Characterization and identification of microRNA core promoters in four model species

作者: Xuefeng Zhou , Jianhua Ruan , Guandong Wang , Weixiong Zhang

DOI: 10.1371/JOURNAL.PCBI.0030037

关键词: Lin-4 microRNA precursorCaenorhabditis elegansRegulation of gene expressionBiologyGeneticsConserved sequenceSequence analysismicroRNAPromoterGene

摘要: MicroRNAs are short, noncoding RNAs that play important roles in post-transcriptional gene regulation. Although many functions of microRNAs plants and animals have been revealed recent years, the transcriptional mechanism microRNA genes is not well-understood. To elucidate regulation genes, we study characterize, a genome scale, promoters intergenic Caenorhabditis elegans, Homo sapiens, Arabidopsis thaliana, Oryza sativa. We show most known these four species same type as protein-coding have. further characterize developed novel promoter prediction method, called common query voting (CoVote), which more effective than available methods. Using this new identify putative core model species. Moreover, discover significant, characteristic sequence motifs promoters, several match or resemble cis-acting elements for transcription initiation. Among motifs, some conserved across different while specific to individual

参考文章(56)
Steven L. Salzberg, Alberto Segre, Programs for Machine Learning ,(1994)
Bernhard Schölkopf, Alexander J. Smola, Learning with Kernels The MIT Press. pp. 626- ,(2018) , 10.7551/MITPRESS/4175.001.0001
Charles Elkan, Timothy L. Bailey, Fitting a mixture model by expectation maximization to discover motifs in biopolymers. intelligent systems in molecular biology. ,vol. 2, pp. 28- 36 ,(1994)
Carlos Molina, Erich Grotewold, Genome wide analysis of Arabidopsis core promoters BMC Genomics. ,vol. 6, pp. 25- 25 ,(2005) , 10.1186/1471-2164-6-25
Gary Ruvkun, Brenda J. Reinhart, Frank J. Slack, Michael Basson, Amy E. Pasquinelli, Jill C. Bettinger, Ann E. Rougvie, H. Robert Horvitz, The 21-nucleotide let-7 RNA regulates developmental timing in Caenorhabditis elegans Nature. ,vol. 403, pp. 901- 906 ,(2000) , 10.1038/35002607
A C Johnson, Y Jinno, G T Merlino, Modulation of epidermal growth factor receptor proto-oncogene transcription by a promoter site sensitive to S1 nuclease. Molecular and Cellular Biology. ,vol. 8, pp. 4174- 4184 ,(1988) , 10.1128/MCB.8.10.4174
Lorenzo F Sempere, Nicholas S Sokol, Edward B Dubrovsky, Edward M Berger, Victor Ambros, Temporal regulation of microRNA expression in Drosophila melanogaster mediated by hormonal signals and Broad-Complex gene activity Developmental Biology. ,vol. 259, pp. 9- 18 ,(2003) , 10.1016/S0012-1606(03)00208-2