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R.M. Trethowan,
R.J. Peņa, and
M. van Ginkel
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Introduction
Wheat breeders use grain or flour protein
(FP%), sedimentation (SDS), and high molecular weight (HMW) glutenin
subunit information to truncate their breeding populations early in the
breeding process. This allows them to better utilize resources by testing
genotypes in the later generations that have release potential. However,
it is not clear what intensity of selection for FP%, SDS, and or the HMW
glutenin subunits will provide breeders with a reasonable probability of
selecting genotypes in advanced generations with the required grain
quality and high yield potential. This paper examines the optimal balance
between selecting for grain quality using easy-to-measure characters and
maintaining germplasm with high yield potential.
Materials and Methods
A total of 1,267 bread wheat genotypes were
grown in replicated trials at CIMMYT's research station in northwestern
Mexico (27°N 109°W, 40 masl) during 1994-95 and 1995-96. Grain yield was
measured per plot and analyzed using SAS to produce means for each
genotype. A 1-kg sample of seed of each genotype was taken from the first
replicate of each trial for grain quality analysis. The following grain
quality parameters were measured for each genotype: Grain protein (GP%),
flour protein (FP%), SDS-sedimentation (SDS), alveogram strength (ALW),
alveogram tenacity/extensibility ratio (ALP/L), bread loaf volume (LV),
and mixing time (MIX). High molecular weight (HMW) glutenin subunit
composition, which is controlled by the Glu-1 complex loci in chromosomes
1A, 1B and 1D, was determined by SDS-PAGE.
The effect of truncating populations for
FP% and SDS, and the ramifications for grain quality and yield were
examined by calculating their impact, at various selection intensities, on
the top 10% of individuals for ALW, P/L, LV, and grain yield.
Results
Flour protein as a
predictor of grain quality and yield
If an arbitrary selection intensity
of 50% is utilized for FP%, then the likelihood of selecting lines among
the top 10% for LV is high (90%) (Figure 1). This likelihood drops to 75%
for ALW and 52% for ALP/L at the same selection intensity as for FP%.
However, the most dramatic consequence is the small number of lines among
the top 10% for grain yield selected. Less than 20% of the highest
yielding group are retained at the 50% selection intensity. |
SDS as a predictor of grain quality and
yield
When SDS is used to examine the outcomes on
grain quality and grain yield at the same selection intensity of 50%, a
much stronger association with ALW was noted (Figure 2). The likelihood of
obtaining lines in the top 10% for this character is 90%. This
relationship does not change significantly as the selection intensity is
further relaxed. The probability of obtaining lines ranking in the highest
group for ALP/L and LV at the 50% selection intensity are 72% and 50%,
respectively. Unlike FP%, there appeared to be no association between SDS
and yield as the selection intensity of 50% identified slightly less than
50% of the highest yielding genotypes. |
SDS/FP% as a predictor of grain quality and
yield
In order to correct for possible
associations between SDS and FP% among some genotypes, SDS was divided by
FP% and the ratio was used to examine changes in selection intensity
(Figure 3). At the 50% selection intensity for SDS/FP%, the probability of
obtaining the best lines for ALW, ALP/L, grain yield, and LV were 75%,
72%, 60% and 56%, respectively. Interestingly, this ratio better predicted
the high yielding genotypes as 60% of the best were identified at the 50%
selection intensity.
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Change in the frequency of some HMW
glutenin sub-unit combinations with selection for improved ALW, ALP/L, and
LV
When Glu-A1 allelic variations were
compared, the frequency of lines containing sub-unit 1 increased with
increasing ALW (indicated by the higher frequency classes) (Figure 4). In
contrast the 2* subunit was relatively evenly distributed across frequency
classes. A similar pattern appeared when the subunit combinations 2*, 7+9,
5+10 and 2*, 17+18, 5+10 were compared for ALW (Figure 5). The frequency
of genotypes containing 17+18 increased significantly with increasing ALW.
At the Glu-D1 locus there was a significant decrease in the frequency of
lines carrying subunit 2+12 with increasing ALW (Figure 6). The 5+10
subunit was evenly distributed across the frequency classes.
The effects of varying HMW-glutenin subunit
composition in this way upon ALP/L were considerably smaller (data not
shown). The Glu-A1 subunit 1 was more frequent with lower ALP/L (more
extensible doughs) as was Glu-B1 subunit 17+18. There was no significant
change in the frequency of Glu-D1 subunits with lower ALP/L. Similarly,
subunits 1, 17+18, and 5+10 were the primary influences on LV differences.
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Effects on grain
quality and yield of removing sub-optimal HMW glutenins from
populations already truncated for SDS/FP%
Grain quality improved when
genotypes containing either Glu-A1 subunits 2*or 0, Glu-B1
subunit 7+9, and Glu-D1 subunit 2+12 were removed. As the
ratio SDS/FP% gave the best resolution for the selection of grain
quality and grain yield, it was decided to study the removal of
genotypes carrying these sub-optimal HMW-glutenin subunits prior to
truncating the populations on the basis of SDS/FP%. The results
indicated that the probability of selecting genotypes with high ALW
and ALP/L remained high (Figure 7). However, removing genotypes
containing the 2*/0, 7+9, 2+12 combination lowered the capture of
lines yielding among the top 10% from 60% (Figure 3) to 40%. |
Discussion
The best resolution of selection for grain
quality and yield was obtained from the ratio SDS/FP%. This ratio is
weighted against genotypes producing high SDSs primarily on the basis of
their high FP%. As FP% is influenced more by environmental factors than
SDS, this ratio improved the heritability of selection. If the top 50% of
lines are retained on the basis of this ratio, then estimates of the
percentage of genotypes maintained with strong dough, good dough
extensibility, and high grain yield are better than those estimated for
SDS alone.
When lines carrying the sub-optimal band
combinations 2*, 7+9, and 2+12 are removed prior to selection using SDS/FP%,
there is a significant reduction in the number of high yielding genotypes
maintained in the top 10% of lines for grain yield. This reflects the high
yielding nature of many lines containing the 1B/1R translocation. Although
generally poorer in grain quality, a significant proportion of 1B/1R
carrying lines have good dough properties, as witnessed by the 20%
reduction in yield once the 2*, 7+9, and 2+12 combinations were removed
(Figures 3 and 7).
Published
on April
2001
August, 2004
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