Why the study?
The liver remains underrepresented in the cardiovascular-kidney-metabolic (CKM) syndrome framework, which may underestimate CKM-related disease burden. The interaction between nonalcoholic fatty liver disease (NAFLD) and CKM stages and their joint prognostic value for major adverse cardiovascular and liver events needed evaluation.
Does the co-occurrence of nonalcoholic fatty liver disease (NAFLD) and advanced cardiovascular-kidney-metabolic (CKM) stages increase the risk of major adverse cardiovascular events (MACE) and major adverse liver events (MALE) in UK Biobank participants?
Cohort (n=313,970)
Does the co-occurrence of nonalcoholic fatty liver disease (NAFLD) and advanced cardiovascular-kidney-metabolic (CKM) stages increase the risk of major adverse cardiovascular events (MACE) and major adverse liver events (MALE) in UK Biobank participants?
NAFLD and CKM stages synergistically increase cardiovascular and hepatic risk, with NAFLD amplifying cardiovascular risk particularly in early CKM stages and mediating 41.12% of CKM-related liver risk.
Background Cardiovascular-kidney-metabolic (CKM) syndrome describes a progressive continuum of metabolic, cardiovascular, and renal dysfunction, yet the liver—both a driver and target of systemic metabolic injury—remains underrepresented. Overlooking liver risk may underestimate CKM-related disease burden. Unlike metabolic dysfunction-associated steatotic liver disease, nonalcoholic fatty liver disease (NAFLD) excludes overlapping metabolic components, making it more suitable for integration into the CKM framework. Purpose To investigate the interaction between NAFLD and CKM stages and evaluate their joint prognostic value for major adverse cardiovascular events (MACE) and major adverse liver events (MALE). Methods 313,970 participants in CKM stages 0–3 were included from the UK Biobank. NAFLD was defined as fatty liver index ≥60, excluding other liver diseases and excessive alcohol intake. CKM stages 0-2 were defined as non-advanced, and stage 3 as advanced. The primary endpoint was MACE (myocardial infarction, stroke, heart failure, coronary artery bypass grafting, or cardiovascular death), and the secondary endpoint was MALE (cirrhosis, hepatocellular carcinoma, or liver-related death). Results Over a median 15.70 years of follow-up, 32,110 MACE and 1,599 MALE events occurred. NAFLD prevalence increased progressively across CKM stages (<0.1%, 13%, 40%, and 73%). In fully adjusted Cox models, NAFLD (MACE: HR 1.53, 95% CI 1.49-1.56; MALE: HR 3.00, 95% CI 2.68-3.35) and advanced CKM stage (MACE: HR 1.79, 95% CI 1.69-1.88; MALE: HR 2.07, 95% CI 1.65-2.59) were independently associated with higher outcome risk. The co-occurrence of NAFLD and advanced CKM stages synergistically amplified MACE and MALE risk, with the highest hazard observed in participants with both conditions (MACE: HR 2.33, 95% CI 2.19-2.47; MALE: HR 5.09, 95% CI 3.97-6.54) compared with non-NAFLD and non-advanced CKM participants. A significant multiplicative interaction between NAFLD and CKM stage was observed for MACE (Pinteraction<0.001), with NAFLD showing a stronger association in early CKM stages (HR 1.51, 95% CI 1.48-1.55) but no significant association in stage 3 (HR 1.09, 95% CI 0.97-1.23). Mediation analysis indicated that NAFLD accounted for 41.12% of the positive association between CKM stage and MALE. Time-dependent ROC analyses demonstrated superior and stable discriminative performance for the combined NAFLD-CKM model compared with either factor alone throughout follow-up. Conclusions NAFLD and CKM stages synergistically increase cardiovascular and hepatic risk. NAFLD amplifies cardiovascular risk in early CKM stages and substantially mediates CKM-related liver risk, supporting its role as an early, clinically modifiable intermediate phenotype. Incorporating NAFLD into CKM assessment provides complementary prognostic information for more precise multi-organ risk stratification and earlier intervention.
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Xiao et al. (2026) conducted a cohort in Nonalcoholic fatty liver disease (NAFLD) and cardiovascular-kidney-metabolic (CKM) syndrome (n=313,970). Co-occurrence of NAFLD (fatty liver index >=60) and advanced CKM stage (stage 3) vs. Non-NAFLD and non-advanced CKM stage (stages 0-2) was evaluated on Major adverse cardiovascular events (MACE: myocardial infarction, stroke, heart failure, coronary artery bypass grafting, or cardiovascular death) (HR 2.33, 95% CI 2.19-2.47, p=<0.001 for interaction).
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