CD4+ T细胞相关预测III-IV期结直肠癌免疫应答的预后模型的鉴定和验证

IF 2.5 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Mengting Li, Weining Zhu, Yuanyuan Lu, Yu Shao, Fei Xu, Lan Liu, Qiu Zhao
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引用次数: 0

摘要

背景:CD4+ T细胞在抗肿瘤免疫和塑造肿瘤发展中起着不可或缺的作用。我们试图探索CD4+ T细胞标记基因的特征,并构建III-IV期结直肠癌(CRC)患者的CD4+ T细胞相关预后特征。方法:结合scRNA和bulk-RNA测序对III-IV期结直肠癌患者进行分析,鉴定CD4+ T细胞标记基因。采用无监督聚类分析将患者分为两类。采用LASSO和多变量Cox回归建立预后相关特征。RT-qpcr和免疫荧光染色检测结直肠癌组织中ANXA2的表达。结果:我们发现激活记忆CD4+ T细胞浸润丰度较高与III-IV期结直肠癌患者预后改善相关。根据CD4+ T细胞标记基因将患者分为临床和免疫行为不同的两个亚组。然后建立一个由6个CD4+ T细胞标记基因组成的预后标记,将患者分为高危组和低危组。免疫谱显示低危组免疫细胞浸润高于高危组。此外,该特征的风险评分可以预测III-IV期CRC患者对免疫检查点抑制剂和化疗药物的易感性。最后,我们验证了在结直肠癌肿瘤微环境中,ANXA2在Tregs中富集,并且与Tregs的浸润有关。结论:本研究建立的CD4+ T细胞相关预后特征可预测III-IV期结直肠癌患者的预后及免疫治疗应答。本研究结果为晚期结直肠癌患者的肿瘤免疫治疗提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification and validation of a CD4+ T cell-related prognostic model to predict immune responses in stage III-IV colorectal cancer.

Background: CD4+ T cells play an indispensable role in anti-tumor immunity and shaping tumor development. We sought to explore the characteristics of CD4+ T cell marker genes and construct a CD4+ T cell-related prognostic signature for stage III-IV colorectal cancer (CRC) patients.

Method: We combined scRNA and bulk-RNA sequencing to analyze stage III-IV CRC patients and identified the CD4+ T cell marker genes. Unsupervised cluster analysis was performed to divide patients into two clusters. The LASSO and multivariate Cox regression were performed to establish a prognostic-related signature. RT-qpcr and immunofluorescence staining were performed to examine the expression of ANXA2 in CRC tissue.

Result: We found a higher infiltration abundance of activated memory CD4+ T cells was associated with improved prognosis in stage III-IV CRC patients. Patients were divided into two subgroups with distinct clinical and immunological behaviors based on CD4+ T cell marker genes. And then a prognostic signature consisting of six CD4+ T cell marker genes was established, which stratified patients into high- and low-risk groups. Immune spectrum showed that the low-risk group had higher immune cell infiltration than the high-risk group. Furthermore, the risk score of this signature could predict the susceptibility of stage III-IV CRC patients to immune checkpoint inhibitors and chemotherapy drugs. Finally, we validated that ANXA2 was enriched in Tregs and was associated with infiltration of Tregs in CRC tumor microenvironment.

Conclusion: The CD4+ T cell-related prognostic signature established in the study can predict the prognosis and the response to immunotherapy in stage III-IV CRC patients. Our findings provide new insights for tumor immunotherapy of advanced CRC patients.

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来源期刊
BMC Gastroenterology
BMC Gastroenterology 医学-胃肠肝病学
CiteScore
4.20
自引率
0.00%
发文量
465
审稿时长
6 months
期刊介绍: BMC Gastroenterology is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of gastrointestinal and hepatobiliary disorders, as well as related molecular genetics, pathophysiology, and epidemiology.
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