Fig. 2

CMM risks stratified by potential risk factors according to the consumption of three types of beverages. Associations of three types of beverages’ consumption and risk of CMM were stratified by sex, ethnicity, age, deprivation index, sedentary hours, smoking status, alcohol intake, physical activity, BMI, and dietary pattern. The model was adjusted for age, sex, ethnicity and deprivation index, smoking status, alcohol consumption, physical activity, sedentary time and body mass index, total sugar intake, energy intake, fat intake, and healthy diet, insulin use, antihypertensive drug use, lipid-lowering drug use, and aspirin use. CMM cardiometabolic multimorbidity, BMI body mass index