Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma

被引:30
作者
Wu, Bingli [1 ]
Li, Chunquan [1 ,2 ]
Du, Zepeng [3 ]
Yao, Qianlan [4 ]
Wu, Jianyi [1 ]
Feng, Li [4 ]
Zhang, Pixian [1 ]
Li, Shang [2 ]
Xu, Liyan [5 ]
Li, Enmin [1 ]
机构
[1] Shantou Univ, Coll Med, Dept Biochem & Mol Biol, Shantou 515041, Peoples R China
[2] Harbin Med Univ, Coll Med Informat, Daqing 163319, Peoples R China
[3] Shantou Cent Hosp, Dept Pathol, Shantou 515041, Peoples R China
[4] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin 150081, Peoples R China
[5] Shantou Univ, Coll Med, Inst Oncol Pathol, Shantou 515041, Peoples R China
来源
SCIENTIFIC REPORTS | 2014年 / 4卷
基金
美国国家科学基金会; 国家高技术研究发展计划(863计划);
关键词
GELATINASE-ASSOCIATED LIPOCALIN; IDENTIFICATION; NGAL; RECEPTOR; PATHWAY;
D O I
10.1038/srep05403
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
LCN2 (lipocalin 2) is a member of the lipocalin family of proteins that transport small, hydrophobic ligands. LCN2 is elevated in various cancers including esophageal squamous cell carcinoma (ESCC). In this study, LCN2 was overexpressed in the EC109 ESCC cell line and we applied integrated analyses of the gene expression data to identify protein-protein interactions (PPI) network to enhance our understanding of the role of LCN2 in ESCC. Through further mining of PPI sub-networks, hundreds of differentially expressed genes (DEGs) were identified to interact with thousands of other proteins. Subcellular localization analyses found the DEGs and their directly or indirectly interacting proteins distributed in multiple layers, which was applied to analyze the possible paths between two DEGs. Gene Ontology annotation generated a functional annotation map and found hundreds of significant terms, especially those associated with the known and potential roles of LCN2 protein. The algorithm of Random Walk with Restart was applied to prioritize the DEGs and identified several cancer-related DEGs ranked closest to LCN2 protein. These analyses based on PPI network have greatly expanded our understanding of the mRNA expression profile of LCN2 overexpresssion for future examination of the roles and mechanisms of LCN2.
引用
收藏
页数:10
相关论文
共 46 条
  • [1] Computing topological parameters of biological networks
    Assenov, Yassen
    Ramirez, Fidel
    Schelhorn, Sven-Eric
    Lengauer, Thomas
    Albrecht, Mario
    [J]. BIOINFORMATICS, 2008, 24 (02) : 282 - 284
  • [2] Gene Expression: Protein Interaction Systems Network Modeling Identifies Transformation-Associated Molecules and Pathways in Ovarian Cancer
    Bapat, Sharmila A.
    Krishnan, Anagha
    Ghanate, Avinash D.
    Kusumbe, Anjali P.
    Kalra, Rajkumar S.
    [J]. CANCER RESEARCH, 2010, 70 (12) : 4809 - 4819
  • [3] Network biology:: Understanding the cell's functional organization
    Barabási, AL
    Oltvai, ZN
    [J]. NATURE REVIEWS GENETICS, 2004, 5 (02) : 101 - U15
  • [4] Cerebral: a Cytoscape plugin for layout of and interaction with biological networks using subcellular localization annotation
    Barsky, Aaron
    Gardy, Jennifer L.
    Hancock, Robert E. W.
    Munzner, Tamara
    [J]. BIOINFORMATICS, 2007, 23 (08) : 1040 - 1042
  • [5] ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks
    Bindea, Gabriela
    Mlecnik, Bernhard
    Hackl, Hubert
    Charoentong, Pornpimol
    Tosolini, Marie
    Kirilovsky, Amos
    Fridman, Wolf-Herman
    Pages, Franck
    Trajanoski, Zlatko
    Galon, Jerome
    [J]. BIOINFORMATICS, 2009, 25 (08) : 1091 - 1093
  • [6] Neutrophil gelatinase-associated lipocalin (NGAL) in human neoplasias: A new protein enters the scene
    Bolignano, Davide
    Donato, Valentina
    Lacquaniti, Antonio
    Fazio, Maria Rosaria
    Bono, Caterina
    Coppolino, Giuseppe
    Buemi, Michele
    [J]. CANCER LETTERS, 2010, 288 (01) : 10 - 16
  • [7] The multifaceted roles of neutrophil gelatinase associated lipocalin (NGAL) in inflammation and cancer
    Chakraborty, Subhankar
    Kaur, Sukhwinder
    Guha, Sushovan
    Batra, Surinder K.
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2012, 1826 (01): : 129 - 169
  • [8] The BioGRID interaction database: 2013 update
    Chatr-aryamontri, Andrew
    Breitkreutz, Bobby-Joe
    Heinicke, Sven
    Boucher, Lorrie
    Winter, Andrew
    Stark, Chris
    Nixon, Julie
    Ramage, Lindsay
    Kolas, Nadine
    O'Donnell, Lara
    Reguly, Teresa
    Breitkreutz, Ashton
    Sellam, Adnane
    Chen, Daici
    Chang, Christie
    Rust, Jennifer
    Livstone, Michael
    Oughtred, Rose
    Dolinski, Kara
    Tyers, Mike
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D816 - D823
  • [9] Disease candidate gene identification and prioritization using protein interaction networks
    Chen, Jing
    Aronow, Bruce J.
    Jegga, Anil G.
    [J]. BMC BIOINFORMATICS, 2009, 10
  • [10] Csardi G., 2006, INTERJOURNAL COMPLEX, V1695, P1, DOI DOI 10.3724/SP.J.1087.2009.02191