DocumentCode
478726
Title
Tiger HRE Finder - A Tool for Identification of Hormone Receptor Binding Sites in Query Sequences
Author
Stepanova, Maria ; Feng, Lin ; Lin, Valerie C L
Author_Institution
Bioinformatics Res. Centre, Nanyang Technol. Univ.
Volume
1
fYear
2006
fDate
20-24 June 2006
Firstpage
22
Lastpage
26
Abstract
Prediction of transcription factor binding sites is a crucial challenge in investigation of mechanisms of gene expression regulation. Due to high diversity of different types of transcription factors and their DNA binding preferences, it is difficult to establish an accurate model for recognition of functional regulatory elements in promoters of eukaryotic genes. Here we present a tool for precise prediction of a large group of transcription factor binding sites - steroid hormone response elements. The tool uses large training set of experimentally confirmed steroid hormone response elements, and adapts sequence-based statistic method of position weight matrix, for identification of the binding sites of the query sequences. Accuracy level (considering trade-off sensitivity vs. specificity) is a user-defined parameter and a table of correspondence of the above values is collected from a number of independent tests
Keywords
DNA; biology computing; cellular biophysics; genetics; molecular biophysics; statistical analysis; DNA binding; Tiger HRE Finder; eukaryotic genes; gene expression regulation; hormone receptor binding site identification; position weight matrix; query sequence; sequence-based statistic method; steroid hormone response elements; transcription factor binding site; Biochemistry; Bioinformatics; Biology computing; DNA; Drives; Gene expression; Proteins; Sequences; Statistics; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
Conference_Location
Hanzhou, Zhejiang
Print_ISBN
0-7695-2581-4
Type
conf
DOI
10.1109/IMSCCS.2006.134
Filename
4673520
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