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Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress
BACKGROUND: Improvement of water-use efficiency (WUE) can effectively reduce production losses caused by drought stress. A better understanding of the genetic determination of WUE in crops under drought stress has great potential value for developing cultivars adapted to arid regions. To identify th...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6019725/ https://www.ncbi.nlm.nih.gov/pubmed/29940853 http://dx.doi.org/10.1186/s12870-018-1308-3 |
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author | Wang, Haibo Zhao, Shuang Mao, Ke Dong, Qinglong Liang, Bowen Li, Chao Wei, Zhiwei Li, Mingjun Ma, Fengwang |
author_facet | Wang, Haibo Zhao, Shuang Mao, Ke Dong, Qinglong Liang, Bowen Li, Chao Wei, Zhiwei Li, Mingjun Ma, Fengwang |
author_sort | Wang, Haibo |
collection | PubMed |
description | BACKGROUND: Improvement of water-use efficiency (WUE) can effectively reduce production losses caused by drought stress. A better understanding of the genetic determination of WUE in crops under drought stress has great potential value for developing cultivars adapted to arid regions. To identify the genetic loci associated with WUE and reveal genes responsible for the trait in apple, we aim to map the quantitative trait loci (QTLs) for carbon isotope composition, the proxy for WUE, applying two contrasting irrigating regimes over the two-year experiment and search for the candidate genes encompassed in the mapped QTLs. RESULTS: We constructed a high-density genetic linkage map with 10,172 markers of apple, using single nucleotide polymorphism (SNP) markers obtained through restriction site-associated DNA sequencing (RADseq) and a final segregating population of 350 seedlings from the cross of Honeycrisp and Qinguan. In total, 33 QTLs were identified for carbon isotope composition in apple under both well-watered and drought-stressed conditions. Three QTLs were stable over 2 years under drought stress on linkage groups LG8, LG15 and LG16, as validated by Kompetitive Allele-Specific PCR (KASP) assays. In those validated QTLs, 258 genes were screened according to their Gene Ontology functional annotations. Among them, 28 genes were identified, which exhibited significant responses to drought stress in ‘Honeycrisp’ and/or ‘Qinguan’. These genes are involved in signaling, photosynthesis, response to stresses, carbohydrate metabolism, protein metabolism and modification, hormone metabolism and transport, transport, respiration, transcriptional regulation, and development regulation. They, especially those for photoprotection and relevant signal transduction, are potential candidate genes connected with WUE regulation in drought-stressed apple. CONCLUSIONS: We detected three stable QTLs for carbon isotope composition in apple under drought stress over 2 years, and validated them by KASP assay. Twenty-eight candidate genes encompassed in these QTLs were identified. These stable genetic loci and series of genes provided here serve as a foundation for further studies on marker-assisted selection of high WUE and regulatory mechanism of WUE in apple exposed to drought conditions, respectively. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-018-1308-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6019725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60197252018-07-06 Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress Wang, Haibo Zhao, Shuang Mao, Ke Dong, Qinglong Liang, Bowen Li, Chao Wei, Zhiwei Li, Mingjun Ma, Fengwang BMC Plant Biol Research Article BACKGROUND: Improvement of water-use efficiency (WUE) can effectively reduce production losses caused by drought stress. A better understanding of the genetic determination of WUE in crops under drought stress has great potential value for developing cultivars adapted to arid regions. To identify the genetic loci associated with WUE and reveal genes responsible for the trait in apple, we aim to map the quantitative trait loci (QTLs) for carbon isotope composition, the proxy for WUE, applying two contrasting irrigating regimes over the two-year experiment and search for the candidate genes encompassed in the mapped QTLs. RESULTS: We constructed a high-density genetic linkage map with 10,172 markers of apple, using single nucleotide polymorphism (SNP) markers obtained through restriction site-associated DNA sequencing (RADseq) and a final segregating population of 350 seedlings from the cross of Honeycrisp and Qinguan. In total, 33 QTLs were identified for carbon isotope composition in apple under both well-watered and drought-stressed conditions. Three QTLs were stable over 2 years under drought stress on linkage groups LG8, LG15 and LG16, as validated by Kompetitive Allele-Specific PCR (KASP) assays. In those validated QTLs, 258 genes were screened according to their Gene Ontology functional annotations. Among them, 28 genes were identified, which exhibited significant responses to drought stress in ‘Honeycrisp’ and/or ‘Qinguan’. These genes are involved in signaling, photosynthesis, response to stresses, carbohydrate metabolism, protein metabolism and modification, hormone metabolism and transport, transport, respiration, transcriptional regulation, and development regulation. They, especially those for photoprotection and relevant signal transduction, are potential candidate genes connected with WUE regulation in drought-stressed apple. CONCLUSIONS: We detected three stable QTLs for carbon isotope composition in apple under drought stress over 2 years, and validated them by KASP assay. Twenty-eight candidate genes encompassed in these QTLs were identified. These stable genetic loci and series of genes provided here serve as a foundation for further studies on marker-assisted selection of high WUE and regulatory mechanism of WUE in apple exposed to drought conditions, respectively. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-018-1308-3) contains supplementary material, which is available to authorized users. BioMed Central 2018-06-26 /pmc/articles/PMC6019725/ /pubmed/29940853 http://dx.doi.org/10.1186/s12870-018-1308-3 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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 Wang, Haibo Zhao, Shuang Mao, Ke Dong, Qinglong Liang, Bowen Li, Chao Wei, Zhiwei Li, Mingjun Ma, Fengwang Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress |
title | Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress |
title_full | Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress |
title_fullStr | Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress |
title_full_unstemmed | Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress |
title_short | Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress |
title_sort | mapping qtls for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6019725/ https://www.ncbi.nlm.nih.gov/pubmed/29940853 http://dx.doi.org/10.1186/s12870-018-1308-3 |
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