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Interactive or static reports to guide clinical interpretation of cancer genomics.
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.
Type
Journal articleSubject
HumansNeoplasms
Sequence Analysis, DNA
Comprehension
Data Display
Genomics
Medical Oncology
Clinical Competence
Female
Male
Precision Medicine
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https://hdl.handle.net/10161/22388Published Version (Please cite this version)
10.1093/jamia/ocx150Publication Info
Gray, Stacy W; Gagan, Jeffrey; Cerami, Ethan; Cronin, Angel M; Uno, Hajime; Oliver,
Nelly; ... Van Allen, Eliezer M (2018). Interactive or static reports to guide clinical interpretation of cancer genomics.
Journal of the American Medical Informatics Association : JAMIA, 25(5). pp. 458-464. 10.1093/jamia/ocx150. Retrieved from https://hdl.handle.net/10161/22388.This is constructed from limited available data and may be imprecise. To cite this
article, please review & use the official citation provided by the journal.
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Jordan Bryan
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