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Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.)
Drought is one of the most adverse abiotic factors limiting growth and productivity of crops. Among them is barley, ranked fourth cereal worldwide in terms of harvested acreage and production. Plants have evolved various mechanisms to cope with water deficit at different biological levels, but there...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6005862/ https://www.ncbi.nlm.nih.gov/pubmed/29946328 http://dx.doi.org/10.3389/fpls.2018.00769 |
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author | Gudys, Kornelia Guzy-Wrobelska, Justyna Janiak, Agnieszka Dziurka, Michał A. Ostrowska, Agnieszka Hura, Katarzyna Jurczyk, Barbara Żmuda, Katarzyna Grzybkowska, Daria Śróbka, Joanna Urban, Wojciech Biesaga-Koscielniak, Jolanta Filek, Maria Koscielniak, Janusz Mikołajczak, Krzysztof Ogrodowicz, Piotr Krystkowiak, Karolina Kuczyńska, Anetta Krajewski, Paweł Szarejko, Iwona |
author_facet | Gudys, Kornelia Guzy-Wrobelska, Justyna Janiak, Agnieszka Dziurka, Michał A. Ostrowska, Agnieszka Hura, Katarzyna Jurczyk, Barbara Żmuda, Katarzyna Grzybkowska, Daria Śróbka, Joanna Urban, Wojciech Biesaga-Koscielniak, Jolanta Filek, Maria Koscielniak, Janusz Mikołajczak, Krzysztof Ogrodowicz, Piotr Krystkowiak, Karolina Kuczyńska, Anetta Krajewski, Paweł Szarejko, Iwona |
author_sort | Gudys, Kornelia |
collection | PubMed |
description | Drought is one of the most adverse abiotic factors limiting growth and productivity of crops. Among them is barley, ranked fourth cereal worldwide in terms of harvested acreage and production. Plants have evolved various mechanisms to cope with water deficit at different biological levels, but there is an enormous challenge to decipher genes responsible for particular complex phenotypic traits, in order to develop drought tolerant crops. This work presents a comprehensive approach for elucidation of molecular mechanisms of drought tolerance in barley at the seedling stage of development. The study includes mapping of QTLs for physiological and biochemical traits associated with drought tolerance on a high-density function map, projection of QTL confidence intervals on barley physical map, and the retrievement of positional candidate genes (CGs), followed by their prioritization based on Gene Ontology (GO) enrichment analysis. A total of 64 QTLs for 25 physiological and biochemical traits that describe plant water status, photosynthetic efficiency, osmoprotectant and hormone content, as well as antioxidant activity, were positioned on a consensus map, constructed using RIL populations developed from the crosses between European and Syrian genotypes. The map contained a total of 875 SNP, SSR and CGs, spanning 941.86 cM with resolution of 1.1 cM. For the first time, QTLs for ethylene, glucose, sucrose, maltose, raffinose, α-tocopherol, γ-tocotrienol content, and catalase activity, have been mapped in barley. Based on overlapping confidence intervals of QTLs, 11 hotspots were identified that enclosed more than 60% of mapped QTLs. Genetic and physical map integration allowed the identification of 1,101 positional CGs within the confidence intervals of drought response-specific QTLs. Prioritization resulted in the designation of 143 CGs, among them were genes encoding antioxidants, carboxylic acid biosynthesis enzymes, heat shock proteins, small auxin up-regulated RNAs, nitric oxide synthase, ATP sulfurylases, and proteins involved in regulation of flowering time. This global approach may be proposed for identification of new CGs that underlies QTLs responsible for complex traits. |
format | Online Article Text |
id | pubmed-6005862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-60058622018-06-26 Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.) Gudys, Kornelia Guzy-Wrobelska, Justyna Janiak, Agnieszka Dziurka, Michał A. Ostrowska, Agnieszka Hura, Katarzyna Jurczyk, Barbara Żmuda, Katarzyna Grzybkowska, Daria Śróbka, Joanna Urban, Wojciech Biesaga-Koscielniak, Jolanta Filek, Maria Koscielniak, Janusz Mikołajczak, Krzysztof Ogrodowicz, Piotr Krystkowiak, Karolina Kuczyńska, Anetta Krajewski, Paweł Szarejko, Iwona Front Plant Sci Plant Science Drought is one of the most adverse abiotic factors limiting growth and productivity of crops. Among them is barley, ranked fourth cereal worldwide in terms of harvested acreage and production. Plants have evolved various mechanisms to cope with water deficit at different biological levels, but there is an enormous challenge to decipher genes responsible for particular complex phenotypic traits, in order to develop drought tolerant crops. This work presents a comprehensive approach for elucidation of molecular mechanisms of drought tolerance in barley at the seedling stage of development. The study includes mapping of QTLs for physiological and biochemical traits associated with drought tolerance on a high-density function map, projection of QTL confidence intervals on barley physical map, and the retrievement of positional candidate genes (CGs), followed by their prioritization based on Gene Ontology (GO) enrichment analysis. A total of 64 QTLs for 25 physiological and biochemical traits that describe plant water status, photosynthetic efficiency, osmoprotectant and hormone content, as well as antioxidant activity, were positioned on a consensus map, constructed using RIL populations developed from the crosses between European and Syrian genotypes. The map contained a total of 875 SNP, SSR and CGs, spanning 941.86 cM with resolution of 1.1 cM. For the first time, QTLs for ethylene, glucose, sucrose, maltose, raffinose, α-tocopherol, γ-tocotrienol content, and catalase activity, have been mapped in barley. Based on overlapping confidence intervals of QTLs, 11 hotspots were identified that enclosed more than 60% of mapped QTLs. Genetic and physical map integration allowed the identification of 1,101 positional CGs within the confidence intervals of drought response-specific QTLs. Prioritization resulted in the designation of 143 CGs, among them were genes encoding antioxidants, carboxylic acid biosynthesis enzymes, heat shock proteins, small auxin up-regulated RNAs, nitric oxide synthase, ATP sulfurylases, and proteins involved in regulation of flowering time. This global approach may be proposed for identification of new CGs that underlies QTLs responsible for complex traits. Frontiers Media S.A. 2018-06-12 /pmc/articles/PMC6005862/ /pubmed/29946328 http://dx.doi.org/10.3389/fpls.2018.00769 Text en Copyright © 2018 Gudys, Guzy-Wrobelska, Janiak, Dziurka, Ostrowska, Hura, Jurczyk, Żmuda, Grzybkowska, Śróbka, Urban, Biesaga-Koscielniak, Filek, Koscielniak, Mikołajczak, Ogrodowicz, Krystkowiak, Kuczyńska, Krajewski and Szarejko. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Gudys, Kornelia Guzy-Wrobelska, Justyna Janiak, Agnieszka Dziurka, Michał A. Ostrowska, Agnieszka Hura, Katarzyna Jurczyk, Barbara Żmuda, Katarzyna Grzybkowska, Daria Śróbka, Joanna Urban, Wojciech Biesaga-Koscielniak, Jolanta Filek, Maria Koscielniak, Janusz Mikołajczak, Krzysztof Ogrodowicz, Piotr Krystkowiak, Karolina Kuczyńska, Anetta Krajewski, Paweł Szarejko, Iwona Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.) |
title | Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.) |
title_full | Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.) |
title_fullStr | Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.) |
title_full_unstemmed | Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.) |
title_short | Prioritization of Candidate Genes in QTL Regions for Physiological and Biochemical Traits Underlying Drought Response in Barley (Hordeum vulgare L.) |
title_sort | prioritization of candidate genes in qtl regions for physiological and biochemical traits underlying drought response in barley (hordeum vulgare l.) |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6005862/ https://www.ncbi.nlm.nih.gov/pubmed/29946328 http://dx.doi.org/10.3389/fpls.2018.00769 |
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