From 8f24626599477faf1c096cfd6a64aceb21dedb80 Mon Sep 17 00:00:00 2001 From: Ali Date: Tue, 7 Apr 2026 10:37:39 +0200 Subject: [PATCH 1/8] add tests for normalisation plotting tool --- tests/testthat/test_plot_normalisation.R | 198 +++++++++++++++++++++++ 1 file changed, 198 insertions(+) create mode 100644 tests/testthat/test_plot_normalisation.R diff --git a/tests/testthat/test_plot_normalisation.R b/tests/testthat/test_plot_normalisation.R new file mode 100644 index 0000000..941414c --- /dev/null +++ b/tests/testthat/test_plot_normalisation.R @@ -0,0 +1,198 @@ +testthat::test_that("prepare_df_long reshapes data and standardises columns", { + df <- data.frame( + injection_order = c(2, 1, 3), + qc_flag = c(TRUE, FALSE, TRUE), + batch_id = c("b1", "b1", "b2"), + plate_id = c("p1", "p2", "p1"), + feat1 = c(10, 20, 30), + feat2 = c(100, 200, 300) + ) + + out <- prepare_df_long( + df = df, + target_cols = c("feat1", "feat2"), + run_order = "injection_order", + is_qc = "qc_flag", + batch = "batch_id", + plate = "plate_id" + ) + + testthat::expect_s3_class(out, "data.frame") + testthat::expect_equal( + sort(names(out)), + sort(c( + "injection_order", "qc_flag", "batch_id", "plate_id", + "feature", "value", "run_order", "is_qc", "batch", "plate" + )) + ) + testthat::expect_equal(nrow(out), 6) + testthat::expect_true(is.numeric(out$run_order)) + testthat::expect_true(is.logical(out$is_qc)) + testthat::expect_s3_class(out$batch, "factor") + testthat::expect_s3_class(out$plate, "factor") + testthat::expect_equal(out$run_order, c(1, 1, 2, 2, 3, 3)) + testthat::expect_setequal(unique(out$feature), c("feat1", "feat2")) +}) + +testthat::test_that("prepare_df_long uses defaults when qc, batch, and plate are NULL", { + df <- data.frame( + injection_order = c(2, 1), + feat1 = c(10, 20) + ) + + out <- prepare_df_long( + df = df, + target_cols = "feat1", + run_order = "injection_order", + is_qc = NULL, + batch = NULL, + plate = NULL + ) + + testthat::expect_equal(nrow(out), 2) + testthat::expect_identical(out$is_qc, c(FALSE, FALSE)) + testthat::expect_equal(levels(out$batch), "all") + testthat::expect_equal(levels(out$plate), "all") + testthat::expect_equal(out$run_order, c(1, 2)) +}) + +testthat::test_that("plot_scatter_normalization returns a ggplot object", { + df_long <- data.frame( + run_order = c(1, 2, 3, 4), + value = c(10, 11, 20, 21), + feature = c("feat1", "feat1", "feat2", "feat2"), + is_qc = c(TRUE, FALSE, TRUE, FALSE), + batch = factor(c("b1", "b1", "b2", "b2")), + plate = factor(c("p1", "p1", "p2", "p2")) + ) + + p <- plot_scatter_normalization( + df_long = df_long, + title = "Test plot", + batch = "batch", + point_size = 1 + ) + + testthat::expect_s3_class(p, "ggplot") +}) + +testthat::test_that("plot_scatter_normalization adds batch boundary lines when batch is given", { + df_long <- data.frame( + run_order = c(1, 2, 3, 4), + value = c(10, 11, 20, 21), + feature = c("feat1", "feat1", "feat2", "feat2"), + is_qc = c(TRUE, FALSE, TRUE, FALSE), + batch = factor(c("b1", "b1", "b2", "b2")), + plate = factor(c("p1", "p1", "p2", "p2")) + ) + + p <- plot_scatter_normalization( + df_long = df_long, + batch = "batch" + ) + + layer_classes <- vapply( + p$layers, + function(x) class(x$geom)[1], + character(1) + ) + + testthat::expect_true("GeomVline" %in% layer_classes) +}) + +testthat::test_that("plot_scatter_normalization does not add batch lines when batch is NULL", { + df_long <- data.frame( + run_order = c(1, 2), + value = c(10, 20), + feature = c("feat1", "feat1"), + is_qc = c(TRUE, FALSE), + batch = factor(c("b1", "b1")), + plate = factor(c("p1", "p1")) + ) + + p <- plot_scatter_normalization( + df_long = df_long, + batch = NULL + ) + + layer_classes <- vapply( + p$layers, + function(x) class(x$geom)[1], + character(1) + ) + + testthat::expect_false("GeomVline" %in% layer_classes) +}) + +testthat::test_that("plot_normalization_comparison returns a single ggplot without comparison data", { + df <- data.frame( + injection_order = c(1, 2, 3), + qc_flag = c(TRUE, FALSE, FALSE), + batch_id = c("b1", "b1", "b2"), + plate_id = c("p1", "p1", "p2"), + feat1 = c(10, 20, 30) + ) + + p <- plot_normalization_comparison( + df = df, + target_cols = "feat1", + run_order = "injection_order", + is_qc = "qc_flag", + batch = "batch_id", + plate = "plate_id" + ) + + testthat::expect_s3_class(p, "ggplot") +}) + +testthat::test_that("plot_normalization_comparison returns a patchwork object with comparison data", { + df <- data.frame( + injection_order = c(1, 2, 3), + qc_flag = c(TRUE, FALSE, FALSE), + batch_id = c("b1", "b1", "b2"), + plate_id = c("p1", "p1", "p2"), + feat1 = c(10, 20, 30) + ) + + df_comp <- data.frame( + injection_order = c(1, 2, 3), + qc_flag = c(TRUE, FALSE, FALSE), + batch_id = c("b1", "b1", "b2"), + plate_id = c("p1", "p1", "p2"), + feat1 = c(11, 19, 31) + ) + + p <- plot_normalization_comparison( + df = df, + df_comp = df_comp, + target_cols = "feat1", + run_order = "injection_order", + is_qc = "qc_flag", + batch = "batch_id", + plate = "plate_id" + ) + + testthat::expect_true(inherits(p, "patchwork")) +}) + +testthat::test_that("plot_normalization_comparison sets default titles when comparison is supplied", { + df <- data.frame( + injection_order = c(1, 2), + qc_flag = c(TRUE, FALSE), + batch_id = c("b1", "b1"), + plate_id = c("p1", "p1"), + feat1 = c(10, 20) + ) + + p <- plot_normalization_comparison( + df = df, + df_comp = df, + target_cols = "feat1", + run_order = "injection_order", + is_qc = "qc_flag", + batch = "batch_id", + plate = "plate_id" + ) + + testthat::expect_true(inherits(p, "patchwork")) +}) \ No newline at end of file From 082612e2186c2fc03e001cc7499788ea04e9d63c Mon Sep 17 00:00:00 2001 From: Ali Date: Tue, 7 Apr 2026 10:39:13 +0200 Subject: [PATCH 2/8] improve SERRF progress output print outs --- R/normalization_SERRF.R | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/R/normalization_SERRF.R b/R/normalization_SERRF.R index 3498953..0b6f0ce 100644 --- a/R/normalization_SERRF.R +++ b/R/normalization_SERRF.R @@ -75,9 +75,14 @@ normalise_SERRF <- function(df, target_cols = NULL, is_qc = NULL, strata_col = N corrs_target[[batch]] <- cor(target, method = "spearman") } - # ---- Normalize Each Feature ---- + n <- length(target_cols) + step <- max(1, floor(n / 10)) + for (j in seq_along(target_cols)) { - if (j %% 250 == 1) cat(j, "out of ", length(target_cols), " features normalised\n") + if (j %% step == 1 || j == n) { + pct <- round(100 * j / n) + cat(j, "out of", n, "features normalised (", pct, "%)\n") + } feature_name <- target_cols[j] for (batch in batch_levels) { From dd50c0d6d4c39c28c318a192093a72a0a9e4e564 Mon Sep 17 00:00:00 2001 From: Ali Date: Tue, 7 Apr 2026 10:40:58 +0200 Subject: [PATCH 3/8] plotting normalization comparison: update roxygen, factorise helper functions as standalone funcs --- R/plot_normalization_comparison.R | 571 ++++++++++++++++++------------ 1 file changed, 339 insertions(+), 232 deletions(-) diff --git a/R/plot_normalization_comparison.R b/R/plot_normalization_comparison.R index 654ba96..440b53b 100644 --- a/R/plot_normalization_comparison.R +++ b/R/plot_normalization_comparison.R @@ -1,253 +1,360 @@ -#' Plot feature values before/after normalization by run order +#' Plot feature values by run order for reference and comparison data #' #' @description -#' This function visualizes the effect of normalization (e.g., SERRF) on -#' omics feature values across batches and plates. It creates scatter plots of feature values -#' over **run order** for a set of target features, highlighting QC vs. non‑QC sample, -#' optionally with batch boundaries indicated by vertical dotted lines and points colored by plate. -#' If `df_after` is supplied, the function returns a side‑by‑side comparison (before vs. after normalization) -#' with a shared legend. Otherwise, it returns only the "before" plot. +#' Visualise omics feature values across run order for a set of target +#' features, highlighting QC versus non-QC samples. The function is +#' designed to assess technical variation associated with run order and +#' to evaluate the influence of stratification factors such as plate or +#' batch on feature measurements. It generates scatter plots of feature +#' values over run order, optionally colouring points by plate and marking +#' batch boundaries with vertical dotted lines. +#' +#' If `df_comp` is supplied, the function returns a side-by-side comparison +#' of the reference and comparison data with a shared legend. Otherwise, it +#' returns only the reference plot. This feature can be used to assess the +#' effect of post-processing on the data (for example, normalisation). #' -#' @param df_before A data frame containing the data **before preprocessing**. -#' Must include the columns referenced by `target_cols` and the column named in -#' `run_order`. Optionally includes columns named in `batch` and/or `plate`. -#' @param df_after An optional data frame containing the data **after preprocessing**. -#' If provided, must include the columns referenced by `target_cols` and the column named -#' in `run_order`. Optionally includes columns named in `batch` and/or `plate`. Default: `NULL`. -#' @param target_cols Feature columns to normalize. Character vector or selector -#' passed to `resolve_target_cols`). These columns are pivoted to long format and faceted -#' (one facet per feature). -#' @param is_qc_before Logical vector (length `nrow(df_before)`) indicating which rows are -#' QC samples (`TRUE`) vs. regular samples (`FALSE`) in the data before preprocessing. -#' Used to control point shape and size. -#' @param is_qc_after Optional logical vector (length `nrow(df_before)`) indicating which rows are -#' QC samples (`TRUE`) vs. regular samples (`FALSE`) in the data after preprocessing. -#' Required if `df_after` is provided. Default: `NULL`. -#' @param batch Optional string giving the **name of the column** in `df_before`/`df_after` -#' that encodes batch membership (e.g., `"batch_id"`). If provided, vertical dotted -#' lines mark batch boundaries (computed from the maximum run order per batch). -#' If `NULL`, all samples are treated as a single batch and no boundary lines are drawn. -#' Default: `NULL`. -#' @param plate Optional string giving the **name of the column** in `df_before`/`df_after` -#' that encodes plate ID. If provided, points are colored by plate. If `NULL`, -#' all points use a single color label `"all"`. Default: `NULL`. -#' @param run_order String giving the **name of the column** that encodes the -#' run order. This column is coerced to numeric and used as the x‑axis, -#' and the data are sorted by this column prior to plotting. -#' @param title_before Title for the "before" panel/plot. Default: `"Before normalization"`. -#' @param title_after Title for the "after" panel/plot. Default: `"After normalization"`. +#' @param df A data frame containing the reference data. It must include the +#' columns referenced by `target_cols` and the column named in +#' `run_order`. It may also include columns named in `batch` and `plate`. +#' @param target_cols Character vector giving the feature columns to plot. +#' These columns are pivoted to long format and faceted with one panel per +#' feature. +#' @param is_qc Optional character scalar specifying the QC indicator +#' column. If \code{NULL}, all samples are treated as non-QC. +#' @param run_order Character scalar giving the name of the column encoding +#' run order. This column is coerced to numeric and used as the x-axis. +#' @param df_comp Optional data frame containing comparison data, for example +#' normalised values. If provided, it must include the columns referenced by +#' `target_cols` and the column named in `run_order`. It may also include +#' columns named in `batch` and `plate`. Default is `NULL`. +#' @param batch Optional character scalar giving the name of the column +#' encoding batch membership. If provided, vertical dotted lines are drawn +#' at the end of each batch. If `NULL`, all samples are treated as a single +#' batch and no boundary lines are drawn. Default is `NULL`. +#' @param plate Optional character scalar giving the name of the column +#' encoding plate membership. If provided, points are coloured by plate. If +#' `NULL`, all points are assigned to a single plate level `"all"`. +#' Default is `NULL`. +#' @param title_ref Optional title for the reference plot. If `df_comp` is not +#' `NULL` and `title_ref` is `NULL`, the default title is `"Reference"`. +#' Default is `NULL`. +#' @param title_comp Optional title for the comparison plot. If `df_comp` is +#' not `NULL` and `title_comp` is `NULL`, the default title is +#' `"Comparison"`. Default is `NULL`. +#' @param point_size Numeric scalar giving the base point size for non-QC +#' samples. QC points are drawn one unit larger. Default is `1`. #' #' @details #' Internally, the function: -#' - Selects columns `{batch, plate, run_order} ∪ target_cols` if present (using -#' `dplyr::any_of` for optional columns and `dplyr::all_of` for required features). -#' - Adds an `is_qc` flag and pivots features to long format (`feature`, `value`). -#' - Coerces `run_order` to numeric and orders rows accordingly. -#' - Creates a scatter plot (`value` vs. `run_order`), faceted by `feature` -#' (`scales = "free_y"`), with: -#' * Color mapped to `plate` (rainbow palette if multiple plates; grey if single plate), -#' * Shape and size mapped to `is_qc` (QC = filled circle, larger; Sample = triangle, smaller), -#' * Optional vertical dotted lines at batch boundaries (end of each batch). -#' - If `df_after` is provided, returns a side‑by‑side comparison (before | after) -#' using `patchwork::plot_layout(guides = "collect")` to share the legend. -#' -#' **Inputs as column names (strings):** `batch`, `plate`, and `run_order` are -#' expected to be **character scalars naming columns** in the data frames, not vectors. +#' \itemize{ +#' \item Selects the columns `{batch, plate, run_order} \eqn{\cup} +#' target_cols`, using `dplyr::any_of()` for optional columns and +#' `dplyr::all_of()` for required feature columns. +#' \item Adds an `is_qc` flag and pivots the data to long format with +#' columns `feature` and `value`. +#' \item Coerces the run-order column to numeric and sorts rows by run +#' order. +#' \item Creates a scatter plot of `value` versus `run_order`, faceted by +#' feature with `scales = "free_y"`. +#' \item Maps point colour to plate, shape to QC status, alpha to QC +#' status, and size to QC status. +#' \item Uses a rainbow palette when multiple plate levels are present and +#' `"grey40"` when only one plate level is present. +#' \item Optionally adds vertical dotted lines at the maximum run order +#' within each batch. +#' \item If `df_comp` is provided, combines the reference and comparison +#' plots with `patchwork::wrap_plots()` and collects guides into a shared +#' legend. +#' } #' -#' **Optional columns:** If `batch` or `plate` is `NULL`, a placeholder factor -#' `"all"` is used; if `batch` is `NULL`, no boundary lines are drawn. +#' QC samples are shown as filled circles and non-QC samples as triangles. +#' Non-QC samples are also plotted with lower alpha. #' #' @return -#' Invisibly returns a **patchwork/ggplot object**: -#' - If `df_after` is `NULL`: a single plot for the "before" data (with legend). -#' - Otherwise: a two‑panel (before | after) plot with a shared legend on the right. +#' Invisibly returns a plot object: +#' \itemize{ +#' \item If `df_comp` is `NULL`, a single `ggplot2` plot for the reference +#' data. +#' \item Otherwise, a combined `patchwork` plot with the reference and +#' comparison plots shown side by side and a shared legend. +#' } #' -#' @credits Original version developed by Carlota Castro Espin. -#' This version contains modifications by Felix Boekstegers. -#' -#' @examples -#' \dontrun{ -# library(dplyr) -# library(tidyr) -# library(ggplot2) -# library(patchwork) -# -# # Minimal reproducible example -# set.seed(1) -# n <- 60 -# n_batch <- 2 -# n_plate_per_batch <- 2 -# df_before <- data.frame( -# #batch_id = rep(letters[1:3], each = 20), -# #plate_id = rep(c("P1", "P2"), length.out = n), -# plate_id = factor(sample(seq_len(n_plate_per_batch*n_batch), n, replace = TRUE)), -# F1 = rnorm(n, 100, 10), -# F2 = rnorm(n, 500, 30), -# F3 = rnorm(n, 50, 3) -# ) -# df_before <- df_before[order(df_before$plate_id),] -# df_before$run_ord <- seq_len(n) -# df_before$batch_id <- (as.integer(df_before$plate_id) - 1L) %/% n_plate_per_batch + 1L -# is_qc_before <- rep(c(TRUE, FALSE), length.out = n) -# -# # Before only -# p1 <- plot_normalization_comparison( -# df_before = df_before, -# df_after = NULL, -# target_cols = c("F1", "F2","F3"), -# is_qc_before = is_qc_before, -# is_qc_after = NULL, -# batch = "batch_id", -# plate = "plate_id", -# run_order = "run_ord" -# ) -# p1 -# -# # With an "after" data frame (e.g., normalized values) -# df_after <- df_before %>% -# mutate( -# F1 = log1p(F1), -# F2 = log1p(F2), -# F3 = log1p(F3) -# ) %>% OmicsProcessing::normalise_SERRF( -# target_cols = "F", -# is_qc = is_qc_before, -# strata_col = "batch_id", -# num_screen_SERRF = 2 -# ) %>% -# dplyr::mutate(across( -# tidyselect::all_of(c("F1","F2","F3")), -# ~ as.numeric(scale(.)), -# .names = "{.col}" -# )) -# -# is_qc_after <- is_qc_before -# -# p2 <- plot_normalization_comparison( -# df_before = df_before, -# df_after = df_after, -# target_cols = c("F1", "F2","F3"), -# is_qc_before = is_qc_before, -# is_qc_after = is_qc_after, -# batch = "batch_id", -# plate = "plate_id", -# run_order = "run_ord" -# ) -# p2 -# } +#' @author +#' Original version developed by Carlota Castro Espin. Modified by Felix +#' Boekstegers. +plot_normalization_comparison <- function( + df, + target_cols, + run_order, + is_qc = NULL, + batch = NULL, + plate = NULL, + title_ref = NULL, + df_comp = NULL, + title_comp = NULL, + point_size = 1 +) { + if (!is.null(df_comp)) { + if (is.null(title_ref)) title_ref <- "Reference" + if (is.null(title_comp)) title_comp <- "Comparison" + } + + df_long_ref <- prepare_df_long( + df = df, + target_cols = target_cols, + run_order = run_order, + is_qc = is_qc, + batch = batch, + plate = plate + ) + + p_ref <- plot_scatter_normalization( + df_long = df_long_ref, + title = title_ref, + batch = batch, + point_size = point_size + ) + + if (is.null(df_comp)) { + p_ref <- p_ref + + ggplot2::theme( + legend.position = "right", + legend.key.size = grid::unit(1.2, "lines"), + legend.text = ggplot2::element_text(size = 11), + legend.title = ggplot2::element_text(size = 12) + ) + + ggplot2::guides( + color = ggplot2::guide_legend( + override.aes = list(size = 4) + ) + ) + + return(invisible(p_ref)) + } + + df_long_comp <- prepare_df_long( + df = df_comp, + target_cols = target_cols, + run_order = run_order, + is_qc = is_qc, + batch = batch, + plate = plate + ) + + p_comp <- plot_scatter_normalization( + df_long = df_long_comp, + title = title_comp, + batch = batch, + point_size = point_size + ) + + combined_plot <- patchwork::wrap_plots( + p_ref, + p_comp, + ncol = 2, + guides = "collect" + ) & + ggplot2::theme( + legend.position = "right", + legend.key.size = grid::unit(1.2, "lines"), + legend.text = ggplot2::element_text(size = 11), + plot.background = ggplot2::element_rect(fill = NA, colour = NA), + panel.background = ggplot2::element_rect(fill = NA, colour = NA), + legend.title = ggplot2::element_text(size = 12) + ) & + ggplot2::guides( + color = ggplot2::guide_legend( + override.aes = list(size = 4) + ) + ) + + invisible(combined_plot) +} + + +#' Prepare long-format data for normalisation plots +#' +#' Reshapes a wide data frame of feature intensities into long format +#' suitable for plotting against run order. Adds standardised columns for +#' run order, feature name, value, QC status, batch, and plate. +#' +#' @param df A data frame containing feature measurements and metadata. +#' @param target_cols Character vector of feature column names to include. +#' @param run_order Character scalar specifying the run order column. +#' @param is_qc Optional character scalar specifying the QC indicator +#' column. If \code{NULL}, all samples are treated as non-QC. +#' @param batch Optional character scalar specifying the batch column. +#' If \code{NULL}, a single batch level \code{"all"} is used. +#' @param plate Optional character scalar specifying the plate column. +#' If \code{NULL}, a single plate level \code{"all"} is used. #' +#' @return A long-format \code{data.frame} with columns: +#' \describe{ +#' \item{run_order}{Numeric run order.} +#' \item{feature}{Feature name.} +#' \item{value}{Feature intensity.} +#' \item{is_qc}{Logical QC indicator.} +#' \item{batch}{Factor batch assignment.} +#' \item{plate}{Factor plate assignment.} +#' } +#' +#' @examples +#' df_long <- prepare_df_long( +#' df = df, +#' target_cols = c("feat1", "feat2"), +#' run_order = "injection_order", +#' is_qc = "qc_flag", +#' batch = "batch", +#' plate = "plate" +#' ) +prepare_df_long <- function( + df, + target_cols, + run_order, + is_qc = NULL, + batch = NULL, + plate = NULL +) { + df_long <- df %>% + dplyr::select( + dplyr::any_of(c(batch, plate, run_order, is_qc)), + dplyr::all_of(target_cols) + ) %>% + tidyr::pivot_longer( + cols = dplyr::all_of(target_cols), + names_to = "feature", + values_to = "value" + ) + + df_long$run_order <- as.numeric(df_long[[run_order]]) -plot_normalization_comparison <- function(df_before, - df_after = NULL, - target_cols, - is_qc_before, - is_qc_after = NULL, - batch = NULL, - plate = NULL, - run_order, - title_before = "Before normalization", - title_after = "After normalization") { - - prepare_df_long <- function(df, is_qc) { - df_long <- df %>% - dplyr::select(any_of(c(batch, plate, run_order)), all_of(target_cols)) %>% - dplyr::mutate(is_qc = is_qc) %>% - tidyr::pivot_longer(cols = all_of(target_cols),names_to = "feature", values_to = "value") - - df_long$run_order <- as.numeric(df_long[[run_order]]) - df_long <- df_long %>% - arrange(run_order) - - if(is.null(batch)){ - df_long$batch <- factor("all") - } else { - df_long$batch <- factor(df_long[[batch]]) - } - if(is.null(plate)){ - df_long$plate <- factor("all") - } else { - df_long$plate <- factor(df_long[[plate]]) - } - return(df_long) + df_long <- df_long %>% + dplyr::arrange(.data$run_order) + + # QC handling (column or default) + if (is.null(is_qc)) { + df_long$is_qc <- FALSE + } else { + df_long$is_qc <- as.logical(df_long[[is_qc]]) } - - plot_scatter <- function(df_long, title) { - - if (is.null(batch)) { - batch_boundaries <- NULL - } else { - batch_boundaries <- df_long %>% - dplyr::group_by(batch) %>% - dplyr::summarise(max_run = max(run_order, na.rm = TRUE)) %>% - dplyr::pull(max_run) - } - - num_plates <- length(unique(df_long$plate)) - plate_colors <- if (num_plates > 1) grDevices::rainbow(num_plates) else "grey40" - - fig <- ggplot(df_long, aes(x = run_order, y = value, color = plate, shape = is_qc, size = is_qc)) + - geom_point(alpha = 0.5) + - facet_wrap(~feature, ncol = 1, scales = "free_y") + - scale_color_manual(values = plate_colors) + - scale_shape_manual( - name = "SampleType", - values = c(`TRUE` = 16, `FALSE` = 17), # 16=circle, 17=triangle - breaks = c(TRUE, FALSE), - labels = c("QC", "Sample") - ) + - scale_size_manual( - values = c(`TRUE` = 3, `FALSE` = 1), - guide = "none" - ) + - labs(title = title, - x = "Run order", y = "Feature intensity", color = "Plate") + - theme_minimal(base_size = 9) + - theme(panel.grid.major.x = element_blank(), - axis.text.x = element_text(angle = 45, hjust = 1), - legend.position = "bottom") - - if (!is.null(batch)) { - fig <- fig + - ggplot2::geom_vline(xintercept = batch_boundaries[!is.na(batch_boundaries)] + 0.5, - color = "black", linetype = "dotted", linewidth = 0.5) - } - - return(fig) + + # Batch handling + if (is.null(batch)) { + df_long$batch <- factor("all") + } else { + df_long$batch <- factor(df_long[[batch]]) } - - df_long_before <- prepare_df_long(df_before, is_qc_before) - p_before <- plot_scatter(df_long_before, title_before) - - # If no df_after is given, return only p_before + legend - if (is.null(df_after)) { - combined_plot <- (p_before) & - theme( - legend.position = "right", - legend.key.size = unit(1.2, "lines"), - legend.text = element_text(size = 11), - legend.title = element_text(size = 12) - ) & - guides(color = guide_legend(override.aes = list(size = 4))) - return(invisible(combined_plot)) + + # Plate handling + if (is.null(plate)) { + df_long$plate <- factor("all") + } else { + df_long$plate <- factor(df_long[[plate]]) } - - df_long_after <- prepare_df_long(df_after, is_qc_after) - p_after <- plot_scatter(df_long_after, title_after) - - combined_plot <- (p_before | p_after) + - plot_layout(widths = c(1, 1), guides = "collect") & # shared legend - theme( - legend.position = "right", # move legend to the side - legend.key.size = unit(1.2, "lines"), - legend.text = element_text(size = 11), - legend.title = element_text(size = 12) - ) & - guides(color = guide_legend(override.aes = list(size = 4))) - - invisible(combined_plot) + + df_long } +#' Plot feature intensities across run order +#' +#' Generates scatter plots of feature intensities against run order from a +#' long-format data frame. Points are coloured by plate and styled by QC +#' status. Optional vertical lines indicate batch boundaries. +#' +#' @param df_long A long-format data frame produced by +#' \code{OmicsProcessing::prepare_df_long()}. +#' @param title Optional plot title. +#' @param batch Optional character scalar specifying the batch column. +#' If provided, vertical dotted lines are drawn at batch boundaries. +#' @param point_size Numeric scalar controlling base point size. +#' +#' @return A \code{ggplot2} object. +#' +#' @examples +#' p <- plot_scatter_normalization( +#' df_long = df_long, +#' title = "Before normalisation", +#' batch = "batch", +#' point_size = 1 +#' ) +#' print(p) +plot_scatter_normalization <- function( + df_long, + title = NULL, + batch = NULL, + point_size = 1 +) { + if (is.null(batch)) { + batch_boundaries <- NULL + } else { + batch_boundaries <- df_long %>% + dplyr::group_by(.data$batch) %>% + dplyr::summarise( + max_run = max(.data$run_order, na.rm = TRUE), + .groups = "drop" + ) %>% + dplyr::pull(.data$max_run) + } + num_plates <- length(unique(df_long$plate)) + plate_colors <- if (num_plates > 1) { + grDevices::rainbow(num_plates) + } else { + "grey40" + } + fig <- ggplot2::ggplot( + df_long, + ggplot2::aes( + x = .data$run_order, + y = .data$value, + color = .data$plate, + shape = .data$is_qc, + alpha = .data$is_qc, + size = .data$is_qc + ) + ) + + ggplot2::geom_point() + + ggplot2::facet_wrap(~feature, ncol = 1, scales = "free_y") + + ggplot2::scale_color_manual(values = plate_colors) + + ggplot2::scale_shape_manual( + name = "SampleType", + values = c(`TRUE` = 16, `FALSE` = 17), + breaks = c(TRUE, FALSE), + labels = c("QC", "Sample") + ) + + ggplot2::scale_size_manual( + values = c(`TRUE` = point_size + 1, `FALSE` = point_size), + guide = "none" + ) + + ggplot2::scale_alpha_manual( + values = c(`TRUE` = 1, `FALSE` = 0.3), + guide = "none" + ) + + ggplot2::labs( + title = title, + x = "Run order", + y = "Feature intensity", + color = "Plate" + ) + + ggplot2::theme_minimal(base_size = 9) + + ggplot2::theme( + panel.grid.major.x = ggplot2::element_blank(), + axis.text.x = ggplot2::element_text(angle = 45, hjust = 1), + legend.position = "bottom" + ) + if (!is.null(batch)) { + fig <- fig + + ggplot2::geom_vline( + xintercept = batch_boundaries[!is.na(batch_boundaries)] + 0.5, + color = "black", + linetype = "dotted", + linewidth = 0.5 + ) + } + + fig +} From c382d2dfb83f5a591e414afd54fb8b614ffcf361 Mon Sep 17 00:00:00 2001 From: Ali Date: Tue, 7 Apr 2026 11:30:34 +0200 Subject: [PATCH 4/8] rename plot normalisation to plot omice destribution --- ...omparison.R => plot_omics_distributions.R} | 13 +- man/plot_omics_distributions.Rd | 112 ++++++++++++++++++ man/plot_scatter_omics_feature.Rd | 36 ++++++ man/prepare_df_long.Rd | 57 +++++++++ pkgdown/index.md | 2 + ...tion.R => test_plot_omics_distributions.R} | 26 ++-- vignettes/plot-omics-distributions.Rmd | 95 +++++++++++++++ 7 files changed, 321 insertions(+), 20 deletions(-) rename R/{plot_normalization_comparison.R => plot_omics_distributions.R} (97%) create mode 100644 man/plot_omics_distributions.Rd create mode 100644 man/plot_scatter_omics_feature.Rd create mode 100644 man/prepare_df_long.Rd rename tests/testthat/{test_plot_normalisation.R => test_plot_omics_distributions.R} (86%) create mode 100644 vignettes/plot-omics-distributions.Rmd diff --git a/R/plot_normalization_comparison.R b/R/plot_omics_distributions.R similarity index 97% rename from R/plot_normalization_comparison.R rename to R/plot_omics_distributions.R index 440b53b..0d793e5 100644 --- a/R/plot_normalization_comparison.R +++ b/R/plot_omics_distributions.R @@ -83,7 +83,7 @@ #' @author #' Original version developed by Carlota Castro Espin. Modified by Felix #' Boekstegers. -plot_normalization_comparison <- function( +plot_omics_distributions <- function( df, target_cols, run_order, @@ -109,7 +109,7 @@ plot_normalization_comparison <- function( plate = plate ) - p_ref <- plot_scatter_normalization( + p_ref <- plot_scatter_omics_feature( df_long = df_long_ref, title = title_ref, batch = batch, @@ -142,7 +142,7 @@ plot_normalization_comparison <- function( plate = plate ) - p_comp <- plot_scatter_normalization( + p_comp <- plot_scatter_omics_feature( df_long = df_long_comp, title = title_comp, batch = batch, @@ -173,7 +173,7 @@ plot_normalization_comparison <- function( } -#' Prepare long-format data for normalisation plots +#' Prepare long-format data for feature plots #' #' Reshapes a wide data frame of feature intensities into long format #' suitable for plotting against run order. Adds standardised columns for @@ -272,14 +272,14 @@ prepare_df_long <- function( #' @return A \code{ggplot2} object. #' #' @examples -#' p <- plot_scatter_normalization( +#' p <- plot_scatter_omics_feature( #' df_long = df_long, #' title = "Before normalisation", #' batch = "batch", #' point_size = 1 #' ) #' print(p) -plot_scatter_normalization <- function( +plot_scatter_omics_feature <- function( df_long, title = NULL, batch = NULL, @@ -357,4 +357,3 @@ plot_scatter_normalization <- function( fig } - diff --git a/man/plot_omics_distributions.Rd b/man/plot_omics_distributions.Rd new file mode 100644 index 0000000..392412e --- /dev/null +++ b/man/plot_omics_distributions.Rd @@ -0,0 +1,112 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/plot_omics_distributions.R +\name{plot_omics_distributions} +\alias{plot_omics_distributions} +\title{Plot feature values by run order for reference and comparison data} +\usage{ +plot_omics_distributions( + df, + target_cols, + run_order, + is_qc = NULL, + batch = NULL, + plate = NULL, + title_ref = NULL, + df_comp = NULL, + title_comp = NULL, + point_size = 1 +) +} +\arguments{ +\item{df}{A data frame containing the reference data. It must include the +columns referenced by \code{target_cols} and the column named in +\code{run_order}. It may also include columns named in \code{batch} and \code{plate}.} + +\item{target_cols}{Character vector giving the feature columns to plot. +These columns are pivoted to long format and faceted with one panel per +feature.} + +\item{run_order}{Character scalar giving the name of the column encoding +run order. This column is coerced to numeric and used as the x-axis.} + +\item{is_qc}{Optional character scalar specifying the QC indicator +column. If \code{NULL}, all samples are treated as non-QC.} + +\item{batch}{Optional character scalar giving the name of the column +encoding batch membership. If provided, vertical dotted lines are drawn +at the end of each batch. If \code{NULL}, all samples are treated as a single +batch and no boundary lines are drawn. Default is \code{NULL}.} + +\item{plate}{Optional character scalar giving the name of the column +encoding plate membership. If provided, points are coloured by plate. If +\code{NULL}, all points are assigned to a single plate level \code{"all"}. +Default is \code{NULL}.} + +\item{title_ref}{Optional title for the reference plot. If \code{df_comp} is not +\code{NULL} and \code{title_ref} is \code{NULL}, the default title is \code{"Reference"}. +Default is \code{NULL}.} + +\item{df_comp}{Optional data frame containing comparison data, for example +normalised values. If provided, it must include the columns referenced by +\code{target_cols} and the column named in \code{run_order}. It may also include +columns named in \code{batch} and \code{plate}. Default is \code{NULL}.} + +\item{title_comp}{Optional title for the comparison plot. If \code{df_comp} is +not \code{NULL} and \code{title_comp} is \code{NULL}, the default title is +\code{"Comparison"}. Default is \code{NULL}.} + +\item{point_size}{Numeric scalar giving the base point size for non-QC +samples. QC points are drawn one unit larger. Default is \code{1}.} +} +\value{ +Invisibly returns a plot object: +\itemize{ +\item If \code{df_comp} is \code{NULL}, a single \code{ggplot2} plot for the reference +data. +\item Otherwise, a combined \code{patchwork} plot with the reference and +comparison plots shown side by side and a shared legend. +} +} +\description{ +Visualise omics feature values across run order for a set of target +features, highlighting QC versus non-QC samples. The function is +designed to assess technical variation associated with run order and +to evaluate the influence of stratification factors such as plate or +batch on feature measurements. It generates scatter plots of feature +values over run order, optionally colouring points by plate and marking +batch boundaries with vertical dotted lines. + +If \code{df_comp} is supplied, the function returns a side-by-side comparison +of the reference and comparison data with a shared legend. Otherwise, it +returns only the reference plot. This feature can be used to assess the +effect of post-processing on the data (for example, normalisation). +} +\details{ +Internally, the function: +\itemize{ +\item Selects the columns \verb{\{batch, plate, run_order\} \eqn{\cup} target_cols}, using \code{dplyr::any_of()} for optional columns and +\code{dplyr::all_of()} for required feature columns. +\item Adds an \code{is_qc} flag and pivots the data to long format with +columns \code{feature} and \code{value}. +\item Coerces the run-order column to numeric and sorts rows by run +order. +\item Creates a scatter plot of \code{value} versus \code{run_order}, faceted by +feature with \code{scales = "free_y"}. +\item Maps point colour to plate, shape to QC status, alpha to QC +status, and size to QC status. +\item Uses a rainbow palette when multiple plate levels are present and +\code{"grey40"} when only one plate level is present. +\item Optionally adds vertical dotted lines at the maximum run order +within each batch. +\item If \code{df_comp} is provided, combines the reference and comparison +plots with \code{patchwork::wrap_plots()} and collects guides into a shared +legend. +} + +QC samples are shown as filled circles and non-QC samples as triangles. +Non-QC samples are also plotted with lower alpha. +} +\author{ +Original version developed by Carlota Castro Espin. Modified by Felix +Boekstegers. +} diff --git a/man/plot_scatter_omics_feature.Rd b/man/plot_scatter_omics_feature.Rd new file mode 100644 index 0000000..2b7f57c --- /dev/null +++ b/man/plot_scatter_omics_feature.Rd @@ -0,0 +1,36 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/plot_omics_distributions.R +\name{plot_scatter_omics_feature} +\alias{plot_scatter_omics_feature} +\title{Plot feature intensities across run order} +\usage{ +plot_scatter_omics_feature(df_long, title = NULL, batch = NULL, point_size = 1) +} +\arguments{ +\item{df_long}{A long-format data frame produced by +\code{OmicsProcessing::prepare_df_long()}.} + +\item{title}{Optional plot title.} + +\item{batch}{Optional character scalar specifying the batch column. +If provided, vertical dotted lines are drawn at batch boundaries.} + +\item{point_size}{Numeric scalar controlling base point size.} +} +\value{ +A \code{ggplot2} object. +} +\description{ +Generates scatter plots of feature intensities against run order from a +long-format data frame. Points are coloured by plate and styled by QC +status. Optional vertical lines indicate batch boundaries. +} +\examples{ +p <- plot_scatter_omics_feature( + df_long = df_long, + title = "Before normalisation", + batch = "batch", + point_size = 1 +) +print(p) +} diff --git a/man/prepare_df_long.Rd b/man/prepare_df_long.Rd new file mode 100644 index 0000000..cb8e2ee --- /dev/null +++ b/man/prepare_df_long.Rd @@ -0,0 +1,57 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/plot_omics_distributions.R +\name{prepare_df_long} +\alias{prepare_df_long} +\title{Prepare long-format data for feature plots} +\usage{ +prepare_df_long( + df, + target_cols, + run_order, + is_qc = NULL, + batch = NULL, + plate = NULL +) +} +\arguments{ +\item{df}{A data frame containing feature measurements and metadata.} + +\item{target_cols}{Character vector of feature column names to include.} + +\item{run_order}{Character scalar specifying the run order column.} + +\item{is_qc}{Optional character scalar specifying the QC indicator +column. If \code{NULL}, all samples are treated as non-QC.} + +\item{batch}{Optional character scalar specifying the batch column. +If \code{NULL}, a single batch level \code{"all"} is used.} + +\item{plate}{Optional character scalar specifying the plate column. +If \code{NULL}, a single plate level \code{"all"} is used.} +} +\value{ +A long-format \code{data.frame} with columns: +\describe{ +\item{run_order}{Numeric run order.} +\item{feature}{Feature name.} +\item{value}{Feature intensity.} +\item{is_qc}{Logical QC indicator.} +\item{batch}{Factor batch assignment.} +\item{plate}{Factor plate assignment.} +} +} +\description{ +Reshapes a wide data frame of feature intensities into long format +suitable for plotting against run order. Adds standardised columns for +run order, feature name, value, QC status, batch, and plate. +} +\examples{ +df_long <- prepare_df_long( + df = df, + target_cols = c("feat1", "feat2"), + run_order = "injection_order", + is_qc = "qc_flag", + batch = "batch", + plate = "plate" +) +} diff --git a/pkgdown/index.md b/pkgdown/index.md index 6e1c44b..ad174d2 100644 --- a/pkgdown/index.md +++ b/pkgdown/index.md @@ -17,6 +17,7 @@ Pre-analysis processing for metabolomics and proteomics: missingness filtering, - Detect outlier samples with [`remove_outliers()`](reference/remove_outliers.html) ([vignette](articles/outlier-removal.html)) - Impute with RF, LCMD, or both via [`hybrid_imputation()`](reference/hybrid_imputation.html) ([vignette](articles/hybrid-imputation.html)) - Normalise with SERRF using [`normalise_SERRF()`](reference/normalise_SERRF.html) ([vignette](articles/serrf-normalisation.html)) + - Compare run-order plots before and after normalisation with `plot_omics_distributions()` ([vignette](articles/plot-omics-distributions.html)) - Cluster features by RT or correlations using [`cluster_features_by_retention_time()`](reference/cluster_features_by_retention_time.html) ([vignette](articles/feature-clustering.html)) ## Quick start @@ -118,5 +119,6 @@ Please follow these guidelines: [Developers & Contributors](articles/developer-g - Semi-automated pipeline details: [Semi-automated pipeline vignette](articles/process_data.html) - Log-transform features: [Log transformation (log1p)](articles/log-transformation.html) - SERRF batch correction: [Batch correction using SERRF](articles/serrf-normalisation.html) +- Normalisation plot comparison: [Compare run-order plots before and after normalisation](articles/plot-omics-distributions.html) - Feature clustering: [Retention-time clustering](articles/feature-clustering.html) - Developers & contributors: [Developer guide](articles/developer-guidelines.html) diff --git a/tests/testthat/test_plot_normalisation.R b/tests/testthat/test_plot_omics_distributions.R similarity index 86% rename from tests/testthat/test_plot_normalisation.R rename to tests/testthat/test_plot_omics_distributions.R index 941414c..73949ab 100644 --- a/tests/testthat/test_plot_normalisation.R +++ b/tests/testthat/test_plot_omics_distributions.R @@ -56,7 +56,7 @@ testthat::test_that("prepare_df_long uses defaults when qc, batch, and plate are testthat::expect_equal(out$run_order, c(1, 2)) }) -testthat::test_that("plot_scatter_normalization returns a ggplot object", { +testthat::test_that("plot_scatter_omics_feature returns a ggplot object", { df_long <- data.frame( run_order = c(1, 2, 3, 4), value = c(10, 11, 20, 21), @@ -66,7 +66,7 @@ testthat::test_that("plot_scatter_normalization returns a ggplot object", { plate = factor(c("p1", "p1", "p2", "p2")) ) - p <- plot_scatter_normalization( + p <- plot_scatter_omics_feature( df_long = df_long, title = "Test plot", batch = "batch", @@ -76,7 +76,7 @@ testthat::test_that("plot_scatter_normalization returns a ggplot object", { testthat::expect_s3_class(p, "ggplot") }) -testthat::test_that("plot_scatter_normalization adds batch boundary lines when batch is given", { +testthat::test_that("plot_scatter_omics_feature adds batch boundary lines when batch is given", { df_long <- data.frame( run_order = c(1, 2, 3, 4), value = c(10, 11, 20, 21), @@ -86,7 +86,7 @@ testthat::test_that("plot_scatter_normalization adds batch boundary lines when b plate = factor(c("p1", "p1", "p2", "p2")) ) - p <- plot_scatter_normalization( + p <- plot_scatter_omics_feature( df_long = df_long, batch = "batch" ) @@ -100,7 +100,7 @@ testthat::test_that("plot_scatter_normalization adds batch boundary lines when b testthat::expect_true("GeomVline" %in% layer_classes) }) -testthat::test_that("plot_scatter_normalization does not add batch lines when batch is NULL", { +testthat::test_that("plot_scatter_omics_feature does not add batch lines when batch is NULL", { df_long <- data.frame( run_order = c(1, 2), value = c(10, 20), @@ -110,7 +110,7 @@ testthat::test_that("plot_scatter_normalization does not add batch lines when ba plate = factor(c("p1", "p1")) ) - p <- plot_scatter_normalization( + p <- plot_scatter_omics_feature( df_long = df_long, batch = NULL ) @@ -124,7 +124,7 @@ testthat::test_that("plot_scatter_normalization does not add batch lines when ba testthat::expect_false("GeomVline" %in% layer_classes) }) -testthat::test_that("plot_normalization_comparison returns a single ggplot without comparison data", { +testthat::test_that("plot_omics_distributions returns a single ggplot without comparison data", { df <- data.frame( injection_order = c(1, 2, 3), qc_flag = c(TRUE, FALSE, FALSE), @@ -133,7 +133,7 @@ testthat::test_that("plot_normalization_comparison returns a single ggplot witho feat1 = c(10, 20, 30) ) - p <- plot_normalization_comparison( + p <- plot_omics_distributions( df = df, target_cols = "feat1", run_order = "injection_order", @@ -145,7 +145,7 @@ testthat::test_that("plot_normalization_comparison returns a single ggplot witho testthat::expect_s3_class(p, "ggplot") }) -testthat::test_that("plot_normalization_comparison returns a patchwork object with comparison data", { +testthat::test_that("plot_omics_distributions returns a patchwork object with comparison data", { df <- data.frame( injection_order = c(1, 2, 3), qc_flag = c(TRUE, FALSE, FALSE), @@ -162,7 +162,7 @@ testthat::test_that("plot_normalization_comparison returns a patchwork object wi feat1 = c(11, 19, 31) ) - p <- plot_normalization_comparison( + p <- plot_omics_distributions( df = df, df_comp = df_comp, target_cols = "feat1", @@ -175,7 +175,7 @@ testthat::test_that("plot_normalization_comparison returns a patchwork object wi testthat::expect_true(inherits(p, "patchwork")) }) -testthat::test_that("plot_normalization_comparison sets default titles when comparison is supplied", { +testthat::test_that("plot_omics_distributions sets default titles when comparison is supplied", { df <- data.frame( injection_order = c(1, 2), qc_flag = c(TRUE, FALSE), @@ -184,7 +184,7 @@ testthat::test_that("plot_normalization_comparison sets default titles when comp feat1 = c(10, 20) ) - p <- plot_normalization_comparison( + p <- plot_omics_distributions( df = df, df_comp = df, target_cols = "feat1", @@ -195,4 +195,4 @@ testthat::test_that("plot_normalization_comparison sets default titles when comp ) testthat::expect_true(inherits(p, "patchwork")) -}) \ No newline at end of file +}) diff --git a/vignettes/plot-omics-distributions.Rmd b/vignettes/plot-omics-distributions.Rmd new file mode 100644 index 0000000..93b6130 --- /dev/null +++ b/vignettes/plot-omics-distributions.Rmd @@ -0,0 +1,95 @@ +--- +title: "Normalisation plot comparison" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{Normalisation plot comparison} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +## Compare run-order plots before and after normalisation + +Use `plot_omics_distributions()` to visualise feature intensities +across run order before and after normalisation. The plot is useful for +checking whether QC drift and plate or batch effects are reduced after +processing. + +```{r eval=FALSE} +target_features <- c("feature_1", "feature_2", "feature_3") + +p <- OmicsProcessing:::plot_omics_distributions( + df = df_pre_normalised, + df_comp = df_normalised, + target_cols = target_features, + run_order = "run_order", + is_qc = "is_qc", + batch = "batch", + plate = "plate", + title_ref = "Before normalisation", + title_comp = "After normalisation", + point_size = 1.2 +) + +p +``` + +The reference data frame (`df`) and comparison data frame (`df_comp`) +should contain the same feature columns and run-order variable. When +`df_comp` is supplied, the function returns side-by-side plots with a +shared legend so you can compare the effect of normalisation directly. + +### Minimal input requirements + +- `target_cols`: character vector of feature columns to facet. +- `run_order`: column containing injection or acquisition order. +- `is_qc`: optional logical QC indicator column; if omitted, all samples + are treated as non-QC. +- `batch`: optional batch column used to draw vertical batch boundary + lines. +- `plate`: optional plate column used to colour points. + +### Typical workflow + +This plot is most useful after you have: + +1. filtered features and samples, +2. imputed missing values if needed, and +3. created a normalised data frame, for example with + `normalise_SERRF()`. + +```{r eval=FALSE} +df_normalised <- OmicsProcessing::normalise_SERRF( + df_imputed, + target_cols = target_features, + is_qc = df_imputed$is_qc, + strata_col = "batch" +) + +OmicsProcessing:::plot_omics_distributions( + df = df_imputed, + df_comp = df_normalised, + target_cols = target_features, + run_order = "run_order", + is_qc = "is_qc", + batch = "batch", + plate = "plate" +) +``` + +### Interpretation tips + +- QC samples should show smoother behaviour across run order after + normalisation if technical drift has been reduced. +- Plate colouring can help reveal residual plate-specific structure. +- Batch boundary lines are useful for checking whether step changes + remain after correction. + +If you are using SERRF for correction, see the related vignette: +[Batch correction using SERRF](../articles/serrf-normalisation.html). From 21dfe55ffa0b973d0d00d8f17e8a496d0b2cf64c Mon Sep 17 00:00:00 2001 From: Ali Date: Tue, 7 Apr 2026 11:56:46 +0200 Subject: [PATCH 5/8] add instructions for omics synthetic data generation --- R/data.R | 20 +++++++ data-raw/omics_synthetic.R | 13 +++++ data/omics_synthetic.rda | Bin 0 -> 150892 bytes inst/scripts/omics_synthetic.R | 98 +++++++++++++++++++++++++++++++++ man/omics_synthetic.Rd | 27 +++++++++ 5 files changed, 158 insertions(+) create mode 100644 data-raw/omics_synthetic.R create mode 100644 data/omics_synthetic.rda create mode 100644 inst/scripts/omics_synthetic.R create mode 100644 man/omics_synthetic.Rd diff --git a/R/data.R b/R/data.R index d546961..610fd5c 100644 --- a/R/data.R +++ b/R/data.R @@ -37,3 +37,23 @@ #' } #' @usage data(data_meta_samples) "data_meta_samples" + +#' Synthetic omics dataset for plotting and normalisation examples +#' +#' A synthetic omics dataset with run order, batch, plate, QC flags, and ten +#' feature columns. It is intended for examples and vignettes demonstrating +#' plotting and normalisation workflows. Reproducible data-generation code is +#' available in `data-raw/omics_synthetic.R` in the source repository and in +#' the installed package via `system.file("scripts", "omics_synthetic.R", +#' package = "OmicsProcessing")`. +#' +#' @format A data frame with 2000 rows and 14 variables: +#' \describe{ +#' \item{plate_id}{Plate identifier with 4 levels.} +#' \item{F1-F10}{Numeric feature intensity columns.} +#' \item{run_ord}{Integer run order.} +#' \item{batch_id}{Batch identifier.} +#' \item{is_qc}{Logical indicator for QC samples.} +#' } +#' @usage data(omics_synthetic) +"omics_synthetic" diff --git a/data-raw/omics_synthetic.R b/data-raw/omics_synthetic.R new file mode 100644 index 0000000..c39df5d --- /dev/null +++ b/data-raw/omics_synthetic.R @@ -0,0 +1,13 @@ +# Regenerate the packaged omics_synthetic dataset. + +source("inst/scripts/omics_synthetic.R") + +generated <- build_omics_synthetic(seed = 1) + +omics_synthetic <- generated$omics_synthetic + +save( + omics_synthetic, + file = "data/omics_synthetic.rda", + compress = "bzip2" +) diff --git a/data/omics_synthetic.rda b/data/omics_synthetic.rda new file mode 100644 index 0000000000000000000000000000000000000000..e08e7285335c90c9a52eeb5c22228ae2a850c0b4 GIT binary patch literal 150892 zcmagEQ;;Ui4>$UZZQI69X$bvp7wi?HmmG8+(54v!*z8S6??_>QNdpCLD_OL(*{bFD?CQp9%^Y=!+0N|*t}kiD0k>9x{GFW>HdQsP zEt^Zv)?U1S7cOK+Ic<1CURrZvc1~K`buD;WdmJ>o|EjIda`B(=x@_prJWO>1YtBnb zU%1a^E%c^bcQ$KmPuyI9Ep0k8fYmN5@8zo+4*kvUhDGi9vzqH0bq~fDx1n6==8h8` zo^vESAeN3oxsAwQ`xEEZ*0S!hq9y+Q)!c^jT>Wczv_fe-+ZWC*;Nz{juTOBfHuC^isT`xxG9quf9lY&0D)sf3m&(vgMY=Uw?GE z>);lk(eymyw92k`*u1U>2|8GXa$#g+K!U?*Nb+LjV8(HUS`~Swp)2?9(A^8md|%qYIk0$ie_>>x>sdoRCC%# zv)yN&m%UGT4z5-^x7F<8)LPpYyR#~`uCJ|Scr2gJbDtSK5RN@`8e;1#62?32yRV-& zH7(b!wy)~k-7{~zFE*}iI&#}*-E|sYx^iFI+)jXtOXsbfn!M(Xt2&$NS64b+SBv!S zPwwn3-kc^L9(K|z*SuXj&o6kZx*KlxZQicdn{_fC7C?K8qMbhbZT(RycMo8h_j=#i zq;~ttp?!pFXub zrFC)ubGmQruX$WNcq`L6HrM{0YVzk^Znf5FFG?1*dguqQ=&>cSELym?Y<17d-#B=! 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zk6Vq1+i5<$>c#CI20e+^&;WGlIi?s8AO|OKpoS*PRr32v2Rh<6|2y zvXc?+Sc>$tF=~ts-uq|4OGropTYYfvK0t62jW!FmX=h$N7;%;I0wIHR`R^h3v79E> SB!Lot_`8xR!i0iccecRA9Tctr literal 0 HcmV?d00001 diff --git a/inst/scripts/omics_synthetic.R b/inst/scripts/omics_synthetic.R new file mode 100644 index 0000000..45e8c32 --- /dev/null +++ b/inst/scripts/omics_synthetic.R @@ -0,0 +1,98 @@ +# Synthetic omics data generator used for examples and vignettes in +# OmicsProcessing. + +build_omics_synthetic <- function( + seed = 1, + n = 2000, + n_batch = 2, + n_plate_per_batch = 2, + n_features = 10, + qc_frac = 0.05 +) { + set.seed(seed) + + feature_cols <- paste0("F", seq_len(n_features)) + feature_means <- stats::runif(n_features, min = 100, max = 700) + feature_sds <- stats::runif(n_features, min = 3, max = 30) + + feature_matrix <- vapply( + seq_len(n_features), + FUN.VALUE = numeric(n), + FUN = function(j) { + stats::rnorm(n, mean = feature_means[j], sd = feature_sds[j]) + } + ) + colnames(feature_matrix) <- feature_cols + + omics_synthetic <- data.frame( + plate_id = factor(sample.int(n_plate_per_batch * n_batch, n, replace = TRUE)), + feature_matrix, + check.names = FALSE + ) + + omics_synthetic <- omics_synthetic[order(omics_synthetic$plate_id), , drop = FALSE] + rownames(omics_synthetic) <- NULL + + omics_synthetic$run_ord <- seq_len(nrow(omics_synthetic)) + omics_synthetic$batch_id <- + (as.integer(omics_synthetic$plate_id) - 1L) %/% n_plate_per_batch + 1L + + n_qc <- ceiling(qc_frac * nrow(omics_synthetic)) + qc_idx <- sample.int(nrow(omics_synthetic), size = n_qc, replace = FALSE) + omics_synthetic$is_qc <- FALSE + omics_synthetic$is_qc[qc_idx] <- TRUE + + drift_slopes <- stats::runif(n_features, min = 0.01, max = 0.1) + for (j in seq_len(n_features)) { + omics_synthetic[[feature_cols[j]]] <- + omics_synthetic[[feature_cols[j]]] - drift_slopes[j] * omics_synthetic$run_ord + } + + jump_info <- vector("list", length = n_features) + names(jump_info) <- feature_cols + + for (j in seq_len(n_features)) { + n_jumps <- sample(1:2, size = 1) + jump_points <- sort(sample(100:(n - 100), size = n_jumps)) + jump_sizes <- stats::runif(n_jumps, min = 0.5, max = 1.5) * feature_sds[j] * 2 + + for (k in seq_len(n_jumps)) { + idx <- omics_synthetic$run_ord >= jump_points[k] + omics_synthetic[[feature_cols[j]]][idx] <- + omics_synthetic[[feature_cols[j]]][idx] + jump_sizes[k] + } + + jump_info[[j]] <- data.frame( + feature = feature_cols[j], + jump_id = seq_len(n_jumps), + jump_point = jump_points, + jump_size = jump_sizes + ) + } + + jump_info <- do.call(rbind, jump_info) + rownames(jump_info) <- NULL + + list( + omics_synthetic = omics_synthetic, + jump_info = jump_info, + parameters = list( + seed = seed, + n = n, + n_batch = n_batch, + n_plate_per_batch = n_plate_per_batch, + n_features = n_features, + qc_frac = qc_frac, + feature_means = feature_means, + feature_sds = feature_sds, + drift_slopes = drift_slopes + ) + ) +} + +# Example usage after locating this script with +# system.file("scripts", "omics_synthetic.R", package = "OmicsProcessing"): +# +# source(script_path) +# generated <- build_omics_synthetic() +# str(generated$omics_synthetic) diff --git a/man/omics_synthetic.Rd b/man/omics_synthetic.Rd new file mode 100644 index 0000000..03eee68 --- /dev/null +++ b/man/omics_synthetic.Rd @@ -0,0 +1,27 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{omics_synthetic} +\alias{omics_synthetic} +\title{Synthetic omics dataset for plotting and normalisation examples} +\format{ +A data frame with 2000 rows and 14 variables: +\describe{ +\item{plate_id}{Plate identifier with 4 levels.} +\item{F1-F10}{Numeric feature intensity columns.} +\item{run_ord}{Integer run order.} +\item{batch_id}{Batch identifier.} +\item{is_qc}{Logical indicator for QC samples.} +} +} +\usage{ +data(omics_synthetic) +} +\description{ +A synthetic omics dataset with run order, batch, plate, QC flags, and ten +feature columns. It is intended for examples and vignettes demonstrating +plotting and normalisation workflows. Reproducible data-generation code is +available in \code{data-raw/omics_synthetic.R} in the source repository and in +the installed package via \code{system.file("scripts", "omics_synthetic.R", package = "OmicsProcessing")}. +} +\keyword{datasets} From 4c913ad7532515297858f2233921f9dbb2c57067 Mon Sep 17 00:00:00 2001 From: Ali Date: Tue, 7 Apr 2026 14:08:38 +0200 Subject: [PATCH 6/8] add plotting distribution comparison vignettes --- R/plot_omics_distributions.R | 8 +- man/plot_omics_distributions.Rd | 4 +- pkgdown/index.md | 20 ++ vignettes/before_after.png | Bin 0 -> 394005 bytes vignettes/before_after_multi.png | Bin 0 -> 1060234 bytes vignettes/before_batch.png | Bin 0 -> 152302 bytes vignettes/before_minimum.png | Bin 0 -> 166852 bytes vignettes/before_multi.png | Bin 0 -> 357098 bytes vignettes/before_plate.png | Bin 0 -> 123927 bytes vignettes/before_qc.png | Bin 0 -> 142155 bytes vignettes/plot-omics-distributions.Rmd | 318 +++++++++++++++++++++---- 11 files changed, 301 insertions(+), 49 deletions(-) create mode 100644 vignettes/before_after.png create mode 100644 vignettes/before_after_multi.png create mode 100644 vignettes/before_batch.png create mode 100644 vignettes/before_minimum.png create mode 100644 vignettes/before_multi.png create mode 100644 vignettes/before_plate.png create mode 100644 vignettes/before_qc.png diff --git a/R/plot_omics_distributions.R b/R/plot_omics_distributions.R index 0d793e5..9d1151a 100644 --- a/R/plot_omics_distributions.R +++ b/R/plot_omics_distributions.R @@ -36,7 +36,7 @@ #' encoding plate membership. If provided, points are coloured by plate. If #' `NULL`, all points are assigned to a single plate level `"all"`. #' Default is `NULL`. -#' @param title_ref Optional title for the reference plot. If `df_comp` is not +#' @param title Optional title for the reference plot. If `df_comp` is not #' `NULL` and `title_ref` is `NULL`, the default title is `"Reference"`. #' Default is `NULL`. #' @param title_comp Optional title for the comparison plot. If `df_comp` is @@ -90,13 +90,13 @@ plot_omics_distributions <- function( is_qc = NULL, batch = NULL, plate = NULL, - title_ref = NULL, + title = NULL, df_comp = NULL, title_comp = NULL, point_size = 1 ) { if (!is.null(df_comp)) { - if (is.null(title_ref)) title_ref <- "Reference" + if (is.null(title)) title <- "Reference" if (is.null(title_comp)) title_comp <- "Comparison" } @@ -111,7 +111,7 @@ plot_omics_distributions <- function( p_ref <- plot_scatter_omics_feature( df_long = df_long_ref, - title = title_ref, + title = title, batch = batch, point_size = point_size ) diff --git a/man/plot_omics_distributions.Rd b/man/plot_omics_distributions.Rd index 392412e..8c7b3f1 100644 --- a/man/plot_omics_distributions.Rd +++ b/man/plot_omics_distributions.Rd @@ -11,7 +11,7 @@ plot_omics_distributions( is_qc = NULL, batch = NULL, plate = NULL, - title_ref = NULL, + title = NULL, df_comp = NULL, title_comp = NULL, point_size = 1 @@ -42,7 +42,7 @@ encoding plate membership. If provided, points are coloured by plate. If \code{NULL}, all points are assigned to a single plate level \code{"all"}. Default is \code{NULL}.} -\item{title_ref}{Optional title for the reference plot. If \code{df_comp} is not +\item{title}{Optional title for the reference plot. If \code{df_comp} is not \code{NULL} and \code{title_ref} is \code{NULL}, the default title is \code{"Reference"}. Default is \code{NULL}.} diff --git a/pkgdown/index.md b/pkgdown/index.md index ad174d2..4033447 100644 --- a/pkgdown/index.md +++ b/pkgdown/index.md @@ -103,6 +103,26 @@ clusters <- cluster_features_by_retention_time( corr_thresh = 0.75 ) ``` +### Quick visual check after normalisation + +Before moving on to downstream analyses, it is often useful to inspect a few features manually. A simple strategy is to choose 3 features at random and compare their run-order profiles before and after normalisation with [`plot_omics_distributions()`](articles/plot-omics-distributions.html). + +```r +set.seed(1) +sample_features <- sample(target_cols, 3) + +plot_omics_distributions( + df = df_imputed, + df_comp = df_normalised, + target_cols = sample_features, + run_order = "run_ord", + is_qc = "is_qc", + batch = "batch_id", + plate = "plate_id", + title = "Before normalisation", + title_comp = "After normalisation" +) +``` ## Developers & Contributors diff --git a/vignettes/before_after.png b/vignettes/before_after.png new file mode 100644 index 0000000000000000000000000000000000000000..b7ed55e1e1c826e6d02a2d15271b322bfcf40363 GIT binary patch literal 394005 zcmeFYhdY~n8$V1vt@duw`|hA-M~v3qwW3>N)@V_yRPCT4cF?;+TSX;B%@jp#ni3ML zRWw$pEh1V`JE;&sgx^J<`+54j?{U0;!27z=jS}HZ=c;THQ@V0_zx~F zE6q!U$+h5;!-%X^UEEQ 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