Gene co-opening network deciphers gene functional relationships

doi:10.1039/c7mb00430c

CSpace > 应用数学研究所

	Gene co-opening network deciphers gene functional relationships
	Li, Wenran 1,2; Wang, Meng 1,2; Sun, Jinghao 1,2; Wang, Yong3 ; Jiang, Rui 1,2
	2017-11-01
发表期刊	MOLECULAR BIOSYSTEMS
ISSN	1742-206X
卷号	13 期号:11 页码:2428-2439
摘要	Genome sequencing technology has generated a vast amount of genomic and epigenomic data, and has provided us a great opportunity to study gene functions on a global scale from an epigenomic view. In the last decade, network-based studies, such as those based on PPI networks and co-expression networks, have shown good performance in capturing functional relationships between genes. However, the functions of a gene and the mechanism of interaction of genes with each other to elucidate their functions are still not entirely clear. Here, we construct a gene co-opening network based on chromatin accessibility of genes. We show that genes related to a specific biological process or the same disease tend to be clustered in the co-opening network. This understanding allows us to detect functional clusters from the network and to predict new functions for genes. We further apply the network to prioritize disease genes for Psoriasis, and demonstrate the power of the joint analysis of the co-opening network and GWAS data in identifying disease genes. Taken together, the co-opening network provides a new viewpoint for the elucidation of gene associations and the interpretation of disease mechanisms.
DOI	10.1039/c7mb00430c
语种	英语
资助项目	National Natural Science Foundation of China[61721003] ; National Natural Science Foundation of China[61573207] ; National Natural Science Foundation of China[61671444] ; National Natural Science Foundation of China[11422108] ; National Natural Science Foundation of China[61175002] ; State Key Laboratory of Cardiovascular Disease[2016-kf04]
WOS研究方向	Biochemistry & Molecular Biology
WOS类目	Biochemistry & Molecular Biology
WOS记录号	WOS:000413732100024
出版者	ROYAL SOC CHEMISTRY
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/29141
专题	应用数学研究所
通讯作者	Wang, Yong; Jiang, Rui
作者单位	1.Tsinghua Univ, MOE, Key Lab Bioinformat, Bioinformat Div, Beijing 100084, Peoples R China 2.Tsinghua Univ, Dept Automat, Ctr Synthet & Syst Biol, TNLIST, Beijing 100084, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, CEMS, NCMIS,MADIS, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Li, Wenran,Wang, Meng,Sun, Jinghao,et al. Gene co-opening network deciphers gene functional relationships[J]. MOLECULAR BIOSYSTEMS,2017,13(11):2428-2439.
APA	Li, Wenran,Wang, Meng,Sun, Jinghao,Wang, Yong,&Jiang, Rui.(2017).Gene co-opening network deciphers gene functional relationships.MOLECULAR BIOSYSTEMS,13(11),2428-2439.
MLA	Li, Wenran,et al."Gene co-opening network deciphers gene functional relationships".MOLECULAR BIOSYSTEMS 13.11(2017):2428-2439.