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Cross-platform Comparison of Two Pancreatic Cancer Phenotypes

Model-based approaches for combining gene expression data from multiple high throughput platforms can be sensitive to technological artifacts when the number of samples in each platform is small. This paper proposes simple tools for quantifying concordance in a small study of pancreatic cancer cells...

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Detalles Bibliográficos
Autores principales: Scharpf, Robert B., Iacobuzio-Donahue, Christine A., Cope, Leslie, Ruczinski, Ingo, Garrett-Mayer, Elizabeth, Lakkur, Sindhu, Campagna, Domenico, Parmigiani, Giovanni
Formato: Texto
Lenguaje:English
Publicado: Libertas Academica 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2978933/
https://www.ncbi.nlm.nih.gov/pubmed/21082040
http://dx.doi.org/10.4137/CIN.S5755
Descripción
Sumario:Model-based approaches for combining gene expression data from multiple high throughput platforms can be sensitive to technological artifacts when the number of samples in each platform is small. This paper proposes simple tools for quantifying concordance in a small study of pancreatic cancer cells lines with an emphasis on visualizations that uncover intra- and inter-platform variation. Using this approach, we identify several transcripts from the integrative analysis whose over-or under-expression in pancreatic cancer cell lines was validated by qPCR.