Array comparative genomic hybridization analysis of metastatic lung tumors
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ABSTRACT:
PROVIDER: PRJNA661554 | ENA |
REPOSITORIES: ENA
Similar Datasets
Project description:Comparative genomic hybridization analysis for detection of recurring gene copy number variation (CNV) among a set of lung cancer mestastatic brain tumors DNA was isolated and analyzed in a two-color experiment using Cancer CGH+SNP 180Kx4 arrays from Agilent and Agilent SureScan system: Cy5-labeled specimen DNA and Cy3-labeled Agilent characterized normal human reference DNA
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Project description:A series of studies have been published that evaluate the chromosomal copy number changes of different tumor classes using array Comparative Genomic Hybridization (array CGH), however the chromosomal aberrations that distinguish the different tumor classes have not been fully characterized. Therefore, we performed a meta-analysis of different array CGH data sets in an attempt to classify samples tested across different platforms. As opposed to RNA expression a common reference is used in dual channel CGH arrays: normal human DNA, theoretically facilitating cross-platform analysis. To this aim, cell line and primary cancer data sets from three different dual channel array CGH platforms obtained by four different institutes were integrated. The cell line data were used to develop preprocessing methods which performed noise reduction and transformed samples into a common format. The transformed array CGH profiles allowed perfect clustering by cell line, but importantly not by platform or institute. The same preprocessing procedures used for the cell line data were applied to data from 373 primary tumors profiled by array CGH, including controls. Results indicated that there is no apparent feature related to the institute or platform and that array CGH allows for unambiguous cross-platform meta-analysis. Major clusters with common tissue origin were identified. Interestingly, tumors of hematopoietic and mesenchymal origins cluster separately from tumors of epithelial origin. Therefore it can be concluded that chromosomal aberrations of tumors from hematopoietic and mesenchymal origin versus tumors of epithelial origin are distinct, and these differences can be picked up by metaanalysis of array CGH data. This suggests the possibility of prospectively using combined analysis of diverse copy number datasets for cancer subtype classification. Keywords: comparative genomic hybridization, meta-analysis, cancer
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Project description:Aim of this study is to test if a reference channel of a different array can be used to make array CGH more sensitive, cost effective and less labor intensive. The BT474 breast cancer cell line was compared to a mix of normal reference DNAs hybridized on different arrays and days and DNA copy number profiles were evaluated. Quality was assessed, using regular dual channel array CGH as a standard, using four quality measures; i.e. the MAD (median absolute deviation) value of chromosome 2, an amplitude of the ErbB2 gene amplification, a deletion on chromosome 9 and a deflection on chromosome 8. In addition, the use of a reference channel of a different array was tested for genomic DNA derived from formalin-fixed paraffin-embedded tumor tissue samples. This so called across array CGH (aaCGH) analysis yielded slightly higher quality chromosomal copy number profiles when using the same dye compared to analysis using two different dyes, both when exchanging fluorescent signals of hybridizations performed on different arrays and on different days. This approach avoids redundant hybridizations of the same reference material in every experiment and allows hybridization of two test samples on one array. AaCGH analysis substantially reduces cost of consumables and labor while yielding at least equivalent quality as the dual channel procedure. Keywords: array CGH data, across array CGH analysis
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Project description:We conducted microarray-based comparative genomic hybridization (array-CGH) with a DNA chip carrying 2,464 BAC clones to examine genomic aberrations of 236 neuroblastomas (112 sporadic and 124 mass screening-detected). In paralell, gene-expression profiling was also performed by using in-house cDNA microarrays. Keywords: Comparative genomic hybridization
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Project description:Co-amplification at chromosomes 8p11-8p12 and 11q12-11q14 occurs often in breast tumors, suggesting possible cooperation between genes in these regions in oncogenesis. We used high resolution array comparative genomic hybridization (array CGH) to map the minimal amplified regions. The 8p and 11q amplicons are complex and consist of at least four amplicon cores at each site. Candidate genes mapping to these regions were identified by combining copy number and RNA and protein expression analyses. Funcational analysis for transformation was further carried out with candidate genes to determine candidate oncogenes.
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