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Allow filtering by rank
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parent
667eb8f2a3
commit
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4 changed files with 107 additions and 32 deletions
90
R/filters.R
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90
R/filters.R
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@ -0,0 +1,90 @@
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# Construct UI for the filter editor.
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filters_ui <- function(id) {
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verticalLayout(
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h3("Filter criteria"),
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uiOutput(NS(id, "n_species_slider")),
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checkboxInput(
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NS(id, "filter_score"),
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span(
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"Cut-off score",
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style = "font-weight: bold"
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),
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value = TRUE
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),
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sliderInput(
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NS(id, "cut_off_score"),
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label = NULL,
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post = "%",
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min = 0,
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max = 100,
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step = 1,
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value = 50
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),
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checkboxInput(
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NS(id, "filter_rank"),
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span(
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"Maximum number of genes",
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style = "font-weight: bold"
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),
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value = FALSE
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),
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sliderInput(
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NS(id, "max_rank"),
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label = NULL,
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min = 0,
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max = 5000,
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step = 50,
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value = 2000
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)
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)
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}
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# Construct server for the filter editor.
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#
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# @param preset A reactive containing the preset to apply.
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#
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# @return A reactive containing the filter values `n_species`, `cut_off_score`
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# and `max_rank` as well as the name of the filter to apply (`filter`).
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filters_server <- function(id, preset) {
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moduleServer(id, function(input, output, session) {
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output$n_species_slider <- renderUI({
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sliderInput(
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session$ns("n_species"),
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"Required number of species per gene",
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min = 0,
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max = length(preset()$species_ids),
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step = 1,
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value = 10
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)
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})
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filter <- reactiveVal("score")
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observeEvent(input$filter_score, {
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if (input$filter_score) {
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updateCheckboxInput(session, "filter_rank", value = FALSE)
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shinyjs::enable("cut_off_score")
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shinyjs::disable("max_rank")
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filter("score")
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}
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})
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observeEvent(input$filter_rank, {
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if (input$filter_rank) {
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updateCheckboxInput(session, "filter_score", value = FALSE)
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shinyjs::enable("max_rank")
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shinyjs::disable("cut_off_score")
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filter("rank")
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}
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})
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reactive({
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list(
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n_species = input$n_species,
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filter = filter(),
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cut_off_score = input$cut_off_score,
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max_rank = input$max_rank
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)
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})
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})
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}
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@ -9,11 +9,8 @@
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#
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# @param results Results to display.
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# @param reference_gene_ids IDs of reference genes.
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# @param cutoff Cut-off score.
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rank_plot <- function(results, reference_gene_ids, cutoff) {
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first_not_included_rank <- results[score < cutoff, min(rank)]
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last_rank <- results[, .N]
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# @param max_rank Last rank of the included genes.
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rank_plot <- function(results, reference_gene_ids, max_rank) {
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plot <- plotly::plot_ly() |> plotly::add_trace(
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data = results,
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x = ~rank,
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@ -35,6 +32,9 @@ rank_plot <- function(results, reference_gene_ids, cutoff) {
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yaxis = list(title = "Score")
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)
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first_not_included_rank <- max_rank + 1
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last_rank <- results[, .N]
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if (first_not_included_rank <= last_rank) {
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plot <- plot |> plotly::layout(
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shapes = list(
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27
R/server.R
27
R/server.R
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@ -9,18 +9,7 @@ js_link <- DT::JS("function(row, data) {
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server <- function(input, output, session) {
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preset <- preset_editor_server("preset_editor")
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# Show the customized slider for setting the required number of species.
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output$n_species_slider <- renderUI({
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sliderInput(
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"n_species",
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"Required number of species per gene",
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min = 0,
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max = length(preset()$species_ids),
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step = 1,
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value = 10
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)
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})
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filters <- filters_server("filters", preset)
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# Compute the results according to the preset.
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analysis <- reactive({
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@ -54,15 +43,21 @@ server <- function(input, output, session) {
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setkey(genes_n_species, gene)
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# Exclude genes with too few species.
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results[genes_n_species[gene, n_species] >= input$n_species]
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results[genes_n_species[gene, n_species] >= filters()$n_species]
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})
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# Rank the results.
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results <- methods_server("methods", analysis)
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# Apply the cut-off score to the ranked results.
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# Apply the filters.
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results_filtered <- reactive({
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results()[score >= input$cutoff / 100]
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filters <- filters()
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if (filters$filter == "score") {
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results()[score >= filters$cut_off_score / 100]
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} else {
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results()[rank <= filters$max_rank]
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}
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})
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output$genes <- DT::renderDT({
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@ -168,7 +163,7 @@ server <- function(input, output, session) {
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rank_plot(
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results(),
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preset()$reference_gene_ids,
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input$cutoff / 100
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results_filtered()[, max(rank)]
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)
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})
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12
R/ui.R
12
R/ui.R
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@ -6,17 +6,7 @@ ui <- fluidPage(
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sidebarPanel(
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width = 3,
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preset_editor_ui("preset_editor"),
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h3("Filter criteria"),
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uiOutput("n_species_slider"),
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sliderInput(
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"cutoff",
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"Cut-off score",
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post = "%",
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min = 0,
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max = 100,
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step = 1,
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value = 50
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),
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filters_ui("filters"),
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methods_ui("methods")
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),
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mainPanel(
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