ArticlePlant molecular biology2022
High-LD SNP markers exhibiting pleiotropic effects on salt tolerance at germination and seedlings stages in spring wheat.
Article in Plant molecular biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed, 31 citations in OpenAlex.
- Comparative effects of mixed saline-alkaline stress on seed germination and early seedling growth in proso millet: the dominant role of alkalinity.Scientific reports · 2026Article
- Genome-wide association study of alkali tolerance at germination stage in wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Genetic and phenotypic associations between peduncle characteristics and spike productivity in wheat under drought and normal conditions.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Differential Regulation of Gene Expression, Ion Homeostasis, and Antioxidant Defense Confers Salinity Tolerance During Seed Germination in Wheat.Plants (Basel, Switzerland) · 2026Article
- Genome-wide association study and gene network analysis of drought tolerance in wheat during early growth.Frontiers in plant science · 2026Article
- GWAS-based identification of multi-trait genetic loci conferring salinity tolerance in barley under hydro- and nanoparticle-priming conditions.BMC plant biology · 2025Article
- Introgression of quantitative trait locus qSFWI6D from Aegilops tauschii improves salt tolerance in wheat at seedling stage.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- EBMGP: a deep learning model for genomic prediction based on Elastic Net feature selection and bidirectional encoder representations from transformer's embedding and multi-head attention pooling.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Article
- A Study on the Functional Identification of Overexpressing Winter Wheat Expansin GeneInternational journal of molecular sciences · 2024Article
- Genome-wide association studies identifiedFrontiers in plant science · 2024Article
- Identification of a key locus, qNL3.1, associated with seed germination under salt stress via a genome-wide association study in rice.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Article
- Screening Spring Wheat Genotypes forGenes · 2023Article
- Novel genomic regions on chromosome 5B controlling wheat powdery mildew seedling resistance under Egyptian conditions.Frontiers in plant science · 2023Article
- Growth responses and genetic variation among highly ecologically diverse spring wheat genotypes grown under seawater stress.Frontiers in plant science · 2022Article
- Genome-Wide Screening of Broad-Spectrum Resistance to Leaf Rust (Frontiers in plant science · 2022Article
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
key messageSalt tolerance at germination and seedling growth stages was investigated. GWAS revealed nine genomic regions with pleiotropic effects on salt tolerance. Salt tolerant genotypes were identified for future breeding program. With 20% of the irrigated land worldwide affected by it, salinity is a serious threat to plant development and crop production. While wheat is the most stable food source worldwide, it has been classified as moderately tolerant to salinity. In several crop plants; such as barley, maize and rice, it has been shown that salinity tolerance at seed germination and seedling establishment is under polygenic control. As yield was the ultimate goal of breeders and geneticists, less attention has been paid to understanding the genetic architecture of salt tolerance at early stages. Thus, the genetic control of salt tolerance at these stages is poorly understood relative to the late stages. In the current study, 176 genotypes of spring wheat were tested for salinity tolerance at seed germination and seedling establishment. Genome-Wide Association Study (GWAS) has been used to identify the genomic regions/genes conferring salt tolerance at seed germination and seedling establishment. Salinity stress negatively impacted all germination and seedling development parameters. A set of 137 SNPs showed significant association with the traits of interest. Across the whole genome, 33 regions showed high linkage disequilibrium (LD). These high LD regions harbored 15 SNPs with pleiotropic effect (i.e. SNPs that control more than one trait). Nine genes belonging to different functional groups were found to be associated with the pleiotropic SNPs. Noteworthy, chromosome 2B harbored the gene TraesCS2B02G135900 that acts as a potassium transporter. Remarkably, one SNP marker, reported in an early study, associated with salt tolerance was validated in this study. Our findings represent potential targets of genetic manipulation to understand and improve salinity tolerance in wheat.
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