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Phylogibbs is an algorithm for discovering regulatory sites in a collection of DNA sequences, including multiple alignments of orthologous sequences from related organisms.The algorithm uses a Gibbs sampling strategy, takes the phylogenetic relationships of the input sequences rigorously into account, and assigns realistic posterior probabilities to reported sites using a novel annealing+tracking strategy.
keywords: alignment, alignment analysis, animal, arthropod, Bayesian network, binding sites prediction, C, ChIP-seq, evolution, fungi, genetic data analysis, genomics, Gibbs sampler, HMM, human, insect, interaction, maximum likelihood, model of evolution, multiple sequence alignment (MSA), network, NGS, phylogibbs, population genetics, regulatory site, selection, sequence analysis, sequence comparison, short sequence alignment, similarity search, transcription factor binding site, transcription module, transcription regulation, transcriptome analysis, vertebrate