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全面的生物信息学研究揭示了橙皮苷克服乳腺癌化疗耐药的靶点和分子机制。

Comprehensive bioinformatics study reveals targets and molecular mechanism of hesperetin in overcoming breast cancer chemoresistance.

机构信息

Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada Sekip Utara II, Yogyakarta, 55281, Indonesia.

Cancer Chemoprevention Research Center, Faculty of Pharmacy, Universitas Gadjah Mada Sekip Utara II, Yogyakarta, 55281, Indonesia.

出版信息

Mol Divers. 2020 Nov;24(4):933-947. doi: 10.1007/s11030-019-10003-2. Epub 2019 Oct 28.

Abstract

The effectiveness of chemotherapy in breast cancer treatment can be increased using a combinatorial agent. Hesperetin has been reported to increase the sensitivity of doxorubicin in breast cancer cells; however, the underlying molecular mechanism remains unclear. This present study was conducted to identify the potential target and molecular mechanism of hesperetin in circumventing breast cancer chemoresistance using a bioinformatics approach. Microarray data obtained after hesperetin treatment in the NCI-60 cell line panel collection were retrieved from the COMPARE public library. These data were then compared with the list of the regulatory genes of breast cancer resistance obtained from PubMed and further analyzed for gene ontology and KEGG pathway enrichment, as well as protein-protein interaction network. A Venn diagram of COMPARE microarray data and the gene list from PubMed generated 56 genes (potential therapeutic target genes/PTTGs). These PTTGs participate in the biological process of the JAK-STAT cascade and are located in the nucleus, exert a molecular function in protein serine/threonine kinase activity, and regulate the erbB signaling pathway. Drug association analysis demonstrated that both hesperetin and the erbB receptor inhibitors, i.e., monoclonal antibody and tyrosine kinase inhibitor, target the same mRNA expression. Furthermore, results of the molecular docking study revealed that hesperetin is a promising inhibitor that targets ABL1, DNMT3B, and MLH1 due to the similarity of binding properties with its native ligand. In conclusion, the possible pathways and the regulatory genes identified in this study may offer new insights into the mechanism by which hesperetin overcomes breast cancer chemoresistance. A combinatorial therapy with hesperetin targeting ABL1, DNMT3B, and MLH1 may be effective in circumventing chemoresistance in breast cancer.

摘要

使用组合剂可以提高化疗在乳腺癌治疗中的效果。已报道橙皮苷可增加乳腺癌细胞中阿霉素的敏感性;然而,其潜在的分子机制尚不清楚。本研究通过生物信息学方法,旨在确定橙皮苷规避乳腺癌化疗耐药性的潜在靶标和分子机制。从 COMPARE 公共库中检索了橙皮苷处理 NCI-60 细胞系面板收集的微阵列数据。然后将这些数据与从 PubMed 获得的乳腺癌耐药调节基因列表进行比较,并进一步进行基因本体论和 KEGG 途径富集分析,以及蛋白质-蛋白质相互作用网络分析。COMPARE 微阵列数据和 PubMed 基因列表的 Venn 图生成了 56 个基因(潜在治疗靶标基因/PTTGs)。这些 PTTGs 参与 JAK-STAT 级联的生物学过程,位于细胞核内,具有丝氨酸/苏氨酸蛋白激酶活性的分子功能,并调节 erbB 信号通路。药物关联分析表明,橙皮苷和 erbB 受体抑制剂(即单克隆抗体和酪氨酸激酶抑制剂)靶向相同的 mRNA 表达。此外,分子对接研究的结果表明,橙皮苷是一种有前途的抑制剂,由于其与天然配体结合特性的相似性,它可靶向 ABL1、DNMT3B 和 MLH1。总之,本研究中鉴定的可能途径和调节基因可能为橙皮苷克服乳腺癌化疗耐药性的机制提供新的见解。针对 ABL1、DNMT3B 和 MLH1 的橙皮苷联合治疗可能有效规避乳腺癌的化疗耐药性。

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