ArticleBMC plant biology2019
The genetic architecture of phosphorus efficiency in sorghum involves pleiotropic QTL for root morphology and grain yield under low phosphorus availability in the soil.
Article in BMC plant biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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30 citing papers in PubMed, 77 citations in OpenAlex.
- Artificial intelligence-based structural modeling of PSTOL1 receptor kinases in rice and sorghum.Frontiers in plant science · 2026Article
- Arbuscular Mycorrhizal Symbiosis Enables Efficient Phosphorus Uptake in Sorghum Accessions With Contrasting Root Traits.Plant, cell & environment · 2025Article
- Genome-Wide Association Analyses Identify Hydrogen Peroxide-Responsive Loci in Wheat Diversity.Plant direct · 2025Article
- Enhancing Sorghum Growth: Influence of Arbuscular Mycorrhizal Fungi and Sorgoleone.Microorganisms · 2025Article
- Evaluating physiological traits ofPhotosynthetica · 2025Article
- Review
- Early exposure to phosphorus starvation induces genetically determined responses in Sorghum bicolor roots.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024Article
- Multi-trait association mapping for phosphorous efficiency reveals flexible root architectures in sorghum.BMC plant biology · 2024Article
- Dissecting the Roles of Phosphorus Use Efficiency, Organic Acid Anions, and Aluminum-Responsive Genes under Aluminum Toxicity and Phosphorus Deficiency in Ryegrass Plants.Plants (Basel, Switzerland) · 2024Article
- Multi-locus genome-wide association study for phosphorus use efficiency in a tropical maize germplasm.Frontiers in plant science · 2024Article
- Constitutive basis of root system architecture: uncovering a promising trait for breeding nutrient- and drought-resilient crops.aBIOTECH · 2023Article
- Genetic dissection of root architecture in Ethiopian sorghum landraces.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Article
- Genome-Wide Association Study for Root Morphology and Phosphorus Acquisition Efficiency in Diverse Maize Panels.International journal of molecular sciences · 2023Article
- Genome-Wide Characterization and Gene Expression Analyses of Malate Dehydrogenase (International journal of molecular sciences · 2023Article
- Recent advancements in the breeding of sorghum crop: current status and future strategies for marker-assisted breeding.Frontiers in genetics · 2023Review
- Article
- Prospects of genetics and breeding for low-phosphate tolerance: an integrated approach from soil to cell.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Review
- Genome-Wide Association Studies of Root-Related Traits inPlants (Basel, Switzerland) · 2022Article
- Sorghum root epigenetic landscape during limiting phosphorus conditions.Plant direct · 2022Article
- Identification of Phosphorus Stress Related Proteins in the Seedlings of Dongxiang Wild Rice (Genes · 2022Article
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13 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundPhosphorus (P) fixation on aluminum (Al) and iron (Fe) oxides in soil clays restricts P availability for crops cultivated on highly weathered tropical soils, which are common in developing countries. Hence, P deficiency becomes a major obstacle for global food security. We used multi-trait quantitative trait loci (QTL) mapping to study the genetic architecture of P efficiency and to explore the importance of root traits on sorghum grain yield on a tropical low-P soil.
resultsP acquisition efficiency was the most important component of P efficiency, and both traits were highly correlated with grain yield under low P availability. Root surface area was positively associated with grain yield. The guinea parent, SC283, contributed 58% of all favorable alleles detected by single-trait mapping. Multi-trait mapping detected 14 grain yield and/or root morphology QTLs. Tightly linked or pleiotropic QTL underlying the surface area of fine roots (1-2 mm in diameter) and grain yield were detected at positions 1-7 megabase pairs (Mb) and 71 Mb on chromosome 3, respectively, and a root diameter/grain yield QTL was detected at 7 Mb on chromosome 7. All these QTLs were near sorghum homologs of the rice serine/threonine kinase, OsPSTOL1. The SbPSTOL1 genes on chromosome 3, Sb03g006765 at 7 Mb and Sb03g031690 at 60 Mb were more highly expressed in SC283, which donated the favorable alleles at all QTLs found nearby SbPSTOL1 genes. The Al tolerance gene, SbMATE, may also influence a grain yield QTL on chromosome 3. Another PSTOL1-like gene, Sb07g02840, appears to enhance grain yield via small increases in root diameter. Co-localization analyses suggested a role for other genes, such as a sorghum homolog of the Arabidopsis ubiquitin-conjugating E2 enzyme, phosphate 2 (PHO2), on grain yield advantage conferred by the elite parent, BR007 allele.
conclusionsGenetic determinants conferring higher root surface area and slight increases in fine root diameter may favor P uptake, thereby enhancing grain yield under low-P availability in the soil. Molecular markers for SbPSTOL1 genes and for QTL increasing grain yield by non-root morphology-based mechanisms hold promise in breeding strategies aimed at developing sorghum cultivars adapted to low-P soils.
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