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Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population

BACKGROUND: With the completion of genome sequences belonging to some of the major crop plants, new challenges arise to utilize this data for crop improvement and increased food security. The field of genetical genomics has the potential to identify genes displaying heritable differential expression...

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Autores principales: Kloosterman, Bjorn, Anithakumari, AM, Chibon, Pierre-Yves, Oortwijn, Marian, van der Linden, Gerard C, Visser, Richard GF, Bachem, Christian WB
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3546430/
https://www.ncbi.nlm.nih.gov/pubmed/22313736
http://dx.doi.org/10.1186/1471-2229-12-17
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author Kloosterman, Bjorn
Anithakumari, AM
Chibon, Pierre-Yves
Oortwijn, Marian
van der Linden, Gerard C
Visser, Richard GF
Bachem, Christian WB
author_facet Kloosterman, Bjorn
Anithakumari, AM
Chibon, Pierre-Yves
Oortwijn, Marian
van der Linden, Gerard C
Visser, Richard GF
Bachem, Christian WB
author_sort Kloosterman, Bjorn
collection PubMed
description BACKGROUND: With the completion of genome sequences belonging to some of the major crop plants, new challenges arise to utilize this data for crop improvement and increased food security. The field of genetical genomics has the potential to identify genes displaying heritable differential expression associated to important phenotypic traits. Here we describe the identification of expression QTLs (eQTLs) in two different potato tissues of a segregating potato population and query the potato genome sequence to differentiate between cis- and trans-acting eQTLs in relation to gene subfunctionalization. RESULTS: Leaf and tuber samples were analysed and screened for the presence of conserved and tissue dependent eQTLs. Expression QTLs present in both tissues are predominantly cis-acting whilst for tissue specific QTLs, the percentage of trans-acting QTLs increases. Tissue dependent eQTLs were assigned to functional classes and visualized in metabolic pathways. We identified a potential regulatory network on chromosome 10 involving genes crucial for maintaining circadian rhythms and controlling clock output genes. In addition, we show that the type of genetic material screened and sampling strategy applied, can have a high impact on the output of genetical genomics studies. CONCLUSIONS: Identification of tissue dependent regulatory networks based on mapped differential expression not only gives us insight in tissue dependent gene subfunctionalization but brings new insights into key biological processes and delivers targets for future haplotyping and genetic marker development.
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spelling pubmed-35464302013-01-17 Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population Kloosterman, Bjorn Anithakumari, AM Chibon, Pierre-Yves Oortwijn, Marian van der Linden, Gerard C Visser, Richard GF Bachem, Christian WB BMC Plant Biol Research Article BACKGROUND: With the completion of genome sequences belonging to some of the major crop plants, new challenges arise to utilize this data for crop improvement and increased food security. The field of genetical genomics has the potential to identify genes displaying heritable differential expression associated to important phenotypic traits. Here we describe the identification of expression QTLs (eQTLs) in two different potato tissues of a segregating potato population and query the potato genome sequence to differentiate between cis- and trans-acting eQTLs in relation to gene subfunctionalization. RESULTS: Leaf and tuber samples were analysed and screened for the presence of conserved and tissue dependent eQTLs. Expression QTLs present in both tissues are predominantly cis-acting whilst for tissue specific QTLs, the percentage of trans-acting QTLs increases. Tissue dependent eQTLs were assigned to functional classes and visualized in metabolic pathways. We identified a potential regulatory network on chromosome 10 involving genes crucial for maintaining circadian rhythms and controlling clock output genes. In addition, we show that the type of genetic material screened and sampling strategy applied, can have a high impact on the output of genetical genomics studies. CONCLUSIONS: Identification of tissue dependent regulatory networks based on mapped differential expression not only gives us insight in tissue dependent gene subfunctionalization but brings new insights into key biological processes and delivers targets for future haplotyping and genetic marker development. BioMed Central 2012-02-07 /pmc/articles/PMC3546430/ /pubmed/22313736 http://dx.doi.org/10.1186/1471-2229-12-17 Text en Copyright ©2011 Kloosterman et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kloosterman, Bjorn
Anithakumari, AM
Chibon, Pierre-Yves
Oortwijn, Marian
van der Linden, Gerard C
Visser, Richard GF
Bachem, Christian WB
Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population
title Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population
title_full Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population
title_fullStr Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population
title_full_unstemmed Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population
title_short Organ specificity and transcriptional control of metabolic routes revealed by expression QTL profiling of source--sink tissues in a segregating potato population
title_sort organ specificity and transcriptional control of metabolic routes revealed by expression qtl profiling of source--sink tissues in a segregating potato population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3546430/
https://www.ncbi.nlm.nih.gov/pubmed/22313736
http://dx.doi.org/10.1186/1471-2229-12-17
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