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Genetic mapping of the early responses to salt stress in Arabidopsis thaliana
Authors:Mariam Awlia  Nouf Alshareef  Noha Saber  Arthur Korte  Helena Oakey  Klára Panzarová  Martin Trtílek  Sónia Negrão  Mark Tester  Magdalena M. Julkowska
Affiliation:1. Division of Biological and Environmental Sciences and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900 Saudi Arabia;2. Center for Computational and Theoretical Biology, University of Würzburg, Würzburg, Germany;3. Faculty of Sciences, School of Agriculture, Food and Wine, The University of Adelaide, Adelaide, SA, 5005 Australia;4. Photon Systems Instruments (PSI), Drásov, Czech Republic
Abstract: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 (Fv′/Fm′) greatly affected growth maintenance in the early phase of salt stress, whereas the maximum quantum yield (QYmax) 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 QYmax and Fv′/Fm′ were selected for validation using T-DNA insertion lines. We characterized an unknown protein kinase found in the QYmax 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.
Keywords:Arabidopsis  salt stress  high-throughput phenotyping  multivariate analysis  genome-wide association studies
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