Identification of Putative Candidate Genes for Water Stress Tolerance in Canola (Brassica napus)

被引:69
作者
Zhang, Jing [1 ,2 ,3 ]
Mason, Annaliese S. [4 ,5 ,6 ]
Wu, Jian [7 ]
Liu, Sheng [7 ]
Zhang, Xuechen [2 ,3 ]
Luo, Tao [1 ]
Redden, Robert [8 ]
Batley, Jacqueline [2 ,3 ,5 ,6 ]
Hu, Liyong [1 ]
Yan, Guijun [2 ,3 ]
机构
[1] Huazhong Agr Univ, Coll Plant Sci & Technol, MOA, Key Lab Crop Ecophysiol & Farming Syst Middle Rea, Wuhan, Peoples R China
[2] Univ Western Australia, Fac Sci, Sch Plant Biol, Ctr Plant Genet & Breeding, Perth, WA 6009, Australia
[3] Univ Western Australia, UWA Inst Agr, Perth, WA 6009, Australia
[4] Univ Giessen, IFZ Res Ctr Biosyst Land Use & Nutr, Plant Breeding Dept, D-35390 Giessen, Germany
[5] Univ Queensland, Sch Agr & Food Sci, Brisbane, Qld, Australia
[6] Univ Queensland, Ctr Integrat Legume Res, Brisbane, Qld, Australia
[7] Huazhong Agr Univ, Coll Plant Sci & Technol, Natl Key Lab Crop Genet Improvement, Wuhan, Peoples R China
[8] Australian Grans Genebank, Dept Econ Dev Jobs Transport & Resources, Horsham, Vic, Australia
基金
中国国家自然科学基金;
关键词
canola; water stress tolerance; genome-wide association study; RNA sequencing; drought-related genes; GENOME-WIDE ASSOCIATION; DROUGHT TOLERANCE; ARABIDOPSIS-THALIANA; TRANSCRIPTION FACTORS; BIOCHEMICAL INSIGHTS; POLYETHYLENE-GLYCOL; AGRONOMIC TRAITS; COMPLEX TRAITS; SEEDLING STAGE; SNP MARKERS;
D O I
10.3389/fpls.2015.01058
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
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, SO) 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 (SNPs). Genome-wide association studies (GWAS) identified 16 loci significantly associated with water stress response. Two B. napus accessions were used for RNA sequencing, with differentially-expressed genes under normal and water-stressed conditions examined. By combining differentially-expressed genes detected by RNA sequencing with significantly associated loci from GWAS, 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.
引用
收藏
页码:1 / 13
页数:13
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