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Expression profiling of formalin-fixed paraffin-embedded primary breast tumors using cancer-specific and whole genome gene panels on the DASL® platform
- Source :
- BMC Medical Genomics, BMC Medical Genomics, Vol 3, Iss 1, p 60 (2010)
- Publication Year :
- 2010
-
Abstract
- Background The cDNA-mediated Annealing, extension, Selection and Ligation (DASL) assay has become a suitable gene expression profiling system for degraded RNA from paraffin-embedded tissue. We examined assay characteristics and the performance of the DASL 502-gene Cancer Panelv1 (1.5K) and 24,526-gene panel (24K) platforms at differentiating nine human epidermal growth factor receptor 2- positive (HER2+) and 11 HER2-negative (HER2-) paraffin-embedded breast tumors. Methods Bland-Altman plots and Spearman correlations evaluated intra/inter-panel agreement of normalized expression values. Unequal-variance t-statistics tested for differences in expression levels between HER2 + and HER2 - tumors. Regulatory network analysis was performed using Metacore (GeneGo Inc., St. Joseph, MI). Results Technical replicate correlations ranged between 0.815-0.956 and 0.986-0.997 for the 1.5K and 24K panels, respectively. Inter-panel correlations of expression values for the common 498 genes across the two panels ranged between 0.485-0.573. Inter-panel correlations of expression values of 17 probes with base-pair sequence matches between the 1.5K and 24K panels ranged between 0.652-0.899. In both panels, erythroblastic leukemia viral oncogene homolog 2 (ERBB2) was the most differentially expressed gene between the HER2 + and HER2 - tumors and seven additional genes had p-values < 0.05 and log2 -fold changes > |0.5| in expression between HER2 + and HER2 - tumors: topoisomerase II alpha (TOP2A), cyclin a2 (CCNA2), v-fos fbj murine osteosarcoma viral oncogene homolog (FOS), wingless-type mmtv integration site family, member 5a (WNT5A), growth factor receptor-bound protein 7 (GRB7), cell division cycle 2 (CDC2), and baculoviral iap repeat-containing protein 5 (BIRC5). The top 52 discriminating probes from the 24K panel are enriched with genes belonging to the regulatory networks centered around v-myc avian myelocytomatosis viral oncogene homolog (MYC), tumor protein p53 (TP53), and estrogen receptor α (ESR1). Network analysis with a two-step extension also showed that the eight discriminating genes common to the 1.5K and 24K panels are functionally linked together through MYC, TP53, and ESR1. Conclusions The relative RNA abundance obtained from two highly differing density gene panels are correlated with eight common genes differentiating HER2 + and HER2 - breast tumors. Network analyses demonstrated biological consistency between the 1.5K and 24K gene panels.
- Subjects :
- lcsh:Internal medicine
lcsh:QH426-470
Receptor, ErbB-2
Viral Oncogene
Breast Neoplasms
03 medical and health sciences
0302 clinical medicine
Gene expression
Genetics
Humans
Genetics(clinical)
lcsh:RC31-1245
Gene
Genetics (clinical)
030304 developmental biology
Regulation of gene expression
0303 health sciences
Paraffin Embedding
biology
Gene Expression Profiling
GRB7
Molecular biology
Mitochondria
Gene expression profiling
Gene Expression Regulation, Neoplastic
lcsh:Genetics
030220 oncology & carcinogenesis
biology.protein
Cancer research
Female
DNA microarray
Estrogen receptor alpha
Research Article
Subjects
Details
- ISSN :
- 17558794
- Volume :
- 3
- Database :
- OpenAIRE
- Journal :
- BMC medical genomics
- Accession number :
- edsair.doi.dedup.....9f2fa4bb5baa4f1f94ee0d3cf121eb6e