L3 Quantitative genetics and linkage mapping Flashcards
QTL (quantitative trait loci) mapping
Combine quantitative genetic analysis with genome-wide mapping. Allows you to identify a number of gene regions (QTL), their effect size, and their type of action. More sophisticated analysis allows identification of epistasis and pleitropy.
Quantitative traits
Different from discrete phenotypes. Continuous variables (weight, height) a smooth distribution. Behavior, morphology, physiological processes, disease susceptibility, etc.
Causes of continuous distribution
- Several genes make up a trait: 2 genes, with each 2 alleles either 2 high (HH), 2 low (LL) or one of each (LH)
- large degree of environmental variation affects the trait: only one gene affects the trait, but the environmental variation smooths the distribution.
Identifying genetic architecture of quantitative traits
-Number of genes that are involved, their relative effect strength, their mode of action
- Two possible routes:
1. Top-down (forward) approach
2. Bottom-up (reverse) approach
Top-down approach
Statistical genetics: simply by measuring the phenotype and with knowledge of the pedigree, one can infer several facts.
Heritability
Breeding designs
-Parent/offspring correlation: Half-sib design, full-sib design (pedigree of half-sibs). Within versus between family variations is analyzed.
Statistical genetics
Study of genes or genetic markers, and their transmission from parent to offspring. Use of recombination to estimate genetic map and QTL location.
Statistical genomics
Unit of study in this instance is the base pairs that make up the gene and how these differ between individuals.
Genetic mapping
-Linkage overview- crossing over
- Genetic maps- historical overview
- Marker segregation
- Ordering markers on a map
- Map distances
Synthetic linkage
Genes that are physically close to one another on the chromosome (therefore these genes are linked). Genes that are further apart on a chromosome are unlinked. Linkage between two genes is defined as less than 50% recombination between them.
Crossing over
Recombination between genes ascertained due to crossing-over events. These occur during meiosis. Chromatids pair up and can then recombine.
Marker types
-SNPs- single nucleotide polymorphisms
-SSRs- simple sequence repeats- microsatellites
-RFLPs- restriction fragment length polymorphisms.