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sci-Plex-GxE

sci-Plex-GxE is a platform for combined single-cell genetic and chemical screening at scale. This github repository documens processing pipelines and analysis scripts, including files used for data generation, analysis and interpretation.

Contents

Data and data processing scripts

The data presented in our manuscript are derived from one of 4 single-cell screens. All raw and processed files can be found on the National Center for Biotechnology Information Gene Expression Ominibus (NCBI GEO) repository under series GSE225775.

Name Experiment GEO Accession Analysis Scripts
sciPlexGxE_1 HPRT1 & MMR GxE Screens GSM7056148 HPRT1_MMR_GxE_screen
sciPlexGxE_2 Kinome GxE Screen GSM7056149 Kinome_GxE_screen
sciPlex_3 GSC Chemical Genomic Screen GSM7056150 GSC_chemical_screen
sciPlex_4 Combinatorial Chemical Genomic Screen GSM7056151 combinatorial_chemical_screen
Data processing and analysis

The scripts and code to process the data can be found in the process_from_raw folder. The scripts and code to analyze the data can be found in the folders for each experiment. To access all files and functions used in this study, also download the sci-Plex github repository from Srivatsan, McFaline-Figueroa and Ramani et al. Science 2020.