Abstract
The heart–liver axis is of growing importance. Previous studies have identified independent association of liver dysfunction and fibrosis with adverse cardiac outcomes, but mechanistic pathways remain uncertain. We sought to understand the relations between the degree of hepatic fibrosis identified by the Fibrosis-4 (Fib-4) risk score and comprehensive cardiac MRI (CMR) measures of subclinical cardiac disease. We conducted a retrospective single-center cohort study of patients between 2011 and 2021. We identified consecutive patients who underwent a comprehensive CMR imaging protocol including contrast enhanced with stress/rest perfusion, and lacked pre-existing cardiovascular disease or perfusion abnormalities on CMR. We examined the association of hepatic fibrosis, using the Fib-4 score, with subclinical cardiac disease on CMR while adjusting for cardiometabolic traits. Given known associations of hepatic disease and coronary microvascular dysfunction, we prioritized analyses with the myocardial perfusion reserve index (MPRI), a marker of coronary microvascular function. Of the 66 patients in our study cohort, 54 were female (81%) and the mean age was 53.7 ± 15.3 years. We found that higher Fib-4 was associated with reduction in the MPRI (β [SE] − 1.12 [0.46], P = 0.02), after adjusting for cardiometabolic risk factors. Importantly, Fib-4 was not significantly associated with any other CMR phenotypes including measures of cardiac remodeling, inflammation, fibrosis, or dysfunction. We found evidence that hepatic fibrosis associated with coronary microvascular dysfunction, in the absence of overt associations with any other subclinical cardiac disease measures. These findings highlight a potentially important precursor pathway leading to development of subsequent heart–liver disease.
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Data availability
The datasets used during this study are available from the corresponding author on reasonable request.
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Not applicable.
Abbreviations
- APRI:
-
AST to platelet ratio
- CMR:
-
Cardiac magnetic resonance imaging
- ECV:
-
Extracellular volume
- Fib-4:
-
Fibrosis-4 score
- HFpEF:
-
Heart failure with preserved ejection fraction
- LVEF:
-
Left ventricular ejection fraction
- LVMI:
-
Left ventricular mass index
- MPRI:
-
Myocardial perfusion reserve index
- NAFLD-FS:
-
Non-alcoholic fatty liver disease fibrosis score
- RWT:
-
Relative wall thickness
References
Pozzi M, Carugo S, Boari G, Pecci V, de Ceglia S, Maggiolini S et al (1997) Evidence of functional and structural cardiac abnormalities in cirrhotic patients with and without ascites. Hepatology 26(5):1131–1137
Mitra S, De A, Chowdhury A (2020) Epidemiology of non-alcoholic and alcoholic fatty liver diseases. Transl Gastroenterol Hepatol 5:16
Ciardullo S, Perseghin G (2021) Prevalence of NAFLD, MAFLD and associated advanced fibrosis in the contemporary United States population. Liver Int 41(6):1290–1293
Eslam M, Sanyal AJ, George J, Sanyal A, Neuschwander-Tetri B, Tiribelli C et al (2020) MAFLD: a consensus-driven proposed nomenclature for metabolic associated fatty liver disease. Gastroenterology 158(7):1999-2014.e1
Chalasani N, Younossi Z, Lavine JE, Charlton M, Cusi K, Rinella M et al (2018) The diagnosis and management of nonalcoholic fatty liver disease: practice guidance from the American Association for the Study of Liver Diseases. Hepatology 67(1):328–357
Kasper P, Martin A, Lang S, Kütting F, Goeser T, Demir M et al (2021) NAFLD and cardiovascular diseases: a clinical review. Clin Res Cardiol 110(7):921–937
Ambale-Venkatesh B, Lima JA (2019) Probing the liver–heart axis. Radiology 291(2):338–339
Ismaiel A, Dumitraşcu DL (2019) Cardiovascular risk in fatty liver disease: the liver–heart axis—literature review. Front Med 6:202
Thomson LE, Wei J, Agarwal M, Haft-Baradaran A, Shufelt C, Mehta PK et al (2015) Cardiac magnetic resonance myocardial perfusion reserve index is reduced in women with coronary microvascular dysfunction: a National Heart, Lung, and Blood Institute-sponsored study from the Women’s Ischemia Syndrome Evaluation. Circ Cardiovasc Imaging 8(4):e002481
Hk A, Saeed M, Higgins CB, Gao D-W, Bremerich J, Wyttenbach R et al (1999) Measurement of the distribution volume of gadopentetate dimeglumine at echo-planar MR imaging to quantify myocardial infarction: comparison with 99mTc-DTPA autoradiography in rats. Radiology 211(3):698–708
Maceira AM, Cosín-Sales J, Roughton M, Prasad SK, Pennell DJ (2010) Reference left atrial dimensions and volumes by steady state free precession cardiovascular magnetic resonance. J Cardiovasc Magn Reson 12(1):1–10
Zhou W, Lee JCY, Leung ST, Lai A, Lee T-F, Chiang JB et al (2021) Long-term prognosis of patients with coronary microvascular disease using stress perfusion cardiac magnetic resonance. JACC Cardiovasc Imaging 14(3):602–611
Srivastava A, Gailer R, Tanwar S, Trembling P, Parkes J, Rodger A et al (2019) Prospective evaluation of a primary care referral pathway for patients with non-alcoholic fatty liver disease. J Hepatol 71(2):371–378
de Carli MA, de Carli LA, Correa MB, Junqueira G Jr, Tovo CV, Coral GP (2020) Performance of noninvasive scores for the diagnosis of advanced liver fibrosis in morbidly obese with nonalcoholic fatty liver disease. Eur J Gastroenterol Hepatol 32(3):420–425
Anstee QM, Lawitz EJ, Alkhouri N, Wong VWS, Romero-Gomez M, Okanoue T et al (2019) Noninvasive tests accurately identify advanced fibrosis due to NASH: baseline data from the STELLAR trials. Hepatology 70(5):1521–1530
Baratta F, Pastori D, Angelico F, Balla A, Paganini AM, Cocomello N et al (2020) Nonalcoholic fatty liver disease and fibrosis associated with increased risk of cardiovascular events in a prospective study. Clin Gastroenterol Hepatol 18(10):2324–31.e4
Vilar-Gomez E, Calzadilla-Bertot L, Wai-Sun Wong V, Castellanos M, Aller-de la Fuente R, Metwally M et al (2018) Fibrosis severity as a determinant of cause-specific mortality in patients with advanced nonalcoholic fatty liver disease: a multi-national cohort study. Gastroenterology 155(2):443–57.e17
Henson JB, Simon TG, Kaplan A, Osganian S, Masia R, Corey KE (2020) Advanced fibrosis is associated with incident cardiovascular disease in patients with non-alcoholic fatty liver disease. Aliment Pharmacol Ther 51(7):728–736
Villanova N, Moscatiello S, Ramilli S, Bugianesi E, Magalotti D, Vanni E et al (2005) Endothelial dysfunction and cardiovascular risk profile in nonalcoholic fatty liver disease. Hepatology 42(2):473–480
VanWagner LB, Wilcox JE, Colangelo LA, Lloyd-Jones DM, Carr JJ, Lima JA et al (2015) Association of nonalcoholic fatty liver disease with subclinical myocardial remodeling and dysfunction: a population-based study. Hepatology 62(3):773–783
Chen C-H, Nien C-K, Yang C-C, Yeh Y-H (2010) Association between nonalcoholic fatty liver disease and coronary artery calcification. Dig Dis Sci 55(6):1752–1760
Sato Y, Yoshihisa A, Kanno Y, Watanabe S, Yokokawa T, Abe S et al (2017) Liver stiffness assessed by Fibrosis-4 index predicts mortality in patients with heart failure. Open Heart 4(1):e000598
So-Armah KA, Lim JK, Re VL III, Tate JP, Chang C-CH, Butt AA et al (2020) FIB-4 stage of liver fibrosis is associated with incident heart failure with preserved, but not reduced, ejection fraction among people with and without HIV or hepatitis C. Prog Cardiovasc Dis 63(2):184–191
Rush CJ, Berry C, Oldroyd KG, Rocchiccioli JP, Lindsay MM, Touyz RM et al (2021) Prevalence of coronary artery disease and coronary microvascular dysfunction in patients with heart failure with preserved ejection fraction. JAMA Cardiol 6(10):1130–1143
Shah SJ, Lam CS, Svedlund S, Saraste A, Hage C, Tan R-S et al (2018) Prevalence and correlates of coronary microvascular dysfunction in heart failure with preserved ejection fraction: PROMIS-HFpEF. Eur Heart J 39(37):3439–3450
Taqueti VR, Solomon SD, Shah AM, Desai AS, Groarke JD, Osborne MT et al (2018) Coronary microvascular dysfunction and future risk of heart failure with preserved ejection fraction. Eur Heart J 39(10):840–849
Vita T, Murphy DJ, Osborne MT, Bajaj NS, Keraliya A, Jacob S et al (2019) Association between nonalcoholic fatty liver disease at CT and coronary microvascular dysfunction at myocardial perfusion PET/CT. Radiology 291(2):330–337
Nakamori S, Onishi K, Nakajima H, Yoon YE, Nagata M, Kurita T et al (2012) Impaired myocardial perfusion reserve in patients with fatty liver disease assessed by quantitative myocardial perfusion magnetic resonance imaging. Circ J 76(9):2234–2240
Crea F, Camici PG, Bairey Merz CN (2014) Coronary microvascular dysfunction: an update. Eur Heart J 35(17):1101–1111
Miller A, McNamara J, Hummel SL, Konerman MC, Tincopa MA (2020) Prevalence and staging of non-alcoholic fatty liver disease among patients with heart failure with preserved ejection fraction. Sci Rep 10(1):1–9
Lee J, Vali Y, Boursier J, Spijker R, Anstee QM, Bossuyt PM et al (2021) Prognostic accuracy of Fib-4, NAFLD fibrosis score and APRI for NAFLD-related events: a systematic review. Liver Int 41(2):261–270
McPherson S, Stewart SF, Henderson E, Burt AD, Day CP (2010) Simple non-invasive fibrosis scoring systems can reliably exclude advanced fibrosis in patients with non-alcoholic fatty liver disease. Gut 59(9):1265–1269
Sun W, Cui H, Li N, Wei Y, Lai S, Yang Y et al (2016) Comparison of FIB-4 index, NAFLD fibrosis score and BARD score for prediction of advanced fibrosis in adult patients with non-alcoholic fatty liver disease: a meta-analysis study. Hepatol Res 46(9):862–870
Funding
This work was supported in part by the Doris Duke Charitable Foundation Grant 2020059 (ACK), the Barbra Streisand Women’s Cardiovascular Research and Education Program (CNB), the Linda Joy Pollin Women’s Heart Health Program (NCB), the Erika Glazer Women’s Heart Health Project (CNB), the Walter R. Ferguson Charitable Fund (CNB), and the Adelson Family Foundation (CNB).
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ACK: Conception, design, analysis, interpretation, drafting, review; JW: Conception, interpretation, review; BPL: Conception, design, interpretation, review; EL: Conception, acquisition, analysis, interpretation, review; GS: Conception, acquisition, analysis, review; TTN: Conception, acquisition, analysis, review; PGB: Design, analysis, interpretation, review; YL: Design, analysis, review; DO: Conception, design, interpretation, review; JEE: Conception, design, interpretation, review; DL: Conception, design, interpretation, review; MN: Conception, interpretation, review; LT: Conception, interpretation, review; DSB: Conception, acquisition, interpretation, review; CNB: Conception, acquisition, interpretation, review; SC: Conception, design, acquisition, analysis, interpretation, review. All authors have approved the final version and agree to accountability for author’s contributions.
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Dr, Merz serves on the Board of Directors for iRhythm and has received fees paid through Cedars-Sinai Medical Center from Abbott Diagnostics and Sanofi. Dr. Wei has served on an advisory board for Abbott Vascular. The other authors report no relevant conflicts.
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Study was approved by Cedars Sinai IRB.
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Informed consent waived due to retrospective study.
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Kwan, A.C., Wei, J., Lee, B.P. et al. Subclinical hepatic fibrosis is associated with coronary microvascular dysfunction by myocardial perfusion reserve index: a retrospective cohort study. Int J Cardiovasc Imaging 38, 1579–1586 (2022). https://doi.org/10.1007/s10554-022-02546-7
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DOI: https://doi.org/10.1007/s10554-022-02546-7