ArticleBMC plant biology2021
Identification of novel genomic regions associated with nine mineral elements in Chinese winter wheat grain.
Article in BMC plant biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 27 citations in OpenAlex.
- Identification of resistance sources and genomic regions regulating spot blotch resistance in Asian bread wheat (Triticum aestivum L.) via genome-wide association study.The plant genome · 2026Article
- Multi-locus GWAS to unravel the genetic architecture of grain iron, zinc and protein contents in wheat (Triticum aestivum L.) genotypes evaluated over multiple locations and years.BMC plant biology · 2026Article
- Identification of novel major quantitative trait loci associated with selenium and zinc accumulation inFrontiers in plant science · 2026Article
- Genome-Wide Association Studies for Grain Micronutrient Concentration in Spring Wheat (Plants (Basel, Switzerland) · 2025Article
- Stable pleotropic loci controlling the accumulation of multiple nutritional elements in wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Genome-Wide Association Study of Grain Manganese Content in Bread Wheat (Food science & nutrition · 2025Article
- Enriched grain minerals in Aegilops tauschii-derived common wheat population under heat-stress environments.Scientific reports · 2025Article
- Mapping of the QTLs governing grain nutrients in wheat (Frontiers in plant science · 2025Article
- Single- and multi-trait genomic prediction and genome-wide association analysis of grain yield and micronutrient-related traits in ICARDA wheat under drought environment.Molecular genetics and genomics : MGG · 2023Article
- Multivariate Genome-Wide Association Study of Concentrations of Seven Elements in Seeds Reveals Four New Loci in Russian Wheat Lines.Plants (Basel, Switzerland) · 2023Article
- Genetic Dissection of Drought Tolerance of Elite Bread Wheat (Plants (Basel, Switzerland) · 2022Article
- Genetic Characterization of Spring Wheat Germplasm for Macro-, Microelements and Trace Metals.Plants (Basel, Switzerland) · 2022Article
- Article
- Wheat Biofortification: Utilizing Natural Genetic Diversity, Genome-Wide Association Mapping, Genomic Selection, and Genome Editing Technologies.Frontiers in nutrition · 2022Review
- Genome-Wide Association Analysis Reveals the Genetic Basis of Iron-Deficiency Stress Tolerance in Maize.Frontiers in plant science · 2022Article
- Article
- Genome-Wide Association Mapping Identifies Key Genomic Regions for Grain Zinc and Iron Biofortification in Bread Wheat.Frontiers in plant science · 2022Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMineral elements are important for maintaining good human health besides heavy metals. Mining genes that control mineral elements are paramount for improving their accumulation in the wheat grain. Although previous studies have reported some loci for beneficial trace elements, they have mainly focused on Zn and Fe content. However, little information is available regarding the genetic loci differences in dissecting synchronous accumulation of multiple mineral elements in wheat grains, including beneficial and heavy elements. Therefore, a genome-wide association study (GWAS) was conducted on 205 wheat accessions with 24,355 single nucleotide polymorphisms (SNPs) to identify important loci and candidate genes for controlling Ca, Fe, Zn, Se, Cu, Mn, Cd, As, and Pb accumulation in wheat grains.
resultsA total of 101 marker-trait associations (MTAs) (P < 10
conclusionsOur study indicated the existence of gene interactions among mineral elements based on multi-effect MTAs loci and candidate genes. Meanwhile this study provided new insights into the genetic control of mineral element concentrations, and the important loci and genes identified may contribute to the rapid development of beneficial mineral elements and a reduced content of harmful heavy metals in wheat grain.
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