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The competing risk of death and selective survival cannot fully explain the inverse cancer- dementia association

dc.contributor.authorHayes‐larson, Eleanor
dc.contributor.authorAckley, Sarah F.
dc.contributor.authorZimmerman, Scott C.
dc.contributor.authorOspina‐romero, Monica
dc.contributor.authorGlymour, M. Maria
dc.contributor.authorGraff, Rebecca E.
dc.contributor.authorWitte, John S.
dc.contributor.authorKobayashi, Lindsay C.
dc.contributor.authorMayeda, Elizabeth Rose
dc.date.accessioned2021-01-05T18:45:30Z
dc.date.availableWITHHELD_12_MONTHS
dc.date.available2021-01-05T18:45:30Z
dc.date.issued2020-12
dc.identifier.citationHayes‐larson, Eleanor ; Ackley, Sarah F.; Zimmerman, Scott C.; Ospina‐romero, Monica ; Glymour, M. Maria; Graff, Rebecca E.; Witte, John S.; Kobayashi, Lindsay C.; Mayeda, Elizabeth Rose (2020). "The competing risk of death and selective survival cannot fully explain the inverse cancer- dementia association." Alzheimer’s & Dementia 16(12): 1696-1703.
dc.identifier.issn1552-5260
dc.identifier.issn1552-5279
dc.identifier.urihttps://hdl.handle.net/2027.42/163830
dc.description.abstractIntroductionWe evaluated whether competing risk of death or selective survival could explain the reported inverse association between cancer history and dementia incidence (incidence rate ratio [IRR] - 0.62- 0.85).MethodsA multistate simulation model of a cancer- and dementia- free cohort of 65- year- olds was parameterized with real- world data (cancer and dementia incidence, mortality), assuming no effect of cancer on dementia (true IRR = 1.00). To introduce competing risk of death, cancer history increased mortality. To introduce selective survival, we included a factor (prevalence ranging from 10% to 50%) that reduced cancer mortality and dementia incidence (IRRs ranged from 0.30 to 0.90). We calculated IRRs for cancer history on dementia incidence in the simulated cohorts.ResultsCompeting risk of death yielded unbiased cancer- dementia IRRs. With selective survival, bias was small (IRRs = 0.89 to 0.99), even under extreme scenarios.DiscussionThe bias induced by selective survival in simulations was too small to explain the observed inverse cancer- dementia link, suggesting other mechanisms drive this association.
dc.publisherWiley Periodicals, Inc.
dc.subject.othersimulation
dc.subject.otherAlzheimer’s disease
dc.subject.othercompeting risks
dc.subject.otherdementia
dc.subject.otherselection bias
dc.subject.othercancer
dc.titleThe competing risk of death and selective survival cannot fully explain the inverse cancer- dementia association
dc.typeArticle
dc.rights.robotsIndexNoFollow
dc.subject.hlbsecondlevelNeurology and Neurosciences
dc.subject.hlbtoplevelHealth Sciences
dc.description.peerreviewedPeer Reviewed
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/163830/1/alz12168_am.pdf
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/163830/2/alz12168.pdf
dc.identifier.doi10.1002/alz.12168
dc.identifier.sourceAlzheimer’s & Dementia
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dc.owningcollnameInterdisciplinary and Peer-Reviewed


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