ArticleBMC bioinformatics2007
HeliCis: a DNA motif discovery tool for colocalized motif pairs with periodic spacing.
Article in BMC bioinformatics, 2007. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Do Genomic Patterns and Fibonacci-Like Regularity Hold the Key to Reproductive Fitness in Livestock?Biochemical genetics · 2026Article
- periodicDNA: an R/Bioconductor package to investigate k-mer periodicity in DNA.F1000Research · 2021Article
- Unsupervised statistical discovery of spaced motifs in prokaryotic genomes.BMC genomics · 2017Article
- Identification of the RNA recognition element of the RBPMS family of RNA-binding proteins and their transcriptome-wide mRNA targets.RNA (New York, N.Y.) · 2014Article
- HOCOMOCO: a comprehensive collection of human transcription factor binding sites models.Nucleic acids research · 2013Article
- Active motif finder - a bio-tool based on mutational structures in DNA sequences.Journal of biomedical research · 2011Article
- Computational annotation of UTR cis-regulatory modules through Frequent Pattern Mining.BMC bioinformatics · 2009Article
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Abstract
backgroundCorrect temporal and spatial gene expression during metazoan development relies on combinatorial interactions between different transcription factors. As a consequence, cis-regulatory elements often colocalize in clusters termed cis-regulatory modules. These may have requirements on organizational features such as spacing, order and helical phasing (periodic spacing) between binding sites. Due to the turning of the DNA helix, a small modification of the distance between a pair of sites may sometimes drastically disrupt function, while insertion of a full helical turn of DNA (10-11 bp) between cis elements may cause functionality to be restored. Recently, de novo motif discovery methods which incorporate organizational properties such as colocalization and order preferences have been developed, but there are no tools which incorporate periodic spacing into the model.
resultsWe have developed a web based motif discovery tool, HeliCis, which features a flexible model which allows de novo detection of motifs with periodic spacing. Depending on the parameter settings it may also be used for discovering colocalized motifs without periodicity or motifs separated by a fixed gap of known or unknown length. We show on simulated data that it can efficiently capture the synergistic effects of colocalization and periodic spacing to improve detection of weak DNA motifs. It provides a simple to use web interface which interactively visualizes the current settings and thereby makes it easy to understand the parameters and the model structure.
conclusionHeliCis provides simple and efficient de novo discovery of colocalized DNA motif pairs, with or without periodic spacing. Our evaluations show that it can detect weak periodic patterns which are not easily discovered using a sequential approach, i.e. first finding the binding sites and second analyzing the properties of their pairwise distances.
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