Expression Analysis and Significance of PD-1, LAG-3, and TIM-3 in Human Non-Small Cell Lung Cancer Using Spatially Resolved and Multiparametric Single-Cell Analysis

被引:246
作者
Datar, Ila [1 ,2 ]
Sanmamed, Miguel F. [3 ,4 ,5 ]
Wang, Jun [3 ]
Henick, Brian S. [1 ,2 ]
Choi, Jungmin [6 ]
Badri, Ti [3 ]
Dong, Weilai [6 ]
Mani, Nikita [1 ]
Toki, Maria [1 ]
Mejias, Luis D. [4 ]
Lozano, Maria D. [4 ]
Luis Perez-Gracia, Jose [4 ]
Velcheti, Vamsidhar [7 ]
Hellmann, MatthewD. [8 ,9 ,10 ]
Gainor, Justin F. [11 ,12 ]
McEachern, Kristen [13 ]
Jenkins, David [13 ]
Syrigos, Konstantinos [14 ]
Politi, Katerina [1 ,2 ]
Gettinger, Scott [2 ]
Rimm, David L. [1 ]
Herbst, Roy S. [2 ]
Melero, Ignacio [4 ,5 ]
Chen, Lieping [3 ]
Schalper, Kurt A. [1 ,2 ]
机构
[1] Yale Univ, Sch Med, Dept Pathol, New Haven, CT 06510 USA
[2] Yale Univ, Yale Canc Ctr, Dept Med Oncol, New Haven, CT USA
[3] Yale Univ, Sch Med, Dept Immunobiol, New Haven, CT USA
[4] Clin Univ Navarra, Pamplona, Spain
[5] CIBERONC, Madrid, Spain
[6] Yale Univ, Sch Med, Dept Genet, New Haven, CT 06510 USA
[7] NYU, Dept Thorac Oncol, Langone Med Ctr, New York, NY USA
[8] Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA
[9] Weill Cornell Med Coll, New York, NY USA
[10] Parker Inst Canc Immunotherapy, San Francisco, CA USA
[11] Massachusetts Gen Hosp, Boston, MA 02114 USA
[12] Harvard Med Sch, Boston, MA 02115 USA
[13] Tesaro Inc, Boston, MA USA
[14] Athens Sch Med, Oncol Unit GPP, Athens, Greece
关键词
CD8(+) T-CELLS; 1ST-LINE TREATMENT; CYTOMETRY DATA; NIVOLUMAB; BLOCKADE; RESISTANCE; PATHWAYS; PEMBROLIZUMAB; PROGRESSION; EXHAUSTION;
D O I
10.1158/1078-0432.CCR-18-4142
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: To determine the tumor tissue/cell distribution, functional associations, and clinical significance of PD-1, LAG3, and TIM-3 protein expression in human non-small cell lung cancer (NSCLC). Experimental Design: Using multiplexed quantitative immunofluorescence, we performed localized measurements of CD3, PD-1, LAG-3, and TIM-3 protein in > 800 clinically annotated NSCLCs from three independent cohorts represented in tissue microarrays. Associations between the marker's expression and major genomic alterations were studied in The Cancer Genome Atlas NSCLC dataset. Using mass cytometry (CyTOF) analysis of leukocytes collected from 20 resected NSCLCs, we determined the levels, coexpression, and functional profile of PD-1, LAG-3, and TIM-3 expressing immune cells. Finally, we measured the markers in baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers and known response to treatment. Results: PD-1, LAG-3, and TIM-3 were detected in tumorinfiltrating lymphocytes (TIL) from 55%, 41.5%, and 25.3% of NSCLC cases, respectively. These markers showed a prominent association with each other and limited association with major clinicopathologic variables and survival in patients not receiv-ing immunotherapy. Expression of the markers was lower in EGFR-mutated adenocarcinomas and displayed limited association with tumor mutational burden. In single-cell CyTOF analysis, PD-1 and LAG-3 were predominantly localized on T-cell subsets/NKT cells, whereas TIM-3 expression was higher in NK cells and macrophages. Coexpression of PD-1, LAG-3, and TIM-3 was associated with prominent T-cell activation (CD69/CD137), effector function (Granzyme-B), and proliferation (Ki-67), but also with elevated levels of proapoptotic markers (FAS/BIM). LAG-3 and TIM-3 were present in TIL subsets lacking PD-1 expression and showed a distinct functional profile. In baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers, elevated LAG-3 was significantly associated with shorter progressionfree survival. Conclusions: PD-1, LAG-3, and TIM-3 have distinct tissue/cell distribution, functional implications, and genomic correlates in human NSCLC. Expression of these immune inhibitory receptors in TILs is associated with prominent activation, but also with a proapoptotic T-cell phenotype. Elevated LAG-3 expression is associated with insensitivity to PD-1 axis blockade, suggesting independence of these immune evasion pathways.
引用
收藏
页码:4663 / 4673
页数:11
相关论文
共 46 条
[1]   Activation of the PD-1 Pathway Contributes to Immune Escape in EGFR-Driven Lung Tumors [J].
Akbay, Esra A. ;
Koyama, Shohei ;
Carretero, Julian ;
Altabef, Abigail ;
Tchaicha, Jeremy H. ;
Christensen, Camilla L. ;
Mikse, Oliver R. ;
Cherniack, Andrew D. ;
Beauchamp, Ellen M. ;
Pugh, Trevor J. ;
Wilkerson, Matthew D. ;
Fecci, Peter E. ;
Butaney, Mohit ;
Reibel, Jacob B. ;
Soucheray, Margaret ;
Cohoon, Travis J. ;
Janne, Pasi A. ;
Meyerson, Matthew ;
Hayes, D. Neil ;
Shapiro, Geoffrey I. ;
Shimamura, Takeshi ;
Sholl, Lynette M. ;
Rodig, Scott J. ;
Freeman, Gordon J. ;
Hammerman, Peter S. ;
Dranoff, Glenn ;
Wong, Kwok-Kin .
CANCER DISCOVERY, 2013, 3 (12) :1355-1363
[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]   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
[4]   Costimulatory and Coinhibitory Receptor Pathways in Infectious Disease [J].
Attanasio, John ;
Wherry, E. John .
IMMUNITY, 2016, 44 (05) :1052-1068
[5]   IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade [J].
Ayers, Mark ;
Lunceford, Jared ;
Nebozhyn, Michael ;
Murphy, Erin ;
Loboda, Andrey ;
Kaufman, David R. ;
Albright, Andrew ;
Cheng, Jonathan D. ;
Kang, S. Peter ;
Shankaran, Veena ;
Piha-Paul, Sarina A. ;
Yearley, Jennifer ;
Seiwert, Tanguy Y. ;
Ribas, Antoni ;
McClanahan, Terrill K. .
JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) :2930-2940
[6]   Nivolumab versus Docetaxel in Advanced Nonsquamous Non-Small-Cell Lung Cancer [J].
Borghaei, H. ;
Paz-Ares, L. ;
Horn, L. ;
Spigel, D. R. ;
Steins, M. ;
Ready, N. E. ;
Chow, L. Q. ;
Vokes, E. E. ;
Felip, E. ;
Holgado, E. ;
Barlesi, F. ;
Kohlhaeufl, M. ;
Arrieta, O. ;
Burgio, M. A. ;
Fayette, J. ;
Lena, H. ;
Poddubskaya, E. ;
Gerber, D. E. ;
Gettinger, S. N. ;
Rudin, C. M. ;
Rizvi, N. ;
Crino, L. ;
Blumenschein, G. R. ;
Antonia, S. J. ;
Dorange, C. ;
Harbison, C. T. ;
Finckenstein, F. Graf ;
Brahmer, J. R. .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 373 (17) :1627-1639
[7]   Epithelial-Mesenchymal Transition and Immune Evasion during Lung Cancer Progression: The Chicken or the Egg? [J].
Datar, Ila ;
Schalper, Kurt A. .
CLINICAL CANCER RESEARCH, 2016, 22 (14) :3422-3424
[8]   Somatic mutations affect key pathways in lung adenocarcinoma [J].
Ding, Li ;
Getz, Gad ;
Wheeler, David A. ;
Mardis, Elaine R. ;
McLellan, Michael D. ;
Cibulskis, Kristian ;
Sougnez, Carrie ;
Greulich, Heidi ;
Muzny, Donna M. ;
Morgan, Margaret B. ;
Fulton, Lucinda ;
Fulton, Robert S. ;
Zhang, Qunyuan ;
Wendl, Michael C. ;
Lawrence, Michael S. ;
Larson, David E. ;
Chen, Ken ;
Dooling, David J. ;
Sabo, Aniko ;
Hawes, Alicia C. ;
Shen, Hua ;
Jhangiani, Shalini N. ;
Lewis, Lora R. ;
Hall, Otis ;
Zhu, Yiming ;
Mathew, Tittu ;
Ren, Yanru ;
Yao, Jiqiang ;
Scherer, Steven E. ;
Clerc, Kerstin ;
Metcalf, Ginger A. ;
Ng, Brian ;
Milosavljevic, Aleksandar ;
Gonzalez-Garay, Manuel L. ;
Osborne, John R. ;
Meyer, Rick ;
Shi, Xiaoqi ;
Tang, Yuzhu ;
Koboldt, Daniel C. ;
Lin, Ling ;
Abbott, Rachel ;
Miner, Tracie L. ;
Pohl, Craig ;
Fewell, Ginger ;
Haipek, Carrie ;
Schmidt, Heather ;
Dunford-Shore, Brian H. ;
Kraja, Aldi ;
Crosby, Seth D. ;
Sawyer, Christopher S. .
NATURE, 2008, 455 (7216) :1069-1075
[9]   Normalization of mass cytometry data with bead standards [J].
Finck, Rachel ;
Simonds, Erin F. ;
Jager, Astraea ;
Krishnaswamy, Smita ;
Sachs, Karen ;
Fantl, Wendy ;
Pe'er, Dana ;
Nolan, Garry P. ;
Bendall, Sean C. .
CYTOMETRY PART A, 2013, 83A (05) :483-+
[10]   EGFR Mutations and ALK Rearrangements Are Associated with Low Response Rates to PD-1 Pathway Blockade in Non-Small Cell Lung Cancer: A Retrospective Analysis [J].
Gainor, Justin F. ;
Shaw, Alice T. ;
Sequist, Lecia V. ;
Fu, Xiujun ;
Azzoli, Christopher G. ;
Piotrowska, Zofia ;
Huynh, Tiffany G. ;
Zhao, Ling ;
Fulton, Linnea ;
Schultz, Katherine R. ;
Howe, Emily ;
Farago, Anna F. ;
Sullivan, Ryan J. ;
Stone, James R. ;
Digumarthy, Subba ;
Moran, Teresa ;
Hata, Aaron N. ;
Yagi, Yukako ;
Yeap, Beow Y. ;
Engelman, Jeffrey A. ;
Mino-Kenudson, Mari .
CLINICAL CANCER RESEARCH, 2016, 22 (18) :4585-4593