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Published byAugustine Crawford Modified over 9 years ago
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Quantitative Genetics
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Continuous phenotypic variation within populations- not discrete characters Phenotypic variation due to both genetic and environmental factors
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Quantitative traits are described by a frequency distribution Figure 18-3b
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The distribution of a trait is composed of the distributions of the different genotypes Figure 18-16
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A norm of reaction is the relation between environment and phenotype Figure 18-6
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Crosses are performed to test for heritability Figure 18-11
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Quantitative Trait Loci (QTL): the specific loci whose allelic differences are responsible for the genetic variation in a quantitative trait (e.g. total sleep time) Note: QTL does not refer to the sum total of all loci that influence a particular trait, only those loci that are functionally polymorphic (with respect to the trait of interest in a given environment) between the parental strains or within the population. In mice, Mutagenesis and engineered KOs can artificially alter any gene, however, “natural” polymorphisms can represent more subtle variations.
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Selection altered bristle number Figure 18-14
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Selection increased egg production Figure 18-15
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An experimental protocol for localizing genes Figure 18-17
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Only a small percentage of character difference is associated with any one DNA marker Figure 18-18
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QTL Mapping QTL mapping: identification of chromosomal regions containing gene(s) that correlate with measured phenotypes Different methods –Single-marker analysis: compares phenotypic means of different marker genotypes –Interval mapping: estimates position of QTL between two markers using maximum likelihood (compares null hypothesis of no QTL vs. a QTL between the markers). –Composite Interval mapping: IM and multiple regression –Multiple QTL models QTL present when LOD score exceeds critical threshold –LOD = Log of the Odds = log 10 (H1/H0) –often for single locus analysis, 3.0 is significant and 2.0 is suggestive depending on sample size, number of markers, and other variables.
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Crosses are performed to test for heritability Figure 18-11
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Generating the Backcross Cast/EiJ x C57BL/6J F1 x Cast/EiJ BC1s Backcross progeny have on average: 75% CE, 25% B6 alleles 50% C/C, 50% C/B genotypes for all loci C57BL/6J (B6) Cast/EiJ (CE)
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Some types of detectable variation RFLPs (Restriction fragment length polymorphisms) VNTRs (Variable nucleotide tandem repeats) = minisatellites Microsatellites SNPs (Single nucleotide polymorphisms)
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LOD Scores Null hypothesis: assume no linkage. Alternative hypothesis: assume the disease (or phenotype) and the marker locus are linked.
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Mice have 20 chromosomes
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Generating the Backcross Cast/EiJ x C57BL/6J F1 x Cast/EiJ BC1s C57BL/6J (B6) Cast/EiJ (CE) # Scored: (21/20) (16) (224)
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CE B6 CE/B6 F2 lines CE B6
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Genetic Map of Markers used in Analysis
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