ArticleBMC public health2025
Joint association of the inflammatory marker and cardiovascular-kidney-metabolic syndrome stages with all-cause and cardiovascular disease mortality: a national prospective study.
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 1 of them a synthesis that pooled it.
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Who cites it
66 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Inflammation as a Prognostic Marker in Cardiovascular Kidney Metabolic Syndrome: A Systematic Review.International journal of molecular sciences · 2025Pooled it
- Vitamin D deficiency, multimorbidity, and mortality in stage 2 cardiovascular-kidney-metabolic (CKM) Syndrome: evidence from the NHANES 2001-2018 cohort.Renal failure · 2026Article
- Depression and risk of incident heart diseases among older adults at CKM stages 0-3: evidence from the China Health and Retirement Longitudinal Study.Annals of medicine · 2026Article
- Burden of Systemic Inflammation Among Individuals with Atherosclerotic Cardiovascular Disease and Chronic Kidney Disease in Northern China.Cardiology and therapy · 2026Article
- Article
- Associations of Dietary Patterns and Micronutrients With Major Adverse Cardiovascular Events and Mortality Among Populations With Cardiovascular-Kidney-Metabolic Syndrome Stages 0-3: Results From Two Prospective Cohorts.Food science & nutrition · 2026Article
- Sex differences in cardiovascular‑kidney‑metabolic syndrome: From pathogenesis to treatment response (Review).International journal of molecular medicine · 2026Review
- N-Acetylcysteine Mitigates Renal Fibrosis by Modulating Inflammasome and Gluconeogenic Pathways Under Cardiometabolic Stress.Antioxidants (Basel, Switzerland) · 2026Article
- Association of cumulative systemic inflammation response index and all-cause mortality in adult with cardiovascular-kidney-metabolic syndrome stages 0-2: a prospective cohort study.BMC cardiovascular disorders · 2026Article
- Association between the systemic inflammatory response index and 1-year all-cause mortality in intensive care unit patients with heart failure: a retrospective cohort study.Journal of thoracic disease · 2026Article
- Cardiovascular-kidney-metabolic syndrome: a comprehensive review of pathophysiology, epidemiology, diagnosis, and management.Cardiovascular diabetology · 2026Review
- Emerging multidimensional biomarker system for cardiovascular-kidney-metabolic syndrome: from multi-omics integration to clinical artificial intelligence.Cardiovascular diabetology · 2026Review
- Dietary trace mineral intake and risk of all-cause and cardiovascular mortality in population with cardiovascular-kidney-metabolic syndrome stage 0-3: a cohort study.BMC public health · 2026Article
- Rest-activity rhythms and cardiovascular events in cardiovascular-kidney-metabolic syndrome: evidence from two nationwide cohorts.American journal of preventive cardiology · 2026Article
- Associations between cardiovascular-kidney-metabolic syndrome staging and risks of all-cause and cardiovascular mortality: a systematic review and meta-analysis.American journal of preventive cardiology · 2026Article
- Association of nine composite inflammatory indices with cardiovascular diseases in US adults: national health and nutrition examination survey (NHANES, 2005-2018).Journal of health, population, and nutrition · 2026Article
- Dietary inflammatory potential and dietary quality in relation to advanced cardiovascular-kidney-metabolic syndrome and mortality risk: traditional and machine learning-based analysis.Nutrition journal · 2026Article
- Relative contributions of lifestyle factors to stage-specific progression and mortality in cardiovascular-kidney-metabolic syndrome: a prospective cohort study with multi-state models.Frontiers in public health · 2026Article
- A cohort study in Southern Xinjiang, China, 2018-2023 on the association of metabolic syndrome components and their interactions with cardiovascular disease risk.Frontiers in cardiovascular medicine · 2026Article
- Geriatric nutritional risk Index predicts adverse outcomes across cardiovascular-kidney-metabolic syndrome: discovery in NHANES and external validation in CKM stage 4 patients undergoing PCI.Frontiers in cardiovascular medicine · 2026Article
6 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
backgroundCardiovascular-kidney-metabolic (CKM) syndrome and systemic inflammation significantly contribute to mortality. However, the joint associations of CKM stages and systemic inflammation with all-cause and cardiovascular disease (CVD) mortality remain unclear. This study aimed to evaluate the independent and joint associations of CKM stages and systemic inflammation with all-cause and CVD mortality in a representative cohort of United States adults.
methodsWe analyzed data from 29,459 adults aged ≥ 20 years from the National Health and Nutrition Examination Survey (1999-2018). CKM stages were classified based on metabolic risk factors, CVD, and chronic kidney disease. Systemic inflammation was assessed using multiple indicators, and time-dependent ROC analysis identified the systemic inflammatory response index (SIRI) as the most effective inflammatory marker. The associations of CKM stages and SIRI with mortality were evaluated.
resultsOver a median follow-up of 109 months, 5,583 all-cause deaths and 1,843 CVD-specific deaths occurred. Both advanced CKM stages and elevated SIRI were associated with higher risks of all-cause and CVD mortality. Individuals with advanced CKM stages (Stages 3-4) and elevated SIRI (> 0.81) had the highest risks of all-cause (HR: 1.84, 95% CI: 1.65-2.05) and CVD mortality (HR: 2.50, 95% CI: 2.00-3.12). These associations were particularly pronounced in adults aged < 60 years (P for interaction < 0.001).
conclusionsAdvanced CKM stages and elevated SIRI are associated with increased risks of all-cause and CVD mortality, particularly in younger adults. These findings highlight the significance of targeted interventions to address systemic inflammation and CKM progression, potentially improving long-term outcomes in high-risk populations.
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