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. 2026 Jun 22;25:266. doi: 10.1186/s12933-026-03264-3

Table 3.

Roles of insulin resistance-related indices in the trajectory of cardiometabolic multimorbidity progression among participants with MASLD

Exposures HRs (95% CIs)
Transition A
(Healthy—> T2D)
Transition B
(Healthy—> Stroke)
Transition C
(Healthy—> CHD)
Transition D
(T2D—> CMM)
Transition E
(Stroke—> CMM)
Transition F
(CHD—> CMM)

No. of cases/

total population

12,371/109,604 4,083/109,604 10,988/109,604 1,988/12,371 896/4,083 2,060/10,988
Proportions 11.3% 3.7% 10.0% 16.1% 21.9% 18.7%
TyG 1.60 (1.57–1.62)* 0.97 (0.94–1.00) 1.10 (1.08–1.12)* 1.04 (1.00–1.08)* 1.20 (1.12–1.28)* 1.33 (1.27–1.39)*
TyG-BMI 1.67 (1.65–1.70)* 1.01 (0.97–1.04) 1.05 (1.03–1.08)* 1.10 (1.06–1.14)* 1.27 (1.19–1.35)* 1.42 (1.37–1.47)*
TyG-WC 1.74 (1.72–1.77)* 1.05 (1.01–1.08)* 1.16 (1.14–1.18)* 1.11 (1.08–1.16)* 1.31 (1.23–1.39)* 1.41 (1.36–1.47)*
TyG-WHtR 1.81 (1.79–1.84)* 1.08 (1.04–1.11)* 1.10 (1.08–1.12)* 1.11 (1.07–1.15)* 1.31 (1.23–1.39)* 1.47 (1.42–1.53)*
TyG-BRI 1.62 (1.60–1.64)* 1.09 (1.06–1.13)* 1.07 (1.05–1.09)* 1.10 (1.06–1.14)* 1.26 (1.18–1.33)* 1.37 (1.32–1.42)*
TyG-ABSI 1.48 (1.45–1.51)* 1.11 (1.08–1.15)* 1.20 (1.18–1.23)* 1.09 (1.04–1.13)* 1.21 (1.13–1.30)* 1.26 (1.20–1.32)*
TyG-VAI 1.27 (1.25–1.28)* 0.98 (0.95–1.01) 1.09 (1.07–1.11)* 1.04 (1.00–1.07)* 1.09 (1.02–1.16)* 1.16 (1.12–1.20)*
TyG-WWI 1.71 (1.68–1.74)* 1.10 (1.07–1.14)* 1.13 (1.11–1.16)* 1.08 (1.04–1.12)* 1.25 (1.16–1.33)* 1.39 (1.33–1.45)*
TG/HDL-C ratio 1.22 (1.20–1.23)* 0.97 (0.94–1.00) 1.13 (1.11–1.15)* 1.05 (1.02–1.09)* 1.07 (1.00–1.15)* 1.12 (1.08–1.16)*

*P < 0.05. HRs (95% CIs) are reported per one standard deviation increment in each index. Models were adjusted for age, sex, ethnicity, educational levels, Townsend deprivation index, frequency of drinking, smoking status, physical activity, self-reported history of hypertension, self-reported history of cancer, use of lipid-lowering medication, use of antihypertensive medication, and family history of cardiometabolic disease. Baseline MASLD indicates participants with MASLD who were free of type 2 diabetes, stroke, and coronary heart disease at study entry. All transitions are illustrated in Fig. 2

HR, hazard ratio; CI, confidence interval; CMM, cardiometabolic multimorbidity; CHD, coronary heart disease; T2D, type 2 diabetes; MASLD, metabolic dysfunction-associated steatotic liver disease; TyG, triglyceride-glucose index; BMI, body mass index; WC, waist circumference; WHtR, waist-to-height ratio; BRI, body roundness index; ABSI, a body shape index; VAI, visceral adiposity index; WWI, weight-adjusted waist index; TG/HDL-C, triglyceride-to-high-density lipoprotein cholesterol ratio