The trajectories of cardiometabolic multimorbidity associate with mortality risk: a study based on Guangdong adult chronic diseases and risk factors cohort
Abstract
Background: Cardiometabolic multimorbidity (CMM) prevalence has risen, but longitudinal evidence on trajectories and mortality links remains limited. Objective: This study aimed to examine CMM trends and the impact of its statuses/trajectories on mortality in Guangdong, China. Design: This is a cohort study. Setting: Data were collected from the Guangdong Provincial adult chronic diseases and risk factors cohort (GDACRC). The follow-up data were collected from the hospitalization record system and the vital register system in Guangdong Province. Participants: Baseline surveys were separately conducted in 2007, 2010, 2013, 2015, and 2018, which recruited 34,244 participants aged 18 years or older. Measurements: Calculated age-sex standardized CMM prevalence. Cox proportional hazards models were used to assess the associations between CMM statuses/trajectories and mortality risk. Results: < 0.05). Compared with participants without any cardiometabolic diseases (CMD), the mortality risk of those with single CMD and CMM, respectively, increased by 30 and 85%, with a greater risk of patients aged < 65 years. The most common trajectory was from metabolic disease (M) to cardiovascular diseases (C), that 9.31% healthy participants at baseline developed CMM on this trajectory, which accounted for 53.5% of all CMM patients. Compared to patients with single M, patients with the trajectory from C to M had greater mortality risk (HR = 3.32, 95% CI: 2.13-5.16). Limitation: Single-province sample; self-report bias. Conclusion: CMM represents a major public health challenge in Guangdong Province, China. Our findings provide new insights on the CMM progression, which may be helpful for prevention and clinical management of CMM.
Fields of Study & Subjects
Chronic Disease Management Strategies
Health Promotion and Cardiovascular Prevention
Diabetes
Cardiovascular Risks
and Lipoproteins
Publication details
- Journal / source
- Frontiers in Public Health
- Publisher
- Frontiers Media SA
- Volume
- 14
- Pages
- 1833156–1833156
- Publication date
- 9 July 2026
- Language
- EN