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Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds

An updated platform was developed to underpin association genetics studies in the polyploid crop species Brassica napus (oilseed rape). Based on 1.92 × 10(12) bases of leaf mRNAseq data, functional genotypes, comprising 355 536 single‐nucleotide polymorphism markers and transcript abundance were sco...

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Autores principales: Havlickova, Lenka, He, Zhesi, Wang, Lihong, Langer, Swen, Harper, Andrea L., Kaur, Harjeevan, Broadley, Martin R., Gegas, Vasilis, Bancroft, Ian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5767744/
https://www.ncbi.nlm.nih.gov/pubmed/29124814
http://dx.doi.org/10.1111/tpj.13767
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author Havlickova, Lenka
He, Zhesi
Wang, Lihong
Langer, Swen
Harper, Andrea L.
Kaur, Harjeevan
Broadley, Martin R.
Gegas, Vasilis
Bancroft, Ian
author_facet Havlickova, Lenka
He, Zhesi
Wang, Lihong
Langer, Swen
Harper, Andrea L.
Kaur, Harjeevan
Broadley, Martin R.
Gegas, Vasilis
Bancroft, Ian
author_sort Havlickova, Lenka
collection PubMed
description An updated platform was developed to underpin association genetics studies in the polyploid crop species Brassica napus (oilseed rape). Based on 1.92 × 10(12) bases of leaf mRNAseq data, functional genotypes, comprising 355 536 single‐nucleotide polymorphism markers and transcript abundance were scored across a genetic diversity panel of 383 accessions using a transcriptome reference comprising 116 098 ordered coding DNA sequence (CDS) gene models. The use of the platform for Associative Transcriptomics was first tested by analysing the genetic architecture of variation in seed erucic acid content, as high‐erucic rapeseed oil is highly valued for a variety of applications in industry. Known loci were identified, along with a previously undetected minor‐effect locus. The platform was then used to analyse variation for the relative proportions of tocopherol (vitamin E) forms in seeds, and the validity of the most significant markers was assessed using a take‐one‐out approach. Furthermore, the analysis implicated expression variation of the gene Bo2g050970.1, an orthologue of VTE4 (which encodes a γ‐tocopherol methyl transferase converting γ‐tocopherol into α‐tocopherol) associated with the observed trait variation. The establishment of the first full‐scale Associative Transcriptomics platform for B. napus enables rapid progress to be made towards an understanding of the genetic architecture of trait variation in this important species, and provides an exemplar for other crops.
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spelling pubmed-57677442018-02-01 Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds Havlickova, Lenka He, Zhesi Wang, Lihong Langer, Swen Harper, Andrea L. Kaur, Harjeevan Broadley, Martin R. Gegas, Vasilis Bancroft, Ian Plant J Resource An updated platform was developed to underpin association genetics studies in the polyploid crop species Brassica napus (oilseed rape). Based on 1.92 × 10(12) bases of leaf mRNAseq data, functional genotypes, comprising 355 536 single‐nucleotide polymorphism markers and transcript abundance were scored across a genetic diversity panel of 383 accessions using a transcriptome reference comprising 116 098 ordered coding DNA sequence (CDS) gene models. The use of the platform for Associative Transcriptomics was first tested by analysing the genetic architecture of variation in seed erucic acid content, as high‐erucic rapeseed oil is highly valued for a variety of applications in industry. Known loci were identified, along with a previously undetected minor‐effect locus. The platform was then used to analyse variation for the relative proportions of tocopherol (vitamin E) forms in seeds, and the validity of the most significant markers was assessed using a take‐one‐out approach. Furthermore, the analysis implicated expression variation of the gene Bo2g050970.1, an orthologue of VTE4 (which encodes a γ‐tocopherol methyl transferase converting γ‐tocopherol into α‐tocopherol) associated with the observed trait variation. The establishment of the first full‐scale Associative Transcriptomics platform for B. napus enables rapid progress to be made towards an understanding of the genetic architecture of trait variation in this important species, and provides an exemplar for other crops. John Wiley and Sons Inc. 2017-12-02 2018-01 /pmc/articles/PMC5767744/ /pubmed/29124814 http://dx.doi.org/10.1111/tpj.13767 Text en © 2017 The Authors. The Plant Journal published by John Wiley & Sons Ltd and Society for Experimental Biology. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Resource
Havlickova, Lenka
He, Zhesi
Wang, Lihong
Langer, Swen
Harper, Andrea L.
Kaur, Harjeevan
Broadley, Martin R.
Gegas, Vasilis
Bancroft, Ian
Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds
title Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds
title_full Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds
title_fullStr Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds
title_full_unstemmed Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds
title_short Validation of an updated Associative Transcriptomics platform for the polyploid crop species Brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds
title_sort validation of an updated associative transcriptomics platform for the polyploid crop species brassica napus by dissection of the genetic architecture of erucic acid and tocopherol isoform variation in seeds
topic Resource
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5767744/
https://www.ncbi.nlm.nih.gov/pubmed/29124814
http://dx.doi.org/10.1111/tpj.13767
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