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Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels

IMPORTANCE: Although tumor mutation burden (TMB) has been explored as a potential biomarker of immunotherapy efficacy in solid tumors, there still is a lack of consensus about the optimal TMB threshold that best discriminates improved outcomes of immune checkpoint inhibitor therapy among patients wi...

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Autores principales: Ricciuti, Biagio, Wang, Xinan, Alessi, Joao V., Rizvi, Hira, Mahadevan, Navin R., Li, Yvonne Y., Polio, Andrew, Lindsay, James, Umeton, Renato, Sinha, Rileen, Vokes, Natalie I., Recondo, Gonzalo, Lamberti, Giuseppe, Lawrence, Marissa, Vaz, Victor R., Leonardi, Giulia C., Plodkowski, Andrew J., Gupta, Hersh, Cherniack, Andrew D., Tolstorukov, Michael Y., Sharma, Bijaya, Felt, Kristen D., Gainor, Justin F., Ravi, Arvind, Getz, Gad, Schalper, Kurt A., Henick, Brian, Forde, Patrick, Anagnostou, Valsamo, Jänne, Pasi A., Van Allen, Eliezer M., Nishino, Mizuki, Sholl, Lynette M., Christiani, David C., Lin, Xihong, Rodig, Scott J., Hellmann, Matthew D., Awad, Mark M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9204620/
https://www.ncbi.nlm.nih.gov/pubmed/35708671
http://dx.doi.org/10.1001/jamaoncol.2022.1981
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author Ricciuti, Biagio
Wang, Xinan
Alessi, Joao V.
Rizvi, Hira
Mahadevan, Navin R.
Li, Yvonne Y.
Polio, Andrew
Lindsay, James
Umeton, Renato
Sinha, Rileen
Vokes, Natalie I.
Recondo, Gonzalo
Lamberti, Giuseppe
Lawrence, Marissa
Vaz, Victor R.
Leonardi, Giulia C.
Plodkowski, Andrew J.
Gupta, Hersh
Cherniack, Andrew D.
Tolstorukov, Michael Y.
Sharma, Bijaya
Felt, Kristen D.
Gainor, Justin F.
Ravi, Arvind
Getz, Gad
Schalper, Kurt A.
Henick, Brian
Forde, Patrick
Anagnostou, Valsamo
Jänne, Pasi A.
Van Allen, Eliezer M.
Nishino, Mizuki
Sholl, Lynette M.
Christiani, David C.
Lin, Xihong
Rodig, Scott J.
Hellmann, Matthew D.
Awad, Mark M.
author_facet Ricciuti, Biagio
Wang, Xinan
Alessi, Joao V.
Rizvi, Hira
Mahadevan, Navin R.
Li, Yvonne Y.
Polio, Andrew
Lindsay, James
Umeton, Renato
Sinha, Rileen
Vokes, Natalie I.
Recondo, Gonzalo
Lamberti, Giuseppe
Lawrence, Marissa
Vaz, Victor R.
Leonardi, Giulia C.
Plodkowski, Andrew J.
Gupta, Hersh
Cherniack, Andrew D.
Tolstorukov, Michael Y.
Sharma, Bijaya
Felt, Kristen D.
Gainor, Justin F.
Ravi, Arvind
Getz, Gad
Schalper, Kurt A.
Henick, Brian
Forde, Patrick
Anagnostou, Valsamo
Jänne, Pasi A.
Van Allen, Eliezer M.
Nishino, Mizuki
Sholl, Lynette M.
Christiani, David C.
Lin, Xihong
Rodig, Scott J.
Hellmann, Matthew D.
Awad, Mark M.
author_sort Ricciuti, Biagio
collection PubMed
description IMPORTANCE: Although tumor mutation burden (TMB) has been explored as a potential biomarker of immunotherapy efficacy in solid tumors, there still is a lack of consensus about the optimal TMB threshold that best discriminates improved outcomes of immune checkpoint inhibitor therapy among patients with non–small cell lung cancer (NSCLC). OBJECTIVES: To determine the association between increasing TMB levels and immunotherapy efficacy across clinically relevant programmed death ligand–1 (PD-L1) levels in patients with NSCLC. DESIGN, SETTING, AND PARTICIPANTS: This multicenter cohort study included patients with advanced NSCLC treated with immunotherapy who received programmed cell death–1 (PD-1) or PD-L1 inhibition in the Dana-Farber Cancer Institute (DFCI), Memorial Sloan Kettering Cancer Center (MSKCC), and in the Stand Up To Cancer (SU2C)/Mark Foundation data sets. Clinicopathological and genomic data were collected from patients between September 2013 and September 2020. Data analysis was performed from November 2021 to February 2022. EXPOSURES: Treatment with PD-1/PD-L1 inhibition without chemotherapy. MAIN OUTCOMES AND MEASURES: Association of TMB levels with objective response rate (ORR), progression-free survival (PFS), and overall survival (OS). RESULTS: In the entire cohort of 1552 patients with advanced NSCLC who received PD-1/PD-L1 blockade, the median (range) age was 66 (22-92) years, 830 (53.5%) were women, and 1347 (86.8%) had cancer with nonsquamous histologic profile. A regression tree modeling ORR as a function of TMB identified 2 TMB groupings in the discovery cohort (MSKCC), defined as low TMB (≤19.0 mutations per megabase) and high TMB (>19.0 mutations per megabase), which were associated with increasing improvements in ORR, PFS, and OS in the discovery cohort and in 2 independent cohorts (DFCI and SU2C/Mark Foundation). These TMB levels also were associated with significant improvements in outcomes of immunotherapy in each PD-L1 tumor proportion score subgroup of less than 1%, 1% to 49%, and 50% or higher. The ORR to PD-1/PD-L1 inhibition was as high as 57% in patients with high TMB and PD-L1 expression 50% or higher and as low as 8.7% in patients with low TMB and PD-L1 expression less than 1%. Multiplexed immunofluorescence and transcriptomic profiling revealed that high TMB levels were associated with increased CD8-positive, PD-L1–positive T-cell infiltration, increased PD-L1 expression on tumor and immune cells, and upregulation of innate and adaptive immune response signatures. CONCLUSIONS AND RELEVANCE: These findings suggest that increasing TMB levels are associated with immune cell infiltration and an inflammatory T-cell–mediated response, resulting in increased sensitivity to PD-1/PD-L1 blockade in NSCLC across PD-L1 expression subgroups.
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spelling pubmed-92046202022-07-05 Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels Ricciuti, Biagio Wang, Xinan Alessi, Joao V. Rizvi, Hira Mahadevan, Navin R. Li, Yvonne Y. Polio, Andrew Lindsay, James Umeton, Renato Sinha, Rileen Vokes, Natalie I. Recondo, Gonzalo Lamberti, Giuseppe Lawrence, Marissa Vaz, Victor R. Leonardi, Giulia C. Plodkowski, Andrew J. Gupta, Hersh Cherniack, Andrew D. Tolstorukov, Michael Y. Sharma, Bijaya Felt, Kristen D. Gainor, Justin F. Ravi, Arvind Getz, Gad Schalper, Kurt A. Henick, Brian Forde, Patrick Anagnostou, Valsamo Jänne, Pasi A. Van Allen, Eliezer M. Nishino, Mizuki Sholl, Lynette M. Christiani, David C. Lin, Xihong Rodig, Scott J. Hellmann, Matthew D. Awad, Mark M. JAMA Oncol Original Investigation IMPORTANCE: Although tumor mutation burden (TMB) has been explored as a potential biomarker of immunotherapy efficacy in solid tumors, there still is a lack of consensus about the optimal TMB threshold that best discriminates improved outcomes of immune checkpoint inhibitor therapy among patients with non–small cell lung cancer (NSCLC). OBJECTIVES: To determine the association between increasing TMB levels and immunotherapy efficacy across clinically relevant programmed death ligand–1 (PD-L1) levels in patients with NSCLC. DESIGN, SETTING, AND PARTICIPANTS: This multicenter cohort study included patients with advanced NSCLC treated with immunotherapy who received programmed cell death–1 (PD-1) or PD-L1 inhibition in the Dana-Farber Cancer Institute (DFCI), Memorial Sloan Kettering Cancer Center (MSKCC), and in the Stand Up To Cancer (SU2C)/Mark Foundation data sets. Clinicopathological and genomic data were collected from patients between September 2013 and September 2020. Data analysis was performed from November 2021 to February 2022. EXPOSURES: Treatment with PD-1/PD-L1 inhibition without chemotherapy. MAIN OUTCOMES AND MEASURES: Association of TMB levels with objective response rate (ORR), progression-free survival (PFS), and overall survival (OS). RESULTS: In the entire cohort of 1552 patients with advanced NSCLC who received PD-1/PD-L1 blockade, the median (range) age was 66 (22-92) years, 830 (53.5%) were women, and 1347 (86.8%) had cancer with nonsquamous histologic profile. A regression tree modeling ORR as a function of TMB identified 2 TMB groupings in the discovery cohort (MSKCC), defined as low TMB (≤19.0 mutations per megabase) and high TMB (>19.0 mutations per megabase), which were associated with increasing improvements in ORR, PFS, and OS in the discovery cohort and in 2 independent cohorts (DFCI and SU2C/Mark Foundation). These TMB levels also were associated with significant improvements in outcomes of immunotherapy in each PD-L1 tumor proportion score subgroup of less than 1%, 1% to 49%, and 50% or higher. The ORR to PD-1/PD-L1 inhibition was as high as 57% in patients with high TMB and PD-L1 expression 50% or higher and as low as 8.7% in patients with low TMB and PD-L1 expression less than 1%. Multiplexed immunofluorescence and transcriptomic profiling revealed that high TMB levels were associated with increased CD8-positive, PD-L1–positive T-cell infiltration, increased PD-L1 expression on tumor and immune cells, and upregulation of innate and adaptive immune response signatures. CONCLUSIONS AND RELEVANCE: These findings suggest that increasing TMB levels are associated with immune cell infiltration and an inflammatory T-cell–mediated response, resulting in increased sensitivity to PD-1/PD-L1 blockade in NSCLC across PD-L1 expression subgroups. American Medical Association 2022-06-16 2022-08 /pmc/articles/PMC9204620/ /pubmed/35708671 http://dx.doi.org/10.1001/jamaoncol.2022.1981 Text en Copyright 2022 Ricciuti B et al. JAMA Oncology. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Ricciuti, Biagio
Wang, Xinan
Alessi, Joao V.
Rizvi, Hira
Mahadevan, Navin R.
Li, Yvonne Y.
Polio, Andrew
Lindsay, James
Umeton, Renato
Sinha, Rileen
Vokes, Natalie I.
Recondo, Gonzalo
Lamberti, Giuseppe
Lawrence, Marissa
Vaz, Victor R.
Leonardi, Giulia C.
Plodkowski, Andrew J.
Gupta, Hersh
Cherniack, Andrew D.
Tolstorukov, Michael Y.
Sharma, Bijaya
Felt, Kristen D.
Gainor, Justin F.
Ravi, Arvind
Getz, Gad
Schalper, Kurt A.
Henick, Brian
Forde, Patrick
Anagnostou, Valsamo
Jänne, Pasi A.
Van Allen, Eliezer M.
Nishino, Mizuki
Sholl, Lynette M.
Christiani, David C.
Lin, Xihong
Rodig, Scott J.
Hellmann, Matthew D.
Awad, Mark M.
Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels
title Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels
title_full Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels
title_fullStr Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels
title_full_unstemmed Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels
title_short Association of High Tumor Mutation Burden in Non–Small Cell Lung Cancers With Increased Immune Infiltration and Improved Clinical Outcomes of PD-L1 Blockade Across PD-L1 Expression Levels
title_sort association of high tumor mutation burden in non–small cell lung cancers with increased immune infiltration and improved clinical outcomes of pd-l1 blockade across pd-l1 expression levels
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9204620/
https://www.ncbi.nlm.nih.gov/pubmed/35708671
http://dx.doi.org/10.1001/jamaoncol.2022.1981
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