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高脂培养基条件对细胞基因表达谱的影响:一种网络分析方法。

Effects of high fat medium conditions on cellular gene expression profile: a network analysis approach.

作者信息

Asadzadeh-Aghdaei Hamid, Zadeh-Esmaeel Mohammad-Mehdi, Esmaeili Somayeh, Rezaei Tavirani Mostafa, Rezaei Tavirani Sina, Mansouri Vahid, Montazer Fatemeh

机构信息

Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Laser Application in Medical Sciences Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

出版信息

Gastroenterol Hepatol Bed Bench. 2019;12(Suppl1):S130-S135.

PMID:32099613
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7011064/
Abstract

AIM

This study aimed to evaluate high fat medium (HFM) effect on the gene expression profile of human Sk-hep1 cells and to determine critical differential proteins.

BACKGROUND

There is a correlation between high fat diet (HFD), obesity, and non-alcoholic fatty liver disease. Despite wide range of investigations, understanding molecular mechanism of HFD effect on onset and progression of NAFLD warrants further examination. In this study, network analysis is applied to obtain a clear perspective about HFD effects and NAFLD.

METHODS

Gene expression profiles of human Sk-hep1 cells treated with HFM versus controls were extracted from GEO. Data were analyzed by GEO2R where the significant and characterized DEGs were included in the PPI network. The top 10 nodes of query DEGs based on four centrality parameters were selected to determine central nodes. The common hub nodes with at least other one central group were identified as central nodes. Action map was provided for the introduced central nodes.

RESULTS

Heterogeneous nuclear ribonucleoprotein family including A1, A2/B1, D, R, and D-like, and five proteins (PRPF40A, SRSF1, PCF11, LSM8, and HSP90AA1) were introduced as differential proteins.

CONCLUSION

mRNA processing and several biological terms including hypoxia and oxidative stress, apoptosis, regulation of cell morphology and cytoskeletal organization, and differentiation of micro tubes were introduced as dysregulated terms under HFM condition.

摘要

目的

本研究旨在评估高脂培养基(HFM)对人Sk-hep1细胞基因表达谱的影响,并确定关键差异蛋白。

背景

高脂饮食(HFD)、肥胖与非酒精性脂肪性肝病之间存在关联。尽管进行了广泛的研究,但了解HFD对非酒精性脂肪性肝病发病和进展影响的分子机制仍需进一步研究。在本研究中,应用网络分析以清晰了解HFD的影响和非酒精性脂肪性肝病。

方法

从基因表达综合数据库(GEO)中提取用HFM处理的人Sk-hep1细胞与对照的基因表达谱。数据通过GEO2R进行分析,其中显著且特征明确的差异表达基因(DEGs)被纳入蛋白质-蛋白质相互作用(PPI)网络。基于四个中心性参数选择查询DEGs的前10个节点以确定中心节点。将与至少一个其他中心组有共同的枢纽节点确定为中心节点。为引入的中心节点提供作用图。

结果

包括A1、A2/B1、D、R和D样的异质性核糖核蛋白家族,以及五种蛋白质(PRPF40A、SRSF1、PCF11、LSM8和HSP90AA1)被确定为差异蛋白。

结论

mRNA加工以及包括缺氧和氧化应激、细胞凋亡、细胞形态和细胞骨架组织的调节以及微管分化在内的几个生物学术语被确定为在HFM条件下失调的术语。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/59e21daca122/GHFBB-12-S130-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/ebc0aeae4de0/GHFBB-12-S130-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/fc60d87adaf2/GHFBB-12-S130-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/9e089f8733a7/GHFBB-12-S130-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/59e21daca122/GHFBB-12-S130-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/ebc0aeae4de0/GHFBB-12-S130-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/fc60d87adaf2/GHFBB-12-S130-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/9e089f8733a7/GHFBB-12-S130-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8220/7011064/59e21daca122/GHFBB-12-S130-g004.jpg

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