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.

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 B.; Wang X.; Alessi J.V.; Rizvi H.; Mahadevan N.R.; Li Y.Y.; Polio A.; Lindsay J.; Umeton R.; Sinha R.; Vokes N.I.; Recondo G.; Lamberti G.; Lawrence M.; Vaz V.R.; Leonardi G.C.; Plodkowski A.J.; Gupta H.; Cherniack A.D.; Tolstorukov M.Y.; Sharma B.; Felt K.D.; Gainor J.F.; Ravi A.; Getz G.; Schalper K.A.; Henick B.; Forde P.; Anagnostou V.; Janne P.A.; Van Allen E.M.; Nishino M.; Sholl L.M.; Christiani D.C.; Lin X.; Rodig S.J.; Hellmann M.D.; Awad M.M.. - In: JAMA ONCOLOGY. - ISSN 2374-2437. - ELETTRONICO. - 8:8(2022), pp. 1160-1168. [10.1001/jamaoncol.2022.1981]

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 B.;Lamberti G.;
2022

Abstract

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.
2022
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 B.; Wang X.; Alessi J.V.; Rizvi H.; Mahadevan N.R.; Li Y.Y.; Polio A.; Lindsay J.; Umeton R.; Sinha R.; Vokes N.I.; Recondo G.; Lamberti G.; Lawrence M.; Vaz V.R.; Leonardi G.C.; Plodkowski A.J.; Gupta H.; Cherniack A.D.; Tolstorukov M.Y.; Sharma B.; Felt K.D.; Gainor J.F.; Ravi A.; Getz G.; Schalper K.A.; Henick B.; Forde P.; Anagnostou V.; Janne P.A.; Van Allen E.M.; Nishino M.; Sholl L.M.; Christiani D.C.; Lin X.; Rodig S.J.; Hellmann M.D.; Awad M.M.. - In: JAMA ONCOLOGY. - ISSN 2374-2437. - ELETTRONICO. - 8:8(2022), pp. 1160-1168. [10.1001/jamaoncol.2022.1981]
Ricciuti B.; Wang X.; Alessi J.V.; Rizvi H.; Mahadevan N.R.; Li Y.Y.; Polio A.; Lindsay J.; Umeton R.; Sinha R.; Vokes N.I.; Recondo G.; Lamberti G.; Lawrence M.; Vaz V.R.; Leonardi G.C.; Plodkowski A.J.; Gupta H.; Cherniack A.D.; Tolstorukov M.Y.; Sharma B.; Felt K.D.; Gainor J.F.; Ravi A.; Getz G.; Schalper K.A.; Henick B.; Forde P.; Anagnostou V.; Janne P.A.; Van Allen E.M.; Nishino M.; Sholl L.M.; Christiani D.C.; Lin X.; Rodig S.J.; Hellmann M.D.; Awad M.M.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/920693
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