Oncology
Non-Small Cell Lung Cancer
Tumor Mutational Burden as a Biomarker in Non–Small Cell Lung Cancer
Overview
Conceptually, a higher tumor mutational burden (TMB), with more mutated, altered proteins, would seem to predict a favorable response to an immunotherapy-based approach in patients with non–small cell lung cancer (NSCLC). There is growing interest in TMB analysis; however, clinical data have yet to support TMB testing as a routine replacement for PD-L1 analysis.
Expert Commentary
Gregory J. Riely, MD, PhD
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“The desire to understand which patients with NSCLC will receive the most benefit from ICIs is what drives much of our thinking about diagnostic testing.”
The desire to understand which patients with NSCLC will receive the most benefit from immune checkpoint inhibitors (ICIs) is what drives much of our thinking about diagnostic testing. We know that high PD-L1 scores, using tumor proportion scores of 50% or greater, is an excellent predictor for patients who will derive substantial benefit from single-agent ICIs. However, what we have also observed is that there are patients who do not have very high levels of PD-L1 but still derive significant benefit from ICIs. For many years, there has been a notion that high TMB is a predictor of response. The thinking is that, if there are more mutated proteins in a tumor, there is a higher likelihood that harnessing the immune response to treat the cancer will be an effective approach.
One of the challenges of TMB is defining how it should be calculated and what numbers are representative of a high TMB. It is generally calculated by sequencing as much of the genome as you can and then dividing by the number of mutations that you identify. This is a good approach if you are able to do whole exome sequencing or large panel testing that examines DNA. With small panels of genetic testing, however, you are not going to sequence enough genes to be able to accurately determine the TMB; thus, you would have to perform another test.
In addition, the clinical data to date have not really shown that using TMB is superior to PD-L1 testing in evaluating patients with NSCLC. Further, the field has moved toward combination therapy with results such as those from KEYNOTE-189, where pembrolizumab plus chemotherapy was associated with better outcomes compared with chemotherapy alone, regardless of PD-L1 status and potentially regardless of TMB status. So, at this point, my decisions regarding whether to give chemotherapy along with an ICI for a patient with no actionable genomic alterations are guided by PD-L1. In that regard, I do not think of TMB as an important additional piece of information at this time.
References
Bodor JN, Boumber Y, Borghaei H. Biomarkers for immune checkpoint inhibition in non-small cell lung cancer (NSCLC). Cancer. 2020;126(2):260-270. doi:10.1002/cncr.32468
Gandhi L, Rodriguez-Abreu D, Gadgeel S, et al; KEYNOTE-189 Investigators. Pembrolizumab plus chemotherapy in metastatic non-small-cell lung cancer. N Engl J Med. 2018;378(22):2078-2092. doi:10.1056/NEJMoa1801005
Hellmann MD, Ciuleanu T-E, Pluzanski A, et al. Nivolumab plus ipilimumab in lung cancer with a high tumor mutational burden. N Engl J Med. 2018;378(22):2093-2104. doi:10.1056/NEJMoa1801946
Huerter MM, Ganti AK. Predictive biomarkers for immune checkpoint inhibitor therapy: we need to keep searching. J Thorac Dis. 2018;10(suppl 18):S2195-S2197. doi:10.21037/jtd.2018.06.144
Schatz S, Falk M, Jóri B, et al. Integration of tumor mutation burden and PD-L1 testing in routine laboratory diagnostics in non-small cell lung cancer. Cancers (Basel). 2020;12(6):1685. doi:10.3390/cancers12061685
VanderLaan PA, Rangachari D, Costa DB. Lung cancer with a high tumor mutational burden. N Engl J Med. 2018;379(11):1093. doi:10.1056/NEJMc1808566
VanderLaan PA, Rangachari D, Costa DB. The rapidly evolving landscape of biomarker testing in non-small cell lung cancer. Cancer Cytopathol. 2020 Aug 5. doi:10.1002/cncy.22334