Dataset Information


Microarray gene expression analysis of FFPE tissue permits molecular classification in diffuse large B-cell lymphoma.

ABSTRACT: Refractory/relapsed diffuse large B-cell lymphoma (DLBCL) has a poor prognosis. Novel drugs targeting the constitutively activated NF- B pathway characteristic of ABC-DLBCL are promising, but evaluation depends on accurate activated B cell-like (ABC)/germinal center B cell-like (GCB) molecular classification. This is traditionally performed on gene microarray expression profiles of fresh biopsies, which are not routinely collected, or by immunohistochemistry on formalin-fixed, paraffin-embedded (FFPE) tissue, which lacks reproducibility and classification accuracy. We explored the possibility of using routine archival FFPE tissue for gene microarray applications. We examined Affymetrix HG U133 Plus 2.0 gene expression profiles from paired archival FFPE and fresh-frozen tissues of 40 ABC/GCB-classified DLBCL cases to compare classification accuracy and test the potential for this approach to aid the discovery of therapeutic targets and disease classifiers in DLBCL. Unsupervised hierarchical clustering of unselected present probe sets distinguished ABC/GCB in FFPE with remarkable accuracy, and a Bayesian classifier correctly assigned 32 of 36 cases with >90% probability. Enrichment for NF- B genes was appropriately seen in ABC-DLBCL FFPE tissues. The top discriminatory genes expressed in FFPE separated cases with high statistical significance and contained novel biology with potential therapeutic insights, warranting further investigation. These results support a growing understanding that archival FFPE tissues can be used in microarray experiments aimed at molecular classification, prognostic biomarker discovery, and molecular exploration of rare diseases. Overall design: Forty DLBCL cases were selected from the University of Nebraska pathology archives, including 20 cases each of ABC and GCB DLBCL previously classified in the Leukemia/ Lymphoma Molecular Profiling Project using Affymetrix HG U133 Plus 2.0 gene expression profiles of fresh-frozen tissue (FT). In the current study, routinely processed, diagnostic FFPE tissue blocks were identified for the same 40 cases, profiled on Affymetrix Plus 2.0 microarrays, and then re-classified using published FT gene classifiers.

INSTRUMENT(S): [HG-U133_Plus_2] Affymetrix Human Genome U133 Plus 2.0 Array

SUBMITTER: Kim Linton 

PROVIDER: GSE64555 | GEO | 2014-12-29



Similar Datasets

| GSE48182 | GEO
2013-09-25 | E-GEOD-48183 | ArrayExpress
2013-09-25 | E-GEOD-48182 | ArrayExpress
2012-09-19 | E-GEOD-32918 | ArrayExpress
2013-09-25 | E-GEOD-48097 | ArrayExpress
2009-07-10 | GSE16920 | GEO
2009-07-10 | E-GEOD-16920 | ArrayExpress
2015-04-24 | PXD002098 | Pride
2014-07-22 | E-GEOD-57611 | ArrayExpress
2014-07-22 | E-GEOD-57277 | ArrayExpress