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Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome
N(6)-methyladenosine (m(6)A) plays important roles in a branch of biological and physiological processes. Accurate identification of m(6)A sites is especially helpful for understanding their biological functions. Since the wet-lab techniques are still expensive and time-consuming, it's urgent t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5960707/ https://www.ncbi.nlm.nih.gov/pubmed/29867860 http://dx.doi.org/10.3389/fmicb.2018.00955 |
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author | Zhang, Jidong Feng, Pengmian Lin, Hao Chen, Wei |
author_facet | Zhang, Jidong Feng, Pengmian Lin, Hao Chen, Wei |
author_sort | Zhang, Jidong |
collection | PubMed |
description | N(6)-methyladenosine (m(6)A) plays important roles in a branch of biological and physiological processes. Accurate identification of m(6)A sites is especially helpful for understanding their biological functions. Since the wet-lab techniques are still expensive and time-consuming, it's urgent to develop computational methods to identify m(6)A sites from primary RNA sequences. Although there are some computational methods for identifying m(6)A sites, no methods whatsoever are available for detecting m(6)A sites in microbial genomes. In this study, we developed a computational method for identifying m(6)A sites in Escherichia coli genome. The accuracies obtained by the proposed method are >90% in both 10-fold cross-validation test and independent dataset test, indicating that the proposed method holds the high potential to become a useful tool for the identification of m(6)A sites in microbial genomes. |
format | Online Article Text |
id | pubmed-5960707 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-59607072018-06-04 Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome Zhang, Jidong Feng, Pengmian Lin, Hao Chen, Wei Front Microbiol Microbiology N(6)-methyladenosine (m(6)A) plays important roles in a branch of biological and physiological processes. Accurate identification of m(6)A sites is especially helpful for understanding their biological functions. Since the wet-lab techniques are still expensive and time-consuming, it's urgent to develop computational methods to identify m(6)A sites from primary RNA sequences. Although there are some computational methods for identifying m(6)A sites, no methods whatsoever are available for detecting m(6)A sites in microbial genomes. In this study, we developed a computational method for identifying m(6)A sites in Escherichia coli genome. The accuracies obtained by the proposed method are >90% in both 10-fold cross-validation test and independent dataset test, indicating that the proposed method holds the high potential to become a useful tool for the identification of m(6)A sites in microbial genomes. Frontiers Media S.A. 2018-05-14 /pmc/articles/PMC5960707/ /pubmed/29867860 http://dx.doi.org/10.3389/fmicb.2018.00955 Text en Copyright © 2018 Zhang, Feng, Lin and Chen. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Zhang, Jidong Feng, Pengmian Lin, Hao Chen, Wei Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome |
title | Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome |
title_full | Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome |
title_fullStr | Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome |
title_full_unstemmed | Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome |
title_short | Identifying RNA N(6)-Methyladenosine Sites in Escherichia coli Genome |
title_sort | identifying rna n(6)-methyladenosine sites in escherichia coli genome |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5960707/ https://www.ncbi.nlm.nih.gov/pubmed/29867860 http://dx.doi.org/10.3389/fmicb.2018.00955 |
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