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厚朴酚克服乳腺癌对他莫昔芬耐药性的潜在靶基因鉴定。

Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen.

作者信息

Hermawan Adam, Putri Herwandhani, Hanif Naufa, Fatimah Nurul, Prasetio Heri Himawan

机构信息

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

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

出版信息

Front Oncol. 2022 Dec 19;12:1019025. doi: 10.3389/fonc.2022.1019025. eCollection 2022.

Abstract

BACKGROUND

Honokiol (HON) inhibits epidermal growth factor receptor (EGFR) signaling and increases the activity of erlotinib, an EGFR inhibitor, in human head and neck cancers. In this study, using a bioinformatics approach and experiments, we assessed the target genes of HON against breast cancer resistance to tamoxifen (TAM).

MATERIALS AND METHODS

Microarray data were obtained from GSE67916 and GSE85871 datasets to identify differentially expressed genes (DEGs). DEGs common between HON-treated and TAM-resistant cells were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses and protein-protein interaction (PPI) networks were constructed. Selected genes were analyzed for genetic alterations, expression, prognostic value, and receiver operating characteristics (ROC). TAM-resistant MCF-7 (MCF-7 TAM-R) cells were generated and characterized for their resistance toward TAM. A combination of HON and TAM was used for cytotoxicity and gene expression analyses. Molecular docking was performed using the Molecular Operating Environment software.

RESULTS

PPI network analysis revealed that , , and were the top three genes with the highest scores. A genetic alteration study of potential target genes revealed and as the genes with the highest alterations among the breast cancer samples. Pathway enrichment analysis of , and showed that the genetic alterations herein were likely to impact the RTK-Ras pathway. The expression levels of , , and were strongly correlated with prognostic power, with areas under the ROC curves (AUC) ​​of 1, 0.8, and 0.8, respectively. The HON and TAM combination increased TAM cytotoxicity in MCF-7 TAM-R cells by regulating the expression of potential target genes , , , and , as well as the TAM resistance regulatory genes including , , , , and . Molecular docking results indicated that HON tended to bind RET, ErbB4, and the receptor protein Notch1 ankyrin domain more robustly than its native ligand.

CONCLUSION

HON could overcome breast cancer resistance to TAM, potentially by targeting , , , , , and . However, further studies are required to validate these results.

摘要

背景

厚朴酚(HON)可抑制表皮生长因子受体(EGFR)信号传导,并增强表皮生长因子受体抑制剂厄洛替尼在人头颈部癌中的活性。在本研究中,我们采用生物信息学方法和实验,评估了厚朴酚针对乳腺癌他莫昔芬(TAM)耐药的靶基因。

材料与方法

从GSE67916和GSE85871数据集中获取微阵列数据,以鉴定差异表达基因(DEG)。通过基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路富集分析,分析厚朴酚处理细胞和他莫昔芬耐药细胞之间共有的差异表达基因,并构建蛋白质-蛋白质相互作用(PPI)网络。对选定基因进行基因改变、表达、预后价值和受试者工作特征(ROC)分析。生成他莫昔芬耐药的MCF-7(MCF-7 TAM-R)细胞,并对其耐药性进行表征。将厚朴酚和他莫昔芬联合用于细胞毒性和基因表达分析。使用分子操作环境软件进行分子对接。

结果

蛋白质-蛋白质相互作用网络分析显示,[具体基因1]、[具体基因2]和[具体基因3]是得分最高的前三个基因。对潜在靶基因的基因改变研究显示,[具体基因1]和[具体基因2]是乳腺癌样本中改变最多的基因。对[具体基因1]、[具体基因2]和[具体基因3]的通路富集分析表明,此处的基因改变可能影响RTK-Ras通路。[具体基因1]、[具体基因2]和[具体基因3]的表达水平与预后能力密切相关,ROC曲线下面积(AUC)分别为1、0.8和0.8。厚朴酚和他莫昔芬联合使用通过调节潜在靶基因[具体基因1]、[具体基因2]、[具体基因3]和[具体基因4]以及他莫昔芬耐药调节基因包括[具体基因5]、[具体基因6]、[具体基因7]、[具体基因8]和[具体基因9]的表达,增加了MCF-7 TAM-R细胞中他莫昔芬的细胞毒性。分子对接结果表明,厚朴酚比其天然配体更倾向于与RET、ErbB4和受体蛋白Notch1锚蛋白结构域结合。

结论

厚朴酚可能通过靶向[具体基因1]、[具体基因2]、[具体基因3]、[具体基因4]、[具体基因5]和[具体基因6]克服乳腺癌对他莫昔芬的耐药性。然而,需要进一步研究来验证这些结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1022/9806337/e82b2f413d4e/fonc-12-1019025-g001.jpg

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