Comprehensive and Computable Molecular Diagnostic Panel (C2Dx) From Small Volume Specimens for Precision Oncology: Molecular Subtyping of Non-Small Cell Lung Cancer From Fine Needle Aspirates

dc.contributor.authorSu, Jing
dc.contributor.authorHuang, Lynn S.
dc.contributor.authorBarnard, Ryan
dc.contributor.authorParks, Graham
dc.contributor.authorCappellari, James
dc.contributor.authorBellinger, Christina
dc.contributor.authorDotson, Travis
dc.contributor.authorCraddock, Lou
dc.contributor.authorPrakash, Bharat
dc.contributor.authorHovda, Jonathan
dc.contributor.authorClark, Hollins
dc.contributor.authorPetty, William Jeffrey
dc.contributor.authorPasche, Boris
dc.contributor.authorChan, Michael D.
dc.contributor.authorMiller, Lance D.
dc.contributor.authorRuiz, Jimmy
dc.contributor.departmentBiostatistics, School of Public Healthen_US
dc.date.accessioned2022-10-27T11:37:23Z
dc.date.available2022-10-27T11:37:23Z
dc.date.issued2021-04-16
dc.description.abstractThe Comprehensive, Computable NanoString Diagnostic gene panel (C2Dx) is a promising solution to address the need for a molecular pathological research and diagnostic tool for precision oncology utilizing small volume tumor specimens. We translate subtyping-related gene expression patterns of Non-Small Cell Lung Cancer (NSCLC) derived from public transcriptomic data which establish a highly robust and accurate subtyping system. The C2Dx demonstrates supreme performance on the NanoString platform using microgram-level FNA samples and has excellent portability to frozen tissues and RNA-Seq transcriptomic data. This workflow shows great potential for research and the clinical practice of cancer molecular diagnosis.en_US
dc.eprint.versionFinal published versionen_US
dc.identifier.citationSu J, Huang LS, Barnard R, et al. Comprehensive and Computable Molecular Diagnostic Panel (C2Dx) From Small Volume Specimens for Precision Oncology: Molecular Subtyping of Non-Small Cell Lung Cancer From Fine Needle Aspirates. Front Oncol. 2021;11:584896. Published 2021 Apr 16. doi:10.3389/fonc.2021.584896en_US
dc.identifier.urihttps://hdl.handle.net/1805/30421
dc.language.isoen_USen_US
dc.publisherFrontiers Mediaen_US
dc.relation.isversionof10.3389/fonc.2021.584896en_US
dc.relation.journalFrontiers in Oncologyen_US
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.sourcePMCen_US
dc.subjectNon-small cell lung canceren_US
dc.subjectMolecular signatureen_US
dc.subjectFine needle aspirationen_US
dc.subjectLogistic regressionen_US
dc.subjectElastic net regularizationen_US
dc.subjectCancer subtypingen_US
dc.titleComprehensive and Computable Molecular Diagnostic Panel (C2Dx) From Small Volume Specimens for Precision Oncology: Molecular Subtyping of Non-Small Cell Lung Cancer From Fine Needle Aspiratesen_US
dc.typeArticleen_US
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