Interactive or static reports to guide clinical interpretation of cancer genomics.

dc.contributor.authorGray, Stacy W
dc.contributor.authorGagan, Jeffrey
dc.contributor.authorCerami, Ethan
dc.contributor.authorCronin, Angel M
dc.contributor.authorUno, Hajime
dc.contributor.authorOliver, Nelly
dc.contributor.authorLowenstein, Carol
dc.contributor.authorLederman, Ruth
dc.contributor.authorRevette, Anna
dc.contributor.authorSuarez, Aaron
dc.contributor.authorLee, Charlotte
dc.contributor.authorBryan, Jordan
dc.contributor.authorSholl, Lynette
dc.contributor.authorVan Allen, Eliezer M
dc.date.accessioned2021-02-24T21:01:53Z
dc.date.available2021-02-24T21:01:53Z
dc.date.issued2018-05
dc.date.updated2021-02-24T21:01:53Z
dc.description.abstract<h4>Objective</h4>Misinterpretation of complex genomic data presents a major challenge in the implementation of precision oncology. We sought to determine whether interactive genomic reports with embedded clinician education and optimized data visualization improved genomic data interpretation.<h4>Materials and methods</h4>We conducted a randomized, vignette-based survey study to determine whether exposure to interactive reports for a somatic gene panel, as compared to static reports, improves physicians' genomic comprehension and report-related satisfaction (overall scores calculated across 3 vignettes, range 0-18 and 1-4, respectively, higher score corresponding with improved endpoints).<h4>Results</h4>One hundred and five physicians at a tertiary cancer center participated (29% participation rate): 67% medical, 20% pediatric, 7% radiation, and 7% surgical oncology; 37% female. Prior to viewing the case-based vignettes, 34% of the physicians reported difficulty making treatment recommendations based on the standard static report. After vignette/report exposure, physicians' overall comprehension scores did not differ by report type (mean score: interactive 11.6 vs static 10.5, difference = 1.1, 95% CI, -0.3, 2.5, P = .13). However, physicians exposed to the interactive report were more likely to correctly assess sequencing quality (P < .001) and understand when reports needed to be interpreted with caution (eg, low tumor purity; P = .02). Overall satisfaction scores were higher in the interactive group (mean score 2.5 vs 2.1, difference = 0.4, 95% CI, 0.2-0.7, P = .001).<h4>Discussion and conclusion</h4>Interactive genomic reports may improve physicians' ability to accurately assess genomic data and increase report-related satisfaction. Additional research in users' genomic needs and efforts to integrate interactive reports into electronic health records may facilitate the implementation of precision oncology.
dc.identifier4791826
dc.identifier.issn1067-5027
dc.identifier.issn1527-974X
dc.identifier.urihttps://hdl.handle.net/10161/22388
dc.languageeng
dc.publisherOxford University Press (OUP)
dc.relation.ispartofJournal of the American Medical Informatics Association : JAMIA
dc.relation.isversionof10.1093/jamia/ocx150
dc.subjectHumans
dc.subjectNeoplasms
dc.subjectSequence Analysis, DNA
dc.subjectComprehension
dc.subjectData Display
dc.subjectGenomics
dc.subjectMedical Oncology
dc.subjectClinical Competence
dc.subjectFemale
dc.subjectMale
dc.subjectPrecision Medicine
dc.titleInteractive or static reports to guide clinical interpretation of cancer genomics.
dc.typeJournal article
duke.contributor.idBryan, Jordan|0842505
duke.contributor.orcidBryan, Jordan|0000-0002-4984-0516
pubs.begin-page458
pubs.end-page464
pubs.issue5
pubs.organisational-groupStudent
pubs.organisational-groupStatistical Science
pubs.organisational-groupDuke
pubs.organisational-groupTrinity College of Arts & Sciences
pubs.publication-statusPublished
pubs.volume25

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