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@@ -186,7 +186,10 @@ calculate_summary_stats <- function(df, variables, group_vars) {
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return(list(summary_stats = summary_stats, df_with_stats = df_with_stats))
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}
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-calculate_interaction_scores <- function(df, max_conc, variables, group_vars) {
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+calculate_interaction_scores <- function(df, max_conc) {
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+
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+ variables <- c("L", "K", "r", "AUC")
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+ group_vars <- c("OrfRep", "Gene", "num")
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# Calculate total concentration variables
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total_conc_num <- length(unique(df$conc_num))
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@@ -206,6 +209,7 @@ calculate_interaction_scores <- function(df, max_conc, variables, group_vars) {
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AUC = df %>% filter(conc_num == 0) %>% pull(sd_AUC) %>% first()
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)
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+ # Calculate per spot
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stats <- calculate_summary_stats(df,
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variables = variables,
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group_vars = c("OrfRep", "Gene", "num", "conc_num", "conc_num_factor")
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@@ -1282,14 +1286,14 @@ main <- function() {
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ungroup()
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message("Calculating reference strain interaction scores")
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- reference_results <- calculate_interaction_scores(reference_strain, max_conc, group_vars = c("OrfRep", "Gene", "num"))
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+ reference_results <- calculate_interaction_scores(reference_strain, max_conc)
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zscores_calculations_reference <- reference_results$calculations
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zscores_interactions_reference <- reference_results$interactions
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zscores_calculations_reference_joined <- reference_results$calculations_joined
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zscores_interactions_reference_joined <- reference_results$interactions_joined
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message("Calculating deletion strain(s) interactions scores")
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- deletion_results <- calculate_interaction_scores(deletion_strains, max_conc, group_vars = c("OrfRep", "Gene", "num"))
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+ deletion_results <- calculate_interaction_scores(deletion_strains, max_conc)
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zscores_calculations <- deletion_results$calculations
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zscores_interactions <- deletion_results$interactions
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zscores_calculations_joined <- deletion_results$calculations_joined
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