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RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit

BACKGROUND: There is an increasing interest in berries, especially blackberries in the diet, because of recent reports of their health benefits due to their high content of flavonoids. A broad range of genomic tools are available for other Rosaceae species but these tools are still lacking in the Ru...

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Autores principales: Garcia-Seco, Daniel, Zhang, Yang, Gutierrez-Mañero, Francisco J, Martin, Cathie, Ramos-Solano, Beatriz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4311454/
https://www.ncbi.nlm.nih.gov/pubmed/25608670
http://dx.doi.org/10.1186/s12864-014-1198-1
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author Garcia-Seco, Daniel
Zhang, Yang
Gutierrez-Mañero, Francisco J
Martin, Cathie
Ramos-Solano, Beatriz
author_facet Garcia-Seco, Daniel
Zhang, Yang
Gutierrez-Mañero, Francisco J
Martin, Cathie
Ramos-Solano, Beatriz
author_sort Garcia-Seco, Daniel
collection PubMed
description BACKGROUND: There is an increasing interest in berries, especially blackberries in the diet, because of recent reports of their health benefits due to their high content of flavonoids. A broad range of genomic tools are available for other Rosaceae species but these tools are still lacking in the Rubus genus, thus limiting gene discovery and the breeding of improved varieties. RESULTS: De novo RNA-seq of ripe blackberries grown under field conditions was performed using Illumina Hiseq 2000. Almost 9 billion nucleotide bases were sequenced in total. Following assembly, 42,062 consensus sequences were detected. For functional annotation, 33,040 (NR), 32,762 (NT), 21,932 (Swiss-Prot), 20,134 (KEGG), 13,676 (COG), 24,168 (GO) consensus sequences were annotated using different databases; in total 34,552 annotated sequences were identified. For protein prediction analysis, the number of coding DNA sequences (CDS) that mapped to the protein database was 32,540. Non redundant (NR), annotation showed that 25,418 genes (73.5%) has the highest similarity with Fragaria vesca subspecies vesca. Reanalysis was undertaken by aligning the reads with this reference genome for a deeper analysis of the transcriptome. We demonstrated that de novo assembly, using Trinity and later annotation with Blast using different databases, were complementary to alignment to the reference sequence using SOAPaligner/SOAP2. The Fragaria reference genome belongs to a species in the same family as blackberry (Rosaceae) but to a different genus. Since blackberries are tetraploids, the possibility of artefactual gene chimeras resulting from mis-assembly was tested with one of the genes sequenced by RNAseq, Chalcone Synthase (CHS). cDNAs encoding this protein were cloned and sequenced. Primers designed to the assembled sequences accurately distinguished different contigs, at least for chalcone synthase genes. CONCLUSIONS: We prepared and analysed transcriptome data from ripe blackberries, for which prior genomic information was limited. This new sequence information will improve the knowledge of this important and healthy fruit, providing an invaluable new tool for biological research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-014-1198-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-43114542015-01-31 RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit Garcia-Seco, Daniel Zhang, Yang Gutierrez-Mañero, Francisco J Martin, Cathie Ramos-Solano, Beatriz BMC Genomics Research Article BACKGROUND: There is an increasing interest in berries, especially blackberries in the diet, because of recent reports of their health benefits due to their high content of flavonoids. A broad range of genomic tools are available for other Rosaceae species but these tools are still lacking in the Rubus genus, thus limiting gene discovery and the breeding of improved varieties. RESULTS: De novo RNA-seq of ripe blackberries grown under field conditions was performed using Illumina Hiseq 2000. Almost 9 billion nucleotide bases were sequenced in total. Following assembly, 42,062 consensus sequences were detected. For functional annotation, 33,040 (NR), 32,762 (NT), 21,932 (Swiss-Prot), 20,134 (KEGG), 13,676 (COG), 24,168 (GO) consensus sequences were annotated using different databases; in total 34,552 annotated sequences were identified. For protein prediction analysis, the number of coding DNA sequences (CDS) that mapped to the protein database was 32,540. Non redundant (NR), annotation showed that 25,418 genes (73.5%) has the highest similarity with Fragaria vesca subspecies vesca. Reanalysis was undertaken by aligning the reads with this reference genome for a deeper analysis of the transcriptome. We demonstrated that de novo assembly, using Trinity and later annotation with Blast using different databases, were complementary to alignment to the reference sequence using SOAPaligner/SOAP2. The Fragaria reference genome belongs to a species in the same family as blackberry (Rosaceae) but to a different genus. Since blackberries are tetraploids, the possibility of artefactual gene chimeras resulting from mis-assembly was tested with one of the genes sequenced by RNAseq, Chalcone Synthase (CHS). cDNAs encoding this protein were cloned and sequenced. Primers designed to the assembled sequences accurately distinguished different contigs, at least for chalcone synthase genes. CONCLUSIONS: We prepared and analysed transcriptome data from ripe blackberries, for which prior genomic information was limited. This new sequence information will improve the knowledge of this important and healthy fruit, providing an invaluable new tool for biological research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-014-1198-1) contains supplementary material, which is available to authorized users. BioMed Central 2015-01-22 /pmc/articles/PMC4311454/ /pubmed/25608670 http://dx.doi.org/10.1186/s12864-014-1198-1 Text en © Garcia-Seco et al.; licensee Biomed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Garcia-Seco, Daniel
Zhang, Yang
Gutierrez-Mañero, Francisco J
Martin, Cathie
Ramos-Solano, Beatriz
RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit
title RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit
title_full RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit
title_fullStr RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit
title_full_unstemmed RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit
title_short RNA-Seq analysis and transcriptome assembly for blackberry (Rubus sp. Var. Lochness) fruit
title_sort rna-seq analysis and transcriptome assembly for blackberry (rubus sp. var. lochness) fruit
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4311454/
https://www.ncbi.nlm.nih.gov/pubmed/25608670
http://dx.doi.org/10.1186/s12864-014-1198-1
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