Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer

Marcelo V. Negrao, Ferdinandos Skoulidis, Meagan Montesion, Katja Schulze, Ilze Bara, Vincent Shen, Hao Xu, Sylvia Hu, Dawen Sui, Yasir Y. Elamin, Xiuning Le, Michael E. Goldberg, Karthikeyan Murugesan, Chang Jiun Wu, Jianhua Zhang, David S. Barreto, Jacqulyne P. Robichaux, Alexandre Reuben, Tina Cascone, Carl M. GayKyle G. Mitchell, Lingzhi Hong, Waree Rinsurongkawong, Jack A. Roth, Stephen G. Swisher, Jack Lee, Anne Tsao, Vassiliki Papadimitrakopoulou, Don L. Gibbons, Bonnie S. Glisson, Gaurav Singal, Vincent A. Miller, Brian Alexander, Garrett Frampton, Lee A. Albacker, David Shames, Jianjun Zhang, John V. Heymach

Research output: Contribution to journalArticlepeer-review

119 Scopus citations

Abstract

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. 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. High PD-L1 expression (PD-L1 ≥50%) rate was 19%–20% in classicEGFR,EGFRexon 20 andHER2-mutant tumors, and 34%–55% in tumors withALK,BRAFV600E,ROS1,RET, orMETalterations. Compared withKRAS-mutant tumors,BRAFnon-V600E group had higher TMB (9.6 vsKRAS7.8 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 withEGFR,HER2,ALK,ROS1,RET, orMETalterations had short progression-free survival (PFS; 1.8–3.7 months), whileBRAFV600E group was associated with greater clinical benefit from ICB (CGDB cohort: PFS 9.8 months vsKRAS3.7 months, HR 0.66, p=0.099; MDACC cohort: response rate 62% vsKRAS24%; PFS 7.4 vsKRAS2.8 months, HR 0.36, p=0.026).KRASG12C and non-G12C subgroups had similar clinical benefit from ICB in both cohorts. In a multivariable analysis,BRAFV600E 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. High TMB and PD-L1 expression are predictive for benefit from ICB treatment in oncogene-driven NSCLCs. NSCLC harboringBRAFmutations demonstrated superior benefit from ICB that may be attributed to higher TMB and higher PD-L1 expression in these tumors. MeanwhileEGFRandHER2mutations andALK,ROS1,RET, andMETfusions 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.

Original languageEnglish (US)
Article numbere002891
JournalJournal for immunotherapy of cancer
Volume9
Issue number8
DOIs
StatePublished - Aug 10 2021

Keywords

  • immunotherapy
  • lung neoplasms
  • tumor biomarkers

ASJC Scopus subject areas

  • Immunology and Allergy
  • Immunology
  • Molecular Medicine
  • Oncology
  • Pharmacology
  • Cancer Research

MD Anderson CCSG core facilities

  • Biostatistics Resource Group

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