Mutations in DNA repair genes are associated with increased neoantigen burden and a distinct immunophenotype in lung squamous cell carcinoma

被引:64
作者
Chae, Young Kwang [1 ,2 ]
Anker, Jonathan F. [1 ]
Oh, Michael S. [1 ]
Bais, Preeti [3 ]
Namburi, Sandeep [3 ]
Agte, Sarita [1 ]
Giles, Francis J. [1 ,2 ]
Chuang, Jeffrey H. [3 ,4 ]
机构
[1] Northwestern Univ, Feinberg Sch Med, Chicago, IL 60611 USA
[2] Northwestern Univ, Robert H Lurie Comprehens Canc Ctr, Chicago, IL 60611 USA
[3] Jackson Lab Genom Med, Farmington, CT 06030 USA
[4] Univ Connecticut Hlth, Dept Genet & Genome Sci, Farmington, CT 06032 USA
关键词
TUMOR-INFILTRATING LYMPHOCYTES; MHC CLASS-I; COLORECTAL TUMORS; IMMUNE ACTIVATION; CTLA-4; BLOCKADE; PD-1; TGF-BETA; T-CELLS; EXPRESSION; BETA(2)-MICROGLOBULIN;
D O I
10.1038/s41598-019-39594-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Deficiencies in DNA repair pathways, including mismatch repair (MMR), have been linked to higher tumor mutation burden and improved response to immune checkpoint inhibitors. However, the significance of MMR mutations in lung cancer has not been well characterized, and the relevance of other processes, including homologous recombination (HR) and polymerase epsilon (POLE) activity, remains unclear. Here, we analyzed a dataset of lung squamous cell carcinoma samples from The Cancer Genome Atlas. Variants in DNA repair genes were associated with increased tumor mutation and neoantigen burden, which in turn were linked with greater tumor infiltration by activated T cells. The subset of tumors with DNA repair gene variants but without T cell infiltration exhibited upregulation of TGF-beta and Wnt pathway genes, and a combined score incorporating these genes and DNA repair status accurately predicted immune cell infiltration. Finally, high neoantigen burden was positively associated with genes related to cytolytic activity and immune checkpoints. These findings provide evidence that DNA repair pathway defects and immunomodulatory genes together lead to specific immunophenotypes in lung squamous cell carcinoma and could potentially serve as biomarkers for immunotherapy.
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页数:10
相关论文
共 54 条
[31]   Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation [J].
O'Leary, Nuala A. ;
Wright, Mathew W. ;
Brister, J. Rodney ;
Ciufo, Stacy ;
McVeigh, Diana Haddad Rich ;
Rajput, Bhanu ;
Robbertse, Barbara ;
Smith-White, Brian ;
Ako-Adjei, Danso ;
Astashyn, Alexander ;
Badretdin, Azat ;
Bao, Yiming ;
Blinkova, Olga ;
Brover, Vyacheslav ;
Chetvernin, Vyacheslav ;
Choi, Jinna ;
Cox, Eric ;
Ermolaeva, Olga ;
Farrell, Catherine M. ;
Goldfarb, Tamara ;
Gupta, Tripti ;
Haft, Daniel ;
Hatcher, Eneida ;
Hlavina, Wratko ;
Joardar, Vinita S. ;
Kodali, Vamsi K. ;
Li, Wenjun ;
Maglott, Donna ;
Masterson, Patrick ;
McGarvey, Kelly M. ;
Murphy, Michael R. ;
O'Neill, Kathleen ;
Pujar, Shashikant ;
Rangwala, Sanjida H. ;
Rausch, Daniel ;
Riddick, Lillian D. ;
Schoch, Conrad ;
Shkeda, Andrei ;
Storz, Susan S. ;
Sun, Hanzhen ;
Thibaud-Nissen, Francoise ;
Tolstoy, Igor ;
Tully, Raymond E. ;
Vatsan, Anjana R. ;
Wallin, Craig ;
Webb, David ;
Wu, Wendy ;
Landrum, Melissa J. ;
Kimchi, Avi ;
Tatusova, Tatiana .
NUCLEIC ACIDS RESEARCH, 2016, 44 (D1) :D733-D745
[32]   The blockade of immune checkpoints in cancer immunotherapy [J].
Pardoll, Drew M. .
NATURE REVIEWS CANCER, 2012, 12 (04) :252-264
[33]   Precision Diagnosis and Treatment for Advanced Non-Small-Cell Lung Cancer [J].
Reck, Martin ;
Rabe, Klaus F. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 377 (09) :849-861
[34]   Loss of functional beta(2)-microglobulin in metastatic melanomas from five patients receiving immunotherapy [J].
Restifo, NP ;
Marincola, FM ;
Kawakami, Y ;
Taubenberger, J ;
Yannelli, JR ;
Rosenberg, SA .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1996, 88 (02) :100-108
[35]   Molecular Determinants of Response to Anti-Programmed Cell Death (PD)-1 and Anti-Programmed Death-Ligand 1 (PD-L1) Blockade in Patients With Non-Small-Cell Lung Cancer Profiled With Targeted Next-Generation Sequencing [J].
Rizvi, Hira ;
Sanchez-Vega, Francisco ;
La, Konnor ;
Chatila, Walid ;
Jonsson, Philip ;
Halpenny, Darragh ;
Plodkowski, Andrew ;
Long, Niamh ;
Sauter, Jennifer L. ;
Rekhtman, Natasha ;
Hollmann, Travis ;
Schalper, Kurt A. ;
Gainor, Justin F. ;
Shen, Ronglai ;
Ni, Ai ;
Arbour, Kathryn C. ;
Merghoub, Taha ;
Wolchok, Jedd ;
Snyder, Alexandra ;
Chaft, Jamie E. ;
Kris, Mark G. ;
Rudin, Charles M. ;
Socci, Nicholas D. ;
Berger, Michael F. ;
Taylor, Barry S. ;
Zehir, Ahmet ;
Solit, David B. ;
Arcila, Mina E. ;
Ladanyi, Marc ;
Riely, Gregory J. ;
Schultz, Nikolous ;
Hellmann, Matthew D. .
JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (07) :633-+
[36]   Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer [J].
Rizvi, Naiyer A. ;
Hellmann, Matthew D. ;
Snyder, Alexandra ;
Kvistborg, Pia ;
Makarov, Vladimir ;
Havel, Jonathan J. ;
Lee, William ;
Yuan, Jianda ;
Wong, Phillip ;
Ho, Teresa S. ;
Miller, Martin L. ;
Rekhtman, Natasha ;
Moreira, Andre L. ;
Ibrahim, Fawzia ;
Bruggeman, Cameron ;
Gasmi, Billel ;
Zappasodi, Roberta ;
Maeda, Yuka ;
Sander, Chris ;
Garon, Edward B. ;
Merghoub, Taha ;
Wolchok, Jedd D. ;
Schumacher, Ton N. ;
Chan, Timothy A. .
SCIENCE, 2015, 348 (6230) :124-128
[37]   Molecular and Genetic Properties of Tumors Associated with Local Immune Cytolytic Activity [J].
Rooney, Michael S. ;
Shukla, Sachet A. ;
Wu, Catherine J. ;
Getz, Gad ;
Hacohen, Nir .
CELL, 2015, 160 (1-2) :48-61
[38]   Atezolizumab in patients with locally advanced and metastatic urothelial carcinoma who have progressed following treatment with platinum-based chemotherapy: a single-arm, multicentre, phase 2 trial [J].
Rosenberg, Jonathan E. ;
Hoffman-Censits, Jean ;
Powles, Tom ;
van der Heijden, Michiel S. ;
Balar, Arjun V. ;
Necchi, Andrea ;
Dawson, Nancy ;
O'Donnell, Peter H. ;
Balmanoukian, Ani ;
Loriot, Yohann ;
Srinivas, Sandy ;
Retz, Margitta M. ;
Grivas, Petros ;
Joseph, Richard W. ;
Galsky, Matthew D. ;
Fleming, Mark T. ;
Petrylak, Daniel P. ;
Perez-Gracia, Jose Luis ;
Burris, Howard A. ;
Castellano, Daniel ;
Canil, Christina ;
Bellmunt, Joaquim ;
Bajorin, Dean ;
Nickles, Dorothee ;
Bourgon, Richard ;
Frampton, Garrett M. ;
Cui, Na ;
Mariathasan, Sanjeev ;
Abidoye, Oyewale ;
Fine, Gregg D. ;
Dreicer, Robert .
LANCET, 2016, 387 (10031) :1909-1920
[39]   Neoantigens in cancer immunotherapy [J].
Schumacher, Ton N. ;
Schreiber, Robert D. .
SCIENCE, 2015, 348 (6230) :69-74
[40]   The future of immune checkpoint therapy [J].
Sharma, Padmanee ;
Allison, James P. .
SCIENCE, 2015, 348 (6230) :56-61