ArticleFrontiers in plant science2020
The Genetic Architecture for Phenotypic Plasticity of the Rice Grain Ionome.
Article in Frontiers in plant science, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed, 29 citations in OpenAlex.
- Identification of High- and Low-Cadmium (Cd)-Accumulating Rice Cultivars Using Combined Molecular Markers.Plants (Basel, Switzerland) · 2025Article
- Molecular genetic diversity estimates and identification of multilocus fine and coarse rice genotypes using microsatellite markers.Molecular biology reports · 2025Article
- Combining ability and heterosis analysis for mineral content in the leafy vegetable Gynandropsis gynandra (L.) Briq.PloS one · 2025Article
- Genetic background influences mineral accumulation in rice straw and grains under different soil pH conditions.Scientific reports · 2024Article
- Genome-Wide Network Analysis of Above- and Below-Ground Co-growth inPlant phenomics (Washington, D.C.) · 2024Article
- Genetic variation for grain nutritional profile and yield potential in sorghum and the possibility of selection for drought tolerance under irrigated conditions.BMC genomics · 2023Article
- PANTOTHENATE KINASE4, LOSS OF GDU2, and TRANSPOSON PROTEIN1 affect the canalization of tomato fruit metabolism.Plant physiology · 2023Article
- Partitioning the forms of genotype-by-environment interaction in the reaction norm analysis of stability.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Article
- Identification of subspecies-divergent genetic loci responsible for mineral accumulation in rice grains.Frontiers in genetics · 2023Article
- Evaluation and phenotypic plasticity of taro [Colocasia esculenta (l.) Schott.] genotypes for nutrient and anti-nutrient composition.PloS one · 2023Article
- Genetic variation in morphological traits in cotton and their roles in increasing phosphorus-use-efficiency in response to low phosphorus availability.Frontiers in plant science · 2022Article
- Leaf elemental composition analysis in spider plant [Frontiers in plant science · 2022Article
- A high-resolution genome-wide association study of the grain ionome and agronomic traits in rice Oryza sativa subsp. indica.Scientific reports · 2021Article
- Inferring multilayer interactome networks shaping phenotypic plasticity and evolution.Nature communications · 2021Article
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4 authors at 3 institutions in 1 country.
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Abstract
The ionome of the rice grain is crucial for the health of populations that consume rice as a staple food. However, the contribution of phenotypic plasticity to the variation of rice grain ionome and the genetic architecture of phenotypic plasticity are poorly understood. In this study, we investigated the rice grain ionome of a rice diversity panel in up to eight environments. A considerable proportion of phenotypic variance can be attributed to phenotypic plasticity. Then, phenotypic plasticity and mean phenotype were quantified using Bayesian Finlay-Wilkinson regression, and a significant correlation between them was observed. However, the genetic architecture of mean phenotype was distinct from that of phenotypic plasticity. Also, the correlation between them was mainly attributed to the phenotypic divergence between rice subspecies. Furthermore, the results of whole-genome regression analysis showed that the genetic loci related to phenotypic plasticity can explain a considerable proportion of the phenotypic variance in some environments, especially for Cd, Cu, Mn, and Zn. Our study not only sheds light on the genetic architecture of phenotypic plasticity of the rice grain ionome but also suggests that the genetic loci which related to phenotypic plasticity are valuable in rice grain ionome improvement breeding.
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