ArticleBMC plant biology2022
Genome-Wide Association Study (GWAS) and genome prediction of seedling salt tolerance in bread wheat (Triticum aestivum L.).
Article in BMC plant biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Artificial intelligence in plant salt stress research: from predictive models to multi-omics integration.Journal of experimental botany · 2026Review
- Genomic signatures of selection highlight the erosion of resilience alleles in Iranian wheat.BMC plant biology · 2026Article
- Genome-wide association analysis of salinity tolerance-related loci in bread wheat (Triticum aestivum L.) at the germination stage.BMC plant biology · 2026Article
- Stage-specific GWAS identifies a pleiotropic ankyrin repeat locus near GmSALT3 for salinity tolerance in soybean.Plant cell reports · 2026Article
- Genome-wide association study of alkali tolerance at germination stage in wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Genome-wide association studies and candidate gene identification under salinity stress in bread wheat (Frontiers in plant science · 2026Article
- Phenotypic variation and genetic architecture of seedling salt tolerance in Xinjiang wheat revealed by GWAS and resequencing.Frontiers in plant science · 2026Article
- A multi-locus genome-wide association study uncovers candidate genes for alkali tolerance in maize (Zea Mays L.) seedlings.BMC genomics · 2025Article
- Dissecting the genetic and phenotypic basis of salinity tolerance in mungbean: insights from multi-stage phenotyping, GWAS and genomic prediction.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Genomics-assisted breeding for designing salinity-smart future crops.Plant biotechnology journal · 2025Review
- Quantitative trait locus mapping for salt and drought tolerance traits in wheat (Triticum aestivum L.).BMC plant biology · 2025Article
- Seed priming with salicylic acid enhances salt stress tolerance by boosting antioxidant defense in Phaseolus vulgaris genotypes.BMC plant biology · 2025Article
- Genome-wide association study (GWAS) uncovers candidate genes linked to the germination performance of bread wheat (Triticum aestivum L.) under salt stress.BMC genomics · 2025Article
- Watkins wheat landraces decode nitrogen-driven biomass trade-offs: GWAS exposes root-shoot dialectics and elite landraces for resilient agriculture.Frontiers in plant science · 2025Article
- Quantitative trait loci mapping for salt tolerance-related traits during the germination stage of wheat.PloS one · 2025Article
- Genome-wide association study of salt tolerance in sorghum during germination.Frontiers in plant science · 2025Article
- Expression interplay of genes coding for calcium-binding proteins and transcription factors during the osmotic phase provides insights on salt stress response mechanisms in bread wheat.Plant molecular biology · 2024Article
- Genome-wide association scan reveals the reinforcing effect of nano-potassium in improving the yield and quality of salt-stressed barley via enhancing the antioxidant defense system.Plant molecular biology · 2024Article
- Scarless genome editing technology and its application to crop improvement.Breeding science · 2024Article
- Multi-omics analysis of hexaploid triticale that show molecular responses to salt stress during seed germination.Frontiers in plant science · 2024Article
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6 authors.
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Abstract
backgroundSalinity tolerance in wheat is imperative for improving crop genetic capacity in response to the expanding phenomenon of soil salinization. However, little is known about the genetic foundation underlying salinity tolerance at the seedling growth stage of wheat. Herein, a GWAS analysis was carried out by the random-SNP-effect mixed linear model (mrMLM) multi-locus model to uncover candidate genes responsible for salt tolerance at the seedling stage in 298 Iranian bread wheat accessions, including 208 landraces and 90 cultivars.
resultsA total of 29 functional marker-trait associations (MTAs) were detected under salinity, 100 mM NaCl (sodium chloride). Of these, seven single nucleotide polymorphisms (SNPs) including rs54146, rs257, rs37983, rs18682, rs55629, rs15183, and rs63185 with R
conclusionThe SNPs and candidate genes identified in the current work can be used potentially for developing salt-tolerant varieties at the seedling growth stage by marker-assisted selection.
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