ArticleJournal of inflammation research2021
The Efficacy of Different Inflammatory Markers for the Prognosis of Patients with Malignant Tumors.
Article in Journal of inflammation research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 6 of them syntheses that pooled it.
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Who cites it
24 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Prognostic value of NLR versus PLR and LMR in patients with oral squamous cell carcinoma: a meta-analysis.BMC oral health · 2026Pooled it
- Prognostic value of Glasgow prognostic score in hematological malignancies: a systematic review and meta-analysis.International journal of hematology · 2025Pooled it
- Prognostic significance of systemic immune inflammation index for ovarian cancer: An updated systematic review and meta-analysis.Journal of ovarian research · 2025Pooled it
- Value of CRP, albumin, and lymphocyte index in predicting survival of patients with gastrointestinal malignancies: a systematic review and meta-analysis.Frontiers in oncology · 2025Pooled it
- Prognostic value of systemic immune-inflammation index and systemic inflammation response index for oral cancers: A systematic review and meta-analysis.Medicina oral, patologia oral y cirugia bucal · 2024Pooled it
- Pooled it
- Development and validation of a nomogram based on preoperative variables for predicting recurrence-free survival in stage IA lung adenocarcinoma.Thoracic cancer · 2023Trial
- Prognostic value of nutritional and inflammatory biomarkers in patients with non-small cell lung cancer and bone metastasis: A retrospective study.Oncology letters · 2026Article
- Prognostic Impact of the Gustave Roussy Immune Score on Cancer-Specific Survival and Treatment Completion in Patients with Bladder Cancer.Diagnostics (Basel, Switzerland) · 2026Article
- Constructing and evaluating a predictive model for the risk of preoperative frailty in breast cancer patients.BMC women's health · 2025Article
- Prognostic significance of systemic immune inflammation index and systemic inflammation response index for cervical cancer: A systematic review and meta-analysis.Pakistan journal of medical sciences · 2025Article
- Predictive Value of the Glasgow Prognostic Score for Prognosis in Patients with Hypopharyngeal Squamous Cell Carcinoma Treated with Curative Radiotherapy.Journal of clinical medicine · 2025Article
- Evaluating the Inflammatory Protein Ratio (IPR) as an Inflammation-Based Biomarker for Cancer Diagnosis.International journal of molecular sciences · 2025Article
- Article
- The prognostic value of the preoperative albumin-to-fibrinogen ratio in patients with intrahepatic cholangiocarcinoma: a multicenter retrospective propensity score matching analysis.Frontiers in oncology · 2025Article
- Relationship Between Novel Inflammatory Indices and the Incidence of Postoperative Pneumonia After Endovascular Embolization for Aneurysmal Subarachnoid Hemorrhage.Journal of inflammation research · 2025Article
- Prognostic value of immunotherapy in advanced NSCLC based on baseline and dynamic changes in HALP.Biomolecules & biomedicine · 2024Article
- Exploring Inflammatory Parameters in Lung Cancer Patients: A Retrospective Analysis.Journal of personalized medicine · 2024Article
- Assessment of Nutritional Status in Patients with Head and Neck Cancer Before Radiotherapy: A Single-center, Cross-sectional Study.Medeniyet medical journal · 2024Article
- Circulating inflammatory cells in patients with metastatic breast cancer: Implications for treatment.Frontiers in oncology · 2022Review
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInflammation is considered essential in cancer progression, as it affects the nutritional status and prognosis of patients. In this study, we aim to analyze the efficacy of various inflammatory markers in predicting prognosis in cancer patients.
methodsPatients with malignant tumor were included as primary and validation cohort. Basic clinical information, anthropometric indicators, body composition analysis, and serological indicators were recorded. After proposing the optimal thresholds by time-dependent receiver operating characteristic (ROC), univariate and multivariate Cox regression analyses were performed to analyze the association between inflammatory markers and overall survival (OS). A nomogram was established to develop a scored-inflammatory marker system. Eight inflammatory models based on combinations of inflammatory markers were assessed. Cox regression analysis was used to analyze the relationship of each inflammatory model and mortality of participants. Then, subanalysis of specific tumor types was conducted by Cox regression. Logistic regression models were used to analyze the relationship between different inflammatory models and malnutrition.
resultsUnivariate and multivariate Cox regression analyses indicated that pack-years of cigarette smoking, C-reactive protein (CRP), and systemic immune-inflammation index (SII) were related to the OS of cancer patients. A nomogram was constructed to develop a scored-inflammatory marker system. Among the eight inflammatory models, patients in model A had worst prognosis compared with patients in other models. Subanalysis next showed lung cancer, breast cancer and digestive system neoplasms patients in model A suffered the worst prognosis. Logistic regression indicated that model A was also with predictive value for malnutrition.
conclusionA scored-inflammatory marker system was established to predict the OS of cancer patients. The inflammatory models established in this study can be used to predict prognosis, as well as cancer-related malnutrition. Inflammatory model A suffered the worst OS and was with the predictive efficacy for malnutrition.
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