Title :
Identifying deregulated TF/miRNA negative and double-negative feedback loops in prostate cancer
Author :
Afshar, Ali Sobhi ; Xu, Jie ; Goutsias, John
Author_Institution :
Whitaker Biomed. Eng. Inst., Johns Hopkins Univ., Baltimore, MD, USA
Abstract :
Transcription factors (TFs) and MicroRNAs (miRNAs) are two important regulators of gene expression in cells. Although a wealth of information is available on how TFs bind their targets and carry out their regulatory roles, this is not true for miRNAs. Recent observations suggest a high level of coordination between transcriptional regulation by TFs and post-transcriptional regulation by miRNAs. Understanding TF/miRNA interactions and their roles in tumor initiation and progression is an important problem that may lead to systemic insights into the molecular biology of cancer and form a basis for the development of new diagnostic tools and therapeutic approaches. In this paper, we propose an integrated approach for identifying two types of TF/miRNA feedback loops deregulated in prostate cancer. Our approach can be used to assign context-dependent biological functions to TF/miRNA interactions and provide a better understanding of miRNA deregulation in cancer.
Keywords :
RNA; biochemistry; biological organs; cancer; cellular biophysics; genetics; medical diagnostic computing; molecular biophysics; patient diagnosis; tumours; TF-miRNA interactions; cells; context-dependent biological functions; deregulated TF-miRNA negative feedback loops; diagnostic tools; double-negative feedback loops; gene expression; microRNAs; molecular biology; post-transcriptional regulation; prostate cancer; therapeutic approaches; transcription factors; tumor initiation; tumor progression; Databases; Feedback loop; Gene expression; Prostate cancer; Tumors;
Conference_Titel :
Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE
Conference_Location :
Austin, TX
DOI :
10.1109/GlobalSIP.2013.6736819