The association between CD8+tumor-infiltrating lymphocytes and the clinical outcome of cancer immunotherapy: A systematic review and meta-analysis

被引:243
作者
Li, Feng [1 ,2 ]
Li, Caichen [1 ,2 ]
Cai, Xiuyu [3 ]
Xie, Zhanhong [2 ,4 ]
Zhou, Liquan [1 ,2 ,5 ]
Cheng, Bo [1 ,2 ]
Zhong, Ran [1 ,2 ]
Xiong, Shan [1 ,2 ]
Li, Jianfu [1 ,2 ]
Chen, Zhuxing [1 ,2 ]
Yu, Ziwen [1 ,2 ]
He, Jianxing [1 ,2 ]
Liang, Wenhua [1 ,2 ]
机构
[1] Guangzhou Med Univ, Affiliated Hosp 1, Dept Thorac Surg & Oncol, China State Key Lab Resp Dis, Guangzhou, Peoples R China
[2] Natl Clin Res Ctr Resp Dis, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Canc Ctr, Collaborat Innovat Ctr Canc Med, Dept Gen Internal Med,State Key Lab Oncol South C, Guangzhou, Peoples R China
[4] Guangzhou Med Univ, Affiliated Hosp 1, Dept Resp Med, State Key Lab Resp Dis, Guangzhou, Peoples R China
[5] Guangzhou Med Univ, Clin Coll 1, Guangzhou, Peoples R China
基金
美国国家科学基金会;
关键词
CD8+tumor infiltrating lymphocytes; Immune checkpoint inhibitors; Cancer; Survival; Biomarker; TUMOR-INFILTRATING LYMPHOCYTES; IMMUNE CELLS; SURVIVAL; ATEZOLIZUMAB; PACLITAXEL; RESISTANCE; PD-L1;
D O I
10.1016/j.eclinm.2021.101134
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The responses of cancer patients to immune checkpoint inhibitors (ICIs) vary in success. CD8+ tumor infiltrating lymphocytes (TILs) play a key role in killing tumor cells. This study aims to evaluate the prognostic role of CD8+ TILs in cancer patients treated with ICIs. Methods: We systematically searched all publications from PubMed, EMBASE, and Cochrane Library until 12 Jul 2021 without any restriction of language or article types. Studies assessing high versus low CD8+ TILs in predicting efficacy and survival of various cancer patients were included. The outcomes included overall sur-vival (OS), progression-free survival (PFS), and objective response rate (ORR). The study protocol is prospec-tively registered on PROSPERO (registration number CRD42021233654). Findings: Findings: A total of 33 studies consisting of 2559 cancer patients were included. The result showed that high CD8+ TILs were significantly associated with better OS (HR, 0.52; 95% confidence interval: 0.41-0.67; p < 0.001), PFS (HR, 0.52; 95% confidence interval: 0.40-0.67; p < 0.001) and ORR (OR, 4.08; 95% confidence interval: 2.73-6.10; p < 0.001) in patients treated with ICIs. Subgroup analyses suggested that patients with high CD8+ TILs had a better clinical benefit, regardless of different treatments (ICI mono ther-apy, or combination therapy), cancer types (NSCLC, melanoma and others), and CD8+ T cells locations (intra-tumor, stroma, and invasive margin). The higher baseline circulating CD8+ T cells from peripheral blood did not contribute to the improved OS (HR, 0.93; 95% confidence interval: 0.67-1.29; p = 0.67) and PFS (HR, 0.89; 95% confidence interval: 0.60-1.32; p = 0.56) compared with the low baseline. Interpretation: Interpretation: Our results suggested that high intra-tumoral, stromal, or invasive marginal, but not circulating CD8+ T cells, can predict treatment outcomes in patients with ICIs therapy across different cancers, in either single-agent ICIs or combination with other therapies. Funding: Funding: China National Science Foundation (Grant No. 82,022,048, 81,871,893), Key Project of Guangzhou Scientific Research Project (Grant No. 201,804,020,030), High-level university construction proj-ect of Guangzhou medical university (Grant No. 20,182,737, 201,721,007, 201,715,907, 2,017,160,107); National key R & D Program (Grant No. 2017YFC0907903 & 2017YFC0112704) and the Guangdong high level hospital construction "reaching peak" plan. (c) 2021 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
引用
收藏
页数:12
相关论文
共 74 条
[1]   Pembrolizumab monotherapy for previously untreated, PD-L1-positive, metastatic triple-negative breast cancer: cohort B of the phase II KEYNOTE-086 study [J].
Adams, S. ;
Loi, S. ;
Toppmeyer, D. ;
Cescon, D. W. ;
De Laurentiis, M. ;
Nanda, R. ;
Winer, E. P. ;
Mukai, H. ;
Tamura, K. ;
Armstrong, A. ;
Liu, M. C. ;
Iwata, H. ;
Ryvo, L. ;
Wimberger, P. ;
Rugo, H. S. ;
Tan, A. R. ;
Jia, L. ;
Ding, Y. ;
Karantza, V. ;
Schmid, P. .
ANNALS OF ONCOLOGY, 2019, 30 (03) :405-411
[2]   Atezolizumab Plus nab-Paclitaxel in the Treatment of Metastatic Triple-Negative Breast Cancer With 2-Year Survival Follow-up A Phase 1b Clinical Trial [J].
Adams, Sylvia ;
Diamond, Jennifer R. ;
Hamilton, Erika ;
Pohlmann, Paula R. ;
Tolaney, Sara M. ;
Chang, Ching-Wei ;
Zhang, Wei ;
Iizuka, Koho ;
Foster, Paul G. ;
Molinero, Luciana ;
Funke, Roel ;
Powderly, John .
JAMA ONCOLOGY, 2019, 5 (03) :334-342
[3]   Prognostic effect of epithelial and stromal lymphocyte infiltration in non-small cell lung cancer [J].
Al-Shibli, Khalid I. ;
Donnem, Tom ;
Al-Saad, Samer ;
Persson, Magnus ;
Bremnes, Roy M. ;
Busund, Lill-Tove .
CLINICAL CANCER RESEARCH, 2008, 14 (16) :5220-5227
[4]   Automated image analysis of NSCLC biopsies to predict response to anti-PD-L1 therapy [J].
Althammer, Sonja ;
Tan, Tze Heng ;
Spitzmuller, Andreas ;
Rognoni, Lorenz ;
Wiestler, Tobias ;
Herz, Thomas ;
Widmaier, Moritz ;
Rebelatto, Marlon C. ;
Kaplon, Helene ;
Damotte, Diane ;
Alifano, Marco ;
Hammond, Scott A. ;
Dieu-Nosjean, Marie-Caroline ;
Ranade, Koustubh ;
Schmidt, Guenter ;
Higgs, Brandon W. ;
Steele, Keith E. .
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2019, 7
[5]  
AWt MacFarlane, 2021, CANCER IMMUNOL IMMUN
[6]   Tumor-infiltrating immune cells as potential biomarkers predicting response to treatment and survival in patients with metastatic melanoma receiving ipilimumab therapy [J].
Balatoni, Timea ;
Mohos, Anita ;
Papp, Eszter ;
Sebestyen, Timea ;
Liszkay, Gabriella ;
Olah, Judit ;
Varga, Anita ;
Lengyel, Zsuzsanna ;
Emri, Gabriella ;
Gaudi, Istvan ;
Ladanyi, Andrea .
CANCER IMMUNOLOGY IMMUNOTHERAPY, 2018, 67 (01) :141-151
[7]   Understanding the tumor immune microenvironment (TIME) for effective therapy [J].
Binnewies, Mikhail ;
Roberts, Edward W. ;
Kersten, Kelly ;
Chan, Vincent ;
Fearon, Douglas F. ;
Merad, Miriam ;
Coussens, Lisa M. ;
Gabrilovich, Dmitry I. ;
Ostrand-Rosenberg, Suzanne ;
Hedrick, Catherine C. ;
Vonderheide, Robert H. ;
Pittet, Mikael J. ;
Jain, Rakesh K. ;
Zou, Weiping ;
Howcroft, T. Kevin ;
Woodhouse, Elisa C. ;
Weinberg, Robert A. ;
Krummel, Matthew F. .
NATURE MEDICINE, 2018, 24 (05) :541-550
[8]   The immune contexture and Immunoscore in cancer prognosis and therapeutic efficacy [J].
Bruni, Daniela ;
Angell, Helen K. ;
Galon, Jerome .
NATURE REVIEWS CANCER, 2020, 20 (11) :662-680
[9]   The Identity of Human Tissue-Emigrant CD8+ T Cells [J].
Buggert, Marcus ;
Vella, Laura A. ;
Nguyen, Son ;
Wu, Vincent H. ;
Chen, Zeyu ;
Sekine, Takuya ;
Perez-Potti, Andre ;
Maldini, Colby R. ;
Manne, Sasikanth ;
Darko, Samuel ;
Ransier, Amy ;
Kuri-Cervantes, Leticia ;
Japp, Alberto Sada ;
Brody, Irene Bukh ;
Ivarsson, Martin A. ;
Gorin, Jean-Baptiste ;
Rivera-Ballesteros, Olga ;
Hertwig, Laura ;
Antel, Jack P. ;
Johnson, Matthew E. ;
Okoye, Afam ;
Picker, Louis ;
Vahedi, Golnaz ;
Sparrelid, Ernesto ;
Llewellyn-Lacey, Sian ;
Gostick, Emma ;
Sandberg, Johan K. ;
Bjorkstrom, Niklas ;
Bar-Or, Amit ;
Dori, Yoav ;
Naji, Ali ;
Canaday, David H. ;
Laufer, Terri M. ;
Wells, Andrew D. ;
Price, David A. ;
Frank, Ian ;
Douek, Daniel C. ;
Wherry, E. John ;
Itkin, Maxim G. ;
Betts, Michael R. .
CELL, 2020, 183 (07) :1946-+
[10]   Frequency of circulating CD8+CD73+T cells is associated with survival in nivolumab-treated melanoma patients [J].
Capone, Mariaelena ;
Fratangelo, Federica ;
Giannarelli, Diana ;
Sorrentino, Claudia ;
Turiello, Roberta ;
Zanotta, Serena ;
Galati, Domenico ;
Madonna, Gabriele ;
Tuffanelli, Marilena ;
Scarpato, Luigi ;
Grimaldi, Antonio M. ;
Esposito, Assunta ;
Azzaro, Rosa ;
Pinto, Antonio ;
Cavalcanti, Ernesta ;
Pinto, Aldo ;
Morello, Silvana ;
Ascierto, Paolo A. .
JOURNAL OF TRANSLATIONAL MEDICINE, 2020, 18 (01)