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通过网络重建探索肝细胞癌中[具体物质]和[具体物质]失调的代谢后果

Exploring Metabolic Consequences of and Dysregulation in Hepatocellular Carcinoma by Network Reconstruction.

作者信息

Dumenci Ozbil E, U Abellona Mr, Khan Shahid A, Holmes Elaine, Taylor-Robinson Simon D

机构信息

Imperial College London, London, UK.

出版信息

J Hepatocell Carcinoma. 2020 Jan 7;7:1-9. doi: 10.2147/JHC.S239039. eCollection 2020.

DOI:10.2147/JHC.S239039
PMID:32021853
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6955626/
Abstract

PURPOSE

Hepatocellular carcinoma (HCC) is the fourth commonest cause of cancer-related mortality; it is associated with various genetic alterations, some involved in metabolic reprogramming. This study aimed to explore the potential metabolic impact of () and dysregulation through the reconstruction of a network that integrates information from the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, Human Metabolome Database (HMDB) and Human Protein Atlas (HPA).

METHODS AND RESULTS

Existing literature was used to determine the roles of and in HCC. downregulation is thought to play a role in hepatocarcinogenesis through an increased glutamine availability for de novo pyrimidine biosynthesis, which CAD catalyzes the first three steps for. KEGG, HMDB and HPA were used to reconstruct a network of relevant pathways, demonstrating the relationships between genes and metabolites using the MetaboSignal package in R. The network was filtered to exclude any duplicates, and those greater than three steps away from or . Consequently, a network of 18 metabolites, 28 metabolic genes and 1 signaling gene was obtained, which indicated expression profiles and prognostic information of each gene in the network.

CONCLUSION

Information from different databases was collated to form an informative network that integrated different "-omics" approaches, demonstrating the relationships between genetic and metabolic components of urea cycle and the de novo pyrimidine biosynthesis pathway. This study paves the way for further research by acting as a template to investigate the relationships between genes and metabolites, explore their potential roles in various diseases and aid the development of new screening and treatment methods through network reconstruction.

摘要

目的

肝细胞癌(HCC)是癌症相关死亡的第四大常见原因;它与多种基因改变有关,其中一些涉及代谢重编程。本研究旨在通过构建一个整合来自京都基因与基因组百科全书(KEGG)数据库、人类代谢组数据库(HMDB)和人类蛋白质图谱(HPA)信息的网络,探索()和失调的潜在代谢影响。

方法与结果

利用现有文献确定()和在HCC中的作用。下调被认为通过增加用于从头嘧啶生物合成的谷氨酰胺可用性在肝癌发生中起作用,CAD催化其前三个步骤。使用KEGG、HMDB和HPA重建相关途径的网络,使用R中的MetaboSignal软件包展示基因与代谢物之间的关系。对网络进行筛选以排除任何重复项,以及那些与()或距离超过三步的项。因此,获得了一个由18种代谢物、28个代谢基因和1个信号基因组成的网络,该网络显示了网络中每个基因的表达谱和预后信息。

结论

整理来自不同数据库的信息以形成一个整合不同“组学”方法的信息网络,展示了尿素循环和从头嘧啶生物合成途径的遗传和代谢成分之间的关系。本研究通过作为一个模板来研究基因与代谢物之间的关系、探索它们在各种疾病中的潜在作用以及通过网络重建帮助开发新的筛查和治疗方法,为进一步研究铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/00a7da00da51/JHC-7-1-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/3beba3e5f880/JHC-7-1-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/124a0c25e558/JHC-7-1-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/6d8ca4d69aed/JHC-7-1-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/00a7da00da51/JHC-7-1-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/3beba3e5f880/JHC-7-1-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/124a0c25e558/JHC-7-1-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/6d8ca4d69aed/JHC-7-1-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bec0/6955626/00a7da00da51/JHC-7-1-g0004.jpg

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