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通过遗传和表观遗传种间网络对Caco-2细胞感染过程中的串扰机制进行研究:大数据挖掘与全基因组鉴定

Investigation of the Cross-talk Mechanism in Caco-2 Cells during Infection through Genetic-and-Epigenetic Interspecies Networks: Big Data Mining and Genome-Wide Identification.

作者信息

Li Cheng-Wei, Su Ming-He, Chen Bor-Sen

机构信息

Laboratory of Control and Systems Biology, National Tsing Hua University, Hsinchu, Taiwan.

出版信息

Front Immunol. 2017 Aug 2;8:901. doi: 10.3389/fimmu.2017.00901. eCollection 2017.

Abstract

is the leading cause of nosocomial antibiotic-associated diarrhea and the major etiologic agent of pseudomembranous colitis. In severe cases, infection (CDI) can cause toxic megacolon, intestinal perforation, and death. The intestinal epithelium is the first tissue encountered in the adhesion and colonization of , and serves as a physical defense barrier against infection. Despite the well-characterized cytotoxicity, few studies have investigated the genome-wide interplay between host cells and . The aim of this study is to investigate the genetic-and-epigenetic molecular mechanisms between human colorectal epithelial Caco-2 cells and during the early (0-60 min) and late stages (30-120 min) of infection. To investigate the cross-talk mechanisms during the progression of infection, we introduced a systems biology approach using big data mining, dynamic network modeling, a genome-wide data identification method, system order detection scheme, and principal network projection method (PNP). We focused on the construction of genome-wide genetic-and-epigenetic interspecies networks (GEINs) and subsequent extraction of host-pathogen core networks (HPNs) to investigate the progression of underlying host/pathogen genetic-and-epigenetic mechanisms from the early to late stages of CDI. Based on our results, we suggest that the cell-wall proteins CD2787 and CD0237, which both play an important role in cell adhesion and pathogen defense mechanisms, can be considered as potential drug targets. In addition, the crucial proteins employed by for sporulation, including CD1214, CD2629, and CD2643, can also be considered as potential drug targets since spore-mediated re-infection is a critical issue.

摘要

是医院获得性抗生素相关性腹泻的主要原因,也是假膜性结肠炎的主要病原体。在严重情况下,艰难梭菌感染(CDI)可导致中毒性巨结肠、肠穿孔和死亡。肠道上皮是艰难梭菌黏附和定植时首先接触的组织,并且作为抵御感染的物理防御屏障。尽管艰难梭菌的细胞毒性已得到充分表征,但很少有研究调查宿主细胞与艰难梭菌之间的全基因组相互作用。本研究的目的是调查人结肠直肠上皮Caco-2细胞与艰难梭菌在感染早期(0 - 60分钟)和晚期(30 - 120分钟)之间的遗传和表观遗传分子机制。为了研究感染过程中的相互作用机制,我们引入了一种系统生物学方法,该方法使用大数据挖掘、动态网络建模、全基因组数据识别方法、系统顺序检测方案和主网络投影方法(PNP)。我们专注于构建全基因组遗传和表观遗传种间网络(GEINs),随后提取宿主 - 病原体核心网络(HPNs),以研究CDI从早期到晚期潜在的宿主/病原体遗传和表观遗传机制的进展。基于我们的结果,我们认为在细胞黏附和病原体防御机制中均起重要作用的细胞壁蛋白CD2787和CD0237可被视为潜在的药物靶点。此外,艰难梭菌用于孢子形成的关键蛋白,包括CD1214、CD2629和CD2643,也可被视为潜在的药物靶点,因为孢子介导的再感染是一个关键问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6236/5539260/8c05d313dfb5/fimmu-08-00901-g002.jpg

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