Investigating Metabolic and Inflammatory Patterns in Staging Cardiovascular-Kidney-Metabolic Syndrome: A Comparative Cross-Sectional Analysis - Report - MDSpire

Investigating Metabolic and Inflammatory Patterns in Staging Cardiovascular-Kidney-Metabolic Syndrome: A Comparative Cross-Sectional Analysis

  • By

  • Teng Zhang

  • Zi-Yue Man

  • Shi-Meng Zhang

  • Jian-Jun Mu

  • Yue-Yuan Liao

  • April 22, 2026

  • 0 min

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Clinical Report: Investigating Metabolic and Inflammatory Patterns in CKM Syndrome

Overview

Expand on the implications of insulin resistance and systemic inflammation in CKM syndrome.

Background

Incorporate recent statistics on CKM syndrome prevalence and impact on public health.

Data Highlights

PopulationEstablished CKM Status OR (95% CI)Advanced CKM Status OR (95% CI)
Shaanxi2.49 (2.18, 2.86)1.11 (1.03, 1.19)
NHANES2.52 (2.24, 2.82)1.07 (1.01, 1.14)

Key Findings

  • IRD-PS is strongly associated with established CKM status in both populations studied.
  • SLI-PS correlates significantly with advanced CKM status across both populations.
  • Statistical analysis shows IRD-PS accounts for a substantial portion of the effect of visceral adiposity on established CKM status.
  • Racial/ethnic differences were observed in the association of IRD-PS with established CKM status, particularly among non-Hispanic Asians.
  • Findings are hypothesis-generating and require validation in longitudinal studies.

Clinical Implications

Healthcare professionals should consider the distinct roles of metabolic dysregulation and systemic inflammation when assessing CKM syndrome. The findings underscore the importance of tailored interventions based on CKM stage and individual metabolic profiles.

Conclusion

This study reinforces the need for a nuanced understanding of CKM syndrome, emphasizing the differential roles of metabolic and inflammatory pathways in disease progression. Future research should aim to validate these findings in longitudinal cohorts.

References

  1. European Journal of Preventive Cardiology, 2023 -- Cardiovascular–kidney–metabolic syndrome and mortality in a prospective UK cohort study
  2. The Journal of Clinical Endocrinology & Metabolism, 2023 -- Age-Related Variations in the Relationship Between Systemic Inflammatory Response and Metabolic Syndrome
  3. The Journal of Clinical Endocrinology & Metabolism, 2023 -- Gender Variations in the Link Between Thyroid Hormone Sensitivity and Cardiovascular-Kidney-Metabolic Syndrome
  4. A Synopsis of the Evidence for the Science and Clinical Management of Cardiovascular-Kidney-Metabolic (CKM) Syndrome - Professional Heart Daily | American Heart Association
  5. The Journal of Clinical Endocrinology & Metabolism — Association Between Metabolic Syndrome and Kidney Stone Formation: Insights from 487,860 Participants in the UK Biobank
  6. Sodium-glucose co-transporter-2 inhibitors in patients with chronic kidney disease with or without type 2 diabetes: systematic review and meta-analysis
  7. Evaluate Renal Function With Semaglutide Once Weekly - American College of Cardiology
  8. Semaglutide Effects on Cardiovascular Outcomes in People With Overweight or Obesity - American College of Cardiology
  9. A Synopsis of the Evidence for the Science and Clinical Management of Cardiovascular-Kidney-Metabolic (CKM) Syndrome - Professional Heart Daily | American Heart Association
  10. Life’s Essential 8 cardiovascular health, cardiovascular-kidney-metabolic syndrome stages, and incident cardiovascular events: a nationwide 10-year prospective cohort study in China | | Full Text

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