Population estimates, trends, characteristics and prognostic outcomes of cardiovascular-kidney-liver-metabolic health: A population-based study
Abstract
Cardiovascular-kidney-liver-metabolic (CKLM) diseases constitute the presence of MASLD, T2D, CKD, obesity and/or CVD, that often co-exist and synergistically increase cardiovascular risk. However, the prevalence, extent and outcomes of the CKLM burden remain poorly understood. This population-based study utilised National Health and Nutrition Examination Survey (NHANES) 2007-2018 database, examining individuals’ number (0-4) and permutations of CKLM diseases, namely: type 2 diabetes (T2D), obesity, metabolic dysfunction-associated steatotic liver disease (MASLD), chronic kidney disease (CKD). The primary outcome was all-cause mortality. Cox regression models were constructed to evaluate the relationship between CKLM phenotypes and all-cause mortality, adjusting for age, sex, race, socioeconomic status, and physical activity. The weighted cohort represented 97.8 million US adults (mean age 47.7±16.7 years). 54.16% of the cohort at ≥1 CKLM diseases. From 2007 to 2018, the proportion of individuals with ≥2 CKLM diseases increased from 32.4% to 55.6% of the population, with the largest increase in proportion of individuals with 4 diseases. The most common CKLM phenotype was MASLD-obesity (23.0%), followed by MASLD-obesity-T2D (5.1%). The highest mortality rates were observed in individuals with 4 CKLM diseases (21.4%), followed by 3 diseases (12.2%). Cox regression revealed that 4 diseases predicted the highest mortality risk (aHR 2.24, 95%CI: 1.66-3.02, p
Fields of Study & Subjects
Liver Disease Diagnosis and Treatment
Chronic Kidney Disease and Diabetes
Chronic Disease Management Strategies
Publication details
- Journal / source
- American Journal of Preventive Cardiology
- Publisher
- Elsevier BV
- Volume
- 25
- Pages
- 101405–101405
- Publication date
- 3 January 2026
- Language
- EN