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Chemosensitivity prediction in esophageal cancer cell line using oligonucleotide array

ABSTRACT: 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) 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. 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). The quality of the RNA was checked using Agilent Technologies 2100 Bioanalyzer (Agilent, Palo Alto, CA). CodeLink Expression Bioarray System (Amersham Bioscience, Tokyo, Japan) was used according to the manufacturer’s protocol. Briefly, first-strand cDNA was generated from 1 µg of total RNA for each cell line using reverse transcriptase and a T7 primer, and then second-strand cDNA was produced using DNA polymerase mix and RNase H. cRNA was generated via an in vitro transcription reacrion using T7 RNA polymerase and biotin-11-UTP (Perkin Elmer, Boston, MA). After quantified by spectrometry and qualified using Agilent Technologies 2100 Bioanalyzer (Agilent), 10 µg of cRNA was fragmented and hybridized to a Uniset Human 20K I Bioarray containing 19,981 human probes with 108 positive and 300 negative bacterial control probes. After hybridization, the arrays were rinsed and labeled with Streptavidin-Cy5, scanned using Agilent DNA Microarray Scanner (Agilent), then analyzed with CodeLink Expression Analysis Software ver.2.3. Expression levels were normalized to the median expression value of the whole array spots except for the bacterial controls. Keywords: parallel sample

ORGANISM(S): Homo sapiens

PROVIDER: GSE2447 | GEO | 2005/12/31

SECONDARY ACCESSION(S): PRJNA92655

REPOSITORIES: GEO

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Project description:Ten human ovarian cancer cell lines were kindly provided as follows: an ovarian serous adenocarcinoma cell line, SKOV3 (Dr. N. Nagai, Hiroshima University, Hiroshima, Japan); KF28 and its TXL/CDDP-resistant variant (Dr. Y. Kikuchi, National Defense Medical College, Saitama, Japan); KF, SHIN3 and 5 ovarian clear cell adenocarcinoma cell lines, KK, TAYA, RMG-1, OVISE and OVTOKO (Dr. M. Suzuki, Jichi Medical School, Tochigi, Japan). All 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. Exponentially growing cultured cells were collected after two-washings with PBS. The cell pellets were immediately frozen in liquid nitrogen, and stored until use. Total RNA was extracted using QIAGEN RNeasy mini kit (QIAGEN, Inc., Valencia, CA). The quality of the RNA was checked using Agilent Technologies 2100 Bioanalyzer (Agilent, Palo Alto, CA). CodeLink Expression Bioarray System (Amersham Bioscience, Tokyo, Japan) was used according to the manufacturer’s protocol. Briefly, first-strand cDNA was generated from 1 microgram of total RNA of each cell line using reverse transcriptase and a T7 primer, and then second-strand cDNA was produced using DNA polymerase mix and RNase H. Complementary RNA (cRNA) was generated via an in vitro transcription reaction using T7 RNA polymerase and biotin-11-UTP (Perkin Elmer, Boston, MA), which was quantified by spectrometry and checked using Agilent Technologies 2100 Bioanalyzer (Agilent). Ten-microgram of cRNA was then fragmented and hybridized to a Uniset Human 20K I Bioarray containing 19,881 probes with positive and negative bacterial control probes. After hybridization, the arrays were rinsed and labeled with Streptavidin-Cy5, scanned using Agilent DNA Microarray Scanner (Agilent), then analyzed with CodeLink Expression Analysis Software ver.2.3. Expression levels were normalized to the median expression value of the whole array spots. Keywords: parallel sample

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) 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. 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). The quality of the RNA was checked using Agilent Technologies 2100 Bioanalyzer (Agilent, Palo Alto, CA). CodeLink Expression Bioarray System (Amersham Bioscience, Tokyo, Japan) was used according to the manufacturerâs protocol. Briefly, first-strand cDNA was generated from 1 Âµg of total RNA for each cell line using reverse transcriptase and a T7 primer, and then second-strand cDNA was produced using DNA polymerase mix and RNase H. cRNA was generated via an in vitro transcription reacrion using T7 RNA polymerase and biotin-11-UTP (Perkin Elmer, Boston, MA). After quantified by spectrometry and qualified using Agilent Technologies 2100 Bioanalyzer (Agilent), 10 Âµg of cRNA was fragmented and hybridized to a Uniset Human 20K I Bioarray containing 19,981 human probes with 108 positive and 300 negative bacterial control probes. After hybridization, the arrays were rinsed and labeled with Streptavidin-Cy5, scanned using Agilent DNA Microarray Scanner (Agilent), then analyzed with CodeLink Expression Analysis Software ver.2.3. Expression levels were normalized to the median expression value of the whole array spots except for the bacterial controls. 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.

Project description:Experiment on the effects of ethanol (acute oral) on induction of genes by polyinosinic polycytidylic acid (poly IC). Microarray methodology follows: cDNA for each sample was synthesized from 8.5 µg total RNA using a Superscript cDNA Synthesis Kit (Invitrogen, Carlsbad, CA) in combination with a T7-(dT)24 primer. Following phenol-chloroform extraction of the cDNA, biotinylated cRNA was transcribed in vitro using the BioArray HighYield RNA Transcript Labeling Kit (ENZO Biochem, New York, NY) and purified using the RNeasy Mini Kit (Qiagen, Valencia, CA). Twenty micrograms of purified cRNA was fragmented by incubation in fragmentation buffer (200 mM Tris-acetate, pH 8.1, 500 mM potassium acetate, 150 mM magnesium acetate) at 94°C for 35 minutes and chilled on ice. Fifteen micrograms of fragmented biotin-labeled cRNA was hybridized to the Murine Genome U74Av2 Array (Affymetrix, Santa Clara, CA), interrogating a total of 12,488 murine gene cDNA probes, for 16 hr at 45°C with constant rotation (60 rpm). The arrays were washed and then stained for 10 min at 25°C with 10 µg/mL streptavidin-R phycoerythrin (Vector Laboratories, Burlingame, CA) followed by 3 µg/mL biotinylated goat anti-streptavidin antibody (Vector Laboratories) for 10 minutes at 25°C. Arrays were then stained once again with streptavidin-R phycoerythrin for 10 min at 25°C. After washing and staining, the arrays were scanned using an Agilent GeneArray Scanner (Agilent Technologies) at 570 nm. Pixel intensities were measured, expression signals were analyzed and features extracted using a commercial software package (Microarray Suite ver 5.0, Affymetrix). Data mining and statistical analyses were performed with Data Mining Tool ver 3.0 (Affymetrix) algorithms. Arrays were globally scaled to a target intensity value of 2,500 in order to compare individual experiments. The absolute call (present, marginal, absent) of 12,488 gene expressions in each sample, as well as the direction of change, and fold change of gene expressions between samples were identified using the above-mentioned software. Keywords: other

Project description:Surgically resected gastric adenocarcinoma samples and their paired disease-free (R0) marginal nonmalignant tissue were obtained from 14 patients with gastric adenocarcinoma. RNA was isolated using the RNAeasy Kit (Qiagen Valencia, CA) from 15 mg of tissue. The quality of total RNA and its integrity was assessed using the Bioanalyzer 2100 (Agilent, Palo Alto, CA) and RIN value (RNA Integrity Number) was recorded for all the samples for intact 18S and 28S rRNA. Total RNA (800 ng) from each sample was reverse transcribed and linear amplified using the low RNA input linear amplification kit (Agilent Technologies). After synthesis of the first and second strand of cDNA, the product was used in an in vitro transcription reaction to generate cRNAs in the presence of cyanine 3-labeled UTP (Cy3) for normal and cyanine 5-labeled UTP (Cy5) for tumor. Fragmented Cy3-labeled cRNA of the control sample were mixed with equal amounts of Cy5-labeled cRNA from the gastric tumor sample, and the mixtures were hybridized onto 44K whole human genome DNA microarrays (Agilent Technologies) for 17 hrs at 65°C with constant rotation (10 rpm). Subsequently, the arrays were washed according to manufacturer’s instructions. The slides were scanned using an Agilent microarray scanner (G2565AA), and the images were processed using the Agilent feature extraction software AFE 9.5. GeneSpring GX v10.1 (Agilent Technologies) was used to analyze the expression profiles obtained after microarray hybridization. The feature extraction files from all the samples were uploaded to GeneSpring. Following intensity-dependent normalization (Lowess), the data was subjected to statistical analysis. A two tailed student’s t-test was used to determine significance of the differences observed between the normal and tumor samples. Benjamini Hochberg algorithm was used to compute false discovery rates. Genes were filtered based on P value threshold of 0.001 and false discovery rate of less than 1%.

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Chemosensitivity prediction in esophageal cancer cell line using oligonucleotide array

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