ArticleJCO precision oncology2017
Identifying a Clinically Applicable Mutational Burden Threshold as a Potential Biomarker of Response to Immune Checkpoint Therapy in Solid Tumors.
Article in JCO precision oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04273061 (Canadian Atezolizumab Precision Targeting for Immunotherapy Intervention), which is not on this map. Cited by 36 papers, 1 of them a synthesis 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.
Canadian Atezolizumab Precision Targeting for Immunotherapy Intervention
Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Evaluation of the efficacy and safety of first- and second-line immunotherapy in patients with metastatic colorectal cancer: a systematic review and network meta-analysis based on randomized controlled trials.Frontiers in immunology · 2024Pooled it
- The trends and hotspots of immunotherapy for metastatic colorectal cancer from 2013 to 2022: A bibliometric and visual analysis.Human vaccines & immunotherapeutics · 2024Article
- Deep learning for endometrial cancer subtyping and predicting tumor mutational burden from histopathological slides.NPJ precision oncology · 2024Article
- Emerging applications of hypomethylating agents in the treatment of glioblastoma (Review).Molecular and clinical oncology · 2024Review
- HER2 expression and genOmic characterization of rESected brain metastases from colorectal cancer: the HEROES study.British journal of cancer · 2024Article
- Clinical implications of PD-L1 expression and pathway-related molecular subtypes in advanced Asian colorectal cancer patients.American journal of cancer research · 2024Article
- The Optimal Tumor Mutational Burden Cutoff Value as a Novel Marker for Predicting the Efficacy of Programmed Cell Death-1 Checkpoint Inhibitors in Advanced Gastric Cancer.Journal of gastric cancer · 2023Article
- The prognostic value of tumor mutation burden (TMB) and its relationship with immune infiltration in breast cancer patients.European journal of medical research · 2023Article
- Evaluating Multiple Next-Generation Sequencing-Derived Tumor Features to Accurately Predict DNA Mismatch Repair Status.The Journal of molecular diagnostics : JMD · 2023Article
- Associations of Tissue Tumor Mutational Burden and Mutational Status With Clinical Outcomes With Pembrolizumab Plus Chemotherapy Versus Chemotherapy For Metastatic NSCLC.JTO clinical and research reports · 2023Article
- STUB1 is an intracellular checkpoint for interferon gamma sensing.Scientific reports · 2022Article
- Recurrent somatic mutations as predictors of immunotherapy response.Nature communications · 2022Article
- Clinical and molecular impacts of tumor mutational burden in histological and cytological specimens from cancer patients.Annals of translational medicine · 2022Article
- Tumor mutational burden predicts the efficacy of pembrolizumab monotherapy: a pan-tumor retrospective analysis of participants with advanced solid tumors.Journal for immunotherapy of cancer · 2022Article
- A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade.Frontiers in genetics · 2022Article
- The Role of Tumor Microenvironment and Immune Response in Colorectal Cancer Development and Prognosis.Pathology oncology research : POR · 2022Review
- Pancancer analysis of a potential gene mutation model in the prediction of immunotherapy outcomes.Frontiers in genetics · 2022Article
- Laser Capture Proteomics: spatial tissue molecular profiling from the bench to personalized medicine.Expert review of proteomics · 2021Review
- Biomarkers of therapeutic response with immune checkpoint inhibitors.Annals of translational medicine · 2021Review
- Immunotherapy in colorectal cancer: current achievements and future perspective.International journal of biological sciences · 2021Review
Corrections and comments
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Authors and funding
17 authors.
Funding
Abstract
purposeAn association between mutational burden and response to immune checkpoint therapy has been documented in several cancer types. The potential for such a mutational burden threshold to predict response to immune checkpoint therapy was evaluated in several clinical datasets, where mutational burden was measured either by whole-exome sequencing (WXS) or using commercially available sequencing panels.
methodsWXS and RNA-seq data of 33 solid cancer types from TCGA were analyzed to determine whether a robust immune checkpoint activating mutation (iCAM) burden threshold associated with evidence of immune checkpoint activation exists in these cancers that may serve as a biomarker for response to immune checkpoint blockade therapy.
resultsWe find that a robust iCAM threshold, associated with signatures of immune checkpoint activation, exists in 8 of 33 solid cancers: melanoma, lung adenocarcinoma, colon adenocarcinoma, endometrial cancer, stomach adenocarcinoma, cervical cancer, ER+HER2- breast cancer, and bladder-urothelial cancer. Tumors with mutational burden higher than the threshold (iCAM+) also had clear histologic evidence of lymphocytic infiltration. In published datasets of melanoma, lung adenocarcinoma and colon cancer, patients with iCAM+ tumors had significantly better response to immune checkpoint therapy compared to those with iCAM- tumors. ROC analysis using TCGA predictions as gold standard showed that iCAM+ tumors are accurately identifiable using clinical sequencing assays, such as FoundationOne or StrandAdvantage. Using the FoundationOne derived threshold, analysis of 113 melanoma tumors, showed that iCAM+ patients have significantly better response to immune checkpoint therapy. iCAM+ and iCAM- tumors have distinct mutation patterns and different immune microenvironments.
conclusionIn 8 solid cancers, a mutational burden threshold exists that may predict response to immune checkpoint blockade. This threshold is identifiable using available clinical sequencing assays.
Identifiers
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Registered trials
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