Create a nested list of plots for PRISM data with combo metrics
Source:R/helpers-prism-plotlist.R
create_PRISM_plot_list_combo.RdCreate a nested list of plots for PRISM data with combo metrics
Usage
create_PRISM_plot_list_combo(
drug1_name_vec,
drug2_name_vec,
dt_metrics,
dt_scores = NULL,
normalization_type_vec = "RV",
metric = c("xc50", "x_mean", "x_max"),
metric_scores = c("hsa_score", "bliss_score"),
fit_source = "gDR",
meta_data_path,
feat_data_path,
feature_sets,
metadata_columns = NULL,
clear_taxonomy_info = TRUE,
with_decoding = FALSE
)Arguments
- drug1_name_vec
character vector with drug names to be plotted (identifiers
DrugName)- drug2_name_vec
character vector with co-drug names to be plotted (identifiers
DrugName_2)- dt_metrics
data.tablerepresenting data from theMetricsassay, outputted bygDRutils::convert_se_assay_to_dt(se, "Metrics")and comboSummarizedExperiment- dt_scores
data.tablerepresenting data from thescoresassay, outputted bygDRutils::convert_se_assay_to_dt(se, "scores")and comboSummarizedExperiment- normalization_type_vec
character vector with normalization types to be selected one of: "GR" ("GRvalue") or "RV" ("RelativeViability") or both
- metric
character vector with names of metric; chosen from: "xc50" ("GR50" or "IC50" - respectively depending on
normalization_type), "x_max" ("GR Max" or "E Max") or "x_mean" ("GR Mean" or "RV Mean")- metric_scores
character vector with names of combo metric; chosen from: "hsa_score"("Bliss Excess GR" or "Bliss Excess RV" - respectively depending on
normalization_type), "bliss_score" ("Bliss Score GR" or "Bliss Score RV")- fit_source
string source name for metrics
- meta_data_path
string path to metadata file describing all cancer models/cell lines which are referenced by a dataset contained within the DepMap portal. It is usually a file named
Model.csvorModel.csv.gz.- feat_data_path
string path to the directory containing the molecular feature set file to load from DepMap.
- feature_sets
character vector containing the names of the molecular feature sets to load from DepMap. These names should also correspond to the file names containing the feature data (without the extension, which is assumed to be
csvorcsv.gz)- metadata_columns
character vector with the metadata columns to load for DepMap cell lines
- clear_taxonomy_info
logical flag whether to remove taxonomy information for gene names in table with the molecular feature sets from DepMap.
- with_decoding
logical whether the feature OmicsArmLevelCNA, OmicsSomaticMutationsMatrixHotspot and OmicsSomaticMutationsMatrixDamaging should be encoded into a 0-1 scheme
Value
A named list with elements:
ls_plotnested list of plots for selected type of experimentls_assoc_datanested list of table with association data
Author
Janina Smoła janina.smola@external.roche.com
Examples
mae <- qs2::qs_read(system.file("testdata/finalMAE_combo_matrix_small.qs2",
package = "gDRtestData"))
#> Loading required namespace: MultiAssayExperiment
se_combo <- mae[[gDRutils::get_supported_experiments("combo")]]
dt_metrics <- gDRutils::convert_se_assay_to_dt(se_combo, "Metrics")
#> Loading required namespace: BumpyMatrix
drug1 <- unique(dt_metrics[[gDRutils::get_env_identifiers("drug_name")]])[1]
drug2 <- unique(dt_metrics[[gDRutils::get_env_identifiers("drug_name2")]])[1]
create_PRISM_plot_list_combo(
drug1_name_vec = drug1,
drug2_name_vec = drug2,
dt_metrics = dt_metrics,
meta_data_path = system.file("depmap_data/Model.csv.gz", package = "gDRtestData"),
feat_data_path = system.file("depmap_data", package = "gDRtestData"),
feature_sets = c("CRISPRGeneEffect")
)
#> $ls_plot
#> $ls_plot$CRISPRGeneEffect
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_3.16_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.001_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.001_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.00316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.00316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.01_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.01_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.0316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.0316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.316_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.316_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_1_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_1_drug_2
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_3.16_drug_1
#>
#> $ls_plot$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_3.16_drug_2
#>
#>
#>
#>
#>
#> $ls_assoc_data
#> $ls_assoc_data$CRISPRGeneEffect
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_zero_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_zero_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_zero_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_log10_xc50_cotrt_diff_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_mean_cotrt_diff_3.16_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.001_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.001_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.00316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.00316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.01_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.01_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.0316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.0316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.316_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_0.316_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_1_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_1_drug_2
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_3.16_drug_1
#> NULL
#>
#> $ls_assoc_data$CRISPRGeneEffect$`drug_004 x drug_021`$RV$RV_gDR_x_max_cotrt_diff_3.16_drug_2
#> NULL
#>
#>
#>
#>
#>