Journal for immunotherapy of cancer 2021 Aug
Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer.   
ABSTRACT
BACKGROUND
Non-small cell lung cancer (NSCLC) patients bearing targetable oncogene alterations typically derive limited benefit from immune checkpoint blockade (ICB), which has been attributed to low tumor mutation burden (TMB) and/or PD-L1 levels. We investigated oncogene-specific differences in these markers and clinical outcome.
METHODS
Three cohorts of NSCLC patients with oncogene alterations (n=4189 total) were analyzed. Two clinical cohorts of advanced NSCLC patients treated with ICB monotherapy [MD Anderson (MDACC; n=172) and Flatiron Health-Foundation Medicine Clinico-Genomic Database (CGDB; n=894 patients)] were analyzed for clinical outcome. The FMI biomarker cohort (n=4017) was used to assess the association of oncogene alterations with TMB and PD-L1 expression.
RESULTS
High PD-L1 expression (PD-L1 ≥50%) rate was 19%-20% in classic , exon 20 and -mutant tumors, and 34%-55% in tumors with , V600E, , , or alterations. Compared with mutant tumors, non-V600E group had higher TMB (9.6 vs 7.8 mutations/Mb, p=0.003), while all other oncogene groups had lower TMB (p<0.001). In the two clinical cohorts treated with ICB, molecular groups with , , , , , or alterations had short progression-free survival (PFS; 1.8-3.7 months), while V600E group was associated with greater clinical benefit from ICB (CGDB cohort: PFS 9.8 months vs 3.7 months, HR 0.66, p=0.099; MDACC cohort: response rate 62% vs 24%; PFS 7.4 vs 2.8 months, HR 0.36, p=0.026). G12C and non-G12C subgroups had similar clinical benefit from ICB in both cohorts. In a multivariable analysis, V600E mutation (HR 0.58, p=0.041), PD-L1 expression (HR 0.57, p=0.022), and high TMB (HR 0.66, p<0.001) were associated with longer PFS.
CONCLUSIONS
High TMB and PD-L1 expression are predictive for benefit from ICB treatment in oncogene-driven NSCLCs. NSCLC harboring mutations demonstrated superior benefit from ICB that may be attributed to higher TMB and higher PD-L1 expression in these tumors. Meanwhile and mutations and , , , and fusions define NSCLC subsets with minimal benefit from ICB despite high PD-L1 expression in NSCLC harboring oncogene fusions. These findings indicate a TMB/PD-L1-independent impact on sensitivity to ICB for certain oncogene alterations.

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