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ranking: Add plot method
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56
R/ranking.R
56
R/ranking.R
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@ -37,6 +37,62 @@ ranking <- function(analysis, weights) {
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)
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}
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#' S3 method for plotting a ranking.
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#'
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#' @param gene_sets A list of gene sets (containing vectors of gene IDs) that
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#' will be highlighted in the plot.
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#' @param labels Labels for the gene sets.
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#'
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#' @seealso ranking()
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#'
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#' @export
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plot.geposan_ranking <- function(ranking, gene_sets = NULL, labels = NULL) {
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if (!requireNamespace("plotly", quietly = TRUE)) {
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stop("Please install \"plotly\" to use this function.")
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}
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plot <- plotly::plot_ly() |>
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plotly::add_trace(
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data = ranking,
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x = ~rank,
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y = ~score,
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color = "All genes",
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type = "scatter",
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mode = "markers",
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hoverinfo = "skip"
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) |>
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plotly::layout(
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xaxis = list(title = "Rank"),
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yaxis = list(title = "Score")
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)
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if (length(gene_sets) > 0) {
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# Take out the genes to be highlighted.
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gene_set_data <- ranking[gene %chin% unlist(gene_sets)]
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# Add labels for each gene set.
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for (i in seq_along(gene_sets)) {
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gene_set_data[gene %chin% gene_sets[[i]], label := labels[i]]
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}
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# Include gene information which will be used for laebling
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gene_set_data <- merge(gene_set_data, genes, by.x = "gene", by.y = "id")
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plot <- plot |> plotly::add_trace(
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data = gene_set_data,
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x = ~rank,
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y = ~score,
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color = ~label,
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text = ~name,
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type = "scatter",
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mode = "markers",
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marker = list(size = 20)
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)
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}
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plot
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}
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#' Find the best weights to rank the results.
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#'
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#' This function finds the optimal parameters to [ranking()] that result in the
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