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Quantitative Trait Loci for Biofortification Traits in Maize Grain

Authorized Users Only
2012
Authors
Simić, Domagoj
Zdunić, Zvonimir
Jambrović, Antun
Ledencan, Tatjana
Brkić, Josip
Brkić, Andrija
Brkić, Ivan
Mladenović Drinić, Snežana
Article (Published version)
Metadata
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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-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 loci
Source:
Journal of Heredity, 2012, 103, 1, 47-54
Publisher:
  • 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
[ Google Scholar ]
66
49
URI
http://rik.mrizp.rs/handle/123456789/422
Collections
  • Радови истраживача / Researchers' publications
Institution/Community
MRIZP
TY  - 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 .

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