Literature DB >> 30505709

Clinical utility of tumor mutational burden in patients with non-small cell lung cancer treated with immunotherapy.

Lizza E Hendriks1,2, Etienne Rouleau3, Benjamin Besse1,4.   

Abstract

Anti-programmed death (ligand)-1 [anti-PD-(L)1] therapies such as pembrolizumab, nivolumab or atezolizumab have become standard of care for non-small cell lung cancer (NSCLC) patients either in first line or beyond. PD-L1 expression level allows enriching the treated population with responders, but it is still not an optimal biomarker. Even in patients with PD-L1 tumor proportion score (TPS) levels of ≥50% treated with first line pembrolizumab overall response rate (ORR) is only 44.8% and overall survival at one year is 70%. Moreover, in combination trials with chemotherapy and anti-PD-(L)1 therapy, a significant proportion of patients does not respond (ORR ranges from 45.3% to 64.0%), regardless of PD-L1 expression. Furthermore, PD-L1 expression level is not associated with improved benefit in patients treated with combinations of anti-PD-(L)1 and anti-cytotoxic T-lymphocyte-associated antigen (anti-CTLA4) therapy. One of the new promising biomarkers is tumor mutational burden (TMB). It has been discovered that especially tumor types with a known high mutation rate such as NSCLC and melanoma respond best to immune checkpoint inhibitors (ICIs). An explanation is that this high mutation rate makes it more likely that neoantigens arise that are targeted by activated immune cells, but it is not feasible to determine neoantigen load in daily practice. However, TMB of a certain tumor type is associated with neoantigen load and outcome on ICIs. In this comprehensive review, we discuss the TMB analysis methods, the rationale to use TMB as a predictive biomarker and the clinical utility of TMB in NSCLC patients treated with ICIs.

Entities:  

Keywords:  Immunotherapy; mutation/immunology; non-small cell lung cancer (NSCLC); predictive value of tests; programmed death-ligand 1 (PD-L1)

Year:  2018        PMID: 30505709      PMCID: PMC6249615          DOI: 10.21037/tlcr.2018.09.22

Source DB:  PubMed          Journal:  Transl Lung Cancer Res        ISSN: 2218-6751


  54 in total

1.  Pulmonary Sarcomatoid Carcinomas Commonly Harbor Either Potentially Targetable Genomic Alterations or High Tumor Mutational Burden as Observed by Comprehensive Genomic Profiling.

Authors:  Alexa B Schrock; Shuyu D Li; Garrett M Frampton; James Suh; Eduardo Braun; Ranee Mehra; Steven C Buck; Jose A Bufill; Nir Peled; Nagla Abdel Karim; K Cynthia Hsieh; Manuel Doria; James Knost; Rong Chen; Sai-Hong Ignatius Ou; Jeffrey S Ross; Philip J Stephens; Paul Fishkin; Vincent A Miller; Siraj M Ali; Balazs Halmos; Jane J Liu
Journal:  J Thorac Oncol       Date:  2017-03-16       Impact factor: 15.609

2.  Whole-exome sequencing and immune profiling of early-stage lung adenocarcinoma with fully annotated clinical follow-up.

Authors:  H Kadara; M Choi; J Zhang; E R Parra; J Rodriguez-Canales; S G Gaffney; Z Zhao; C Behrens; J Fujimoto; C Chow; Y Yoo; N Kalhor; C Moran; D Rimm; S Swisher; D L Gibbons; J Heymach; E Kaftan; J P Townsend; T J Lynch; J Schlessinger; J Lee; R P Lifton; I I Wistuba; R S Herbst
Journal:  Ann Oncol       Date:  2017-01-01       Impact factor: 32.976

3.  Stromal CD8+ T-cell Density—A Promising Supplement to TNM Staging in Non-Small Cell Lung Cancer.

Authors:  Tom Donnem; Sigurd M Hald; Erna-Elise Paulsen; Elin Richardsen; Samer Al-Saad; Thomas K Kilvaer; Odd Terje Brustugun; Aslaug Helland; Marius Lund-Iversen; Mette Poehl; Karen Ege Olsen; Henrik J Ditzel; Olfred Hansen; Khalid Al-Shibli; Yury Kiselev; Torkjel M Sandanger; Sigve Andersen; Francesco Pezzella; Roy M Bremnes; Lill-Tove Busund
Journal:  Clin Cancer Res       Date:  2015-02-13       Impact factor: 12.531

4.  Gut microbiome influences efficacy of PD-1-based immunotherapy against epithelial tumors.

Authors:  Bertrand Routy; Emmanuelle Le Chatelier; Lisa Derosa; Connie P M Duong; Maryam Tidjani Alou; Romain Daillère; Aurélie Fluckiger; Meriem Messaoudene; Conrad Rauber; Maria P Roberti; Marine Fidelle; Caroline Flament; Vichnou Poirier-Colame; Paule Opolon; Christophe Klein; Kristina Iribarren; Laura Mondragón; Nicolas Jacquelot; Bo Qu; Gladys Ferrere; Céline Clémenson; Laura Mezquita; Jordi Remon Masip; Charles Naltet; Solenn Brosseau; Coureche Kaderbhai; Corentin Richard; Hira Rizvi; Florence Levenez; Nathalie Galleron; Benoit Quinquis; Nicolas Pons; Bernhard Ryffel; Véronique Minard-Colin; Patrick Gonin; Jean-Charles Soria; Eric Deutsch; Yohann Loriot; François Ghiringhelli; Gérard Zalcman; François Goldwasser; Bernard Escudier; Matthew D Hellmann; Alexander Eggermont; Didier Raoult; Laurence Albiges; Guido Kroemer; Laurence Zitvogel
Journal:  Science       Date:  2017-11-02       Impact factor: 47.728

5.  Cancer immunology. Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer.

Authors:  Naiyer A Rizvi; Matthew D Hellmann; Alexandra Snyder; Pia Kvistborg; Vladimir Makarov; Jonathan J Havel; William Lee; Jianda Yuan; Phillip Wong; Teresa S Ho; Martin L Miller; Natasha Rekhtman; Andre L Moreira; Fawzia Ibrahim; Cameron Bruggeman; Billel Gasmi; Roberta Zappasodi; Yuka Maeda; Chris Sander; Edward B Garon; Taha Merghoub; Jedd D Wolchok; Ton N Schumacher; Timothy A Chan
Journal:  Science       Date:  2015-03-12       Impact factor: 47.728

6.  PD-1 Blockade with Pembrolizumab in Advanced Merkel-Cell Carcinoma.

Authors:  Paul T Nghiem; Shailender Bhatia; Evan J Lipson; Ragini R Kudchadkar; Natalie J Miller; Lakshmanan Annamalai; Sneha Berry; Elliot K Chartash; Adil Daud; Steven P Fling; Philip A Friedlander; Harriet M Kluger; Holbrook E Kohrt; Lisa Lundgren; Kim Margolin; Alan Mitchell; Thomas Olencki; Drew M Pardoll; Sunil A Reddy; Erica M Shantha; William H Sharfman; Elad Sharon; Lynn R Shemanski; Michi M Shinohara; Joel C Sunshine; Janis M Taube; John A Thompson; Steven M Townson; Jennifer H Yearley; Suzanne L Topalian; Martin A Cheever
Journal:  N Engl J Med       Date:  2016-04-19       Impact factor: 91.245

7.  Nivolumab versus Docetaxel in Advanced Nonsquamous Non-Small-Cell Lung Cancer.

Authors:  Hossein Borghaei; Luis Paz-Ares; Leora Horn; David R Spigel; Martin Steins; Neal E Ready; Laura Q Chow; Everett E Vokes; Enriqueta Felip; Esther Holgado; Fabrice Barlesi; Martin Kohlhäufl; Oscar Arrieta; Marco Angelo Burgio; Jérôme Fayette; Hervé Lena; Elena Poddubskaya; David E Gerber; Scott N Gettinger; Charles M Rudin; Naiyer Rizvi; Lucio Crinò; George R Blumenschein; Scott J Antonia; Cécile Dorange; Christopher T Harbison; Friedrich Graf Finckenstein; Julie R Brahmer
Journal:  N Engl J Med       Date:  2015-09-27       Impact factor: 91.245

Review 8.  The cancer genome.

Authors:  Michael R Stratton; Peter J Campbell; P Andrew Futreal
Journal:  Nature       Date:  2009-04-09       Impact factor: 49.962

9.  PD-1 blockade induces responses by inhibiting adaptive immune resistance.

Authors:  Paul C Tumeh; Christina L Harview; Jennifer H Yearley; I Peter Shintaku; Emma J M Taylor; Lidia Robert; Bartosz Chmielowski; Marko Spasic; Gina Henry; Voicu Ciobanu; Alisha N West; Manuel Carmona; Christine Kivork; Elizabeth Seja; Grace Cherry; Antonio J Gutierrez; Tristan R Grogan; Christine Mateus; Gorana Tomasic; John A Glaspy; Ryan O Emerson; Harlan Robins; Robert H Pierce; David A Elashoff; Caroline Robert; Antoni Ribas
Journal:  Nature       Date:  2014-11-27       Impact factor: 49.962

10.  Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden.

Authors:  Zachary R Chalmers; Caitlin F Connelly; David Fabrizio; Laurie Gay; Siraj M Ali; Riley Ennis; Alexa Schrock; Brittany Campbell; Adam Shlien; Juliann Chmielecki; Franklin Huang; Yuting He; James Sun; Uri Tabori; Mark Kennedy; Daniel S Lieber; Steven Roels; Jared White; Geoffrey A Otto; Jeffrey S Ross; Levi Garraway; Vincent A Miller; Phillip J Stephens; Garrett M Frampton
Journal:  Genome Med       Date:  2017-04-19       Impact factor: 11.117

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  23 in total

1.  High Yield of RNA Sequencing for Targetable Kinase Fusions in Lung Adenocarcinomas with No Mitogenic Driver Alteration Detected by DNA Sequencing and Low Tumor Mutation Burden.

Authors:  Ryma Benayed; Michael Offin; Kerry Mullaney; Purvil Sukhadia; Kelly Rios; Patrice Desmeules; Ryan Ptashkin; Helen Won; Jason Chang; Darragh Halpenny; Alison M Schram; Charles M Rudin; David M Hyman; Maria E Arcila; Michael F Berger; Ahmet Zehir; Mark G Kris; Alexander Drilon; Marc Ladanyi
Journal:  Clin Cancer Res       Date:  2019-04-26       Impact factor: 12.531

Review 2.  Immune Checkpoint Inhibitors in Cancer Therapy.

Authors:  Yavar Shiravand; Faezeh Khodadadi; Seyyed Mohammad Amin Kashani; Seyed Reza Hosseini-Fard; Shadi Hosseini; Habib Sadeghirad; Rahul Ladwa; Ken O'Byrne; Arutha Kulasinghe
Journal:  Curr Oncol       Date:  2022-04-24       Impact factor: 3.109

3.  Baseline metabolic tumor burden on FDG PET/CT scans predicts outcome in advanced NSCLC patients treated with immune checkpoint inhibitors.

Authors:  Romain-David Seban; Laura Mezquita; Arnaud Berenbaum; Laurent Dercle; Angela Botticella; Cécile Le Pechoux; Caroline Caramella; Eric Deutsch; Serena Grimaldi; Julien Adam; Samy Ammari; David Planchard; Sophie Leboulleux; Benjamin Besse
Journal:  Eur J Nucl Med Mol Imaging       Date:  2019-11-21       Impact factor: 9.236

4.  Simple parameters to solve a complex issue: predicting response to checkpoint inhibitor therapy in lung cancer.

Authors:  James Newman; Isabel Preeshagul; Nina Kohn; Craig Devoe; Nagashree Seetharamu
Journal:  Lung Cancer Manag       Date:  2020-11-23

5.  Burden of Proof: Evaluating the Efficacy of Tumor Mutational Burden (TMB) in Predicting Response to Immune Checkpoint Inhibitors.

Authors:  James Newman; Nagashree Seetharamu; Muhammad Wasif Saif
Journal:  Cancer Med J       Date:  2020-11-19

6.  Keynote 407: the combination of pembrolizumab and chemotherapy cracks the shell of squamous cell lung cancer.

Authors:  Santiago Viteri; Carlos Cabrera-Gálvez; Rafael Rosell
Journal:  Transl Lung Cancer Res       Date:  2020-06

7.  Immunotherapy in non-small cell lung cancer: The past, the present, and the future.

Authors:  Meng Lu; Yanjun Su
Journal:  Thorac Cancer       Date:  2019-02-28       Impact factor: 3.500

8.  Harmonization of Tumor Mutational Burden Quantification and Association With Response to Immune Checkpoint Blockade in Non-Small-Cell Lung Cancer.

Authors:  Natalie I Vokes; David Liu; Biagio Ricciuti; Elizabeth Jimenez-Aguilar; Hira Rizvi; Felix Dietlein; Meng Xiao He; Claire A Margolis; Haitham A Elmarakeby; Jeffrey Girshman; Anika Adeni; Francisco Sanchez-Vega; Nikolaus Schultz; Suzanne Dahlberg; Ahmet Zehir; Pasi A Jänne; Mizuki Nishino; Renato Umeton; Lynette M Sholl; Eliezer M Van Allen; Matthew D Hellmann; Mark M Awad
Journal:  JCO Precis Oncol       Date:  2019-11-12

Review 9.  Is there any opportunity for immune checkpoint inhibitor therapy in non-small cell lung cancer patients with brain metastases?

Authors:  Lizza E L Hendriks; Jordi Remon; Jessica Menis; Benjamin Besse
Journal:  Transl Lung Cancer Res       Date:  2021-06

10.  Clinicopathologic Features and Response to Therapy of NRG1 Fusion-Driven Lung Cancers: The eNRGy1 Global Multicenter Registry.

Authors:  Alexander Drilon; Michael Duruisseaux; Ji-Youn Han; Masaoki Ito; Christina Falcon; Soo-Ryum Yang; Yonina R Murciano-Goroff; Haiquan Chen; Morihito Okada; Miguel Angel Molina; Marie Wislez; Philippe Brun; Clarisse Dupont; Eva Branden; Giulio Rossi; Alexa Schrock; Siraj Ali; Valérie Gounant; Fanny Magne; Torsten Gerriet Blum; Alison M Schram; Isabelle Monnet; Jin-Yuan Shih; Joshua Sabari; Maurice Pérol; Viola W Zhu; Misako Nagasaka; Robert Doebele; D Ross Camidge; Maria Arcila; Sai-Hong Ignatius Ou; Denis Moro-Sibilot; Rafael Rosell; Lucia Anna Muscarella; Stephen V Liu; Jacques Cadranel
Journal:  J Clin Oncol       Date:  2021-06-02       Impact factor: 50.717

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