diff --git a/R/begin.R b/R/begin.R
index 7cd1b1d6..871ce6d8 100644
--- a/R/begin.R
+++ b/R/begin.R
@@ -51,6 +51,14 @@ getInclusionLevels <- reactive(getCategoryData()[["Inclusion levels"]])
 #' @param sep Character to separate identifiers
 getGlobal <- function(..., sep="_") sharedData[[paste(..., sep=sep)]]
 
+#' Get table of differential analyses
+#' @note Needs to be called inside reactive function
+#' @param category Character: data category (e.g. "Carcinoma 2016")
+#' 
+#' @return Data frame of differential analyses
+getDifferentialAnalyses <- function(category = getCategory())
+    getGlobal(category, "differentialAnalyses")
+
 #' Get groups from a given data type
 #' @note Needs to be called inside reactive function
 #' @param dataset Character: data set (e.g. "Clinical data")
@@ -113,10 +121,12 @@ setInclusionLevels <- function(value, category = getCategory())
 setGroupsFrom <- function(dataset, groups, category = getCategory())
     setGlobal(category, dataset, "groups", value=groups)
 
+#' Set table of differential analyses
+#' @param table Character: differential analyses table
 #' @param category Character: data category (e.g. "Carcinoma 2016")
 #' @note Needs to be called inside reactive function
-setGroupsFrom <- function(dataset, value, category = getCategory())
-    setAsGlobal(paste(category, dataset, "groups", sep = "_"), value)
+setDifferentialAnalyses <- function(table, category = getCategory())
+    setGlobal(category, "differentialAnalyses", value=table)
 
 #' Set clinical matches from a given data type
 #' @note Needs to be called inside reactive function
diff --git a/R/plots_differentialAnalysisTable.R b/R/plots_differentialAnalysisTable.R
index 4302caba..711140b1 100644
--- a/R/plots_differentialAnalysisTable.R
+++ b/R/plots_differentialAnalysisTable.R
@@ -92,32 +92,38 @@ diffAnalysisTableServer <- function(input, output, session) {
             df3 <- cbind(df2, deltaVar, deltaMed)
             df4 <- data.frame(data.matrix(df3))
             stats <- cbind(Event = rownames(df4), df4)
-            
-            # Columns to show in statistical table
-            output$showColumns <- renderUI({
-                tagList(
-                    hr(),
-                    selectizeInput(ns("columns"), "Show columns", multiple=TRUE,
-                                   choices=colnames(stats), 
-                                   selected=colnames(stats)))
-            })
-            
-            # Render statistical table with the selected columns
-            output$statsTable <- renderDataTable({
-                cols <- colnames(stats) %in% input$columns
-                stats[, cols]
-            }, options=list(pageLength=10, scrollX=TRUE))
-            
-            output$download <- downloadHandler(
-                filename = paste(getCategories(),  
-                                 "Differential splicing analyses"),
-                content = function(file)
-                    write.table(stats, file, quote=FALSE, row.names=FALSE, 
-                                sep="\t")
-            )
+            setDifferentialAnalyses(stats)
         }
         print(Sys.time() - time)
     })
+    
+    observe({
+        stats <- getDifferentialAnalyses()
+        if (is.null(stats)) return(NULL)
+        
+        # Columns to show in statistical table
+        output$showColumns <- renderUI({
+            tagList(
+                hr(),
+                selectizeInput(ns("columns"), "Show columns", multiple=TRUE,
+                               choices=colnames(stats), 
+                               selected=colnames(stats)))
+        })
+        
+        # Render statistical table with the selected columns
+        output$statsTable <- renderDataTable({
+            cols <- colnames(stats) %in% input$columns
+            stats[, cols]
+        }, options=list(pageLength=10, scrollX=TRUE))
+        
+        output$download <- downloadHandler(
+            filename = paste(getCategories(),  
+                             "Differential splicing analyses"),
+            content = function(file)
+                write.table(stats, file, quote=FALSE, row.names=FALSE, 
+                            sep="\t")
+        )
+    })
 }
 
 attr(diffAnalysisTableUI, "loader") <- "plots"