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G4PromFinder: an algorithm for predicting transcription promoters in GC-rich bacterial genomes based on AT-rich elements and G-quadruplex motifs.

Marco Di SalvoEva PinatelAdelfia TalàMarco FondiClelia PeanoPietro Alifano
Published in: BMC bioinformatics (2018)
Our analysis shows that G4PromFinder is a powerful tool for promoter search in GC-rich bacteria, especially for bacteria coding for a lot of σ factors, such as the model microorganism S. coelicolor A3(2). Moreover consensus-based tools and, in general, tools that are based on specific features of bacterial σ factors seem to be less performing for promoter prediction in these types of bacterial genomes.
Keyphrases
  • transcription factor
  • dna methylation
  • gene expression
  • machine learning