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MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes

The newest technologies for DNA sequencing have led to the determination of the primary structure of the genomes of organisms, mainly prokaryotes, with high efficiency and at lower costs. However, the presence of regions with repetitive sequences, in addition to the short reads produced by the Next-...

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Autores principales: Mariano, Diego CB, Pereira, Felipe L, Ghosh, Preetam, Barh, Debmalya, Figueiredo, Henrique CP, Silva, Artur, Ramos, Rommel TJ, Azevedo, Vasco AC
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Biomedical Informatics 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4512001/
https://www.ncbi.nlm.nih.gov/pubmed/26229287
http://dx.doi.org/10.6026/97320630011276
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author Mariano, Diego CB
Pereira, Felipe L
Ghosh, Preetam
Barh, Debmalya
Figueiredo, Henrique CP
Silva, Artur
Ramos, Rommel TJ
Azevedo, Vasco AC
author_facet Mariano, Diego CB
Pereira, Felipe L
Ghosh, Preetam
Barh, Debmalya
Figueiredo, Henrique CP
Silva, Artur
Ramos, Rommel TJ
Azevedo, Vasco AC
author_sort Mariano, Diego CB
collection PubMed
description The newest technologies for DNA sequencing have led to the determination of the primary structure of the genomes of organisms, mainly prokaryotes, with high efficiency and at lower costs. However, the presence of regions with repetitive sequences, in addition to the short reads produced by the Next-Generation Sequencing (NGS) platforms, created a lot of difficulty in reconstructing the original genome in silico. Thus, even today, genome assembly continues to be one of the major challenges in bioinformatics specifically when repetitive sequences are considered. In this paper, we present an approach to assemble repetitive regions in prokaryotic genomes. Our methodology enables (i) the identification of these regions through visual tools, (ii) the characterization of sequences on the extremities of gaps and (iii) the extraction of consensus sequences based on mapping of raw data to a reference genome. We also present a case study on the assembly of regions that encode ribosomal RNAs (rRNA) in the genome of Corynebacterium ulcerans FRC11, in order to show the efficiency of the strategies presented here. The proposed methods and tools will help in finishing genome assemblies, besides reducing the running time and associated costs. AVAILABILITY: All scripts are available at http://github.com/dcbmariano/maprepeat
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spelling pubmed-45120012015-07-30 MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes Mariano, Diego CB Pereira, Felipe L Ghosh, Preetam Barh, Debmalya Figueiredo, Henrique CP Silva, Artur Ramos, Rommel TJ Azevedo, Vasco AC Bioinformation Software The newest technologies for DNA sequencing have led to the determination of the primary structure of the genomes of organisms, mainly prokaryotes, with high efficiency and at lower costs. However, the presence of regions with repetitive sequences, in addition to the short reads produced by the Next-Generation Sequencing (NGS) platforms, created a lot of difficulty in reconstructing the original genome in silico. Thus, even today, genome assembly continues to be one of the major challenges in bioinformatics specifically when repetitive sequences are considered. In this paper, we present an approach to assemble repetitive regions in prokaryotic genomes. Our methodology enables (i) the identification of these regions through visual tools, (ii) the characterization of sequences on the extremities of gaps and (iii) the extraction of consensus sequences based on mapping of raw data to a reference genome. We also present a case study on the assembly of regions that encode ribosomal RNAs (rRNA) in the genome of Corynebacterium ulcerans FRC11, in order to show the efficiency of the strategies presented here. The proposed methods and tools will help in finishing genome assemblies, besides reducing the running time and associated costs. AVAILABILITY: All scripts are available at http://github.com/dcbmariano/maprepeat Biomedical Informatics 2015-06-30 /pmc/articles/PMC4512001/ /pubmed/26229287 http://dx.doi.org/10.6026/97320630011276 Text en © 2015 Biomedical Informatics This is an Open Access article which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. This is distributed under the terms of the Creative Commons Attribution License.
spellingShingle Software
Mariano, Diego CB
Pereira, Felipe L
Ghosh, Preetam
Barh, Debmalya
Figueiredo, Henrique CP
Silva, Artur
Ramos, Rommel TJ
Azevedo, Vasco AC
MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes
title MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes
title_full MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes
title_fullStr MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes
title_full_unstemmed MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes
title_short MapRepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes
title_sort maprepeat: an approach for effective assembly of repetitive regions in prokaryotic genomes
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4512001/
https://www.ncbi.nlm.nih.gov/pubmed/26229287
http://dx.doi.org/10.6026/97320630011276
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