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

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 th...

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Main Authors: Jianhua Zhang, Hao Xu, Alexandre Reuben, Brian Alexander, Jack Lee, Tina Cascone, Jianjun Zhang, Kyle G Mitchell, Marcelo V Negrao, Stephen G Swisher, John V Heymach, Don L Gibbons, Jack A Roth, Ferdinandos Skoulidis, Yasir Y Elamin, Xiuning Le, Anne Tsao, Chang-Jiun Wu, Vincent A Miller, Bonnie S Glisson, Karthikeyan Murugesan, Meagan Montesion, Garrett Frampton, Katja Schulze, Ilze Bara, Vincent Shen, Sylvia Hu, Dawen Sui, Michael E Goldberg, David S Barreto, Jacqulyne P Robichaux, Carl M Gay, Lingzhi Hong, Waree Rinsurongkawong, Vassiliki Papadimitrakopoulou, Gaurav Singal, Lee A Albacker, David Shames
Format: Article
Language:English
Published: BMJ Publishing Group 2021-08-01
Series:Journal for ImmunoTherapy of Cancer
Online Access:https://jitc.bmj.com/content/9/8/e002891.full
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author Jianhua Zhang
Hao Xu
Alexandre Reuben
Brian Alexander
Jack Lee
Tina Cascone
Jianjun Zhang
Kyle G Mitchell
Marcelo V Negrao
Stephen G Swisher
John V Heymach
Don L Gibbons
Jack A Roth
Ferdinandos Skoulidis
Yasir Y Elamin
Xiuning Le
Anne Tsao
Chang-Jiun Wu
Vincent A Miller
Bonnie S Glisson
Karthikeyan Murugesan
Meagan Montesion
Garrett Frampton
Katja Schulze
Ilze Bara
Vincent Shen
Sylvia Hu
Dawen Sui
Michael E Goldberg
David S Barreto
Jacqulyne P Robichaux
Carl M Gay
Lingzhi Hong
Waree Rinsurongkawong
Vassiliki Papadimitrakopoulou
Gaurav Singal
Lee A Albacker
David Shames
spellingShingle Jianhua Zhang
Hao Xu
Alexandre Reuben
Brian Alexander
Jack Lee
Tina Cascone
Jianjun Zhang
Kyle G Mitchell
Marcelo V Negrao
Stephen G Swisher
John V Heymach
Don L Gibbons
Jack A Roth
Ferdinandos Skoulidis
Yasir Y Elamin
Xiuning Le
Anne Tsao
Chang-Jiun Wu
Vincent A Miller
Bonnie S Glisson
Karthikeyan Murugesan
Meagan Montesion
Garrett Frampton
Katja Schulze
Ilze Bara
Vincent Shen
Sylvia Hu
Dawen Sui
Michael E Goldberg
David S Barreto
Jacqulyne P Robichaux
Carl M Gay
Lingzhi Hong
Waree Rinsurongkawong
Vassiliki Papadimitrakopoulou
Gaurav Singal
Lee A Albacker
David Shames
Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer
Journal for ImmunoTherapy of Cancer
author_facet Jianhua Zhang
Hao Xu
Alexandre Reuben
Brian Alexander
Jack Lee
Tina Cascone
Jianjun Zhang
Kyle G Mitchell
Marcelo V Negrao
Stephen G Swisher
John V Heymach
Don L Gibbons
Jack A Roth
Ferdinandos Skoulidis
Yasir Y Elamin
Xiuning Le
Anne Tsao
Chang-Jiun Wu
Vincent A Miller
Bonnie S Glisson
Karthikeyan Murugesan
Meagan Montesion
Garrett Frampton
Katja Schulze
Ilze Bara
Vincent Shen
Sylvia Hu
Dawen Sui
Michael E Goldberg
David S Barreto
Jacqulyne P Robichaux
Carl M Gay
Lingzhi Hong
Waree Rinsurongkawong
Vassiliki Papadimitrakopoulou
Gaurav Singal
Lee A Albacker
David Shames
author_sort Jianhua Zhang
title Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer
title_short Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer
title_full Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer
title_fullStr Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer
title_full_unstemmed Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancer
title_sort oncogene-specific differences in tumor mutational burden, pd-l1 expression, and outcomes from immunotherapy in non-small cell lung cancer
publisher BMJ Publishing Group
series Journal for ImmunoTherapy of Cancer
issn 2051-1426
publishDate 2021-08-01
description 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 EGFR, EGFR exon 20 and HER2-mutant tumors, and 34%–55% in tumors with ALK, BRAF V600E, ROS1, RET, or MET alterations. Compared with KRAS-mutant tumors, BRAF non-V600E group had higher TMB (9.6 vs KRAS 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 EGFR, HER2, ALK, ROS1, RET, or MET alterations had short progression-free survival (PFS; 1.8–3.7 months), while BRAF V600E group was associated with greater clinical benefit from ICB (CGDB cohort: PFS 9.8 months vs KRAS 3.7 months, HR 0.66, p=0.099; MDACC cohort: response rate 62% vs KRAS 24%; PFS 7.4 vs KRAS 2.8 months, HR 0.36, p=0.026). KRAS G12C and non-G12C subgroups had similar clinical benefit from ICB in both cohorts. In a multivariable analysis, BRAF 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 BRAF mutations demonstrated superior benefit from ICB that may be attributed to higher TMB and higher PD-L1 expression in these tumors. Meanwhile EGFR and HER2 mutations and ALK, ROS1, RET, and MET 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.
url https://jitc.bmj.com/content/9/8/e002891.full
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spelling doaj-deb634044c5641f5a4d7746a8b39b5982021-08-12T14:30:03ZengBMJ Publishing GroupJournal for ImmunoTherapy of Cancer2051-14262021-08-019810.1136/jitc-2021-002891Oncogene-specific differences in tumor mutational burden, PD-L1 expression, and outcomes from immunotherapy in non-small cell lung cancerJianhua Zhang0Hao Xu1Alexandre Reuben2Brian Alexander3Jack Lee4Tina Cascone5Jianjun Zhang6Kyle G Mitchell7Marcelo V Negrao8Stephen G Swisher9John V Heymach10Don L Gibbons11Jack A Roth12Ferdinandos Skoulidis13Yasir Y Elamin14Xiuning Le15Anne Tsao16Chang-Jiun Wu17Vincent A Miller18Bonnie S Glisson19Karthikeyan Murugesan20Meagan Montesion21Garrett Frampton22Katja Schulze23Ilze Bara24Vincent Shen25Sylvia Hu26Dawen Sui27Michael E Goldberg28David S Barreto29Jacqulyne P Robichaux30Carl M Gay31Lingzhi Hong32Waree Rinsurongkawong33Vassiliki Papadimitrakopoulou34Gaurav Singal35Lee A Albacker36David Shames37Aff1 grid.240145.60000000122914776The University of Texas MD Anderson Cancer Center Houston TX USA 4 Department of Cardiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China Aff1 grid.240145.60000000122914776Surgical OncologyMD Anderson Cancer Center Houston TX USA R&D, Foundation Medicine Inc, Cambridge, Massachusetts, USADivision of Biomedical Engineering and Imaging Sciences, King's College London, London, UKAff2 0000 0001 2291 4776grid.240145.6Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer Center Houston TX USA Aff2 0000 0001 2291 4776grid.240145.6Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer Center Houston TX USA Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USAThoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USAThoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USAThoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USAThoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USADepartment of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United StatesThoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USADepartment of Thoracic Head and Neck Medical Oncology, UTMDACC, Houston, Texas, USAUniversity of Texas MD Anderson Cancer Center, Houston, TX, USAUniversity of Texas MD Anderson Cancer Center, Houston, TX, USAThe University of Texas MD Anderson Cancer Center, Houston, TX, USA2Foundation Medicine, Inc., Cambridge, Massachusetts, USA3 Department of Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA Foundation Medicine Inc, Cambridge, Massachusetts, USAFoundation Medicine Inc, Cambridge, Massachusetts, USAFoundation Medicine Inc, Cambridge, Massachusetts, USAGenentech Inc, South San Francisco, California, USAGenentech Inc, South San Francisco, California, USAGenentech Inc, South San Francisco, California, USAGenentech Inc, South San Francisco, California, USADepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USAFoundation Medicine Inc, Cambridge, Massachusetts, USADepartment of Radiology, Breast Imaging and Interventional Center, The George Washington University, Washington, DC, USADepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USADepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USADepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USADepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USAPfizer Inc, New York, New York, USAFoundation Medicine Inc, Cambridge, Massachusetts, USAFoundation Medicine Inc, Cambridge, Massachusetts, USAGenentech Inc, South San Francisco, California, USABackground 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 EGFR, EGFR exon 20 and HER2-mutant tumors, and 34%–55% in tumors with ALK, BRAF V600E, ROS1, RET, or MET alterations. Compared with KRAS-mutant tumors, BRAF non-V600E group had higher TMB (9.6 vs KRAS 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 EGFR, HER2, ALK, ROS1, RET, or MET alterations had short progression-free survival (PFS; 1.8–3.7 months), while BRAF V600E group was associated with greater clinical benefit from ICB (CGDB cohort: PFS 9.8 months vs KRAS 3.7 months, HR 0.66, p=0.099; MDACC cohort: response rate 62% vs KRAS 24%; PFS 7.4 vs KRAS 2.8 months, HR 0.36, p=0.026). KRAS G12C and non-G12C subgroups had similar clinical benefit from ICB in both cohorts. In a multivariable analysis, BRAF 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 BRAF mutations demonstrated superior benefit from ICB that may be attributed to higher TMB and higher PD-L1 expression in these tumors. Meanwhile EGFR and HER2 mutations and ALK, ROS1, RET, and MET 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.https://jitc.bmj.com/content/9/8/e002891.full