Comprehensive analysis of computational approaches in plant transcription factors binding regions discovery.

ABSTRACT: Transcription factors (TFs) are regulatory proteins which bind to a specific DNA region known as the transcription factor binding regions (TFBRs) to regulate the rate of transcription process. The identification of TFBRs has been made possible by a number of experimental and computational techniques established during the past few years. The process of TFBR identification involves peak identification in the binding data, followed by the identification of motif characteristics. Using the same binding data attempts have been made to raise computational models to identify such binding regions which could save time and resources spent for binding experiments. These computational approaches depend a lot on what way they learn and how. These existing computational approaches are skewed heavily a

SUBMITTER: Jyoti 

PROVIDER: S-EPMC11620080 | biostudies-literature | 2024 Oct

REPOSITORIES: biostudies-literature