New Crops · 2024 · 24 citations · 66 references
Life SciencesGeneticsPlant SciencesCrop ImprovementPlant GeneticsPlant GenomicsAgronomic Trait EvaluationGene MappingHaplotype AnalysisHeavy Metal Tolerance BreedingQuantitative Trait LociQuantitative Trait Loci MappingAdditive Qtl EffectsAgronomic CharacterizationCadmium ContaminationCadmium Tissue AccumulationCadmium Toxicity MechanismsHaplotype Analysis In QtlHeavy Metal Toxicity ToleranceQuantitative Trait Loci (Qtl) Mapping
Rice (Oryza sativa L.) is a major dietary source of cadmium (Cd). Developing rice varieties with reduced Cd levels in the grain is a cost-effective and practical approach to enhance food safety, particularly in regions with high Cd contamination. However, the genetic mechanisms underlying Cd accumulation in rice grains are not fully understood. In this study, we identified eight quantitative trait loci (QTLs) associated with Cd accumulation in rice grains through substitution mapping using single segment substitution lines (SSSLs). These QTLs, named qCd‐2‐1, qCd‐3‐1, qCd‐3‐2, qCd‐5‐1, qCd‐6‐1, qCd‐7‐1, qCd‐8‐1, and qCd‐11‐1, are distributed across seven chromosomes. Notably, the qCd‐5‐1 and qCd‐6‐1 loci are reported for the first time. We performed a detailed haplotype analysis of candidate genes related to heavy metal metabolism, specifically focusing on Cd accumulation. All SSSLs carrying alleles from donor parents exhibited a significant reduction in Cd accumulation, with additive effects ranging from −0.061 to −0.105. To further develop rice varieties with lower Cd accumulation in the grain, we developed six pyramided lines through crossing and marker-assisted selection. These pyramided lines showed significantly reduced Cd content in the grain compared to the elite indica recurrent parent, Huajingxian74 (HJX74). Importantly, most agronomic characteristics of the pyramided lines were similar to those of HJX74. In conclusion, this study demonstrates that identifying and pyramiding QTLs associated with reduced Cd accumulation is an effective strategy for developing rice varieties with lower Cd content in the grain.
66
Multiple Range and Multiple F Tests
David B. Duncan · Biometrics · 1955 · 23.2K citations
Rapid isolation of high molecular weight plant DNA
Michael G. Murray, William F. Thompson · Nucleic Acids Research · 1980 · 12.4K citations · Full text
Nramp5 Is a Major Transporter Responsible for Manganese and Cadmium Uptake in Rice
Akimasa Sasaki, Naoki Yamaji, Kengo Yokosho et al. · The Plant Cell · 2012 · 1.3K citations · Full text
Gene limiting cadmium accumulation in rice
Daisei Ueno, Naoki Yamaji, Izumi Kono et al. · Proceedings of the National Academy of Sciences · 2010 · 838 citations · Full text