ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2015
Genome-wide association analysis reveals new targets for carotenoid biofortification in maize.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers.
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Who cites it
72 citing papers in PubMed, 151 citations in OpenAlex.
- β-Cryptoxanthin and zeaxanthin are highly bioavailable from whole-grain and refined biofortified orange maize in humans with optimal vitamin A status: a randomized, crossover, placebo-controlled trial.The American journal of clinical nutrition · 2018Trial
- Reconfiguring biofortification strategies to transform food systems and address micronutrient deficiency of the 21st century.Journal of integrative plant biology · 2026Review
- 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
- Genetic Dissection of Carotenoid Variation by Integrating Quantitative Trait Loci Mapping and Candidate Region Association Study in Sweet Corn.Plants (Basel, Switzerland) · 2025Article
- Spinach (Foods (Basel, Switzerland) · 2025Article
- A Genome-Wide Association Study Reveals QTLs and Candidate Genes Associated with the Carotenoid Content in the Flesh ofAntioxidants (Basel, Switzerland) · 2025Article
- A detailed comparative in silico and functional analysis of ccd1 gene in maize gives new insights of its expression and functions.Molecular biology reports · 2025Article
- Review
- Genetic diversity and population structure analyses of tropical maize inbred lines using Single Nucleotide Polymorphism markers.PloS one · 2025Article
- Genome-wide association study of carotenoids in maize kernel.The plant genome · 2024Article
- Genome-wide association study and expression of candidate genes for Fe and Zn concentration in sorghum grains.Scientific reports · 2024Article
- Investigating genomic prediction strategies for grain carotenoid traits in a tropical/subtropical maize panel.G3 (Bethesda, Md.) · 2024Article
- Genetic biofortification: advancing crop nutrition to tackle hidden hunger.Functional & integrative genomics · 2024Review
- Unraveling transcriptomics of sorghum grain carotenoids: a step forward for biofortification.BMC genomics · 2023Article
- Genetic and molecular basis of carotenoid metabolism in cereals.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Review
- Unravelling the genetic framework associated with grain quality and yield-related traits in maize (Frontiers in genetics · 2023Article
- Quantitative trait loci and candidate genes for iron and zinc bio-fortification in genetically diverse germplasm of maize (Heliyon · 2022Review
- Genome-wide association study reveals distinct genetic associations related to leaf hair density in two lineages of wheat-wild relative Aegilops tauschii.Scientific reports · 2022Article
- Identification of Loci Governing Agronomic Traits and Mutation Hotspots via a GBS-Based Genome-Wide Association Study in a Soybean Mutant Diversity Pool.International journal of molecular sciences · 2022Article
- Article
12 more citing papers are in PubMed but not listed here.
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Authors and funding
5 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
key messageGenome-wide association analysis in CIMMYT's association panel revealed new favorable native genomic variations in/nearby important genes such as hydroxylases and CCD1 that have potential for carotenoid biofortification in maize. Genome-wide association studies (GWAS) have been used extensively to identify allelic variation for genes controlling important agronomic and nutritional traits in plants. Provitamin A (proVA) enhancing alleles of lycopene epsilon cyclase (LCYE) and β-carotene hydroxylase 1 (CRTRB1), previously identified through candidate-gene based GWAS, are currently used in CIMMYT's maize breeding program. The objective of this study was to identify genes or genomic regions controlling variation for carotenoid concentrations in grain for CIMMYT's carotenoid association mapping panel of 380 inbred maize lines, using high-density genome-wide platforms with ~476,000 SNP markers. Population structure effects were minimized by adjustments using principal components and kinship matrix with mixed models. Genome-wide linkage disequilibrium (LD) analysis indicated faster LD decay (3.9 kb; r (2) = 0.1) than commonly reported for temperate germplasm, and therefore the possibility of achieving higher mapping resolution with our mostly tropical diversity panel. GWAS for various carotenoids identified CRTRB1, LCYE and other key genes or genomic regions that govern rate-critical steps in the upstream pathway, such as DXS1, GGPS1, and GGPS2 that are known to play important roles in the accumulation of precursor isoprenoids as well as downstream genes HYD5, CCD1, and ZEP1, which are involved in hydroxylation and carotenoid degradation. SNPs at or near all of these regions were identified and may be useful target regions for carotenoid biofortification breeding efforts in maize; for example a genomic region on chromosome 2 explained ~16% of the phenotypic variance for β-carotene independently of CRTRB1, and a variant of CCD1 that resulted in reduced β-cryptoxanthin degradation was found in lines that have previously been observed to have low proVA degradation rates.
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