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Using the Systemic Inflammatory Response Index and the Prognostic Nutritional Index in Predicting Subsequent Bone
Peng Wang1, Xiaojing Yan2, Guangxuan Yan3
1Department of Orthopaedics, Beijing Luhe Hospital, Capital Medical University, Beijing, People's Republic of China.
International Journal of General Medicine
|April 8, 2026
Summary
A new scoring system combining the systemic inflammatory response index (SIRI) and prognostic nutritional index (PNI) can predict bone metastases (BM) in non-small cell lung cancer (NSCLC) patients. Advanced stage and high SIRI-PNI scores are key indicators for BM risk.
Area of Science:
- Oncology
- Medical Diagnostics
- Biomarkers
Background:
- Bone metastases (BM) are a common complication in non-small cell lung cancer (NSCLC).
- Identifying predictive factors for BM is crucial for patient management and prognosis.
- The systemic inflammatory response index (SIRI) and prognostic nutritional index (PNI) reflect systemic inflammation and nutritional status, respectively, and may be associated with cancer progression.
Purpose of the Study:
- To identify risk factors for bone metastases (BM) in non-small cell lung cancer (NSCLC) patients.
- To develop and validate a scoring system using SIRI and PNI to predict subsequent BM in NSCLC patients.
Main Methods:
- Retrospective analysis of 418 NSCLC patients.
- Calculation of preoperative SIRI and PNI values.
- Receiver operating characteristic (ROC) curve analysis to determine optimal cut-off values for SIRI and PNI.
- Development of the SIRI-PNI scoring system.
- Univariate and multivariate logistic regression to identify independent risk factors for BM.
Main Results:
- 142 out of 418 patients (33.97%) developed BM.
- Optimal cut-off values: SIRI 539.0 (AUC=0.877) and PNI 44.8 (AUC=0.801).
- The SIRI-PNI scoring system (scores 0-2) showed significant differences between BM and non-BM groups (P < 0.05).
- Clinical stage IV (OR=11.91, P < 0.0001) and SIRI-PNI score of 2 (P < 0.0001) were independent risk factors for BM.
Conclusions:
- Advanced clinical stage (IV) and a high SIRI-PNI score (2 points) are significant prognostic indicators for BM development in NSCLC.
- The preoperative SIRI-PNI scoring system aids in the early identification of high-risk NSCLC patients for bone metastases.