Quantitative Trait Loci for Biofortification Traits in Maize Grain
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2012
Authors
Simić, DomagojZdunić, Zvonimir
Jambrović, Antun
Ledencan, Tatjana
Brkić, Josip
Brkić, Andrija
Brkić, Ivan
Mladenović Drinić, Snežana

Article (Published version)

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Detecting genes that influence biofortification traits in cereal grain could help increase the concentrations of bioavailable mineral elements in crops to solve the global mineral malnutrition problem. The aims of this study were to detect the quantitative trait loci (QTLs) for phosphorus (P), iron (Fe), zinc (Zn), and magnesium (Mg) concentrations in maize grain in a mapping population, as well as QTLs for bioavailable Fe, Zn, and Mg, by precalculating their respective ratios with P. Elemental analysis of grain samples was done by coupled plasma-optical emission spectrometry in 294 F(4) lines of a biparental population taken from field trials of over 3 years. The population was mapped using sets of 121 polymorphic markers. QTL analysis revealed 32 significant QTLs detected for 7 traits, of which some were colocalized. The Additive-dominant model revealed highly significant additive effects, suggesting that biofortification traits in maize are generally controlled by numerous small-eff...ect QTLs. Three QTLs for Fe/P, Zn/P, and Mg/P were colocalized on chromosome 3, coinciding with simple sequence repeats marker bnlg1456, which resides in close proximity to previously identified phytase genes (ZM phys1 and phys2). Thus, we recommend the ratios as bioavailability traits in biofortification research.
Keywords:
bioavailability / biofortification / maize (Zea mays) / minerals / quantitative trait lociSource:
Journal of Heredity, 2012, 103, 1, 47-54Publisher:
- Oxford Univ Press Inc, Cary
Funding / projects:
- Ministry of Science, Education, and Sports, Republic of Croatia - 073-0730463-0203
- Ministry of Science, Education, and Sports, Republic of Croatia - 073-0730463-0253
- Ministry of Science, Education, and Sports, Republic of Croatia - 073-0730463-0198
- Ministry of Science, Education, and Sports, Republic of Croatia - 073-0730463-0201
- Ministry of Science, Education, and Sports, Republic of Croatia - 073-0730463-0256
DOI: 10.1093/jhered/esr122
ISSN: 0022-1503
PubMed: 22071312
WoS: 000297865400006
Scopus: 2-s2.0-83255176975
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MRIZPTY - JOUR AU - Simić, Domagoj AU - Zdunić, Zvonimir AU - Jambrović, Antun AU - Ledencan, Tatjana AU - Brkić, Josip AU - Brkić, Andrija AU - Brkić, Ivan AU - Mladenović Drinić, Snežana PY - 2012 UR - http://rik.mrizp.rs/handle/123456789/422 AB - Detecting genes that influence biofortification traits in cereal grain could help increase the concentrations of bioavailable mineral elements in crops to solve the global mineral malnutrition problem. The aims of this study were to detect the quantitative trait loci (QTLs) for phosphorus (P), iron (Fe), zinc (Zn), and magnesium (Mg) concentrations in maize grain in a mapping population, as well as QTLs for bioavailable Fe, Zn, and Mg, by precalculating their respective ratios with P. Elemental analysis of grain samples was done by coupled plasma-optical emission spectrometry in 294 F(4) lines of a biparental population taken from field trials of over 3 years. The population was mapped using sets of 121 polymorphic markers. QTL analysis revealed 32 significant QTLs detected for 7 traits, of which some were colocalized. The Additive-dominant model revealed highly significant additive effects, suggesting that biofortification traits in maize are generally controlled by numerous small-effect QTLs. Three QTLs for Fe/P, Zn/P, and Mg/P were colocalized on chromosome 3, coinciding with simple sequence repeats marker bnlg1456, which resides in close proximity to previously identified phytase genes (ZM phys1 and phys2). Thus, we recommend the ratios as bioavailability traits in biofortification research. PB - Oxford Univ Press Inc, Cary T2 - Journal of Heredity T1 - Quantitative Trait Loci for Biofortification Traits in Maize Grain VL - 103 IS - 1 SP - 47 EP - 54 DO - 10.1093/jhered/esr122 UR - conv_797 ER -
@article{ author = "Simić, Domagoj and Zdunić, Zvonimir and Jambrović, Antun and Ledencan, Tatjana and Brkić, Josip and Brkić, Andrija and Brkić, Ivan and Mladenović Drinić, Snežana", year = "2012", abstract = "Detecting genes that influence biofortification traits in cereal grain could help increase the concentrations of bioavailable mineral elements in crops to solve the global mineral malnutrition problem. The aims of this study were to detect the quantitative trait loci (QTLs) for phosphorus (P), iron (Fe), zinc (Zn), and magnesium (Mg) concentrations in maize grain in a mapping population, as well as QTLs for bioavailable Fe, Zn, and Mg, by precalculating their respective ratios with P. Elemental analysis of grain samples was done by coupled plasma-optical emission spectrometry in 294 F(4) lines of a biparental population taken from field trials of over 3 years. The population was mapped using sets of 121 polymorphic markers. QTL analysis revealed 32 significant QTLs detected for 7 traits, of which some were colocalized. The Additive-dominant model revealed highly significant additive effects, suggesting that biofortification traits in maize are generally controlled by numerous small-effect QTLs. Three QTLs for Fe/P, Zn/P, and Mg/P were colocalized on chromosome 3, coinciding with simple sequence repeats marker bnlg1456, which resides in close proximity to previously identified phytase genes (ZM phys1 and phys2). Thus, we recommend the ratios as bioavailability traits in biofortification research.", publisher = "Oxford Univ Press Inc, Cary", journal = "Journal of Heredity", title = "Quantitative Trait Loci for Biofortification Traits in Maize Grain", volume = "103", number = "1", pages = "47-54", doi = "10.1093/jhered/esr122", url = "conv_797" }
Simić, D., Zdunić, Z., Jambrović, A., Ledencan, T., Brkić, J., Brkić, A., Brkić, I.,& Mladenović Drinić, S.. (2012). Quantitative Trait Loci for Biofortification Traits in Maize Grain. in Journal of Heredity Oxford Univ Press Inc, Cary., 103(1), 47-54. https://doi.org/10.1093/jhered/esr122 conv_797
Simić D, Zdunić Z, Jambrović A, Ledencan T, Brkić J, Brkić A, Brkić I, Mladenović Drinić S. Quantitative Trait Loci for Biofortification Traits in Maize Grain. in Journal of Heredity. 2012;103(1):47-54. doi:10.1093/jhered/esr122 conv_797 .
Simić, Domagoj, Zdunić, Zvonimir, Jambrović, Antun, Ledencan, Tatjana, Brkić, Josip, Brkić, Andrija, Brkić, Ivan, Mladenović Drinić, Snežana, "Quantitative Trait Loci for Biofortification Traits in Maize Grain" in Journal of Heredity, 103, no. 1 (2012):47-54, https://doi.org/10.1093/jhered/esr122 ., conv_797 .