Skip to contents

Create 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.table representing data from the Metrics assay, outputted by gDRutils::convert_se_assay_to_dt(se, "Metrics") and combo SummarizedExperiment

dt_scores

data.table representing data from the scores assay, outputted by gDRutils::convert_se_assay_to_dt(se, "scores") and combo SummarizedExperiment

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.csv or Model.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 csv or csv.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_plot nested list of plots for selected type of experiment

  • ls_assoc_data nested 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
#> 
#> 
#> 
#> 
#>