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The Carcinogenome Project

ABSTRACT: We generated a large toxicogenomics resource comprising ∼11,000 expression profiles corresponding to ~500 chemicals, each annotated with carcinogenicity and genotoxicity information, and profiled in HepG2 (human hepatocellular carcinoma cell line) and MCF10A cells at multiple doses and replicates. The Platform is GPL20573: Broad Institute Human L1000 epsilon https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GPL20573 For questions or assistance with this dataset, please email the CMap support team at: clue@broadinstitute.org

ORGANISM(S): Homo sapiens

PROVIDER: GSE178201 | GEO | 2021/08/28

REPOSITORIES: GEO

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Project description:We used high density oligonucleotide arrays to measure the relative expression levels of >39,000 genes and ESTs in the NOD mouse (a murine model of T1D and other autoimmune conditions), four NOD-derived diabetes resistant congenic strains and two nondiabetic control strains. Owing to the importance of T cells in the development of T1D we decided to target two organs, the spleen and thymus. We profiled gene expression in thymi from four week old female mice and spleens from three month old female mice. For each of the 14 strain-tissue combinations (7 strains x 2 tissues) we performed two independent replicate experiments, making the total number of hybridizations performed 28. In each case, an RNA population from a pool of two or three organs was generated to minimize the chances of within strain variation masking genuine variation between the strains. To minimize any variation introduced during target preparation, all samples within a given replicate group were processed in parallel. Three samples from group two (spleen: B10.H2g7_S2 http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=gsm594 (GSM594); thymus: B10.H2g7_T2 http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=gsm608 (GSM608), B10.H2g7 Idd3_T2 http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=gsm609 (GSM609)) and one from group one (spleen B10.H2g7_S1 http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=gsm587 (GSM587) failed a preliminary quality control check. Consequently, the steps involved in preparing labelled cRNA from the initial starting material had to be repeated for these four samples at a later date. A subsequent comparison of the variation seen between samples within the same replicate group (samples processed in parallel) versus samples in distinct replicate groups (samples processed at different times) revealed that the variation between the two groups (i.e. owing to independent sample preparation) was higher than the small amount of variation between the closely matched strains. Ignoring the variability introduced during sample preparation was therefore likely to result in spurious changes being detected and genuine strain-specific differences in gene expression being masked. Consequently, we decided to exclude the four samples that had had to be prepared independently owing to failing initial quality control. Keywords = NOD, diabetes, congenic Keywords: other

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The Carcinogenome Project

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