Bidirectional transitions of cardiovascular-kidney-metabolic syndrome states in middle-aged and older adults: evidence from a nationwide cohort study

Abstract Background Cardiovascular–Kidney–Metabolic (CKM) syndrome is a systemic condition from the interplay among metabolic risk factors, chronic kidney disease (CKD), and cardiovascular system. This study aimed to characterize bidirectional transition patterns between CKM states and identify their determinants. Methods and results We included community-dwelling adults ≥45 years from national China Health and Retirement Longitudinal Study (CHARLS), with CKM state assessments in 2011 and 2015. Multi-state Markov models (MSM) estimated transition intensities/probabilities among non-CKM (stage 0), light CKM (stages 1,2), advanced CKM (stages 3,4), death, and factors for transitions.A total of 6,388 participants were analyzed (53.80% female; mean age 59.41±9.02 years; mean follow-up 3.86±0.51 years). Baseline: 412 (6.45%) non-CKM, 4,605 (72.09%) light CKM, 1,371 (21.46%) advanced CKM. Follow-up: 1,675 transitions (1,077 progressing, 171 regressing, 427 death). Four-year probabilities: non-CKM→light CKM (70.5%); light CKM→non-CKM (2.7%), light CKM→advanced CKM (16.7%); advanced CKM→light CKM (3.4%), advanced CKM→death (15.0%). Age, sex, urban/rural residence, activities of daily living (ADL), depressive symptoms were key determinants. Conclusion This national cohort delineated CKM state bidirectional transitions, revealed progression-regression asymmetry and state-specific determinants, providing evidence for prevention-oriented, risk-stratified CKM management in middle-aged/older adults.

Authors

Institutions

Publication Details

Journal
BMC Cardiovascular Disorders
Published
2026-10-26
DOI
https://doi.org/10.1186/s12872-026-06675-y
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Bidirectional transitions of cardiovascular-kidney-metabolic syndrome states in middle-aged and older adults: evidence from a nationwide cohort study

Meng Xin, Wei Han, Weipeng Li, Liang Zheng et al.
5 links
BMC Cardiovascular Disorders
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Bidirectional transitions of cardiovascular-kidney-metabolic syndrome states in middle-aged and older adults: evidence from a nationwide cohort study

Meng Xin, Wei Han, Weipeng Li, Liang Zheng, Weiya Kong, Zhongmin Liu, Yuzhen Zhang
article en

Abstract

Abstract Background Cardiovascular–Kidney–Metabolic (CKM) syndrome is a systemic condition from the interplay among metabolic risk factors, chronic kidney disease (CKD), and cardiovascular system. This study aimed to characterize bidirectional transition patterns between CKM states and identify their determinants. Methods and results We included community-dwelling adults ≥45 years from national China Health and Retirement Longitudinal Study (CHARLS), with CKM state assessments in 2011 and 2015. Multi-state Markov models (MSM) estimated transition intensities/probabilities among non-CKM (stage 0), light CKM (stages 1,2), advanced CKM (stages 3,4), death, and factors for transitions.A total of 6,388 participants were analyzed (53.80% female; mean age 59.41±9.02 years; mean follow-up 3.86±0.51 years). Baseline: 412 (6.45%) non-CKM, 4,605 (72.09%) light CKM, 1,371 (21.46%) advanced CKM. Follow-up: 1,675 transitions (1,077 progressing, 171 regressing, 427 death). Four-year probabilities: non-CKM→light CKM (70.5%); light CKM→non-CKM (2.7%), light CKM→advanced CKM (16.7%); advanced CKM→light CKM (3.4%), advanced CKM→death (15.0%). Age, sex, urban/rural residence, activities of daily living (ADL), depressive symptoms were key determinants. Conclusion This national cohort delineated CKM state bidirectional transitions, revealed progression-regression asymmetry and state-specific determinants, providing evidence for prevention-oriented, risk-stratified CKM management in middle-aged/older adults.

BMC Cardiovascular Disorders
Tongji University (CN), Capital Medical University (CN), Shanghai East Hospital (CN), Beijing Children’s Hospital (CN)
Good health and well-being
Openalex Percentile: Top 11%
Diabetes, Cardiovascular Risks, and Lipoproteins
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Bidirectional transitions of cardiovascular-kidney-metabolic syndrome states in middle-aged and older adults: evidence from a nationwide cohort study — Meng Xin, Wei Han, et al. · BMC Cardiovascular Disorders (2026) | TGRS Research Map | TGRS