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鉴定微小RNA作为食管鳞状细胞癌的预后因素

Identification of miRNAs as prognostic factors for esophageal squamous cell carcinoma.

作者信息

Chen Meng, Jin Dacheng, Wang Bing, Gou Yun Jiu, Dong Xin Chun

机构信息

Gansu University of Chinese Medicine, Lanzhou 730000, China.

Department of Thoracic Surgery, Gansu Provincial Hospital, No. 204 Donggang West Road, Lanzhou 730000, China.

出版信息

Math Biosci Eng. 2020 Jan 17;17(3):2302-2309. doi: 10.3934/mbe.2020122.

DOI:10.3934/mbe.2020122
PMID:32233536
Abstract

The prognostic value of microRNAs for esophageal squamous cell carcinoma (ESCC) is still not be well identified. The microRNA expression profiles of 119 paired ESCC tissue samples and para-carcinoma tissues from GEO database under accession number of GSE43732. A mutation information based feature selection method was applied to identify the discriminative microRNAs between paired ESCC tissues and para-carcinoma tissues. In para-carcinoma tissues, patients had better survival with higher has-miR-410 (log-rank p = 0.0123), has-miR-411-5p (log-rank p = 0.0152), has-miR-193b-5p (log-rank p = 0.0188) and has-miR-4486 (log-rank p = 0.0307) expression levels. When compared with para-carcinoma tissues, there has more correlations between miRNA expression levels and survival in tumor tissues. We identified 20 potential miRNAs associated with prognosis. Besides, a heatmap was draw to explore miRNA expression levels in tumor tissues and survival. The present study identified 24 miRNAs in 119 paired ESCC tissue samples and para-carcinoma tissues, including 4 miRNAs in para-carcinoma tissues and 20 in tumor tissues, respectively. The dysregulation of these miRNAs were associated with different outcomes. We thought this study could provide novel noninvasive early biomarkers for ESCC patients.

摘要

微小RNA对食管鳞状细胞癌(ESCC)的预后价值仍未得到充分明确。从GEO数据库中获取了119对ESCC组织样本和癌旁组织的微小RNA表达谱,登录号为GSE43732。应用一种基于突变信息的特征选择方法来识别配对的ESCC组织和癌旁组织之间具有鉴别性的微小RNA。在癌旁组织中,具有较高的has-miR-410(对数秩检验p = 0.0123)、has-miR-411-5p(对数秩检验p = 0.0152)、has-miR-193b-5p(对数秩检验p = 0.0188)和has-miR-4486(对数秩检验p = 0.0307)表达水平的患者生存情况较好。与癌旁组织相比,肿瘤组织中微小RNA表达水平与生存之间的相关性更强。我们鉴定出了20种与预后相关的潜在微小RNA。此外,绘制了一张热图以探究肿瘤组织中的微小RNA表达水平与生存情况。本研究在119对ESCC组织样本和癌旁组织中鉴定出了24种微小RNA,其中癌旁组织中有4种,肿瘤组织中有20种。这些微小RNA的失调与不同的预后结果相关。我们认为本研究可为ESCC患者提供新的非侵入性早期生物标志物。

相似文献

1
Identification of miRNAs as prognostic factors for esophageal squamous cell carcinoma.鉴定微小RNA作为食管鳞状细胞癌的预后因素
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Identification of microRNAs as novel biomarkers for esophageal squamous cell carcinoma: a study based on The Cancer Genome Atlas (TCGA) and bioinformatics.基于 The Cancer Genome Atlas (TCGA) 和生物信息学的食管鳞癌新型生物标志物 microRNAs 的鉴定:一项研究。
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Integrated analysis of genome-wide miRNAs and targeted gene expression in esophageal squamous cell carcinoma (ESCC) and relation to prognosis.食管鳞癌(ESCC)全基因组 miRNA 和靶向基因表达的综合分析及其与预后的关系。
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MicroRNA Expression Profiles in Superficial Esophageal Squamous Cell Carcinoma before Endoscopic Submucosal Dissection: A Pilot Study.内镜黏膜下剥离术前浅表性食管鳞癌的 microRNA 表达谱:一项初步研究。
Int J Mol Sci. 2021 Apr 30;22(9):4789. doi: 10.3390/ijms22094789.
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Identification of prognostic miRNA biomarkers for esophageal cancer based on The Cancer Genome Atlas and Gene Expression Omnibus.基于癌症基因组图谱和基因表达综合数据库的食管癌预后 miRNA 标志物的鉴定。
Medicine (Baltimore). 2021 Feb 19;100(7):e24832. doi: 10.1097/MD.0000000000024832.
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Identification of Differentially Expressed Genes and miRNAs Associated with Esophageal Squamous Cell Carcinoma by Integrated Analysis of Microarray Data.基于基因芯片数据的综合分析鉴定食管鳞癌差异表达基因和 miRNA。
Biomed Res Int. 2020 Jul 1;2020:1980921. doi: 10.1155/2020/1980921. eCollection 2020.
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Identification and validation of hub microRNAs dysregulated in esophageal squamous cell carcinoma.鉴定和验证食管鳞状细胞癌中失调的枢纽 microRNAs。
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microRNA-messenger RNA regulatory network of esophageal squamous cell carcinoma and the identification of miR-1 as a biomarker of patient survival.食管鳞状细胞癌的微小RNA-信使核糖核酸调控网络及miR-1作为患者生存生物标志物的鉴定
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A six-microRNA signature in plasma was identified as a potential biomarker in diagnosis of esophageal squamous cell carcinoma.血浆中的一种六微小RNA特征被鉴定为食管鳞状细胞癌诊断中的一种潜在生物标志物。
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Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy.基于血清的 miRNA 标志物鉴定用于预测食管鳞癌对新辅助化疗的反应。
J Transl Med. 2019 Jan 3;17(1):1. doi: 10.1186/s12967-018-1762-6.

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