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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
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作者 Shijin YUAN Yan XIA +11 位作者 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 of Zhejiang University-Science B(Biomedicine & Biotechnology)》 2025年第4期371-392,共22页
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 microsatel... 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. 展开更多
关键词 Colorectal cancer(CRC) Microsatellite stability(MSS) IMMUNOTHERAPY Single-cell RNA sequencing(scRNA-seq) Spatial transcriptomics
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Development and validation of a risk-prediction model for immune-related adverse events in patients with non-small-cell lung cancer receiving PD-1/PD-L1 inhibitors 被引量:3
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作者 Qing QIU Chenghao WU +7 位作者 Wenxiao TANG Longfei JI guangwei dai Yuzhen GAO Enguo CHEN Hanliang JIANG Xinyou XIE Jun ZHANG 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2023年第10期935-942,共8页
Lung cancer remains the leading cause of cancer deaths worldwide and is the most common cancer in males.Immune-checkpoint inhibitors(ICIs)that target programmed cell death protein-1(PD-1)or programmed cell death-ligan... Lung cancer remains the leading cause of cancer deaths worldwide and is the most common cancer in males.Immune-checkpoint inhibitors(ICIs)that target programmed cell death protein-1(PD-1)or programmed cell death-ligand 1(PD-L1)have achieved impressive efficacy in the treatment of non-small-cell lung cancer(NSCLC)(Pardoll,2012;Champiat et al.,2016;Gao et al.,2022).Although ICIs are usually well tolerated,they are often accompanied by immune-related adverse events(irAEs)(Doroshow et al.,2019).Non-specific activation of the immune system produces off-target immune and inflammatory responses that can affect virtually any organ or system(O'Kane et al.,2017;Puzanov et al.,2017). 展开更多
关键词 CANCER LUNG
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