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Introgressing multiple QTL in breeding programmes of limited size
N Piyasatian1, R L Fernando, J C M Dekkers
1Department of Animal Production Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand.
Summary
Marker-assisted introgression (MAI) can successfully introduce multiple quantitative trait loci (QTL) into a breed. This study shows effective allele introgression is achievable even with limited population sizes and selection strategies.
Area of Science:
- Animal Breeding and Genetics
- Quantitative Genetics
- Genomic Selection
Background:
- Marker-assisted introgression (MAI) is a valuable tool for genetic improvement in livestock and crops.
- Efficiently introgressing multiple quantitative trait loci (QTL) from a donor breed into a recipient breed, especially in small populations, presents challenges.
Purpose of the Study:
- To evaluate the feasibility of enriching a breed with favorable alleles from multiple unlinked QTL using MAI in small populations.
- To assess the impact of selection proportion, marker interval size, number of QTL, and QTL position uncertainty on introgression success.
Main Methods:
- Simulated marker-assisted introgression over five generations of backcrossing and five generations of intercrossing.
- Utilized informative flanking markers to select progeny with the highest expected number of donor QTL alleles.
- Analyzed the effects of varying selection fractions (5-20%), marker interval sizes (5-20 cM), and the number of introgressed QTL (three to five).
Main Results:
- Sufficient QTL frequencies (0.30-0.35) were maintained after five backcrossing generations, even with 20% selection and three QTL.
- Over 90% of individuals achieved homozygosity for all introgressed QTL after five intercrossing generations.
- Higher selection proportions and more QTL increased the number of intercrossing generations needed for fixation.
Conclusions:
- Marker-assisted introgression of multiple QTL is feasible in small populations without requiring all selected individuals to carry favorable alleles at every locus during backcrossing.
- The strategy allows for successful enrichment of breeds with desired genetic traits through targeted introgression.
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