ArticleCancer cell international2022
Prognostic value of the modified systemic inflammation score in non-small-cell lung cancer with brain metastasis.
Article in Cancer cell international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed.
- A new preoperative scoring system to predict overall survival in patients undergoing surgical removal of brain metastasis.International journal of clinical oncology · 2026Article
- Prognostic value of Neutrophil-to-Lymphocyte Ratio (NLR) in patients with Leptomeningeal Metastasis (LM) from solid tumors.BMC cancer · 2026Article
- Preoperative predictors of concurrent endometrial carcinoma in patients with endometrial intraepithelial neoplasia: the role of HALP score and other inflammatory markers.Journal of the Turkish German Gynecological Association · 2025Article
- Prognostic Value of Systemic Inflammation Scores in Patients with Acute Coronary Syndrome Who Underwent Percutaneous Coronary Intervention: A Prospective Cohort Study.Journal of inflammation research · 2025Article
- Machine Learning-based Prognostic Model for Brain Metastasis Patients: Insights from Blood Test Analysis.Journal of Cancer · 2025Article
- The causal association between neutrophil counts and the risk of lung cancer: a Mendelian randomization study.Journal of Cancer · 2025Article
- Prognostic Utility of the Modified Systemic Inflammation Score for Patients Undergoing Oral Cavity Cancer Surgery.Diagnostics (Basel, Switzerland) · 2024Article
- Exploring the Molecular Tumor Microenvironment and Translational Biomarkers in Brain Metastases of Non-Small-Cell Lung Cancer.International journal of molecular sciences · 2024Review
- Combining Classic and Novel Neutrophil-Related Biomarkers to Identify Non-Small-Cell Lung Cancer.Cancers · 2024Article
- Characterization of blood inflammatory markers in patients with non-small cell lung cancer.International journal of clinical and experimental pathology · 2024Article
- Prognostic Significance of the Cachexia Index in Patients with Non-Small-Cell Lung Cancer and Brain Metastases after Stereotactic Radiotherapy.Clinical Medicine Insights. Oncology · 2024Article
- Correlation of immune inflammatory indices and nutritional risk index with prognosis in patients with non-small cell lung cancer.American journal of translational research · 2023Article
- Inflammatory and nutritional markers predict the risk of post-operative delirium in elderly patients following total hip arthroplasty.Frontiers in nutrition · 2023Article
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15 authors.
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Abstract
backgroundBrain metastases (BM) from non-small-cell lung cancer (NSCLC) is the most common brain malignancy. Systemic inflammation biomarkers have recently been evaluated as prognosis indicators in several tumors. The combination of these markers has not been evaluated in NSCLC with BM yet. Here, we explored the predictive value of pretreatment inflammatory biomarkers and established a novel, clinically applicable prognostic index for NSCLC patients with BM.
methodsA retrospective investigation of 951 NSCLC patients newly diagnosed with BM at Sun Yat-sen University Cancer Center was conducted. We randomly divided patients into a training cohort (n = 674) or validation cohort (n = 277). Receiver operating characteristic (ROC) curve analysis was carried out to obtain the optimal cut-off values of pretreatment systemic inflammatory indexes. The associations between serum biomarkers and overall survival (OS) were analyzed by Kaplan-Meier curves and Cox proportional models. The resulting prediction model has been externally verified through the validation cohort.
resultsThe optimal cut-off value of the neutrophil-lymphocyte ratio (NLR) in predicting OS was 4.71, while the clinical standard of 40 mg/L was chosen as the optimal cut-off value of albumin. Univariate and multivariate analyses revealed that patients receiving local treatment, chemotherapy, a NLR < 4.71 and albumin ≥ 40 mg/l independently predicted improved survival. We combined the two inflammatory indexes (NLR and albumin level) to establish the modified systemic inflammation score (mSIS) which divides patients into low risk, medium risk or high-risk groups. The 1-year OS rates of three groups were 59.7%, 40.5% and 29.4%, respectively in the training cohort. The same result was verified in the validation cohort with the 1-year OS rates 69.7%, 47.0% and 7.7%, respectively. The mSIS exhibited better discrimination power than the American Joint Committee on Cancer's (AJCC) 7th T + N staging system in the training cohort (Harrell's concordance index (C-index): 0.744 vs 0.502, P < 0.05), and the discrimination was also superior to that of AJCC's 7th T + N staging system in the validation cohort (C-index: 0.724 vs 0.527, P < 0.05). The 1-year and 2-year OS rates of the AUC also exhibited superior survival predictive ability to that of the AJCC's 7th T + N staging system in NSCLC patients with BM.
conclusionThe pretreatment mSIS may be an independent prognostic factor for OS in NSCLC patients with BM and warrants further research.
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