Title :
Finding transcription factor binding sites in DNA sequences: a template based approach
Author :
Gunewardena, S. ; Zhaolei Zhang
Author_Institution :
Comput. Lab., Oxford Univ.
Abstract :
The short and highly degenerate nature of transcription factor (TF) binding sites makes their identification a challenging task. We propose a new method based on templates for identifying TF binding sites. Templates account for sequence structure and nucleotide polymorphisms present in TF binding sits providing them with a greater discriminatory capability to methods based on sequence homology
Keywords :
DNA; DNA sequences; nucleotide polymorphisms; sequence homology; template based approach; transcription factor; transcription factor binding sites; Bioinformatics; DNA; Educational institutions; Encoding; Hidden Markov models; Laboratories; Neural networks; Proteins; Sampling methods; Sequences;
Conference_Titel :
Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on
Conference_Location :
Novosibirsk
Print_ISBN :
0-7803-9403-8
DOI :
10.1109/SSP.2005.1628739