ArticleJournal for immunotherapy of cancer2023
Systemic inflammation shapes clinical outcomes in response to immune checkpoint blockade treatment: moving toward optimizing antitumor immunity.
Article in Journal for immunotherapy of cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.
- Inflammatory markers as prognostic markers in patients with head and neck squamous cell carcinoma treated with immune checkpoint inhibitors: a systematic review and meta-analysis.Frontiers in oncology · 2024Pooled it
- Peripheral blood biomarkers for predicting response to PD-1/PD-L1 inhibitors.Biomarker research · 2026Review
- Impact of body mass index on progression-free survival and endocrine immune-related adverse events in advanced NSCLC patients treated with nivolumab: A retrospective cohort study.Northern clinics of Istanbul · 2026Article
- Prognostic performance of baseline serum immunoglobulin G in patients with metastatic renal cell carcinoma receiving first-line ICI-TKI therapy.Frontiers in oncology · 2026Article
- NLR-PALBI Score and Its Grading: Predicting Overall Survival of Patients with Primary Liver Cancer Undergoing Transcatheter Arterial Chemoembolisation.Journal of hepatocellular carcinoma · 2026Article
- Association of systemic inflammatory indices with gastrointestinal tumors: evidence from NHANES and a hospital-based cohort.Frontiers in medicine · 2026Article
- Low pre-treatment neutrophil-to-lymphocyte ratio predicted a better survival in recurrent/metastatic cervical cancer treated with PD-1/PD-L1 inhibitors.Discover oncology · 2025Article
- Super-high tumor mutational burden predicts complete remission following immunotherapy: from Peto's paradox to druggable cancer hallmark.Journal for immunotherapy of cancer · 2025Article
- Low serum neopterin early indicates durable benefits of atezolizumab and pembrolizumab therapy in advanced lung cancer.Scientific reports · 2025Article
- The Relationship Between Preoperative Neutrophil-Lymphocyte Ratio and Postoperative Length of Stay in Carotid Body Tumor Resection.International journal of genomics · 2025Article
- Neutrophil-to-Lymphocyte Ratio as a Potential Predictive Marker for Epileptic Seizures: Unveiling the "V"-Shaped Link.Mediators of inflammation · 2025Article
- The Benefits and Safety of Monoclonal Antibodies: Implications for Cancer Immunotherapy.Journal of inflammation research · 2025Review
- Impact of Latent Tuberculosis Infection and T-SPOT.TB Dynamics Alterations on Prognosis in Advanced NSCLC Treated With ICIs--IPTW-Based Retrospective Study.Clinical Medicine Insights. Oncology · 2025Article
- Inhibitory immune checkpoints suppress the surveillance of senescent cells promoting their accumulation with aging and in age-related diseases.Biogerontology · 2024Review
- Neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio as potential diagnostic markers for rebleeding in patients with esophagogastric variceal bleeding.Open life sciences · 2024Article
- Systemic and local immunosuppression in glioblastoma and its prognostic significance.Frontiers in immunology · 2024Review
- Understanding the role of the gut microbiome in solid tumor responses to immune checkpoint inhibitors for personalized therapeutic strategies: a review.Frontiers in immunology · 2024Review
- Developing and Externally Validating a Simple Index Based on the Nonlinear Relationship of Fecal Calprotectin and Long-Term Outcomes in Ulcerative Colitis.Journal of inflammation research · 2024Article
- Immunotherapy: remember the host.Translational lung cancer research · 2023Article
- Article
Corrections and comments
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Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImmune checkpoint blockade (ICB) treatment may induce durable disease remission, but only in a minority of patients with cancer. One important question is how to identify patients who may benefit from ICB treatment. ICB treatment relies on unleashing patients' pre-existing immune responses. Focusing on the key components of immune response, this study proposes the neutrophil-to-lymphocyte ratio (NLR) as a simplified indicator of patients' immune status to predict ICB treatment outcomes.
methodsThis study analyzed a large pan-cancer cohort of 16 cancer types, including 1714 patients with cancer who received ICB treatment. Clinical outcomes in response to ICB treatment were measured by overall survival (OS), progression-free survival (PFS), objective response rate, and clinical benefit rate. The non-linear relationships of NLR with OS and PFS were investigated by a spline-based multivariate Cox regression model. A total of 1000 randomly resampled cohorts were bootstrapped to estimate the variability and reproducibility of NLR-related ICB responses.
resultsBy interrogating a clinically representative cohort, this study revealed a previously unreported finding that the pretreatment NLR levels were associated with ICB treatment outcomes in a U-shaped dose-dependent manner rather than a linear manner. An NLR range between 2.0 and 3.0 was remarkably associated with optimal ICB treatment outcomes, including increased patient survival, delayed disease progression, improved treatment response, and significant clinical benefit. Comparatively, either decreasing (< 2.0) or increasing (>3.0) NLR levels were indicators of worse ICB treatment outcomes. Furthermore, this study presents a comprehensive landscape of NLR-related ICB treatment outcomes across different patient populations defined by demographics, baseline characteristics, treatment, cancer-type-specific ICB responsiveness, and individual cancer type.
conclusionsThe NLR range from 2.0 to 3.0 might indicate an optimal balance between innate (neutrophils) and adaptive (lymphocytes) immune responses that potentiates antitumor immunity, which was observed in only 18.6% of patients. A majority of patients showed decreasing NLR (<2.00; 10.9% patients) or increasing NLR (>3.00; 70.5% patients), representing two distinct types of immune dysregulation associated with ICB resistance. This study translates routine blood tests into a precision medicine-based approach to immunotherapy, with important implications for clinicians in clinical decision-making as well as for regulatory agencies in drug approvals.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.