ArticleScientific reports2024
Grain yellowness is an effective predictor of carotenoid content in global sorghum populations.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Pathway Crosstalk and Metabolic Relay in the Phenylpropanoid-Carotenoid Axis Orchestrate Petal Coloration inGenes · 2026Article
- Advancing provitamin A biofortification in sorghum: from allele mining and marker development to prebreeding and breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Interactive Effects of Temperature and Grain Moisture Content on Quality Deterioration and Volatile Flavour Evolution in Foxtail Millet During Storage.Foods (Basel, Switzerland) · 2026Article
- Sudanese pearl millet (Pennisetum glaucum (L.) R. Br.) germplasm reveals genetic potential for carotenoid improvement and provitamin a biofortification.Scientific reports · 2026Article
- Prediction of Pasta Colour Considering Traits Involved in Colour Expression of Durum Wheat Semolina.Foods (Basel, Switzerland) · 2025Article
- Transcriptomic and targeted metabolomic insights into carotenoid-mediated color formation in sorghum grains.Frontiers in plant science · 2025Article
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Authors and funding
5 authors.
Funding
Abstract
Identification of high carotenoid germplasm is crucial to assist breeders in provitamin-A biofortification of sorghum (Sorghum bicolor [L.] Moench). High-performance liquid chromatography is the gold standard for carotenoid quantification, however, it is not feasible for large scale phenotyping due to its high cost and low throughput. In this study, we tested the feasibility of using grain color as a high-throughput method of carotenoid biofortification breeding. We hypothesized that visual, color-based selection can be an effective strategy to identify high-carotenoid accessions. Yellow grain had significantly higher carotenoid content than red, brown, and white grain. The degree of yellowness could distinguish the presence or absence of carotenoids, but could not distinguish carotenoid concentrations within yellow-only accessions. The degree of luminosity of the grain, however, was able to better predict carotenoid concentrations within yellow-only accessions. Genome-wide association studies identified significant marker-trait associations for qualitative and quantitative grain color traits and carotenoid concentrations near carotenoid pathway genes-ZEP, PDS, CYP97A, NCED, CCD, and LycE-three of which were common between grain color and carotenoid traits. These findings suggest that using grain color as a method for screening germplasm may be an effective high-throughput selection tool for prebreeding and early-stage breeding in carotenoid biofortification.
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