Introduction to Genetics and Genomics 1. Genes and Inheritance · Course Outline 1. Genes and...
Transcript of Introduction to Genetics and Genomics 1. Genes and Inheritance · Course Outline 1. Genes and...
Introduction to Genetics and Genomics
1. Genes and Inheritance
2016
[email protected]://www.cig.gatech.edu
Course Outline
1. Genes and Inheritance (GG)
2. Molecular Biology of the Genome (JL)
3. Association Studies (GG)
4. Population and Evolutionary Genetics (JL)
5. Evolution and Disease Risk (JL) / Precision Medicine (GG)
Genotype and Phenotype
Thegenotypeofanorganismisthesequence ofit’sgenes.
Thephenotypeofanorganismthewayitappears.
Ingeneral, genesarenotdeterministic. Genotypicvariationamongorganismsspecifies theinformation that,incombinationwiththeenvironment,influences thephenotype.
Pleiotropy refers totheabilityofsinglegenestoinfluencemultiplephenotypes.
Penetrance istheproportionofindividualswithagenotypewhohave thephenotype/disease.
Expressivity isthedegree /severityofthephenotype inaffected individuals.
Mendelian Genetics
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F0: Purebreedingparents
F1: Heterozygousoffspring
F2: Mendelain proportions ofHomozygotes+Heterozygotes
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CDCV: Common Disease / Common VariantTheproposition thatmostdisease susceptibilitycanbeattributedto10to20loci,eachofwhichexplainaround5%ofdisease risk.
RAME: Rare alleles of Major EffectTheproposition thatdiseases arehighlyheterogeneous, withhundredsorthousandsofraremutationscausingindividualcasesofdisease.
Infinitesimal:Theproposition thatweallcarrythousandsofveryweaksusceptibilityalleles,andthoseunluckyenough tohavetoomanyareathighestrisk,where rarevariantsorenvironmental triggerspushusover theedge.
3 Models of Complex Disease
Models of the Genetics of Complex Traits
Manolio etal(2009)Nature461:747-753
h2 =VG/VP whereVP =VG +VE
Thephenotypesmaybediscrete,suchasdiseasestatus;categorical,suchasnumberofdigits;orcontinuous,suchasheightorabiochemicalmeasure.
1.Heritabilityisnotastatementaboutindividuals.Aheritability of50%fordiabetesdoesnotimplythathalfthereasonwhysomeoneisdiabetic isgenetic,theotherhalfenvironmental.Rather,itsuggeststhattherewouldbehalfasmuchdiabetesinthepopulationifeveryonewasgenetically identical.
2.Heritabilityisonlyastatementaboutasinglepopulation.Aheritability of80%forheightdoesnotimplythatmostoftheaveragedifferenceinheightbetweenpopulationsisduetogeneticdifferences.Heritability estimatesaloneshouldnotbeusedtodrawinferencesaboutgeneticdivergencebetweengroups.
3.Heritabilityisnotthesameasinheritance.Inheritance isthecorrespondencebetweenchildrenandtheirbiologicalparents.Itcanbeduetoenvironmental,includingcultural,factorsthataresharedbyfamilymembers,ortoeffects.Theonlywaytoconfidentlyinterpretheritability istoactuallymeasurethegenotypiccontribution.
4.Verylowheritabilitydoesnotimplyverylittlegeneticcontribution.Itmayeitherbeduetorelativelyhighenvironmentalvariance (hence,alargedemominator VP),ortoanabsenceofvariance inthegenesthatcontribute.Manyimportantgenes,includingdrugtargets,arenotpolymorphicandwillonlybediscoveredthroughothertypesofapproachincludingmodelorganismresearch.
HeritabilityHeritabilityistheproportionofvarianceinapopulationthatcanbeattributedtogenotypicdifferences
Dominance ratio
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Number of “b” alleles
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a = 18-10 = 8
d = 16-10 = 6
Expected mid-value = (18+2)/2 = 10
VP = VA + VD + VI + VGxE + VE
• LociaresaidtohaveAdditive effectsifthecontributionsofeachindividualallelecansimplybeaddedalgebraicallytoarriveatapredictionofaphenotypegivenagenotype.
• Dominance referstotheobservationthatheterozygotesresembleoneclassofhomozygotesmorethantheother.
• Epistasis referstoalocus-by-locusInteraction,suchaswhenallelesattwolociantagonizeorsynergizewithoneanother.
• VE istheenvironmental variance
Broad Sense Heritability
VG =VA +VD+VI +VG×E
NarrowsenseheritabilityisonlytheadditivecomponentwhereasBroadsenseheritabilityincludesdominance,interactionandgenotype-by-environmenteffects.
Additive Multiplicative
Recessive Epistatic
From Mendelian to Quantitative genetics
Estimating Heritability
Twin Studies
Identical/Maternal
Tiki andRonde Barber
Dizygotic/Fraternal
JennaandBarbaraBush
rmz =A+C rdz =½A+C
A=AdditiveGenetic component; C=CommonEnvironment(smaller ifrearedapart)E=uniqueenvironment =1– rmz
rdz shouldbegreaterthanrsib sinceCislargerwherethewomb/upbringing isshared
Mendelian Pedigree Studies
Monogenic Disorders
Approximately1in3,700AmericanshaveCysticFibrosisAssumingp2 =0.00027,thenp =0.016,themutantallelefrequency
Thatis,1in30peoplearecarriers(whichis120timesasmanypeopleashaveCF),thatis,3%ofCaucasiansarecarriers,andlessthan0.03%sufferers.ItisverylikelythatsomeoneinthisclassisacarrierofaCFmutation
ACFcarrierhasa1in30chanceofmarryinganothercarrierbychance, and1in4oftheirchildrenwillbeexpected tohaveCF,andonlyhalfofall2-childfamilieswillhaveanaffectedchild
Therearehundredsofsimilarconditions(rarerecessiveswithp~0.01),soweareallcarriersformultipleMendeliandiseasegenes.Collectively,asmanyas1in25couplesshouldexpecttobedualcarriersforarecessiveMendeliandisorder,correspondingtoanapproximate1%affectedrateinallchildren
Around1in400childrenhaveaninheritedInbornErrorofMetabolism,namelyanenzymedeficiencyaffectingaminoacid,lipidorotherorganicmoleculebiosynthesis.Forexample:
- Phenylketonuria 1/15,000 mentalretardationsyndrome- Galactosemia 1/40,000 liverdysfunctionandcataracts- Gaucher ’s Disease 1/60,000 facialdysmorphology,liverdisease- Zellweger Syndrome 1/50,000 seizures,lowmuscletone- Lesch-Nyhan Syndrome 1/380,000 self-inflictedinjury,gout/kidneydisease
Online Mendelian Inheritance in Man (OMIM)
MeanLineviability0.90.951.0
Frequency
G0G30G60
Mutation Accumulation
Halligan andKeightley (2009)AnnuRevEcol Evol Syst.40:151-172
Ineachgeneration,slightlydeleterious mutations add~0.1%ofthestandingenvironmentalvariancetotheheritability oftraits,alsoreducingviability.
Multiplicative Rare Alleles of Major Effect
Assume thereare100mutations at1%frequency,eachofwhichincreases theriskofdisease 2.5-foldoverabaseline environmentalriskof1%.Whence0alleles haveariskof1%,1of2.5%,2of6%,3of15%,4of39%,5ormoreishighlypenetrant.
The Infinitesimal Model Triumphs – for now
The Complexity of Disease Risk
Themissingheritability problemisthatvariantsdiscoveredbyGWASonlyexplainaminorfractionoftheexpected heritability. Thismaybebecause:
- Theeffectsizesaremuchsmaller thanpreviouslythought(GRR1.1ratherthan2)- Narrowsense heritability hasbeenover-estimated inpedigree studies- Itisrare,notcommon,variants,thatcontributemostofthevariation- Epigenetic inheritance accountsformuchoftheresemblance amongrelatives- Broadsense heritability isprevalent,buthardtodetect- Genotypingchipsdonottagcausalvariantseffectivelyenough