Homo sapiens
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ABSTRACT:
PROVIDER: PRJNA92655 | ENA |
REPOSITORIES: ENA
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Project description:Chemosensitivity prediciton in esophageal cancer cell line using cDNA microarray
| PRJNA92669 | ENA
Project description:In an effort to develop a genomics-based approach to the prediction of drug response, we have developed an algorithm for classification of cell line chemosensitivity based on gene expression profiles alone. Using oligonucleotide microarrays, the expression levels of 6,817 genes were measured in a panel of 60 human cancer cell lines (the NCI-60) for which the chemosensitivity profiles of thousands of chemical compounds have been determined. We sought to determine whether the gene expression signatures of untreated cells were sufficient for the prediction of chemosensitivity. Gene expression-based classifiers of sensitivity or resistance for 232 compounds were generated and then evaluated on independent sets of data. The classifiers were designed to be independent of the cells' tissue of origin. The accuracy of chemosensitivity prediction was considerably better than would be expected by chance. Eighty-eight of 232 expression-based classifiers performed accurately (with P < 0.05) on an independent test set, whereas only 12 of the 232 would be expected to do so by chance. These results suggest that at least for a subset of compounds genomic approaches to chemosensitivity prediction are feasible. golub-00299 Assay Type: Gene Expression Provider: Affymetrix Array Designs: Hu6800 Organism: Homo sapiens (ncbitax) Tissue Sites: Kidney, Brain, Blood, Lung, Skin, Colon, Breast, Prostate, Ovary Material Types: cell, synthetic_RNA, whole_organism, total_RNA Disease States: Carcinoma, Glioblastoma, Lymphoma, Adenocarcinoma, Melanoma, Amelanotic Melanoma, Large Cell Carcinoma, Precursor Lymphoblastic Leukemia, Carcinosarcoma, Myeloid Leukemia, Plasma Cell Myeloma, Bronchogenic Carcinoma, Chronic Myelogenous Leukemia, Squamous Cell Carcinoma
2015-05-16 | E-GEOD-68936 | biostudies-arrayexpress
Project description:In an effort to develop a genomics-based approach to the prediction of drug response, we have developed an algorithm for classification of cell line chemosensitivity based on gene expression profiles alone. Using oligonucleotide microarrays, the expression levels of 6,817 genes were measured in a panel of 60 human cancer cell lines (the NCI-60) for which the chemosensitivity profiles of thousands of chemical compounds have been determined. We sought to determine whether the gene expression signatures of untreated cells were sufficient for the prediction of chemosensitivity. Gene expression-based classifiers of sensitivity or resistance for 232 compounds were generated and then evaluated on independent sets of data. The classifiers were designed to be independent of the cells' tissue of origin. The accuracy of chemosensitivity prediction was considerably better than would be expected by chance. Eighty-eight of 232 expression-based classifiers performed accurately (with P < 0.05) on an independent test set, whereas only 12 of the 232 would be expected to do so by chance. These results suggest that at least for a subset of compounds genomic approaches to chemosensitivity prediction are feasible.
2015-05-16 | GSE68936 | GEO
Project description:A total of 20 KYSE human esophageal squamous cell carcinoma cell lines (KYSE-30, -140, -150, -170, -180, -200, -220, -350, -410, -450, -510, -520, -590, -770, -850, -890, -1170, -1190, -1250, and -2270) and a non-cancerous esophageal epithelial cell (HEEC-1)were kindly provided by Dr. Y. Shimada (Kyoto University, Kyoto, Japan). The KYSE cell lines were cultured in RPMI 1640 medium (Life Technologies, Inc., Grand Island, NY) containing 10% heat-inactivated fetal bovine serum (FBS; BioWhittaker, Verviers, Belgium) in a humidified atmosphere of 5% CO2 and maintained in continuous exponential growth by passage every 3 days. HEEC-1 cells were cultured in Keratinocyte SFM medium with growth supplement containing 2.5 mg EGF and 25 mg bovine pituitary extract in 500 mL liquid basal medium (GIBCO BRL, Rockville, MD) and expanded by passage twice in a week. The exponentially growing cultured cells (2 x 10^6) were collected after two-washings with PBS. Total RNA was prepared from the frozen cell pellets using QIAGEN RNeasy mini kit (QIAGEN, Inc., Valencia, CA), and mRNA was purified using MACS mRNA Isolation kit (Miltenyi Biotec, Bergisch Gladbach, Germany) according to the supplierâs protocols. RIKEN human 21K array containing 20,784 clones with positive and negative controls was used to analyze gene expression of 20 KYSE esophageal cancer cell lines using HEEC-1 as reference. The target DNAs used to construct human 21 K array were the glycerol stock of cDNA clones purchased from ResGen (Invitrogen Corporation, Carlsbad, CA)). One-microgram poly(A) RNAs from KYSE cells and the reference cells were labeled with Cy3-dCTP and Cy5-dCTP, respectively, by random-primed reverse transcription. Arrays were laser-scanned using ScanArray 5000TM confocal laser scanner (GSI Lumonics, Billerica, MA), and the images were analyzed using ScanAlyzeTM (Stanford University). All experiments were performed in duplicate (_1 & _2). To explore the genes responsible for chemosensitivity in cancer cells, expression profiles of various cancer cell lines were examined. Statistically comparing them with the chemosensitivity measured by in vitro MTT assay in each cell line, several candidate genes were selected and predicition models for anticancer efficacy were established using their expression levels.
2010-06-05 | E-GEOD-2454 | biostudies-arrayexpress
Project description:To delineate the role of hypoxia in esophageal epithelial biology, we carried out gene array experiments using a non-transformed immortalized diploid human esophageal cell line, EPC2-hTERT (Mol Cancer Res. 2003;1:729-38). Unlike cancer cell lines, EPC2-hTERT has no genetic alterations at early passages that may affect the cellular response to hypoxia.
2009-09-01 | GSE17353 | GEO
Project description:Profiles of esophageal squamous cell carcinoma and normal esophageal normal epithelium normal cell line. Analysis provides validation of novel microRNA targets prediction algorithms.
2016-09-01 | GSE23964 | GEO
Project description:Profiles of esophageal squamous cell carcinoma and normal esophageal normal epithelium normal cell line. Analysis provides validation of novel microRNA targets prediction algorithms. esophageal squamous cell carcinoma:14, normal epithelium cell:2
2016-09-01 | E-GEOD-23964 | biostudies-arrayexpress
Project description:For the purpose of characterization of the 9p24 amplicon, we carried out high-resolution array CGH (Agilent 244K chip) analysis of four cancer cell lines, including three breast cancer cell lines, Colo824, HCC1954 and HCC70, and one esophageal cancer cell line, KYSE150.
2011-04-29 | GSE28989 | GEO
Project description:caArray_golub-00299: Chemosensitivity prediction by transcriptional profiling
| PRJNA284137 | ENA
Project description:Human Esophageal cells: Normal epithelial vs squamous cancer cell line
| PRJNA278901 | ENA