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Construction and analysis of regulatory genetic networks in cervical cancer based on involved microRNAs target genes transcription factors and host genes

机译:基于涉及的微小RNA靶基因转录因子和宿主基因的宫颈癌调控遗传网络的构建和分析

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摘要

Over recent years, genes and microRNA (miRNA/miR) have been considered as key biological factors in human carcinogenesis. During cancer development, genes may act as multiple identities, including target genes of miRNA, transcription factors and host genes. The present study concentrated on the regulatory networks consisting of the biological factors involved in cervical cancer in order to investigate their features and affect on this specific pathology. Numerous raw data was collected and organized into purposeful structures, and adaptive procedures were defined for application to the prepared data. The networks were therefore built with the factors as basic components according to their interacting associations. The networks were constructed at three levels of interdependency, including a differentially-expressed network, a related network and a global network. Comparisons and analyses were made at a systematic level rather than from an isolated gene or miRNA. Critical hubs were extracted in the core networks and notable features were discussed, including self-adaption feedback regulation. The present study expounds the pathogenesis from a novel point of view and is proposed to provide inspiration for further investigation and therapy.
机译:近年来,基因和microRNA(miRNA / miR)被认为是人类致癌作用中的关键生物学因素。在癌症发展过程中,基因可能具有多种身份,包括miRNA的靶基因,转录因子和宿主基因。本研究集中于由宫颈癌所涉及的生物学因素组成的调控网络,以研究其特征并影响这一特定病理。收集了大量原始数据并将其组织成有目的的结构,并定义了适用于所准备数据的自适应程序。因此,根据相互影响的关联,将这些因素作为基本组件来构建网络。这些网络是在三个相互依赖的层次上构建的,包括一个差异表达的网络,一个相关的网络和一个全局网络。比较和分析是在系统水平上进行的,而不是从分离的基因或miRNA中进行的。在核心网络中提取了重要的枢纽,并讨论了显着功能,包括自适应反馈调节。本研究从新颖的角度阐述了发病机理,并为进一步的研究和治疗提供了启示。

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