Genetic mapping of the early responses to salt stress in Arabidopsis thaliana

被引:27
作者
Awlia, Mariam [1 ]
Alshareef, Nouf [1 ,2 ]
Saber, Noha [1 ]
Korte, Arthur [3 ]
Oakey, Helena [4 ]
Panzarova, Klara [5 ]
Trtilek, Martin [5 ]
Negrao, Sonia [1 ,6 ]
Tester, Mark [1 ]
Julkowska, Magdalena M. [1 ]
机构
[1] King Abdullah Univ Sci & Technol KAUST, Div Biol & Environm Sci & Engn BESE, Thuwal 239556900, Saudi Arabia
[2] King Abdulaziz Univ KAU, Dept Biochem, Fac Sci, Jeddah, Saudi Arabia
[3] Univ Wurzburg, Ctr Computat & Theoret Biol, Wurzburg, Germany
[4] Univ Adelaide, Sch Agr Food & Wine, Fac Sci, Adelaide, SA 5005, Australia
[5] Photon Syst Instruments PSI, Drasov, Czech Republic
[6] Univ Coll Dublin, Sch Biol & Environm Sci, Dublin, Ireland
关键词
Arabidopsis; salt stress; high-throughput phenotyping; multivariate analysis; genome-wide association studies; SALINITY TOLERANCE; CO2; ASSIMILATION; WHEAT CULTIVARS; PHOTOSYSTEM-II; SOIL-SALINITY; GROWTH; ROOT; COMPONENTS; TRAITS; PHOTOINHIBITION;
D O I
10.1111/tpj.15310
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Salt stress decreases plant growth prior to significant ion accumulation in the shoot. However, the processes underlying this rapid reduction in growth are still unknown. To understand the changes in salt stress responses through time and at multiple physiological levels, examining different plant processes within a single set-up is required. Recent advances in phenotyping has allowed the image-based estimation of plant growth, morphology, colour and photosynthetic activity. In this study, we examined the salt stress-induced responses of 191 Arabidopsis accessions from 1 h to 7 days after treatment using high-throughput phenotyping. Multivariate analyses and machine learning algorithms identified that quantum yield measured in the light-adapted state (F-v'/F-m') greatly affected growth maintenance in the early phase of salt stress, whereas the maximum quantum yield (QY(max)) was crucial at a later stage. In addition, our genome-wide association study (GWAS) identified 770 loci that were specific to salt stress, in which two loci associated with QY(max) and F-v'/F-m' were selected for validation using T-DNA insertion lines. We characterized an unknown protein kinase found in the QY(max) locus that reduced photosynthetic efficiency and growth maintenance under salt stress. Understanding the molecular context of the candidate genes identified will provide valuable insights into the early plant responses to salt stress. Furthermore, our work incorporates high-throughput phenotyping, multivariate analyses and GWAS, uncovering details of temporal stress responses and identifying associations across different traits and time points, which are likely to constitute the genetic components of salinity tolerance.
引用
收藏
页码:544 / 563
页数:20
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