Clinical Impact of Immune Cells and Their Spatial Interactions in Diffuse Large B-Cell Lymphoma Microenvironment

被引:34
作者
Autio, Matias [1 ,2 ,3 ]
Leivonen, Suvi-Katri [1 ,2 ,3 ]
Bruck, Oscar [4 ,5 ,6 ,7 ]
Karjalainen-Lindsberg, Marja-Liisa [8 ]
Pellinen, Teijo [9 ]
Leppa, Sirpa [1 ,2 ,3 ]
机构
[1] Univ Helsinki, Fac Med, Res Program Unit, Appl Tumor Genom, Helsinki, Finland
[2] Helsinki Univ Hosp, Dept Oncol, Comprehens Canc Ctr, Helsinki, Finland
[3] iCAN Digital Precis Canc Med Flagship, Helsinki, Finland
[4] Univ Helsinki, Hematol Res Unit Helsinki, Helsinki, Finland
[5] Helsinki Univ Hosp, Comprehens Canc Ctr, Helsinki, Finland
[6] Univ Helsinki, Translat Immunol Res Program, Helsinki, Finland
[7] Helsinki Univ Hosp, Dept Hematol, Comprehens Canc Ctr, Helsinki, Finland
[8] Helsinki Univ Hosp, Dept Pathol, Helsinki, Finland
[9] Inst Mol Med Finland FIMM, Helsinki, Finland
基金
芬兰科学院;
关键词
TUMOR-ASSOCIATED MACROPHAGES; ANALYSIS REVEALS; GENE SIGNATURES; PHASE-II; EXPRESSION; SURVIVAL; PEMBROLIZUMAB; MECHANISMS; BLOCKADE; SAFETY;
D O I
10.1158/1078-0432.CCR-21-3140
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Tumor-infiltrating immune cells have prognostic sig-nificance and are attractive therapeutic targets. Yet, the clinical significance of their spatial organization and phenotype in diffuse large B-cell lymphoma (DLBCL) is unclear. Experimental Design: We characterized T cells, macrophages, and their spatial interactions by multiplex IHC (mIHC) in 178 patients with DLBCL and correlated the data with patient demo-graphics and survival. We validated the findings on gene expression data from two external DLBCL cohorts comprising 633 patients. Results: Macrophage and T-cell contents divided the samples into T cell-inflamed (60%) and noninflamed (40%) subgroups. The T cell-inflamed lymphoma microenvironment (LME) was also rich in other immune cells, defining immune hot phenotype, which did not as such correlate with outcome. However, when we divided the patients according to T-cell and macrophage contents, LME char-acterized by high T-cell/low macrophage content or a correspond-ing gene signature was associated with superior survival [5-year overall survival (OS): 92.3% vs. 74.4%, P = 0.036; 5-year progres-sion-free survival (PFS): 92.6% vs. 69.8%, P = 0.012]. High pro-portion of PD -L1-and TIM3-expressing CD163- macrophages in the T cell-inflamed LME defined a group of patients with poor outcome [OS: HR = 3.22, 95% confidence interval (CI), 1.63-6.37, P-adj = 0.011; PFS: HR = 2.76, 95% CI, 1.44-5.28, P-adj = 0.016]. Furthermore, PD-L1 and PD-1 were enriched on macrophages interacting with T cells. Conclusions: Our data demonstrate that the interplay between macrophages and T cells in the DLBCL LME is immune checkpoint dependent and clinically meaningful.
引用
收藏
页码:781 / 792
页数:12
相关论文
共 51 条
[1]   Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling [J].
Alizadeh, AA ;
Eisen, MB ;
Davis, RE ;
Ma, C ;
Lossos, IS ;
Rosenwald, A ;
Boldrick, JG ;
Sabet, H ;
Tran, T ;
Yu, X ;
Powell, JI ;
Yang, LM ;
Marti, GE ;
Moore, T ;
Hudson, J ;
Lu, LS ;
Lewis, DB ;
Tibshirani, R ;
Sherlock, G ;
Chan, WC ;
Greiner, TC ;
Weisenburger, DD ;
Armitage, JO ;
Warnke, R ;
Levy, R ;
Wilson, W ;
Grever, MR ;
Byrd, JC ;
Botstein, D ;
Brown, PO ;
Staudt, LM .
NATURE, 2000, 403 (6769) :503-511
[2]   Nivolumab for Relapsed/Refractory Diffuse Large B-Cell Lymphoma in Patients Ineligible for or Having Failed Autologous Transplantation: A Single-Arm, Phase II Study [J].
Ansell, Stephen M. ;
Minnema, Monique C. ;
Johnson, Peter ;
Timmerman, John M. ;
Armand, Philippe ;
Shipp, Margaret A. ;
Rodig, Scott J. ;
Ligon, Azra H. ;
Roemer, Margaretha G. M. ;
Reddy, Nishitha ;
Cohen, Jonathon B. ;
Assouline, Sarit ;
Poon, Michelle ;
Sharma, Manish ;
Kato, Kazunobu ;
Samakoglu, Selda ;
Sumbul, Anne ;
Grigg, Andrew .
JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (06) :481-+
[3]   PD-1 Blockade with Nivolumab in Relapsed or Refractory Hodgkin's Lymphoma [J].
Ansell, Stephen M. ;
Lesokhin, Alexander M. ;
Borrello, Ivan ;
Halwani, Ahmad ;
Scott, Emma C. ;
Gutierrez, Martin ;
Schuster, Stephen J. ;
Millenson, Michael M. ;
Cattry, Deepika ;
Freeman, Gordon J. ;
Rodig, Scott J. ;
Chapuy, Bjoern ;
Ligon, Azra H. ;
Zhu, Lili ;
Grosso, Joseph F. ;
Kim, Su Young ;
Timmerman, John M. ;
Shipp, Margaret A. ;
Armand, Philippe .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (04) :311-319
[4]   Immune cell constitution in the tumor microenvironment predicts the outcome in diffuse large B-cell lymphoma [J].
Autio, Matias ;
Leivonen, Suvi-Katri ;
Brueck, Oscar ;
Mustjoki, Satu ;
Jorgensen, Judit Meszaros ;
Karjalainen-Lindsberg, Marja-Liisa ;
Beiske, Klaus ;
Holte, Harald ;
Pellinen, Teijo ;
Leppa, Sirpa .
HAEMATOLOGICA, 2021, 106 (03) :718-729
[5]   ilastik: interactive machine learning for (bio) image analysis [J].
Berg, Stuart ;
Kutra, Dominik ;
Kroeger, Thorben ;
Straehle, Christoph N. ;
Kausler, Bernhard X. ;
Haubold, Carsten ;
Schiegg, Martin ;
Ales, Janez ;
Beier, Thorsten ;
Rudy, Markus ;
Eren, Kemal ;
Cervantes, Jaime I. ;
Xu, Buote ;
Beuttenmueller, Fynn ;
Wolny, Adrian ;
Zhang, Chong ;
Koethe, Ullrich ;
Hamprecht, Fred A. ;
Kreshuk, Anna .
NATURE METHODS, 2019, 16 (12) :1226-1232
[6]   Systems pathology by multiplexed immunohistochemistry and whole-slide digital image analysis [J].
Blom, Sami ;
Paavolainen, Lassi ;
Bychkov, Dmitrii ;
Turkki, Riku ;
Maki-Teeri, Petra ;
Hemmes, Annabrita ;
Valimaki, Katja ;
Lundin, Johan ;
Kallioniemi, Olli ;
Pellinen, Teijo .
SCIENTIFIC REPORTS, 2017, 7
[7]   Mechanisms and effects of loss of human leukocyte antigen class II expression in immune-privileged site-associated B-cell lymphoma [J].
Booman, M ;
Douwes, J ;
Glas, AM ;
Riemersma, SA ;
Jordanova, ES ;
Kok, K ;
Rosenwald, A ;
de Jong, D ;
Schuuring, E ;
Kluin, PM .
CLINICAL CANCER RESEARCH, 2006, 12 (09) :2698-2705
[8]   Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients [J].
Bruck, Oscar ;
Lee, Moon Hee ;
Turkki, Riku ;
Uski, Ilona ;
Penttila, Patrick ;
Paavolainen, Lassi ;
Kovanen, Panu ;
Jarvinen, Petrus ;
Bono, Petri ;
Pellinen, Teijo ;
Mustjoki, Satu ;
Kreutzman, Anna .
MODERN PATHOLOGY, 2021, 34 (12) :2229-2241
[9]   High expression of tumor-infiltrating macrophages correlates with poor prognosis in patients with diffuse large B-cell lymphoma [J].
Cai, Qi-chun ;
Liao, Hong ;
Lin, Su-xia ;
Xia, Yi ;
Wang, Xiao-xaio ;
Gao, Yan ;
Lin, Ze-xiao ;
Lu, Jia-bin ;
Huang, Hui-qiang .
MEDICAL ONCOLOGY, 2012, 29 (04) :2317-2322
[10]   Topological analysis reveals a PD-L1-associated microenvironmental niche for Reed-Sternberg cells in Hodgkin lymphoma [J].
Carey, Christopher D. ;
Gusenleitner, Daniel ;
Lipschitz, Mikel ;
Roemer, Margaretha G. M. ;
Stack, Edward C. ;
Gjini, Evisa ;
Hu, Xihao ;
Redd, Robert ;
Freeman, Gordon J. ;
Neuberg, Donna ;
Hodi, F. Stephen ;
Liu, Xiaole Shirley ;
Shipp, Margaret A. ;
Rodig, Scott J. .
BLOOD, 2017, 130 (22) :2420-2430