

    Article  PubMed  PubMed Central  Google Scholar 

  37. Han, E. et al. Association of temporal MASLD with type 2 diabetes, cardiovascular disease and mortality. Cardiovasc. Diabetol. 24, 289 (2025).

    Article  PubMed  PubMed Central  Google Scholar 

  38. Chung, G. E. et al. Metabolic dysfunction-associated steatotic liver disease increases cardiovascular disease risk in young adults. Sci. Rep. 15, 5777 (2025).

    Article  PubMed  PubMed Central  Google Scholar 

  39. Inciardi, R. M., Mantovani, A. & Targher, G. Non-Alcoholic fatty liver disease as an emerging risk factor for heart failure. Curr. Heart Fail. Rep. 20, 308–319 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Mantovani, A. et al. Non-alcoholic fatty liver disease and risk of new-onset heart failure: an updated meta-analysis of about 11 million individuals. Gut https://doi.org/10.1136/gutjnl-2022-327672 (2022).

    Article  PubMed  Google Scholar 

  41. Takahashi, T. et al. The impact of non-alcoholic fatty liver disease fibrosis score on cardiac prognosis in patients with chronic heart failure. Heart Vessel. 33, 733–739 (2018).

    Article  Google Scholar 

  42. Fudim, M. et al. Nonalcoholic fatty liver disease and risk of heart failure among medicare beneficiaries. J. Am. Heart Assoc. 10, e021654 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  43. Chang, K. C. et al. Metabolic dysfunction-associated steatotic liver disease is associated with increased risks of heart failure. Eur. J. Heart Fail. 27, 512–520 (2025).

    Article  CAS  PubMed  Google Scholar 

  44. Wijarnpreecha, K. et al. Association between diastolic cardiac dysfunction and nonalcoholic fatty liver disease: a systematic review and meta-analysis. Dig. Liver Dis. 50, 1166–1175 (2018).

    Article  PubMed  Google Scholar 

  45. Goliopoulou, A. et al. Non-alcoholic fatty liver disease and echocardiographic parameters of left ventricular diastolic Function: a systematic review and meta-analysis. Int. J. Mol. Sci. 24, 14292 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Wang, S., Zhang, X., Zhang, Q., Zhang, B. & Zhao, L. Is non-alcoholic fatty liver disease a sign of left ventricular diastolic dysfunction in patients with type 2 diabetes mellitus? A systematic review and meta-analysis. BMJ Open Diabetes Res. Care 11, e003198 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  47. Miller, A., McNamara, J., Hummel, S. L., Konerman, M. C. & Tincopa, M. A. Prevalence and staging of non-alcoholic fatty liver disease among patients with heart failure with preserved ejection fraction. Sci. Rep. 10, 12440 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Peters, A. E. et al. Association of liver fibrosis risk scores with clinical outcomes in patients with heart failure with preserved ejection fraction: findings from TOPCAT. ESC Heart Fail. 8, 842–848 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  49. Konerman, M. A., McNamara, J., Hummel, S. L. & Konerman, M. C. Prevalence of and characteristics associated with non-alcoholic fatty liver disease among patients with heart failure with preserved ejection fraction. J. Card. Fail. 24, S51–S51 (2018).

    Article  Google Scholar 

  50. Canada, J. M. et al. Relation of hepatic fibrosis in nonalcoholic fatty liver disease to left ventricular diastolic function and exercise tolerance. Am. J. Cardiol. 123, 466–473 (2019).

    Article  PubMed  Google Scholar 

  51. Yoshihisa, A. et al. Liver fibrosis score predicts mortality in heart failure patients with preserved ejection fraction. ESC Heart Fail. 5, 262–270 (2018).

    Article  PubMed  Google Scholar 

  52. VanWagner, L. B. et al. Longitudinal association of non-alcoholic fatty liver disease with changes in myocardial structure and function: The CARDIA study. J. Am. Heart Assoc. 9, e014279 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  53. Chiu, L. S. et al. The association of non-alcoholic fatty liver disease and cardiac structure and function — Framingham Heart Study. Liver Int. 40, 2445–2454 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  54. DiStefano, J. K. & Gerhard, G. S. NAFLD in normal weight individuals. Diabetol. Metab. Syndr. 14, 45 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  55. Cong, F., Zhu, L., Deng, L., Xue, Q. & Wang, J. Correlation between nonalcoholic fatty liver disease and left ventricular diastolic dysfunction in non-obese adults: a cross-sectional study. BMC Gastroenterol. 23, 90 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  56. Peng, D. et al. Association of metabolic dysfunction-associated fatty liver disease with left ventricular diastolic function and cardiac morphology. Front. Endocrinol. 13, 935390 (2022).

    Article  Google Scholar 

  57. Tao, M. et al. Visceral adipose tissue and risk of nonalcoholic fatty liver disease: a Mendelian randomization study. Clin. Endocrinol. 99, 370–377 (2023).

    Article  Google Scholar 

  58. Sorimachi, H. et al. Pathophysiologic importance of visceral adipose tissue in women with heart failure and preserved ejection fraction. Eur. Heart J. 42, 1595–1605 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  59. Fuster, J. J., Ouchi, N., Gokce, N. & Walsh, K. Obesity-Induced changes in adipose tissue microenvironment and their impact on cardiovascular disease. Circ. Res. 118, 1786–1807 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Kolb, H. Obese visceral fat tissue inflammation: from protective to detrimental? BMC Med. 20, 494 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Wu, D. et al. Characterization of regulatory T cells in obese omental adipose tissue in humans. Eur. J. Immunol. 49, 336–347 (2019).

    Article  CAS  PubMed  Google Scholar 

  62. Fujisaka, S. et al. M2 macrophages in metabolism. Diabetol. Int. 7, 342–351 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  63. Murano, I. et al. Dead adipocytes, detected as crown-like structures, are prevalent in visceral fat depots of genetically obese mice. J. Lipid Res. 49, 1562–1568 (2008).

    Article  CAS  PubMed  Google Scholar 

  64. Pasarica, M. et al. Reduced adipose tissue oxygenation in human obesity: evidence for rarefaction, macrophage chemotaxis, and inflammation without an angiogenic response. Diabetes 58, 718–725 (2009).

    Article  CAS  PubMed  Google Scholar 

  65. Gliniak, C. M., Pedersen, L. & Scherer, P. E. Adipose tissue fibrosis: the unwanted houseguest invited by obesity. J. Endocrinol. 259, e230180 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. Kusminski, C. M. & Scherer, P. E. Mitochondrial dysfunction in white adipose tissue. Trends Endocrinol. Metab. 23, 435–443 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  67. Pafili, K. et al. Mitochondrial respiration is decreased in visceral but not subcutaneous adipose tissue in obese individuals with fatty liver disease. J. Hepatol. 77, 1504–1514 (2022).

    Article  CAS  PubMed  Google Scholar 

  68. Kirichenko, T. V. et al. The role of adipokines in inflammatory mechanisms of obesity. Int. J. Mol. Sci. 23, 14982 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. Rochlani, Y., Pothineni, N. V., Kovelamudi, S. & Mehta, J. L. Metabolic syndrome: pathophysiology, management, and modulation by natural compounds. Ther. Adv. Cardiovasc. Dis. 11, 215–225 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  70. Iacobellis, G. Epicardial adipose tissue in contemporary cardiology. Nat. Rev. Cardiol. 19, 593–606 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  71. Petta, S. et al. Epicardial fat, cardiac geometry and cardiac function in patients with non-alcoholic fatty liver disease: association with the severity of liver disease. J. Hepatol. 62, 928–933 (2015).

    Article  PubMed  Google Scholar 

  72. Inciardi, R. M. & Chandra, A. Epicardial adipose tissue in heart failure: risk factor or mediator? Eur. J. Heart Fail. 24, 1357–1358 (2022).

    Article  PubMed  Google Scholar 

  73. Kenchaiah, S. et al. Pericardial fat and the risk of heart failure. J. Am. Coll. Cardiol. 77, 2638–2652 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  74. Liu, B. et al. Association of epicardial adipose tissue with non-alcoholic fatty liver disease: a meta-analysis. Hepatol. Int. 13, 757–765 (2019).

    Article  PubMed  Google Scholar 

  75. Bale, L. K., West, S. A. & Conover, C. A. Characterization of mouse pericardial fat: regulation by PAPP-A. Growth Horm. IGF Res. 42-43, 1–7 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  76. Capone, F., Vettor, R. & Schiattarella, G. G. Cardiometabolic HFpEF: NASH of the Heart. Circulation 147, 451–453 (2023).

    Article  PubMed  Google Scholar 

  77. McGavock, J. M. et al. Cardiac steatosis in diabetes mellitus: a 1H-magnetic resonance spectroscopy study. Circulation 116, 1170–1175 (2007).

    Article  PubMed  Google Scholar 

  78. Kankaanpaa, M. et al. Myocardial triglyceride content and epicardial fat mass in human obesity: relationship to left ventricular function and serum free fatty acid levels. J. Clin. Endocrinol. Metab. 91, 4689–4695 (2006).

    Article  CAS  PubMed  Google Scholar 

  79. Daneii, P. et al. Lipids and diastolic dysfunction: recent evidence and findings. Nutr. Metab. Cardiovasc. Dis. 32, 1343–1352 (2022).

    Article  CAS  PubMed  Google Scholar 

  80. Schiattarella, G. G. et al. Nitrosative stress drives heart failure with preserved ejection fraction. Nature 568, 351–356 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Schiattarella, G. G. et al. Xbp1s-FoxO1 axis governs lipid accumulation and contractile performance in heart failure with preserved ejection fraction. Nat. Commun. 12, 1684 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  82. Williams, M. et al. Mouse model of heart failure with preserved ejection fraction driven by hyperlipidemia and enhanced cardiac low-density lipoprotein receptor expression. J. Am. Heart Assoc. 11, e027216 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  83. Wu, C. K. et al. Myocardial adipose deposition and the development of heart failure with preserved ejection fraction. Eur. J. Heart Fail. 22, 445–454 (2020).

    Article  CAS  PubMed  Google Scholar 

  84. Mahmod, M. et al. The interplay between metabolic alterations, diastolic strain rate and exercise capacity in mild heart failure with preserved ejection fraction: a cardiovascular magnetic resonance study. J. Cardiovasc. Magn. Reson. 20, 88 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  85. Rayner, J. J. et al. The relative contribution of metabolic and structural abnormalities to diastolic dysfunction in obesity. Int. J. Obes. 42, 441–447 (2018).

    Article  CAS  Google Scholar 

  86. Hammer, S. et al. Progressive caloric restriction induces dose-dependent changes in myocardial triglyceride content and diastolic function in healthy men. J. Clin. Endocrinol. Metab. 93, 497–503 (2008).

    Article  CAS  PubMed  Google Scholar 

  87. Bianco, C. et al. Non-invasive stratification of hepatocellular carcinoma risk in non-alcoholic fatty liver using polygenic risk scores. J. Hepatol. 74, 775–782 (2021).

    Article  CAS  PubMed  Google Scholar 

  88. Romeo, S., Sanyal, A. & Valenti, L. Leveraging human genetics to identify potential new treatments for fatty liver disease. Cell Metab. 31, 35–45 (2020).

    Article  CAS  PubMed  Google Scholar 

  89. Lipke, K., Kubis-Kubiak, A. & Piwowar, A. Molecular mechanism of lipotoxicity as an interesting aspect in the development of pathological states-current view of knowledge. Cells 11, 844 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  90. Ahmed, A., Cule, M., Bell, J. D., Sattar, N. & Yaghootkar, H. Differing genetic variants associated with liver fat and their contrasting relationships with cardiovascular diseases and cancer. J. Hepatol. 81, 921–929 (2024).

    Article  CAS  PubMed  Google Scholar 

  91. Koliaki, C. et al. Adaptation of hepatic mitochondrial function in humans with non-alcoholic fatty liver is lost in steatohepatitis. Cell Metab. 21, 739–746 (2015).

    Article  CAS  PubMed  Google Scholar 

  92. Peng, K. Y. et al. Mitochondrial dysfunction-related lipid changes occur in nonalcoholic fatty liver disease progression. J. Lipid Res. 59, 1977–1986 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  93. Li, M. et al. Trends in insulin resistance: insights into mechanisms and therapeutic strategy. Signal. Transduct. Target. Ther. 7, 216 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  94. Alshehade, S. et al. The role of protein kinases as key drivers of metabolic dysfunction-associated fatty liver disease progression: new insights and future directions. Life Sci. 305, 120732 (2022).

    Article  CAS  PubMed  Google Scholar 

  95. Jaishy, B. et al. Lipid-induced NOX2 activation inhibits autophagic flux by impairing lysosomal enzyme activity. J. Lipid Res. 56, 546–561 (2015).

    Article  CAS  PubMed  Google Scholar 

  96. Joseph, L. C. et al. Inhibition of NAPDH oxidase 2 (NOX2) prevents oxidative stress and mitochondrial abnormalities caused by saturated fat in cardiomyocytes. PLoS One 11, e0145750 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  97. Han, J. & Kaufman, R. J. The role of ER stress in lipid metabolism and lipotoxicity. J. Lipid Res. 57, 1329–1338 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  98. Lebeaupin, C. et al. Endoplasmic reticulum stress signalling and the pathogenesis of non-alcoholic fatty liver disease. J. Hepatol. 69, 927–947 (2018).

    Article  CAS  PubMed  Google Scholar 

  99. Leggat, J., Bidault, G. & Vidal-Puig, A. Lipotoxicity: a driver of heart failure with preserved ejection fraction? Clin. Sci. 135, 2265–2283 (2021).

    Article  CAS  Google Scholar 

  100. Geng, Y., Faber, K. N., de Meijer, V. E., Blokzijl, H. & Moshage, H. How does hepatic lipid accumulation lead to lipotoxicity in non-alcoholic fatty liver disease? Hepatol. Int. 15, 21–35 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  101. Incalza, M. A. et al. Oxidative stress and reactive oxygen species in endothelial dysfunction associated with cardiovascular and metabolic diseases. Vasc. Pharmacol. 100, 1–19 (2018).

    Article  CAS  Google Scholar 

  102. Zhang, Q. J. et al. Ceramide mediates vascular dysfunction in diet-induced obesity by PP2A-mediated dephosphorylation of the eNOS-Akt complex. Diabetes 61, 1848–1859 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  103. Rada, P., Gonzalez-Rodriguez, A., Garcia-Monzon, C. & Valverde, A. M. Understanding lipotoxicity in NAFLD pathogenesis: is CD36 a key driver? Cell Death Dis. 11, 802 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  104. Peiseler, M. et al. Immune mechanisms linking metabolic injury to inflammation and fibrosis in fatty liver disease — novel insights into cellular communication circuits. J. Hepatol. 77, 1136–1160 (2022).

    Article  CAS  PubMed  Google Scholar 

  105. Huby, T. & Gautier, E. L. Immune cell-mediated features of non-alcoholic steatohepatitis. Nat. Rev. Immunol. 22, 429–443 (2022).

    Article  CAS  PubMed  Google Scholar 

  106. Hanna, A. & Frangogiannis, N. G. Inflammatory cytokines and chemokines as therapeutic targets in heart failure. Cardiovasc. Drugs Ther. 34, 849–863 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  107. Li, N. et al. The Th17/Treg imbalance exists in patients with heart failure with normal ejection fraction and heart failure with reduced ejection fraction. Clin. Chim. Acta 411, 1963–1968 (2010).

    Article  CAS  PubMed  Google Scholar 

  108. Hahn, V. S. et al. Myocardial gene expression signatures in human heart failure with preserved ejection fraction. Circulation 143, 120–134 (2021).

    Article  CAS  PubMed  Google Scholar 

  109. Hahn, V. S. et al. Endomyocardial biopsy characterization of heart failure with preserved ejection fraction and prevalence of cardiac amyloidosis. JACC Heart Fail. 8, 712–724 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  110. Ye, B. et al. Left ventricular gene expression in heart failure with preserved ejection fraction-profibrotic and proinflammatory pathways and genes. Circ. Heart Fail. 16, e010395 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  111. Smolgovsky, S. et al. Impaired T cell IRE1α/XBP1 signaling directs inflammation in experimental heart failure with preserved ejection fraction. J. Clin. Invest. 133, e171874 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  112. Schiattarella, G. G. et al. Immunometabolic mechanisms of heart failure with preserved ejection fraction. Nat. Cardiovasc. Res. 1, 211–222 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  113. Schiattarella, G. G., Rodolico, D. & Hill, J. A. Metabolic inflammation in heart failure with preserved ejection fraction. Cardiovasc. Res. 117, 423–434 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  114. Hammoutene, A. & Rautou, P. E. Role of liver sinusoidal endothelial cells in non-alcoholic fatty liver disease. J. Hepatol. 70, 1278–1291 (2019).

    Article  CAS  PubMed  Google Scholar 

  115. Kim, S. Y. et al. Pro-inflammatory hepatic macrophages generate ROS through NADPH oxidase 2 via endocytosis of monomeric TLR4-MD2 complex. Nat. Commun. 8, 2247 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  116. Peleman, C., Francque, S. & Berghe, T. V. Emerging role of ferroptosis in metabolic dysfunction-associated steatotic liver disease: revisiting hepatic lipid peroxidation. EBioMedicine 102, 105088 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  117. Fonseka, O. et al. XBP1s-EDEM2 prevents the onset and development of HFpEF by ameliorating cardiac lipotoxicity. Circulation 151, 1583–1605 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  118. Xiong, Y. et al. Inhibition of ferroptosis reverses heart failure with preserved ejection fraction in mice. J. Transl. Med. 22, 199 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  119. Delalat, S. et al. Dysregulated inflammation, oxidative stress, and protein quality control in diabetic HFpEF: unraveling mechanisms and therapeutic targets. Cardiovasc. Diabetol. 24, 211 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  120. Schnabl, B., Damman, C. J. & Carr, R. M. Metabolic dysfunction-associated steatotic liver disease and the gut microbiome: pathogenic insights and therapeutic innovations. J. Clin. Invest. 135, e186423 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  121. Snelson, M. et al. Gut-heart axis: the role of gut microbiota and metabolites in heart failure. Circ. Res. 136, 1382–1406 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  122. Guivala, S. J. et al. Interactions between the gut microbiome, associated metabolites and the manifestation and progression of heart failure with preserved ejection fraction in ZSF1 rats. Cardiovasc. Diabetol. 23, 299 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  123. Dong, Z., Zheng, S., Shen, Z., Luo, Y. & Hai, X. Trimethylamine N-oxide is associated with heart failure risk in patients with preserved ejection fraction. Lab. Med. 52, 346–351 (2021).

    Article  PubMed  Google Scholar 

  124. Bradley, S. E. et al. The effect of exercise on the splanchnic blood flow and splanchnic blood volume in normal man. Clin. Sci. 15, 457–463 (1956).

    CAS  PubMed  Google Scholar 

  125. Hirooka, M. et al. Nonalcoholic fatty liver disease: portal hypertension due to outflow block in patients without cirrhosis. Radiology 274, 597–604 (2015).

    Article  PubMed  Google Scholar 

  126. Fudim, M., Sobotka, P. A. & Dunlap, M. E. Extracardiac abnormalities of preload reserve: mechanisms underlying exercise limitation in heart failure with preserved ejection fraction, autonomic dysfunction, and liver disease. Circ. Heart Fail. 14, e007308 (2021).

    Article  PubMed  Google Scholar 

  127. Ahlers, C. G., Patel, P., Parikh, K. & Fudim, M. Use of invasive cardiopulmonary exercise testing to diagnose preload reserve failure in patients with liver disease. ESC Heart Fail. 11, 587–593 (2024).

    Article  PubMed  Google Scholar 

  128. Matyas, C., Hasko, G., Liaudet, L., Trojnar, E. & Pacher, P. Interplay of cardiovascular mediators, oxidative stress and inflammation in liver disease and its complications. Nat. Rev. Cardiol. 18, 117–135 (2021).

    Article  PubMed  Google Scholar 

  129. Turco, L. et al. Cardiopulmonary hemodynamics and C-reactive protein as prognostic indicators in compensated and decompensated cirrhosis. J. Hepatol. 68, 949–958 (2018).

    Article  CAS  PubMed  Google Scholar 

  130. Razpotnik, M. et al. The prevalence of cirrhotic cardiomyopathy according to different diagnostic criteria. Liver Int. 41, 1058–1069 (2021).

    Article  PubMed  Google Scholar 

  131. Stundiene, I. et al. Liver cirrhosis and left ventricle diastolic dysfunction: systematic review. World J. Gastroenterol. 25, 4779–4795 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  132. Glenn, T. K., Honar, H., Liu, H., ter Keurs, H. E. & Lee, S. S. Role of cardiac myofilament proteins titin and collagen in the pathogenesis of diastolic dysfunction in cirrhotic rats. J. Hepatol. 55, 1249–1255 (2011).

    Article  CAS  PubMed  Google Scholar 

  133. Jamialahmadi, O., Tavaglione, F., Rawshani, A., Ljungman, C. & Romeo, S. Fatty liver disease, heart rate and cardiac remodelling: evidence from the UK Biobank. Liver Int. 43, 1247–1255 (2023).

    Article  CAS  PubMed  Google Scholar 

  134. Xanthopoulos, A., Starling, R. C., Kitai, T. & Triposkiadis, F. Heart failure and liver disease: cardiohepatic interactions. JACC Heart Fail. 7, 87–97 (2019).

    Article  PubMed  Google Scholar 

  135. Shi, Y. et al. Metabolic syndrome nonalcoholic steatohepatitis male mouse with adeno-associated viral renin as a novel model for heart failure with preserved ejection fraction. J. Am. Heart Assoc. 13, e035894 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  136. Kotronen, A. et al. Increased coagulation factor VIII, IX, XI and XII activities in non-alcoholic fatty liver disease. Liver Int. 31, 176–183 (2011).

    Article  CAS  PubMed  Google Scholar 

  137. Degertekin, B., Ozenirler, S., Elbeg, S. & Akyol, G. The serum endothelin-1 level in steatosis and NASH, and its relation with severity of liver fibrosis. Dig. Dis. Sci. 52, 2622–2628 (2007).

    Article  CAS  PubMed  Google Scholar 

  138. Targher, G., Corey, K. E. & Byrne, C. D. NAFLD, and cardiovascular and cardiac diseases: factors influencing risk, prediction and treatment. Diabetes Metab. 47, 101215 (2021).

    Article  CAS  PubMed  Google Scholar 

  139. Wang, Y., Zeng, Y., Lin, C. & Chen, Z. Hypertension and non-alcoholic fatty liver disease proven by transient elastography. Hepatol. Res. 46, 1304–1310 (2016).

    Article  CAS  PubMed  Google Scholar 

  140. Zhou, X. D. et al. Effect of hypertension on long-term adverse clinical outcomes and liver fibrosis progression in MASLD. J. Hepatol. https://doi.org/10.1016/j.jhep.2025.08.017 (2025).

    Article  PubMed  Google Scholar 

  141. Lonardo, A., Nascimbeni, F., Mantovani, A. & Targher, G. Hypertension, diabetes, atherosclerosis and NASH: cause or consequence? J. Hepatol. 68, 335–352 (2018).

    Article  PubMed  Google Scholar 

  142. Jeong, J. et al. Association of metabolic dysfunction-associated steatotic liver disease and steatosis-associated fibrosis estimator with subclinical coronary atherosclerosis: observation cohort study. Sci. Rep. 15, 24953 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  143. Anstee, Q. M., Mantovani, A., Tilg, H. & Targher, G. Risk of cardiomyopathy and cardiac arrhythmias in patients with nonalcoholic fatty liver disease. Nat. Rev. Gastroenterol. Hepatol. 15, 425–439 (2018).

    Article  PubMed  Google Scholar 

  144. Stahl, E. P. et al. Nonalcoholic fatty liver disease and the heart: JACC state-of-the-art review. J. Am. Coll. Cardiol. 73, 948–963 (2019).

    Article  PubMed  Google Scholar 

  145. Mantovani, A. et al. Risk of heart failure in patients with nonalcoholic fatty liver disease: JACC review topic of the week. J. Am. Coll. Cardiol. 79, 180–191 (2022).

    Article  CAS  PubMed  Google Scholar 

  146. Itier, R. et al. Non-alcoholic fatty liver disease and heart failure with preserved ejection fraction: from pathophysiology to practical issues. ESC Heart Fail. 8, 789–798 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  147. Badmus, O. O., Hinds, T. D. Jr. & Stec, D. E. Mechanisms linking metabolic-associated fatty liver disease (MAFLD) to cardiovascular disease. Curr. Hypertens. Rep. 25, 151–162 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  148. Zhou, J., Bai, L., Zhang, X. J., Li, H. & Cai, J. Nonalcoholic fatty liver disease and cardiac remodeling risk: pathophysiological mechanisms and clinical implications. Hepatology 74, 2839–2847 (2021).

    Article  PubMed  Google Scholar 

  149. Byrne, C. D. & Targher, G. Non-alcoholic fatty liver disease-related risk of cardiovascular disease and other cardiac complications. Diabetes Obes. Metab. 24, 28–43 (2022).

    Article  PubMed  Google Scholar 

  150. Perseghin, G. et al. Increased mediastinal fat and impaired left ventricular energy metabolism in young men with newly found fatty liver. Hepatology 47, 51–58 (2008).

    Article  CAS  PubMed  Google Scholar 

  151. Bugianesi, E. & Gastaldelli, A. Hepatic and cardiac steatosis: are they coupled? Heart Fail. Clin. 8, 663–670 (2012).

    Article  PubMed  Google Scholar 

  152. Badmus, O. O. et al. Loss of hepatic PPARα in mice causes hypertension and cardiovascular disease. Am. J. Physiol. Regul. Integr. Comp. Physiol. 325, R81–R95 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  153. Badmus, O. O. et al. Cardiac lipotoxicity and fibrosis underlie impaired contractility in a mouse model of metabolic dysfunction-associated steatotic liver disease. FASEB Bioadv. 6, 131–142 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  154. Kucsera, D. et al. NASH triggers cardiometabolic HFpEF in aging mice. Geroscience 46, 4517–4531 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  155. Kucsera, D. et al. IL-1β neutralization prevents diastolic dysfunction development, but lacks hepatoprotective effect in an aged mouse model of NASH. Sci. Rep. 13, 356 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  156. Heeren, J. & Scheja, L. Metabolic-associated fatty liver disease and lipoprotein metabolism. Mol. Metab. 50, 101238 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  157. Capone, F. et al. Cardiac metabolism in HFpEF: from fuel to signalling. Cardiovascular Res. 118, 3556–3575 (2023).

    Article  Google Scholar 

  158. Schulze, P. C., Drosatos, K. & Goldberg, I. J. Lipid use and misuse by the heart. Circ. Res. 118, 1736–1751 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  159. Tang, K. et al. Association between non-alcoholic fatty liver disease and myocardial glucose uptake measured by 18F-fluorodeoxyglucose positron emission tomography. J. Nucl. Cardiol. 27, 1679–1688 (2020).

    Article  PubMed  Google Scholar 

  160. Lautamaki, R. et al. Liver steatosis coexists with myocardial insulin resistance and coronary dysfunction in patients with type 2 diabetes. Am. J. Physiol. Endocrinol. Metab. 291, E282–E290 (2006).

    Article  CAS  PubMed  Google Scholar 

  161. Karwi, Q. G. et al. Weight loss enhances cardiac energy metabolism and function in heart failure associated with obesity. Diabetes Obes. Metab. 21, 1944–1955 (2019).

    Article  CAS  PubMed  Google Scholar 

  162. Jelenik, T. et al. Insulin resistance and vulnerability to cardiac ischemia. Diabetes 67, 2695–2702 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  163. Viglino, C., Khoramdin, B., Praplan, G. & Montessuit, C. Pleiotropic effects of chronic phorbol ester treatment to improve glucose transport in insulin-resistant cardiomyocytes. J. Cell Biochem. 118, 4716–4727 (2017).

    Article  CAS  PubMed  Google Scholar 

  164. Jia, G., DeMarco, V. G. & Sowers, J. R. Insulin resistance and hyperinsulinaemia in diabetic cardiomyopathy. Nat. Rev. Endocrinol. 12, 144–153 (2016).

    Article  CAS  PubMed  Google Scholar 

  165. Tran, D. H. & Wang, Z. V. Glucose metabolism in cardiac hypertrophy and heart failure. J. Am. Heart Assoc. 8, e012673 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  166. Mittendorfer, B., Yoshino, M., Patterson, B. W. & Klein, S. VLDL triglyceride kinetics in lean, overweight, and obese men and women. J. Clin. Endocrinol. Metab. 101, 4151–4160 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  167. Fabbrini, E. et al. Alterations in adipose tissue and hepatic lipid kinetics in obese men and women with nonalcoholic fatty liver disease. Gastroenterology 134, 424–431 (2008).

    Article  CAS  PubMed  Google Scholar 

  168. Puchalska, P. & Crawford, P. A. Multi-dimensional roles of ketone bodies in fuel metabolism, signaling, and therapeutics. Cell Metab. 25, 262–284 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  169. Horton, J. L. et al. The failing heart utilizes 3-hydroxybutyrate as a metabolic stress defense. JCI Insight 4, e124079 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  170. Aubert, G. et al. The failing heart relies on ketone bodies as a fuel. Circulation 133, 698–705 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  171. Bedi, K. C. Jr. et al. Evidence for intramyocardial disruption of lipid metabolism and increased myocardial ketone utilization in advanced human heart failure. Circulation 133, 706–716 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  172. Mey, J. T. et al. β-Hydroxybutyrate is reduced in humans with obesity-related NAFLD and displays a dose-dependent effect on skeletal muscle mitochondrial respiration in vitro. Am. J. Physiol. Endocrinol. Metab. 319, E187–E195 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  173. Moore, M. P. et al. Relationship between serum β-hydroxybutyrate and hepatic fatty acid oxidation in individuals with obesity and NAFLD. Am. J. Physiol. Endocrinol. Metab. 326, E493–E502 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  174. Fletcher, J. A. et al. Impaired ketogenesis and increased acetyl-CoA oxidation promote hyperglycemia in human fatty liver. JCI Insight 5, e127737 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  175. Deng, Y. et al. Targeting mitochondria-inflammation circuit by β-hydroxybutyrate mitigates HFpEF. Circ. Res. 128, 232–245 (2021).

    Article  CAS  PubMed  Google Scholar 

  176. Youm, Y. H. et al. The ketone metabolite β-hydroxybutyrate blocks NLRP3 inflammasome-mediated inflammatory disease. Nat. Med. 21, 263–269 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  177. Burrage, M. K. et al. Energetic basis for exercise-induced pulmonary congestion in heart failure with preserved ejection fraction. Circulation 144, 1664–1678 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  178. Shi, X. et al. Circulating branch chain amino acids and improvement in liver fat content in response to exercise interventions in NAFLD. Sci. Rep. 11, 13415 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  179. McGarrah, R. W. et al. Dietary branched-chain amino acid restriction alters fuel selection and reduces triglyceride stores in hearts of Zucker fatty rats. Am. J. Physiol. Endocrinol. Metab. 318, E216–E223 (2020).

    Article  CAS  PubMed  Google Scholar 

  180. Montgomery, M. K., De Nardo, W. & Watt, M. J. Impact of lipotoxicity on tissue “cross talk” and metabolic regulation. Physiology 34, 134–149 (2019).

    Article  CAS  PubMed  Google Scholar 

  181. Meex, R. C. et al. Fetuin B Is a secreted hepatocyte factor linking steatosis to impaired glucose metabolism. Cell Metab. 22, 1078–1089 (2015).

    Article  CAS  PubMed  Google Scholar 

  182. Montgomery, M. K. et al. Deep proteomic profiling unveils arylsulfatase A as a non-alcoholic steatohepatitis inducible hepatokine and regulator of glycemic control. Nat. Commun. 13, 1259 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  183. Stefan, N., Schick, F., Birkenfeld, A. L., Haring, H. U. & White, M. F. The role of hepatokines in NAFLD. Cell Metab. 35, 236–252 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  184. Liu, S. et al. Systematic review and meta-analysis of circulating fetuin-A levels in nonalcoholic fatty liver disease. J. Clin. Transl. Hepatol. 9, 3–14 (2021).

    PubMed  Google Scholar 

  185. Pal, D. et al. Fetuin-A acts as an endogenous ligand of TLR4 to promote lipid-induced insulin resistance. Nat. Med. 18, 1279–1285 (2012).

    Article  CAS  PubMed  Google Scholar 

  186. Al Ali, L. et al. Fetuin-A and its genetic association with cardiometabolic disease. Sci. Rep. 13, 21469 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  187. Pan, X. et al. Fetuin-A in Metabolic syndrome: a systematic review and meta-analysis. PLoS One 15, e0229776 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  188. Itoh, N., Nakayama, Y. & Konishi, M. Roles of FGFs as paracrine or endocrine signals in liver development, health, and disease. Front. Cell Dev. Biol. 4, 30 (2016).

    PubMed  PubMed Central  Google Scholar 

  189. Itoh, N. & Ohta, H. Pathophysiological roles of FGF signaling in the heart. Front. Physiol. 4, 247 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  190. Badman, M. K. et al. Hepatic fibroblast growth factor 21 is regulated by PPARα and is a key mediator of hepatic lipid metabolism in ketotic states. Cell Metab. 5, 426–437 (2007).

    Article  CAS  PubMed  Google Scholar 

  191. Ong, K. L. et al. Association of elevated circulating fibroblast growth factor 21 levels with prevalent and incident metabolic syndrome: the Multi-Ethnic Study of Atherosclerosis. Atherosclerosis 281, 200–206 (2019).

    Article  CAS  PubMed  Google Scholar 

  192. He, L. et al. Diagnostic value of CK-18, FGF-21, and related biomarker panel in nonalcoholic fatty liver disease: a systematic review and meta-analysis. Biomed. Res. Int. 2017, 9729107 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  193. Falamarzi, K. et al. The role of FGF21 and its analogs on liver associated diseases. Front. Med. 9, 967375 (2022).

    Article  Google Scholar 

  194. Harrison, S. A., Rolph, T., Knot, M. & Dubourg, J. FGF21 agonists: an emerging therapeutic for metabolic dysfunction-associated steatohepatitis and beyond. J. Hepatol. https://doi.org/10.1016/j.jhep.2024.04.034 (2024).

    Article  PubMed  Google Scholar 

  195. Geng, L., Lam, K. S. L. & Xu, A. The therapeutic potential of FGF21 in metabolic diseases: from bench to clinic. Nat. Rev. Endocrinol. 16, 654–667 (2020).

    Article  CAS  PubMed  Google Scholar 

  196. Yano, K. et al. Hepatocyte-specific fibroblast growth factor 21 overexpression ameliorates high-fat diet-induced obesity and liver steatosis in mice. Lab. Invest. 102, 281–289 (2022).

    Article  CAS  PubMed  Google Scholar 

  197. Jimenez, V. et al. Reversion of metabolic dysfunction-associated steatohepatitis by skeletal muscle-directed FGF21 gene therapy. Mol. Ther. 32, 4285–4302 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  198. Hui, Q., Jin, Z., Li, X., Liu, C. & Wang, X. FGF family: from drug development to clinical application. Int. J. Mol. Sci. 19, 1875 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  199. Planavila, A. et al. Fibroblast growth factor 21 protects against cardiac hypertrophy in mice. Nat. Commun. 4, 2019 (2013).

    Article  CAS  PubMed  Google Scholar 

  200. Planavila, A., Redondo-Angulo, I. & Villarroya, F. FGF21 and cardiac physiopathology. Front. Endocrinol. 6, 133 (2015).

    Article  Google Scholar 

  201. Yang, H. et al. Fibroblast growth factor-21 prevents diabetic cardiomyopathy via AMPK-mediated antioxidation and lipid-lowering effects in the heart. Cell Death Dis. 9, 227 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  202. Yan, X. et al. FGF21 deletion exacerbates diabetic cardiomyopathy by aggravating cardiac lipid accumulation. J. Cell Mol. Med. 19, 1557–1568 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  203. Jin, L. et al. FGF21-sirtuin 3 axis confers the protective effects of exercise against diabetic cardiomyopathy by governing mitochondrial integrity. Circulation 146, 1537–1557 (2022).

    Article  CAS  PubMed  Google Scholar 

  204. Sun, J. Y. et al. An IL-6/STAT3/MR/FGF21 axis mediates heart-liver cross-talk after myocardial infarction. Sci. Adv. 9, eade4110 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  205. Yanucil, C. et al. FGF21-FGFR4 signaling in cardiac myocytes promotes concentric cardiac hypertrophy in mouse models of diabetes. Sci. Rep. 12, 7326 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  206. Di Lisa, F. & Itoh, N. Cardiac Fgf21 synthesis and release: an autocrine loop for boosting up antioxidant defenses in failing hearts. Cardiovasc. Res. 106, 1–3 (2015).

    Article  PubMed  Google Scholar 

  207. Chou, R. H. et al. Circulating fibroblast growth factor 21 is associated with diastolic dysfunction in heart failure patients with preserved ejection fraction. Sci. Rep. 6, 33953 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  208. Yan, B., Ma, S., Yan, C. & Han, Y. Fibroblast growth factor 21 and prognosis of patients with cardiovascular disease: a meta-analysis. Front. Endocrinol. 14, 1108234 (2023).

    Article  Google Scholar 

  209. So, W. Y. et al. High glucose represses β-klotho expression and impairs fibroblast growth factor 21 action in mouse pancreatic islets: involvement of peroxisome proliferator-activated receptor γ signaling. Diabetes 62, 3751–3759 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  210. Fisher, F. M. et al. Obesity is a fibroblast growth factor 21 (FGF21)-resistant state. Diabetes 59, 2781–2789 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  211. Geng, L. et al. Exercise alleviates obesity-induced metabolic dysfunction via enhancing FGF21 sensitivity in adipose tissues. Cell Rep. 26, 2738–2752.e4 (2019).

    Article  CAS  PubMed  Google Scholar 

  212. Liu, X., Shao, Y., Han, L., Zhang, R. & Chen, J. Emerging evidence linking the liver to the cardiovascular system: liver-derived secretory factors. J. Clin. Transl. Hepatol. 11, 1246–1255 (2023).

    PubMed  PubMed Central  Google Scholar 

  213. Jung, T. W., Yoo, H. J. & Choi, K. M. Implication of hepatokines in metabolic disorders and cardiovascular diseases. BBA Clin. 5, 108–113 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  214. Jasaszwili, M., Billert, M., Strowski, M. Z., Nowak, K. W. & Skrzypski, M. Adropin as a fat-burning hormone with multiple functions-review of a decade of research. Molecules 25, 549 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  215. Kutlu, O. et al. Serum adropin levels are reduced in adult patients with nonalcoholic fatty liver disease. Med. Princ. Pract. 28, 463–469 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  216. Altamimi, T. R. et al. Adropin regulates cardiac energy metabolism and improves cardiac function and efficiency. Metabolism 98, 37–48 (2019).

    Article  CAS  PubMed  Google Scholar 

  217. Thapa, D. et al. Adropin treatment restores cardiac glucose oxidation in pre-diabetic obese mice. J. Mol. Cell Cardiol. 129, 174–178 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  218. Thapa, D. et al. Adropin regulates pyruvate dehydrogenase in cardiac cells via a novel GPCR-MAPK-PDK4 signaling pathway. Redox Biol. 18, 25–32 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  219. Liu, M. et al. Adropin alleviates myocardial fibrosis in diabetic cardiomyopathy rats: a preliminary study. Front. Cardiovasc. Med. 8, 688586 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  220. Cao, Y. et al. Liver-heart cross-talk mediated by coagulation factor XI protects against heart failure. Science 377, 1399–1406 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  221. Strocchi, S. et al. Systems biology approach uncovers candidates for liver-heart interorgan crosstalk in HFpEF. Circ. Res. 135, 873–876 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  222. Raposo, G. & Stoorvogel, W. Extracellular vesicles: exosomes, microvesicles, and friends. J. Cell Biol. 200, 373–383 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  223. Huang-Doran, I., Zhang, C. Y. & Vidal-Puig, A. Extracellular vesicles: novel mediators of cell communication in metabolic disease. Trends Endocrinol. Metab. 28, 3–18 (2017).

    Article  CAS  PubMed  Google Scholar 

  224. Wang, W. et al. The crosstalk: exosomes and lipid metabolism. Cell Commun. Signal. 18, 119 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  225. Li, W. & Yu, L. Role and therapeutic perspectives of extracellular vesicles derived from liver and adipose tissue in metabolic dysfunction-associated steatotic liver disease. Artif. Cell Nanomed. Biotechnol. 52, 355–369 (2024).

    Article  CAS  Google Scholar 

  226. Gonzalez-Blanco, C. et al. The role of extracellular vesicles in metabolic diseases. Biomedicines 12, 992 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  227. Zhang, J. et al. Lipid-induced DRAM recruits STOM to lysosomes and induces LMP to promote exosome release from hepatocytes in NAFLD. Sci. Adv. 7, eabh1541 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  228. Kornek, M. et al. Circulating microparticles as disease-specific biomarkers of severity of inflammation in patients with hepatitis C or nonalcoholic steatohepatitis. Gastroenterology 143, 448–458 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  229. Jiang, F. et al. Hepatocyte-derived extracellular vesicles promote endothelial inflammation and atherogenesis via microRNA-1. J. Hepatol. 72, 156–166 (2020).

    Article  CAS  PubMed  Google Scholar 

  230. Hirsova, P. et al. Lipid-induced signaling causes release of inflammatory extracellular vesicles from hepatocytes. Gastroenterology 150, 956–967 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  231. Zuo, R. et al. Hepatic small extracellular vesicles promote microvascular endothelial hyperpermeability during NAFLD via novel-miRNA-7. J. Nanobiotechnol. 19, 396 (2021).

    Article  CAS  Google Scholar 

  232. de Abreu, R. C. et al. Native and bioengineered extracellular vesicles for cardiovascular therapeutics. Nat. Rev. Cardiol. 17, 685–697 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  233. Povero, D. et al. Circulating extracellular vesicles with specific proteome and liver microRNAs are potential biomarkers for liver injury in experimental fatty liver disease. PLoS One 9, e113651 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  234. Povero, D. et al. Characterization and proteome of circulating extracellular vesicles as potential biomarkers for NASH. Hepatol. Commun. 4, 1263–1278 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  235. Paluschinski, M. et al. Extracellular vesicles as markers of liver function: optimized workflow for biomarker identification in liver disease. Int. J. Mol. Sci. 24, 9631 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  236. Newman, L. A. et al. Selective isolation of liver-derived extracellular vesicles redefines performance of miRNA biomarkers for non-alcoholic fatty liver disease. Biomedicines 10, 195 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  237. Garcia-Martinez, I. et al. Hepatocyte mitochondrial DNA drives nonalcoholic steatohepatitis by activation of TLR9. J. Clin. Invest. 126, 859–864 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  238. Bandiera, S., Pfeffer, S., Baumert, T. F. & Zeisel, M. B. miR-122-a key factor and therapeutic target in liver disease. J. Hepatol. 62, 448–457 (2015).

    Article  CAS  PubMed  Google Scholar 

  239. Esau, C. et al. miR-122 regulation of lipid metabolism revealed by in vivo antisense targeting. Cell Metab. 3, 87–98 (2006).

    Article  CAS  PubMed  Google Scholar 

  240. Cermelli, S., Ruggieri, A., Marrero, J. A., Ioannou, G. N. & Beretta, L. Circulating microRNAs in patients with chronic hepatitis C and non-alcoholic fatty liver disease. PLoS One 6, e23937 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  241. Corsten, M. F. et al. Circulating microRNA-208b and microRNA-499 reflect myocardial damage in cardiovascular disease. Circ. Cardiovasc. Genet. 3, 499–506 (2010).

    Article  PubMed  Google Scholar 

  242. Stojkovic, S. et al. Liver-specific microRNA-122 as prognostic biomarker in patients with chronic systolic heart failure. Int. J. Cardiol. 303, 80–85 (2020).

    Article  PubMed  Google Scholar 

  243. Cakmak, H. A. et al. The prognostic value of circulating microRNAs in heart failure: preliminary results from a genome-wide expression study. J. Cardiovasc. Med. 16, 431–437 (2015).

    Article  CAS  Google Scholar 

  244. Liu, Y., Song, J. W., Lin, J. Y., Miao, R. & Zhong, J. C. Roles of microRNA-122 in cardiovascular fibrosis and related diseases. Cardiovasc. Toxicol. 20, 463–473 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  245. Wang, Y., Jin, P., Liu, J. & Xie, X. Exosomal microRNA-122 mediates obesity-related cardiomyopathy through suppressing mitochondrial ADP-ribosylation factor-like 2. Clin. Sci. 133, 1871–1881 (2019).

    Article  CAS  Google Scholar 

  246. Royo, F. et al. Hepatocyte-secreted extracellular vesicles modify blood metabolome and endothelial function by an arginase-dependent mechanism. Sci. Rep. 7, 42798 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  247. European Association for the Study of the Liver (EASL); European Association for the Study of Diabetes (EASD); European Association for the Study of Obesity (EASO). EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). J. Hepatol. 81, 492–542 (2024).

    Article  Google Scholar 

  248. McDonagh, T. A. et al. 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure. Eur. Heart J. 42, 3599–3726 (2021).

    Article  CAS  PubMed  Google Scholar 

  249. Heidenreich, P. A. et al. 2022 AHA/ACC/HFSA Guideline for the management of heart failure: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation 145, e895–e1032 (2022).

    PubMed  Google Scholar 

  250. Hernaez, R. et al. Diagnostic accuracy and reliability of ultrasonography for the detection of fatty liver: a meta-analysis. Hepatology 54, 1082–1090 (2011).

    Article  PubMed  PubMed Central  Google Scholar 

  251. Bril, F. et al. Clinical value of liver ultrasound for the diagnosis of nonalcoholic fatty liver disease in overweight and obese patients. Liver Int. 35, 2139–2146 (2015).

    Article  CAS  PubMed  Google Scholar 

  252. Siddiqui, M. S. et al. Vibration-controlled transient elastography to assess fibrosis and steatosis in patients with nonalcoholic fatty liver disease. Clin. Gastroenterol. Hepatol. 17, 156–163.e2 (2019).

    Article  PubMed  Google Scholar 

  253. Castera, L. et al. Pitfalls of liver stiffness measurement: a 5-year prospective study of 13,369 examinations. Hepatology 51, 828–835 (2010).

    Article  PubMed  Google Scholar 

  254. Pieske, B. et al. How to diagnose heart failure with preserved ejection fraction: the HFA-PEFF diagnostic algorithm: a consensus recommendation from the Heart Failure Association (HFA) of the European Society of Cardiology (ESC). Eur. Heart J. 40, 3297–3317 (2019).

    Article  PubMed  Google Scholar 

  255. Obokata, M. et al. Direct comparison of cardiac magnetic resonance feature tracking and 2D/3D echocardiography speckle tracking for evaluation of global left ventricular strain. Eur. Heart J. Cardiovasc. Imaging 17, 525–532 (2016).

    Article  PubMed  Google Scholar 

  256. Chamsi-Pasha, M. A., Zhan, Y., Debs, D. & Shah, D. J. CMR in the evaluation of diastolic dysfunction and phenotyping of HFpEF: current role and future perspectives. JACC Cardiovasc. Imaging 13, 283–296 (2020).

    Article  PubMed  Google Scholar 

  257. Rider, O. J. et al. Myocardial tissue phase mapping reveals impaired myocardial tissue velocities in obesity. Int. J. Cardiovasc. Imaging 31, 339–347 (2015).

    Article  PubMed  Google Scholar 

  258. Ito, H. et al. Cardiovascular magnetic resonance feature tracking for characterization of patients with heart failure with preserved ejection fraction: correlation of global longitudinal strain with invasive diastolic functional indices. J. Cardiovasc. Magn. Reson. 22, 42 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  259. Bakermans, A. J. et al. Quantification of myocardial creatine and triglyceride content in the human heart: precision and accuracy of in vivo proton magnetic resonance spectroscopy. J. Magn. Reson. Imaging 54, 411–420 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  260. Ellims, A. H. et al. Diffuse myocardial fibrosis evaluated by post-contrast T1 mapping correlates with left ventricular stiffness. J. Am. Coll. Cardiol. 63, 1112–1118 (2014).

    Article  PubMed  Google Scholar 

  261. Schelbert, E. B. et al. Temporal relation between myocardial fibrosis and heart failure with preserved ejection fraction: association with baseline disease severity and subsequent outcome. JAMA Cardiol. 2, 995–1006 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  262. Rider, O. J. et al. Noninvasive in vivo assessment of cardiac metabolism in the healthy and diabetic human heart using hyperpolarized 13C MRI. Circ. Res. 126, 725–736 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  263. Pradella, M. et al. A comprehensive evaluation of the left atrium using cardiovascular magnetic resonance. J. Cardiovasc. Magn. Reson. 27, 101852 (2025).

    Article  PubMed  PubMed Central  Google Scholar 

  264. Gu, J. et al. Diagnostic value of MRI-PDFF for hepatic steatosis in patients with non-alcoholic fatty liver disease: a meta-analysis. Eur. Radiol. 29, 3564–3573 (2019).

    Article  PubMed  Google Scholar 

  265. Pavlides, M. et al. Multiparametric magnetic resonance imaging for the assessment of non-alcoholic fatty liver disease severity. Liver Int. 37, 1065–1073 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  266. McCracken, C. et al. Multi-organ imaging demonstrates the heart-brain-liver axis in UK Biobank participants. Nat. Commun. 13, 7839 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  267. Roca-Fernandez, A. et al. Liver disease is a significant risk factor for cardiovascular outcomes — a UK Biobank study. J. Hepatol. 79, 1085–1095 (2023).

    Article  CAS  PubMed  Google Scholar 

  268. Loomba, R. et al. Tirzepatide for metabolic dysfunction-associated steatohepatitis with liver fibrosis. N. Engl. J. Med. 391, 299–310 (2024).

    Article  CAS  PubMed  Google Scholar 

  269. Reddy, Y. N. V. et al. Characterization of the obese phenotype of heart failure with preserved ejection fraction: a RELAX Trial Ancillary Study. Mayo Clin. Proc. 94, 1199–1209 (2019).

    Article  PubMed  Google Scholar 

  270. He, J. et al. Clinical features, myocardial strain and tissue characteristics of heart failure with preserved ejection fraction in patients with obesity: a prospective cohort study. EClinicalMedicine 55, 101723 (2023).

    Article  PubMed  Google Scholar 

  271. Reddy, Y. N. V. et al. Evidence-based application of natriuretic peptides in the evaluation of chronic heart failure with preserved ejection fraction in the ambulatory outpatient setting. Circulation 151, 976–989 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  272. Verbrugge, F. H. et al. Heart failure with preserved ejection fraction in patients with normal natriuretic peptide levels is associated with increased morbidity and mortality. Eur. Heart J. 43, 1941–1951 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  273. Baccouche, B. M. & Rhodenhiser, E. Galectin-3 and HFpEF: clarifying an emerging relationship. Curr. Cardiol. Rev. 19, 19–26 (2023).

    PubMed  PubMed Central  Google Scholar 

  274. Rabkin, S. W. & Tang, J. K. K. The utility of growth differentiation factor-15, galectin-3, and sST2 as biomarkers for the diagnosis of heart failure with preserved ejection fraction and compared to heart failure with reduced ejection fraction: a systematic review. Heart Fail. Rev. 26, 799–812 (2021).

    Article  CAS  PubMed  Google Scholar 

  275. Duprez, D. A. et al. Predictive value of collagen biomarkers for heart failure with and without preserved ejection fraction: MESA (Multi-Ethnic Study of Atherosclerosis). J. Am. Heart Assoc. 7, e007885 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  276. Krebber, M. M. et al. Matrix metalloproteinases and tissue inhibitors of metalloproteinases in extracellular matrix remodeling during left ventricular diastolic dysfunction and heart failure with preserved ejection fraction: a systematic review and meta-analysis. Int. J. Mol. Sci. 21, 6742 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  277. Guo, S. et al. The value of IGF-1 and IGFBP-1 in patients with heart failure with reduced, mid-range, and preserved ejection fraction. Front. Cardiovasc. Med. 8, 772105 (2021).

    Article  CAS  PubMed  Google Scholar 

  278. Bracun, V. et al. Insulin-like growth factor binding protein 7 (IGFBP7), a link between heart failure and senescence. ESC Heart Fail. 9, 4167–4176 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  279. Chirinos, J. A. et al. Endotrophin, a collagen VI formation-derived peptide, in heart failure. NEJM Evid. 1, evidoa2200091 (2022).

    Article  Google Scholar 

  280. Ianos, R. D. et al. Diagnostic performance of serum biomarkers fibroblast growth factor 21, galectin-3 and copeptin for heart failure with preserved ejection fraction in a sample of patients with type 2 diabetes mellitus. Diagnostics 11, 1577 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  281. Roy, C. et al. Fibroblast growth factor 23: a biomarker of fibrosis and prognosis in heart failure with preserved ejection fraction. ESC Heart Fail. 7, 2494–2507 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  282. Kresoja, K. P. et al. Proteomics to improve phenotyping in obese patients with heart failure with preserved ejection fraction. Eur. J. Heart Fail. 23, 1633–1644 (2021).

    Article  CAS  PubMed  Google Scholar 

  283. Bevan, G. H., Jenkins, T., Josephson, R., Rajagopalan, S. & Al-Kindi, S. G. Endothelin-1 and peak oxygen consumption in patients with heart failure with preserved ejection fraction. Heart Lung 50, 442–446 (2021).

    Article  PubMed  Google Scholar 

  284. Chowdhury, M. A. et al. Endothelin 1 is associated with heart failure hospitalization and long-term mortality in patients with heart failure with preserved ejection fraction and pulmonary hypertension. Cardiology 143, 124–133 (2019).

    Article  CAS  PubMed  Google Scholar 

  285. Reddy, Y. N. V., Carter, R. E., Obokata, M., Redfield, M. M. & Borlaug, B. A. A simple, evidence-based approach to help guide diagnosis of heart failure with preserved ejection fraction. Circulation 138, 861–870 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  286. Reddy, Y. N. V. et al. An evidence-based screening tool for heart failure with preserved ejection fraction: the HFpEF-ABA score. Nat. Med. 30, 2258–2264 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  287. Crudele, L. et al. Fatty Liver Index (FLI) is the best score to predict MASLD with 50% lower cut-off value in women than in men. Biol. Sex. Differ. 15, 43 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  288. Lee, J. H. et al. Hepatic steatosis index: a simple screening tool reflecting nonalcoholic fatty liver disease. Dig. Liver Dis. 42, 503–508 (2010).

    Article  CAS  PubMed  Google Scholar 

  289. Kotronen, A. et al. Prediction of non-alcoholic fatty liver disease and liver fat using metabolic and genetic factors. Gastroenterology 137, 865–872 (2009).

    Article  CAS  PubMed  Google Scholar 

  290. Kwok, R. et al. Systematic review with meta-analysis: non-invasive assessment of non-alcoholic fatty liver disease-the role of transient elastography and plasma cytokeratin-18 fragments. Aliment. Pharmacol. Ther. 39, 254–269 (2014).

    Article  CAS  PubMed  Google Scholar 

  291. Grigorescu, M. et al. A novel pathophysiological-based panel of biomarkers for the diagnosis of nonalcoholic steatohepatitis. J. Physiol. Pharmacol. 63, 347–353 (2012).

    CAS  PubMed  Google Scholar 

  292. Hui, J. M. et al. Beyond insulin resistance in NASH: TNF-alpha or adiponectin? Hepatology 40, 46–54 (2004).

    Article  CAS  PubMed  Google Scholar 

  293. Shen, J. et al. Non-invasive diagnosis of non-alcoholic steatohepatitis by combined serum biomarkers. J. Hepatol. 56, 1363–1370 (2012).

    Article  CAS  PubMed  Google Scholar 

  294. Vallet-Pichard, A. et al. FIB-4: an inexpensive and accurate marker of fibrosis in HCV infection. comparison with liver biopsy and fibrotest. Hepatology 46, 32–36 (2007).

    Article  CAS  PubMed  Google Scholar 

  295. Wai, C. T. et al. A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C. Hepatology 38, 518–526 (2003).

    Article  PubMed  Google Scholar 

  296. Angulo, P. et al. The NAFLD fibrosis score: a noninvasive system that identifies liver fibrosis in patients with NAFLD. Hepatology 45, 846–854 (2007).

    Article  CAS  PubMed  Google Scholar 

  297. Tavaglione, F. et al. Development and validation of a score for fibrotic nonalcoholic steatohepatitis. Clin. Gastroenterol. Hepatol. 21, 1523–1532.e1 (2023).

    Article  CAS  PubMed  Google Scholar 

  298. Raverdy, V. et al. Performance of non-invasive tests for liver fibrosis resolution after bariatric surgery. Metabolism 153, 155790 (2024).

    Article  CAS  PubMed  Google Scholar 

  299. Serra-Burriel, M. et al. Development, validation, and prognostic evaluation of a risk score for long-term liver-related outcomes in the general population: a multicohort study. Lancet 402, 988–996 (2023).

    Article  PubMed  Google Scholar 

  300. Lichtinghagen, R. et al. The Enhanced Liver Fibrosis (ELF) score: normal values, influence factors and proposed cut-off values. J. Hepatol. 59, 236–242 (2013).

    Article  PubMed  Google Scholar 

  301. Noureddin, M. et al. MRI-based (MAST) score accurately identifies patients with NASH and significant fibrosis. J. Hepatol. 76, 781–787 (2022).

    Article  PubMed  Google Scholar 

  302. Newsome, P. N. et al. FibroScan-AST (FAST) score for the non-invasive identification of patients with non-alcoholic steatohepatitis with significant activity and fibrosis: a prospective derivation and global validation study. Lancet Gastroenterol. Hepatol. 5, 362–373 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  303. Ajmera, V. et al. Liver stiffness on magnetic resonance elastography and the MEFIB Index and liver-related outcomes in nonalcoholic fatty liver disease: a systematic review and meta-analysis of individual participants. Gastroenterology 163, 1079–1089 e1075 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  304. Vest, A. R. et al. Nutrition, obesity, and cachexia in patients with heart failure: a consensus statement from the Heart Failure Society of America Scientific Statements Committee. J. Card. Fail. 25, 380–400 (2019).

    Article  PubMed  Google Scholar 

  305. Tamaki, N. et al. Clinical utility of 30% relative decline in MRI-PDFF in predicting fibrosis regression in non-alcoholic fatty liver disease. Gut 71, 983–990 (2022).

    Article  CAS  PubMed  Google Scholar 

  306. Yki-Jarvinen, H., Luukkonen, P. K., Hodson, L. & Moore, J. B. Dietary carbohydrates and fats in nonalcoholic fatty liver disease. Nat. Rev. Gastroenterol. Hepatol. 18, 770–786 (2021).

    Article  CAS  PubMed  Google Scholar 

  307. Hansen, C. D. et al. Effect of calorie-unrestricted low-carbohydrate, high-fat diet versus high-carbohydrate, low-fat diet on type 2 diabetes and nonalcoholic fatty liver disease: a randomized controlled trial. Ann. Intern. Med. 176, 10–21 (2023).

    Article  PubMed  Google Scholar 

  308. Kitzman, D. W. et al. Effect of caloric restriction or aerobic exercise training on peak oxygen consumption and quality of life in obese older patients with heart failure with preserved ejection fraction: a randomized clinical trial. JAMA 315, 36–46 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  309. Kawaguchi, T. et al. Effects of Mediterranean diet in patients with nonalcoholic fatty liver disease: a systematic review, meta-analysis, and meta-regression analysis of randomized controlled trials. Semin. Liver Dis. 41, 225–234 (2021).

    Article  PubMed  Google Scholar 

  310. Yaskolka Meir, A. et al. Effect of green-Mediterranean diet on intrahepatic fat: the DIRECT PLUS randomised controlled trial. Gut 70, 2085–2095 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  311. Hassani Zadeh, S., Mansoori, A. & Hosseinzadeh, M. Relationship between dietary patterns and non-alcoholic fatty liver disease: a systematic review and meta-analysis. J. Gastroenterol. Hepatol. 36, 1470–1478 (2021).

    Article  PubMed  Google Scholar 

  312. Gepner, Y. et al. The beneficial effects of Mediterranean diet over low-fat diet may be mediated by decreasing hepatic fat content. J. Hepatol. 71, 379–388 (2019).

    Article  PubMed  Google Scholar 

  313. Fito, M. et al. Effect of the Mediterranean diet on heart failure biomarkers: a randomized sample from the PREDIMED trial. Eur. J. Heart Fail. 16, 543–550 (2014).

    Article  CAS  PubMed  Google Scholar 

  314. Kouvari, M. et al. Mediterranean diet and prognosis of first-diagnosed acute coronary syndrome patients according to heart failure phenotype: Hellenic Heart Failure Study. Eur. J. Clin. Nutr. https://doi.org/10.1038/ejcn.2017.122 (2017).

    Article  PubMed  Google Scholar 

  315. Nordmann, A. J. et al. Effects of low-carbohydrate vs low-fat diets on weight loss and cardiovascular risk factors: a meta-analysis of randomized controlled trials. Arch. Intern. Med. 166, 285–293 (2006).

    Article  CAS  PubMed  Google Scholar 

  316. Ezpeleta, M. et al. Effect of alternate day fasting combined with aerobic exercise on non-alcoholic fatty liver disease: a randomized controlled trial. Cell Metab. 35, 56–70.e3 (2023).

    Article  CAS  PubMed  Google Scholar 

  317. Wei, X. et al. Effects of time-restricted eating on nonalcoholic fatty liver disease: the TREATY-FLD randomized clinical trial. JAMA Netw. Open 6, e233513 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  318. Holmer, M. et al. Treatment of NAFLD with intermittent calorie restriction or low-carb high-fat diet — a randomised controlled trial. JHEP Rep. 3, 100256 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  319. Joseph, J. et al. Genetic architecture of heart failure with preserved versus reduced ejection fraction. Nat. Commun. 13, 7753 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  320. Crosby, L. et al. Ketogenic diets and chronic disease: weighing the benefits against the risks. Front. Nutr. 8, 702802 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  321. Kim, D., Vazquez-Montesino, L. M., Li, A. A., Cholankeril, G. & Ahmed, A. Inadequate physical activity and sedentary behavior are independent predictors of nonalcoholic fatty liver disease. Hepatology 72, 1556–1568 (2020).

    Article  CAS  PubMed  Google Scholar 

  322. Stine, J. G. et al. American College of Sports Medicine (ACSM) International Multidisciplinary Roundtable report on physical activity and nonalcoholic fatty liver disease. Hepatol. Commun. 7, e0108 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  323. Pandey, A. et al. Relationship between physical activity, body mass index, and risk of heart failure. J. Am. Coll. Cardiol. 69, 1129–1142 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  324. Vacca, A. et al. Lifestyle interventions in cardiometabolic HFpEF: dietary and exercise modalities. Heart Fail. Rev. https://doi.org/10.1007/s10741-024-10439-1 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  325. Edelmann, F. et al. Exercise training improves exercise capacity and diastolic function in patients with heart failure with preserved ejection fraction: results of the Ex-DHF (Exercise training in Diastolic Heart Failure) pilot study. J. Am. Coll. Cardiol. 58, 1780–1791 (2011).

    Article  PubMed  Google Scholar 

  326. Donelli da Silveira, A. et al. High-intensity interval training is effective and superior to moderate continuous training in patients with heart failure with preserved ejection fraction: a randomized clinical trial. Eur. J. Prev. Cardiol. 27, 1733–1743 (2020).

    Article  PubMed  Google Scholar 

  327. Sachdev, V. et al. Supervised exercise training for chronic heart failure with preserved ejection fraction: a scientific statement from the American Heart Association and American College of Cardiology. Circulation 147, e699–e715 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  328. Walters, G. W. M. et al. The effectiveness of lifestyle interventions in heart failure with preserved ejection fraction: a systematic review and network meta-analysis. J. Card. Fail. 30, 994–1009 (2024).

    Article  PubMed  Google Scholar 

  329. Baker, C. J. et al. Effect of exercise on hepatic steatosis: are benefits seen without dietary intervention? A systematic review and meta-analysis. J. Diabetes 13, 63–77 (2021).

    Article  CAS  PubMed  Google Scholar 

  330. Sabag, A. et al. The effect of high-intensity interval training vs moderate-intensity continuous training on liver fat: a systematic review and meta-analysis. J. Clin. Endocrinol. Metab. 107, 862–881 (2022).

    Article  PubMed  Google Scholar 

  331. Di Lorenzo, N. et al. Clinical practice guidelines of the European Association for Endoscopic Surgery (EAES) on bariatric surgery: update 2020 endorsed by IFSO-EC, EASO and ESPCOP. Surg. Endosc. 34, 2332–2358 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  332. Panunzi, S. et al. Determinants of diabetes remission and glycemic control after bariatric surgery. Diabetes Care 39, 166–174 (2016).

    Article  CAS  PubMed  Google Scholar 

  333. Aminian, A. et al. Association of bariatric surgery with major adverse liver and cardiovascular outcomes in patients with biopsy-proven nonalcoholic steatohepatitis. JAMA 326, 2031–2042 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  334. Fakhry, T. K. et al. Bariatric surgery improves nonalcoholic fatty liver disease: a contemporary systematic review and meta-analysis. Surg. Obes. Relat. Dis. 15, 502–511 (2019).

    Article  PubMed  Google Scholar 

  335. Zhou, H. et al. Bariatric surgery improves nonalcoholic fatty liver disease: systematic review and meta-analysis. Obes. Surg. 32, 1872–1883 (2022).

    Article  PubMed  Google Scholar 

  336. Lassailly, G. et al. Bariatric surgery provides long-term resolution of nonalcoholic steatohepatitis and regression of fibrosis. Gastroenterology 159, 1290–1301.e5 (2020).

    Article  PubMed  Google Scholar 

  337. Verrastro, O. et al. Bariatric-metabolic surgery versus lifestyle intervention plus best medical care in non-alcoholic steatohepatitis (BRAVES): a multicentre, open-label, randomised trial. Lancet 401, 1786–1797 (2023).

    Article  PubMed  Google Scholar 

  338. Miranda, W. R. et al. Impact of bariatric surgery on quality of life, functional capacity, and symptoms in patients with heart failure. Obes. Surg. 23, 1011–1015 (2013).

    Article  PubMed  Google Scholar 

  339. Shimada, Y. J., Tsugawa, Y., Brown, D. F. M. & Hasegawa, K. Bariatric surgery and emergency department visits and hospitalizations for heart failure exacerbation: population-based, self-controlled series. J. Am. Coll. Cardiol. 67, 895–903 (2016).

    Article  PubMed  Google Scholar 

  340. Mikhalkova, D. et al. Bariatric surgery-induced cardiac and lipidomic changes in obesity-related heart failure with preserved ejection fraction. Obesity 26, 284–290 (2018).

    Article  CAS  PubMed  Google Scholar 

  341. Mentias, A. et al. Trends and outcomes associated with bariatric surgery and pharmacotherapies with weight loss effects among patients with heart failure and obesity. Circ. Heart Fail. 17, e010453 (2024).

    Article  CAS  PubMed  Google Scholar 

  342. Bonora, B. M., Avogaro, A. & Fadini, G. P. Extraglycemic effects of SGLT2 inhibitors: a review of the evidence. Diabetes Metab. Syndr. Obes. 13, 161–174 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  343. Ridderstrale, M. et al. Comparison of empagliflozin and glimepiride as add-on to metformin in patients with type 2 diabetes: a 104-week randomised, active-controlled, double-blind, phase 3 trial. Lancet Diabetes Endocrinol. 2, 691–700 (2014).

    Article  PubMed  Google Scholar 

  344. Kolijn, D. et al. Empagliflozin improves endothelial and cardiomyocyte function in human heart failure with preserved ejection fraction via reduced pro-inflammatory-oxidative pathways and protein kinase Gα oxidation. Cardiovasc. Res. 117, 495–507 (2021).

    Article  CAS  PubMed  Google Scholar 

  345. Sun, X. et al. Empagliflozin ameliorates obesity-related cardiac dysfunction by regulating sestrin2-mediated AMPK-mTOR signaling and redox homeostasis in high-fat diet-induced obese mice. Diabetes 69, 1292–1305 (2020).

    Article  CAS  PubMed  Google Scholar 

  346. Li, C. et al. SGLT2 inhibition with empagliflozin attenuates myocardial oxidative stress and fibrosis in diabetic mice heart. Cardiovasc. Diabetol. 18, 15 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  347. Lee, H. C. et al. The sodium-glucose co-transporter 2 inhibitor empagliflozin attenuates cardiac fibrosis and improves ventricular hemodynamics in hypertensive heart failure rats. Cardiovasc. Diabetol. 18, 45 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  348. Billing, A. M. et al. Metabolic communication by SGLT2 inhibition. Circulation 149, 860–884 (2024).

    Article  CAS  PubMed  Google Scholar 

  349. Lin, X. F. et al. SGLT2 inhibitors ameliorate NAFLD in mice via downregulating PFKFB3, suppressing glycolysis and modulating macrophage polarization. Acta Pharmacol. Sin. 45, 2579–2597 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  350. Radlinger, B. et al. Empagliflozin protects mice against diet-induced obesity, insulin resistance and hepatic steatosis. Diabetologia 66, 754–767 (2023).

    Article  CAS  PubMed  Google Scholar 

  351. Suga, T. et al. Ipragliflozin-induced improvement of liver steatosis in obese mice may involve sirtuin signaling. World J. Hepatol. 12, 350–362 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  352. Liu, W. et al. SGLT2 inhibitor promotes ketogenesis to improve MASH by suppressing CD8+ T cell activation. Cell Metab. 36, 2245–2261.e6 (2024).

    Article  CAS  PubMed  Google Scholar 

  353. Gohari, S. et al. The effect of sodium-glucose co-transporter-2 (SGLT2) inhibitors on blood interleukin-6 concentration: a systematic review and meta-analysis of randomized controlled trials. BMC Endocr. Disord. 23, 257 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  354. Theofilis, P. et al. The impact of SGLT2 inhibitors on inflammation: a systematic review and meta-analysis of studies in rodents. Int. Immunopharmacol. 111, 109080 (2022).

    Article  CAS  PubMed  Google Scholar 

  355. Quagliariello, V. et al. The SGLT-2 inhibitor empagliflozin improves myocardial strain, reduces cardiac fibrosis and pro-inflammatory cytokines in non-diabetic mice treated with doxorubicin. Cardiovasc. Diabetol. 20, 150 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  356. Wu, P. et al. Systematic review and meta-analysis of randomized controlled trials on the effect of SGLT2 inhibitor on blood leptin and adiponectin level in patients with type 2 diabetes. Horm. Metab. Res. 51, 487–494 (2019).

    Article  CAS  PubMed  Google Scholar 

  357. Ye, T. et al. Empagliflozin attenuates obesity-related kidney dysfunction and NLRP3 inflammasome activity through the HO-1-adiponectin axis. Front. Endocrinol. 13, 907984 (2022).

    Article  Google Scholar 

  358. Petrescu, A. D. et al. Leptin enhances hepatic fibrosis and inflammation in a mouse model of cholestasis. Am. J. Pathol. 192, 484–502 (2022).

    Article  CAS  PubMed  Google Scholar 

  359. Mao, Y., Zhao, K., Li, P. & Sheng, Y. The emerging role of leptin in obesity-associated cardiac fibrosis: evidence and mechanism. Mol. Cell Biochem. 478, 991–1011 (2023).

    Article  CAS  PubMed  Google Scholar 

  360. Whitehead, J. P., Richards, A. A., Hickman, I. J., Macdonald, G. A. & Prins, J. B. Adiponectin — a key adipokine in the metabolic syndrome. Diabetes Obes. Metab. 8, 264–280 (2006).

    Article  CAS  PubMed  Google Scholar 

  361. McDonagh, T. A. et al. 2023 Focused Update of the 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure. Eur. Heart J. 44, 3627–3639 (2023).

    Article  CAS  PubMed  Google Scholar 

  362. Taheri, H. et al. Effect of empagliflozin on liver steatosis and fibrosis in patients with non-alcoholic fatty liver disease without diabetes: a randomized, double-blind, placebo-controlled trial. Adv. Ther. 37, 4697–4708 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  363. Latva-Rasku, A. et al. The SGLT2 inhibitor dapagliflozin reduces liver fat but does not affect tissue insulin sensitivity: a randomized, double-blind, placebo-controlled study with 8-week treatment in type 2 diabetes patients. Diabetes Care 42, 931–937 (2019).

    Article  CAS  PubMed  Google Scholar 

  364. Harrison, S. A. et al. Licogliflozin for nonalcoholic steatohepatitis: a randomized, double-blind, placebo-controlled, phase 2a study. Nat. Med. 28, 1432–1438 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  365. Wilding, J. P. H. et al. Once-weekly semaglutide in adults with overweight or obesity. N. Engl. J. Med. 384, 989–1002 (2021).

    Article  CAS  PubMed  Google Scholar 

  366. Jastreboff, A. M. et al. Tirzepatide once weekly for the treatment of obesity. N. Engl. J. Med. 387, 205–216 (2022).

    Article  CAS  PubMed  Google Scholar 

  367. Jastreboff, A. M. et al. Triple-hormone-receptor agonist retatrutide for obesity — a phase 2 trial. N. Engl. J. Med. 389, 514–526 (2023).

    Article  CAS  PubMed  Google Scholar 

  368. Zheng, Z. et al. Glucagon-like peptide-1 receptor: mechanisms and advances in therapy. Signal. Transduct. Target. Ther. 9, 234 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  369. Baggio, L. L. et al. GLP-1 receptor expression within the human heart. Endocrinology 159, 1570–1584 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  370. Ban, K. et al. Cardioprotective and vasodilatory actions of glucagon-like peptide 1 receptor are mediated through both glucagon-like peptide 1 receptor-dependent and -independent pathways. Circulation 117, 2340–2350 (2008).

    Article  CAS  PubMed  Google Scholar 

  371. Wei, R. et al. Exenatide exerts direct protective effects on endothelial cells through the AMPK/Akt/eNOS pathway in a GLP-1 receptor-dependent manner. Am. J. Physiol. Endocrinol. Metab. 310, E947–E957 (2016).

    Article  PubMed  Google Scholar 

  372. Kushima, H. et al. The role of endothelial nitric oxide in the anti-restenotic effects of liraglutide in a mouse model of restenosis. Cardiovasc. Diabetol. 16, 122 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  373. Chai, W. et al. Glucagon-like peptide 1 recruits microvasculature and increases glucose use in muscle via a nitric oxide-dependent mechanism. Diabetes 61, 888–896 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  374. Kim, M. et al. GLP-1 receptor activation and Epac2 link atrial natriuretic peptide secretion to control of blood pressure. Nat. Med. 19, 567–575 (2013).

    Article  CAS  PubMed  Google Scholar 

  375. Helmstadter, J. et al. Endothelial GLP-1 (glucagon-like peptide-1) receptor mediates cardiovascular protection by liraglutide in mice with experimental arterial hypertension. Arterioscler. Thromb. Vasc. Biol. 40, 145–158 (2020).

    Article  PubMed  Google Scholar 

  376. Rakipovski, G. et al. The GLP-1 analogs liraglutide and semaglutide reduce atherosclerosis in ApoE-/- and LDLr-/- mice by a mechanism that includes inflammatory pathways. JACC Basic Transl. Sci. 3, 844–857 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  377. Liu, Q., Zhu, J., Kong, B., Shuai, W. & Huang, H. Tirzepatide attenuates lipopolysaccharide-induced left ventricular remodeling and dysfunction by inhibiting the TLR4/NF-kB/NLRP3 pathway. Int. Immunopharmacol. 120, 110311 (2023).

    Article  CAS  PubMed  Google Scholar 

  378. Capone, F., Nambiar, N. & Schiattarella, G. G. Beyond weight loss: the emerging role of incretin-based treatments in cardiometabolic HFpEF. Curr. Opin. Cardiol. 39, 148–153 (2024).

    Article  PubMed  Google Scholar 

  379. Withaar, C. et al. The cardioprotective effects of semaglutide exceed those of dietary weight loss in mice with HFpEF. JACC Basic Transl. Sci. 8, 1298–1314 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  380. Alharbi, S. H. Anti-inflammatory role of glucagon-like peptide 1 receptor agonists and its clinical implications. Ther. Adv. Endocrinol. Metab. 15, 20420188231222367 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  381. Liu, J. et al. Liver-derived fibroblast growth factor 21 mediates effects of glucagon-like peptide-1 in attenuating hepatic glucose output. EBioMedicine 41, 73–84 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  382. Deanfield, J. et al. Semaglutide and cardiovascular outcomes in patients with obesity and prevalent heart failure: a prespecified analysis of the SELECT trial. Lancet 404, 773–786 (2024).

    Article  CAS  PubMed  Google Scholar 

  383. Kosiborod, M. N. et al. Semaglutide versus placebo in patients with heart failure and mildly reduced or preserved ejection fraction: a pooled analysis of the SELECT, FLOW, STEP-HFpEF, and STEP-HFpEF DM randomised trials. Lancet 404, 949–961 (2024).

    Article  CAS  PubMed  Google Scholar 

  384. Aronne, L. J. et al. Tirzepatide as compared with semaglutide for the treatment of obesity. N. Engl. J. Med. https://doi.org/10.1056/NEJMoa2416394 (2025).

    Article  PubMed  Google Scholar 

  385. Zile, M. R. et al. Effects of tirzepatide on the clinical trajectory of patients with heart failure, a preserved ejection fraction, and obesity. Circulation https://doi.org/10.1161/CIRCULATIONAHA.124.072679 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  386. Packer, M. et al. Tirzepatide for heart failure with preserved ejection fraction and obesity. N. Engl. J. Med. https://doi.org/10.1056/NEJMoa2410027 (2024).

    Article  PubMed  Google Scholar 

  387. Kramer, C. M. et al. Tirzepatide reduces LV mass and paracardiac adipose tissue in obesity-related heart failure: SUMMIT CMR substudy. J. Am. Coll. Cardiol. 85, 699–706 (2025).

    Article  CAS  PubMed  Google Scholar 

  388. Petrie, M. C. et al. Semaglutide and NT-proBNP in obesity-related HFpEF: insights from the STEP-HFpEF Program. J. Am. Coll. Cardiol. 84, 27–40 (2024).

    Article  CAS  PubMed  Google Scholar 

  389. McGlone, E. R. et al. Chronic treatment with glucagon-like peptide-1 and glucagon receptor co-agonist causes weight loss-independent improvements in hepatic steatosis in mice with diet-induced obesity. Biomed. Pharmacother. 176, 116888 (2024).

    Article  CAS  PubMed  Google Scholar 

  390. Xu, F. et al. SIRT1 mediates the effect of GLP-1 receptor agonist exenatide on ameliorating hepatic steatosis. Diabetes 63, 3637–3646 (2014).

    Article  CAS  PubMed  Google Scholar 

  391. Gao, Z. et al. β-Catenin mediates the effect of GLP-1 receptor agonist on ameliorating hepatic steatosis induced by high fructose diet. Eur. J. Histochem. 64, 3160 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  392. Newsome, P. N. et al. A placebo-controlled trial of subcutaneous semaglutide in nonalcoholic steatohepatitis. N. Engl. J. Med. 384, 1113–1124 (2021).

    Article  CAS  PubMed  Google Scholar 

  393. Sanyal, A. J. et al. Phase 3 trial of semaglutide in metabolic dysfunction-associated steatohepatitis. N. Engl. J. Med. https://doi.org/10.1056/NEJMoa2413258 (2025).

    Article  PubMed  Google Scholar 

  394. Gastaldelli, A. et al. Effect of tirzepatide versus insulin degludec on liver fat content and abdominal adipose tissue in people with type 2 diabetes (SURPASS-3 MRI): a substudy of the randomised, open-label, parallel-group, phase 3 SURPASS-3 trial. Lancet Diabetes Endocrinol. 10, 393–406 (2022).

    Article  CAS  PubMed  Google Scholar 

  395. Sanyal, A. J. et al. A phase 2 randomized trial of survodutide in MASH and fibrosis. N. Engl. J. Med. 391, 311–319 (2024).

    Article  CAS  PubMed  Google Scholar 

  396. Nahra, R. et al. Effects of cotadutide on metabolic and hepatic parameters in adults with overweight or obesity and type 2 diabetes: a 54-week randomized phase 2b study. Diabetes Care 44, 1433–1442 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  397. Romero-Gomez, M. et al. A phase IIa active-comparator-controlled study to evaluate the efficacy and safety of efinopegdutide in patients with non-alcoholic fatty liver disease. J. Hepatol. 79, 888–897 (2023).

    Article  CAS  PubMed  Google Scholar 

  398. Harrison, S. A. et al. Effect of pemvidutide, a GLP-1/glucagon dual receptor agonist, on MASLD: a randomized, double-blind, placebo-controlled study. J. Hepatol. https://doi.org/10.1016/j.jhep.2024.07.006 (2024).

    Article  PubMed  Google Scholar 

  399. Mantovani, A. et al. Glucagon-like peptide-1 receptor agonists improve MASH and liver fibrosis: a meta-analysis of randomised controlled trials. Liver Int. 45, e70256 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  400. Wester, A., Shang, Y., Toresson Grip, E., Matthews, A. A. & Hagstrom, H. Glucagon-like peptide-1 receptor agonists and risk of major adverse liver outcomes in patients with chronic liver disease and type 2 diabetes. Gut 73, 835–843 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  401. Kanwal, F. et al. GLP-1 receptor agonists and risk for cirrhosis and related complications in patients with metabolic dysfunction-associated steatotic liver disease. JAMA Intern. Med. 184, 1314–1323 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  402. Havranek, B., Loh, R., Torre, B., Redfield, R. & Halegoua-DeMarzio, D. Glucagon-like peptide-1 receptor agonists improve metabolic dysfunction-associated steatotic liver disease outcomes. Sci. Rep. 15, 4947 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  403. Solomon, S. D. et al. Finerenone in heart failure with mildly reduced or preserved ejection fraction. N. Engl. J. Med. https://doi.org/10.1056/NEJMoa2407107 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  404. Tuck, M. L., Sowers, J., Dornfeld, L., Kledzik, G. & Maxwell, M. The effect of weight reduction on blood pressure, plasma renin activity, and plasma aldosterone levels in obese patients. N. Engl. J. Med. 304, 930–933 (1981).

    Article  CAS  PubMed  Google Scholar 

  405. Briones, A. M. et al. Adipocytes produce aldosterone through calcineurin-dependent signaling pathways: implications in diabetes mellitus-associated obesity and vascular dysfunction. Hypertension 59, 1069–1078 (2012).

    Article  CAS  PubMed  Google Scholar 

  406. Butt, J. H. et al. Finerenone, obesity, and heart failure with mildly reduced/preserved ejection fraction: prespecified analysis of FINEARTS-HF. J. Am. Coll. Cardiol. 85, 140–155 (2025).

    Article  CAS  PubMed  Google Scholar 

  407. Habibi, J. et al. Targeting mineralocorticoid receptors in diet-induced hepatic steatosis and insulin resistance. Am. J. Physiol. Regul. Integr. Comp. Physiol. 322, R253–R262 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  408. Wada, T. et al. Eplerenone ameliorates the phenotypes of metabolic syndrome with NASH in liver-specific SREBP-1c Tg mice fed high-fat and high-fructose diet. Am. J. Physiol. Endocrinol. Metab. 305, E1415–E1425 (2013).

    Article  CAS  PubMed  Google Scholar 

  409. Perakakis, N. et al. Efficacy of finerenone in patients with type 2 diabetes, chronic kidney disease and altered markers of liver steatosis and fibrosis: a FIDELITY subgroup analysis. Diabetes Obes. Metab. 26, 191–200 (2024).

    Article  CAS  PubMed  Google Scholar 

  410. Harrison, S. A. et al. A phase 3, randomized, controlled trial of resmetirom in NASH with liver fibrosis. N. Engl. J. Med. 390, 497–509 (2024).

    Article  PubMed  Google Scholar 

  411. Harrison, S. A. et al. Resmetirom for nonalcoholic fatty liver disease: a randomized, double-blind, placebo-controlled phase 3 trial. Nat. Med. 29, 2919–2928 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  412. Wong, S. K., Chin, K. Y., Suhaimi, F. H., Ahmad, F. & Ima-Nirwana, S. Vitamin E as a potential interventional treatment for metabolic syndrome: evidence from animal and human studies. Front. Pharmacol. 8, 444 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  413. Sato, K. et al. Vitamin E has a beneficial effect on nonalcoholic fatty liver disease: a meta-analysis of randomized controlled trials. Nutrition 31, 923–930 (2015).

    Article  CAS  PubMed  Google Scholar 

  414. Xu, R., Tao, A., Zhang, S., Deng, Y. & Chen, G. Association between vitamin E and non-alcoholic steatohepatitis: a meta-analysis. Int. J. Clin. Exp. Med. 8, 3924–3934 (2015).

    PubMed  PubMed Central  Google Scholar 

  415. Chae, C. U., Albert, C. M., Moorthy, M. V., Lee, I. M. & Buring, J. E. Vitamin E supplementation and the risk of heart failure in women. Circ. Heart Fail. 5, 176–182 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  416. Ratchford, S. M. et al. Impact of acute antioxidant administration on inflammation and vascular function in heart failure with preserved ejection fraction. Am. J. Physiol. Regul. Integr. Comp. Physiol. 317, R607–R614 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  417. Belfort, R. et al. A placebo-controlled trial of pioglitazone in subjects with nonalcoholic steatohepatitis. N. Engl. J. Med. 355, 2297–2307 (2006).

    Article  CAS  PubMed  Google Scholar 

  418. Cusi, K. et al. Long-term pioglitazone treatment for patients with nonalcoholic steatohepatitis and prediabetes or type 2 diabetes mellitus: a randomized trial. Ann. Intern. Med. 165, 305–315 (2016).

    Article  PubMed  Google Scholar 

  419. Sanyal, A. J. et al. Pioglitazone, vitamin E, or placebo for nonalcoholic steatohepatitis. N. Engl. J. Med. 362, 1675–1685 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  420. Francque, S. M. et al. A randomized, controlled trial of the pan-PPAR agonist lanifibranor in NASH. N. Engl. J. Med. 385, 1547–1558 (2021).

    Article  CAS  PubMed  Google Scholar 

  421. Das Pradhan, A. et al. Triglyceride lowering with pemafibrate to reduce cardiovascular risk. N. Engl. J. Med. 387, 1923–1934 (2022).

    Article  CAS  PubMed  Google Scholar 

  422. Ayada, I. et al. Dissecting the multifaceted impact of statin use on fatty liver disease: a multidimensional study. EBioMedicine 87, 104392 (2023).

    Article  CAS  PubMed  Google Scholar 

  423. Shen, S. et al. Colchicine alleviates inflammation and improves diastolic dysfunction in heart failure rats with preserved ejection fraction. Eur. J. Pharmacol. 929, 175126 (2022).

    Article  CAS  PubMed  Google Scholar 

  424. Shchendrygina, A. et al. Colchicine in patients with heart failure and preserved left ventricular ejection fraction: rationale and design of a prospective, randomised, open-label, crossover clinical trial. Open Heart 10, e002360 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  425. Van Tassell, B. W. et al. IL-1 blockade in patients with heart failure with preserved ejection fraction. Circ. Heart Fail. 11, e005036 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  426. Ridker, P. M. et al. IL-6 inhibition with ziltivekimab in patients at high atherosclerotic risk (RESCUE): a double-blind, randomised, placebo-controlled, phase 2 trial. Lancet 397, 2060–2069 (2021).

    Article  CAS  PubMed  Google Scholar 

  427. Gargani, L. et al. Lung ultrasound in acute and chronic heart failure: a clinical consensus statement of the European Association of Cardiovascular Imaging (EACVI). Eur. Heart J. Cardiovasc. Imaging 24, 1569–1582 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  428. Kagami, K. et al. Incremental diagnostic value of post-exercise lung congestion in heart failure with preserved ejection fraction. Eur. Heart J. Cardiovasc. Imaging 24, 553–561 (2023).

    Article  PubMed  Google Scholar 

  429. Simonovic, D. et al. Exercise-induced B-lines in heart failure with preserved ejection fraction occur along with diastolic function worsening. ESC Heart Fail. 8, 5068–5080 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  430. Rush, C. J. et al. Prevalence of coronary artery disease and coronary microvascular dysfunction in patients with heart failure with preserved ejection fraction. JAMA Cardiol. 6, 1130–1143 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  431. Mahajan, R. et al. Cardiovascular magnetic resonance of total and atrial pericardial adipose tissue: a validation study and development of a 3 dimensional pericardial adipose tissue model. J. Cardiovasc. Magn. Reson. 15, 73 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  432. Wang, K., Bao, J., Wang, M., Yu, Y. & Wang, M. Prospective comparative diagnostic performance of quantitative ultrasound parameters for the measurement of hepatic steatosis in a biopsy-proven MASLD cohort. Br. J. Radiol. https://doi.org/10.1093/bjr/tqae212 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  433. Bae, J. S. et al. Assessment of hepatic steatosis by using attenuation imaging: a quantitative, easy-to-perform ultrasound technique. Eur. Radiol. 29, 6499–6507 (2019).

    Article  PubMed  Google Scholar 

  434. Malandris, K. et al. Accuracy of controlled attenuation parameter for liver steatosis in patients at risk for metabolic dysfunction-associated steatotic liver disease using magnetic resonance imaging: a systematic review and meta-analysis. Ann. Gastroenterol. 37, 579–587 (2024).

    PubMed  PubMed Central  Google Scholar 

  435. Cao, Y. T. et al. Accuracy of controlled attenuation parameter (CAP) and liver stiffness measurement (LSM) for assessing steatosis and fibrosis in non-alcoholic fatty liver disease: a systematic review and meta-analysis. EClinicalMedicine 51, 101547 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  436. Borlaug, B. A., Nishimura, R. A., Sorajja, P., Lam, C. S. & Redfield, M. M. Exercise hemodynamics enhance diagnosis of early heart failure with preserved ejection fraction. Circ. Heart Fail. 3, 588–595 (2010).

    Article  PubMed  PubMed Central  Google Scholar 

  437. Eisman, A. S. et al. Pulmonary capillary wedge pressure patterns during exercise predict exercise capacity and incident heart failure. Circ. Heart Fail. 11, e004750 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  438. Simon, T. G., Roelstraete, B., Khalili, H., Hagstrom, H. & Ludvigsson, J. F. Mortality in biopsy-confirmed nonalcoholic fatty liver disease: results from a nationwide cohort. Gut 70, 1375–1382 (2021).

    Article  PubMed  Google Scholar 

  439. Siddiqui, M. S. et al. Diagnostic accuracy of noninvasive fibrosis models to detect change in fibrosis stage. Clin. Gastroenterol. Hepatol. 17, 1877–1885.e5 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  440. Kouvari, M. et al. Liver biopsy-based validation, confirmation and comparison of the diagnostic performance of established and novel non-invasive steatotic liver disease indexes: results from a large multi-center study. Metabolism 147, 155666 (2023).

    Article  CAS  PubMed  Google Scholar 

  441. Ramirez, M. F. et al. Obesity-Related biomarkers are associated with exercise intolerance and HFpEF. Circ. Heart Fail. 16, e010618 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  442. Mendez, A. B., Azancot, M. A., Olivella, A. & Soler, M. J. New aspects in cardiorenal syndrome and HFpEF. Clin. Kidney J. 15, 1807–1815 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  443. Wong, C. N., Gui, X. Y. & Rabkin, S. W. Myeloperoxidase, carnitine, and derivatives of reactive oxidative metabolites in heart failure with preserved versus reduced ejection fraction: a meta-analysis. Int. J. Cardiol. 399, 131657 (2024).

    Article  PubMed  Google Scholar 

  444. Daniels, S. J. et al. ADAPT: an algorithm incorporating PRO-C3 accurately identifies patients with NAFLD and advanced fibrosis. Hepatology 69, 1075–1086 (2019).

    Article  CAS  PubMed  Google Scholar 

  445. Feng, G. et al. Machine learning algorithm outperforms fibrosis markers in predicting significant fibrosis in biopsy-confirmed NAFLD. J. Hepatobiliary Pancreat. Sci. 28, 593–603 (2021).

    Article  PubMed  Google Scholar 

  446. Carlsson, B. et al. Review article: the emerging role of genetics in precision medicine for patients with non-alcoholic steatohepatitis. Aliment. Pharmacol. Ther. 51, 1305–1320 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  447. Eslam, M., Valenti, L. & Romeo, S. Genetics and epigenetics of NAFLD and NASH: clinical impact. J. Hepatol. 68, 268–279 (2018).

    Article  CAS  PubMed  Google Scholar 

  448. Pirazzi, C. et al. Patatin-like phospholipase domain-containing 3 (PNPLA3) I148M (rs738409) affects hepatic VLDL secretion in humans and in vitro. J. Hepatol. 57, 1276–1282 (2012).

    Article  CAS  PubMed  Google Scholar 

  449. Jamialahmadi, O. et al. Partitioned polygenic risk scores identify distinct types of metabolic dysfunction-associated 2 steatotic liver disease. Nat. Med. 30, 3614–3623 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  450. Schrader, L. A., Ronnekleiv-Kelly, S. M., Hogenesch, J. B., Bradfield, C. A. & Malecki, K. M. Circadian disruption, clock genes, and metabolic health. J. Clin. Invest. 134, e170998 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  451. Che, Y. et al. Chronic circadian rhythm disorder induces heart failure with preserved ejection fraction-like phenotype through the Clock-sGC-cGMP-PKG1 signaling pathway. Sci. Rep. 14, 10777 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  452. Padilla, J. et al. Circadian dysfunction induces NAFLD-related human liver cancer in a mouse model. J. Hepatol. 80, 282–292 (2024).

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

G.G.S. is supported by the following grants: DZHK (German Centre for Cardiovascular Research, 81 × 3100210 and 81 × 2100282), the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation, SFB-1470–A02), the European Research Council (ERC, StG 101078307) and HI-TAC (Helmholtz Institute for Translational AngioCardiScience). A.J.L. is supported by NIH grants HL170326, NIH DK136405 and NIH DK117850. B.R. is funded by a Wellcome Career Development Award fellowship (302210/Z/23/Z). M.F. is supported by the NIH, Alleviant, Gradient, Reprieve, Sardocor, NIH and Doris Duke. M.V. is supported by the Heisenberg Program of the German Research Foundation (DFG).

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Capone, F., Häseli, S.P., Liu, L. et al. HFpEF and MASLD: converging mechanisms and clinical implications. Nat Rev Cardiol (2026). https://doi.org/10.1038/s41569-026-01257-z

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