ArticleJournal of translational medicine2015
Prognostic value of pre-operative inflammatory response biomarkers in gastric cancer patients and the construction of a predictive model.
Article in Journal of translational medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 144 papers, 10 of them syntheses that pooled it.
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Who cites it
144 citing papers in PubMed, 10 syntheses or guidelines pooled it, 213 citations in OpenAlex.
- Correlation between neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio with prognosis in gastric cancer patients undergoing neoadjuvant chemotherapy: a meta-analysis.BMC gastroenterology · 2025Pooled it
- Prognostic value of inflammatory markers NLR, PLR, and LMR in gastric cancer patients treated with immune checkpoint inhibitors: a meta-analysis and systematic review.Frontiers in immunology · 2024Pooled it
- Systemic Inflammatory Markers for Predicting Overall Survival in Patients with Osteosarcoma: A Systematic Review and Meta-Analysis.Mediators of inflammation · 2021Pooled it
- Clinicopathological and prognostic significance of platelet-lymphocyte ratio (PLR) in gastric cancer: an updated meta-analysis.World journal of surgical oncology · 2020Pooled it
- The prognostic role of platelet-to-lymphocyte ratio on overall survival in gastric cancer: a systematic review and meta-analysis.BMC gastroenterology · 2020Pooled it
- The role of the systemic inflammatory response in predicting outcomes in patients with operable cancer: Systematic review and meta-analysis.Scientific reports · 2017Pooled it
- The diagnostic efficacy of platelet-to-lymphocyte ratio and neutrophil-to-lymphocyte ratio in ovarian cancer.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2017Pooled it
- Neutrophil-to-lymphocyte ratio as prognostic indicator in gastrointestinal cancers: a systematic review and meta-analysis.Oncotarget · 2017Pooled it
- Clinicopathological and prognostic significance of platelet to lymphocyte ratio in patients with gastric cancer.Oncotarget · 2016Pooled it
- Prognostic role of lymphocyte to monocyte ratio for patients with cancer: evidence from a systematic review and meta-analysis.Oncotarget · 2016Pooled it
- The prognostic value of derived neutrophil to lymphocyte ratio in oesophageal cancer treated with definitive chemoradiotherapy.Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology · 2017Trial
- Prognostic Value of the Systemic Immune-Inflammation Index in Advanced Endometrial Cancer Treated with Pembrolizumab-Lenvatinib: A Retrospective Real-World Study.Current oncology (Toronto, Ont.) · 2026Observational
- A nomogram based on systemic inflammatory markers: development and validation for predicting postoperative overall survival in gastric cancer.Translational cancer research · 2026Article
- Correlations ofQuantitative imaging in medicine and surgery · 2026Article
- Inflammatory and Nutritional Indices as Prognostic Markers in Locally Advanced Gastric Cancer Treated with Neoadjuvant FLOT: A Retrospective Multicenter Study.Journal of clinical medicine · 2026Article
- Correlation analysis of clinical efficacy and prognosis of endoscopic submucosal dissection of early gastric cancer with peripheral blood indexes.Frontiers in oncology · 2026Article
- Preoperative PNI-dNLR Score as Predicting Long-Term Survival in Older Adults Undergoing Radical Gastrectomy for Gastric Cancer.Clinical interventions in aging · 2026Article
- Preoperative peripheral blood routine indicators as predictors of prognosis and diagnosis in glioma under the 2021 World Health Organization classification.Oncology letters · 2025Article
- The value of complete blood count parameters in the preoperative diagnosis of parathyroid tumor.Gland surgery · 2025Article
- Lymph Node Ratio as a Risk Factor for Early Recurrence in Older Patients with Stage II/III Gastric Cancer: A Retrospective Study.Journal of clinical medicine · 2025Article
84 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
12 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInflammation plays an integral role in carcinogenesis and tumor progression. Inflammatory response biomarkers have shown to be promising prognostic factors for improving the predictive accuracy in various cancers. The aim of this study is to investigate the prognostic significance of pre-operative neutrophil to lymphocyte ratio (NLR), derived neutrophil to lymphocyte ratio (dNLR), platelet to lymphocyte ratio (PLR) and lymphocyte to monocyte ratio (LMR) in gastric cancer (GC).
methods389 patients who had undergone gastrectomy were enrolled from 2007 to 2009 in this study. NLR, dNLR, PLR and LMR were calculated from peripheral blood cell count taken at pre-operation. Receiver operating curve (ROC) was used to determine the optimal cut-off levels for these biomarkers. A predictive model or nomogram was established to predict prognosis for cancer-specific survival (CSS) and disease-free survival (DFS), and the predictive accuracy of the nomogram was determined by concordance index (c-index).
resultsThe median follow-up period was 24 months ranging from 3 months to 60 months. The optimal cut-off levels were 2.36 for NLR, 1.85 for dNLR, 132 for PLR and 4.95 for LMR by ROC curves analysis. Elevated NLR, dNLR and PLR were significantly associated with worse overall survival (OS), CSS and DFS, however, elevated LMR showed an adverse effect on worse OS, CSS and DFS. Multivariate analysis revealed that elevated dNLR was an independent factor for worse OS, and NLR was superior to dNLR, PLR and LMR in terms of hazard ratio (HR = 1.53, 95% CI = 1.11-2.11, P = 0.010), which was shown to be independent prognostic indicators for both CSS and DFS. Moreover, the nomogram could more accurately predict CSS (c-index: 0.89) and DFS (c-index: 0.84) in surgical GC patients.
conclusionsPre-operative NLR and dNLR may serve as potential prognostic biomarkers in patients with GC who underwent surgical resection. The proposed nomograms can be used for the prediction of CSS and DFS in patients with GC who have undergone gastrectomy.
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