Table 1 |.
Main functions of MAGeCKFlute
Functions | Description of functions |
---|---|
mageck count | Map the raw FASTQ data to reference library file and count the reads for each sgRNA |
mageck test | MAGeCK RRA (identifying CRISPR screen hits by calculating the RRA enrichment score to indicate the essentiality of a gene) |
mageck mle | MAGeCK MLE (identifying CRISPR screen hits by calculating a ‘beta score’ for each targeted gene to measure the degree of selection after the target is perturbed) |
VISPR | Visualisation of the result of MAGeCK. |
mageck-vispr | Quality control at the FASTQ and raw count level. Includes all the functions of MAGeCK and VISPR |
BatchRemove | Remove batch effect of CRISPR screen data at the raw read count level |
mageck test/mle --cnv-norm parameter | Correct the bias caused by copy number when identifying hits with MAGeCK RRA and MAGeCK MLE. |
mageck_nest.py | Improve hit identification and remove outlier sgRNAs |
FluteRRA | Downstream analysis of the MAGeCK RRA results |
FluteMLE | Quality control at the beta score level; normalization with essential genes; identify drug treatment related hits; functional analysis |