De novo assembly and analysis of RNA-seq data

We describe Trans-ABySS, a de novo short-read transcriptome assembly and analysis pipeline that addresses variation in local read densities by assembling read substrings with varying stringencies and then merging the resulting contigs before analysis. Analyzing 7.4 gigabases of 50-base-pair paired-e...

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Main Authors: Robertson, G., Schein, J., Chiu, R., Corbett, R., Field, M., Jackman, S., Mungall, K., Lee, S., Okada, H., Qian, J., Griffith, M., Raymond, A., Thiessen, N., Cezard, T., Butterfield, Y., Newsome, R., Chan, S., She, R., Varhol, Richard, Kamoh, B., Prabhu, A., Tam, A., Zhao, Y., Moore, R., Hirst, M., Marra, M., Jones, S., Hoodless, P., Birol, I.
Format: Journal Article
Published: 2010
Online Access:http://hdl.handle.net/20.500.11937/16548
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author Robertson, G.
Schein, J.
Chiu, R.
Corbett, R.
Field, M.
Jackman, S.
Mungall, K.
Lee, S.
Okada, H.
Qian, J.
Griffith, M.
Raymond, A.
Thiessen, N.
Cezard, T.
Butterfield, Y.
Newsome, R.
Chan, S.
She, R.
Varhol, Richard
Kamoh, B.
Prabhu, A.
Tam, A.
Zhao, Y.
Moore, R.
Hirst, M.
Marra, M.
Jones, S.
Hoodless, P.
Birol, I.
author_facet Robertson, G.
Schein, J.
Chiu, R.
Corbett, R.
Field, M.
Jackman, S.
Mungall, K.
Lee, S.
Okada, H.
Qian, J.
Griffith, M.
Raymond, A.
Thiessen, N.
Cezard, T.
Butterfield, Y.
Newsome, R.
Chan, S.
She, R.
Varhol, Richard
Kamoh, B.
Prabhu, A.
Tam, A.
Zhao, Y.
Moore, R.
Hirst, M.
Marra, M.
Jones, S.
Hoodless, P.
Birol, I.
author_sort Robertson, G.
building Curtin Institutional Repository
collection Online Access
description We describe Trans-ABySS, a de novo short-read transcriptome assembly and analysis pipeline that addresses variation in local read densities by assembling read substrings with varying stringencies and then merging the resulting contigs before analysis. Analyzing 7.4 gigabases of 50-base-pair paired-end Illumina reads from an adult mouse liver poly(A) RNA library, we identified known, new and alternative structures in expressed transcripts, and achieved high sensitivity and specificity relative to reference-based assembly methods. © 2010 Nature America, Inc. All rights reserved.
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spelling curtin-20.500.11937-165482017-09-13T15:43:55Z De novo assembly and analysis of RNA-seq data Robertson, G. Schein, J. Chiu, R. Corbett, R. Field, M. Jackman, S. Mungall, K. Lee, S. Okada, H. Qian, J. Griffith, M. Raymond, A. Thiessen, N. Cezard, T. Butterfield, Y. Newsome, R. Chan, S. She, R. Varhol, Richard Kamoh, B. Prabhu, A. Tam, A. Zhao, Y. Moore, R. Hirst, M. Marra, M. Jones, S. Hoodless, P. Birol, I. We describe Trans-ABySS, a de novo short-read transcriptome assembly and analysis pipeline that addresses variation in local read densities by assembling read substrings with varying stringencies and then merging the resulting contigs before analysis. Analyzing 7.4 gigabases of 50-base-pair paired-end Illumina reads from an adult mouse liver poly(A) RNA library, we identified known, new and alternative structures in expressed transcripts, and achieved high sensitivity and specificity relative to reference-based assembly methods. © 2010 Nature America, Inc. All rights reserved. 2010 Journal Article http://hdl.handle.net/20.500.11937/16548 10.1038/nmeth.1517 restricted
spellingShingle Robertson, G.
Schein, J.
Chiu, R.
Corbett, R.
Field, M.
Jackman, S.
Mungall, K.
Lee, S.
Okada, H.
Qian, J.
Griffith, M.
Raymond, A.
Thiessen, N.
Cezard, T.
Butterfield, Y.
Newsome, R.
Chan, S.
She, R.
Varhol, Richard
Kamoh, B.
Prabhu, A.
Tam, A.
Zhao, Y.
Moore, R.
Hirst, M.
Marra, M.
Jones, S.
Hoodless, P.
Birol, I.
De novo assembly and analysis of RNA-seq data
title De novo assembly and analysis of RNA-seq data
title_full De novo assembly and analysis of RNA-seq data
title_fullStr De novo assembly and analysis of RNA-seq data
title_full_unstemmed De novo assembly and analysis of RNA-seq data
title_short De novo assembly and analysis of RNA-seq data
title_sort de novo assembly and analysis of rna-seq data
url http://hdl.handle.net/20.500.11937/16548