Computer System “Gene Discovery” to Search for Patterns in Eukaryotic Regulatory Nucleotide Sequences

A method is proposed to automatically search for patterns in the mutual location of context signals in regulatory DNA sequences. The procedure is based on the methods of Data Mining and Knowledge Discovery software, implemented in a computer system Gene Discovery. This system was used to study erythroid-specific promoters and promoters of the endocrine-system genes from TRRD. We detected some trends in occurrence and localization of specific oligonucleotide groups.     

Analysis and Recognition of Erythroid-Specific Gene Promoters Basing on Degenerate Oligonucleotide Motifs

We developed a method to search for degenerate oligonucleotide motifs specific for certain regions in eukaryotic gene promoters. A procedure of promoter recognition based on these motifs is presented. The methods are integrated within the program package ARGO available for Internet users (http://wwwmgs.bionet.nsc.ru/mgs/programs/argo). This method was applied to study erythroid-specific gene promoters. High efficiency of their recognition is demonstrated.