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利用生物信息学和真实世界数据鉴定WNT基因家族的双基因特征在子宫内膜癌中的预后价值。

Identification of the prognostic value of a 2-gene signature of the WNT gene family in UCEC using bioinformatics and real-world data.

作者信息

Hu Yuexin, Zheng Mingjun, Zhang Dandan, Gou Rui, Liu Ouxuan, Wang Shuang, Lin Bei

机构信息

Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Shenyang, China.

Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Benxi, China.

出版信息

Cancer Cell Int. 2021 Sep 26;21(1):516. doi: 10.1186/s12935-021-02215-0.

Abstract

BACKGROUND

The WNT gene family plays an important role in the occurrence and development of malignant tumors, but its involvement has not been systematically analyzed in uterine corpus endometrial carcinoma (UCEC). This study aimed to evaluate the prognostic value of the WNT gene family in UCEC.

METHODS

Pan-cancer transcriptome data of the UCSC Xena database and Genotype-Tissue Expression (GTEx) normal tissue data were downloaded to analyze the expression and prognosis of 19 WNT family genes in UCEC. A cohort from The Cancer Genome Atlas-Uterine Corpus Endometrial Carcinoma (TCGA-UCEC) was used to analyze the expression of the WNT gene family in different immune subtypes and clinical subgroups. The STRING database was used to analyze the interaction of the WNT gene family and its biological function. Univariate Cox regression analysis and Lasso cox analysis were used to identify the genes associated with significant prognosis and to construct multi signature prognosis model. An immunohistochemical assay was used to verify the predictive ability of the model. Risk score and the related clinical features were used to construct a nomogram.

RESULTS

The expression levels of WNT2, WNT3, WNT3A, WNT5A, WNT7A, and WNT10A were significantly different among different immune subtypes and correlated with TP53 mutation. According to the WNT family genes related to the prognosis of UCEC, UCEC was classified into two subtypes (C1, C2). The prognosis of subtype C1 was significantly better than that of subtype C2. A 2-gene signature (WNT2 and WNT10A) was constructed and the two significantly prognostic groups can be divided based on median Risk score. These results were verified using real-world data, and the nomogram constructed using clinical features and Risk score had good prognostic ability.

CONCLUSIONS

The 2-gene signature including WNT2 and WNT10A can be used to predict the prognosis of patients with UCEC, which is important for clinical decision-making and individualized therapy for patients with UCEC.

摘要

背景

WNT基因家族在恶性肿瘤的发生发展中起重要作用,但其在子宫体子宫内膜癌(UCEC)中的作用尚未得到系统分析。本研究旨在评估WNT基因家族在UCEC中的预后价值。

方法

下载UCSC Xena数据库的泛癌转录组数据和基因型-组织表达(GTEx)正常组织数据,以分析19个WNT家族基因在UCEC中的表达和预后。使用来自癌症基因组图谱-子宫体子宫内膜癌(TCGA-UCEC)的队列分析WNT基因家族在不同免疫亚型和临床亚组中的表达。利用STRING数据库分析WNT基因家族的相互作用及其生物学功能。采用单因素Cox回归分析和Lasso cox分析来识别与显著预后相关的基因,并构建多特征预后模型。采用免疫组织化学检测验证模型的预测能力。风险评分和相关临床特征用于构建列线图。

结果

WNT2、WNT3、WNT3A、WNT5A、WNT7A和WNT10A的表达水平在不同免疫亚型之间存在显著差异,且与TP53突变相关。根据与UCEC预后相关的WNT家族基因,将UCEC分为两个亚型(C1、C2)。C1亚型的预后明显优于C2亚型。构建了一个双基因特征(WNT2和WNT10A),并根据中位风险评分将两个显著预后组区分开来。这些结果使用真实世界数据进行了验证,并且使用临床特征和风险评分构建的列线图具有良好的预后预测能力。

结论

包括WNT2和WNT10A的双基因特征可用于预测UCEC患者的预后,这对UCEC患者的临床决策和个体化治疗具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03ff/8474865/078843e097a9/12935_2021_2215_Fig1_HTML.jpg

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