The Efficacy of Tumor Mutation Burden as a Biomarker of Response to Immune Checkpoint Inhibitors

被引:29
作者
Moeckel, Camille [1 ]
Bakhl, Katrina [1 ]
Georgakopoulos-Soares, Ilias [1 ]
Zaravinos, Apostolos [2 ,3 ]
机构
[1] Penn State Univ, Inst Personalized Med, Coll Med, Dept Biochem & Mol Biol, Hershey, PA 17033 USA
[2] European Univ Cyprus, Dept Life Sci, Diogenis Str 6, CY-2404 Nicosia, Cyprus
[3] Basic & Translat Canc Res Ctr BTCRC, Genom & Syst Biol Lab, Canc Genet, CY-1516 Nicosia, Cyprus
关键词
tumor mutation burden; tumor microenvironment; immune checkpoint inhibitors; immunotherapy; PD-L1; EXPRESSION; ANALYSIS REVEALS; CANCER; BLOCKADE; NEOANTIGENS; IMMUNOTHERAPY; LANDSCAPE; CELLS; TIM-3; HETEROGENEITY;
D O I
10.3390/ijms24076710
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cancer is one of the leading causes of death in the world; therefore, extensive research has been dedicated to exploring potential therapeutics, including immune checkpoint inhibitors (ICIs). Initially, programmed-death ligand-1 was the biomarker utilized to predict the efficacy of ICIs. However, its heterogeneous expression in the tumor microenvironment, which is critical to cancer progression, promoted the exploration of the tumor mutation burden (TMB). Research in various cancers, such as melanoma and lung cancer, has shown an association between high TMB and response to ICIs, increasing its predictive value. However, the TMB has failed to predict ICI response in numerous other cancers. Therefore, future research is needed to analyze the variations between cancer types and establish TMB cutoffs in order to create a more standardized methodology for using the TMB clinically. In this review, we aim to explore current research on the efficacy of the TMB as a biomarker, discuss current approaches to overcoming immunoresistance to ICIs, and highlight new trends in the field such as liquid biopsies, next generation sequencing, chimeric antigen receptor T-cell therapy, and personalized tumor vaccines.
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页数:17
相关论文
共 107 条
[1]   Signatures of mutational processes in human cancer [J].
Alexandrov, Ludmil B. ;
Nik-Zainal, Serena ;
Wedge, David C. ;
Aparicio, Samuel A. J. R. ;
Behjati, Sam ;
Biankin, Andrew V. ;
Bignell, Graham R. ;
Bolli, Niccolo ;
Borg, Ake ;
Borresen-Dale, Anne-Lise ;
Boyault, Sandrine ;
Burkhardt, Birgit ;
Butler, Adam P. ;
Caldas, Carlos ;
Davies, Helen R. ;
Desmedt, Christine ;
Eils, Roland ;
Eyfjord, Jorunn Erla ;
Foekens, John A. ;
Greaves, Mel ;
Hosoda, Fumie ;
Hutter, Barbara ;
Ilicic, Tomislav ;
Imbeaud, Sandrine ;
Imielinsk, Marcin ;
Jaeger, Natalie ;
Jones, David T. W. ;
Jones, David ;
Knappskog, Stian ;
Kool, Marcel ;
Lakhani, Sunil R. ;
Lopez-Otin, Carlos ;
Martin, Sancha ;
Munshi, Nikhil C. ;
Nakamura, Hiromi ;
Northcott, Paul A. ;
Pajic, Marina ;
Papaemmanuil, Elli ;
Paradiso, Angelo ;
Pearson, John V. ;
Puente, Xose S. ;
Raine, Keiran ;
Ramakrishna, Manasa ;
Richardson, Andrea L. ;
Richter, Julia ;
Rosenstiel, Philip ;
Schlesner, Matthias ;
Schumacher, Ton N. ;
Span, Paul N. ;
Teague, Jon W. .
NATURE, 2013, 500 (7463) :415-+
[2]   Lag-3, Tim-3, and TIGIT: Co-inhibitory Receptors with Specialized Functions in Immune Regulation [J].
Anderson, Ana C. ;
Joller, Nicole ;
Kuchroo, Vijay K. .
IMMUNITY, 2016, 44 (05) :989-1004
[3]  
Anderson NM, 2020, CURR BIOL, V30, pR921, DOI 10.1016/j.cub.2020.06.081
[4]   LAG3 (CD223) as a cancer immunotherapy target [J].
Andrews, Lawrence P. ;
Marciscano, Ariel E. ;
Drake, Charles G. ;
Vignali, Dario A. A. .
IMMUNOLOGICAL REVIEWS, 2017, 276 (01) :80-96
[5]  
Ansell Stephen M, 2013, Am Soc Clin Oncol Educ Book, DOI 10.1200/EdBook_AM.2013.33.e91
[6]   The fungal mycobiome promotes pancreatic oncogenesis via activation of MBL [J].
Aykut, Berk ;
Pushalkar, Smruti ;
Chen, Ruonan ;
Li, Qianhao ;
Abengozar, Raquel ;
Kim, Jacqueline I. ;
Shadaloey, Sorin A. ;
Wu, Dongling ;
Preiss, Pamela ;
Verma, Narendra ;
Guo, Yuqi ;
Saxena, Anjana ;
Vardhan, Mridula ;
Diskin, Brian ;
Wang, Wei ;
Leinwand, Joshua ;
Kurz, Emma ;
Rossi, Juan A. Kochen ;
Hundeyin, Mautin ;
Zambrinis, Constantinos ;
Li, Xin ;
Saxena, Deepak ;
Miller, George .
NATURE, 2019, 574 (7777) :264-+
[7]   Tumor microenvironment complexity and therapeutic implications at a glance [J].
Baghba, Roghayyeh ;
Roshangar, Leila ;
Jahanban-Esfahlan, Rana ;
Seidi, Khaled ;
Ebrahimi-Kalan, Abbas ;
Jaymand, Mehdi ;
Kolahian, Saeed ;
Javaheri, Tahereh ;
Zare, Peyman .
CELL COMMUNICATION AND SIGNALING, 2020, 18 (01)
[8]   Predictive biomarkers for cancer immunotherapy with immune checkpoint inhibitors [J].
Bai, Rilan ;
Lv, Zheng ;
Xu, Dongsheng ;
Cui, Jiuwei .
BIOMARKER RESEARCH, 2020, 8 (01)
[9]   Clinical utility of circulating tumor DNA sequencing with a large panel: a National Center for Precision Medicine (PRISM) study [J].
Bayle, A. ;
Belcaid, L. ;
Aldea, M. ;
Vasseur, D. ;
Peyraud, F. ;
Nicotra, C. ;
Geraud, A. ;
Sakkal, M. ;
Seknazi, L. ;
Cerbone, L. ;
Blanc-Durand, F. ;
Hadoux, J. ;
Mosele, F. ;
Tagliamento, M. ;
Bernard-Tessier, A. ;
Verret, B. ;
Smolenschi, C. ;
Clodion, R. ;
Auger, N. ;
Romano, P. M. ;
Gazzah, A. ;
Camus, M. N. ;
Micol, J. ;
Caron, O. ;
Hollebecque, A. ;
Loriot, Y. ;
Besse, B. ;
Lacroix, L. ;
Rouleau, E. ;
Ponce, S. ;
Soria, J. C. ;
Barlesi, F. ;
Andre, F. ;
Italiano, A. .
ANNALS OF ONCOLOGY, 2023, 34 (04) :389-396
[10]   Liquid versus tissue biopsy for detecting actionable alterations according to the ESMO Scale for Clinical Actionability of molecular Targets in patients with advanced cancer: a study from the French National Center for Precision Medicine (PRISM) [J].
Bayle, A. ;
Peyraud, F. ;
Belcaid, L. ;
Brunet, M. ;
Aldea, M. ;
Clodion, R. ;
Dubos, P. ;
Vasseur, D. ;
Nicotra, C. ;
Geraud, A. ;
Sakkal, M. ;
Cerbone, L. ;
Blanc-Durand, F. ;
Mosele, F. ;
Romano, P. Martin ;
Camus, M. Ngo ;
Soubeyran, I. ;
Khalifa, E. ;
Alame, M. ;
Blouin, L. ;
Dinart, D. ;
Bellera, C. ;
Hollebecque, A. ;
Ponce, S. ;
Loriot, Y. ;
Besse, B. ;
Lacroix, L. ;
Rouleau, E. ;
Barlesi, F. ;
Andre, F. ;
Italiano, A. .
ANNALS OF ONCOLOGY, 2022, 33 (12) :1328-1331