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Associations Between Systemic Immunity Inflammation Index, Aggregate Index of Systemic Inflammation, and Hospital
Liyuan Han1,2, Yanhua Li1,2, Chunyan Gao1,2
1Clinical Laboratory, Tangshan Maternal and Child Health Care Hospital, Tangshan, Hebei, People's Republic of China.
Insights
Systemic inflammation indices (SII and AISI) can predict hospital-acquired otitis media (OM) in children with bacterial pneumonia. These biomarkers may help guide targeted prevention strategies for better outcomes.
Area of Science:
- Pediatric Infectious Diseases
- Biomarker Discovery
- Clinical Diagnostics
Background:
- Hospital-acquired otitis media (OM) is a frequent complication in pediatric bacterial pneumonia, leading to extended illness.
- Systemic inflammation indices (SII and AISI) are potential biomarkers for identifying children at risk of developing OM.
Purpose of the Study:
- To assess the association between SII and AISI and the risk of hospital-acquired OM in children up to 12 years old with bacterial pneumonia.
- To evaluate the predictive performance of SII and AISI for hospital-acquired OM.
Main Methods:
- 388 children (≤12 years) with bacterial pneumonia were analyzed.
- Logistic regression and nomogram models were used to evaluate the relationship between SII, AISI, and OM risk.
- Model performance was assessed using AUC, calibration curves, and decision curve analysis.
Main Results:
- Children with OM exhibited significantly higher levels of inflammatory markers, including SII and AISI.
- Multivariate analysis identified log2-SII (OR=1.38) and log2-AISI (OR=1.37) as significant risk factors for hospital-acquired OM.
- The log2-AISI model showed superior discriminatory ability (AUC=0.834) compared to the log2-SII model (AUC=0.827).
Conclusions:
- SII and AISI demonstrate predictive value for hospital-acquired OM in pediatric patients with bacterial pneumonia.
- These inflammation indices can aid in clinical practice for targeted prevention of OM.
- Utilizing SII and AISI may improve patient prognosis by enabling early intervention.
Purpose:
Hospital-acquired otitis media (OM) is a common complication in children with bacterial pneumonia, associated with prolonged morbidity. Systemic inflammation indices (SII and AISI) may serve as biomarkers for OM risk. This study aimed to evaluate the association of SII and AISI with hospital-acquired OM risk in children (≤12 years) with bacterial pneumonia.
Patients And Methods:
A total of 388 children (aged ≤12 years) diagnosed with bacterial pneumonia were enrolled in this study from January 2024 to June 2025.. Data included demographic characteristics, birth history, feeding history, and laboratory tests. Logistic regression analysis was used to analyze the relationship between SII, AISI, and the risk of OM. This study constructed a nomogram prediction model, and the performance of the model was assessed by the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA).
Results:
The majority of patients were male (54.90%) and aged ≤3 years (55.93%). Based on OM status, children were divided into No-OM group (n = 289) and OM group (n = 99). The OM group showed significantly elevated levels of inflammatory markers (WBC, NEU, MON, PLT, CRP, SII and AISI), alongside lower levels of RBC, HGB, and TP, compared to the No-OM group (all p<0.05). Multivariate analysis found log2-SII (OR = 1.38, 95% CI: 1.05-1.82, p = 0.021) and log2-AISI (OR = 1.37, 95% CI: 1.07-1.78, p < 0.001) were risk factors of hospital acquired OM. Compared to log2-SII model (0.827, 95% CI: 0.780-0.875), log2-AISI model (0.834, 95% CI: 0.788-0.881) demonstrated superior discriminatory ability. Both models exhibited a favorable clinical benefit rate. Additionally, restricted cubic spline (RCS) analysis showed a significant linear relationship between log2-SII, log2-AISI and OM risk (all P for nonlinear >0.05), with inflection points at 9.71 (log2-SII) and 8.16 (log2-AISI).
Conclusion:
This study established the predictive value of SII and AISI for hospital acquired OM in children aged ≤12 years with bacterial pneumonia. Integrating them into clinical practice can guide targeted prevention and thereby improve prognosis.
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