Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot

Growth traits represent a main goal in aquaculture breeding programs and may be related to adaptive variation in wild fisheries. Integrating quantitative trait loci (QTL) mapping and next generation sequencing can greatly help to identify variation in candidate genes, which can result in marker-assi...

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Published in:International Journal of Molecular Sciences
Main Authors: Diego Robledo, Carlos Fernández, Miguel Hermida, Andrés Sciara, José Álvarez-Dios, Santiago Cabaleiro, Rubén Caamaño, Paulino Martínez, Carmen Bouza
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2016
Subjects:
SNP
Online Access:https://doi.org/10.3390/ijms17020243
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spelling ftmdpi:oai:mdpi.com:/1422-0067/17/2/243/ 2023-08-20T04:09:40+02:00 Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot Diego Robledo Carlos Fernández Miguel Hermida Andrés Sciara José Álvarez-Dios Santiago Cabaleiro Rubén Caamaño Paulino Martínez Carmen Bouza agris 2016-02-17 application/pdf https://doi.org/10.3390/ijms17020243 EN eng Multidisciplinary Digital Publishing Institute Biochemistry https://dx.doi.org/10.3390/ijms17020243 https://creativecommons.org/licenses/by/4.0/ International Journal of Molecular Sciences; Volume 17; Issue 2; Pages: 243 Scophthalmus maximus turbot growth RNA-seq candidate genes SNP integrative genomics Text 2016 ftmdpi https://doi.org/10.3390/ijms17020243 2023-07-31T20:50:23Z Growth traits represent a main goal in aquaculture breeding programs and may be related to adaptive variation in wild fisheries. Integrating quantitative trait loci (QTL) mapping and next generation sequencing can greatly help to identify variation in candidate genes, which can result in marker-assisted selection and better genetic structure information. Turbot is a commercially important flatfish in Europe and China, with available genomic information on QTLs and genome mapping. Muscle and liver RNA-seq from 18 individuals was carried out to obtain gene sequences and markers functionally related to growth, resulting in a total of 20,447 genes and 85,344 single nucleotide polymorphisms (SNPs). Many growth-related genes and SNPs were identified and placed in the turbot genome and genetic map to explore their co-localization with growth-QTL markers. Forty-five SNPs on growth-related genes were selected based on QTL co-localization and relevant function for growth traits. Forty-three SNPs were technically feasible and validated in a wild Atlantic population, where 91% were polymorphic. The integration of functional and structural genomic resources in turbot provides a practical approach for QTL mining in this species. Validated SNPs represent a useful set of growth-related gene markers for future association, functional and population studies in this flatfish species. Text Scophthalmus maximus Turbot MDPI Open Access Publishing International Journal of Molecular Sciences 17 2 243
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic Scophthalmus maximus
turbot
growth
RNA-seq
candidate genes
SNP
integrative genomics
spellingShingle Scophthalmus maximus
turbot
growth
RNA-seq
candidate genes
SNP
integrative genomics
Diego Robledo
Carlos Fernández
Miguel Hermida
Andrés Sciara
José Álvarez-Dios
Santiago Cabaleiro
Rubén Caamaño
Paulino Martínez
Carmen Bouza
Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot
topic_facet Scophthalmus maximus
turbot
growth
RNA-seq
candidate genes
SNP
integrative genomics
description Growth traits represent a main goal in aquaculture breeding programs and may be related to adaptive variation in wild fisheries. Integrating quantitative trait loci (QTL) mapping and next generation sequencing can greatly help to identify variation in candidate genes, which can result in marker-assisted selection and better genetic structure information. Turbot is a commercially important flatfish in Europe and China, with available genomic information on QTLs and genome mapping. Muscle and liver RNA-seq from 18 individuals was carried out to obtain gene sequences and markers functionally related to growth, resulting in a total of 20,447 genes and 85,344 single nucleotide polymorphisms (SNPs). Many growth-related genes and SNPs were identified and placed in the turbot genome and genetic map to explore their co-localization with growth-QTL markers. Forty-five SNPs on growth-related genes were selected based on QTL co-localization and relevant function for growth traits. Forty-three SNPs were technically feasible and validated in a wild Atlantic population, where 91% were polymorphic. The integration of functional and structural genomic resources in turbot provides a practical approach for QTL mining in this species. Validated SNPs represent a useful set of growth-related gene markers for future association, functional and population studies in this flatfish species.
format Text
author Diego Robledo
Carlos Fernández
Miguel Hermida
Andrés Sciara
José Álvarez-Dios
Santiago Cabaleiro
Rubén Caamaño
Paulino Martínez
Carmen Bouza
author_facet Diego Robledo
Carlos Fernández
Miguel Hermida
Andrés Sciara
José Álvarez-Dios
Santiago Cabaleiro
Rubén Caamaño
Paulino Martínez
Carmen Bouza
author_sort Diego Robledo
title Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot
title_short Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot
title_full Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot
title_fullStr Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot
title_full_unstemmed Integrative Transcriptome, Genome and Quantitative Trait Loci Resources Identify Single Nucleotide Polymorphisms in Candidate Genes for Growth Traits in Turbot
title_sort integrative transcriptome, genome and quantitative trait loci resources identify single nucleotide polymorphisms in candidate genes for growth traits in turbot
publisher Multidisciplinary Digital Publishing Institute
publishDate 2016
url https://doi.org/10.3390/ijms17020243
op_coverage agris
genre Scophthalmus maximus
Turbot
genre_facet Scophthalmus maximus
Turbot
op_source International Journal of Molecular Sciences; Volume 17; Issue 2; Pages: 243
op_relation Biochemistry
https://dx.doi.org/10.3390/ijms17020243
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/ijms17020243
container_title International Journal of Molecular Sciences
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