ArticleCardiovascular diabetology2023
Duration-dependent impact of cardiometabolic diseases and multimorbidity on all-cause and cause-specific mortality: a prospective cohort study of 0.5 million participants.
Article in Cardiovascular diabetology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.
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Who cites it
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 31 citations in OpenAlex.
- Content Validation of a Medication Adherence Risk Score (MARS) for Mortality Risk Prediction: A Delphi Consensus.Clinical pharmacology and therapeutics · 2026Pooled it
- Associations of cumulative exposure and dynamic trajectories of the combined atherogenic-frailty index with incident cardiometabolic multimorbidity: a prospective cohort study.Journal of global health · 2026Article
- Probiotics in Cardiometabolic Diseases: Current Evidence, Postbiotic Perspectives, and Future Directions.Journal of microbiology and biotechnology · 2026Review
- Estimated pulse wave velocity and risk of cardiometabolic multimorbidity in middle-aged and older adults: a cohort study.BMC cardiovascular disorders · 2026Article
- Gender-specific age inflection points for hypertension, elevated fasting blood glucose, and dyslipidemia in a Northern Chinese cohort: a comorbidity-based analysis.BMC public health · 2026Article
- Predictive value of the combined cholesterol, high-density lipoprotein, glucose and frailty indices for cardiometabolic multimorbidity incidence: evidence from a national prospective cohort study.Cardiovascular diabetology · 2026Article
- Serum uric acid and the trajectory of cardiometabolic multimorbidity: a prospective study conducted with data from the UK Biobank.Nutrition journal · 2026Article
- Association of multimorbidity and its patterns with risk of mortality among the elderly in Shenzhen, China.BMC geriatrics · 2026Article
- Associations between the C-reactive protein-triglyceride glucose index and the incidence and progression trajectory of cardiometabolic multimorbidity: a multi-state model study.Cardiovascular diabetology · 2026Article
- Subgroups of Prediabetes and the Risk of Cardiometabolic Multimorbidity in Chinese Adults: A Prospective Cohort Study.Journal of diabetes · 2026Article
- Assessment of insulin resistance indexes with longitudinal trajectories of cardiometabolic multimorbidity: insights from the UK Biobank.Nutrition & metabolism · 2026Article
- The association of C-reactive protein-triglyceride-glucose index with cardiometabolic multimorbidity in middle-aged and older adults: evidence from two cohort studies.Cardiovascular diabetology · 2026Article
- CardioMetAge estimates cardiometabolic aging and predicts disease outcomes.BMC medicine · 2026Article
- Comparative discriminatory performance of emerging endocrine-metabolic indices versus obesity indices for cardiometabolic multimorbidity in older adults: a cross-sectional study.Frontiers in endocrinology · 2026Article
- Cumulative lipid-inflammatory indices and the risk of cardiometabolic multimorbidity: a prospective cohort study.Frontiers in endocrinology · 2026Article
- Association of pericoronary fat attenuation index and insulin resistance for the risk of cardiometabolic multimorbidity: a cross-sectional study.Frontiers in endocrinology · 2026Article
- Vitamin E and Fatty Acid Intake and Cardiometabolic Multimorbidity Risk: The Mediating Role of Plasma Lipid Metabolites.International journal of molecular sciences · 2025Article
- Spatial heterogeneity and its influencing factors of cardiometabolic multimorbidity in a natural community population: a study based on Lingwu city, rural Northwest China.BMC public health · 2025Article
- The association between triglyceride glucose-waist height ratio index and cardiometabolic multimorbidity among Chinese middle-aged and older adults: a national prospective cohort study.Cardiovascular diabetology · 2025Article
- Changes in Frailty and Cardiometabolic Disease: Evidence From a Longitudinal Cohort Study and Genetic Analysis.JACC. Advances · 2025Article
Corrections and comments
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Authors and funding
16 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundThe association of incident cardiometabolic multimorbidity (CMM) with mortality risk is rarely studied, and neither are the durations of cardiometabolic diseases (CMDs). Whether the association patterns of CMD durations with mortality change as individuals progress from one CMD to CMM is unclear.
methodsData from China Kadoorie Biobank of 512,720 participants aged 30-79 was used. CMM was defined as the simultaneous presence of two or more CMDs of interest, including diabetes, ischemic heart disease, and stroke. Cox regression was used to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) for the duration-dependent associations of CMDs and CMM with all-cause and cause-specific mortality. All information on exposures of interest was updated during follow-up.
resultsDuring a median follow-up of 12.1 years, 99,770 participants experienced at least one incident CMD, and 56,549 deaths were documented. Among 463,178 participants free of three CMDs at baseline, compared with no CMD during follow-up, the adjusted HRs (95% CIs) between CMM and all-cause mortality, mortality from circulatory system diseases, respiratory system diseases, cancer, and other causes were 2.93 (2.80-3.07), 5.05 (4.74-5.37), 2.72 (2.35-3.14), 1.30 (1.16-1.45), and 2.30 (2.02-2.61), respectively. All CMDs exhibited a high mortality risk in the first year of diagnosis. Subsequently, with prolonged disease duration, mortality risk increased for diabetes, decreased for IHD, and sustained at a high level for stroke. With the presence of CMM, the above association estimates inflated, but the pattern of which remained.
conclusionAmong Chinese adults, mortality risk increased with the number of the CMDs and changed with prolonged disease duration, the patterns of which varied among the three CMDs.
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