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Updated: Jun 14, 2025

Assessment of Vascular Function in Patients With Chronic Kidney Disease
Published on: June 16, 2014
Association between Systemic Inflammation and Worsening Renal Function in Cardiovascular-Kidney-Metabolic Syndrome
Sunying Wang1, Jilang Zeng1, Yan Chen2
1Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China.
Insights
Systemic inflammation, measured by SII and SIRI, is linked to worsening kidney function in cardiovascular-kidney-metabolic (CKM) syndrome patients. This association is stronger in the early stages of CKM.
Area of Science:
- Nephrology
- Cardiology
- Metabolic Disorders
- Inflammation Research
Background:
- Cardiovascular-kidney-metabolic (CKM) syndrome involves interconnected cardiovascular, renal, and metabolic issues.
- Existing research on CKM syndrome primarily focuses on cardiovascular outcomes.
- The link between chronic systemic inflammation and kidney function decline in CKM syndrome requires further investigation.
Purpose of the Study:
- To examine the association between systemic inflammation markers and worsening renal function (WRF) in individuals with CKM syndrome.
- To determine if inflammation indices predict long-term kidney function changes in CKM syndrome.
- To explore the relationship between inflammation and WRF across different stages of CKM syndrome.
Main Methods:
- Analysis of 39,944 outpatients from 2014-2021, defining WRF by serum creatinine increase.
- Logistic regression models used to assess the association between Systemic Immune Inflammation Index (SII), Systemic Inflammatory Response Index (SIRI), and WRF.
- Restricted cubic spline (RCS) and segmented linear regression employed to analyze the dose-response relationship and identify thresholds.
Main Results:
- 25.9% of patients experienced WRF within the first year.
- Elevated SII and SIRI levels were significantly associated with increased odds of WRF in CKM syndrome.
- SII (OR: 1.298) and SIRI (OR: 1.026) independently predicted WRF, with a dose-response relationship observed.
Conclusions:
- Both SII and SIRI are significant predictors of WRF in individuals with CKM syndrome.
- The association between systemic inflammation and WRF is more pronounced in the early stages of CKM syndrome.
- These findings highlight the role of inflammation in CKM syndrome progression and kidney function decline.
Introduction:
As a concept recently proposed by the American Heart Association (AHA), cardiovascular-kidney-metabolic (CKM) syndrome is characterized by the interplay of cardiovascular, renal, and metabolic dysfunctions. However, previous studies constantly focused on the cardiovascular outcomes, and there is scarce evidence addressing the association between chronic systemic inflammation and long-term changes in kidney function in the progression of CKM syndrome. This study aimed to investigate the association between the systemic inflammation and worsening renal function (WRF) in individuals with CKM syndrome.
Methods:
A cohort of 39,944 outpatients with regular follow-up visits at Fuqing City Hospital from 2014 to 2021 was analyzed. WRF was defined as an absolute increase in serum creatinine of ≥26.5 μmol/L (≥0.3 mg/dL) with a relative increase of ≥25% from baseline during the first year of follow-up. Three logistic regression models were constructed to evaluate the associations between systemic immune inflammation index (SII), systemic inflammatory response index (SIRI), and WRF. Restricted cubic spline (RCS) regression was utilized to illustrate the relationship between SII, SIRI, and WRF. Additionally, we explored this correlation through segmented linear regression as part of our threshold analysis.
Results:
A total of 10,361 individuals (25.9%) experienced WRF within the first year. Higher levels of SII and SIRI were significantly associated with increased odds of WRF across all CKM stages. After adjusting for multiple conventional variables, SII remained an independent predictor for WRF (OR: 1.298, 95% CI: 1.181-1.427, p < 0.001). Similarly, SIRI also demonstrated a significant positive correlation with WRF (OR: 1.026, 95% CI: 1.021-1.030, p < 0.001). The RCS analysis also revealed a dose-response relationship, indicating higher quartiles of SII and SIRI correlating with greater odds of WRF. Further analysis revealed significant interactions between SII, SIRI, and CKM stages, particularly at stages 4 (p < 0.001 for both). Subgroup analysis suggested that this association between SII, SIRI, and WRF was more prominent in the early stage of CKM. The threshold effect analysis demonstrated that for ln transformed SII, a threshold of above 5.565 indicated significant correlation with WRF (OR: 1.277), while for SIRI, the threshold of 2.34 showed a strong correlation below it (OR: 1.330).
Conclusion:
Both SII and SIRI were associated with the risk of WRF in individuals with CKM. This association seemed more prominent in the early stage of CKM.
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