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Plant Breed. Biotech. : Plant Breeding and Biotechnology

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Research Article

Identification of QTL for Grain Protein Content and Grain Hardness from Winter Wheat for Genetic Improvement of Spring Wheat

Plant Breeding and Biotechnology 2013;1(4):347-353.
Published online: December 31, 2013

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*Corresponding author: Hwayoung Heo, hwayoung@montana.edu, Tel: +1-406-599-7650, Fax: +1-406-994-7600
• Received: November 19, 2013   • Revised: November 26, 2013   • Accepted: November 28, 2013

Copyright © 2013 The Korean Society of Breeding Science

This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Identification of QTL for Grain Protein Content and Grain Hardness from Winter Wheat for Genetic Improvement of Spring Wheat
Plant Breed. Biotech.. 2013;1(4):347-353.   Published online December 31, 2013
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Identification of QTL for Grain Protein Content and Grain Hardness from Winter Wheat for Genetic Improvement of Spring Wheat
Plant Breed. Biotech.. 2013;1(4):347-353.   Published online December 31, 2013
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Identification of QTL for Grain Protein Content and Grain Hardness from Winter Wheat for Genetic Improvement of Spring Wheat
Image Image
Fig. 1 A linkage map (left) and QTL analysis (right) for grain protein content on chromosome 3B (a) and 5B (b), flanking markers are underlined.
Fig. 2 A linkage map (left) and QTL analysis (right) for grain hardness on chromosome 1B (a) and 5A (b), flanking markers are underlined.
Identification of QTL for Grain Protein Content and Grain Hardness from Winter Wheat for Genetic Improvement of Spring Wheat

Population and environments used for genetic analysis of grain protein and hardness.

Parents Number of RILsa Year of experiment Irrigation regime
Choteau/Spring version of Yellowstone 97 2011 Rainfed, Irrigated
2012 Rainfed, Irrigated

aRecombinant inbred lines.

Mean performance and range of grain protein content and grain hardness of the parental lines and mapping population in four environments.

Line Grain protein content (%) Grain hardness (%)
Choteau 15.2* 68.14**
S-Yellowstonea 13.4 74.39
Mean of population 14.3 70.39
Range of population 13.0 – 15.9 50.03 – 83.29

aSpring version of Yellowstone

*, **significantly different from S-Yellowstone at P=0.05-0.01 and P = 0.01-0.001, respectively.

Significant QTLs for grain protein content (GPC) and grain hardness (GH) detected through composite interval mapping of the Choteau/S-Yellowstone RILs in four environments.

Trait Chromosome Marker or interval LODa Additive effectb
GPC (%) 3B Barc77 3.5 −0.17
5B Gwm499 4.3 −0.19

GH (%) 1B WMC719 – WMC367-1 4.6 +1.75
5A IWA6573 – IWA2363 4.2 +1.44

aThe logarithm of the odds

bpositive indicate additive effect of the S-Yellowstone allele, negative indicate additive effect of the Choteau allele.

Relative contribution mean of alleles to the grain protein content (GPC) and grain hardness (GH) in four environments.

Trait Chromosome Marker Allele Aa SEb of the allele A Allele B SE of the allele B
GPC (%) 3B Barc77 14.5 0.1 14.2 0.1
5B Gwm499 14.5 0.1 14.2 0.1

GH (%) 1B WMC367-1 68.9 0.5 71.5 0.7
5A IWA6573 69.0 0.6 71.5 0.6

aAllele A and B are the mean values for alleles derived from the Choteau and S-yellowstone, respectively

bstandard error.

Table 1 Population and environments used for genetic analysis of grain protein and hardness.

Recombinant inbred lines.

Table 2 Mean performance and range of grain protein content and grain hardness of the parental lines and mapping population in four environments.

Spring version of Yellowstone

significantly different from S-Yellowstone at P=0.05-0.01 and P = 0.01-0.001, respectively.

Table 3 Significant QTLs for grain protein content (GPC) and grain hardness (GH) detected through composite interval mapping of the Choteau/S-Yellowstone RILs in four environments.

The logarithm of the odds

positive indicate additive effect of the S-Yellowstone allele, negative indicate additive effect of the Choteau allele.

Table 4 Relative contribution mean of alleles to the grain protein content (GPC) and grain hardness (GH) in four environments.

Allele A and B are the mean values for alleles derived from the Choteau and S-yellowstone, respectively

standard error.