Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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RNAi profiling of human MCF-7 cells depleted for SIRT1

ABSTRACT: SIRT1 is a nuclear NAD+-dependent protein deacetylase. Expression microarray analysis was used to study the effect of SIRT1 knockdown on gene expression in MCF-7 breast cancer cells. Experiment Overall Design: SIRT1 stable knockdown was achieved using two retroviral shRNA constructs. An shRNA directed against Luciferase was used to generate the Luc control cells. Three independent biological replicates with matching Luc controls were analyzed using Affymetrix U133A 2.0 microarrays. Experiment Overall Design: These 6 samples were part of a 15-sample microarray analysis (GSE12971) examining expression regulation by SIRT1, PARP-1, PARG and macroH2A. All 15 samples were included for the following data normalization steps: data sets obtained using the GCOS software were grouped based on date of experiment and adjusted for batch effect using the parametric empirical Bayes method (Combat R); all values < 0.01 were adjusted to 0.01; the data were log2 transformed, median centered for each array, and median centered for each gene.

ORGANISM(S): Homo sapiens

SUBMITTER: Lee Kraus

PROVIDER: E-GEOD-13459 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Poly(ADP-ribose) polymerase-1 (PARP-1) and poly(ADP-ribose) glycohydrolase (PARG) are enzymes that modify target proteins in the nucleus by the addition and removal, respectively, of ADP-ribose polymers. Although a role for PARP-1 in gene regulation has been well established, the role of PARG is less clear. To investigate how PARP-1 and PARG coordinately regulate global patterns of gene expression, we used short hairpin RNAs (shRNAs) to stably knockdown PARP-1 or PARG in MCF-7 cells, followed by expression microarray analyses. Experiment Overall Design: Two shRNAs targeting Luciferase (Luc, control), PARP-1, or PARG were cloned into the pSUPER.retro vector (puro or neo resistant) and sequentially introduced into parental MCF-7 cells using a standard retroviral infection technique. Luc, PARP-1, and PARG control-matched cell lines were generated three independent times. Experiment Overall Design: Total RNA was isolated from stable Luc, PARP-1, and PARG knockdown cells was analyzed for global patterns of gene expression. Briefly, 7 Î¼g of total RNA was labeled using Affymetrix's standard one-cycle amplification and labeling protocol. The labeled cRNA was then hybridized to Affymetrix Human U133A 2.0 GeneChips, which were scanned using a GeneChip Scanner 3000. Each biological replicate (1, 2 or 3) represents a single RNA isolation from each set of cell lines. Experiment Overall Design: These 9 samples were samples were part of a 15-sample microarray analysis (GSE12971) examining expression regulation by SIRT1, PARP-1, PARG and macroH2A. All 15 samples were included for the data normalization steps. Experiment Overall Design: The raw array data was processed by Affymetrix GeneChip Operating Software (GCOS) to obtain detection calls (ABS_CALL) and signal values (VALUE_2). The signals were then normalized by scaling to a target value of 500 using GCOS. To adjust for batch effects due to day-to-day differences in RNA isolations, the empirical Bayes method was applied to the data set. After adjusting any values less than 0.01 to 0.01, the data was log2 transformed, median centered for each array, and median centered for each individual probe set (VALUE). Filters were then applied to obtain final gene lists. Experiment Overall Design: Specifically, the criteria for a gene to be considered regulated by PARP-1 or PARG was: (1) detection call flagged as present or marginal in 2 out of 3 array replicates for both control and factor knockdown cell lines and (2) significance of values between control and knockdown cell lines for any given gene had a two-tailed Studentâ??s t-test with a p-value < 0.05. To determine the genes most robustly regulated by PARP-1 or PARG, a fold change criteria was applied, namely log2 fold change > 0.5 or < -0.5 when compared to the Luc control knockdown cells.

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RNAi profiling of human MCF-7 cells depleted for SIRT1

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