TIME (Tumor Immunity in the MicroEnvironment) classification based on tumor CD274 (PD-L1) expression status and tumor-infiltrating lymphocytes in colorectal carcinomas

被引:53
|
作者
Hamada, Tsuyoshi [1 ,2 ]
Soong, Thing Rinda [2 ,3 ]
Masugi, Yohei [1 ,2 ]
Kosumi, Keisuke [1 ,2 ]
Nowak, Jonathan A. [2 ,3 ]
da Silva, Annacarolina [1 ,2 ]
Mu, Xinmeng Jasmine [2 ,4 ,5 ,6 ]
Twombly, Tyler S. [1 ,2 ]
Koh, Hideo [1 ,2 ]
Yang, Juhong [2 ,4 ,7 ,8 ]
Song, Mingyang [2 ,9 ,10 ,11 ]
Liu, Li [1 ,2 ,11 ,12 ,13 ]
Gu, Mancang [1 ,2 ,14 ]
Shi, Yan [1 ,2 ,15 ]
Nosho, Katsuhiko [16 ]
Morikawa, Teppei [17 ]
Inamura, Kentaro [18 ]
Shukla, Sachet A. [2 ,4 ,5 ]
Wu, Catherine J. [2 ,4 ,5 ,6 ]
Garraway, Levi A. [2 ,4 ,5 ,6 ]
Zhang, Xuehong [2 ,19 ]
Wu, Kana [2 ,11 ,19 ,20 ]
Meyerhardt, Jeffrey A. [2 ,4 ]
Chan, Andrew T. [2 ,9 ,10 ,19 ]
Glickman, Jonathan N. [21 ]
Rodig, Scott J. [1 ,2 ,22 ]
Freeman, Gordon J. [2 ,4 ,6 ]
Fuchs, Charles S. [23 ,24 ,25 ]
Nishihara, Reiko [1 ,2 ,3 ,11 ,20 ,26 ]
Giannakis, Marios [2 ,4 ,5 ,6 ]
Ogino, Shuji [1 ,2 ,3 ,5 ,20 ]
机构
[1] Dana Farber Canc Inst, Dept Oncol Pathol, Boston, MA 02115 USA
[2] Harvard Med Sch, Boston, MA USA
[3] Brigham & Womens Hosp, Dept Pathol, Program MPE Mol Pathol Epidemiol, 75 Francis St, Boston, MA 02115 USA
[4] Dana Farber Canc Inst, Dept Med Oncol, 450 Brookline Ave,Room D1220, Boston, MA 02215 USA
[5] Broad Inst Massachusetts Inst Technol & Harvard, Cambridge, MA USA
[6] Brigham & Womens Hosp, Dept Med, 75 Francis St, Boston, MA 02115 USA
[7] Tianjin Med Univ, Metab Dis Hosp, Minist Hlth, Collaborat Innovat Ctr Tianjin Med Epigenet,Key L, Tianjin, Peoples R China
[8] Tianjin Med Univ, Tianjin Inst Endocrinol, Tianjin, Peoples R China
[9] Massachusetts Gen Hosp, Clin & Translat Epidemiol Unit, Boston, MA 02114 USA
[10] Massachusetts Gen Hosp, Div Gastroenterol, Boston, MA 02114 USA
[11] Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA USA
[12] Huazhong Univ Sci & Technol, Dept Epidemiol & Biostat, Wuhan, Hubei, Peoples R China
[13] Huazhong Univ Sci & Technol, Minist Educ, Key Lab Environm & Hlth, Sch Publ Hlth, Wuhan, Hubei, Peoples R China
[14] Zhejiang Chinese Med Univ, Coll Pharm, Hangzhou, Zhejiang, Peoples R China
[15] Chinese Peoples Liberat Army Gen Hosp, Dept Med Oncol, Beijing, Peoples R China
[16] Sapporo Med Univ, Sch Med, Dept Gastroenterol Rheumatol & Clin Immunol, Sapporo, Hokkaido, Japan
[17] Univ Tokyo, Grad Sch Med, Dept Pathol, Tokyo, Japan
[18] Japanese Fdn Canc Res, Inst Canc, Div Pathol, Tokyo, Japan
[19] Brigham & Womens Hosp, Dept Med, Channing Div Network Med, 75 Francis St, Boston, MA 02115 USA
[20] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
[21] Beth Israel Deaconess Med Ctr, Dept Pathol, 330 Brookline Ave, Boston, MA 02215 USA
[22] Brigham & Womens Hosp, Dept Pathol, 75 Francis St, Boston, MA 02115 USA
[23] Yale Canc Ctr, New Haven, CT USA
[24] Yale Sch Med, Dept Med, New Haven, CT USA
[25] Smilow Canc Hosp, New Haven, CT USA
[26] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USA
来源
ONCOIMMUNOLOGY | 2018年 / 7卷 / 07期
基金
美国国家卫生研究院; 日本学术振兴会;
关键词
Adaptive immunity; biomarkers; cohort studies; colorectal neoplasms; immunology; immunotherapy; molecular pathological epidemiology; survival analysis; T-lymphocytes; tumor microenvironment; ISLAND METHYLATOR PHENOTYPE; MOLECULAR PATHOLOGICAL EPIDEMIOLOGY; T-CELL INFILTRATION; MICROSATELLITE INSTABILITY; CHECKPOINT BLOCKADE; MISMATCH REPAIR; CANCER-IMMUNOTHERAPY; BRAF MUTATION; SOLID TUMORS; COLON-CANCER;
D O I
10.1080/2162402X.2018.1442999
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Inhibitors targeting the PDCD1 (programmed cell death 1, PD-1) immune checkpoint pathway have revolutionized cancer treatment strategies. The TIME (Tumor Immunity in the MicroEnvironment) classification based on tumor CD274 (PDCD1 ligand 1, PD-L1) expression and tumor-infiltrating lymphocytes (TIL) has been proposed to predict response to immunotherapy. It remains to be determined clinical, pathological, and molecular features of TIME subtypes of colorectal cancer. Using 812 colon and rectal carcinoma cases from the Nurses' Health Study and Health Professionals Follow-up Study, we examined the association of tumor characteristics and survival outcomes with four TIME subtypes (TIME 1, CD274(low)/TILabsent; TIME 2, CD274(high)/TILpresent; TIME 3, CD274(low)/TILpresent; and TIME 4, CD274(high)/TILabsent). In survival analyses, Cox proportional hazards models were adjusted for potential confounders, including microsatellite instability (MSI) status, CpG island methylator phenotype (CIMP) status, LINE-1 methylation level, and KRAS, BRAF, and PIK3CA mutation status. TIME subtypes 1, 2, 3 and 4 had 218 (27%), 117 (14%), 103 (13%), and 374 (46%) colorectal cancer cases, respectively. Compared with TIL-absent subtypes (TIME 1 and 4), TIL-present subtypes (TIME 2 and 3) were associated with high-level MSI, high-degree CIMP, BRAF mutation, and higher amounts of neoantigens (p < 0.001). TIME subtypes were not significantly associated with colorectal cancer-specific or overall survival. In conclusion, TIL-present TIME subtypes of colorectal cancer are associated with high levels of MSI and neoantigen load, supporting better responsiveness to cancer immunotherapy. Further studies examining tumor molecular alterations and additional factors in the tumor microenvironment may inform development of immunoprevention and immunotherapy strategies.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Prognostic implication of CD274 (PD-L1) protein expression in tumor-infiltrating immune cells for microsatellite unstable and stable colorectal cancer
    Lee, Kyu Sang
    Kwak, Yoonjin
    Ahn, Soyeon
    Shin, Eun
    Oh, Heung-Kwon
    Kim, Duck-Woo
    Kang, Sung-Bum
    Choe, Gheeyoung
    Kim, Woo Ho
    Lee, Hye Seung
    CANCER IMMUNOLOGY IMMUNOTHERAPY, 2017, 66 (07) : 927 - 939
  • [2] Prognostic implication of CD274 (PD-L1) protein expression in tumor-infiltrating immune cells for microsatellite unstable and stable colorectal cancer
    Kyu Sang Lee
    Yoonjin Kwak
    Soyeon Ahn
    Eun Shin
    Heung-Kwon Oh
    Duck-Woo Kim
    Sung-Bum Kang
    Gheeyoung Choe
    Woo Ho Kim
    Hye Seung Lee
    Cancer Immunology, Immunotherapy, 2017, 66 : 927 - 939
  • [3] Inverse relationship between Fusobacterium nucleatum amount and tumor CD274 (PD-L1) expression in colorectal carcinoma
    Ugai, Tomotaka
    Shimizu, Takashi
    Kawamura, Hidetaka
    Ugai, Satoko
    Takashima, Yasutoshi
    Usui, Genki
    Vayrynen, Juha P.
    Okadome, Kazuo
    Haruki, Koichiro
    Akimoto, Naohiko
    Masugi, Yohei
    da Silva, Annacarolina
    Mima, Kosuke
    Zhang, Xuehong
    Chan, Andrew T.
    Wang, Molin
    Garrett, Wendy S.
    Freeman, Gordon J.
    Meyerhardt, Jeffrey A.
    Nowak, Jonathan A.
    Song, Mingyang
    Giannakis, Marios
    Ogino, Shuji
    CLINICAL & TRANSLATIONAL IMMUNOLOGY, 2023, 12 (08)
  • [4] Aspirin Use and Colorectal Cancer Survival According to Tumor CD274 (Programmed Cell Death 1 Ligand 1) Expression Status
    Hamada, Tsuyoshi
    Cao, Yin
    Qian, Zhi Rong
    Masugi, Yohei
    Nowak, Jonathan A.
    Yang, Juhong
    Song, Mingyang
    Mima, Kosuke
    Kosumi, Keisuke
    Liu, Li
    Shi, Yan
    da Silva, Annacarolina
    Gu, Mancang
    Li, Wanwan
    Keum, NaNa
    Zhang, Xuehong
    Wu, Kana
    Meyerhardt, Jeffrey A.
    Giovannucci, Edward L.
    Giannakis, Marios
    Rodig, Scott J.
    Freeman, Gordon J.
    Nevo, Daniel
    Wang, Molin
    Chan, Andrew T.
    Fuchs, Charles S.
    Nishihara, Reiko
    Ogino, Shuji
    JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (16) : 1836 - +
  • [5] Prevalence of tumor-infiltrating lymphocytes and PD-L1 expression in the soft tissue sarcoma microenvironment
    D'Angelo, Sandra P.
    Shoushtari, Alexander N.
    Agaram, Narasimhan P.
    Kuk, Deborah
    Qin, Li-Xuan
    Carvajal, Richard D.
    Dickson, Mark A.
    Gounder, Mrinal
    Keohan, Mary Louise
    Schwartz, Gary K.
    Tap, William D.
    HUMAN PATHOLOGY, 2015, 46 (03) : 357 - 365
  • [6] Comprehensive analysis of PD-L1 expression, tumor-infiltrating lymphocytes, and tumor microenvironment in LUAD: differences between Asians and Caucasians
    Bie, Fenglong
    Tian, He
    Sun, Nan
    Zang, Ruochuan
    Zhang, Moyan
    Song, Peng
    Liu, Lei
    Peng, Yue
    Bai, Guangyu
    Zhou, Bolun
    Gao, Shugeng
    CLINICAL EPIGENETICS, 2021, 13 (01)
  • [7] Tumour CD274 (PD-L1) expression and T cells in colorectal cancer
    Masugi, Yohei
    Nishihara, Reiko
    Yang, Juhong
    Mima, Kosuke
    da Silva, Annacarolina
    Shi, Yan
    Inamura, Kentaro
    Cao, Yin
    Song, Mingyang
    Nowak, Jonathan A.
    Liao, Xiaoyun
    Nosho, Katsuhiko
    Chan, Andrew T.
    Giannakis, Marios
    Bass, Adam J.
    Hodi, F. Stephen
    Freeman, Gordon J.
    Rodig, Scott
    Fuchs, Charles S.
    Qian, Zhi Rong
    Ogino, Shuji
    GUT, 2017, 66 (08) : 1463 - 1473
  • [8] PD-L1 Expression and Tumor-Infiltrating Lymphocytes in Thymic Epithelial Neoplasms
    Higuchi, Rumi
    Goto, Taichiro
    Hirotsu, Yosuke
    Nakagomi, Takahiro
    Yokoyama, Yujiro
    Otake, Sotaro
    Amemiya, Kenji
    Oyama, Toshio
    Omata, Masao
    JOURNAL OF CLINICAL MEDICINE, 2019, 8 (11)
  • [9] Association of PIK3CA mutation and PTEN loss with expression of CD274 (PD-L1) in colorectal carcinoma
    Ugai, Tomotaka
    Zhao, Melissa
    Shimizu, Takashi
    Akimoto, Naohiko
    Shi, Shanshan
    Takashima, Yasutoshi
    Zhong, Rong
    Lau, Mai Chan
    Haruki, Koichiro
    Arima, Kota
    Fujiyoshi, Kenji
    Langworthy, Benjamin
    Masugi, Yohei
    da Silva, Annacarolina
    Nosho, Katsuhiko
    Baba, Yoshifumi
    Song, Mingyang
    Chan, Andrew T.
    Wang, Molin
    Meyerhardt, Jeffrey A.
    Giannakis, Marios
    Vayrynen, Juha P.
    Nowak, Jonathan A.
    Ogino, Shuji
    ONCOIMMUNOLOGY, 2021, 10 (01):
  • [10] Characterizing the immune microenvironment of malignant peripheral nerve sheath tumor by PD-L1 expression and presence of CD8+tumor infiltrating lymphocytes
    Shurell, Elizabeth
    Singh, Arun S.
    Crompton, Joseph G.
    Jensen, Sarah
    Li, Yunfeng
    Dry, Sarah
    Nelson, Scott
    Chmielowski, Bartosz
    Bernthal, Nicholas
    Federman, Noah
    Tumeh, Paul
    Eilber, Fritz C.
    ONCOTARGET, 2016, 7 (39) : 64300 - 64308