Immune Monitoring in Melanoma and Urothelial Cancer Patients Treated with Anti-PD-1 Immunotherapy and SBRT Discloses Tumor Specific Immune Signatures

被引:5
作者
Meireson, Annabel [1 ,2 ]
Tavernier, Simon J. [3 ,4 ]
Van Gassen, Sofie [5 ,6 ]
Sundahl, Nora [1 ,7 ]
Demeyer, Annelies [1 ,2 ]
Spaas, Mathieu [1 ,7 ]
Kruse, Vibeke [1 ,8 ]
Ferdinande, Liesbeth [9 ]
Van Dorpe, Jo [1 ,9 ]
Hennart, Benjamin [10 ,11 ]
Allorge, Delphine [10 ,11 ]
Haerynck, Filomeen [3 ]
Decaestecker, Karel [1 ,12 ]
Rottey, Sylvie [1 ]
Saeys, Yvan [1 ,5 ,6 ]
Ost, Piet [1 ,7 ]
Brochez, Lieve [1 ,2 ]
机构
[1] Univ Ghent, Canc Res Inst Ghent CRIG, B-9000 Ghent, Belgium
[2] Ghent Univ Hosp, Dermatol Res Unit, B-9000 Ghent, Belgium
[3] Ghent Univ Hosp, Ctr Primary Immunodeficiency Ghent, Primary Immune Deficiency Res Lab, Dept Internal Med & Pediat,Jeffrey Modell Diag &, B-9000 Ghent, Belgium
[4] VIB Ctr Inflammat Res, Unit Mol Signal Transduct Inflammat, B-9000 Ghent, Belgium
[5] VIB Ctr Inflammat Res, Unit Data Min & Modeling Biomed, B-9000 Ghent, Belgium
[6] Univ Ghent, Dept Appl Math Comp Sci & Stat, B-9000 Ghent, Belgium
[7] Ghent Univ Hosp, Dept Radiat Oncol & Expt Canc Res, B-9000 Ghent, Belgium
[8] Ghent Univ Hosp, Dept Med Oncol, B-9000 Ghent, Belgium
[9] Ghent Univ Hosp, Dept Pathol, B-9000 Ghent, Belgium
[10] CHU Lille, Unite Fonct Toxicol, F-59000 Lille, France
[11] Univ Lille, ULR 4483 IMPact Environm Chim Sante Humaine IMPEC, F-59000 Lille, France
[12] Ghent Univ Hosp, Dept Urol, B-9000 Ghent, Belgium
关键词
immunotherapy; anti-PD-1; melanoma; urothelial cancer; immune monitoring; blood biomarkers; FDA APPROVAL; T-CELLS; EXPRESSION; MONOTHERAPY; NIVOLUMAB; THERAPY; BURDEN; PD-L1; PEMBROLIZUMAB; MULTICENTER;
D O I
10.3390/cancers13112630
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Currently available biomarkers for response to checkpoint inhibitors are incomplete and predominantly focus on tumor tissue analysis e.g., tumor mutational burden, programmed cell death-ligand 1 (PD-L1) expression. Biomarkers in peripheral blood would allow a more dynamic monitoring and could offer a way for sequential adaptation of treatment strategy. We conducted an in-depth analysis of baseline and on-treatment systemic immune features in a cohort of stage III/IV melanoma and stage IV urothelial cancer (UC) patients treated with anti-programmed cell death-1 (anti-PD-1) therapy combined with stereotactic body radiotherapy (SBRT) in a similar regimen/schedule. Baseline immunity was clearly different between these two cohorts, indicating a less active immune landscape in UC patients. This study also detected signatures of proliferation in the CD8(+) T-cell compartment pre-treatment and early after anti-PD-1 initiation that were positively correlated with clinical outcome in both tumor types. In addition our data support the biological relevance of PD-1/PD-L1 expression on circulating immune cell subsets, especially in melanoma. (1) Background: Blockade of the PD-1/PD-L1 pathway has revolutionized the oncology field in the last decade. However, the proportion of patients experiencing a durable response is still limited. In the current study, we performed an extensive immune monitoring in patients with stage III/IV melanoma and stage IV UC who received anti-PD-1 immunotherapy with SBRT. (2) Methods: In total 145 blood samples from 38 patients, collected at fixed time points before and during treatment, were phenotyped via high-parameter flow cytometry, luminex assay and UPLC-MS/MS. (3) Results: Baseline systemic immunity in melanoma and UC patients was different with a more prominent myeloid compartment and a higher neutrophil to lymphocyte ratio in UC. Proliferation (Ki67(+)) of CD8(+) T-cells and of the PD-1(+)/PD-L1(+) CD8(+) subset at baseline correlated with progression free survival in melanoma. In contrast a higher frequency of PD-1/PD-L1 expressing non-proliferating (Ki67(-)) CD8(+) and CD4(+) T-cells before treatment was associated with worse outcome in melanoma. In UC, the expansion of Ki67(+) CD8(+) T-cells and of the PD-L1(+) subset relative to tumor burden correlated with clinical outcome. (4) Conclusion: This study reveals a clearly different immune landscape in melanoma and UC at baseline, which may impact immunotherapy response. Signatures of proliferation in the CD8(+) T-cell compartment prior to and early after anti-PD-1 initiation were positively correlated with clinical outcome in both cohorts. PD-1/PD-L1 expression on circulating immune cell subsets seems of clinical relevance in the melanoma cohort.
引用
收藏
页数:22
相关论文
共 65 条
[1]   Dendritic cells in human aging [J].
Agrawal, Anshu ;
Agrawal, Sudhanshu ;
Gupta, Sudhir .
EXPERIMENTAL GERONTOLOGY, 2007, 42 (05) :421-426
[2]   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-+
[3]   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
[4]   High neutrophil-to-lymphocyte ratio (NLR) is associated with treatment failure and death in patients who have melanoma treated with PD-1 inhibitor monotherapy [J].
Bartlett, Edmund K. ;
Flynn, Jessica R. ;
Panageas, Katherine S. ;
Ferraro, Richard A. ;
Sta Cruz, Jessica M. ;
Postow, Michael A. ;
Coit, Daniel G. ;
Ariyan, Charlotte E. .
CANCER, 2020, 126 (01) :76-85
[5]   Pembrolizumab as Second-Line Therapy for Advanced Urothelial Carcinoma [J].
Bellmunt, J. ;
de Wit, R. ;
Vaughn, D. J. ;
Fradet, Y. ;
Lee, J. -L. ;
Fong, L. ;
Vogelzang, N. J. ;
Climent, M. A. ;
Petrylak, D. P. ;
Choueiri, T. K. ;
Necchi, A. ;
Gerritsen, W. ;
Gurney, H. ;
Quinn, D. I. ;
Culine, S. ;
Sternberg, C. N. ;
Mai, Y. ;
Poehlein, C. H. ;
Perini, R. F. ;
Bajorin, D. F. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (11) :1015-1026
[6]   Reduced naive CD8+ T-cell priming efficacy in elderly adults [J].
Briceno, Olivia ;
Lissina, Anna ;
Wanke, Kerstin ;
Afonso, Georgia ;
von Braun, Amrei ;
Ragon, Kristanto ;
Miquel, Tiphaine ;
Gostick, Emma ;
Papagno, Laura ;
Stiasny, Karin ;
Price, David A. ;
Mallone, Roberto ;
Sauce, Delphine ;
Karrer, Urs ;
Appay, Victor .
AGING CELL, 2016, 15 (01) :14-21
[7]   Challenging PD-L1 expressing cytotoxic T cells as a predictor for response to immunotherapy in melanoma [J].
Brochez, Lieve ;
Meireson, Annabel ;
Chevolet, Ines ;
Sundahl, Nora ;
Ost, Piet ;
Kruse, Vibeke .
NATURE COMMUNICATIONS, 2018, 9
[8]   The rationale of indoleamine 2,3-dioxygenase inhibition for cancer therapy [J].
Brochez, Lieve ;
Chevolet, Ines ;
Kruse, Vibeke .
EUROPEAN JOURNAL OF CANCER, 2017, 76 :167-182
[9]   Strength of immune selection in tumors varies with sex and age [J].
Castro, Andrea ;
Pyke, Rachel Marty ;
Zhang, Xinlian ;
Thompson, Wesley Kurt ;
Day, Chi-Ping ;
Alexandrov, Ludmil B. ;
Zanetti, Maurizio ;
Carter, Hannah .
NATURE COMMUNICATIONS, 2020, 11 (01)
[10]   Exosomal PD-L1 contributes to immunosuppression and is associated with anti-PD-1 response [J].
Chen, Gang ;
Huang, Alexander C. ;
Zhang, Wei ;
Zhang, Gao ;
Wu, Min ;
Xu, Wei ;
Yu, Zili ;
Yang, Jiegang ;
Wang, Beike ;
Sun, Honghong ;
Xia, Houfu ;
Man, Qiwen ;
Zhong, Wenqun ;
Antelo, Leonardo F. ;
Wu, Bin ;
Xiong, Xuepeng ;
Liu, Xiaoming ;
Guan, Lei ;
Li, Ting ;
Liu, Shujing ;
Yang, Ruifeng ;
Lu, Youtao ;
Dong, Liyun ;
McGettigan, Suzanne ;
Somasundaram, Rajasekharan ;
Radhakrishnan, Ravi ;
Mills, Gordon ;
Lu, Yiling ;
Kim, Junhyong ;
Chen, Youhai H. ;
Dong, Haidong ;
Zhao, Yifang ;
Karakousis, Giorgos C. ;
Mitchell, Tara C. ;
Schuchter, Lynn M. ;
Herlyn, Meenhard ;
Wherry, E. John ;
Xu, Xiaowei ;
Guo, Wei .
NATURE, 2018, 560 (7718) :382-+