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通过体外和生物信息学分析揭示东加里曼丹蜂胶的抗乳腺癌活性潜力。

Uncovering the anti-breast cancer activity potential of east Kalimantan propolis by In vitro and bioinformatics analysis.

作者信息

Mariana Kustiawan Paula, Siregar Khalish Arsy Al Khairy, Syaifie Putri Hawa, Zein Muttaqin Fauzan, Ibadillah Delfritama, Miftah Jauhar Muhammad, Djamas Nailulkamal, Mardliyati Etik, Taufiqu Rochman Nurul

机构信息

Faculty of Pharmacy, Universitas Muhammadiyah Kalimantan Timur, Samarinda, East Kalimantan, 75124, Indonesia.

Center of Excellence Life Sciences, Nano Center Indonesia, South Tangerang, Indonesia.

出版信息

Heliyon. 2024 Jun 25;10(13):e33636. doi: 10.1016/j.heliyon.2024.e33636. eCollection 2024 Jul 15.

Abstract

Numerous side effects of breast cancer drugs have prompted researchers to explore more into new therapeutic approaches derived from natural substances. In this context, our study focused on uncovering the potential of East Kalimantan propolis from for breast cancer treatment including the underlying mechanisms through bioinformatics approached. We conducted integrated in vitro and bioinformatics analysis of network pharmacology, molecular docking, molecular dynamics and MM-GBSA analysis. Initially, in vitro cytotoxic assay demonstrated the anti-breast cancer activity potential of ethanol extract of East Kalimantan propolis, particularly its ethyl acetate fraction, which exhibited similar activity to doxorubicin, as indicated by their IC value. This study revealed eight propolis compounds, consisting of flavonoids and phenolic acids, in East Kalimantan propolis. By integrating microarray datasets (GSE29431, GSE36295, and GSE42568) analysis with potential targets derived from propolis compounds, 39 shared target genes were identified. Subsequently, GO and KEGG pathway, protein-protein interaction (PPI) network, core hub genes and gene expression analysis revealed three major targets, namely, PTGS2, CXCL2, and MMP9. Among them, only MMP9 was highly expressed in breast cancer than normal. Moreover, molecular docking revealed the six of propolis compounds which exhibited pronounced binding affinity towards MMP-9, better than marimastat as control drug. Dynamic simulation confirmed the stability of chrysin and quercetin as best compounds. Additionally, MM-GBSA analysis revealed a relative binding energy for chrysin (-25.6403 kcal/mol) that was comparable to marimastat (-27.3827 kcal/mol). In conclusion, this study reveals how East Kalimantan Propolis affect breast cancer and emphasizes MMP9 as a key target for future therapeutics.

摘要

乳腺癌药物的众多副作用促使研究人员更多地探索源自天然物质的新治疗方法。在此背景下,我们的研究聚焦于揭示东加里曼丹蜂胶在乳腺癌治疗方面的潜力,包括通过生物信息学方法探究其潜在机制。我们进行了网络药理学、分子对接、分子动力学和MM - GBSA分析的体外实验与生物信息学综合分析。最初,体外细胞毒性试验证明了东加里曼丹蜂胶乙醇提取物,特别是其乙酸乙酯部分具有抗乳腺癌活性潜力,其IC值表明该部分展现出与阿霉素相似的活性。本研究揭示了东加里曼丹蜂胶中包含黄酮类和酚酸类的8种蜂胶化合物。通过将微阵列数据集(GSE29431、GSE36295和GSE42568)分析与源自蜂胶化合物的潜在靶点相结合,确定了39个共享靶基因。随后,基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路、蛋白质 - 蛋白质相互作用(PPI)网络、核心枢纽基因和基因表达分析揭示了三个主要靶点,即环氧化酶 - 2(PTGS2)、趋化因子(C - X - C基序)配体2(CXCL2)和基质金属蛋白酶9(MMP9)。其中,只有MMP9在乳腺癌中比在正常组织中高表达。此外,分子对接显示6种蜂胶化合物对MMP - 9表现出明显的结合亲和力,优于作为对照药物的马立马司他。动态模拟证实白杨素和槲皮素作为最佳化合物的稳定性。此外,MM - GBSA分析显示白杨素的相对结合能(-25.6403千卡/摩尔)与马立马司他(-27.3827千卡/摩尔)相当。总之,本研究揭示了东加里曼丹蜂胶如何影响乳腺癌,并强调MMP9是未来治疗的关键靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/295c/11283153/c8a19a1da1b5/gr1.jpg

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