CLC number:
On-line Access: 2025-04-23
Received: 2023-09-21
Revision Accepted: 2024-01-25
Crosschecked: 2025-04-24
Cited: 0
Clicked: 1418
Shijin YUAN, Yan XIA, Guangwei DAI, Shun RAO, Rongrong HU, Yuzhen GAO, Qing QIU, Chenghao WU, Sai QIAO, Yinghua XU, Xinyou XIE, Haizhou LOU, Xian WANG, Jun ZHANG. Single-cell and spatial transcriptomic analysis reveals that an immune cell-related signature could predict clinical outcomes for microsatellite-stable colorectal cancer patients receiving immunotherapy[J]. Journal of Zhejiang University Science B, 2025, 26(4): 371-392.
@article{title="Single-cell and spatial transcriptomic analysis reveals that an immune cell-related signature could predict clinical outcomes for microsatellite-stable colorectal cancer patients receiving immunotherapy",
author="Shijin YUAN, Yan XIA, Guangwei DAI, Shun RAO, Rongrong HU, Yuzhen GAO, Qing QIU, Chenghao WU, Sai QIAO, Yinghua XU, Xinyou XIE, Haizhou LOU, Xian WANG, Jun ZHANG",
journal="Journal of Zhejiang University Science B",
volume="26",
number="4",
pages="371-392",
year="2025",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.B2300679"
}
%0 Journal Article
%T Single-cell and spatial transcriptomic analysis reveals that an immune cell-related signature could predict clinical outcomes for microsatellite-stable colorectal cancer patients receiving immunotherapy
%A Shijin YUAN
%A Yan XIA
%A Guangwei DAI
%A Shun RAO
%A Rongrong HU
%A Yuzhen GAO
%A Qing QIU
%A Chenghao WU
%A Sai QIAO
%A Yinghua XU
%A Xinyou XIE
%A Haizhou LOU
%A Xian WANG
%A Jun ZHANG
%J Journal of Zhejiang University SCIENCE B
%V 26
%N 4
%P 371-392
%@ 1673-1581
%D 2025
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.B2300679
TY - JOUR
T1 - Single-cell and spatial transcriptomic analysis reveals that an immune cell-related signature could predict clinical outcomes for microsatellite-stable colorectal cancer patients receiving immunotherapy
A1 - Shijin YUAN
A1 - Yan XIA
A1 - Guangwei DAI
A1 - Shun RAO
A1 - Rongrong HU
A1 - Yuzhen GAO
A1 - Qing QIU
A1 - Chenghao WU
A1 - Sai QIAO
A1 - Yinghua XU
A1 - Xinyou XIE
A1 - Haizhou LOU
A1 - Xian WANG
A1 - Jun ZHANG
J0 - Journal of Zhejiang University Science B
VL - 26
IS - 4
SP - 371
EP - 392
%@ 1673-1581
Y1 - 2025
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.B2300679
Abstract: Recent data suggest that vascular endothelial growth factor receptor inhibitor (VEGFRi) can enhance the anti-tumor activity of the anti-programmed cell death-1 (anti-PD-1) antibody in colorectal cancer (CRC) with microsatellite stability (MSS). However, the comparison between this combination and standard third-line VEGFRi treatment is not performed, and reliable biomarkers are still lacking. We retrospectively enrolled MSS CRC patients receiving anti-PD-1 antibody plus VEGFRi (combination group, n=54) or VEGFRi alone (VEGFRi group, n=32), and their efficacy and safety were evaluated. We additionally examined the immune characteristics of the MSS CRC tumor microenvironment (TME) through single-cell and spatial transcriptomic data, and an MSS CRC immune cell-related signature (MCICRS) that can be used to predict the clinical outcomes of MSS CRC patients receiving immunotherapy was developed and validated in our in-house cohort. Compared with VEGFRi alone, the combination of anti-PD-1 antibody and VEGFRi exhibited a prolonged survival benefit (median progression-free survival: 4.4 vs. 2.0 months, P=0.0024; median overall survival: 10.2 vs. 5.2 months, P=0.0038) and a similar adverse event incidence. Through single-cell and spatial transcriptomic analysis, we determined ten MSS CRC-enriched immune cell types and their spatial distribution, including naive CD4+ T, regulatory CD4+ T, CD4+ Th17, exhausted CD8+ T, cytotoxic CD8+ T, proliferated CD8+ T, natural killer (NK) cells, plasma, and classical and intermediate monocytes. Based on a systemic meta-analysis and ten machine learning algorithms, we obtained MCICRS, an independent risk factor for the prognosis of MSS CRC patients. Further analyses demonstrated that the low-MCICRS group presented a higher immune cell infiltration and immune-related pathway activation, and hence a significant relation with the superior efficacy of pan-cancer immunotherapy. More importantly, the predictive value of MCICRS in MSS CRC patients receiving immunotherapy was also validated with an in-house cohort. Anti-PD-1 antibody combined with VEGFRi presented an improved clinical benefit in MSS CRC with manageable toxicity. MCICRS could serve as a robust and promising tool to predict clinical outcomes for individual MSS CRC patients receiving immunotherapy.
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