Single cell dynamics of tumor specificity vs bystander activity in CD8+ T cells define the diverse immune landscapes in colorectal cancer

被引:25
作者
Borras, Daniel Morales [1 ]
Verbandt, Sara [2 ]
Ausserhofer, Markus [3 ]
Sturm, Gregor [4 ]
Lim, Jinyeong [5 ,6 ]
Verge, Gil Arasa [1 ]
Vanmeerbeek, Isaure [1 ]
Laureano, Raquel S. [1 ]
Govaerts, Jannes [1 ]
Sprooten, Jenny [1 ]
Hong, Yourae [2 ]
Wall, Rebecca [2 ]
De Hertogh, Gert [7 ]
Sagaert, Xavier [7 ]
Bislenghi, Gabriele [8 ]
D'Hoore, Andre [8 ]
Wolthuis, Albert [8 ]
Finotello, Francesca [3 ]
Park, Woong-Yang [5 ,6 ]
Naulaerts, Stefan [1 ]
Tejpar, Sabine [2 ]
Garg, Abhishek D. [1 ]
机构
[1] Katholieke Univ Leuven, Dept Cellular & Mol Med, Cell Stress & Immun CSI Lab, Leuven, Belgium
[2] Katholieke Univ Leuven, Dept Oncol, Digest Oncol, Leuven, Belgium
[3] Univ Innsbruck, Digital Sci Ctr DiSC, Dept Mol Biol, Innsbruck, Austria
[4] Med Univ Innsbruck, Inst Bioinformat, Bioctr, Innsbruck, Austria
[5] Sungkyunkwan Univ, Samsung Adv Inst Hlth Sci & Technol, Dept Hlth Sci & Technol, Seoul, South Korea
[6] Sungkyunkwan Univ, Samsung Genome Inst, Samsung Med Ctr, Seoul, South Korea
[7] Univ Hosp Leuven, Dept Pathol, Leuven, Belgium
[8] Univ Hosp Leuven, Dept Abdominal Surg, Leuven, Belgium
基金
新加坡国家研究基金会; 奥地利科学基金会;
关键词
GENE-EXPRESSION; EFFECTOR; DIFFERENTIATION; ACTIVATION; MICROBIOME; IMMUNOLOGY; PROGRAMS; BLOCKADE; SUBSET; MARKER;
D O I
10.1038/s41421-023-00605-4
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
CD8(+) T cell activation via immune checkpoint blockade (ICB) is successful in microsatellite instable (MSI) colorectal cancer (CRC) patients. By comparison, the success of immunotherapy against microsatellite stable (MSS) CRC is limited. Little is known about the most critical features of CRC CD8(+) T cells that together determine the diverse immune landscapes and contrasting ICB responses. Hence, we pursued a deep single cell mapping of CRC CD8(+) T cells on transcriptomic and T cell receptor (TCR) repertoire levels in a diverse patient cohort, with additional surface proteome validation. This revealed that CRC CD8(+) T cell dynamics are underscored by complex interactions between interferon-gamma signaling, tumor reactivity, TCR repertoire, (predicted) TCR antigen-specificities, and environmental cues like gut microbiome or colon tissue-specific 'self-like' features. MSI CRC CD8(+) T cells showed tumor-specific activation reminiscent of canonical 'T cell hot' tumors, whereas the MSS CRC CD8(+) T cells exhibited tumor unspecific or bystander-like features. This was accompanied by inflammation reminiscent of 'pseudo-T cell hot' tumors. Consequently, MSI and MSS CRC CD8(+) T cells showed overlapping phenotypic features that differed dramatically in their TCR antigen-specificities. Given their high discriminating potential for CD8(+) T cell features/specificities, we used the single cell tumor-reactive signaling modules in CD8(+) T cells to build a bulk tumor transcriptome classification for CRC patients. This "Immune Subtype Classification" (ISC) successfully distinguished various tumoral immune landscapes that showed prognostic value and predicted immunotherapy responses in CRC patients. Thus, we deliver a unique map of CRC CD8(+) T cells that drives a novel tumor immune landscape classification, with relevance for immunotherapy decision-making.
引用
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页数:30
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