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.

IF 4.7 3区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
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
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引用次数: 0

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.

单细胞和空间转录组分析表明,免疫细胞相关特征可以预测接受免疫治疗的微卫星稳定结直肠癌患者的临床结果。
最近的研究表明,血管内皮生长因子受体抑制剂(VEGFRi)可以增强结直肠癌(CRC)抗程序性细胞死亡-1 (anti-PD-1)抗体的抗肿瘤活性,并具有微卫星稳定性(MSS)。然而,该联合治疗与标准三线VEGFRi治疗之间没有进行比较,并且仍然缺乏可靠的生物标志物。我们回顾性纳入抗pd -1抗体联合VEGFRi(联合组,n=54)或单独使用VEGFRi (VEGFRi组,n=32)的MSS结直肠癌患者,评估其疗效和安全性。我们还通过单细胞和空间转录组数据检测了MSS CRC肿瘤微环境(TME)的免疫特征,并在我们的内部队列中开发并验证了MSS CRC免疫细胞相关特征(MCICRS),该特征可用于预测接受免疫治疗的MSS CRC患者的临床结果。与单独使用VEGFRi相比,抗pd -1抗体和VEGFRi联合使用可延长生存期(中位无进展生存期:4.4个月vs. 2.0个月,P=0.0024;中位总生存期:10.2个月vs. 5.2个月,P=0.0038),不良事件发生率相似。通过单细胞和空间转录组学分析,我们确定了10种MSS crc富集的免疫细胞类型及其空间分布,包括幼稚CD4+ T、调节性CD4+ T、CD4+ Th17、耗竭CD8+ T、细胞毒性CD8+ T、增殖CD8+ T、自然杀伤(NK)细胞、血浆、经典和中间单核细胞。基于系统荟萃分析和十种机器学习算法,我们获得了MSS CRC患者预后的独立危险因素MCICRS。进一步分析表明,低mcicrs组免疫细胞浸润和免疫相关通路激活更高,因此与泛癌免疫治疗的优越疗效有显著关系。更重要的是,MCICRS在接受免疫治疗的MSS结直肠癌患者中的预测价值也得到了内部队列的验证。抗pd -1抗体联合VEGFRi在毒性可控的MSS结直肠癌中表现出更好的临床疗效。MCICRS可以作为一个强大的和有前途的工具来预测个体MSS CRC患者接受免疫治疗的临床结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Zhejiang University SCIENCE B
Journal of Zhejiang University SCIENCE B 生物-生化与分子生物学
CiteScore
8.70
自引率
13.70%
发文量
2125
审稿时长
3.0 months
期刊介绍: Journal of Zheijang University SCIENCE B - Biomedicine & Biotechnology is an international journal that aims to present the latest development and achievements in scientific research in China and abroad to the world’s scientific community. JZUS-B covers research in Biomedicine and Biotechnology and Biochemistry and topics related to life science subjects, such as Plant and Animal Sciences, Environment and Resource etc.
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