1. A Pattern-Based Method for the Identification of MicroRNA Binding Sites and Their Corresponding Heteroduplexes
- Author
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Miranda, Kevin C., Huynh, Tien, Tay, Yvonne, Ang, Yen-Sin, Tam, Wai-Leong, Thomson, Andrew M., Lim, Bing, and Rigoutsos, Isidore
- Subjects
Animal genetics -- Analysis ,Animal genetics -- Chemical properties ,Animal genetics -- Methods ,Stem cells -- Analysis ,Stem cells -- Chemical properties ,Stem cells -- Methods ,Developmental biology -- Analysis ,Developmental biology -- Chemical properties ,Developmental biology -- Methods ,Stem cell research -- Analysis ,Stem cell research -- Chemical properties ,Stem cell research -- Methods ,Biological sciences - Abstract
To link to full-text access for this article, visit this link: http://dx.doi.org/10.1016/j.cell.2006.07.031 Byline: Kevin C. Miranda (1), Tien Huynh (1), Yvonne Tay (2), Yen-Sin Ang (2), Wai-Leong Tam (2), Andrew M. Thomson (2), Bing Lim (2)(3), Isidore Rigoutsos (1) Abstract: We present rna22, a method for identifying microRNA binding sites and their corresponding heteroduplexes. Rna22 does not rely upon cross-species conservation, is resilient to noise, and, unlike previous methods, it first finds putative microRNA binding sites in the sequence of interest, then identifies the targeting microRNA. Computationally, we show that rna22 identifies most of the currently known heteroduplexes. Experimentally, with luciferase assays, we demonstrate average repressions of 30% or more for 168 of 226 tested targets. The analysis suggests that some microRNAs may have as many as a few thousand targets, and that between 74% and 92% of the gene transcripts in four model genomes are likely under microRNA control through their untranslated and amino acid coding regions. We also extended the method's key idea to a low-error microRNA-precursor-discovery scheme; our studies suggest that the number of microRNA precursors in mammalian genomes likely ranges in the tens of thousands. Author Affiliation: (1) Bioinformatics and Pattern Discovery Group, IBM Thomas J. Watson Research Center, Yorktown Heights, P.O. Box 218, NY 10598, USA (2) Stem Cell and Developmental Biology, Genome Institute of Singapore, 60 Biopolis Street, Genome #02-01, 138672, Singapore (3) Beth Israel Deaconess Medical Center, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02215, USA Article History: Received 5 April 2006; Revised 16 June 2006; Accepted 26 July 2006 Article Note: (miscellaneous) Published: September 21, 2006
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- 2006