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Quantitative trait
Trait influenced by many genes of small effect and environment
Mendelian trait
Discontinuous trait controlled by discrete alleles
Polygenic trait
Trait controlled by many loci with additive effects
Continuous variation
Trait values that can take any value between extremes
Meristic trait
Trait that varies in whole numbers
Threshold trait
Trait expressed only above a quantitative cutoff
Mid-parent value
Average phenotype of the two parents
Additive genetic variation (VA)
Genetic variance due to summed effects of alleles
Dominance variance (VD)
Genetic variance due to dominance interactions
Gene interaction variance (VI)
Genetic variance due to epistasis
Genetic variance (VG)
Total genetic contribution to phenotypic variance
Environmental variance (VE)
Variation caused by environmental differences
Gene-by-environment interaction (VGE)
Variation caused by genotype responding differently across environments
Phenotypic variance (VP)
Total variance; VP = VG + VE + VGE
Broad-sense heritability (H²)
Proportion of phenotypic variance due to total genetic variance (VG/VP)
Narrow-sense heritability (h²)
Proportion of phenotypic variance due to additive variance (VA/VP)
Why narrow-sense heritability matters
Predicts response to selection
Heritability equation
h² = VA / VP
Response to selection (R)
Change in trait mean after one generation of selection
Selection differential (S)
Difference between selected parents' mean and population mean
Breeder's equation
R = h²S
Correlated response to selection
Change in one trait due to selection on another trait
Genetic correlation
Correlation between traits due to pleiotropy
Frequency distribution
Graph showing variation of a trait in a population
Mean
Average value of a population
Variance
Measure of spread in a distribution
Standard deviation
Standardized measure of variation
Normal distribution
Symmetric distribution (≈66% ±1 SD; 95% ±2 SD)
Correlation coefficient (r)
Strength of association between two variables
Regression
Method to predict one variable from another
Quantitative trait locus (QTL)
Genomic region associated with variation in a quantitative trait
QTL mapping
Identifying genomic regions linked to trait variation using genetic markers
GWAS
Genome-wide association study using SNPs across populations
Allele frequency (pq)
Proportion of each allele in a population
Genotype frequency
Proportion of individuals with a genotype
f(A)
2AA + Aa / 2N
f(a)
2aa + Aa / 2N
Hardy-Weinberg equilibrium
Condition where allele and genotype frequencies remain constant
Hardy-Weinberg assumptions
Random mating, no selection, no mutation, no migration, large population
Hardy-Weinberg equation
p² + 2pq + q² = 1
Chi-square test
Statistical test comparing observed vs expected genotype frequencies
Degrees of freedom (H-W test)
Number of genotypic classes minus number of alleles
Non-random mating
Mating that alters genotype frequencies
Assortative mating
Preference for similar phenotypes
Disassortative mating
Preference for different phenotypes
Inbreeding
Mating between relatives
Coefficient of inbreeding (F)
Probability alleles are identical by descent
Effect of inbreeding
Decreases heterozygotes; increases homozygotes
Inbreeding does NOT change
Allele frequencies
Inbreeding depression
Reduced fitness due to increased expression of deleterious recessives
Natural selection
Differential reproductive success changing allele frequencies
Fitness (W)
Relative reproductive success of a genotype
Selection coefficient (s)
s = 1 − W
Directional selection
Selection favoring one extreme phenotype
Stabilizing selection
Selection favoring heterozygotes/intermediate phenotype
Disruptive selection
Selection against heterozygotes
Overdominance
Heterozygote has highest fitness (stable equilibrium)
Underdominance
Heterozygote has lowest fitness (unstable equilibrium)
Genetic drift
Random change in allele frequencies due to small population size
Founder effect
Drift due to small group starting new population
Bottleneck effect
Drift due to sharp reduction in population size
Migration (gene flow)
Movement of alleles between populations
Effect of migration
Reduces population differences; increases within-population variation
Mutation (μ)
Introduction of new alleles at low rate
Mutation direction
Random
Mutation equation
Dq = μp
Role of mutation
Source of new variation; weak force on allele frequencies
Cancer
Disease caused by failure of cell cycle regulation
G1 phase
Cell growth phase before DNA replication
S phase
DNA synthesis phase
G2 phase
Preparation for mitosis
Cell cycle checkpoints
Regulatory control points in cell division
Cyclins
Regulatory proteins controlling cell cycle timing
CDKs
Enzymes activated by cyclins to advance cell cycle
Proto-oncogene
Normal gene promoting cell division
Oncogene
Mutated gain-of-function proto-oncogene
Tumor suppressor gene
Gene that inhibits cell division
Loss-of-function mutation in tumor suppressor
Removes cell cycle inhibition
Metastasis
Spread of cancer cells to other tissues
Benign tumor
Non-invasive tumor
Malignant tumor
Invasive cancer
Apoptosis
Programmed cell death
Hardy-Weinberg equilibrium application
If p and q are known, expected genotype frequencies are p², 2pq, and q²
How to find allele frequencies from genotype counts
p = (2AA + Aa) / 2N and q = (2aa + Aa) / 2N
How to find genotype frequencies from allele frequencies
Use p² + 2pq + q²
If a population has q = 0.6 under H-W
frequency of AA, p = 0.4 so AA = p² = 0.16
If a population has q = 0.6
frequency of carriers, 2pq = 2(0.4)(0.6) = 0.48
Interpreting excess heterozygotes in H-W test
Suggests balancing selection or heterozygote advantage
Interpreting excess homozygotes in H-W test
Suggests inbreeding, assortative mating, or population structure
Steps in a chi-square H-W test
Calculate p and q, compute expected p²/2pq/q², calculate χ², compare to critical value
If χ² > critical value
Reject null hypothesis of Hardy-Weinberg equilibrium
Degrees of freedom in H-W test
Number of genotypic classes − number of alleles
Breeder's equation application
Predict response to selection using R = h²S
If h² = 0
response to selection, No evolutionary response
If h² is high
response to selection, Strong evolutionary change possible
If selection differential is large
Evolutionary response increases proportionally
Inbreeding effect on genotype frequencies
Increases AA and aa; decreases Aa
Effect of inbreeding on allele frequencies
No change
If F increases
heterozygosity, Decreases
If F = 0
mating system, Random mating