Add boxplots to interaction plots
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@@ -358,7 +358,7 @@ generate_and_save_plots <- function(output_dir, file_name, plot_configs, grid_la
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# If grid_layout is provided, arrange plots in a grid and save in a single PDF
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if (!is.null(grid_layout)) {
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pdf(file.path(output_dir, paste0(file_name, "_grid.pdf")), width = 14, height = 9)
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pdf(file.path(output_dir, paste0(file_name, ".pdf")), width = 14, height = 9)
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# Loop through plots in chunks defined by ncol and nrow
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for (start_idx in seq(1, length(plots), by = grid_layout$ncol * grid_layout$nrow)) {
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@@ -426,7 +426,7 @@ interaction_plot_configs <- function(df, variables) {
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ifelse(variable == "r", -0.45, -4500))), label = paste("SM =", df$SM))
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)
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# Append a new plot configuration for each variable
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# Add scatter plot configuration for this variable
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plot_configs[[length(plot_configs) + 1]] <- list(
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df = df,
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x_var = "conc_num_factor",
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@@ -443,11 +443,27 @@ interaction_plot_configs <- function(df, variables) {
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x_labels = unique(as.character(df$conc_num)),
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x_label = unique(df$Drug[1])
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)
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# Add box plot configuration for this variable
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plot_configs[[length(plot_configs) + 1]] <- list(
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df = df,
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x_var = "conc_num_factor",
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y_var = variable,
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plot_type = "box",
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title = sprintf("%s %s (Boxplot)", df$OrfRep[1], df$Gene[1]),
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ylim_vals = ylim_vals,
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annotations = annotations,
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error_bar = FALSE, # Boxplots typically don't need error bars
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x_breaks = unique(df$conc_num_factor),
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x_labels = unique(as.character(df$conc_num)),
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x_label = unique(df$Drug[1])
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)
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}
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return(plot_configs)
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}
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correlation_plot_configs <- function(df, lm_list, lm_summaries) {
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lapply(seq_along(lm_list), function(i) {
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r_squared <- round(lm_summaries[[i]]$r.squared, 3)
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