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A computational approach to the study of interactions between proteins and miR10-b miR-335 and miR-21 involved in breast cancer

机译:研究与乳腺癌相关的蛋白与miR10-bmiR-335和miR-21之间相互作用的一种计算方法

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摘要

MiR-10b, miR-335, and miR-21 are classes of microRNAs (miRNAs) that are overexpressed in breast cancer. Thus, in our study we aimed to test the hypothesis that miRNAs may have direct interactions with proteins and the possibility to inhibit/activate the functional site of proteins and enzymes. For this purpose, we choose three miRNAs involved in breast cancer to study interactions between some proteins and genes, including and , by processing the docking and matching tools using the Hex8 and HADDOCK server. Mathematically, the hidden Markov models were created by using MATLAB script according to the algorithm in order to study and validate the interactions and bonds between proteins and miRNAs. The main results demonstrate the ability of miR-10b, miR-335, and miR-21 to create direct interactions with 3D protein structures. Furthermore, these results may lead to another pathway of research, i.e. the direct interaction between proteins and their sub-units, to highlight the data obtained previously and demonstrate that proteins may directly interact with ncRNA instead of mRNA. Moreover, our study suggests developing research on different pathways of association proteins-miRNAs as a part of epigenetic extra-nuclear regulation. Taken together, our study provides the first evidence of direct interactions between miRNAs and proteins.
机译:MiR-10b,miR-335和miR-21是在乳腺癌中过度表达的microRNA(miRNA)类。因此,在我们的研究中,我们旨在检验以下假设:miRNA可能与蛋白质发生直接相互作用,并且有可能抑制/激活蛋白质和酶的功能位点。为此,我们选择三种与乳腺癌有关的miRNA,通过使用Hex8和HADDOCK服务器处理对接和匹配工具来研究某些蛋白质和基因之间的相互作用,包括和。在数学上,根据算法使用MATLAB脚本创建隐藏的Markov模型,以研究和验证蛋白质与miRNA之间的相互作用和键合。主要结果证明了miR-10b,miR-335和miR-21与3D蛋白质结构建立直接相互作用的能力。此外,这些结果可能导致另一种研究途径,即蛋白质及其亚基之间的直接相互作用,以突出显示先前获得的数据并证明蛋白质可以直接与ncRNA相互作用而不是与mRNA相互作用。此外,我们的研究建议开展有关缔合蛋白-miRNAs不同途径的研究,以此作为表观遗传学核外调控的一部分。两者合计,我们的研究提供了miRNA与蛋白质之间直接相互作用的第一个证据。

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