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2013 ; 14
(8
): R84
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English Wikipedia
PROmiRNA: a new miRNA promoter recognition method uncovers the complex regulation
of intronic miRNAs
#MMPMID23958307
Marsico A
; Huska MR
; Lasserre J
; Hu H
; Vucicevic D
; Musahl A
; Orom U
; Vingron M
Genome Biol
2013[Aug]; 14
(8
): R84
PMID23958307
show ga
The regulation of intragenic miRNAs by their own intronic promoters is one of the
open problems of miRNA biogenesis. Here, we describe PROmiRNA, a new approach for
miRNA promoter annotation based on a semi-supervised statistical model trained on
deepCAGE data and sequence features. We validate our results with existing
annotation, PolII occupancy data and read coverage from RNA-seq data. Compared to
previous methods PROmiRNA increases the detection rate of intronic promoters by
30%, allowing us to perform a large-scale analysis of their genomic features, as
well as elucidate their contribution to tissue-specific regulation. PROmiRNA can
be downloaded from http://promirna.molgen.mpg.de.