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Annotation
identifying functional parts of the genome and linking them to information regarding its function
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Challenges to annotation
Not all ORF encode exon, not all genes encode protein,
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4 omes
Transcriptome, transfactome, proteome, epigenome
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Transcriptome
concentration of all the transcripts present
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Transfactome
location of all transcription factors that bind the chromosome
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Epigenome
locations of all DNA modification (cytosine methylation)
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Proteome
concentration of all proteins present
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ChIP
Chromatin Immunoprecipation assay used for transfactome
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Alleles (genome definition)
versions of gene that vary in sequence and usually function
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Polymorphism
any sequence difference between individuals
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Quantitative Trait
large number of different alleles (trait varies continuously
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Qualitative Trait
limited number of phenotype classes (winkled vs smooth)
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Genetic causes of QT
- 1. multiple alleles at 1 locus affecting trait
- 2. multiple loci affecting trait
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Environmental causes of QT
in utero and after birth environment combined
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QTL
region of DNA linked to or containing QTG
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Why use inbred strains for identifying QTL in model organisms
- 1. Different inbred strains differ for many QT
- 2. Different inbred strains different @ many molecular polymorphisms throughout genome
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Steps in QTL identification
- 1. Use inbred strains for WT and QT phenotypes
- 2. Look for QT phenotype and SNPs at thousands of loci via whole genome sequencing
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Reasons why QT mutant might not follow QT trend
- 1. Recombination between marker and linked QTl
- 2. multiple QTLs and not just one that affect QT
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Steps to identifying QTG from QTL
- 1. Compare QTL sequences in affected and unaffected offspring
- 2. Then identify any significant alleles differences in region linked to polymorphism
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How to narrow QTL region
test panel of genome tagged strains (GTS) for trait. GTS have small regions where one strain is in the background of another
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Final step in QTG identification
Use reverse genetics to replace or knockout candidate gene (make transgenic mouse)
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GWAS step one
Check a lot of SNPs in a lot of individuals with/without trait to find certain SNPs that are associated with trait more often than random
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Advantages of GWAS
- 1. have smaller QTL because individuals are unrelatedĀ
- 2. can look directly at human QT disease rather than using MO
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GWAS disadvantages
- 1. most alleles are common and have slight effect on disease risk
- 2.identifying QTG from QTL is harder, and has to involve MO studies
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Population
any group of same species that inhabits defined area
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Population Genetics
Study of changes of allele frequency over time and their causes
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Allele (pop gen definition)
any genetic change between individuals whether functional or not
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HW Equilibrium
occurs when allele frequency doesn't change over time
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5 forces affecting allele frequency
- 1. mutations
- 2. gene flow and founder effect
- 3. non-random mating
- 4. random genetic drift
- 5. selection
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Mutations
- 1. source of new alleles but do not change frequency of existing alleles
- 2. have very low frequency depending on species
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Non-random mating
+ and - assortative mating, inbreeding, and population structure
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Random genetic drift
- random variations in allele frequency over generations. major effect is when low frequency allele drifts to 0 (fixed),
- Smaller populations drift more
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Selection
- increase or decrease allele frequency and/or allele variation
- occur if different alleles confer different fitness
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