Genetic risk and lifestyle factors influence steatotic liver disease and cardiovascular events. Lifestyle effects were stronger in individuals with higher genetic risk, especially if overweight. Genetic factors, physical activity, and sleep duration interacted to influence cT1 and cardiovascular events. Targeted lifestyle interventions could be particularly effective in genetically susceptible populations.