ArticleClinical and experimental pharmacology & physiology2023
Prognostic value of inflammatory and nutritional indexes among advanced NSCLC patients receiving PD-1 inhibitor therapy.
Article in Clinical and experimental pharmacology & physiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 7 of them syntheses that pooled it.
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Who cites it
40 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Association between prognostic nutritional index and prognosis in non-small cell lung cancer patients receiving PD-1/PD-L1 inhibitors: a meta-analysis.Frontiers in nutrition · 2026Pooled it
- Platelet-to-lymphocyte ratio for prognostication in immune checkpoint inhibitor-treated cancer patients: a meta-analysis of 13027 patients highlighting nivolumab-responsive renal cell carcinoma.Frontiers in immunology · 2026Pooled it
- Nutritional conditions and PFS and OS in cancer immunotherapy: the MOUSEION-010 meta-analysis.Immunotherapy · 2025Pooled it
- Prognostic value of the systemic immune-inflammation index in non-small cell lung cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis.Frontiers in oncology · 2025Pooled it
- The prognostic and clinicopathological value of HALP score in non-small cell lung cancer.Frontiers in immunology · 2025Pooled it
- Pooled it
- Identification of prognostic nutritional index as a reliable prognostic indicator for advanced lung cancer patients receiving immune checkpoint inhibitors.Frontiers in nutrition · 2023Pooled it
- Predictive value of HALP score for clinical outcomes in lung cancer patients: a systematic review and meta-analysis.Translational cancer research · 2026Article
- Comparative Prognostic Value of Systemic Inflammation-Based Biomarkers in Advanced Non-Small Cell Lung Cancer Treated with First-Line Immunotherapy.Biomedicines · 2026Article
- Prognostic value of gut microbiota-derived metabolites in non-small cell lung cancer: a retrospective cohort study of overall survival.Translational cancer research · 2026Article
- Integration of hierarchical clustering in hematologic biomarkers prediction for endocrine toxicity during immunotherapy in lung cancer patients.Scientific reports · 2026Article
- A predictive model for immunotherapy in extensive-stage small cell lung cancer based on peripheral blood.Journal of thoracic disease · 2026Article
- Revealing the prognostic landscape of hemoglobin, albumin, lymphocyte, and platelet score in patients with lung cancer: a pooled analysis.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Impact of baseline nutritional and inflammatory markers on safety and efficacy of immune checkpoint inhibitors in cancer patients: a retrospective, monocentric study.Discover oncology · 2026Article
- Prognostic Value of Treatment-Related Body Composition Changes in Metastatic NSCLC Receiving Nivolumab.Medicina (Kaunas, Lithuania) · 2026Article
- Clinical phenotype identification based on inflammation-nutrition-coagulation biomarkers in advanced non-small cell lung cancer.Frontiers in nutrition · 2026Article
- Prognostic value of inflammatory-nutritional indexes and HALP score in advanced stage NSCLC treated with first-line TKI.Biomarkers in medicine · 2025Article
- The Prognostic Value of the Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) Score in Lung Cancer: A Systematic Review and Meta-Analysis.Journal of clinical medicine · 2025Review
- Prognostic Role of Inflammatory and Nutritional Indices in NSCLC Patients Treated with Immune Checkpoint Inhibitors: Retrospective, Multicenter, Turkish Oncology Group Study of Overall and Elderly Populations.Medicina (Kaunas, Lithuania) · 2025Article
- Dynamic Alteration of HALP Score as a Predictor in Patients with Receiving Immunotherapy for Advanced Non-Small Cell Lung Cancer.Medicina (Kaunas, Lithuania) · 2025Article
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Though immunotherapy has to some extent improved the prognosis of patients with advanced non-small cell lung cancer (NSCLC), only a few patients benefit. Furthermore, immunotherapy efficacy is affected by inflammatory and nutritional status of patients. To investigate whether dynamics of inflammatory and nutritional indexes were associated with prognosis, 223 patients were analysed retrospectively. The inflammatory indexes of interest were neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and systemic immune-inflammation index (SII) while prognostic nutritional index (PNI) and the haemoglobin, albumin, lymphocyte and platelet (HALP) score were considered as nutritional indexes. Patients were divided into high and low groups or into 'increase' and 'decrease' groups based on pre-treatment cut-off values and index dynamics after 6-week follow-up respectively. High pre-treatment PLR (OR = 2.612) and increase in NLR during follow-up (OR = 2.516) were significantly associated with lower objective response rates. Using multivariable analysis, high pre-treatment PLR (HR, 2.319) and increase in SII (HR, 1.731) predicted shorter progression-free survival, while high pre-treatment NLR (HR, 1.635), increase in NLR (HR, 1.663) and PLR (HR, 1.691) and decrease in PNI (HR, 0.611) predicted worse overall survival. The nomogram's C-index in inside validation was 0.718 (95% CI: 0.670-0.766). Our results indicated both nutritional and inflammatory indexes are associated with survival outcomes. Inflammatory indexes were additionally linked to treatment response. Index dynamics are better predictors than baseline values in predicting survival in advanced NSCLC patients receiving PD-1 inhibitor combined with chemotherapy as first-line.
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