Late-Stage Concentration of Cardiovascular-Kidney-Metabolic Syndrome Burden in US Adults: Disability-Adjusted Life Years Across AHA Stages, 2005 to 2023

Background: Cardiovascular prevention is increasingly prioritised using burden estimates, yet disability-adjusted life years (DALYs) reward late-stage treatment by construction. Whether that bias is large for cardiovascular-kidney-metabolic (CKM) syndrome, and where the population is accumulating relative to where the burden sits, is unknown. Methods: We pooled nine National Health and Nutrition Examination Survey cycles (2005-2023) and assigned CKM stages 0-4 from measured blood pressure, adiposity, glycaemia, lipids, kidney function, urine albumin, self-reported cardiovascular disease, and 10-year PREVENT risk. Years lived with disability used GBD disability weights. Years of life lost combined national death counts, stage-specific mortality from linked mortality files (1999-2018), and period life tables. A second aim attributed burden to smoking and physical inactivity, two exposures outside the CKM definition. Results: In 2021-2023, 13.8% of adults were stage 0, 21.3% stage 1, 49.1% stage 2, 6.5% stage 3, and 9.3% stage 4. CKM accounted for 20.0 million DALYs annually (7,881 age-standardised per 100,000), of which 4.1 million were YLD and 15.9 million attributable YLL. Stages 3-4, 15.8% of adults, generated 76% of attributable YLL; stage 4 alone generated 65% of YLD and 49% of attributable YLL. Adjusted mortality rose from stage 2 (hazard ratio 1.39) through stage 4 (3.22), while stage 1 did not differ from stage 0 (0.99; 95% CI, 0.78-1.25). Between 2006 and 2016, stage 0 prevalence fell 2.3% per year and stage 1 rose 3.1% per year. Smoking and physical inactivity accounted for 30.5% of burden (95% CI, 25.7-35.1). Conclusions: CKM burden is concentrated in stages 3-4, where excess mortality begins, while the population has been shifting into stage 1, where mortality is normal. DALY-based prioritisation will therefore systematically underfund the stage in which the next generation of patients is being created.

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Journal
medRxiv
Published
2026-11-06
DOI
https://doi.org/10.64898/2026.11.05.26367395
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
Type
preprint
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preprint

Late-Stage Concentration of Cardiovascular-Kidney-Metabolic Syndrome Burden in US Adults: Disability-Adjusted Life Years Across AHA Stages, 2005 to 2023

Yu Qiao, Xia Wang, Hui Zhou, Taojing Zhang et al.
medRxiv
Diabetes, Cardiovascular Risks, and Lipoproteins
preprint

Late-Stage Concentration of Cardiovascular-Kidney-Metabolic Syndrome Burden in US Adults: Disability-Adjusted Life Years Across AHA Stages, 2005 to 2023

Yu Qiao, Xia Wang, Hui Zhou, Taojing Zhang, Hongfeng Sun, Ying Wang
preprint en

Abstract

Background: Cardiovascular prevention is increasingly prioritised using burden estimates, yet disability-adjusted life years (DALYs) reward late-stage treatment by construction. Whether that bias is large for cardiovascular-kidney-metabolic (CKM) syndrome, and where the population is accumulating relative to where the burden sits, is unknown. Methods: We pooled nine National Health and Nutrition Examination Survey cycles (2005-2023) and assigned CKM stages 0-4 from measured blood pressure, adiposity, glycaemia, lipids, kidney function, urine albumin, self-reported cardiovascular disease, and 10-year PREVENT risk. Years lived with disability used GBD disability weights. Years of life lost combined national death counts, stage-specific mortality from linked mortality files (1999-2018), and period life tables. A second aim attributed burden to smoking and physical inactivity, two exposures outside the CKM definition. Results: In 2021-2023, 13.8% of adults were stage 0, 21.3% stage 1, 49.1% stage 2, 6.5% stage 3, and 9.3% stage 4. CKM accounted for 20.0 million DALYs annually (7,881 age-standardised per 100,000), of which 4.1 million were YLD and 15.9 million attributable YLL. Stages 3-4, 15.8% of adults, generated 76% of attributable YLL; stage 4 alone generated 65% of YLD and 49% of attributable YLL. Adjusted mortality rose from stage 2 (hazard ratio 1.39) through stage 4 (3.22), while stage 1 did not differ from stage 0 (0.99; 95% CI, 0.78-1.25). Between 2006 and 2016, stage 0 prevalence fell 2.3% per year and stage 1 rose 3.1% per year. Smoking and physical inactivity accounted for 30.5% of burden (95% CI, 25.7-35.1). Conclusions: CKM burden is concentrated in stages 3-4, where excess mortality begins, while the population has been shifting into stage 1, where mortality is normal. DALY-based prioritisation will therefore systematically underfund the stage in which the next generation of patients is being created.

medRxiv
Beijing University of Chinese Medicine (CN), Dongzhimen Hospital Affiliated to Beijing University of Chinese Medicine (CN)
Diabetes, Cardiovascular Risks, and Lipoproteins
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