ReviewBiomarker research2020
Predictive biomarkers for cancer immunotherapy with immune checkpoint inhibitors.
Review in Biomarker research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 290 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
290 citing papers in PubMed, 3 syntheses or guidelines pooled it, 467 citations in OpenAlex.
- Biomarkers and factors in small cell lung cancer patients treated with immune checkpoint inhibitors: A meta-analysis.Cancer medicine · 2023Pooled it
- TMBserval: a statistical explainable learning model reveals weighted tumor mutation burden better categorizing therapeutic benefits.Frontiers in immunology · 2023Pooled it
- Impact of concomitant medications on the efficacy of immune checkpoint inhibitors: an umbrella review.Frontiers in immunology · 2023Pooled it
- Artificial intelligence-guided analysis of the tumor microenvironment predicts response to pembrolizumab in rare tumors.Journal for immunotherapy of cancer · 2026Trial
- A Phase II Pilot Study of Anti-PD-L1, Durvalumab, and a PARP Inhibitor, Olaparib in Patients With Metastatic Triple-Negative Breast Cancer With or Without Germline BRCA Mutation.Cancer medicine · 2025Trial
- Pembrolizumab and Cabozantinib in Recurrent and/or Metastatic Head and Neck Squamous Cell Carcinoma: Long-term Survival Update with a Biomarker Analysis.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024Trial
- A multicenter, randomized, non-comparative, phase II study of nivolumab ± ipilimumab for patients with metastatic sarcoma (Alliance A091401): expansion cohorts and correlative analyses.Journal for immunotherapy of cancer · 2024Trial
- REFINE (REduced Frequency ImmuNE checkpoint inhibition in cancers): A multi-arm phase II basket trial testing reduced intensity immunotherapy across different cancers.Contemporary clinical trials · 2023Trial
- Sintilimab versus docetaxel as second-line treatment in advanced or metastatic squamous non-small-cell lung cancer: an open-label, randomized controlled phase 3 trial (ORIENT-3).Cancer communications (London, England) · 2022Trial
- A Bayesian phase I/II biomarker-based design for identifying subgroup-specific optimal dose for immunotherapy.Statistical methods in medical research · 2022Trial
- Rechallenge with Immune Checkpoint Inhibitors in Patients with Hepatocellular Carcinoma: A Narrative Review.Liver cancer · 2026Review
- Immunotherapy for Cancer: Current Advances and Future Directions.International journal of molecular sciences · 2026Review
- PathTIGR: A pathway topology-informed graph representation learning framework for immunotherapy response prediction.Science advances · 2026Article
- Combination Immunotherapy as a Promising Strategy to Overcome Immunotherapy Resistance: From Emergence to Next-Generation Approaches.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Host Determinants of Immune Checkpoint Inhibitor Efficacy: Immune, Genetic, Metabolic, and Lifestyle Factors.International journal of molecular sciences · 2026Review
- Overcoming tumour resistance in cancer immunotherapy through predictive and pharmacodynamic biomarkers.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Review
- Peripheral blood DNA methylation profile and immune checkpoint inhibitor response in cancer patients.ESMO open · 2026Article
- Cancer in transition: discovery of tumor-intrinsic transcriptional programs shaping the immune and microenvironmental landscape.Biomarker research · 2026Review
- Global Cancer Etiology: Molecular Signatures, Therapeutic Disparities, and the role of Socio-economic Determinants.Chemical biology letters · 2026Article
- Mixed Lymphocyte Reaction: Functional Immune Profiling in Transplantation and Beyond.Diagnostics (Basel, Switzerland) · 2026Review
230 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
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although the clinical development of immune checkpoint inhibitors (ICIs) therapy has ushered in a new era of anti-tumor therapy, with sustained responses and significant survival advantages observed in multiple tumors, most patients do not benefit. Therefore, more and more attention has been paid to the identification and development of predictive biomarkers for the response of ICIs, and more in-depth and comprehensive understanding has been continuously explored in recent years. Predictive markers of ICIs efficacy have been gradually explored from the expression of intermolecular interactions within tumor cells to the expression of various molecules and cells in tumor microenvironment, and been extended to the exploration of circulating and host systemic markers. With the development of high-throughput sequencing and microarray technology, a variety of biomarker strategies have been deeply explored and gradually achieved the process from the identification of single marker to the development of multifactorial synergistic predictive markers. Comprehensive predictive-models developed by integrating different types of data based on different components of tumor-host interactions is the direction of future research and will have a profound impact in the field of precision immuno-oncology. In this review, we deeply analyze the exploration course and research progress of predictive biomarkers as an adjunctive tool to tumor immunotherapy in effectively identifying the efficacy of ICIs, and discuss their future directions in achieving precision immuno-oncology.
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Registered trials
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.