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Bioinformatics analysis of dysregulated microRNAs in exosomes from docetaxel-resistant and parental human breast cancer cells

机译:多西他赛耐药和亲代人乳腺癌细胞外泌体中微RNA失调的生物信息学分析

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Background: Resistance to docetaxel is a major obstacle to effective treatment of breast cancer. Exosomal microRNAs (miRNAs) have recently been introduced in cell-to-cell transmission of chemoresistance between heterogeneous populations of tumor cells with diverse drug sensitivity. However, a systematic evaluation of the exosomal miRNA signature remains largely unclear. Method: miRNA expression profiles in exosomes from docetaxel-resistant (D/exo) and parental sensitive breast cancer cells (S/exo) were assessed using microarray. Bioinformatics analysis was performed to predict target genes of the dysregulated miRNAs and to uncover their potential roles in chemoresistance formation. Signaling pathways, gene ontology terms, transcription factors, protein–protein interactions, and hub genes were also constructed. Results: The selected exosomal miRNAs could modulate target genes responsible for MAPK, TGF-beta, Wnt, mTOR, and PI3K/Akt signaling pathways. Function enrichment analysis revealed the involvement of target genes in transcription regulation, protein phosphorylation, kinase activity, and protein binding. Enriched transcription factors including SP1, SP4, and EGR1 were obtained and a protein–protein interaction network was established. The hub genes for up-expressed and down-expressed exosomal miRNAs such as CCND1 and PTEN were identified. Conclusion: This bioinformatics study provides a comprehensive view of the function of dysregulated exosomal miRNAs, and may help us to understand exosome-mediated resistance transmission and overcome docetaxel resistance in future breast cancer therapy.
机译:背景:对多西他赛的耐药性是有效治疗乳腺癌的主要障碍。外泌体微RNA(miRNA)最近已被引入具有不同药物敏感性的肿瘤细胞异种群体之间化学耐药性的细胞间传递。然而,对外泌体miRNA信号的系统评价在很大程度上尚不清楚。方法:使用微阵列评估多西他赛耐药(D / exo)和父母敏感性乳腺癌细胞(S / exo)的外泌体中的miRNA表达谱。进行了生物信息学分析,以预测失调的miRNA的靶基因,并揭示其在化学抗性形成中的潜在作用。还构建了信号通路,基因本体术语,转录因子,蛋白质间相互作用和集线器基因。结果:选定的外泌体miRNA可以调控负责MAPK,TGF-β,Wnt,mTOR和PI3K / Akt信号通路的靶基因。功能富集分析显示目标基因参与转录调控,蛋白质磷酸化,激酶活性和蛋白质结合。获得了包括SP1,SP4和EGR1在内的丰富转录因子,并建立了蛋白质-蛋白质相互作用网络。鉴定出表达上调和表达下调的外泌体miRNA(例如CCND1和PTEN)的中枢基因。结论:这项生物信息学研究提供了失调的外泌体miRNA功能的全面了解,并可能有助于我们了解外泌体介导的耐药性传递并在未来的乳腺癌治疗中克服多西他赛耐药性。

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