Classification of topological domains based on gene expression and regulation

被引:2
|
作者
Zhao, Jingjing [1 ,2 ,3 ]
Shi, Hongbo [3 ]
Ahituv, Nadav [1 ,2 ]
机构
[1] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94158 USA
[2] Univ Calif San Francisco, Inst Human Genet, San Francisco, CA 94158 USA
[3] E China Univ Sci & Technol, Minist Educ, Key Lab Adv Control & Optimizat Chem Proc, Shanghai 200237, Peoples R China
关键词
topological domains; RNA-seq; ChIP-seq; HUMAN GENOME; HOUSEKEEPING GENES; DISEASE; ENHANCERS; DYNAMICS; MOUSE; ORDER; STATE; LISTS; MAP;
D O I
10.1139/gen-2013-0111
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Tissue-specific gene expression is thought to be one of the major forces shaping mammalian gene order. A recent study that used whole-genome chromosome conformation assays has shown that the mammalian genome is divided into specific topological domains that are shared between different tissues and organisms. Here, we wanted to assess whether gene expression and regulation are involved in shaping these domains and can be used to classify them. We analyzed gene expression and regulation levels in these domains by using RNA-seq and enhancer-associated ChIP-seq datasets for 17 different mouse tissues. We found 162 domains that are active (high gene expression and regulation) in all 17 tissues. These domains are significantly shorter, contain less repeats, and have more housekeeping genes. In contrast, we found 29 domains that are inactive (low gene expression and regulation) in all analyzed tissues and are significantly longer, have more repeats, and gene deserts. Tissue-specific active domains showed some correlation with tissue-type and gene ontology. Domain temporal gene regulation and expression differences also displayed some gene ontology terms fitting their temporal function. Combined, our results provide a catalog of shared and tissue-specific topological domains and suggest that gene expression and regulation could have a role in shaping them.
引用
收藏
页码:415 / 423
页数:9
相关论文
共 50 条
  • [1] Chromatin domains, insulators, and the regulation of gene expression
    Ghirlando, Rodolfo
    Giles, Keith
    Gowher, Humaira
    Xiao, Tiaojiang
    Xu, Zhixiong
    Yao, Hongjie
    Felsenfeld, Gary
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS, 2012, 1819 (07): : 644 - 651
  • [2] Functional gene expression domains: defining the functional unit of eukaryotic gene regulation
    Dillon, N
    Sabbattini, P
    [J]. BIOESSAYS, 2000, 22 (07) : 657 - 665
  • [3] Gene expression based cancer classification
    Tarek, Sara
    Abd Elwahab, Reda
    Shoman, Mahmoud
    [J]. EGYPTIAN INFORMATICS JOURNAL, 2017, 18 (03) : 151 - 159
  • [4] Topological-based classification using artificial gene networks
    Liu, CC
    Chen, WSE
    Chang, PC
    Chen, JJW
    [J]. ICCI 2005: FOURTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS - PROCEEDINGS, 2005, : 49 - 56
  • [6] WHITE GENE-EXPRESSION, REPRESSIVE CHROMATIN DOMAINS AND HOMEOTIC GENE-REGULATION IN DROSOPHILA
    PIRROTTA, V
    RASTELLI, L
    [J]. BIOESSAYS, 1994, 16 (08) : 549 - 556
  • [7] Classification of genes based on gene expression analysis
    Angelova, M.
    Myers, C.
    Faith, J.
    [J]. PHYSICS OF ATOMIC NUCLEI, 2008, 71 (05) : 780 - 787
  • [8] Gene expression based classification of gastric carcinoma
    Norsett, KG
    Lægreid, A
    Midelfart, H
    Yadetie, F
    Erlandsen, SE
    Falkmer, S
    Gronbech, JE
    Waldum, HL
    Komorowski, J
    Sandvik, AK
    [J]. CANCER LETTERS, 2004, 210 (02) : 227 - 237
  • [9] Classification of genes based on gene expression analysis
    M. Angelova
    C. Myers
    J. Faith
    [J]. Physics of Atomic Nuclei, 2008, 71 : 780 - 787
  • [10] Dissection of FUS domains involved in regulation of SnRNP70 gene expression
    Nakaya, Tadashi
    [J]. FEBS LETTERS, 2020, 594 (21) : 3518 - 3529