National trends and county-level geographic disparities in mortality from operationally defined cardiovascular–kidney–metabolic stages 4 and 4b in the United States
By
Kaide Xia
Junwen Wang
Bingpeng Gao
May 29, 2026
Clinical Scorecard: Trends in Mortality and Geographic Variations at the County Level for Advanced Stages 4 and 4b of Cardiovascular–Kidney–Metabolic Syndrome in the United States
At a Glance
Category Detail
Condition Advanced Cardiovascular–Kidney–Metabolic Syndrome (CKM)
Key Mechanisms Includes clinical cardiovascular disease and kidney failure, with clear definitions for stages.
Target Population U.S. residents with advanced CKM syndrome, specifically stages 4 and 4b.
Care Setting Ecological and spatial analysis using death certificate data from CDC.
Key Highlights
Age-adjusted mortality rates for stage 4 declined from 505.54 to 353.30 per 100,000 from 1999 to 2023, with a detailed breakdown of annual changes. Stage 4b mortality rates decreased from 45.95 to 33.98 per 100,000 in the same period, with specific annual percent changes. Mortality trends reversed in the past decade, with increases in stage 4 and stage 4b after 2013 and 2015, respectively, supported by data. Geographic disparities noted, with high-burden areas in the Deep South and Appalachia for stage 4, including specific counties. Stage 4b hotspots showed more dispersed geographic clustering, with maps or data to illustrate.
Guideline-Based Recommendations
Diagnosis
Operationally defined using ICD-10 codes for cardiovascular disease and kidney failure, with examples.
Management
Target integrated cardio-renal risk reduction strategies based on geographic inequities, with specific examples.
Monitoring & Follow-up
Surveillance of both absolute burden and kidney failure-associated mortality, with suggested metrics.
Risks
Increased mortality rates observed in specific geographic regions, with data to support.
Patient & Prescribing Data
Individuals diagnosed with advanced CKM syndrome, particularly stages 4 and 4b, with demographic details.
Management considerations differ between stage 4a and stage 4b due to kidney failure, with specific treatment options.
Clinical Best Practices
Utilize death certificate data for accurate mortality tracking, with methods for data collection. Implement targeted prevention strategies in high-burden geographic areas, with examples of successful interventions. Monitor trends in mortality to inform health-system planning, suggesting specific data points to track.
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