Tumor mutational burden assessment in non-small-cell lung cancer samples: results from the TMB


Journal

Journal for immunotherapy of cancer
ISSN: 2051-1426
Titre abrégé: J Immunother Cancer
Pays: England
ID NLM: 101620585

Informations de publication

Date de publication:
05 2021
Historique:
accepted: 26 03 2021
entrez: 8 5 2021
pubmed: 9 5 2021
medline: 6 1 2022
Statut: ppublish

Résumé

Tumor mutational burden (TMB) is a recently proposed predictive biomarker for immunotherapy in solid tumors, including non-small cell lung cancer (NSCLC). Available assays for TMB determination differ in horizontal coverage, gene content and algorithms, leading to discrepancies in results, impacting patient selection. A harmonization study of TMB assessment with available assays in a cohort of patients with NSCLC is urgently needed. We evaluated the TMB assessment obtained with two marketed next generation sequencing panels: TruSight Oncology 500 (TSO500) and Oncomine Tumor Mutation Load (OTML) versus a reference assay (Foundation One, FO) in 96 NSCLC samples. Additionally, we studied the level of agreement among the three methods with respect to PD-L1 expression in tumors, checked the level of different immune infiltrates versus TMB, and performed an inter-laboratory reproducibility study. Finally, adjusted cut-off values were determined. Both panels showed strong agreement with FO, with concordance correlation coefficients (CCC) of 0.933 (95% CI 0.908 to 0.959) for TSO500 and 0.881 (95% CI 0.840 to 0.922) for OTML. The corresponding CCCs were 0.951 (TSO500-FO) and 0.919 (OTML-FO) in tumors with <1% of cells expressing PD-L1 (PD-L1<1%; N Both panels exhibited robust analytical performances for TMB assessment, with stronger concordances in patients with negative PD-L1 expression. TSO500 showed a higher inter-laboratory reproducibility. The cut-offs for each assay were lowered to optimal overlap with FO.

Sections du résumé

BACKGROUND
Tumor mutational burden (TMB) is a recently proposed predictive biomarker for immunotherapy in solid tumors, including non-small cell lung cancer (NSCLC). Available assays for TMB determination differ in horizontal coverage, gene content and algorithms, leading to discrepancies in results, impacting patient selection. A harmonization study of TMB assessment with available assays in a cohort of patients with NSCLC is urgently needed.
METHODS
We evaluated the TMB assessment obtained with two marketed next generation sequencing panels: TruSight Oncology 500 (TSO500) and Oncomine Tumor Mutation Load (OTML) versus a reference assay (Foundation One, FO) in 96 NSCLC samples. Additionally, we studied the level of agreement among the three methods with respect to PD-L1 expression in tumors, checked the level of different immune infiltrates versus TMB, and performed an inter-laboratory reproducibility study. Finally, adjusted cut-off values were determined.
RESULTS
Both panels showed strong agreement with FO, with concordance correlation coefficients (CCC) of 0.933 (95% CI 0.908 to 0.959) for TSO500 and 0.881 (95% CI 0.840 to 0.922) for OTML. The corresponding CCCs were 0.951 (TSO500-FO) and 0.919 (OTML-FO) in tumors with <1% of cells expressing PD-L1 (PD-L1<1%; N
CONCLUSIONS
Both panels exhibited robust analytical performances for TMB assessment, with stronger concordances in patients with negative PD-L1 expression. TSO500 showed a higher inter-laboratory reproducibility. The cut-offs for each assay were lowered to optimal overlap with FO.

Identifiants

pubmed: 33963008
pii: jitc-2020-001904
doi: 10.1136/jitc-2020-001904
pmc: PMC8108670
pii:
doi:

Substances chimiques

Biomarkers, Tumor 0

Types de publication

Comparative Study Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ.

Déclaration de conflit d'intérêts

Competing interests: LP-A has received honoraria for scientific advice and speaker fees from Lilly, Merck Sharp & Dohme, Bristol-Myers Squibb, Roche, PharmaMar, Merck, Astra-Zeneca, Novartis, Boehringer Ingelheim, Celgene, Servier, Sysmex, Amgen, Incyte, Pfizer, Ipsen, Adacap, Sanofi, Bayer and Blueprint, and participates as external member of the board of Genómica. He is founder and board member of Altum sequencing and has received institutional support for contracted research from Merck Sharp & Dohme, Bristol-Myers Squibb, Astra-Zeneca and Pfizer. EMG-M has received honoraria for scientific advice from Bristol-Myers Squibb and speaker fees from Illumina Inc and Pfizer and she is currently employee of PharmaMar. PG has received consultant and advisory fees from Roche, Merck Sharp & Dohme, Bristol-Myers Squibb, Boehringer Ingelheim, Pfizer, Abbvie, Guardant Health, Novartis, Lilly, Astra-Zeneca, Janssen, Sysmex, Blueprint Medicines and Takeda. She has been the recipient of speaker fees from Takeda, Astra Zeneca, Roche, Merck Sharp & Dohme, Bristol-Myers Squibb, Pfizer, Novartis, Boehringer Ingelheim, Gilead and Rovi, and institutional support for clinical trials from Roche, Merck Sharp & Dohme, Bristol-Myers Squibb, Takeda, Lilly, Pfizer, Novartis, PharmaMar, Celgene, Sanofi, GlaxoSmithKline, Theradex Oncology and BluePrint Medicines. She has also received funding for contracted research from Guardant Health and Sysmex. FL-R. has received honoraria from Astra Zeneca, Abbvie, Bayer, Lilly, Merck Sharp & Dohme, Pfizer, Bristol-Myers Squibb, Roche, Thermo Fisher, and has received research funding from Bristol-Myers Squibb, Lilly, Roche and Thermo Fisher. SPA has received honoraria from Roche, Bristol-Myers Squibb, Merck Sharp and Dohme, Astra-Zeneca and Targovax, is a board member of Oncosur, and has received direct research funding as project lead from Roche, Merck Sharp & Dohme, Bristol-Myers Squibb and Lilly. The remaining authors declare no competing financial interests. SHP has received honoraria from Roche and Bristol-Myers Squibb. ES has received grants from Thermo Fisher Scientific and Bristol-Myers Squibb.

Références

Nat Rev Cancer. 2016 May;16(5):275-87
pubmed: 27079802
N Engl J Med. 2018 Nov 22;379(21):2040-2051
pubmed: 30280635
J Mol Diagn. 2020 Jun;22(6):757-769
pubmed: 32205293
Genome Med. 2017 Apr 19;9(1):34
pubmed: 28420421
Lancet. 2017 Jan 21;389(10066):255-265
pubmed: 27979383
N Engl J Med. 2015 May 21;372(21):2018-28
pubmed: 25891174
J Pathol. 2020 Jan;250(1):19-29
pubmed: 31471895
JAMA Oncol. 2020 May 1;6(5):661-674
pubmed: 32271377
J Thorac Oncol. 2020 Jul;15(7):1177-1189
pubmed: 32119917
J Thorac Oncol. 2018 Sep;13(9):1302-1311
pubmed: 29800747
N Engl J Med. 2015 Jul 9;373(2):123-35
pubmed: 26028407
CA Cancer J Clin. 2018 Nov;68(6):394-424
pubmed: 30207593
N Engl J Med. 2017 Jun 22;376(25):2415-2426
pubmed: 28636851
N Engl J Med. 2014 Dec 4;371(23):2189-2199
pubmed: 25409260
Nat Biotechnol. 2013 Nov;31(11):1023-31
pubmed: 24142049
Science. 2015 Apr 3;348(6230):124-8
pubmed: 25765070
Lancet Oncol. 2016 Dec;17(12):e542-e551
pubmed: 27924752
J Thorac Oncol. 2017 Feb;12(2):208-222
pubmed: 27913228
Lancet. 2016 Apr 9;387(10027):1540-1550
pubmed: 26712084
J Thorac Oncol. 2020 Sep;15(9):1409-1424
pubmed: 32522712
Lancet. 2016 Sep 3;388(10048):1012-24
pubmed: 27598681
Int J Cancer. 2019 Feb 15;144(4):848-858
pubmed: 30238975
N Engl J Med. 2016 Nov 10;375(19):1823-1833
pubmed: 27718847
ESMO Open. 2019 Jan 24;4(1):e000442
pubmed: 30792906
J Immunother Cancer. 2020 Mar;8(1):
pubmed: 32217756
Genes Chromosomes Cancer. 2019 Aug;58(8):578-588
pubmed: 30664300
J Clin Oncol. 2020 Aug 1;38(22):2530-2542
pubmed: 32459597
N Engl J Med. 2015 Oct 22;373(17):1627-39
pubmed: 26412456
N Engl J Med. 2018 May 31;378(22):2093-2104
pubmed: 29658845
J Clin Oncol. 2017 Dec 1;35(34):3867-3876
pubmed: 29053400
N Engl J Med. 2017 Dec 21;377(25):2500-2501
pubmed: 29262275
Cancer Cell. 2018 May 14;33(5):843-852.e4
pubmed: 29657128
JAMA Oncol. 2016 Sep 1;2(9):1217-22
pubmed: 27310809
Ann Oncol. 2019 Jan 1;30(1):44-56
pubmed: 30395155
N Engl J Med. 2019 Nov 21;381(21):2020-2031
pubmed: 31562796
Clin Lung Cancer. 2016 Sep;17(5):350-361
pubmed: 27137346
J Thorac Oncol. 2020 Sep;15(9):1535-1540
pubmed: 32450274
Science. 2015 Apr 3;348(6230):69-74
pubmed: 25838375
Transl Lung Cancer Res. 2018 Dec;7(6):678-681
pubmed: 30505712
Nature. 2013 Aug 22;500(7463):415-21
pubmed: 23945592

Auteurs

Javier Ramos-Paradas (J)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.
Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.

Susana Hernández-Prieto (S)

Pathology-Targeted Therapies Laboratory, HM Sanchinarro University Hospital, Madrid, Spain.

David Lora (D)

Scientific Support Unit, Health Research Institute Hospital 12 de Octubre (imas12), Madrid, Spain.
Spanish Center for Biomedical Research Network in Epidemiology and Public Health (CIBERESP), Madrid, Spain.
Faculty of Statistical Sciences, Complutense University, Madrid, Spain.

Elena Sanchez (E)

Pathology-Targeted Therapies Laboratory, HM Sanchinarro University Hospital, Madrid, Spain.

Aranzazu Rosado (A)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.

Tamara Caniego-Casas (T)

Pathology Department, Ramón y Cajal Hospital, IRYCIS, Madrid, Spain.

Nuria Carrizo (N)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.

Ana Belén Enguita (AB)

Pathology Department, 12 de Octubre Hospital, Madrid, Spain.

María Teresa Muñoz-Jimenez (MT)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.

Borja Rodriguez (B)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.

Urbicio Perez-Gonzalez (U)

Medical Oncology Department, 12 de Octubre Hospital, Madrid, Spain.

David Gómez-Sánchez (D)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.
Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.

Irene Ferrer (I)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.
Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.

Santiago Ponce Aix (S)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.
Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.
Medical Oncology Department, 12 de Octubre Hospital, Madrid, Spain.

Ángel Nuñez Buiza (Á)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.

Pilar Garrido (P)

Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.
Medical Oncology Department, Ramón y Cajal Hospital, IRYCIS, Madrid, Spain.
Faculty of Medicine, Alcalá de Henares University, Madrid, Spain.

José Palacios (J)

Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.
Pathology Department, Ramón y Cajal Hospital, IRYCIS, Madrid, Spain.
Faculty of Medicine, Alcalá de Henares University, Madrid, Spain.

Fernando Lopez-Rios (F)

Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain evamgarridomartin@gmail.com flopezrios@hmhospitales.com.
Pathology-Targeted Therapies Laboratory, HM Sanchinarro University Hospital, Madrid, Spain.

Eva M Garrido-Martin (EM)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain evamgarridomartin@gmail.com flopezrios@hmhospitales.com.
Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.

Luis Paz-Ares (L)

H12O-CNIO Lung Cancer Clinical Research Unit, Health Research Institute Hospital 12 de Octubre (imas12) / Spanish National Cancer Research Center (CNIO), Madrid, Spain.
Spanish Center for Biomedical Research Network in Oncology (CIBERONC), Madrid, Spain.
Medical Oncology Department, 12 de Octubre Hospital, Madrid, Spain.
Faculty of Medicine, Complutense University, Madrid, Spain.

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