• DocumentCode
    2378382
  • Title

    Investigating microRNA-transcription factor mediated regulatory network in glioblastoma

  • Author

    Gong, Xue ; Jia, Peilin ; Zhao, Zhongming

  • Author_Institution
    Sch. of Med., Dept. of Biomed. Inf., Vanderbilt Univ., Nashville, TN, USA
  • fYear
    2010
  • fDate
    18-18 Dec. 2010
  • Firstpage
    258
  • Lastpage
    263
  • Abstract
    Glioblastoma is the most aggressive form of brain cancer. Transcriptional aberrations may play an important role in etiology of glioblastoma, which might be caused through genomic alterations: nucleotide mutation, copy number variation, DNA mythelation. Here, we explored another possible mechanism involving cooperative deregulation of microRNAs (miRNAs) and transcription factors (TFs). Several miRNA-TF mediated regulatory modules have been verified. Under the hypothesis that miRNAs and TFs might have a combinational regulatory effect on glioblastoma genes, we searched glioblastoma-specific regulatory network by integration of miRNAs and TFs. Fifty-four feed-forward loops (FFLs) were identified among the glioblastoma related miRNAs, genes and TFs. Then, a novel miRNA-TF regulatory network for glioblastoma was constructed by converging those FFLs, in which PIK3R1, PTEN, C21ORF29, GOPC, LMX1A and LRP2 served as core genes. This study shed light on the regulatory mechanisms of glioblastoma related genes. It represents the first investigation of a miRNA-TF regulatory network for glioblastoma.
  • Keywords
    brain; cancer; feedforward neural nets; genetics; molecular biophysics; molecular configurations; neurophysiology; organic compounds; C21ORF29 gene; DNA mythelation; GOPC gene; LMX1A gene; LRP2 gene; PIK3R1 gene; PTEN gene; brain cancer; copy number variation; feed forward loops; genomic alterations; glioblastoma etiology; glioblastoma genes; glioblastoma specific regulatory network; miRNA deregulation; miRNA transcription factor mediated regulatory network; miRNA-TF cooperative deregulation; miRNA-TF mediated regulatory modules; microRNA; nucleotide mutation; transcription factor deregulation; transcriptional aberrations; feedforward loop; glioblastoma; microRNA; regulatory network; transcription factor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
  • Conference_Location
    Hong, Kong
  • Print_ISBN
    978-1-4244-8303-7
  • Electronic_ISBN
    978-1-4244-8304-4
  • Type

    conf

  • DOI
    10.1109/BIBMW.2010.5703809
  • Filename
    5703809