Cargando…
A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality
BACKGROUND: Genetic map based quantitative trait locus (QTL) analysis is an important method for studying important horticultural traits in apple. To facilitate molecular breeding studies of fruit quality traits in apple, we aim to construct a high density map which was efficient for QTL mapping and...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4595315/ https://www.ncbi.nlm.nih.gov/pubmed/26437648 http://dx.doi.org/10.1186/s12864-015-1946-x |
_version_ | 1782393584206479360 |
---|---|
author | Sun, Rui Chang, Yuansheng Yang, Fengqiu Wang, Yi Li, Hui Zhao, Yongbo Chen, Dongmei Wu, Ting Zhang, Xinzhong Han, Zhenhai |
author_facet | Sun, Rui Chang, Yuansheng Yang, Fengqiu Wang, Yi Li, Hui Zhao, Yongbo Chen, Dongmei Wu, Ting Zhang, Xinzhong Han, Zhenhai |
author_sort | Sun, Rui |
collection | PubMed |
description | BACKGROUND: Genetic map based quantitative trait locus (QTL) analysis is an important method for studying important horticultural traits in apple. To facilitate molecular breeding studies of fruit quality traits in apple, we aim to construct a high density map which was efficient for QTL mapping and possible to search for candidate genes directly in mapped QTLs regions. METHODS: A total of 1733 F1 seedlings derived from ‘Jonathan’ × ‘Golden Delicious’ was used for the map constructionand QTL analysis. The SNP markers were developed by restriction site-associated DNA sequencing (RADseq). Phenotyping data of fruit quality traits were calculated in 2008-2011. Once QTLs were mapped, candidate genes were searched for in the corresponding regions of the apple genome sequence underlying the QTLs. Then some of the candidate genes were validated using real-time PCR. RESULTS: A high-density genetic map with 3441 SNP markers from 297 individuals was generated. Of the 3441 markers, 2017 were mapped to ‘Jonathan’ with a length of 1343.4 cM and the average distance between markers was 0.67 cM, 1932 were mapped to ‘Golden Delicious’ with a length of 1516.0 cM and the average distance between markers was 0.78 cM. Twelve significant QTLs linked to the control of fruit weight, fruit firmness, sugar content and fruit acidity were mapped to seven linkage groups. Based on gene annotation, 80, 64 and 17 genes related to fruit weight, fruit firmness and fruit acidity, respectively, were analyzed.Among the 17 candidate genes associated with control of fruit acidity, changes in the expression of MDP0000582174 (MdMYB4) were in agreement with the pattern of changes in malic acid content in apple during ripening, and the relative expression of MDP0000239624 (MdME) was significantly correlated withfruit acidity. CONCLUSIONS: We demonstrated the construction of a dense SNP genetic map in apple using next generation sequencing and that the increased resolution enabled the detection of narrow interval QTLs linked to the three fruit quality traits assessed. The candidate genes MDP0000582174 and MDP0000239624 were found to be related to fruit acidity regulation. We conclude that application of RADseq for genetic map construction improved the precision of QTL detection and should be utilized in future studies on the regulatory mechanisms of important fruit traits in apple. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1946-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4595315 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45953152015-10-08 A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality Sun, Rui Chang, Yuansheng Yang, Fengqiu Wang, Yi Li, Hui Zhao, Yongbo Chen, Dongmei Wu, Ting Zhang, Xinzhong Han, Zhenhai BMC Genomics Research Article BACKGROUND: Genetic map based quantitative trait locus (QTL) analysis is an important method for studying important horticultural traits in apple. To facilitate molecular breeding studies of fruit quality traits in apple, we aim to construct a high density map which was efficient for QTL mapping and possible to search for candidate genes directly in mapped QTLs regions. METHODS: A total of 1733 F1 seedlings derived from ‘Jonathan’ × ‘Golden Delicious’ was used for the map constructionand QTL analysis. The SNP markers were developed by restriction site-associated DNA sequencing (RADseq). Phenotyping data of fruit quality traits were calculated in 2008-2011. Once QTLs were mapped, candidate genes were searched for in the corresponding regions of the apple genome sequence underlying the QTLs. Then some of the candidate genes were validated using real-time PCR. RESULTS: A high-density genetic map with 3441 SNP markers from 297 individuals was generated. Of the 3441 markers, 2017 were mapped to ‘Jonathan’ with a length of 1343.4 cM and the average distance between markers was 0.67 cM, 1932 were mapped to ‘Golden Delicious’ with a length of 1516.0 cM and the average distance between markers was 0.78 cM. Twelve significant QTLs linked to the control of fruit weight, fruit firmness, sugar content and fruit acidity were mapped to seven linkage groups. Based on gene annotation, 80, 64 and 17 genes related to fruit weight, fruit firmness and fruit acidity, respectively, were analyzed.Among the 17 candidate genes associated with control of fruit acidity, changes in the expression of MDP0000582174 (MdMYB4) were in agreement with the pattern of changes in malic acid content in apple during ripening, and the relative expression of MDP0000239624 (MdME) was significantly correlated withfruit acidity. CONCLUSIONS: We demonstrated the construction of a dense SNP genetic map in apple using next generation sequencing and that the increased resolution enabled the detection of narrow interval QTLs linked to the three fruit quality traits assessed. The candidate genes MDP0000582174 and MDP0000239624 were found to be related to fruit acidity regulation. We conclude that application of RADseq for genetic map construction improved the precision of QTL detection and should be utilized in future studies on the regulatory mechanisms of important fruit traits in apple. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1946-x) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-05 /pmc/articles/PMC4595315/ /pubmed/26437648 http://dx.doi.org/10.1186/s12864-015-1946-x Text en © Sun et al. 2015 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 Sun, Rui Chang, Yuansheng Yang, Fengqiu Wang, Yi Li, Hui Zhao, Yongbo Chen, Dongmei Wu, Ting Zhang, Xinzhong Han, Zhenhai A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality |
title | A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality |
title_full | A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality |
title_fullStr | A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality |
title_full_unstemmed | A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality |
title_short | A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality |
title_sort | dense snp genetic map constructed using restriction site-associated dna sequencing enables detection of qtls controlling apple fruit quality |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4595315/ https://www.ncbi.nlm.nih.gov/pubmed/26437648 http://dx.doi.org/10.1186/s12864-015-1946-x |
work_keys_str_mv | AT sunrui adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT changyuansheng adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT yangfengqiu adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT wangyi adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT lihui adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT zhaoyongbo adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT chendongmei adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT wuting adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT zhangxinzhong adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT hanzhenhai adensesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT sunrui densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT changyuansheng densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT yangfengqiu densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT wangyi densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT lihui densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT zhaoyongbo densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT chendongmei densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT wuting densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT zhangxinzhong densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality AT hanzhenhai densesnpgeneticmapconstructedusingrestrictionsiteassociateddnasequencingenablesdetectionofqtlscontrollingapplefruitquality |