The Ratio of Exhausted to Resident Infiltrating Lymphocytes Is Prognostic for Colorectal Cancer Patient Outcome

被引:23
作者
Foroutan, Momeneh [1 ,2 ]
Molania, Ramyar [3 ,4 ]
Pfefferle, Aline [1 ,2 ,5 ]
Behrenbruch, Corina [6 ]
Scheer, Sebastian [1 ,2 ]
Kallies, Axel [7 ]
Speed, Terence P. [3 ,8 ]
Cursons, Joseph [1 ,2 ,5 ]
Huntington, Nicholas D. [1 ,2 ,5 ]
机构
[1] Monash Univ, Biomed Discovery Inst, Level 3,19 Innovat Walk, Clayton, Vic 3800, Australia
[2] Monash Univ, Dept Biochem & Mol Biol, Clayton, Vic, Australia
[3] Walter & Eliza Hall Inst Med Res, Parkville, Vic, Australia
[4] Univ Melbourne, Dept Med Biol, Parkville, Vic, Australia
[5] oNKo innate Pty Ltd, 27 Norwood Crescent, Moonee Ponds, Vic 3039, Australia
[6] Univ Melbourne, Ctr Canc Res, Parkville, Vic, Australia
[7] Univ Melbourne, Dept Microbiol & Immunol, Parkville, Vic, Australia
[8] Univ Melbourne, Sch Math & Stat, Parkville, Vic, Australia
基金
英国医学研究理事会;
关键词
CD8(+) T-CELLS; TRANSCRIPTIONAL PROGRAM; IMMUNE-EVASION; NK CELLS; HETEROGENEITY; INHIBITION; INFECTION; EXCLUSION; SPECTRUM; BLOCKADE;
D O I
10.1158/2326-6066.CIR-21-0137
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Immunotherapy success in colorectal cancer is mainly limited to patients whose tumors exhibit high microsatellite instability (MSI). However, there is variability in treatment outcomes within this group, which is in part driven by the frequency and characteristics of tumor-infiltrating immune cells. Indeed, the presence of specific infiltrating immune-cell subsets has been shown to correlate with immunotherapy response and is in many cases prognostic of treatment outcome. Tumor-infiltrating lymphocytes (TIL) can undergo distinct differentiation programs, acquiring features of tissue-residency or exhaustion, a process during which T cells upregulate inhibitory receptors, such as PD-1, and lose functionality. Although residency and exhaustion programs of CD8+ T cells are relatively well studied, these programs have only recently been appreciated in CD4+ T cells and remain largely unknown in tumor-infiltrating natural killer (NK) cells. In this study, we used single-cell RNA sequencing (RNA-seq) data to identify signatures of residency and exhaustion in colorectal cancer-infiltrating lymphocytes, including CD8+, CD4+, and NK cells. We then tested these signatures in independent single-cell data from tumor and normal tissue-infiltrating immune cells. Furthermore, we used versions of these signatures designed for bulk RNA-seq data to explore tumor-intrinsic mutations associated with residency and exhaustion from TCGA data. Finally, using two independent transcriptomic datasets from patients with colon adenocarcinoma, we showed that combinations of these signatures, in particular combinations of NK-cell activity signatures, together with tumor-associated signatures, such as TGF beta signaling, were associated with distinct survival outcomes in patients with colon adenocarcinoma.
引用
收藏
页码:1125 / 1140
页数:16
相关论文
共 106 条
[1]   PAK4 inhibition improves PD-1 blockade immunotherapy [J].
Abril-Rodriguez, Gabriel ;
Torrejon, Davis Y. ;
Liu, Wei ;
Zaretsky, Jesse M. ;
Nowicki, Theodore S. ;
Tsoi, Jennifer ;
Puig-Saus, Cristina ;
Baselga-Carretero, Ignacio ;
Medina, Egmidio ;
Quist, Michael J. ;
Garcia, Alejandro J. ;
Senapedis, William ;
Baloglu, Erkan ;
Kalbasi, Anusha ;
Cheung-Lau, Gardenia ;
Berent-Maoz, Beata ;
Comin-Anduix, Begona ;
Hu-Lieskovan, Siwen ;
Wang, Cun-Yu ;
Grasso, Catherine S. ;
Ribas, Antoni .
NATURE CANCER, 2020, 1 (01) :46-+
[2]   ImmGen at 15 [J].
Aguilar, Stephanie Vargas ;
Aguilar, Oscar ;
Allan, Rhys ;
Amir, El Ad David ;
Angeli, Veronique ;
Artyomov, Maxim N. ;
Asinovski, Natasha ;
Astarita, Jilian ;
Austen, K. Frank ;
Bajpai, Geetika ;
Barrett, Nora ;
Baysoy, Alev ;
Benoist, Christophe ;
Bellemare-Pelletier, Angelique ;
Berg, Brad ;
Best, Adam ;
Bezman, Natalie ;
Blair, David ;
Blander, Julie M. ;
Bogunovic, Milena ;
Brennan, Patrick ;
Brenner, Michael ;
Brown, Brian ;
Buechler, Matthew ;
Buenrostro, Jason ;
Casanova, Maria Acebes ;
Choi, Kyunghee ;
Chow, Andrew ;
Chudnovskiy, Aleksey ;
Cipoletta, Daniela ;
Cohen, Nadia ;
Collins, James J. ;
Colonna, Marco ;
Cook, Alison ;
Costello, James ;
Cremasco, Viviana ;
Crowl, Ty ;
Crozat, Karine ;
Cruse, Richard ;
D'Angelo, June ;
Dalod, Marc ;
Davis, Scott ;
Demiralp, Cagatay ;
Deng, Tianda ;
Desai, Jigar, V ;
Desland, Fiona ;
Dhainaut, Maxime ;
Ding, Jiarui ;
Doedens, Andrew ;
Dominguez, Claudia .
NATURE IMMUNOLOGY, 2020, 21 (07) :700-703
[3]   Orchestrating single-cell analysis with Bioconductor [J].
Amezquita, Robert A. ;
Lun, Aaron T. L. ;
Becht, Etienne ;
Carey, Vince J. ;
Carpp, Lindsay N. ;
Geistlinger, Ludwig ;
Marini, Federico ;
Rue-Albrecht, Kevin ;
Risso, Davide ;
Soneson, Charlotte ;
Waldron, Levi ;
Pages, Herve ;
Smith, Mike L. ;
Huber, Wolfgang ;
Morgan, Martin ;
Gottardo, Raphael ;
Hicks, Stephanie C. .
NATURE METHODS, 2020, 17 (02) :137-145
[4]   DNA mismatch repair in cancer [J].
Baretti, Marina ;
Le, Dung T. .
PHARMACOLOGY & THERAPEUTICS, 2018, 189 :45-62
[5]   CXCR4 inhibition in human pancreatic and colorectal cancers induces an integrated immune response [J].
Biasci, Daniele ;
Smoragiewicz, Martin ;
Connell, Claire M. ;
Wang, Zhikai ;
Gao, Ya ;
Thaventhiran, James E. D. ;
Basu, Bristi ;
Magiera, Lukasz ;
Johnson, T. Isaac ;
Bax, Lisa ;
Gopinathan, Aarthi ;
Isherwood, Christopher ;
Gallagher, Ferdia A. ;
Pawula, Maria ;
Hudecova, Irena ;
Gale, Davina ;
Rosenfeld, Nitzan ;
Barmpounakis, Petros ;
Popa, Elizabeta Cristina ;
Brais, Rebecca ;
Godfrey, Edmund ;
Mir, Fraz ;
Richards, Frances M. ;
Fearo, Douglas T. ;
Janowitz, Tobias ;
Jodrell, Duncan I. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (46) :28960-28970
[6]   The heterogeneity of human CD127+ innate lymphoid cells revealed by single-cell RNA sequencing [J].
Bjorklund, Asa K. ;
Forkel, Marianne ;
Picelli, Simone ;
Konya, Viktoria ;
Theorell, Jakob ;
Friberg, Danielle ;
Sandberg, Rickard ;
Mjosberg, Jenny .
NATURE IMMUNOLOGY, 2016, 17 (04) :451-+
[7]   Defining 'T cell exhaustion' [J].
Blank, Christian U. ;
Haining, W. Nicholas ;
Held, Werner ;
Hogan, Patrick G. ;
Kallies, Axel ;
Lugli, Enrico ;
Lynn, Rachel C. ;
Philip, Mary ;
Rao, Anjana ;
Restifo, Nicholas P. ;
Schietinger, Andrea ;
Schumacher, Ton N. ;
Schwartzberg, Pamela L. ;
Sharpe, Arlene H. ;
Speiser, Daniel E. ;
Wherry, E. John ;
Youngblood, Benjamin A. ;
Zehn, Dietmar .
NATURE REVIEWS IMMUNOLOGY, 2019, 19 (11) :665-674
[8]   Tissue-resident memory T cells in breast cancer control and immunotherapy responses [J].
Byrne, Ann ;
Savas, Peter ;
Sant, Sneha ;
Li, Ran ;
Virassamy, Balaji ;
Luen, Stephen J. ;
Beavis, Paul A. ;
Mackay, Laura K. ;
Neeson, Paul J. ;
Loi, Sherene .
NATURE REVIEWS CLINICAL ONCOLOGY, 2020, 17 (06) :341-348
[9]   Nanoscale Dynamism of Actin Enables Secretory Function in Cytolytic Cells [J].
Carisey, Alexandre F. ;
Mace, Emily M. ;
Saeed, Mezida B. ;
Davis, Daniel M. ;
Orange, Jordan S. .
CURRENT BIOLOGY, 2018, 28 (04) :489-+
[10]  
Carlson M. GO, 2019, DB SET ANNOTATION MA