The longitudinal and reversible causal link between depressive symptoms and cardiovascular disease among middle-aged and older adults: findings from three national cohorts

This multi-cohort study provides evidence for a longitudinal causal relationship between depressive symptoms and CVD, showing temporal cumulative effect and a risk pattern consistent with reversible association. These results highlight the need to integrate mental health care into CVD prevention.