ArticleGland surgery2022
Risk factors and prognostic index model for pancreatic cancer.
Article in Gland surgery, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Prognostic value of peripheral blood fibrinogen-to-albumin ratio in pancreatic cancer patients: a systematic review and meta-analysis.BMC cancer · 2026Pooled it
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- Octogenarians Undergoing Pancreaticoduodenectomy versus Definitive Radiotherapy for Locoregional Therapy of Pancreatic Ductal Adenocarcinoma: A Nationwide Analysis.Annals of surgical oncology · 2026Article
- Inflammatory Biomarkers Predict Local Control and Survival After Escalated High-Dose SBRT in Borderline and Locally Advanced Pancreatic Cancer.Journal of clinical medicine · 2025Article
- Targeting early diagnosis and treatment of pancreatic cancer among the diabetic population: a comprehensive review of biomarker screening strategies.Diabetology & metabolic syndrome · 2025Review
- Long-Term Survival in Metastatic Pancreatic Adenocarcinoma of Intestinal Type.Journal of clinical medicine · 2024Article
- Article
- Prognostic value of peripheral blood fibrinogen-to-albumin ratio and neutrophil-to-lymphocyte ratio in patients with locally advanced or metastatic pancreatic cancer.American journal of translational research · 2024Article
- Predicting the Recurrence of Ovarian Cancer Based on Machine Learning.Cancer management and research · 2024Article
- Risk factors for unresectable pancreatic cancer following high-intensity focused ultrasound treatment.Cancer medicine · 2023Article
- Clinical significance of the neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in acute exacerbations of COPD: present and future.European respiratory review : an official journal of the European Respiratory Society · 2022Review
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7 authors.
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Abstract
backgroundPancreatic cancer is a highly malignant tumor with poor prognosis. Chronic inflammation contributes to the progression of pancreatic cancer. However, few studies have examined the prognostic role of inflammatory markers in this cancer. Our study sought to analyze the prognostic risk factors of and construct a prognostic index (PI) model using inflammatory markers for pancreatic cancer.
methodsForty-eight patients diagnosed with pancreatic cancer at our hospital were selected for this retrospective analysis. Data on the general clinical characteristics, tumor-related features, blood index factors, and treatment methods were collected. The Cox proportional-hazards model was used to analyze the factors affecting the prognosis, and the Kaplan-Meier analysis was used to draw the survival curve.
resultsThe median overall survival time was 14.5 months, and the 1-, 2-, and 3-year survival rates were 20.83% (10/48), 6.25% (3/48), and 4.17% (2/48), respectively. The univariate analysis showed that tumor grade, vascular invasion, adjacent tissue invasion, lymph node metastasis, tumor-node-metastasis (TNM) stage, the neutrophil-lymphocyte ratio (NLR), the platelet-lymphocyte ratio (PLR), and the lymphocyte-monocyte ratio (LMR) were significantly correlated with the median survival of pancreatic cancer patients (P<0.05). The Cox regression equation showed that tumor grade III-IV (X1), vascular invasion (X2), TNM stage III-IV (X3), a NLR >3.8 (X4), and a PLR >182.1 (X5) were independent risk factors affecting the prognosis of patients with pancreatic cancer (all P<0.05). The prognostic model for pancreatic cancer can be expressed as: PI =3.521X1+4.157X2+1.282X3+2.441X4+6.015X5. Patients with tumor grade I-II, non-vascular invasion, TNM stage I-II, a NLR ≤3.8, and a PLR ≤182.1 exhibited a higher 1-year survival rate. The areas under the receiver operating characteristic (ROC) curves for the NLR >3.8 and the PLR >182.1 were 0.778 and 0.713, respectively.
conclusionsTumor grade, vascular invasion, TNM staging, the NLR, and the PLR are independent risk factors affecting the prognosis of pancreatic cancer patients. The NLR and PLR have good clinical value in predicting the survival outcomes of pancreatic cancer patients.
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