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    Badluckandcancerdidthemediagetitwrong?

    January2,2015

    AndrewMaynard

    Thechancesarethat,ifyoufollownewsarticlesaboutcancer,youllhavecomeacrossheadlineslikeMostCancersCausedByBadLuck(TheDailyBeast)orTwothirdsofcancersareduetobadluck,studyfinds(CBSNews).ThestorybasedonresearchoutofJohnsHopkinsUniversityhasgrabbedwidespreadmediaattention.Butitsalsoraisedtheireofsciencecommunicatorswhothinkthattheheadlinesandstoriesare,inthewordsofacoupleofwriters,justbollocks.

    Withallthecoverageofthepaper,andthesubsequentcoverageofthecoverage,Iwasinterestedinjusthowoffbasethenewsarticleswere,andtowhatextentthiswasdowntolazyreporting.

    ThepaperinquestionisVariationincancerriskamongtissuescanbeexplainedbythenumberofstemcelldivisionsbyCristianTomasettiandBertVogelstein,publishedthismonthinthejournalScience.Attheheartofthepapertheauthorslookathowstemcelldivisionsindifferenttissuescorrelatewithlifetimeriskofdevelopingcancerinthosetissues.Thestudyshowsaclearcorrelationwiththecancertypesconsideredthefasterthestemcellsdivideinaparticulartissue,thegreaterthechanceofdevelopingcancerinthattissue.

    Thetworesearchersthenteaseoutthedegreethattheythinkrandomgeneticmutations,asopposedtoenvironmentalandlifestylefactors,influencecancerrisk.Theyconcludethat,outof31cancertypesconsidered,22wereprimarilyassociatedwithrandomgeneticmutations(theycalledtheseRtumorstheRstandingforrandom),andninewereassociatedwithenvironmentalfactorsontopoftheserandommutations(deterministictumors,orDtumors).

    Intheauthorswords,

    WerefertotumorswithrelativelylowERS[extrariskscore]asRtumors(RforreplicativegreenclusterinFig.2)becausestochasticfactors,presumablyrelatedtoerrorsduringDNAreplication,moststronglyappeartoaffecttheirrisk.

    Inotherwords,outofthe31cancertypesstudied,theauthorsanalysisshowedthat70%ofthemjustovertwothirdswerepredominantly

    2020SCIENCEABOUTAndrewMaynardisaProfessorofEnvironmentalHealthSciencesattheUniversityofMichigan,anddirectstheUMRiskScienceCenter.Hisinterestsfocusoneffectivesciencecommunicationtheresponsibledevelopmentanduseofemergingtechnologiesmostnotablynanotechnologyandsyntheticbiologyandhowunderstandingriskcanhelpinformsmartdecisions.

    AswellaswritingaregularcolumnforthejournalNatureNanotechnology,Andrewpostsregularlyonhispersonalblog"2020Science",[email protected](andhopefullyentertaining)educationalvideosonunderstandinghealthrisksontheYouTubechannelRiskBites

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  • determinedbyrandommutationsandnotenvironmentalfactorswhattheauthorsterminthepaperasbadluck.

    Theinferencethatmanycancersandevencancertypescannoteasilybepreventedbyreducingenvironmentalexposuresorchanginglifestyles,provedtobeamediamagnet.Headlinesresultedalongthelinesof

    CancerIsMoreBadLuckThanBadBehavior,StudySays(Bloomberg)

    TwoThirdsofCancerCasesAreSimplyDowntoBadLuck(Gizmodo)

    Twothirdsofadultcancerslargelydowntobadluckratherthangenes(TheGuardian)

    Mostcancertypesjustbadluck'(BBCNews)

    Mostcancercasesduetobadluck'(DailyMail)

    Andsomecommentatorswerentamused.

    MichaelHeadforinstancetweeted

    No, media, twothirds of #cancers are not 'due to bad luck'. Crap reporting. Again. statsguy.co.uk/aretwothirds9:50 AM 2 Jan 2015

    Michael Head @michaelghead

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    Inresponsetomanyoftheheadlinesandarticles,AdamJacobs(linkedtointhetweetabove)wroteonhisblogTheStatsGuy

    ApaperpublishedinSciencehasbeenwidelyreportedinthemediatoday.Accordingtomediareports,suchasthisone,thepapershowedthattwothirdsofcancersaresimplyduetobadluck,andonlyonethirdareduetoenvironmental,lifestyle,orgeneticriskfactors.

    Thepapershowsnosuchthing,ofcourse.

    concludingwith

    Weknowthatlifestyleishugelyimportantnotonlyforcancer,butformanyotherdiseasesaswell.Forthemediatoclaimthatlifestyleisntimportant,basedonamisunderstandingofwhattheresearchshows,ishighlyirresponsible.

    OveratTheGuardian,themediaquestioningwastakenupbyBobOHaraandGrrlScientistundertheheadlineBadluck,badjournalismandcancerrates.Notpullingtheirpunches,theywrote:

    Thebigscience/healthnewsstorythisweekisaboutcancerrates,withnewsoutletssplashingheadlineslikeTwothirdsofadultcancerslargelydowntobadluckratherthangenes(forexample,here)orMostcancertypesjustbadluck(here).(Imnoteven

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  • goingtolooktoseewhattheDailyMailhastosayaboutthis.)Buttheseheadlines,andthestories,arejustbollocks.Thework,whichisveryinteresting,showednosuchthing.

    Atthispointmycuriositywaspiqued(eggedonmysciencebloggerslikeEdYongwhosimilarlyquestionedthemediacoverage).Wasthisjustaparticularlyegregiouscaseofwidespreadlazyjournalism,ordidthestorieshaveacommonroot?

    Readingtheoriginalpaper,theauthorswereclearlybuildingacaseforthemajorityofthecancerstheystudiedhavingpredominantlyrandomorigins.Thisisparticularlyclearinfigure2inthepaper(seebelow)wheretheyclustercancersintorandomversusdeterministictypes.Butthelanguageisstillsomewhatcautiousinthepaper.

    Figure2fromTomasettiandVogelstein(2015).Cancertypesareclusteredbythosewherestochastic(replicative)factorsdominate(green),versusthosewhereenvironmentaland

    inheritedfactorsaresubstantial(blue).ERStheadjustedriskscoreistheproductofthelifetimeriskandthetotalnumberof

    stemcelldivisions(log10values).Fromthepaper:TheadjustedERS(aERS)isindicatednexttothenameofeach

    cancertype.Rtumors(green)havenegativeaERSandappeartobemainlyduetostochasticeffectsassociatedwithDNA

    replicationofthetissuesstemcells,whereasDtumors(blue)havepositiveaERS.Importantly,althoughtheaERSwas

    calculatedwithoutanyknowledgeoftheinfluenceofenvironmentalorinheritedfactors,tumorswithhighaERS

    provedtobepreciselythoseknowntobeassociatedwiththesefactors.

    TheassociatedpressreleasefromJohnsHopkinsUniversityismoredirect.UndertheheadlineBadLuckofRandomMutationsPlaysPredominantRoleinCancer,StudyShows,thepressreleasestates

    By[theauthors]measure,twothirdsofadultcancerincidenceacrosstissuescanbeexplainedprimarilybybadluck,

    Atthispoint,thepressreleaseisreferringtotherolethatrandomeventsplayindeterminingwhetheracancerwilldevelop.Asthereleaseclarifies,

    Usingstatisticaltheory,thepaircalculatedhowmuchofthevariationincancerriskcanbeexplainedbythenumberofstemcelldivisions,whichis0.804squared,or,inpercentageform,approximately65percent.

    Inotherwords,theyconcludethatrandomgeneticmutationbadluckasstemcellsdivideisanimportantfactorunderlyingthenumbersof

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  • cancercasesobservedandasaresultthelifetimeriskofdevelopingcancer.

    Thereleasegoesontonote:

    Finally,theresearchduoclassifiedthetypesofcancerstheystudiedintotwogroups.Theystatisticallycalculatedwhichcancertypeshadanincidencepredictedbythenumberofstemcelldivisionsandwhichhadhigherincidence.Theyfoundthat22cancertypescouldbelargelyexplainedbythebadluckfactorofrandomDNAmutationsduringcelldivision.Theotherninecancertypeshadincidenceshigherthanpredictedbybadluckandwerepresumablyduetoacombinationofbadluckplusenvironmentalorinheritedfactors.

    Thisdirectlymirrorsthefindingspresentedinthepaperthatofthecancersstudied,70%werelargelyexplainablebyrandommutationsduringcelldivision.

    Comparingthistotheheadlinesabove,themediaarticles,releaseandpaperalignsurprisinglywell.Badluckistheauthorsphrase,andtheydoemphasizethedominanceofrandomgeneticeventsinthemajorityofcancers,andcancercases.

    Inthisrespect,itshardtobetootoughononthemediacoveragesure,someofthestatsmayhavegotalittletwisted,butthedominantmessageseemstohaveitsrootsinthepaperandtheinstitutional(andauthorsanctioned)pressrelease.

    Soisthereaproblemhere,orhavethemediaactuallydonegood,contrarytoperceptionsfromsomequarters?

    Frommyreadingofthepaper,thepressreleaseandthemediacoverage,thisisntasstraightforwardasitmightseem.Certainly,itseemsthatmanyreportersmadeanhonestefforttofaithfullyrepresentwhattheauthorsweresaying.Andyet,sciencereportingismorethanjustreportingthefactsitsalsocontextualizingthosefactsinawaythatisusefultoreadersandsocietymoregenerally.

    GoingbacktoAdamJacobspiece,itsworthrepeatinghisconclusion:

    Weknowthatlifestyleishugelyimportantnotonlyforcancer,butformanyotherdiseasesaswell.Forthemediatoclaimthatlifestyleisntimportant,basedonamisunderstandingofwhattheresearchshows,ishighlyirresponsible.

    Ifyoutakethestanceashedoesthatenvironmentalandlifestylefactorsarecriticaltodetermininggoodandbadhealth(andasapublichealthprofessor,itsastanceIamprofessionallyexpectedtotake),newsarticlesthatimplywedontneedtoworrysomuchaboutthepollutionweemit,thechemicalsweexposepeopletoorthewayweliveourlives,canbeseenashighlyirresponsibleunlessbackedupbyrocksolidevidence.Theyopenthedoortoanabdicationofresponsibilitywhenitcomestoenvironmentalhealth.Whyspendafortuneonpreventingenvironmentalemissionswhentheydontmatter?Whyundergocripplinglyexpensiveproductsafetytestingifingredientsdontreallycausecancer?Whysupportinconvenientregulatoryagenciesifalltheydoiscripplecommercewithoutpreventingcancerandotherdiseases?

    Thisisavalidfear,backedupbyalonghistoryofenvironmentalhealthdisasters.Anditsafearthatrequiresresearchersandresearchinstitutionstotakeatleastsomeresponsibilityforhowtheypitchand

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  • promotetheirwork.

    Inthecaseofthispaper,itshardtoseeclearevidenceofbadreporting.Thereisalackofbalanceandcontextualizationthoughthat,itseems,hasitsrootsintheoriginalpaper.

    Thisisnotacriticismofthepaper.Butitsveryeasyforthesignificanceofresearchthatbeginstochallengethestatusquotobeinappropriatelyamplifiedinthemedia.AsInotedinarecentarticleinNaturenanotechnology,

    whensurprisingnewinsightsemergeonpossiblematerialhealthrisks,wheredoestheresponsibilitylieforensuringthatnewresearchisconductedonmaterialsafety,withoutthisresearchinfluencingconsumersandregulatorsbeforethereisplausiblejustificationforaction?Ortoputitmoresuccinctly,howcanweencourageexploratoryriskresearchwithoutitprematurelyimpactingconsumerandregulatorydecisions?

    Thisreferstoresearchonengineerednanomaterials,butthepointisjustasrelevanthere:itsextremelyeasyforexploratoryresearchtotakeontheauraofauthoritative,actionableknowledgethroughthelensofthemedia.

    Sowheredoesresponsibilitytotempersuchamplificationlie?Clearlythereneedstoberesponsiblereportingateverypointinthecommunicationchain.Butbytheverynatureofamplification,careisneededatthesourceofastorytohelpensurethatthefinalreportingisbothaccurateandresponsible(anissueIlookatmorecloselyhere)

    Inthiscase,itwasperhapsinevitablethatresearchindicatingenvironmentalfactorsmaynotbeasimportantaspreviouslythoughtincausingcancerwouldleadtojustbadluckheadlines.Butthoseheadlinesdrawexplicitlyonthelanguageusedinthepaperandthepressrelease.

    Wouldthemediacoveragehavebeendifferentiftheworkwaspitcheddifferently?ItshardtotellbutinthisinstanceIdcertainlybehesitanttoputalltheblameonbadjournalism.

    Paper:Variationincancerriskamongtissuescanbeexplainedbythenumberofstemcelldivisions(2015)CristianTomasettiandBertVogelstein.Science,Vol.347no.6217pp.7881DOI:10.1126/science.126082

    UpdatedJanuary4toincludeFigure2fromTomasettiandVogelstein(2015)

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  • 38comments Taggedwith:badluck,Cancer,Environment,Media,reporting in2020Science,Chemicals,EnvironmentalHealth

    Timberati /January2,2015at7:19pm

    Thanks,Andrew.ThereportIsawintheDailybeastthismorningsaidtheauthorshadalargecaveatforsmokinganditslinktolungcancer.

    So,recognizingthisissomethingofaoneoff,theauthorsseemtosaythatwhileenvironmentalfactorshaveanaffect,thesemaybeonlyonethirdoftherisk?

    AndrewMaynard /January2,2015at8:25pm

    Yestheyclearlysaythatinsomecasesenvironmentalfactorsareimportantthesearethecancerswheretheirbadluckpredictionsdonthold.

    DavidColquhoun /January3,2015at5:31am

    Ifearthattheinternetattackdogswentforthewrongvictiminthiscase.Thepaperaddsweighttosimilarestimatesforthecontributionofchancethathavebeenaroundforyears,butwhichtheauthorsofalltheattacksseemtobeunaware.PleasereadGeorgeDaveySmithsexcellentJohnSnowlectureforagoodsummary.

    Imbaffledbytheindignationengenderedbysuggestionthatchanceplaysabigpartinyourfate.Lifeisstochastic,toquitealargeextent.Ontwitter,AliceRobertsmadeaninterestinganalogy.

    ProfAliceRoberts@DrAliceRoberts@david_colquhounImstruckbysimilarityinresistancetoacceptingroleofchanceinourindividuallives&healthandinevolution

    Itsoddthatthesceptics,inthiscase,arebehavingabitlikecreationists,orthosewhobelievethatitsyourownfaultifyougetill.

    AndrewMaynard /January3,2015at5:56am

    ThanksforthecommentsDavidamincludingthelinktoGeorgeDaveySmithspaper:http://www.dcscience.net/DaveySmith2011.pdf

    Beyondquestionsofblamehere,therearetwodeeplyrootednarrativesthathavebeentouchedinthisdialogue:

    1.Badcompanies,badpeopleandbadactionscausecancerand2.Themediacynicallysensationalizeandmisreportscience

    Isuspectthat,becauseofthis,thecoveragehasraisedirebecauseitseemstochallenge#1andseemstosupport#2.Andwhatwegetasaresultisadiscussionaboutdogmas,notdata.

    Comments(38)

  • DavidColquhoun /January3,2015at6:14am

    Themediacynicallysensationalizeandmisreportscience

    WhilenottryingtoexoneratetheDailyMailfrommisreportingscience,Ifearthatthetruthisworsethanthat.Inmanycases,itisthepressreleasefromthejournal,orfromtheuniversityPRdepartmentthatsensationalisesthescience(andsincetheauthorswillnormallyapprovethesereleases,theymustacceptsomeoftheblame).Ihavegivenseveralexamplese.g.athttp://www.dcscience.net/2014/11/02/twomorecasesofhypeinglamourjournalsmagnetscocoaandmemory/

    Inthisparticularcase,though,Imontheotherside.IwasastonishedwhenAdamJacobsmadetheassertionWeknowthatlifestyleishugelyimportantnotonlyforcancerbecausethatispreciselywhatwedontknow(andIwaspleasedtogetthesupportoftheoncologistandskeptic,DavidGorski,onthat).Inordertojustifythisclaim,hechoseoneofthepapersthatIdpreviouslysingledoutasbeingoneofthemostghastlyhypeddietpapersIdencountered.Seethediscussionathttp://www.statsguy.co.uk/aretwothirdsofcancersreallyduetobadluck/

    michaelkenward /January3,2015at11:43am

    ThankyouDavidColquhounforcommentingfromthesanersideofthisfeedingfrenzy.

    ThefirstattackonthemediathatIsawcamefromsomeonewhodidnotevenbothertotelltheirreadersthatmuchofthehypeandoverstatementtheycomplainedofinthemediacoverageofthispaperwasinthepressreleasethatheraldedthepublicationinthejournalScience,itselfapowerfulPRmachine.Asyousaid,itishighlyunlikelythatthispressreleasegotoutwithoutresearcherclearance.

    EventheabstractinSciencecontainedsomeofthecrimesagainsthumanitythatsoupsettherabidhordes.No,theevilscribblersdidnotsuddenlyconjureupthebadluckbit.

    Itisinterestingthatmanyofthescientificexpertswhoweighedinfailedtodowhattheydemandofjournalists,digabitdeeperandfindtheevidencetosupportyourstory.IwonderhowmanyofthecriticsdidwhatIdidwhenafirstsawtheircomplaints,whichwastorushofftothesourceofthestorytoseewhatithadsaid.Thatimmediatelytoldmethatmanyflawsinthereportingowedmoretothesourcesthantothejournalists.

    Butwhybothertodiluteyourbilewithfactswhenitismuchmoreconvenienttohammerawaywiththesametiredoldmediadoesntgetscienceline?Whynotbehavejustliketherightlyloathedand,assomeoneelsehassaid,possiblycarcinogenic,DailyMail,andwritesomethingthatfitsyourownagendaratherthanthefacts?

    Icantbebotheredtoploughthroughallthetoshoutthereonthisone,soIhavenotfoundoutifthereareanycommentsaboutthepeerreviewofthepaper,inparticular,ofthestatisticalanalysis.GivendodgystatisticsisuptherewithplagiarismandcookedupdatawhenitcomestoretractedpapersIjustmadeupthatstatisticitisabitrichtocriticisejournalists,assomeofthecommentshave,fornotbeingexpertsinstatistics.

    Therearemanystoriesouttherewherejournalistsdogetthingswrong.Byconstantly

  • gunningforstoriesthatowemuchtothetenoroftheoriginalmaterial,thetwitterlooniesfallintothecryingwolfcamp.

    Now,hadtheycriticisedthemediaforchurnalism,parrotinggarbagefedtothembyaPRmachine,Imighthavejoinedinthefunandgames.

    Timberati /January3,2015at10:24am

    Iwontbeabletosaythisquiteright,statistically,butthisrandomnessisthen(partof)thereasonwhycancersshowuplaterinlife.Yes?Morethrowsofthedice,sotospeak.

    AndrewMaynard /January3,2015at10:26am

    Thiswouldmakesenseiftheprobabilityofgeneticmutationscorrelateswithcelldivisionsthemoredivisioncycles,thegreaterthecumulativechanceofaharmfulmutationoccurring

    KatherineK.Moore /January3,2015at2:47pm

    whatIfindinterestingishowpeoplerespondtocancernews,asthoughthatistheONLYbadnewsthatoccursinhealthcare?Manypeople,includingmanymanyhealthcareprovidersconsidercancertojustbetheworst,butreallymostchronicdegenerativediseasesareprettyawfulandmostofthemappeartobeduetorandomluckaswellIsupposeitcomesdowntowewillalldieofsomething.

    KatherineK.Moore /January3,2015at2:48pm

    butnoonewantstobelievethat.

    BradleyJ.Fikes /January3,2015at3:59pm

    HiAndrew,

    Imoneofthereporterswhowroteaboutthestory.Thankyouforanevenhandedlookatthestudy,thepressrelease,andmediareports.OneobservationIdaddisthattheimpendingNewYearsholidayprobablymadeithardtogetindependentevaluations.(Itcertainlydidinmycase,althoughIeventuallysucceeded).

    AdamJacobsmadeamisleadingstatementabouttherandommutationriskhypothesisaspresentedinthestudy:

    Theproblemisthatitappliesonlytoexplainingthevariationincancerriskfromonetissuetoanother.Ittellsusnothingabouthowmuchoftheriskwithinagiventissueisduetomodifiablefactors.Youcouldpotentiallyseeexactlythesameresultswhethereachspecifictypeofcancerstruckcompletelyatrandomorwhethereachspecifictypewerehugelyinfluencedbyenvironmentalriskfactors.

    Buttheauthorsaddressedthispoint,throughtheERSmethodyouquotedabove.MaybetheERSmethodisflawed,butJacobsblogpostdoesntevenacknowledgeitsexistence,

  • letaloneattempttorefuteit.

    Themediareportsusuallystressedthatevenaonethirdriskfromenvironmentalfactorsisstillsignificant.SoJacobsclosingline:Forthemediatoclaimthatlifestyleisntimportant,basedonamisunderstandingofwhattheresearchshows,ishighlyirresponsible,issimplyfalse.EvenJacobslinktotheIndependentarticleonthestudybeliesthatstatement.

    Best,

    Bradley

    DavidColquhoun /January3,2015at7:27pm

    Thankstoyou,andtoMichaelKenwardfordefusingsomeofthehysteria.Ihaventseenyourreport,butitsoundsfromyourcommentthatyouvedelveddeeperthanmanyofthecritics.

    Imquitebaffledaboutwhythereshouldbesuchastrongreactionagainsttheideathatchanceplaysasubstantialroleinyourfate.That,afterall,ishowevolutionworks.AndtheideawasformulatedquiteclearlybynoneotherthanRichardPetoin1977.

    BradleyJ.Fikes /January3,2015at8:10pm

    Ithinkthereactionstemsfromafearthatthepublicwillbehaveirresponsiblyiftoldchanceplaysapredominantroleincancer.Whilethatmayormaynotbetrue,itsaseparateissuethanthestudysscientificvalidity.Justbecauseascientistpersonallydislikeshowastudymaybeinterpretedisnotanargumentagainstitsaccuracy.

    ThestudyitselfincludesstatementslikeThus,thestochasticeffectsofDNAreplicationappeartobethemajorcontributortocancerinhumans.Thatdoesntsay2/3ofallcancerscomefromrandommutation,ofcourse.Idliketoseethatquestionspecificallytackled,usingthestudydata,togettheproportionmorepreciselyquantified.Whilethepressreleasedidgivethe2/3numberasapplyingtoallcancers,Irecognizethatsnoexcuse.

    PZMyersgaveathoughtfullookathowthestudycanbeusedtoimprovecancerpreventionandcare:j.mp/pzmyerscancer

    AndrewMaynard /January4,2015at3:35pm

    ThanksBradleyfrommyexperienceitshardtogettimelyacademicinput/commentatthebestoftimescantimaginetheadditionalchallengesoftryingoveraholidayperiod!

  • MichaelKenward /January4,2015at8:17pm

    Indeed.Notrelatedtothisparticularsaga,Ihaveknownresearcherstoputoutapressreleaseandthentodisappearforalongvacationwithoutleavingcontactdetails.Dothatandyouhavenogroundstocomplainaboutsloppycoverage.

    InoticedthatoneofthemorethoroughjournalisticarticlesonthepaperappearedinScienceitself.Iassumethatthewriterhadearlieraccesstothepaperthanlessermortals.

    Pingback:Cancer:justbadluck?|AMSNewcastle

    Jy /January3,2015at10:01pm

    Makesmewonderiftheyeverevaluatedstochasticratesofcellmutationastheresponsevariableandtheenvironmentalvariablesasthecovariatesintheirregression.Inotherwords,whatpercentofthislabelledbadluckisexplainedbyenvironmentalvariables?Aretheseseeminglyrandommutationsperhapsdependent,toahighextent,onenvironmentalvariables?

    LDP /January5,2015at1:26am

    Iwaswonderingmuchthesamething.Dotheydeterminerandomnessvsenvironmentalfactorsthroughcellularisolationfromexposurestoexternalradicalsandsoon?Howdoesthiswork?

    DavidColquhoun /January4,2015at5:14am

    @BradleyJ.FikesThanksverymuchfordrawingmyattentiontoPZMyersblogonthistopic.http://freethoughtblogs.com/pharyngula/2015/01/03/cancerbadgenesorbadluck/

    ItsthebestpieceIvereadonthetopic.

    VanyaLoroch /January4,2015at7:08am

    IsntoneoftheunderlyingproblemsintheinterpretationoftheresultsofVogelsteinandTomasettisworktheverydefinitionofcancer?Foramedicaldoctor,cancermeansmetastaticdisease(oratleastdiseasethathasahighprobabilityofbecomingmetastatic).Thisisaclinical,reductionistdefinition.Buttoaddressthequestionoftheoriginsofcancer,oneneedstobroadenthisdefinitiontobiology.Andthisisacompletelydifferentstory,muchmorefuzzy,muchmorecomplexandusuallyaverylongone.Just

  • thinkaboutinsitutumors,alltheundiagnosedcancers,spontaneousremissions,etc.

    VogelsteinandTomasettionlylookedatclinicallydiagnosedneoplasms,thevisibletipoftheplasmsiceberg.Butthecausesofcancerareburiedinthehugeinvisiblepart.Andthereisonethingweknowforsurenow:thepredominantprotectiveroleplayedbytheimmunesystem(thespectacularresultsobtainedbynontargetedimmunotherapiesillustratethiswell).Wealsoknowthatthestateoftheimmunesystemdependsstronglyonenvironmentalandbehavioralfactors.

    Ifso,isntthestatusoftheimmunesystemTHEMAJORlinkbetweenenvironmentandbehaviorandtheriskofcancer?

    VogelsteinandTomasettisworkdidnotlookatanyofthis.ThisisOK,Iguessbecausethescopeofthepaperisquitelimited.Butthemessagerelayedbythemediaiswronganddangeroussinceitdevaluespreventionandhealthpromotion.

    Itslikesayingthatthemoretimesanairplanetakesoffandlands,thehighertheriskofcrashing.Andtoremainaliveweneedtofly,Ofcourseitstrue.Butitsaverypartialview,becausewhatpreventsairplanecrashesareALSOalltheothersmalleraccidentsthatbuilduptoairdisasters.VogelsteinandTomasettisworkonlylookedatcrashstatistics.

    Thanksforreadingmylongcomment.

    JG /January6,2015at2:34am

    Oneshallnotignoreabouttheinfluenceofgrantsprovidersandlackofdatavalidationwithinthecashstrappedresearchcommunities.WeshouldnotblamethemediafordoingwhatauniversitylikeJ.H.shouldnothavedone,i.e.,throwawaytheprinciplesoffurtherscientificdiscussionforthesakeofPR.Asithashappenedinmanycasesinthepast,thesamePRmaycomebacktothemaseggsonthefaceoftheirreputation.

    Cancerhasmanyfaces,andevenastoday,noonecansaysimplybecauseithappensincertainpartsofbodythatisnecessarythesamethingfurtherawayfromevenbeingatype.

    Aretheauthorssurethestatistical/mathematicalmodelstheyhaveusedisthefinalverdictwithinthescientificcommunitiesbothaliveandinthefuture[ifyes,whytheykeepprintingnewtextswithnoendtothem?]Or,arethecellbiologistsjobisdonebysimplifyingallkindsofcelldivisionsunderasinglebiologicalsystem?

    Onethingatruescientistmustknowisinanyanalysis,thenullhypothesisprovidesnoguarantythatherorhisresultsareright!Andthatisevenifthevalidityofdataarekosher.

    Andbytheway,lifeitselfisarandomphenomenawithinarandommedium,influencedbyrandomambientthatisconstantlyinfusedbyrandomenvironmentalfactorscomingfromrandomdirections.Itistheheightofstupiditytotryexplainrandombyadefinitenumber.

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  • FrankSchauder /January7,2015at2:56pm

    Thakyouforthecommentsonthepaperandtheresultingmediaheadlines.Butevenif2/3oftheexamined31cancertypesseemtodependonrandom(genetic)effectsastatementsuchasTwoThirdsofCancerCasesAreSimplyDowntoBadLuckissimplywrongandclearlymisleading.Theincidenceofeachcancerhastobeetakeninconsideration(breast,colon,prostatecancerisbefarmorefrequentthanduodenumcancer).

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    Steve /January11,2015at6:01pm

    Whatdotheauthorssayabouttheroleoftheimmunesystemininfluencingwhetheracancerousmutation,onceithasoccurred,developsintoalifethreateningtumor?Afterall,oneofthefunctionsoftheimmunesystemistodestroycancerouscellsbeforetheygrowintolargetumors.Andmuchresearchhasshownthatenvironment,lifestyle,andgeneticshaveabigeffectontheefficacyoftheimmunesystem.Sowhileitmightbethecasethatmanycancercellsarecreatedbychance,surelyhealthbehaviors,theenvironment,andgeneticsstillhaveanimportantrole,mediatedthroughtheimmunesystem,indetermininghowdeadlythosecancersbecome.Ifthatsright,thentheheadline2/3ofcancersarerandomshouldnotbeinterpretedas2/3oflifethreateningcancersarerandom.Rathertheheadlineshouldbe2/3ofcancerousmutationsdevelopbychance.

    Paulcatherall /January12,2015at6:33pm

    WellsaidSteve,with60trillioncellstherearealwayscellsnotformingcorrectly.Theprogressionfromatransformedcelltoafullblowntumourcellisnotinstant.Ageneticpredispositiontoacancercanbeviewedasjuststartingfurtheralongthelineoftransformation.Theimmunesystemincludestransformedcellsselfdestructingorbeingdestroyedbyneighbouringcells.Thissignallingisimportanttounderstandandisinfluencedbyenvironmentalfactors.OneimportantexampleistheoldesthormonesystemofthebodycalledEicosanoids,whichisthesignallinggatewaytotheimmunesystem.HarvardmedicalschoolquoteEicosanoidsmayrepresentamissinglinkbetweeninflammationandcancerandthuscouldserveastherapeutictarget(s)forinhibitingtumorgrowth.OneformofEicosanoidiscalledResolvinsandthesecanonlybemadefrom20carbon(longchain)omega3andtheseendtheinflammatorycycle.Thismechanismisadverselyimpactedbyexcessiveomega6,transfats,andhighinsulinlevelswhichcanbecontrolled.

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    DavidHammond /January14,2015at3:52pm

    Idontgethowtheauthoristryingtosaythatthepressmisrepresentedtheauthors?TheyCLEARLYstatedthatbadluckisalargefactor.Sohowisreportingthisbacksuchacrime?Itswhattheysaidthemselves!

  • Furthermore,whattheauthorofthisarticlemissesisthattheconclusionofthisstudyisacompletejoke.Itispurescientificlazinesstosaythattwothirdsofcancerarecausedbybadluck.WhydontwetackonthewrathofGodwhilewereatit?Basically,thescientistshavehitawallwheretheycannolongerexplainsomething.Yetunlikeeverylegitimatescientistinhistorywheretheysimplyadmittheydontknowandthencontinueresearchingthesepeopleinsteadsaythattheydohavetheansweranditsduetobadluck.Sowhatexactlyisthescientificdefinitionofbadluck?AndhowonEarthisbadlucknowconsideredtobealegitimate,measurablescientificinfluence?Didtheyeverconsiderthatperhapsemotionalwellbeingmayprovidekeylinks?Thisissobeyondabsurdyouhonestlycouldntmakeitup.Wakeuppeople.Yourebeingduped.

    DavidColquhoun /January14,2015at6:37pm

    Imafraidthatyouhavenocomprehensionatallofrandomprocesses(inthiscaserandomerrorsinDNAreplication).Atthelevelofsinglemolecules,everythingisrandom.Ithinkperhapsyoushouldreadupaboutstochasticprocessesbeforegettingsoindignant.

    DavidHammond /January15,2015at1:32pm

    Nothingisrandominthisuniverse.Everythingisbasedoncauseandeffect,whetherwehappentounderstandityetornot.Electrons,forexample,actasparticleswhenobservedwithacamera.However,whennoequipmentobservestheelectrons,theyactaswavesandparticlessimultaneously.Soevensimpleobservationchangesthings.Butwhowouldknowthisifithadntbeendeterminedthroughscience?Ifithadntbeen,someonewouldcomealongandcallitrandomluck,simplybecausetheydontknow.Itisonethingtosaythatyoudontunderstandacausetoaneffect,andquiteanothertosaythatyoudoknow,andthatisbecauseofluck.Imsorry,butthatsjustabsurd.ThatisNOTscience.Factoringinluck,somethingthathasnoscientificdefinitionwhatsoever,isabsolutelyirresponsibleatbest,andfraudulentatworst.Everythingisbasedoncauseandeffect,whetherwehappentounderstandityetornot.

    DavidColquhoun /January15,2015at6:13pm

    Notagoodexample.Everyindividualelectronmovesrandomly.IsuggestsomereadingaboutBrownianmotion,oraboutstatisticalmechanics.Thingslooksmoothonlywhenaveragedoverlargenumbersofparticles.

  • mars /January17,2015at3:53am

    David,Itdependswhatmeaningisgiventorandom.Ifyoumean,notpredictable,thensure,manyphysicalprocessesaredeeplyrandom.Butthatkindofrandomnessisanepistemicmatter,ratherthananontologicalone.Inthatsenserandomnessisacontingentfactaboutourknowledge(and,beyondthat,ourcognitivelimitations),ratherthanafactaboutnatureingeneral.Butifbyrandomyoumeannotcaused,thenIthinkthediscussionmovesontoamorephilosophicalterrainGoddoesntplaydice,thatkindofthinginwhichwewouldhavetogetsomeaccountofwhatwemeanbycausation.IsuspecttheconceptofrandomnessthatMr.Hammondisobjectingtoistheontologicaloneratherthantheepistemicone.ButIalsosuspectthatwhattheauthorsmeanbyrandomisnotnotcausedbutnotpredictableinawaythatcouldleadtomeaningfulintervention.Mars

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