Screening of potential diagnostic markers and therapeutic targets against colorectal cancer

被引:32
作者
Tian, XiaoQing [1 ]
Sun, DanFeng [1 ]
Zhao, ShuLiang [1 ]
Xiong, Hua [1 ]
Fang, JingYuan [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Med, Renji Hosp, Dept Gastroenterol & Hepatol,Shanghai Inst Digest, Shanghai 200001, Peoples R China
来源
ONCOTARGETS AND THERAPY | 2015年 / 8卷
关键词
primary colorectal cancer; aberrant DNA methylation; microarray analysis; pathway enrichment analysis; transcription factor; SIGNALING PATHWAYS; CHIP-CHIP; DNA; EXPRESSION; GENES; COLON; ENCYCLOPEDIA;
D O I
10.2147/OTT.S81621
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
Objective: To identify genes with aberrant promoter methylation for developing novel diagnostic markers and therapeutic targets against primary colorectal cancer (CRC). Methods: Two paired CRC and adjacent normal tissues were collected from two CRC patients. A Resi: MBD2b protein-sepharose-4B column was used to enrich the methylated DNA fragments. Difference in the average methylation level of each DNA methylation region between the tumor and control samples was determined by log(2) fold change (FC) in each patient to screen the differentially methylated DNA regions. Genes with log(2)FC value >4 or <-4 were identified to be hypermethylated and hypomethylated, respectively. Then, the underlying functions of methylated genes were speculated by Gene Ontology database and pathway enrichment analyses. Furthermore, a protein-protein interaction network was built using Search Tool for the Retrieval of Interacting Genes/Proteins database, and the transcription factor binding sites were screened via the Encyclopedia of DNA Elements (ENCODE) database. Results: Totally, 2,284 and 1,142 genes were predicted to have aberrant promoter hypermethylation or hypomethylation, respectively. MAP3K5, MAP3K8, MAPK14, and MAPK9 with promoter hypermethylation functioned via MAPK signaling pathway, focal adhesion, or Wnt signaling pathway, whereas MAP2K1, MAPK3, MAPK11, and MAPK7 with promoter hypomethylation functioned via TGF-beta signaling pathway, neurotrophin signaling pathway, and chemokine signaling pathway. CREBBP, PIK3R1, MAPK14, APP, ESR1, MAPK3, and HRAS were the seven hubs in the constructed protein-protein interaction network. RPL22, RPL36, RPLP2, RPS7, and RPS9 were commonly regulated by transcription factors, and YY1 and IRF4 were hypermethylated. Conclusion: MAPK14, MAPK3, HRAS, YY1, and IRF4 may be considered as potential biomarkers for early diagnosis and therapy of CRC.
引用
收藏
页码:1691 / 1699
页数:9
相关论文
共 33 条
  • [1] Gene Ontology: tool for the unification of biology
    Ashburner, M
    Ball, CA
    Blake, JA
    Botstein, D
    Butler, H
    Cherry, JM
    Davis, AP
    Dolinski, K
    Dwight, SS
    Eppig, JT
    Harris, MA
    Hill, DP
    Issel-Tarver, L
    Kasarskis, A
    Lewis, S
    Matese, JC
    Richardson, JE
    Ringwald, M
    Rubin, GM
    Sherlock, G
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [2] The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity
    Barretina, Jordi
    Caponigro, Giordano
    Stransky, Nicolas
    Venkatesan, Kavitha
    Margolin, Adam A.
    Kim, Sungjoon
    Wilson, Christopher J.
    Lehar, Joseph
    Kryukov, Gregory V.
    Sonkin, Dmitriy
    Reddy, Anupama
    Liu, Manway
    Murray, Lauren
    Berger, Michael F.
    Monahan, John E.
    Morais, Paula
    Meltzer, Jodi
    Korejwa, Adam
    Jane-Valbuena, Judit
    Mapa, Felipa A.
    Thibault, Joseph
    Bric-Furlong, Eva
    Raman, Pichai
    Shipway, Aaron
    Engels, Ingo H.
    Cheng, Jill
    Yu, Guoying K.
    Yu, Jianjun
    Aspesi, Peter, Jr.
    de Silva, Melanie
    Jagtap, Kalpana
    Jones, Michael D.
    Wang, Li
    Hatton, Charles
    Palescandolo, Emanuele
    Gupta, Supriya
    Mahan, Scott
    Sougnez, Carrie
    Onofrio, Robert C.
    Liefeld, Ted
    MacConaill, Laura
    Winckler, Wendy
    Reich, Michael
    Li, Nanxin
    Mesirov, Jill P.
    Gabriel, Stacey B.
    Getz, Gad
    Ardlie, Kristin
    Chan, Vivien
    Myer, Vic E.
    [J]. NATURE, 2012, 483 (7391) : 603 - 607
  • [3] Epigenetic gene silencing in cancer - a mechanism for early oncogenic pathway addiction?
    Baylin, SB
    Ohm, JE
    [J]. NATURE REVIEWS CANCER, 2006, 6 (02) : 107 - 116
  • [4] Cao JN, 1997, J CANCER RES CLIN, V123, P447, DOI 10.1007/s004320050085
  • [5] Transcription factor YY1 expression in human gastrointestinal cancer cells
    Chinnappan, Dharmaraj
    Xiao, Dongmei
    Ratnasari, Anita
    Andry, Chris
    King, Thomas C.
    Weber, H. Christian
    [J]. INTERNATIONAL JOURNAL OF ONCOLOGY, 2009, 34 (05) : 1417 - 1423
  • [6] Fast genomic μChIP-chip from 1,000 cells
    Dahl, John Arne
    Reiner, Andrew H.
    Collas, Philippe
    [J]. GENOME BIOLOGY, 2009, 10 (02):
  • [7] MAP kinase signalling pathways in cancer
    Dhillon, A. S.
    Hagan, S.
    Rath, O.
    Kolch, W.
    [J]. ONCOGENE, 2007, 26 (22) : 3279 - 3290
  • [8] The MAPK signalling pathways and colorectal cancer
    Fang, JY
    Richardson, BC
    [J]. LANCET ONCOLOGY, 2005, 6 (05) : 322 - 327
  • [9] HYPOMETHYLATION DISTINGUISHES GENES OF SOME HUMAN CANCERS FROM THEIR NORMAL COUNTERPARTS
    FEINBERG, AP
    VOGELSTEIN, B
    [J]. NATURE, 1983, 301 (5895) : 89 - 92
  • [10] STRING v9.1: protein-protein interaction networks, with increased coverage and integration
    Franceschini, Andrea
    Szklarczyk, Damian
    Frankild, Sune
    Kuhn, Michael
    Simonovic, Milan
    Roth, Alexander
    Lin, Jianyi
    Minguez, Pablo
    Bork, Peer
    von Mering, Christian
    Jensen, Lars J.
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D808 - D815