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识别与验证结肠癌中 EMT-免疫相关预后生物标志物 CDKN2A、CMTM8 和 ILK

英文原题:Identification and validation of EMT-immune-related prognostic biomarkers CDKN2A, CMTM8 and ILK in colon cancer.

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Identification and validation of EMT-immune-related prognostic biomarkers CDKN2A, CMTM8 and ILK in colon cancer.

PubMed 2022/04/16(内容时间) BMC Gastroenterol Q2 · IF 3.2(JCR 2025)

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中文摘要

结肠癌(CC)是一种发病率和死亡率都很高的疾病。上皮-间质转化(EMT)与免疫状态之间的相互作用具有重要的临床意义。我们旨在识别结肠癌中与EMT-免疫相关的预后生物标志物。利用GEO2R和GEPIA 2.0计算CC与正常黏膜之间的差异表达基因。使用Immport、InnateDB和EMTome数据库定义EMT-免疫相关基因。

我们通过TCGA数据进行批量预后分析。通过多个数据集和实验室实验验证表达模式。利用GEPIA 2.0和TIMER 2.0分析枢纽基因与EMT标志物和免疫浸润的相关性。使用GeneMANIA、STRING和Metascape进行共表达和通路富集分析。

最后,我们通过多因素Cox回归分析的方法建立了一个特征模型。CDKN2A、CMTM8和ILK被筛选为预后基因。在CC中CDKN2A和CMTM8上调,而ILK下调。CDKN2A与巨噬细胞、Th2细胞、Treg细胞的浸润呈正相关,与NK细胞呈负相关。CMTM8与CD8+ T细胞、树突状细胞和NK细胞呈负相关。ILK与CD8+ T细胞和树突状细胞呈正相关。

此外,CDKN2A、CMTM8和ILK与EMT标志物显著相关。这三个基因可能参与TGF-β通路。由这三个枢纽基因建立的预后模型是一个独立的预后因素,能够更好地预测预后。CDKN2A、CMTM8和ILK是有前景的预后生物标志物,并可能是结肠癌的潜在治疗靶点。

展开英文摘要原文

Colon cancer (CC) is a disease with high incidence and mortality rate. The interaction between epithelial-mesenchymal transition (EMT) and immune status has important clinical significance.

We aim to identify EMT-immune-related prognostic biomarkers in colon cancer. The GEO2R and GEPIA 2. 0 were utilized to calculate the differential expression genes between CC and normal mucosa. Immport, InnateDB and EMTome databases were used to define EMT-immune-related genes.

We conducted batch prognostic analysis by TCGA data. The expression patterns were verified by multiple datasets and lab experiments. GEPIA 2. 0 and TIMER 2. 0 were utilized to analyze the correlation of the hub genes with EMT markers and immune infiltration. GeneMANIA, STRING, and Metascape were used for co-expression and pathway enrichment analysis.

Finally, we established a signature by the method of multivariate Cox regression analysis. CDKN2A, CMTM8 and ILK were filtered out as prognostic genes. CDKN2A and CMTM8 were up-regulated, while ILK was down-regulated in CC. CDKN2A was positively correlated with infiltration of macrophages, Th2 cells, Treg cells, and negatively correlated with NK cells. CMTM8 was negatively correlated with CD8+ T cells, dendritic cells, and NK cells. ILK was positively correlated with CD8+ T cells and dendritic cells.

Moreover, CDKN2A, CMTM8 and ILK were significantly correlated with EMT markers. The three genes could participate in the TGF-β pathway. The prognosis model established by the three hub genes was an independent prognosis factor, which can better predict the prognosis. CDKN2A, CMTM8 and ILK are promising prognostic biomarkers and may be potential therapeutic targets in colon cancer.

论文信息

作者
Kang N、Xie X、Zhou X、Wang Y、Chen S、Qi R、Liu T、Jiang H
第一作者单位
Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, No. 215, Heping West Road, Shijiazhuang, 050000, Hebei Province, China.China
通讯作者单位
Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, No. 215, Heping West Road, Shijiazhuang, 050000, Hebei Province, China. jianghq@aliyun.com.China
期刊
BMC gastroenterology2022 Apr 16
原文标识
PubMed 35429970 · DOI 10.1186/s12876-022-02257-2