| Author, Year |
Study Design |
Study Settings |
Patient Population |
Sample Size (n) |
MASLD Diagnosis |
Objectives |
Covariates Adjusted |
Outcomes |
Effect Size
(RR, OR, HR, MD, 95% CI) |
| Atherosclerotic disease |
| Atherosclerotic disease Sung et al, 202373 |
Cross-sectional and longitudinal cohort Study |
South Korea |
Participants who underwent health examinations for the assessment of fatty liver and CAC |
162,180 (Cross-sectional study)
34,233 (Longitudinal cohort study) |
US or CT |
To examine associations between MASLD and the risk of having or developing CAC |
Age, sex, education level, smoking history, exercise, LDL, prior history of CAD, and use of lipid-lowering medications |
Association between MASLD and presence of CAC (cross-sectional analysis) Association between MASLD and incident CAC (longitudinal analysis) |
aOR: 1.34 (1.29 to 1.39) P < 0.05
aHR: 1.68 (1.43 to 1.99) P < 0.05 |
| Ma et al, 202274 |
Prospective cohort study |
United Kingdom |
Adults aged 40–69 years, free of baseline CVD and chronic liver disease |
215,245 |
FLI |
To investigate the link between MASLD and adverse CVD outcomes |
Age, sex, ethnicity, smoking status, TC, diabetes, and HTN |
Association between MASLD and AMI mortality
Association between MASLD and stroke mortality |
aHR: 1.58 (1.19 to 2.11) P < 0.01
aHR: 1.18 (0.85 to 1.64) P = 0.32 |
| Shang et al, 202275 |
Retrospective cohort study |
Sweden |
Adults ≥18 years with MASLD and cardiometabolic risk factors |
106,336 |
ICD-9/10 codes |
To assess the association between MASLD and CV outcomes compared with the general population |
Matched for age, sex, municipality, and HTN; adjusted for T2DM, dyslipidemia, obesity, and COPD |
Association between MASLD and fatal CVD events
Association between MASLD and nonfatal CVD events |
aHR: 1.20 (0.98 to 1.42) P > 0.05
aHR: 3.71 (3.29 to 4.17) P < 0.05 |
| Mantovani et al, 202176 |
Meta-analysis |
Asia, Europe, the United States, and Egypt |
Adults (≥18 years) with and without MASLD, excluding those with significant alcohol consumption or other causes of liver disease |
5,802,226 |
Imaging, ICD-9/10 codes, or liver biopsy |
To assess the long-term risk of fatal and nonfatal CVD events associated with MASLD |
Age, sex, smoking status, adiposity measures, SBP, or HTN status, lipid profile, and glycemic status (preexisting diabetes, FBG, or HbA1c levels) |
Association between MASLD and risk of fatal or nonfatal CVD events |
aHR: 1.31 (1.31 to 1.61) P < 0.05 |
| Chang et al, 202077 |
Prospective cohort study |
South Korea |
Individuals with and without MASLD, excluding those with other causes of liver disease |
218,030 |
US |
To assess the risk of CVD hospitalization in patients with MASLD |
Age, sex, BMI, smoking, physical activity, educational level, total calorie intake, family history of CVD, diabetes, HTN, LDL, medications, plasma high-sensitivity CRP, HOMA-IR |
Association between MASLD and CVD hospitalization for ischemic heart disease or ischemic stroke |
aHR: 1.05 (0.89 to 1.23) P > 0.05 |
| Alexander et al, 201978 |
Retrospective cohort study |
Italy, Spain, and the Netherlands |
Adults with MASLD/MASH from 4 European primary care databases |
120,795 |
ICD/Read/ICPC codes |
To assess the risk of incident AMI and stroke in people with MASLD, compared with matched controls |
Age, sex, smoking, T2DM, SBP, TC, statin use, and HTN |
Risk of incident AMI in patients with MASLD
aHR: 1.01 (0.91 to 1.12) P = 0.12 |
Risk of incident stroke in patients with MASLD
aHR: 1.04 (0.99 to 1.09) P = 0.92 |
| Allen et al, 201979 |
Retrospective cohort study |
United States |
Adults diagnosed with MASLD |
19,078 |
ICD-9 codes |
To examine whether female sex remains a protective factor against CVD in MASLD |
Age, sex, county |
To assess the association between MASLD and CV events in women |
aHR: 0.90 (0.74 to 1.08) P = 0.25 |
| Hwang et al, 201880 |
Prospective cohort study |
South Korea |
Adults aged 20–94 years undergoing health screening, with cardiometabolic risk factor assessment |
318,224 |
US |
To assess the link between MASLD and CVD mortality in men and women |
Age, sex, BMI, smoking status, alcohol consumption, physical activity, diabetes, HTN, hypercholesterolemia |
Association between MASLD and CVD mortality in men
Association between MASLD and CVD mortality in women |
aHR: 1.09 (0.82 to 1.44) P = 0.56
aHR: 1.63 (1.00 to 2.66) P = 0.05 |
| Zou et al, 201781 |
Cross-sectional study |
China |
Patients aged ≥40 years with T2DM |
2,646 |
US |
To explore the association between MASLD and PAD in patients with T2DM |
Age, gender, education, smoking status, use of insulin or oral antidiabetic medication, BMI, FPG, SBP, TG, and TC |
Association between MASLD and PAD |
aOR: 1.49 (1.12 to 2.00) P = 0.009 |
| Sinn et al, 201682 |
Retrospective cohort study |
South Korea |
Males with abdominal and carotid US performed at least 1 year apart |
8,020 |
US |
This study assessed the longitudinal association between MASLD and the onset of SCA |
Age, smoking, alcohol consumption, BMI, weight change, SBP, use of antihypertensive and lipid-lowering medications, FPG, use of hypoglycemic medications, LDL, HDL, TG level |
Risk of SCA in MASLD
Risk of SCA in patients with high FIB-4 score |
aHR: 0.91 (0.80 to 1.03) P = 0.12
aHR: 1.43 (1.19 to 1.70) P < 0.001 |
| Lazo et al, 201183 |
Prospective cohort study |
United States |
Adults aged 20–74 years with cardiometabolic risk factors |
11,371 |
US |
To evaluate the link between MASLD/MASH and CVD mortality. |
Age, sex, BMI, ethnicity, education, smoking status, alcohol consumption, physical activity, HTN, dyslipidemia, T2DM |
Association between MASLD and CVD mortality
Association between MASH and CVD mortality |
aHR: 0.86 (0.67 to 1.12) P > 0.05
aHR: 0.59 (0.29 to 1.20) P > 0.05 |
| Cardiac arrhythmias |
| Simon et al, 202384 |
Retrospective cohort study |
Sweden |
Adults ≥18 years in with liver biopsy–confirmed MASLD |
63,062 |
Liver biopsy |
To examine the incidence of cardiac arrhythmias according to the presence and histological severity of MASLD |
Age, sex, calendar year, county, diabetes, obesity, HTN, dyslipidemia, CKD, a family history of early CVD, education, hospitalizations, and alcohol use |
Association between MASLD and incident cardiac arrhythmias |
aHR: 1.30 (1.22 to 1.38) P < 0.05 |
| Cai et al, 202085 |
Meta-analysis |
Korea, Germany, the United States, and Italy |
Adult patients (≥18 years) diagnosed with MASLD and having cardiometabolic risk factors |
614,673 |
FLI, CT, and ICD-10 code |
To examine the association of MASLD with the risks of AF |
Age, gender, smoking, BMI or obesity, HTN, BP or antihypertensive treatment, FPG, HbA1c or T2DM, and serum cholesterol or hypercholesterolemia |
Association between MASLD and AF risk |
aRR: 1.19 (1.04 to 1.31) P = 0.001 |
| Mantovani et al, 201986 |
Meta-analysis |
Europe, Asia, the United States |
Adult patients (≥18 years) diagnosed with MASLD and having cardiometabolic risk factors |
364,919 |
FLI, CT, US, and ICD-9 code |
To examine the association between MASLD and the risk of prevalent AF |
Age, sex, BMI, HTN, T2DM, dyslipidemia, and smoking |
Association between MASLD and prevalent AF |
aOR: 2.07 (1.38 to 3.10) P < 0.05 |
| Hung et al, 201587 |
Cross-sectional study |
Taiwan |
Adults ≥20 years attending routine health checkups |
31,116 |
US |
To investigate the association between MASLD and QT prolongation among the general population with or without diabetes |
Age, sex, diabetes, HTN, cholesterol, HDL, TGs, AST, BMI, LV hypertrophy, a history of CAD, hypokalemia, eGFR, CRP, and smoking |
Association between severe MASLD and QTC prolongation (≥440 ms) in men, bazett's criteria
Association between severe MASLD and QTC prolongation (=440 ms) in women, Bazett's criteria |
aOR: 1.87 (1.51 to 2.31) P < 0.001
aOR: 2.28 (1.89 to 2.74) P < 0.001 |
| Cardiomyopathy |
| Yong et al, 202288 |
Meta-analysis |
Asia, Europe, the United States, and Brazil |
Patients with MASLD and cardiometabolic risk factors are undergoing evaluation of echocardiographic parameters |
33,891 |
Liver biopsy, US, MRI, and CT |
To examine the systolic, diastolic, and structural echocardiographic characteristics in patients with MASLD |
NR |
LVEF MASLD vs non-MASLD (%)
LVM MASLD vs non-MASLD (g) |
MD: -0.693 (-1.11 to -0.27) P = 0.001
MD: 34.5 (26.24 to 42.73) P < 0.001 |
| VanWagner et al, 202089 |
Longitudinal cohort study |
United States |
Patients who underwent ECG and CT during the 25-year follow-up examination |
2,713 |
CT |
To determine the association between MASLD and subclinical abnormalities in cardiac structure and function |
Unadjusted |
LVM in MASLD vs non-MASLD patients (g)
LVMI, in MASLD vs non-MASLD patients (g/m indexed to height 2.7)
LVEF MASLD vs non-MASLD (%) |
196.5 vs 164.1 P < 0.0001
45.1 vs 39.3 P < 0.0001
62.0 vs 61.6 P = 0.42 |
| Jung et al, 201790 |
Cross-sectional study |
South Korea |
Adults aged 18-84 years undergoing routine health checkups |
20,821 |
US |
To assess whether MASLD is associated with the risk for LV diastolic dysfunction and remodeling |
Sex, age, physical activity, current smoking, alcohol consumption, HTN, diabetes, CRP, HOMA-IR, HDL, TC, creatinine, and BMI |
Association between MASLD and abnormal LV relaxation
Association between MASLD and LV remodeling |
aOR: 1.95 (1.61 to 2.35) P < 0.05
aOR: 1.95 (1.61 to 2.35) P < 0.05 |
| Valvular heart disease |
| Hao et al, 202491 |
Observational study |
United States |
Participants aged between 45 and 84 years with no prior history of CVD |
4,226 |
Liver enzymes, CT, MRI, and liver biopsy |
To investigate the association between MASLD and incident aortic valve calcification |
Age, race, sex, BMI, alcohol drinking status, physical activity, SBP, smoking status, CRP, FPG, HTN, LDL, use of lipid-lowering medication, and hypoglycemic medication |
Association between MASLD and incident aortic valve calcification |
aHR: 1.58 (1.03 to 2.43) P = 0.038 |
| Mantovani et al, 201592 |
Cross-sectional study |
Italy |
T2DM outpatients without a history of HF, valvular heart conditions, or liver diseases |
247 |
US |
To determine the association between MASLD and valvular calcification in diabetic patients |
Age, sex, WC, smoking history, HbA1c, LDL, eGFR, DBP, use of hypoglycemic, lipid-lowering, and antihypertensive drugs |
Association between MASLD and valvular calcification (AVS and/or MAC)
Association between MASLD and MAC
Association between MASLD and AVS |
aOR: 2.70 (1.23 to 7.38) P < 0.01
aOR: 3.01 (1.12 to 7.99) P = 0.026
aOR: 2.65 (1.07 to 6.31) P = 0.035 |
| Bonapace et al, 201493 |
Cross-sectional study |
Italy |
T2DM patients free from ischemic heart disease, valvular heart conditions, liver disorders, or excessive alcohol use |
180 |
US |
To investigate the association between MASLD and AVS in patients with T2DM |
Age, sex, BMI, smoking status, daily alcohol consumption, HTN, dyslipidemia, duration of diabetes, diabetes treatment, HbA1c, and eGFR |
Association between MASLD and AVS |
aOR: 3.04 (1.30 to 7.30) P = 0.01 |
| Hypertension |
| Li et al, 202294 |
Meta-analysis |
Asia, Europe, and the United States |
Participants aged ≥18 years with cardiometabolic risk factors |
86,342 |
US, CT, and surrogate scores (FLI, hepatic steatosis index, and comprehensive MASLD score) |
To examine the association between MASLD and HTN |
Age and sex |
Association between MASLD and the incidence of HTN |
aHR: 1.55 (1.29 to 1.87) P < 0.01 |
| Bonnet et al, 201795 |
Prospective cohort study |
France |
Adults aged 30–65 years without baseline HTN |
2,565 |
FLI |
To evaluate whether the FLI predicts incident HTN in normotensive individuals |
Age, sex, smoking, FPG, alcohol intake, and HOMA-IR |
Association between FLI and incident HTN |
aOR: 1.44 (1.20 to 1.74) P = 0.0001 |
| Ryoo et al, 201496 |
Prospective cohort study |
South Korea |
Participants free of CVD and liver disease, undergoing routine health checkups |
22,090 |
US |
To investigate the association between MASLD and the development of HTN |
Age, BMI, TG, serum creatinine, liver enzymes, recent smoking status, regular exercise, and T2DM |
Association between severe to moderate MASLD and incident HTN |
aHR: 1.14 (1.00 to 1.30) P ≥ 0.05 |
| Lau et al, 201097 |
Prospective longitudinal cohort study |
Germany |
Patients aged 20–79 years with cardiometabolic risk factors |
3,191 |
US |
To examine the relationship between FLD and BP, including HTN |
Age, sex, WC, BMI, T2DM, mean daily alcohol consumption, and the use of antihypertensive medication |
Association between HTN and US+ with increased ALT at follow-up |
| Heart failure |
| Roderburg et al, 202398 |
Retrospective cohort study |
Germany |
Participants =18 years with cardiometabolic risk factors |
173,966 |
ICD-10 codes |
To examine the association between MASLD and incident HF, adjusting for established HF risk factors |
CKD
Antihypertensive and statin therapy |
Association between MASLD and incident HF |
aHR: 1.29 (1.24 to 1.34) P < 0.001
aHR: 1.41 (1.36 to 1.47) P < 0.001 |
| Simon et al, 202299 |
Retrospective cohort Study |
Sweden |
Adults aged ≥18 with no underlying cause of liver disease and free from CVD |
56,939 |
Liver biopsy |
To investigate the relationship between the severity of biopsy-confirmed MASLD and the incidence of major adverse CV events (CHF) |
Age, sex, year, county of residence, education, diabetes, obesity, HTN, dyslipidemia, CKD, family history of CVD, and alcohol use disorder |
Association between MASLD and CHF
Association between MASH without fibrosis and CHF |
aHR: 1.75 (1.63 to 1.87) P < 0.05
aHR: 1.60 (1.31 to 1.96) P < 0.05 |
| Fudim et al, 2021100 |
Retrospective cohort study |
United States |
Medicare beneficiaries with no known history of HF |
870,535 |
ICD-9 codes |
To evaluate the relationship between MASLD and the risk of developing HF, including HFpEF and HFrEF |
Age, sex, race, region, HTN, diabetes, obesity, AMI, AF, CKD, and VD |
Risk of overall HF in MASLD
Risk of HFpEF in MASLD |
aHR: 1.23 (1.18 to 1.29) P < 0.001
aHR: 1.24 (1.14 to 1.34) P < 0.001 |
| Roh et al, 2020101 |
Retrospective cohort Study |
South Korea |
Adults aged ≥20 with no history of HF and comorbid conditions |
308,578 |
FLI |
To assess the relationship between FLI and the risk of new-onset HF |
Age, sex, smoking, alcohol consumption, physical activity, SBP, DBP, and cholesterol |
Association between FLI (12.6-31.0) and new-onset HF
Association between FLI (>31.0) and new-onset HF |
aHR: 1.31 (1.147 to 1.504) P < 0.001
aHR: 1.71 (1.489 to 1.964) P < 0.001 |