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Complex trait
A phenotype influenced by multiple genes AND environmental factors, showing continuous variation rather than discrete categories
Polygenic trait
A trait controlled by many genes each contributing a small effect to the overall phenotype
Single gene trait
A trait controlled by one gene that follows Mendelian inheritance and shows discrete phenotypic categories such as affected or unaffected
Continuous variation
The bell curve distribution of phenotypes seen in polygenic and complex traits with no sharp boundaries between categories
Discrete variation
The pattern seen in single gene Mendelian traits where individuals fall into distinct phenotypic categories with no intermediate forms
Regression to the mean
The tendency for offspring of extreme individuals to have phenotypes closer to the population average rather than more extreme
Bell curve distribution
The normal distribution shape seen in complex traits where most individuals cluster near the average and fewer appear at the extremes
Environmental effects on height
Factors including prenatal nutrition, childhood nutrition, illnesses, endocrine function, injury, medical treatments, and age that influence how tall a person grows
Genetic effects on height
Contributions from genes including growth hormone and its receptor, Noonan syndrome genes, Turner syndrome genes, Laron syndrome genes, vitamin D receptors, and at least 24 other genes with unknown functions
Mean
The average value of a phenotype in a population; the center of a bell curve
Variance
A statistical measure describing the spread or variability of phenotypes around the mean in a population
Heritability
A population statistic scored 0 to 1 describing what proportion of the variance in a phenotype can be attributed to genetic differences among individuals in that population
Heritability misinterpretation
The incorrect assumption that a heritability score predicts how much of an individual's trait is due to their own genes; heritability only describes population level variance
Heritability varies by population
The concept that a heritability score calculated in one population cannot be applied to a different population because gene frequencies and environmental conditions differ
Concordance
The proportion of twin pairs in which both twins share the same phenotype; used to measure genetic vs. environmental contributions to a trait
Monozygotic twins
Identical twins arising from one fertilized egg that splits; share essentially 100% of their genes and the same prenatal environment
Dizygotic twins
Fraternal twins arising from two separate fertilized eggs; share approximately 50% of their genes and the same prenatal environment
Twin concordance study
A research method comparing concordance rates between identical and fraternal twins to estimate the genetic contribution to a complex trait
Fully genetic trait twin study result
Produces near 100% concordance in identical twins and significantly lower concordance in fraternal twins such as ABO blood type with identical twins at 100% and fraternal twins at 66%
Fully environmental trait twin study result
Produces similar concordance scores in both identical and fraternal twins because genetics plays little to no role such as tattoos where identical twins score 34% and fraternal twins score 38%
Gene and environment trait twin study result
Produces higher concordance in identical than fraternal twins but the identical twin score is well below 100%, indicating both genetic and environmental influences such as cleft palate with identical twins at 40% and fraternal twins at 3 to 6%
Cleft palate concordance
Identical twins show 40% concordance and fraternal twins show 3 to 6% concordance, indicating a significant genetic component alongside environmental influence
Autism concordance
Identical twins show 90% concordance and fraternal twins show 4.5% concordance, indicating a very strong genetic component
Acne concordance
Both identical and fraternal twins show 14% concordance, indicating the trait is primarily environmentally determined
Hypertension concordance
Identical twins show 62% concordance and fraternal twins show 48% concordance, indicating both genetic and environmental contributions
Obesity twin study conclusion
Identical twins show consistently higher concordance than fraternal twins across all BMI thresholds, indicating a significant genetic component to obesity; the gap widens with age
LDLR gene
The gene encoding the low density lipoprotein receptor; loss of function alleles follow an autosomal recessive pattern and dramatically increase risk of early heart attacks; one of the most influential single genes affecting cardiovascular risk
Cardiovascular disease uncontrollable risk factors
Age, male sex, specific genes, homocysteine metabolism, and leukocyte adhesion
Cardiovascular disease controllable risk factors
Fatty diet, hypertension, smoking, high serum cholesterol, stress, diabetes, and lack of exercise
GWAS
Genome wide association studies; a method used to scan entire genomes across many individuals to identify candidate genes that each contribute a small amount to a complex trait
Pharmacogenetics
The field of testing individuals for genetic variants that affect how they metabolize drugs, enabling personalized medicine rather than population level prescribing
BiDil
A heart failure drug approved in 2005 for self identified Black patients; illustrates the danger of applying population level data to individuals since race is not genetic and individual drug response depends on personal genetic variants
Race and genetics
Race is not a genetic category; there is more genetic variation within racial groups than between them, and no genetic markers 100% accurately predict race
Population data limitation
Statistics describing populations such as heritability and mean group differences cannot be used to make predictions about specific individuals within that population
Height heritability
Approximately 76 to 90% of variation in height within a population is attributable to genetic differences depending on the population studied; this does not mean any individual's height is 80% determined by their genes