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Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development

Transcriptomics has been widely applied to study grape berry development. With few exceptions, transcriptomic studies in grape are performed using the available genome sequence, PN40024, as reference. However, differences in gene content among grape accessions, which contribute to phenotypic differe...

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Autores principales: Minio, Andrea, Massonnet, Mélanie, Figueroa-Balderas, Rosa, Vondras, Amanda M., Blanco-Ulate, Barbara, Cantu, Dario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6404599/
https://www.ncbi.nlm.nih.gov/pubmed/30642874
http://dx.doi.org/10.1534/g3.118.201008
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author Minio, Andrea
Massonnet, Mélanie
Figueroa-Balderas, Rosa
Vondras, Amanda M.
Blanco-Ulate, Barbara
Cantu, Dario
author_facet Minio, Andrea
Massonnet, Mélanie
Figueroa-Balderas, Rosa
Vondras, Amanda M.
Blanco-Ulate, Barbara
Cantu, Dario
author_sort Minio, Andrea
collection PubMed
description Transcriptomics has been widely applied to study grape berry development. With few exceptions, transcriptomic studies in grape are performed using the available genome sequence, PN40024, as reference. However, differences in gene content among grape accessions, which contribute to phenotypic differences among cultivars, suggest that a single reference genome does not represent the species’ entire gene space. Though whole genome assembly and annotation can reveal the relatively unique or “private” gene space of any particular cultivar, transcriptome reconstruction is a more rapid, less costly, and less computationally intensive strategy to accomplish the same goal. In this study, we used single molecule-real time sequencing (SMRT) to sequence full-length cDNA (Iso-Seq) and reconstruct the transcriptome of Cabernet Sauvignon berries during berry ripening. In addition, short reads from ripening berries were used to error-correct low-expression isoforms and to profile isoform expression. By comparing the annotated gene space of Cabernet Sauvignon to other grape cultivars, we demonstrate that the transcriptome reference built with Iso-Seq data represents most of the expressed genes in the grape berries and includes 1,501 cultivar-specific genes. Iso-Seq produced transcriptome profiles similar to those obtained after mapping on a complete genome reference. Together, these results justify the application of Iso-Seq to identify cultivar-specific genes and build a comprehensive reference for transcriptional profiling that circumvents the necessity of a genome reference with its associated costs and computational weight.
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spelling pubmed-64045992019-03-11 Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development Minio, Andrea Massonnet, Mélanie Figueroa-Balderas, Rosa Vondras, Amanda M. Blanco-Ulate, Barbara Cantu, Dario G3 (Bethesda) Investigations Transcriptomics has been widely applied to study grape berry development. With few exceptions, transcriptomic studies in grape are performed using the available genome sequence, PN40024, as reference. However, differences in gene content among grape accessions, which contribute to phenotypic differences among cultivars, suggest that a single reference genome does not represent the species’ entire gene space. Though whole genome assembly and annotation can reveal the relatively unique or “private” gene space of any particular cultivar, transcriptome reconstruction is a more rapid, less costly, and less computationally intensive strategy to accomplish the same goal. In this study, we used single molecule-real time sequencing (SMRT) to sequence full-length cDNA (Iso-Seq) and reconstruct the transcriptome of Cabernet Sauvignon berries during berry ripening. In addition, short reads from ripening berries were used to error-correct low-expression isoforms and to profile isoform expression. By comparing the annotated gene space of Cabernet Sauvignon to other grape cultivars, we demonstrate that the transcriptome reference built with Iso-Seq data represents most of the expressed genes in the grape berries and includes 1,501 cultivar-specific genes. Iso-Seq produced transcriptome profiles similar to those obtained after mapping on a complete genome reference. Together, these results justify the application of Iso-Seq to identify cultivar-specific genes and build a comprehensive reference for transcriptional profiling that circumvents the necessity of a genome reference with its associated costs and computational weight. Genetics Society of America 2019-01-14 /pmc/articles/PMC6404599/ /pubmed/30642874 http://dx.doi.org/10.1534/g3.118.201008 Text en Copyright © 2019 Minio et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Investigations
Minio, Andrea
Massonnet, Mélanie
Figueroa-Balderas, Rosa
Vondras, Amanda M.
Blanco-Ulate, Barbara
Cantu, Dario
Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development
title Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development
title_full Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development
title_fullStr Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development
title_full_unstemmed Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development
title_short Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development
title_sort iso-seq allows genome-independent transcriptome profiling of grape berry development
topic Investigations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6404599/
https://www.ncbi.nlm.nih.gov/pubmed/30642874
http://dx.doi.org/10.1534/g3.118.201008
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