HPV 相关肿瘤和宫颈癌中的 mRNA-lncRNA 基因表达特征。

IF 0.9 Q3 AGRICULTURE, MULTIDISCIPLINARY
E D Kulaeva, E S Muzlaeva, E V Mashkina
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引用次数: 0

摘要

宫颈癌是女性最常见的癌症之一,70%的病例与人类乳头瘤病毒(HPV)有关。宫颈癌发生的原因是低分化宫颈上皮内瘤变发展到 2 级和 3 级病变。除了蛋白编码基因外,长非编码 RNA(lncRNA)在恶性细胞转化的发展过程中也发挥着重要作用。虽然人乳头瘤病毒广泛存在,但目前还没有特征明确的转录组特征来预测在宫颈上皮出现人乳头瘤病毒相关瘤变的情况下这种肿瘤是否会发展。肿瘤中基因活性的变化反映了细胞表型和生理功能的生物多样性,可以作为重要的诊断标志物。我们利用开放式 RNA 测序数据进行了转录组比较分析,以评估正常组织、肿瘤上皮和宫颈癌之间的差异表达基因。我们使用 Galaxy 平台对原始数据进行了预处理。批次效应校正、差异表达基因鉴定和基因组富集分析(GSEA)均使用 R 编程语言包进行。使用 Locate-R 和 iLoc-LncRNA 2.0 网络服务分析了 lncRNA 的亚细胞定位。在 "癌症与对照 "对比中记录了1,572个差异表达基因(DEGs),在 "癌症与肿瘤 "对比中记录了1,260个差异表达基因(DEGs)。在 "肿瘤与对照组 "对比中,仅观察到两个基因有差异表达。通过在所有对比组中差异表达最强烈的基因中寻找共同基因,确定了由 CCL20、CDKN2A、CTCFL、piR-55219、TRH、SLC27A6 和 EPHA5 基因组成的表达特征。CCL20 和 CDKN2A 基因的转录水平在肿瘤性上皮变化阶段会升高,并在宫颈癌中保持不变。在一个独立的微阵列数据集上进行的验证表明,CDKN2A 和 SLC27A6 基因的差异表达模式在各组间的基因表达比较中是一致的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
mRNA-lncRNA gene expression signature in HPV-associated neoplasia and cervical cancer.

Cervical cancer is one of the most frequent cancers in women and is associated with human papillomavirus (HPV) in 70 % of cases. Cervical cancer occurs because of progression of low-differentiated cervical intraepithelial neoplasia through grade 2 and 3 lesions. Along with the protein-coding genes, long noncoding RNAs (lncRNAs) play an important role in the development of malignant cell transformation. Although human papillomavirus is widespread, there is currently no well-characterized transcriptomic signature to predict whether this tumor will develop in the presence of HPV-associated neoplastic changes in the cervical epithelium. Changes in gene activity in tumors reflect the biological diversity of cellular phenotype and physiological functions and can be an important diagnostic marker. We performed comparative transcriptome analysis using open RNA sequencing data to assess differentially expressed genes between normal tissue, neoplastic epithelium, and cervical cancer. Raw data were preprocessed using the Galaxy platform. Batch effect correction, identification of differentially expressed genes, and gene set enrichment analysis (GSEA) were performed using R programming language packages. Subcellular localization of lncRNA was analyzed using Locate-R and iLoc-LncRNA 2.0 web services. 1,572 differentially expressed genes (DEGs) were recorded in the "cancer vs. control" comparison, and 1,260 DEGs were recorded in the "cancer vs. neoplasia" comparison. Only two genes were observed to be differentially expressed in the "neoplasia vs. control" comparison. The search for common genes among the most strongly differentially expressed genes among all comparison groups resulted in the identification of an expression signature consisting of the CCL20, CDKN2A, CTCFL, piR-55219, TRH, SLC27A6 and EPHA5 genes. The transcription level of the CCL20 and CDKN2A genes becomes increased at the stage of neoplastic epithelial changes and stays so in cervical cancer. Validation on an independent microarray dataset showed that the differential expression patterns of the CDKN2A and SLC27A6 genes were conserved in the respective gene expression comparisons between groups.

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来源期刊
Vavilovskii Zhurnal Genetiki i Selektsii
Vavilovskii Zhurnal Genetiki i Selektsii AGRICULTURE, MULTIDISCIPLINARY-
CiteScore
1.90
自引率
0.00%
发文量
119
审稿时长
8 weeks
期刊介绍: The "Vavilov Journal of genetics and breeding" publishes original research and review articles in all key areas of modern plant, animal and human genetics, genomics, bioinformatics and biotechnology. One of the main objectives of the journal is integration of theoretical and applied research in the field of genetics. Special attention is paid to the most topical areas in modern genetics dealing with global concerns such as food security and human health.
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