Identification of putative candidate genes for water stress tolerance in canola (Brassica napus)
Drought stress can directly inhibit seedling establishment in canola (Brassica napus), resulting in lower plant densities and reduced yields. To dissect this complex trait, 140 B. napus accessions were phenotyped under normal (0.0 MPa, S0) and water-stressed conditions simulated by polyethylene glyc...
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2015-11-01
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doaj-f90976b4bc34464a8a1a95e81a773e932020-11-24T23:18:35ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2015-11-01610.3389/fpls.2015.01058161013Identification of putative candidate genes for water stress tolerance in canola (Brassica napus)Jing eZhang0Jing eZhang1Annaliese S. Mason2Annaliese S. Mason3Jian eWu4Sheng eLiu5Xuechen eZhang6Tao eLuo7Bob eRedden8Jacqueline eBatley9Jacqueline eBatley10Liyong eHu11Guijun eYan12Huazhong Agricultural UniversityThe University of Western AustraliaJustus Liebig UniversityThe University of QueenslandHuazhong Agricultural UniversityHuazhong Agricultural UniversityThe University of Western AustraliaHuazhong Agricultural UniversityVictorian Department of Primary IndustriesThe University of Western AustraliaThe University of QueenslandHuazhong Agricultural UniversityThe University of Western AustraliaDrought stress can directly inhibit seedling establishment in canola (Brassica napus), resulting in lower plant densities and reduced yields. To dissect this complex trait, 140 B. napus accessions were phenotyped under normal (0.0 MPa, S0) and water-stressed conditions simulated by polyethylene glycol (PEG) 6000 (–0.5 MPa, S5) in a hydroponic system. Phenotypic variation and heritability indicated that the root to shoot length ratio was a reliable indicator for water stress tolerance. Thereafter, 66 accessions (16 water stress tolerant, 34 moderate and 16 sensitive lines) were genotyped using 25,495 Brassica single nucleotide polymorphisms. Genome-wide association studies identified 16 loci significantly associated with water stress response. Two B. napus accessions were used for RNA-seq, with differentially-expressed genes under normal and water-stressed conditions examined. By combining differentially-expressed genes detected by RNA-seq with significantly associated loci from genome-wide association studies, 79 candidate genes were identified, of which eight were putatively associated with drought tolerance based on gene ontology of Arabidopsis. Functional validation of these genes may confirm key drought-related genes for selection and breeding in B. napus. Our results provide insight into the genetic basis of water stress tolerance in canola.http://journal.frontiersin.org/Journal/10.3389/fpls.2015.01058/fullDrought-related genescanola;water stress tolerance;genome-wide association study;RNA sequencing; |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jing eZhang Jing eZhang Annaliese S. Mason Annaliese S. Mason Jian eWu Sheng eLiu Xuechen eZhang Tao eLuo Bob eRedden Jacqueline eBatley Jacqueline eBatley Liyong eHu Guijun eYan |
spellingShingle |
Jing eZhang Jing eZhang Annaliese S. Mason Annaliese S. Mason Jian eWu Sheng eLiu Xuechen eZhang Tao eLuo Bob eRedden Jacqueline eBatley Jacqueline eBatley Liyong eHu Guijun eYan Identification of putative candidate genes for water stress tolerance in canola (Brassica napus) Frontiers in Plant Science Drought-related genes canola; water stress tolerance; genome-wide association study; RNA sequencing; |
author_facet |
Jing eZhang Jing eZhang Annaliese S. Mason Annaliese S. Mason Jian eWu Sheng eLiu Xuechen eZhang Tao eLuo Bob eRedden Jacqueline eBatley Jacqueline eBatley Liyong eHu Guijun eYan |
author_sort |
Jing eZhang |
title |
Identification of putative candidate genes for water stress tolerance in canola (Brassica napus) |
title_short |
Identification of putative candidate genes for water stress tolerance in canola (Brassica napus) |
title_full |
Identification of putative candidate genes for water stress tolerance in canola (Brassica napus) |
title_fullStr |
Identification of putative candidate genes for water stress tolerance in canola (Brassica napus) |
title_full_unstemmed |
Identification of putative candidate genes for water stress tolerance in canola (Brassica napus) |
title_sort |
identification of putative candidate genes for water stress tolerance in canola (brassica napus) |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Plant Science |
issn |
1664-462X |
publishDate |
2015-11-01 |
description |
Drought stress can directly inhibit seedling establishment in canola (Brassica napus), resulting in lower plant densities and reduced yields. To dissect this complex trait, 140 B. napus accessions were phenotyped under normal (0.0 MPa, S0) and water-stressed conditions simulated by polyethylene glycol (PEG) 6000 (–0.5 MPa, S5) in a hydroponic system. Phenotypic variation and heritability indicated that the root to shoot length ratio was a reliable indicator for water stress tolerance. Thereafter, 66 accessions (16 water stress tolerant, 34 moderate and 16 sensitive lines) were genotyped using 25,495 Brassica single nucleotide polymorphisms. Genome-wide association studies identified 16 loci significantly associated with water stress response. Two B. napus accessions were used for RNA-seq, with differentially-expressed genes under normal and water-stressed conditions examined. By combining differentially-expressed genes detected by RNA-seq with significantly associated loci from genome-wide association studies, 79 candidate genes were identified, of which eight were putatively associated with drought tolerance based on gene ontology of Arabidopsis. Functional validation of these genes may confirm key drought-related genes for selection and breeding in B. napus. Our results provide insight into the genetic basis of water stress tolerance in canola. |
topic |
Drought-related genes canola; water stress tolerance; genome-wide association study; RNA sequencing; |
url |
http://journal.frontiersin.org/Journal/10.3389/fpls.2015.01058/full |
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