Systemic Immune-Inflammation Index Predicts Contrast-Induced Acute Kidney Injury in Patients Undergoing Coronary Angiography: A Cross-Sectional Study
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Updated: Sep 28, 2025

A Large Animal Model for Acute Kidney Injury by Temporary Bilateral Renal Artery Occlusion
Published on: February 2, 2021
Hangpan Jiang1, Duanbin Li2,3, Tian Xu2,3
1Department of Cardiology, The Fourth Affiliated Hospital, College of Medicine, Zhejiang University, Yiwu, China.
Insights
The systemic immune-inflammation index (SII) is a significant predictor of contrast-induced acute kidney injury (CI-AKI). Higher SII levels are associated with an increased incidence of CI-AKI in patients undergoing coronary angiography.
Area of Science:
- Cardiology
- Nephrology
- Immunology
Background:
- The systemic immune-inflammation index (SII) is an emerging indicator correlated with cardiovascular diseases.
- Contrast-induced acute kidney injury (CI-AKI) is a significant concern in patients undergoing procedures involving intravascular contrast agents.
Purpose of the Study:
- To investigate the association between the systemic immune-inflammation index (SII) and the incidence of contrast-induced acute kidney injury (CI-AKI).
Main Methods:
- A retrospective cross-sectional study included 4,381 subjects undergoing coronary angiography (CAG).
- The systemic immune-inflammation index (SII) was calculated as neutrophil count × platelet count/lymphocyte count.
- Multivariable regression, ROC analysis, and structural equation modeling were employed to assess the relationship between SII and CI-AKI.
Main Results:
- 17.9% of patients developed CI-AKI post-contrast administration.
- Higher SII levels were linearly associated with increased serum creatinine elevation (β = 0.315, P < 0.001).
- Elevated SII demonstrated a significant association with increased CI-AKI incidence (OR = 2.914, P < 0.001) and showed a stronger direct effect than C-reactive protein.
Conclusions:
- The systemic immune-inflammation index (SII) is an independent predictor for CI-AKI in patients undergoing coronary angiography.
- SII has a good predictive value for CI-AKI, suggesting its utility in risk stratification.
Background And Aims:
Systemic immune-inflammation index (SII) is an emerging indicator and correlated to the incidence of cardiovascular diseases. This study aimed to explore the association between SII and contrast-induced acute kidney injury (CI-AKI).
Methods:
In this retrospective cross-sectional study, 4,381 subjects undergoing coronary angiography (CAG) were included. SII is defined as neutrophil count × platelet count/lymphocyte count. CI-AKI was determined by the elevation of serum creatinine (Scr). Multivariable linear and logistic regression analysis were used to determine the relationship of SII with Scr and CI-AKI, respectively. Receiver operator characteristic (ROC) analysis, structural equation model analysis, and subgroup analysis were also performed.
Results:
Overall, 786 (17.9%) patients suffered CI-AKI after the intravascular contrast administration. The subjects were 67.1 ± 10.8 years wold, with a mean SII of 5.72 × 1011/L. Multivariable linear regression analysis showed that SII linearly increased with the proportion of Scr elevation (β [95% confidence interval, CI] = 0.315 [0.206 to 0.424], P < 0.001). Multivariable logistic regression analysis demonstrated that higher SII was associated with an increased incidence of CI-AKI ([≥12 vs. <3 × 1011/L]: odds ratio, OR [95% CI] = 2.914 [2.121 to 4.003], P < 0.001). Subgroup analysis showed consistent results. ROC analysis identified a good predictive value of SII on CI-AKI (area under the ROC curve [95% CI]: 0.625 [0.602 to 0.647]). The structural equation model verified a more remarkable direct effect of SII (β = 0.102, P < 0.001) on CI-AKI compared to C-reactive protein (β = 0.070, P < 0.001).
Conclusions:
SII is an independent predictor for CI-AKI in patients undergoing CAG procedures.
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