Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa
Association mapping was used to investigate the genetic basis of variation within Brassica rapa, which is an important vegetable and oil crop. We analyzed the variation of phytate and phosphate levels in seeds and leaves and additional developmental and morphological traits in a set of diverse B. rapa accessions and tested association of these traits with AFLP markers. The analysis of population structure revealed four subgroups in the population. Trait values differed between these subgroups, thus defining associations between population structure and trait values, even for traits such as phytate and phosphate levels. Marker¿trait associations were investigated both with and without taking population structure into account. One hundred and seventy markers were found to be associated with the observed traits without correction for population structure. Association analysis with correction for population structure led to the identification of 27 markers, 6 of which had known map positions; 3 of these were confirmed in additional QTL mapping studies
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Format: | Article/Letter to editor biblioteca |
Language: | English |
Subjects: | arabidopsis-thaliana, disease genes, genome, l., linkage disequilibrium, loci, multilocus genotype data, population-structure, resistance, spring barley cultivars, |
Online Access: | https://research.wur.nl/en/publications/association-mapping-of-leaf-traits-flowering-time-and-phytate-con |
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dig-wur-nl-wurpubs-3588952025-01-23 Jianjun Zhao, Jianjun Paulo, M.J. Jamar, D.C.L. Lou, P. van Eeuwijk, F.A. Bonnema, A.B. Vreugdenhil, D. Koornneef, M. Article/Letter to editor Genome 50 (2007) 10 ISSN: 0831-2796 Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa 2007 Association mapping was used to investigate the genetic basis of variation within Brassica rapa, which is an important vegetable and oil crop. We analyzed the variation of phytate and phosphate levels in seeds and leaves and additional developmental and morphological traits in a set of diverse B. rapa accessions and tested association of these traits with AFLP markers. The analysis of population structure revealed four subgroups in the population. Trait values differed between these subgroups, thus defining associations between population structure and trait values, even for traits such as phytate and phosphate levels. Marker¿trait associations were investigated both with and without taking population structure into account. One hundred and seventy markers were found to be associated with the observed traits without correction for population structure. Association analysis with correction for population structure led to the identification of 27 markers, 6 of which had known map positions; 3 of these were confirmed in additional QTL mapping studies en application/pdf https://research.wur.nl/en/publications/association-mapping-of-leaf-traits-flowering-time-and-phytate-con 10.1139/G07-078 https://edepot.wur.nl/32598 arabidopsis-thaliana disease genes genome l. linkage disequilibrium loci multilocus genotype data population-structure resistance spring barley cultivars Wageningen University & Research |
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arabidopsis-thaliana disease genes genome l. linkage disequilibrium loci multilocus genotype data population-structure resistance spring barley cultivars arabidopsis-thaliana disease genes genome l. linkage disequilibrium loci multilocus genotype data population-structure resistance spring barley cultivars |
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arabidopsis-thaliana disease genes genome l. linkage disequilibrium loci multilocus genotype data population-structure resistance spring barley cultivars arabidopsis-thaliana disease genes genome l. linkage disequilibrium loci multilocus genotype data population-structure resistance spring barley cultivars Jianjun Zhao, Jianjun Paulo, M.J. Jamar, D.C.L. Lou, P. van Eeuwijk, F.A. Bonnema, A.B. Vreugdenhil, D. Koornneef, M. Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa |
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Association mapping was used to investigate the genetic basis of variation within Brassica rapa, which is an important vegetable and oil crop. We analyzed the variation of phytate and phosphate levels in seeds and leaves and additional developmental and morphological traits in a set of diverse B. rapa accessions and tested association of these traits with AFLP markers. The analysis of population structure revealed four subgroups in the population. Trait values differed between these subgroups, thus defining associations between population structure and trait values, even for traits such as phytate and phosphate levels. Marker¿trait associations were investigated both with and without taking population structure into account. One hundred and seventy markers were found to be associated with the observed traits without correction for population structure. Association analysis with correction for population structure led to the identification of 27 markers, 6 of which had known map positions; 3 of these were confirmed in additional QTL mapping studies |
format |
Article/Letter to editor |
topic_facet |
arabidopsis-thaliana disease genes genome l. linkage disequilibrium loci multilocus genotype data population-structure resistance spring barley cultivars |
author |
Jianjun Zhao, Jianjun Paulo, M.J. Jamar, D.C.L. Lou, P. van Eeuwijk, F.A. Bonnema, A.B. Vreugdenhil, D. Koornneef, M. |
author_facet |
Jianjun Zhao, Jianjun Paulo, M.J. Jamar, D.C.L. Lou, P. van Eeuwijk, F.A. Bonnema, A.B. Vreugdenhil, D. Koornneef, M. |
author_sort |
Jianjun Zhao, Jianjun |
title |
Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa |
title_short |
Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa |
title_full |
Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa |
title_fullStr |
Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa |
title_full_unstemmed |
Association mapping of leaf traits, flowering time, and phytate content in Brassica rapa |
title_sort |
association mapping of leaf traits, flowering time, and phytate content in brassica rapa |
url |
https://research.wur.nl/en/publications/association-mapping-of-leaf-traits-flowering-time-and-phytate-con |
work_keys_str_mv |
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1822274015498076160 |