The immune contexture of primary central nervous system diffuse large B cell lymphoma associates with patient survival and specific cell signaling

被引:31
作者
Alame, Melissa [1 ,2 ,3 ,4 ]
Cornillot, Emmanuel [1 ,3 ,4 ]
Cacheux, Valere [2 ,5 ]
Rigau, Valerie [5 ,6 ]
Costes-Martineau, Valerie [5 ,6 ]
Lacheretz-Szablewski, Vanessa [5 ,6 ]
Colinge, Jacques [1 ,4 ,5 ]
机构
[1] Inst Rech Cancerol Montpellier IRCM, INSERM U1194, Parc Euromed,208 Rue Apothicaires, F-34298 Montpellier, France
[2] Montpellier Univ Hosp, Biol Hematol Dept, St Eloi Hosp, F-34275 Montpellier, France
[3] Univ Montpellier, Fac Pharm, 15 Ave Charles Flahault, F-34093 Montpellier, France
[4] Inst Reg Canc Montpellier ICM, Parc Euromed,208 Rue Apothicaires, F-34298 Montpellier, France
[5] Univ Montpellier, Fac Med, 2 Rue Ecole Med, F-34060 Montpellier, France
[6] Montpellier Univ Hosp, Dept Pathol & Oncol Biol, Gui De Chauliac Hosp, F-34000 Montpellier, France
关键词
PCNSL; immune contexture; bioinformatics; immunotherapy; cellular interactions;
D O I
10.7150/thno.54343
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Rationale: Primary central nervous system diffuse large B-cell lymphoma (PCNSL) is a rare and aggressive entity that resides in an immune-privileged site. The tumor microenvironment (TME) and the disruption of the immune surveillance influence lymphoma pathogenesis and immunotherapy resistance. Despite growing knowledge on heterogeneous therapeutic responses, no comprehensive description of the PCNSL TME is available. We hence investigated the immune subtypes of PCNSL and their association with molecular signaling and survival. Methods: Analysis of PCNSL transcriptomes (sequencing, n = 20; microarrays, n = 34). Integrated correlation analysis and signaling pathway topology enabled us to infer intercellular interactions. Immunohistopathology and digital imaging were used to validate bioinformatic results. Results: Transcriptomics revealed three immune subtypes: immune-rich, poor, and intermediate. The immune-rich subtype was associated to better survival and characterized by hyper-activation of STAT3 signaling and inflammatory signaling, e.g., IFNy and TNF-a, resembling the hot subtype described in primary testicular lymphoma and solid cancer. WNT/P-catenin, HIPPO, and NOTCH signaling were hyper-activated in the immune-poor subtype. HLA down-modulation was clearly associated with a low or intermediate immune infiltration and the absence of T-cell activation. Moreover, HLA class I down-regulation was also correlated with worse survival with implications on immune-intermediate PCNSL that frequently feature reduced HLA expression. A ligand-receptor intercellular network revealed high expression of two immune checkpoints, i.e., CTLA-4/CD86 and TIM-3/LAGLS9. TIM-3 and galectin-9 proteins were clearly upregulated in PCNSL. Conclusion: Altogether, our study reveals that patient stratification according to immune subtypes, HLA status, and immune checkpoint molecule quantification should be considered prior to immune checkpoint inhibitor therapy. Moreover, TIM-3 protein should be considered an axis for future therapeutic development.
引用
收藏
页码:3565 / 3579
页数:15
相关论文
共 70 条
[1]   Characterisation of tumour microenvironment and immune checkpoints in primary central nervous system diffuse large B cell lymphomas [J].
Alame, Melissa ;
Pirel, Marion ;
Costes-Martineau, Valerie ;
Bauchet, Luc ;
Fabbro, Michel ;
Tourneret, Alicia ;
De Oliveira, Laura ;
Durand, Luc ;
Roger, Pascal ;
Gonzalez, Samia ;
Cacheux, Valere ;
Rigau, Valerie ;
Szablewski, Vanessa .
VIRCHOWS ARCHIV, 2020, 476 (06) :891-902
[2]   The molecular landscape and microenvironment of salivary duct carcinoma reveal new therapeutic opportunities [J].
Alame, Melissa ;
Cornillot, Emmanuel ;
Cacheux, Valere ;
Tosato, Guillaume ;
Four, Marion ;
De Oliveira, Laura ;
Gofflot, Stephanie ;
Delvenne, Philippe ;
Turtoi, Evgenia ;
Cabello-Aguilar, Simon ;
Nishiyama, Masahiko ;
Turtoi, Andrei ;
Costes-Martineau, Valerie ;
Colinge, Jacques .
THERANOSTICS, 2020, 10 (10) :4383-4394
[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]  
Bankhead P, 2017, QUPATH OPEN SOURCE S, V7
[5]   Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression [J].
Becht, Etienne ;
Giraldo, Nicolas A. ;
Lacroix, Laetitia ;
Buttard, Benedicte ;
Elarouci, Nabila ;
Petitprez, Florent ;
Selves, Janick ;
Laurent-Puig, Pierre ;
Sautes-Fridman, Catherine ;
Fridman, Wolf H. ;
de Reynies, Aurelien .
GENOME BIOLOGY, 2016, 17
[6]   Mutation load and an effector T-cell gene signature may distinguish immunologically distinct and clinically relevant lymphoma subsets [J].
Bolen, Christopher R. ;
McCord, Ronald ;
Huet, Sarah ;
Frampton, Garrett M. ;
Bourgon, Richard ;
Jardin, Fabrice ;
Dartigues, Peggy ;
Punnoose, Elizabeth A. ;
Szafer-Glusman, Edith ;
Xerri, Luc ;
Sujobert, Pierre ;
Salles, Gilles ;
Venstrom, Jeffrey M. .
BLOOD ADVANCES, 2017, 1 (22) :1884-1890
[7]   Genomic alterations and gene expression in primary diffuse large B-cell lymphomas of immune-privileged sites: the importance of apoptosis and immunomodulatory pathways [J].
Booman, M. ;
Szuhai, K. ;
Rosenwald, A. ;
Hartmann, E. ;
Kluin-Nelemans, H. C. ;
de Jong, D. ;
Schuuring, E. ;
Kluin, P. M. .
JOURNAL OF PATHOLOGY, 2008, 216 (02) :209-217
[8]   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
[9]   Genome-Wide Analysis Uncovers Novel Recurrent Alterations in Primary Central Nervous System Lymphomas [J].
Braggio, Esteban ;
Van Wier, Scott ;
Ojha, Juhi ;
McPhail, Ellen ;
Asmann, Yan W. ;
Egan, Jan ;
da Silva, Jackline Ayres ;
Schiff, David ;
Lopes, M. Beatriz ;
Decker, Paul A. ;
Valdez, Riccardo ;
Tibes, Raoul ;
Eckloff, Bruce ;
Witzig, Thomas E. ;
Stewart, A. Keith ;
Fonseca, Rafael ;
O'Neill, Brian Patrick .
CLINICAL CANCER RESEARCH, 2015, 21 (17) :3986-3994
[10]   Safety and Activity of Anti-PD-L1 Antibody in Patients with Advanced Cancer [J].
Brahmer, Julie R. ;
Tykodi, Scott S. ;
Chow, Laura Q. M. ;
Hwu, Wen-Jen ;
Topalian, Suzanne L. ;
Hwu, Patrick ;
Drake, Charles G. ;
Camacho, Luis H. ;
Kauh, John ;
Odunsi, Kunle ;
Pitot, Henry C. ;
Hamid, Omid ;
Bhatia, Shailender ;
Martins, Renato ;
Eaton, Keith ;
Chen, Shuming ;
Salay, Theresa M. ;
Alaparthy, Suresh ;
Grosso, Joseph F. ;
Korman, Alan J. ;
Parker, Susan M. ;
Agrawal, Shruti ;
Goldberg, Stacie M. ;
Pardoll, Drew M. ;
Gupta, Ashok ;
Wigginton, Jon M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 366 (26) :2455-2465