Literature DB >> 28799567

Identification of breast cancer mechanism based on weighted gene coexpression network analysis.

X Guo1, H Xiao1, S Guo2, L Dong3, J Chen3.   

Abstract

Our gene expression-profiling analysis aimed to explain the mechanism of breast cancer development by identifying key pathways and constructing networks of related transcription factors (TFs) and microRNAs (miRNAs) in breast cancer tissues. Gene expression profiles of normal and breast cancer tissues were downloaded to identify differentially expressed genes (DEGs). Coexpression modules were explored using weighted gene coexpression network analysis (WGCNA). Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses were performed to discover the enriched functionally associated gene groups and define pathways in breast cancer, respectively. miRNAs-DEGs and TF-DEG regulatory networks were constructed using Cytoscape. CDK6(cyclin-dependent kinase), miR-124, EGF(epidermal growth factor) and NF-κB(nuclear factor of kappa light polypeptide gene enhancer in B-cells 1) expression was also analyzed using real-time quantitative PCR. Totally, 7713 DEGs were identified for WGCNA. The results revealed that 1388 upregulated DEGs were associated with protein transport, protein localization and organic substance transport, whereas 1819 downregulated DEGs were associated with cancer and Wnt signaling pathways. Five miRNAs (miR-760, miR-1276, miR-124, miR-124-3p and miR-506-3p) with a degree of ⩾15 and one important TF (NF-κB) were identified in miRNA and TF regulatory networks. CDK6 mRNA and miR-124 expression was significantly reduced and EGF mRNA expression was clearly enhanced in cancer tissues compared with those in normal breast tissues. The CDK6 gene could be regulated by miR-124, which is involved in Wnt signaling and cancer pathways. NF-κB might initiate the breast cancer pathway by targeting EGF in human breast cancer tissues. This putative information on regulatory networks in breast cancer will be beneficial for future researches on mechanisms underlying its development.

Entities:  

Mesh:

Substances:

Year:  2017        PMID: 28799567     DOI: 10.1038/cgt.2017.23

Source DB:  PubMed          Journal:  Cancer Gene Ther        ISSN: 0929-1903            Impact factor:   5.987


  41 in total

1.  The Gene Ontology (GO) database and informatics resource.

Authors:  M A Harris; J Clark; A Ireland; J Lomax; M Ashburner; R Foulger; K Eilbeck; S Lewis; B Marshall; C Mungall; J Richter; G M Rubin; J A Blake; C Bult; M Dolan; H Drabkin; J T Eppig; D P Hill; L Ni; M Ringwald; R Balakrishnan; J M Cherry; K R Christie; M C Costanzo; S S Dwight; S Engel; D G Fisk; J E Hirschman; E L Hong; R S Nash; A Sethuraman; C L Theesfeld; D Botstein; K Dolinski; B Feierbach; T Berardini; S Mundodi; S Y Rhee; R Apweiler; D Barrell; E Camon; E Dimmer; V Lee; R Chisholm; P Gaudet; W Kibbe; R Kishore; E M Schwarz; P Sternberg; M Gwinn; L Hannick; J Wortman; M Berriman; V Wood; N de la Cruz; P Tonellato; P Jaiswal; T Seigfried; R White
Journal:  Nucleic Acids Res       Date:  2004-01-01       Impact factor: 16.971

2.  Cytoscape: a software environment for integrated models of biomolecular interaction networks.

Authors:  Paul Shannon; Andrew Markiel; Owen Ozier; Nitin S Baliga; Jonathan T Wang; Daniel Ramage; Nada Amin; Benno Schwikowski; Trey Ideker
Journal:  Genome Res       Date:  2003-11       Impact factor: 9.043

3.  MicroRNA-antagonism regulates breast cancer stemness and metastasis via TET-family-dependent chromatin remodeling.

Authors:  Laura Poliseno; Min Sup Song; Su Jung Song; Ugo Ala; Kaitlyn Webster; Christopher Ng; Gary Beringer; Nicolai J Brikbak; Xin Yuan; Lewis C Cantley; Andrea L Richardson; Pier Paolo Pandolfi
Journal:  Cell       Date:  2013-07-03       Impact factor: 41.582

Review 4.  Beyond the cell cycle: a new role for Cdk6 in differentiation.

Authors:  Martha J Grossel; Philip W Hinds
Journal:  J Cell Biochem       Date:  2006-02-15       Impact factor: 4.429

5.  A microRNA polycistron as a potential human oncogene.

Authors:  Lin He; J Michael Thomson; Michael T Hemann; Eva Hernando-Monge; David Mu; Summer Goodson; Scott Powers; Carlos Cordon-Cardo; Scott W Lowe; Gregory J Hannon; Scott M Hammond
Journal:  Nature       Date:  2005-06-09       Impact factor: 49.962

Review 6.  Gene expression profiling in breast cancer: classification, prognostication, and prediction.

Authors:  Jorge S Reis-Filho; Lajos Pusztai
Journal:  Lancet       Date:  2011-11-19       Impact factor: 79.321

Review 7.  Tumor heterogeneity: causes and consequences.

Authors:  Andriy Marusyk; Kornelia Polyak
Journal:  Biochim Biophys Acta       Date:  2009-11-18

8.  A multidrug-resistant MCF-7 human breast cancer cell line which exhibits cross-resistance to antiestrogens and hormone-independent tumor growth in vivo.

Authors:  P J Vickers; R B Dickson; R Shoemaker; K H Cowan
Journal:  Mol Endocrinol       Date:  1988-10

Review 9.  Molecular characterization of basal-like and non-basal-like triple-negative breast cancer.

Authors:  Aleix Prat; Barbara Adamo; Maggie C U Cheang; Carey K Anders; Lisa A Carey; Charles M Perou
Journal:  Oncologist       Date:  2013-02-12

10.  Identification of Biomarkers in Breast Cancer by Gene Expression Profiling Using Human Tissues.

Authors:  Junjie Fu; William Allen; Amy Xia; Zhuofan Ma; Xin Qi
Journal:  Genom Data       Date:  2014-12-01
View more
  22 in total

1.  Promising diagnostic and prognostic value of six genes in human hepatocellular carcinoma.

Authors:  Guanqi Zhang; Zhengchun Kang; Hongliang Mei; Zhiyuan Huang; Hanjun Li
Journal:  Am J Transl Res       Date:  2020-04-15       Impact factor: 4.060

2.  Identification of lncRNA TRPM2-AS/miR-140-3p/PYCR1 axis's proliferates and anti-apoptotic effect on breast cancer using co-expression network analysis.

Authors:  Tong Sun; Yan Song; Hong Yu; Xiao Luo
Journal:  Cancer Biol Ther       Date:  2019-02-27       Impact factor: 4.742

3.  Identification of Key Pathways and Genes in the Dynamic Progression of HCC Based on WGCNA.

Authors:  Li Yin; Zhihui Cai; Baoan Zhu; Cunshuan Xu
Journal:  Genes (Basel)       Date:  2018-02-14       Impact factor: 4.096

4.  Disease-related cellular protein networks differentially affected under different EGFR mutations in lung adenocarcinoma.

Authors:  Toshihide Nishimura; Haruhiko Nakamura; Ayako Yachie; Takeshi Hase; Kiyonaga Fujii; Hirotaka Koizumi; Saeko Naruki; Masayuki Takagi; Yukiko Matsuoka; Naoki Furuya; Harubumi Kato; Hisashi Saji
Journal:  Sci Rep       Date:  2020-07-02       Impact factor: 4.379

5.  Identification of five hub genes as monitoring biomarkers for breast cancer metastasis in silico.

Authors:  Yun Cai; Jie Mei; Zhuang Xiao; Bujie Xu; Xiaozheng Jiang; Yongjie Zhang; Yichao Zhu
Journal:  Hereditas       Date:  2019-06-21       Impact factor: 3.271

6.  Identification of key modules and hub genes for small-cell lung carcinoma and large-cell neuroendocrine lung carcinoma by weighted gene co-expression network analysis of clinical tissue-proteomes.

Authors:  Haruhiko Nakamura; Kiyonaga Fujii; Vipul Gupta; Hiroko Hata; Hirotaka Koizumu; Masahiro Hoshikawa; Saeko Naruki; Yuka Miyata; Ikuya Takahashi; Tomoyuki Miyazawa; Hiroki Sakai; Kouhei Tsumoto; Masayuki Takagi; Hisashi Saji; Toshihide Nishimura
Journal:  PLoS One       Date:  2019-06-05       Impact factor: 3.240

7.  Co-expression network-based identification of biomarkers correlated with the lymph node metastasis of patients with head and neck squamous cell carcinoma.

Authors:  Yu Jin; Xing Qin
Journal:  Biosci Rep       Date:  2020-02-28       Impact factor: 3.840

8.  Identification of key candidate genes and pathways in hepatitis B virus-associated acute liver failure by bioinformatical analysis.

Authors:  Huapeng Lin; Qian Zhang; Xiaocheng Li; Yushen Wu; Ye Liu; Yingchun Hu
Journal:  Medicine (Baltimore)       Date:  2018-02       Impact factor: 1.889

9.  Transcriptome Signatures of Canine Mammary Gland Tumors and Its Comparison to Human Breast Cancers.

Authors:  Kang-Hoon Lee; Hyoung-Min Park; Keun-Hong Son; Tae-Jin Shin; Je-Yoel Cho
Journal:  Cancers (Basel)       Date:  2018-09-07       Impact factor: 6.639

10.  The synthetic histone-binding regulator protein PcTF activates interferon genes in breast cancer cells.

Authors:  Kimberly C Olney; David B Nyer; Daniel A Vargas; Melissa A Wilson Sayres; Karmella A Haynes
Journal:  BMC Syst Biol       Date:  2018-09-25
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.