Cargando…

qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa

Recently, a new type of small interfering RNAs (qiRNAs) of typically 20~21 nucleotides was found in Neurospora crassa and rice and has been shown to regulate gene silencing in the DNA damage response. Identification of qiRNAs is fundamental for dissecting regulatory functions and molecular mechanism...

Descripción completa

Detalles Bibliográficos
Autores principales: Deng, Haiyou, Liu, Quan, Cao, Wei, Gui, Rong, Ma, Chengzhang, Yi, Ming, Yao, Yuangen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4948831/
https://www.ncbi.nlm.nih.gov/pubmed/27428111
http://dx.doi.org/10.1371/journal.pone.0159487
_version_ 1782443335523237888
author Deng, Haiyou
Liu, Quan
Cao, Wei
Gui, Rong
Ma, Chengzhang
Yi, Ming
Yao, Yuangen
author_facet Deng, Haiyou
Liu, Quan
Cao, Wei
Gui, Rong
Ma, Chengzhang
Yi, Ming
Yao, Yuangen
author_sort Deng, Haiyou
collection PubMed
description Recently, a new type of small interfering RNAs (qiRNAs) of typically 20~21 nucleotides was found in Neurospora crassa and rice and has been shown to regulate gene silencing in the DNA damage response. Identification of qiRNAs is fundamental for dissecting regulatory functions and molecular mechanisms. In contrast to other expensive and time-consuming experimental methods, the computational prediction of qiRNAs is a conveniently rapid method for gaining valuable information for a subsequent experimental verification. However, no tool existed to date for the prediction of qiRNAs. To this purpose, we developed the novel qiRNA prediction software package qiRNApredictor. This software demonstrates a promising sensitivity of 93.55% and a specificity of 71.61% from the leave-one-out validation. These studies might be beneficial for further experimental investigation. Furthermore, the local package of qiRNApredictor was implemented and made freely available to the academic community at Supplementary material.
format Online
Article
Text
id pubmed-4948831
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-49488312016-08-01 qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa Deng, Haiyou Liu, Quan Cao, Wei Gui, Rong Ma, Chengzhang Yi, Ming Yao, Yuangen PLoS One Research Article Recently, a new type of small interfering RNAs (qiRNAs) of typically 20~21 nucleotides was found in Neurospora crassa and rice and has been shown to regulate gene silencing in the DNA damage response. Identification of qiRNAs is fundamental for dissecting regulatory functions and molecular mechanisms. In contrast to other expensive and time-consuming experimental methods, the computational prediction of qiRNAs is a conveniently rapid method for gaining valuable information for a subsequent experimental verification. However, no tool existed to date for the prediction of qiRNAs. To this purpose, we developed the novel qiRNA prediction software package qiRNApredictor. This software demonstrates a promising sensitivity of 93.55% and a specificity of 71.61% from the leave-one-out validation. These studies might be beneficial for further experimental investigation. Furthermore, the local package of qiRNApredictor was implemented and made freely available to the academic community at Supplementary material. Public Library of Science 2016-07-18 /pmc/articles/PMC4948831/ /pubmed/27428111 http://dx.doi.org/10.1371/journal.pone.0159487 Text en © 2016 Deng et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Deng, Haiyou
Liu, Quan
Cao, Wei
Gui, Rong
Ma, Chengzhang
Yi, Ming
Yao, Yuangen
qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa
title qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa
title_full qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa
title_fullStr qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa
title_full_unstemmed qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa
title_short qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa
title_sort qirnapredictor: a novel computational program for the prediction of qirnas in neurospora crassa
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4948831/
https://www.ncbi.nlm.nih.gov/pubmed/27428111
http://dx.doi.org/10.1371/journal.pone.0159487
work_keys_str_mv AT denghaiyou qirnapredictoranovelcomputationalprogramforthepredictionofqirnasinneurosporacrassa
AT liuquan qirnapredictoranovelcomputationalprogramforthepredictionofqirnasinneurosporacrassa
AT caowei qirnapredictoranovelcomputationalprogramforthepredictionofqirnasinneurosporacrassa
AT guirong qirnapredictoranovelcomputationalprogramforthepredictionofqirnasinneurosporacrassa
AT machengzhang qirnapredictoranovelcomputationalprogramforthepredictionofqirnasinneurosporacrassa
AT yiming qirnapredictoranovelcomputationalprogramforthepredictionofqirnasinneurosporacrassa
AT yaoyuangen qirnapredictoranovelcomputationalprogramforthepredictionofqirnasinneurosporacrassa