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通过全转录组分析鉴定乳腺癌和乳腺癌干细胞中与免疫相关的治疗相关生物标志物:一项临床前瞻性研究

Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study.

作者信息

Wang Linbang, Liu Wei, Liu Jingkun, Wang Yuanyuan, Tai Jiaojiao, Yin Xuedong, Tan Jinxiang

机构信息

Department of Orthopedic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

Department of Orthopedics, Honghui Hospital, Xi'an Jiaotong University, Xi'an, China.

出版信息

Front Oncol. 2021 Feb 24;10:554138. doi: 10.3389/fonc.2020.554138. eCollection 2020.

Abstract

Cancer stem cells (CSCs) represent a subset of tumor cells that are responsible for recurrence and metastasis of tumors. These cells are resistant to radiotherapy and chemotherapy. Immunotherapeutic strategies that target CSCs specifically have provided initial results; however, the mechanism of action of these strategies is unclear. The data were requested from The Cancer Genome Atlas and Genotype-Tissue Expression, followed with the survival analysis and weighted gene co-expression network analysis to detect survival and stemness related genes. Patients were divided into three groups based on their immune status by applying single sample GSEA (ssGSEA) with proven dependability by ESTIMATE analysis. The filtered key genes were analyzed using oncomine, GEPIA, HPA, qRT-PCR, and functional analysis. Patients in a group with a higher stemness and a lower immune infiltration showed a worse overall survival probability, stemness and immune infiltration characteristics of breast cancer progressed in a non-linear fashion. Thirteen key genes related to stemness and immunity were identified and the functional analysis indicated their crucial roles in cell proliferation and immune escape strategies. The qRT-PCR results showed that the expression of and differed in different stages of patients. Our study revealed a promising potential for CSC-target immunotherapy in the early stage of cancer and a probable value for and as biomarkers and targets for immunotherapy.

摘要

癌症干细胞(CSCs)是肿瘤细胞的一个亚群,负责肿瘤的复发和转移。这些细胞对放疗和化疗具有抗性。专门针对癌症干细胞的免疫治疗策略已取得初步成果;然而,这些策略的作用机制尚不清楚。从癌症基因组图谱和基因型-组织表达数据库获取数据,随后进行生存分析和加权基因共表达网络分析,以检测与生存和干性相关的基因。通过应用具有经ESTIMATE分析验证的可靠性的单样本基因集富集分析(ssGSEA),根据患者的免疫状态将其分为三组。使用Oncomine、GEPIA、人类蛋白质图谱(HPA)、定量逆转录聚合酶链反应(qRT-PCR)和功能分析对筛选出的关键基因进行分析。干性较高且免疫浸润较低的组中的患者总体生存概率较差,乳腺癌的干性和免疫浸润特征呈非线性进展。鉴定出13个与干性和免疫相关的关键基因,功能分析表明它们在细胞增殖和免疫逃逸策略中起关键作用。qRT-PCR结果显示,[基因名称1]和[基因名称2]在患者的不同阶段表达有所不同。我们的研究揭示了癌症干细胞靶向免疫疗法在癌症早期具有广阔的潜力,以及[基因名称1]和[基因名称2]作为免疫疗法生物标志物和靶点的潜在价值。

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