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Short Film Got Lactase? The Co-evolution of Genes and Culture Student Handout DIETANDTHEEVOLUTIONOFSALIVARYAMYLASE INTRODUCTION Overthe200,000yearsorsothatmodernhumanshaveexisted,humanpopulationshaveadaptedtoawide rangeofenvironments,includingdifferentfoods.Theavailabilityofnewenergy-richfoodshasresultedin differentselectionpressuresaffectinghumanevolution.Forexample,whensomehumanpopulationsstarted consumingmilkasadults,theabilitytodigestlactose,thesugarinmilk,providedasurvivaladvantageto individualswiththetrait.Overtime,thelactose-tolerancetraitincreasedinfrequencyinsomehuman populations. Anotherexampleofanevolutionarilyimportantchangeindietwastheincreasedavailabilityofstarch-richfoods, beginningwiththeagriculturalrevolutionabout10,000yearsago.Oncestarch-richfoodsbecamecommon staplesinthehumandiet,peoplewhowereabletoeffectivelydigeststarchmayhavehadasurvivaladvantage. Starchisaplantpolysaccharidecomposedofmanybuildingblocksofglucose,whichisamonosaccharide.Starch cannotbedissolvedinwaterorinstomachacidsoanenzymeisneededtobreakitup.Starchdigestionbeginsin themouthwiththeenzymeamylase.Salivaryamylasebreaksthecovalentbondsbetweenglucoseunitsin starchbyaddingawatermolecule;thischemicalreactioniscalledhydrolysis.Thereactionproducesmaltose,a glucose-glucosedisaccharide.Maltoseisfurtherbrokendownintoglucoseinthesmallintestinebytheenzyme maltase. Figure1.Stepsincarbohydrate digestion.Carbohydrate digestionbeginsinthemouth, wheresalivaryα-amylase attackstheα-glycosidiclinkages instarch,themain carbohydrateingestedby humans,toproducemaltose. Theenzymeα-amylaseisalso producedinthepancreas (pancreaticα-amylase)and dispensedtothesmall intestine,whereitconvertsany remainingstarchmoleculesto maltose.Maltoseisthen cleavedintotwoglucose moleculesbymaltase. Monosaccharides,suchas glucose,areabsorbedthrough thewallofthesmallintestine intothebloodstream. PublishedOctober2013 www.BioInteractive.org UpdatedFebruary2017 Page1of7 Short Film Got Lactase? The Co-evolution of Genes and Culture Student Handout Inhumans,theAMY1geneonchromosome1producessalivaryamylase.Humansarediploidorganisms, meaningthat,exceptforthegenesontheXandYchromosomes,theyhavetwocopiesofmostgenes—one copyinheritedfromeachparent.However,geneticstudiesshowthatpeoplecanhaveanywherefromtwoto15 diploidcopiesoftheAMY1geneoneachchromosome1,suggestingthatthegenehasbeenduplicatedduring humanevolution.Whywouldthisbe? ResearcherGeorgePerryandhiscolleagueshypothesizedthatassomegroupsofpeoplestartedconsuming morestarch,individualswithmorecopiesoftheAMY1genewouldhavehadasurvivaladvantage.Itfollowsthat peoplelivinginpopulationswithstarch-richdietswouldhavemorecopiesoftheAMY1genethanpeoplein populationsthatdon’teatalotofstarch-richfoods(G.H.Perryetal.,NatureGenet.2007). QUESTIONS 1.Listtheenzymesinvolvedinstarchdigestion,wheretheywork,andwhattheydo. 2.Namethegenethatproducessalivaryamylase.Howmanycopiesofthegenedohumanshave? 3.Theresearchershypothesizedthatincreasedconsumptionofstarch-richfoodsduringhumanevolutionary historygaveindividualswithmultiplecopiesofthesalivaryamylasegenean“advantage.”Inthiscontext,what doesadvantagemean? Totesttheirhypothesis,PerryandcolleaguesanalyzedDNAcollectedfromtwogroups.Thefirstgroupconsisted ofpopulationsthathavehistoricallyconsumedadietrichinproteinandlowinstarch,suchashunter-gatherers livingintropicalrainforestsorneartheArcticCircle.Theothergroupconsistedofpopulationsfromagricultural societiesandhunter-gathererslivinginaridenvironments,whichtraditionallyeathigh-starchfoods.The researchersmeasuredthenumberofcopiesoftheAMY1geneinindividualsfromthesedifferentpopulations.In thisactivity,youwillanalyzesomeofthedatacollectedbyPerryandcolleagues. MATERIALS • • Scientificcalculatorand/oracomputerwithaspreadsheetprogramlikeExcel Graphpaper,pencils,andarulerifnotusingaspreadsheetprogram www.BioInteractive.org PublishedOctober2013 UpdatedFebruary2017 Page2of7 Short Film Got Lactase? The Co-evolution of Genes and Culture Student Handout PROCEDURE PartA.RelationshipBetweenAMY1CopyNumberandAmylaseProduction BeforelookingatAMY1copynumberindifferentpopulations,Perryandcolleaguesinvestigatedwhetherthe numberofcopiesoftheAMY1geneisassociatedwiththeamountofamylaseinsaliva.ThedatainTable1show thenumberofAMY1genecopiesindifferentindividualsandthemilligrams(mg)ofAMY1proteinpermilliliter (ml)ofsaliva.Thesemeasurementsweretakenin25adultAmericansofEuropeandescent.(Source:G.H.Perry etal.,NatureGenet.2007.) Table1.AMY1CopyNumberandAmylaseProductionAmongEuropean-AmericanPopulations Individual 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 NumberofAMY1Gene Copies 7 5 12 6 8 6 7 11 6 3 8 5 5 7 9 7 6 6 3 4 7 8 8 4 7 AMY1ProteininSaliva(mg/ml) 3.85 1.09 5.17 3.24 2.80 3.30 2.89 3.76 2.65 0.93 2.46 1.37 2.33 3.37 3.72 5.67 4.61 4.33 3.13 4.24 4.33 1.89 3.48 1.83 3.41 PublishedOctober2013 www.BioInteractive.org UpdatedFebruary2017 Page3of7 Short Film Got Lactase? The Co-evolution of Genes and Culture Student Handout 1.ThedatainTable1showthenumberofAMY1genecopiesandmilligramsofamylaseproteinpermilliliterof salivain25adults.Onaseparatesheetofpaper,constructandlabelagraphthatillustratestherelationship betweenthesetwomeasuredvariables.Includeatitleforyourgraphandlabelsforthex-andy-axes. 2.Fromthegraph,dothetwovariablesappeartobeassociated?Explainyouranswer. 3.Basedonthegraph,makeaclaimregardingthenumberofAMY1genecopiesandhowtheyrelatetothe concentrationofAMY1proteininsaliva.Explaintheclaimusingscientificreasoning. 4.Basedonyourclaim,suggestahypothesistoexplainwhymoreorfewercopiesofagenewouldaffectthe amountofproteinproduced. 5.SupposethatyouanalyzedthenumberofcopiesoftheAMY1geneintwoindividuals.IndividualAhasfour diploidcopiesoftheAMY1gene,andindividualBhaseightdiploidcopiesoftheAMY1gene.Canyousaywith certaintywhowillhavemoreamylaseenzymeintheirsaliva?Useevidencefromyourgraphand/orTable1to supportyouranswer. PublishedOctober2013 www.BioInteractive.org UpdatedFebruary2017 Page4of7 Short Film Got Lactase? The Co-evolution of Genes and Culture Student Handout PartB:RelationshipBetweenAMY1CopyNumberandDietaryStarch Table2showssomeofthedataPerryandcolleaguescollectedonAMY1genecopynumbersfromdifferent populations.Thefirstgroupofindividualsstudiedincluded11adultAmericansofEuropeandescent,sixHadza (Tanzania),andeightJapanese,allofwhomeatahigh-starchdiet.Thesecondgroupofindividualsstudied includednineBiaka(CentralAfricanRepublic),sixMbuti(DemocraticRepublicofCongo),eightYakut(Siberia), andtwoDatog(Tanzania),allofwhomeatalow-starchdiet.(Source:G.H.Perryetal.,NatureGenet.2007.) Table2.AMY1CopyNumberandDietaryStarchLevels High-StarchDietProfile Low-StarchDietProfile #ofAMY1 GeneCopies 4 8 11 6 5 6 6 15 8 8 7 15 5 7 6 3 7 10 6 6 5 6 5 6 7 Population European-American European-American European-American European-American European-American European-American European-American European-American European-American European-American European-American Hadza Hadza Hadza Hadza Hadza Hadza Japanese Japanese Japanese Japanese Japanese Japanese Japanese Japanese Population Biaka Biaka Biaka Biaka Biaka Biaka Biaka Biaka Biaka Mbuti Mbuti Mbuti Mbuti Mbuti Mbuti Yakut Yakut Yakut Yakut Yakut Yakut Yakut Yakut Datog Datog #ofAMY1 GeneCopies 8 4 2 5 4 4 6 7 4 4 7 4 4 5 4 9 4 5 5 9 10 8 5 2 8 1.ThedatainTable2representthenumberofAMY1genecopiesintwogroupswithdifferentdiets.Foreach diet-profilegroup(i.e.high-starchorlow-starch),determinethesamplesizeandthencalculatethemean, standarddeviation,and95%confidenceinterval.Enteryouranswersintheboxbelow. PublishedOctober2013 www.BioInteractive.org UpdatedFebruary2017 Page5of7 Short Film Got Lactase? The Co-evolution of Genes and Culture Student Handout Note:ThemeanyouwillcalculatebelowistheaveragenumberofAMY1genecopiesforthatgroupand providesanestimateoftheaveragegenecopynumberoftheentirehigh-starchorlow-starchdietpopulation. Toknowhowclosethissamplemeanistotheactualmeanofthewholepopulationyoucancalculatethe95% confidenceinterval.Basicallythe95%confidenceintervaltellsyouthattheactualpopulationmeanislikelytobe avaluewithinthatinterval.Theformulaprovidedbelowforcalculatingthe95%confidenceintervalisan approximationoftheactualformula.Youmayuseacalculatororspreadsheetprogramtocalculate95% confidenceintervals,whichwillgiveyouaslightlydifferentresult. High-StarchDietProfile Low-StarchDietProfile SampleSize(n) Mean(𝒙) StandardDeviation(s) 95%ConfidenceInterval 𝟐𝒔 𝒏 2. Onaseparatesheetofpaper,constructandlabelagraphthatsummarizesthedatainTable2.Include 95%confidenceintervalerrorbarsaswellasatitleforyourgraphandlabelsforthex-andy-axes. 3. Fromthegraph,howdothetwodietprofilescompare?Explainyouranswer. 4. Suggestascientifichypothesis(atestableexplanation)toexplainyouranswertoquestion3above. PublishedOctober2013 www.BioInteractive.org UpdatedFebruary2017 Page6of7 Short Film Got Lactase? The Co-evolution of Genes and Culture Student Handout MathExtensionforPartA(Optional) JustlookingandexploringthegraphallowedyoutomakeclaimsabouttherelationshipbetweenAMY1gene copynumberandsalivaryamylaseproduction.Statisticaltestsareusedtoprovidesupportingevidenceforthe claimbyestimatinguncertainty. 1.UsePearson’scorrelationcoefficientfromalinearregressiontesttotestthenullhypothesisthatthesetwo variableslistedinTable1arenotcorrelated(r=0).Whatdoyouconcludebasedonyourcalculations? 2.UseastatisticaltesttodeterminethestrengthofthecorrelationbetweenAMY1genecopynumberand salivaryamylaseproduction.Whatdoyouconcludebasedonyourcalculations? MathExtensionforPartB(Optional) Thegraphssuggestthatpopulationsthatconsumeahigh-starchdietandpopulationsonlow-starchdietshavea differentnumberofcopiesoftheAMY1gene. 1.Performat-testtofindoutwhetherthisdifferenceisrealandnotsimplyduetochance.Explainyourresults. 2.Basedonthedataandstatistics,makeaclaimregardingwhatmightexplainthedifferenceinAMY1copy numberbetweenthetwogroupsofpopulations. PublishedOctober2013 www.BioInteractive.org UpdatedFebruary2017 Page7of7