Tocochromanols (tocopherols and tocotrienols, collectively vitamin E) are lipid-soluble antioxidants important for both plant fitness and human health. The main dietary sources of vitamin E are seed oils that often accumulate high levels of tocopherol isoforms with lower vitamin E activity. The tocochromanol biosynthetic pathway is conserved across plant species but an integrated view of the genes and mechanisms underlying natural variation of tocochromanol levels in seed of most cereal crops remains limited. To address this issue, we utilized the high mapping resolution of the maize Ames panel of ∼1,500 inbred lines scored with 12.2 million single-nucleotide polymorphisms to generate metabolomic (mature grain tocochromanols) and transcriptomic (developing grain) data sets for genetic mapping. By combining results from genome- and transcriptome-wide association studies, we identified a total of 13 candidate causal gene loci, including 5 that had not been previously associated with maize grain tocochromanols: 4 biosynthetic genes (arodeH2 paralog, dxs1, vte5, and vte7) and a plastid S-adenosyl methionine transporter (samt1). Expression quantitative trait locus (eQTL) mapping of these 13 gene loci revealed that they are predominantly regulated by cis-eQTL. Through a joint statistical analysis, we implicated cis-acting variants as responsible for colocalized eQTL and GWAS association signals. Our multiomics approach provided increased statistical power and mapping resolution to enable a detailed characterization of the genetic and regulatory architecture underlying tocochromanol accumulation in maize grain and provided insights for ongoing biofortification efforts to breed and/or engineer vitamin E and antioxidant levels in maize and other cereals.
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Kadirjan-Kalbach, Deena K. ; Turmo, Aiko ; Wang, Jie ; Smith, Brandon C. ; Chen, Cheng ; Porter, Katie J. ; Childs, Kevin ; DellaPenna, Dean ; Osteryoung, Katherine W. ( , Plant Physiology)
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Baseggio, Matheus ; Murray, Matthew ; Magallanes‐Lundback, Maria ; Kaczmar, Nicholas ; Chamness, James ; Buckler, Edward S. ; Smith, Margaret E. ; DellaPenna, Dean ; Tracy, William F. ; Gore, Michael A. ( , The Plant Genome)
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Baseggio, Matheus ; Murray, Matthew ; Magallanes‐Lundback, Maria ; Kaczmar, Nicholas ; Chamness, James ; Buckler, Edward S. ; Smith, Margaret E. ; DellaPenna, Dean ; Tracy, William F. ; Gore, Michael A. ( , The Plant Genome)
Abstract Sweet corn (
Zea mays L.) is highly consumed in the United States, but does not make major contributions to the daily intake of carotenoids (provitamin A carotenoids, lutein and zeaxanthin) that would help in the prevention of health complications. A genome‐wide association study of seven kernel carotenoids and twelve derivative traits was conducted in a sweet corn inbred line association panel ranging from light to dark yellow in endosperm color to elucidate the genetic basis of carotenoid levels in fresh kernels. In agreement with earlier studies of maize kernels at maturity, we detected an association of β‐carotene hydroxylase (crtRB1 ) with β‐carotene concentration andlycopene epsilon cyclase (lcyE ) with the ratio of flux between the α‐ and β‐carotene branches in the carotenoid biosynthetic pathway. Additionally, we found that 5% or less of the evaluated inbred lines possessing theshrunken2 (sh2 ) endosperm mutation had the most favorablelycE allele orcrtRB1 haplotype for elevating β‐branch carotenoids (β‐carotene and zeaxanthin) or β‐carotene, respectively. Genomic prediction models with genome‐wide markers obtained moderately high predictive abilities for the carotenoid traits, especially lutein, and outperformed models with less markers that targeted candidate genes implicated in the synthesis, retention, and/or genetic control of kernel carotenoids. Taken together, our results constitute an important step toward increasing carotenoids in fresh sweet corn kernels. -
Hunter, Charles T. ; Saunders, Jonathan W. ; Magallanes-Lundback, Maria ; Christensen, Shawn A. ; Willett, Denis ; Stinard, Philip S. ; Li, Qin-Bao ; Lee, Kwanghee ; DellaPenna, Dean ; Koch, Karen E. ( , The Plant Journal)