ArticleFrontiers in immunology2023
Serum cytokines and neutrophil-to-lymphocyte ratio as predictive biomarkers of benefit from PD-1 inhibitors in gastric cancer.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 7 of them syntheses that pooled it.
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Who cites it
31 citing papers in PubMed, 7 syntheses or guidelines pooled it, 41 citations in OpenAlex.
- 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
- Cytokine profiles as predictive biomarkers for treatment outcomes in advanced gastric cancer patients undergoing PD-1 blockade immunochemotherapy: a meta-analysis.Clinical and experimental medicine · 2025Pooled it
- Monocyte-related markers as predictors of immune checkpoint inhibitor efficacy and immune-related adverse events: a systematic review and meta-analysis.Cancer metastasis reviews · 2025Pooled it
- Prognostic significance of the pretreatment controlling nutritional status score in colorectal cancer patients: an updated meta-analysis with 24 cohort studies.Frontiers in nutrition · 2025Pooled it
- LDH and glycolytic activity as predictors of immunotherapy response in gastric cancer: a systematic review and meta-analysis.Frontiers in immunology · 2025Pooled it
- Prognostic significance of the pretreatment pan-immune-inflammation value in colorectal cancer patients: an updated meta-analysis.Frontiers in oncology · 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
- Engineered Neutrophils in Translational Medicine: Gene Editing, Nanotechnology, and AI-Driven Clinical Breakthroughs.Advanced healthcare materials · 2026Review
- Neutrophil-Linked Inflammatory Mechanisms and Biomarkers in Diabetic Microvascular Complications.Diabetes & metabolism journal · 2026Review
- Cancer in transition: discovery of tumor-intrinsic transcriptional programs shaping the immune and microenvironmental landscape.Biomarker research · 2026Review
- C-reactive protein flare-response predicts the efficacy of PD-1 inhibitors in metastatic gastric cancer.Frontiers in immunology · 2026Article
- Targeting neutrophil-driven immunosuppression: A strategy to overcome immune checkpoint inhibitor resistance.Clinical and translational medicine · 2026Review
- Identification of serum proteins associated with response of triple-negative breast cancer to neoadjuvant chemotherapy: preliminary results from the INSTIGO trial.Clinical proteomics · 2025Article
- Multimodal CT radiomics predicts PD-1 inhibitor efficacy in advanced gastric cancer: a two-center validation study.Insights into imaging · 2025Article
- Inflammation and detection: Rethinking the biomarker landscape in gastric cancer.World journal of clinical oncology · 2025Article
- Serum TNF -α, IL-10 and IL-2 Trajectories and Outcomes in NSCLC and Melanoma Under Anti-PD-1 Therapy: Longitudinal Real-World Evidence from a Single Center.Current issues in molecular biology · 2025Article
- A Multi-marker model based on serum IL-10 predicts response to conversion immunochemotherapy in gastric cancer patients: a retrospective cohort study.BMC gastroenterology · 2025Article
- The efficacy and peripheral blood predictors in recurrent platinum-resistant ovarian cancer patients treated with immune checkpoint inhibitors.Journal of ovarian research · 2025Article
- The heterogeneous roles of neutrophils in gastric cancer: scaffold or target?Cellular & molecular biology letters · 2025Review
- Safety, tolerability, and preliminary efficacy of nadunolimab, an anti-IL- 1 receptor accessory protein monoclonal antibody, in combination with pembrolizumab in patients with solid tumors.Investigational new drugs · 2025Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Immunotherapy is significantly revolutionizing cancer treatment and demonstrating promising efficacy in gastric cancer (GC) patients. However, only a subset of patients could derive benefits from targeted monoclonal antibody therapy against programmed death receptor 1 (PD-1). This study aims to identify suitable serum cytokines and blood cell ratios as predictive biomarkers to aid in the selection of GC patients likely to benefit from PD-1 inhibitors. Materials and methods: This retrospective study included 41 GC patients who received PD-1 inhibitors combined with chemotherapy, 36 GC patients treated solely with chemotherapy, and 33 healthy controls. The study assessed the levels of seven cytokines: interleukin-2 (IL-2), IL-4, IL-6, IL-10, IL-17A, tumor necrosis factor-alpha (TNF-α), interferon-gamma (IFN-γ), and various inflammatory markers, including the neutrophil-to-lymphocyte ratio (NLR), total lymphocyte count (TLC), platelet-to-lymphocyte ratio (PLR), and lymphocyte-to-monocyte ratio (LMR). Measurements were obtained using the inpatient system. Univariate and multivariate Cox regression analyses were performed to evaluate the predictive significance of these hematologic parameters for clinical outcomes. Results: Levels of IL-6, IL-10, TNF-α, NLR, and PLR were significantly elevated in GC patients compared to healthy controls, while TLC and LMR were higher in the control group. Among the 41 patients receiving PD-1 inhibitors and chemotherapy, baseline IL-2 was associated with OS and PFS. Additionally, IL-6 and IL-17A correlated with OS, while NLR was linked to PFS (all P<0.05). These factors were identified as independent prognostic indicators in both univariate and multivariate analyses. Furthermore, almost all cytokine levels increased following the initiation of PD-1 inhibitor treatment. Conclusions: The introduction of PD-1 inhibitors alongside chemotherapy in GC impacts serum cytokine levels. IL-2, IL-6, IL-17A, and NLR exhibit potential as reliable circulating predictive biomarkers for identifying patients who may benefit from PD-1 inhibitors combined with chemotherapy.
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