ReviewJournal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer2020
The Promises and Challenges of Tumor Mutation Burden as an Immunotherapy Biomarker: A Perspective from the International Association for the Study of Lung Cancer Pathology Committee.
Review in Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 177 papers, 8 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
177 citing papers in PubMed, 8 syntheses or guidelines pooled it, 289 citations in OpenAlex.
- Efficacy of neoadjuvant, adjuvant, and perioperative immunotherapy in non-small cell lung cancer across different PD-L1 expression levels: a systematic review and meta-analysis.Frontiers in immunology · 2025Pooled it
- The prognostic value of prognostic nutritional index in advanced cancer receiving PD-1/L1 inhibitors: A meta-analysis.Cancer medicine · 2022Pooled it
- First-line treatment options for advanced non-small cell lung cancer patients with PD-L1 ≥ 50%: a systematic review and network meta-analysis.Cancer immunology, immunotherapy : CII · 2022Pooled it
- Current status and challenges of immunotherapy in ALK rearranged NSCLC.Frontiers in oncology · 2022Pooled it
- Pooled it
- Pooled it
- Comparative Efficacy and Safety of Immunotherapeutic Regimens with PD-1/PD-L1 Inhibitors for Previously Untreated Extensive-Stage Small Cell Lung Cancer: A Systematic Review and Network Meta-Analysis.Current oncology (Toronto, Ont.) · 2021Pooled it
- Tumor Mutational Burden Predicting the Efficacy of Immune Checkpoint Inhibitors in Colorectal Cancer: A Systematic Review and Meta-Analysis.Frontiers in immunology · 2021Pooled it
- Atezolizumab versus chemotherapy in advanced or metastatic NSCLC with high blood-based tumor mutational burden: primary analysis of BFAST cohort C randomized phase 3 trial.Nature medicine · 2022Trial
- Plasma cell-free RNA ITGB3 is associated with long-term clinical benefit in patients with non-small cell lung cancer receiving immunochemotherapy.Journal for immunotherapy of cancer · 2026Article
- Development and validation of a PD-L1 and tumor mutational burden-based predictive model for pathological complete response after neoadjuvant immunotherapy in resectable lung cancer.International journal of clinical pharmacy · 2026Article
- Clinical attribute-based risk matrix for prognostication in immunotherapy-treated non-small cell lung cancer.Nature communications · 2026Article
- Assessment of tumor mutation burden based on whole-exome sequencing of extracellular vesicle-derived DNA from bronchoalveolar lavage fluid in advanced non-small cell lung cancer treated with pembrolizumab: a prospective, multicenter, observational study.Translational lung cancer research · 2026Article
- Emerging Role of Immunotherapy in Neoadjuvant, Adjuvant, and Perioperative Management of Gastric Cancer.Cureus · 2026Review
- Graph convolutional network-derived pathomics and clinical integration for predicting chemoimmunotherapy response in advanced lung squamous cell carcinoma: a multicenter study.Journal of translational medicine · 2026Article
- AlphaMissense pathogenicity scores predict response to immunotherapy and enhances the predictive capability of tumor mutation burden.Translational oncology · 2026Article
- Tumour mutation burden drives survival outcomes in pancreatic ductal adenocarcinoma and enables noninvasive prediction via dual-layer spectral CT.Insights into imaging · 2026Article
- Efficacy, safety, and exploratory biomarker analysis of rechallenge with immune checkpoint inhibitors combined with anlotinib in previously treated advanced non-small cell lung cancer.BMC pulmonary medicine · 2026Article
- Article
- Decreased PPM1B Expression Drives PRMT5-Mediated Histone Modification in Lung Cancer Progression.Biomolecules · 2025Article
117 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
38 authors at 20 institutions in 15 countries.
Funding
Abstract
Immune checkpoint inhibitor (ICI) therapies have revolutionized the management of patients with NSCLC and have led to unprecedented improvements in response rates and survival in a subset of patients with this fatal disease. However, the available therapies work only for a minority of patients, are associated with substantial societal cost, and may lead to considerable immune-related adverse events. Therefore, patient selection must be optimized through the use of relevant biomarkers. Programmed death-ligand 1 protein expression by immunohistochemistry is widely used today for the selection of programmed cell death protein 1 inhibitor therapy in patients with NSCLC; however, this approach lacks robust sensitivity and specificity for predicting response. Tumor mutation burden (TMB), or the number of somatic mutations derived from next-generation sequencing techniques, has been widely explored as an alternative or complementary biomarker for response to ICIs. In theory, a higher TMB increases the probability of tumor neoantigen production and therefore, the likelihood of immune recognition and tumor cell killing. Although TMB alone is a simplistic surrogate of this complex interplay, it is a quantitative variable that can be relatively readily measured using currently available sequencing techniques. A large number of clinical trials and retrospective analyses, employing both tumor and blood-based sequencing tools, have evaluated the performance of TMB as a predictive biomarker, and in many cases reveal a correlation between high TMB and ICI response rates and progression-free survival. Many challenges remain before the implementation of TMB as a biomarker in clinical practice. These include the following: (1) identification of therapies whose response is best informed by TMB status; (2) robust definition of a predictive TMB cut point; (3) acceptable sequencing panel size and design; and (4) the need for robust technical and informatic rigor to generate precise and accurate TMB measurements across different laboratories. Finally, effective prediction of response to ICI therapy will likely require integration of TMB with a host of other potential biomarkers, including tumor genomic driver alterations, tumor-immune milieu, and other features of the host immune system. This perspective piece will review the current clinical evidence for TMB as a biomarker and address the technical sequencing considerations and ongoing challenges in the use of TMB in routine practice.
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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.