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Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler

Advent of Next Generation Sequencing has led to possibilities of de novo transcriptome assembly of organisms without availability of complete genome sequence. Among various sequencing platforms available, Illumina is the most widely used platform based on data quality, quantity and cost. Various de...

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Autores principales: Bankar, Kiran Gopinath, Todur, Vivek Nagaraj, Shukla, Rohit Nandan, Vasudevan, Madavan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4583709/
https://www.ncbi.nlm.nih.gov/pubmed/26484285
http://dx.doi.org/10.1016/j.gdata.2015.07.012
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author Bankar, Kiran Gopinath
Todur, Vivek Nagaraj
Shukla, Rohit Nandan
Vasudevan, Madavan
author_facet Bankar, Kiran Gopinath
Todur, Vivek Nagaraj
Shukla, Rohit Nandan
Vasudevan, Madavan
author_sort Bankar, Kiran Gopinath
collection PubMed
description Advent of Next Generation Sequencing has led to possibilities of de novo transcriptome assembly of organisms without availability of complete genome sequence. Among various sequencing platforms available, Illumina is the most widely used platform based on data quality, quantity and cost. Various de novo transcriptome assemblers are also available today for construction of de novo transcriptome. In this study, we aimed at obtaining an ameliorated de novo transcriptome assembly with sequence reads obtained from Illumina platform and assembled using Trinity Assembler. We found that, primary transcriptome assembly obtained as a result of Trinity can be ameliorated on the basis of transcript length, coverage, and depth and protein homology. Our approach to ameliorate is reproducible and could enhance the sensitivity and specificity of the assembled transcriptome which could be critical for validation of the assembled transcripts and for planning various downstream biological assays.
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spelling pubmed-45837092015-10-19 Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler Bankar, Kiran Gopinath Todur, Vivek Nagaraj Shukla, Rohit Nandan Vasudevan, Madavan Genom Data Data in Brief Advent of Next Generation Sequencing has led to possibilities of de novo transcriptome assembly of organisms without availability of complete genome sequence. Among various sequencing platforms available, Illumina is the most widely used platform based on data quality, quantity and cost. Various de novo transcriptome assemblers are also available today for construction of de novo transcriptome. In this study, we aimed at obtaining an ameliorated de novo transcriptome assembly with sequence reads obtained from Illumina platform and assembled using Trinity Assembler. We found that, primary transcriptome assembly obtained as a result of Trinity can be ameliorated on the basis of transcript length, coverage, and depth and protein homology. Our approach to ameliorate is reproducible and could enhance the sensitivity and specificity of the assembled transcriptome which could be critical for validation of the assembled transcripts and for planning various downstream biological assays. Elsevier 2015-07-15 /pmc/articles/PMC4583709/ /pubmed/26484285 http://dx.doi.org/10.1016/j.gdata.2015.07.012 Text en © 2015 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Data in Brief
Bankar, Kiran Gopinath
Todur, Vivek Nagaraj
Shukla, Rohit Nandan
Vasudevan, Madavan
Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler
title Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler
title_full Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler
title_fullStr Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler
title_full_unstemmed Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler
title_short Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler
title_sort ameliorated de novo transcriptome assembly using illumina paired end sequence data with trinity assembler
topic Data in Brief
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4583709/
https://www.ncbi.nlm.nih.gov/pubmed/26484285
http://dx.doi.org/10.1016/j.gdata.2015.07.012
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