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通过综合生物信息学方法鉴定和验证宫颈癌中miR-21的关键基因。

Identification and validation of miR-21 key genes in cervical cancer through an integrated bioinformatics approach.

作者信息

Mitra Tandrima, Prusty Monica, Elangovan Selvakumar

机构信息

School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to be University, Bhubaneswar, Odisha 751024, India.

School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to be University, Bhubaneswar, Odisha 751024, India.

出版信息

Comput Biol Chem. 2024 Dec;113:108280. doi: 10.1016/j.compbiolchem.2024.108280. Epub 2024 Nov 12.

Abstract

Cervical cancer is one of the most prevalent female reproductive cancers. miR-21 is a multi-target oncomiR that has shown its potential in regulating several cancers including colon, pancreatic, breast, prostate, ovarian, and cervical cancer. However, the signaling network of miR-21 remains underexplored, and only a limited number of miR-21 gene targets in cervical cancer have been reported. In this context, the present study was undertaken to evaluate the role of miR-21 in cervical cancer by combining in silico analysis with in vitro validation in cervical cancer cells. The miR-21 target genes were predicted using four different prediction tools: miRWalk, DIANA, miRDB, and TargetScan. A total of 113 overlapping target genes, common in at least three of the prediction tools, were shortlisted and subjected to functional enrichment analysis. The analysis predicted that JAK-STAT, MAPK, neurotrophin, and Ras signaling pathways are significantly (p≤0.05) targeted by miR-21. The MCODE plugin identified the potential cluster in the protein-protein interaction network based on the highest degree of connectivity. After GEPIA2 validation of all 20 hub genes, NTF3, LIFR, and IL-6R were shortlisted for validation in cervical cancer cell lines. The results showed that NTF3, LIFR, and IL-6R were significantly upregulated in the miR-21 knockdown CaSki cell lines in 6.27, 1.92 and 1.71 folds (p≤0.01), respectively. Similarly, in HeLa cell lines expression of NTF3, LIFR, and IL-6R were overexpressed in 4.06, 5.65, 2.42 folds (p≤0.001), respectively. Findings of the study was confirming the role of miR-21 in regulating the expression of these genes. Additionally, the knockdown of miR-21 significantly inhibited the secretion of matrix metalloproteinases by CaSki cells. These results highlight that miR-21 could be a potential therapeutic target for cervical cancer, although further preclinical and clinical studies are required to validate its role and efficacy.

摘要

宫颈癌是最常见的女性生殖系统癌症之一。miR-21是一种多靶点致癌miRNA,已显示出其在调控包括结肠癌、胰腺癌、乳腺癌、前列腺癌、卵巢癌和宫颈癌在内的多种癌症中的潜力。然而,miR-21的信号网络仍未得到充分研究,宫颈癌中miR-21基因靶点的报道数量有限。在此背景下,本研究通过将计算机分析与宫颈癌细胞的体外验证相结合,来评估miR-21在宫颈癌中的作用。使用四种不同的预测工具(miRWalk、DIANA、miRDB和TargetScan)预测miR-21的靶基因。总共筛选出至少在三种预测工具中共同存在的113个重叠靶基因,并对其进行功能富集分析。分析预测JAK-STAT、MAPK、神经营养因子和Ras信号通路是miR-21的显著(p≤0.05)靶向通路。MCODE插件基于最高连接度在蛋白质-蛋白质相互作用网络中识别出潜在的聚类。在对所有20个枢纽基因进行GEPIA2验证后,筛选出NTF3、LIFR和IL-6R在宫颈癌细胞系中进行验证。结果显示,在miR-21敲低的CaSki细胞系中,NTF3、LIFR和IL-6R分别显著上调6.27倍、1.92倍和1.71倍(p≤0.01)。同样,在HeLa细胞系中,NTF3、LIFR和IL-6R的表达分别过表达4.06倍、5.65倍和2.42倍(p≤0.001)。该研究结果证实了miR-21在调控这些基因表达中的作用。此外,miR-21的敲低显著抑制了CaSki细胞中基质金属蛋白酶的分泌。这些结果表明,miR-21可能是宫颈癌的一个潜在治疗靶点,尽管需要进一步的临床前和临床研究来验证其作用和疗效。

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