ArticleInternational urology and nephrology2025
Predicting the prognosis of patients with renal cell carcinoma based on systemic immune inflammatory index and prognostic nutritional index.
Article in International urology and nephrology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 2 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
6 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prognostic value of the prognostic nutritional index for patients with renal cell carcinoma: an update systematic review and meta-analysis.BMC cancer · 2026Pooled it
- Prognostic significance of pretreatment systemic immune-inflammation index (SII) in patients with cervical cancer: a meta-analysis.World journal of surgical oncology · 2025Pooled it
- Immune-inflammatory-fibrinogen score as a novel prognostic biomarker in patients with gastric cancer undergoing radical gastrectomy: a multicenter study.World journal of surgical oncology · 2026Trial
- Prognostic value of systemic immune-inflammation index in patients with localized and advanced renal cell carcinoma: a systematic review and meta-analysis.Translational andrology and urology · 2026Article
- Prognostic Nutritional Index enhances risk stratification and predicts progression-free survival in upper tract urothelial carcinoma.Discover oncology · 2026Article
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Authors and funding
6 authors.
Funding
Abstract
purposeThis study aimed to evaluate the prognostic value of preoperative systemic immune inflammatory index (SII) and prognostic nutritional index (PNI) in patients with renal cell carcinoma (RCC) undergoing surgery, and to establish a nomogram for predicting overall survival (OS).
methodsWe retrospectively analyzed clinical data from 240 RCC patients who underwent surgery. SII and PNI values were calculated, and optimal cutoff value were determined by receiver operating characteristic curves. Patients were classified into high and low SII/PNI groups. Survival outcomes were assessed using Kaplan-Meier analysis and log-rank tests. Univariate and multivariate Cox regression models were used to identify independent prognostic factors, which were incorporated into a nomogram. The model's accuracy and discrimination were evaluated by the consistency index (C-index) and calibration curves.
resultsThe 1-, 3- and 5-year survival rates were significantly higher in low SII group were (98.10%, 92.30%, and 87.20%) compared to the high SII group (90.00%, 72.90%, and 57.40%), and higher in the high PNI group (97.60%, 93.00%, and 87.60%) compared to the low PNI group (86.90%, 67.90%, and 40.80%; P < 0.001). Multivariate Cox regression model analysis showed that SII, PNI, hemoglobin, tumor necrosis, surgical method, pathological type, AJCC stage and Fuhrman grade were independent prognostic factors. The nomogram model demonstrated excellent predictive ability with a C index was 0.915.
conclusionsPreoperative SII and PNI are independent predictors of postoperative prognosis in RCC patients. The constructed nomogram based on multiple factors provides accurate individualized survival predictions.
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