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一种结肠癌干细胞特征新型六基因预后标志物的鉴定与验证

Identification and Validation of a Novel Six-Gene Prognostic Signature of Stem Cell Characteristic in Colon Cancer.

作者信息

Liang Yichao, Su Qi, Wu Xin

机构信息

Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China.

出版信息

Front Oncol. 2021 Feb 19;10:571655. doi: 10.3389/fonc.2020.571655. eCollection 2020.

Abstract

Cancer stem cells play crucial roles in the development of colon cancer (COAD). This study tried to explore new markers for predicting the prognosis of colon cancer based on stem cell-related genes. In our study, 424 COAD samples from TCGA were divided into three subtypes based on 412 stem cell-related genes; there were significant differences in prognosis, clinical characteristics, and immune scores between these subtypes. 694 genes were screened between subgroups. Subsequently a six-gene signature (DYDC2, MS4A15, MAGEA1, WNT7A, APOD, and SERPINE1) was established. This model had strong robustness and stable predictive performance in cohorts of different platforms. Taken together, the six-gene signature constructed in this study could be used as a novel prognostic marker for COAD patients.

摘要

癌症干细胞在结肠癌(COAD)的发展中起着关键作用。本研究试图基于干细胞相关基因探索预测结肠癌预后的新标志物。在我们的研究中,来自TCGA的424个COAD样本根据412个干细胞相关基因被分为三个亚型;这些亚型在预后、临床特征和免疫评分方面存在显著差异。在亚组之间筛选出694个基因。随后建立了一个六基因特征(DYDC2、MS4A15、MAGEA1、WNT7A、APOD和SERPINE1)。该模型在不同平台的队列中具有很强的稳健性和稳定的预测性能。综上所述,本研究构建的六基因特征可作为COAD患者的一种新型预后标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2afb/7933554/197743204bf4/fonc-10-571655-g001.jpg

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