ReviewFrontiers in immunology2018
Biomarkers for Clinical Benefit of Immune Checkpoint Inhibitor Treatment-A Review From the Melanoma Perspective and Beyond.
Review in Frontiers in immunology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 137 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
137 citing papers in PubMed, 2 syntheses or guidelines pooled it, 208 citations in OpenAlex.
- Pretreatment clinical and hematologic prognostic factors of metastatic urothelial carcinoma treated with pembrolizumab: a systematic review and meta-analysis.International journal of clinical oncology · 2022Pooled it
- Novel cancer therapies for advanced cutaneous melanoma: The added value of radiomics in the decision making process-A systematic review.Cancer medicine · 2020Pooled it
- Bempegaldesleukin plus nivolumab in first-line renal cell carcinoma: results from the PIVOT-02 study.Journal for immunotherapy of cancer · 2022Trial
- Exploration of predictors of benefit from nivolumab monotherapy for patients with pretreated advanced gastric and gastroesophageal junction cancer: post hoc subanalysis from the ATTRACTION-2 study.Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2022Trial
- Bempegaldesleukin Plus Nivolumab in First-Line Metastatic Melanoma.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2021Trial
- Talimogene laherparepvec upregulates immune-cell populations in non-injected lesions: findings from a phase II, multicenter, open-label study in patients with stage IIIB-IVM1c melanoma.Journal for immunotherapy of cancer · 2021Trial
- Efficacy and biomarker analysis of nivolumab plus gemcitabine and cisplatin in patients with unresectable or metastatic biliary tract cancers: results from a phase II study.Journal for immunotherapy of cancer · 2020Trial
- Spatial Transcriptomics Reveals a T Cell-Mediated Microglial Activation Axis of Immune Checkpoint Inhibition-Related Adverse Events in the Brain.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Real-World Treatment Outcomes After Nivolumab Progression in BRAF-Negative Metastatic Melanoma: A Multicenter Cohort Study by the Turkish Oncology Group.Journal of clinical medicine · 2026Article
- Elevation of Eosinophil Proportion After Pembrolizumab Increases the Risk of Immune-Related Adverse Events in Patients With Bladder Cancer.Cancer medicine · 2026Observational
- Bibliometric analysis of programmed death ligand-1 positron emission tomography probe research: development, landscape, and technological evolution.Nuclear medicine communications · 2026Article
- EXT2 promotes sarcoma progression and immune evasion via the AKT/c-Myc/PD-L1 axis: a multi-omics and validation study.Journal of translational medicine · 2026Article
- Across the Social Network of the Gut: Bacterial, Fungal, and Viral Determinants of Checkpoint Inhibitor Efficacy and Toxicity.International journal of molecular sciences · 2026Review
- Checkpoint Inhibition in Gestational Trophoblastic Neoplasia: A Narrative Review on the Reawakening of Antitumor Immunity.Advances in therapy · 2026Review
- Autoantibodies as predictors for immune-related adverse events in checkpoint inhibition therapy of metastatic melanoma.Journal for immunotherapy of cancer · 2026Article
- Tumor-infiltrating immune cell types predicting recurrence-free survival in melanoma patients receiving adjuvant PD-1 inhibitor therapy.Frontiers in immunology · 2026Article
- Advanced Cutaneous Squamous Cell Carcinoma: Biology, Immunotherapy, and Evolving Prognostic Factors.Biomedicines · 2025Review
- Real-World Outcomes of Pembrolizumab in Advanced Melanoma by Age and Sex: A National Population-Based Study.Targeted oncology · 2025Article
- Immune checkpoint inhibition perturbs neuro-immune homeostasis and impairs cognitive function.Journal of experimental & clinical cancer research : CR · 2025Article
- The Role of Eosinophils, Eosinophil-Related Cytokines and AI in Predicting Immunotherapy Efficacy in NSCLCBiomolecules · 2025Review
77 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImmune checkpoint inhibition (ICI) with anti-CTLA-4 and/or anti-PD-1 antibodies is standard treatment for metastatic melanoma. Anti-PD-1 (pembrolizumab, nivolumab) and anti-PD-L1 antibodies (atezolizumab, durvalumab, and avelumab) have been approved for treatment of several other advanced malignancies, including non-small-cell lung cancer (NSCLC); renal cell, and urothelial carcinoma; head and neck cancer; gastric, hepatocellular, and Merkel-cell carcinoma; and classical Hodgkin lymphoma. In some of these malignancies approval was based on the detection of biomarkers such as PD-L1 expression or high microsatellite instability.
methodsWe review the current status of prognostic and predictive biomarkers used in ICI for melanoma and other malignancies. We include clinical, tissue, blood, and stool biomarkers, as well as imaging biomarkers.
resultsSeveral biomarkers have been studied in ICI for metastatic melanoma. In clinical practice, pre-treatment tumor burden measured by means of imaging and serum lactate dehydrogenase level is already being used to estimate the likelihood of effective ICI treatment. In peripheral blood, the number of different immune cell types, such as lymphocytes, neutrophils, and eosinophils, as well as different soluble factors, have been correlated with clinical outcome. For intra-tumoral biomarkers, expression of the PD-1 ligand PD-L1 has been found to be of some predictive value for anti-PD-1-directed therapy for NSCLC and melanoma. A high mutational load, particularly when accompanied by neoantigens, seems to facilitate immune response and correlates with patient survival for all entities treated by use of ICI. Tumor microenvironment also seems to be of major importance. Interestingly, even the gut microbiome has been found to correlate with response to ICI, most likely through immuno-stimulatory effects of distinct bacteria. New imaging biomarkers, e.g., for PET, and magnetic resonance imaging are also being investigated, and results suggest they will make early prediction of patient response possible.
conclusionSeveral promising results are available regarding possible biomarkers for response to ICI, which need to be validated in large clinical trials. A better understanding of how ICI works will enable the development of biomarkers that can predict the response of individual patients.
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