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Series GSE61826 Query DataSets for GSE61826
Status Public on Sep 30, 2014
Title PARALLEL IN VIVO AND IN VITRO MELANOMA RNAi DROPOUT SCREENS
Organism Homo sapiens
Experiment type Other
Summary To identify factors preferentially necessary to drive tumor expansion we performed parallel in vitro and in vivo negative selection shRNA screens. Melanoma cells harboring shRNAs targeting several DNA Damage Response (DDR) kinases had a greater selective disadvantage in vivo than in vitro, indicating an essential contribution of these factors during tumor expansion. In growing tumors, DDR kinases were activated following hypoxia. Correspondingly, depletion or pharmacologic inhibition of DDR kinases was toxic to melanoma cells, including those that were resistant to BRAF inhibitor, and this could be enhanced by angiogenesis blockade. These results reveal that hypoxia sensitizes melanomas to targeted inhibition of the DDR and illustrate the utility of in vivo shRNA dropout screens for identification of pharmacologically tractable targets.
 
Overall design A lentivirus-based kinome shRNA library (four pools) was used to transduce 888mel cells (MOI<0.2). After puromycin selection (1μg/ml), two reference samples were collected as controls. Next, tumor cells (5x105 per injection) were either injected s.c. into 6 NSG mice or plated into 6 independent plates (5x105) for in vitro culture. Tumors were removed from the mice and genomic DNA used to recover shRNAs by PCR amplification followed by deep sequencing. Three analyses were performed independently in parallel: (1) Tumors versus cultured cells (Log2 Fold Change < -1); (2) Tumors versus references (Log2 Fold Change < -2.5) and (3) Cultured cells versus references (Log2 Fold Change < -2.5). Genes targeted with at least 2 shRNAs in each of the analysis were considered hits with an enhanced in vivo effect.
 
Contributor(s) Possik PA, Krijgsman O, Peeper DS
Citation(s) 25456132
Submission date Sep 28, 2014
Last update date May 15, 2019
Contact name Oscar Krijgsman
E-mail(s) o.krijgsman@nki.nl, oscarkrijgsman@gmail.com
Phone 31205122028
Organization name Netherlands Cancer Institute
Department Molecular Oncology and Immunology
Lab Peeper
Street address Plesmanlaan 121
City Amsterdam
State/province Outside the US or Canada
ZIP/Postal code 1066CX
Country Netherlands
 
Platforms (1)
GPL11154 Illumina HiSeq 2000 (Homo sapiens)
Samples (14)
GSM1515415 Reference sample 1
GSM1515416 Reference sample 2
GSM1515417 cultured cells sample 1 (T10)
Relations
BioProject PRJNA262511
SRA SRP048208

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE61826_Count_matrix.txt.gz 351.3 Kb (ftp)(http) TXT
SRA Run SelectorHelp
Processed data are available on Series record
Raw data are available in SRA

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