## ----setup, include = FALSE--------------------------------------------------- knitr::opts_knit$set( root.dir = dirname(getwd()) ) knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----init, message = FALSE, echo = FALSE, results = "hide"-------------------- library(BiocStyle) library(lcmsPlot) ## ----install, eval=FALSE------------------------------------------------------ # if (!requireNamespace("BiocManager", quietly = TRUE)) # install.packages("BiocManager") # BiocManager::install("lcmsPlot") ## ----load-data, message=FALSE------------------------------------------------- library(lcmsPlot) exdir <- tempdir() # Unzip the file containing the mzML files utils::unzip( system.file("extdata", "standards-mzml.zip", package = "lcmsPlot"), exdir = exdir ) mzml_dir <- file.path(exdir, "mzml") samples_metadata <- data.frame( sample_id = c( "l-proline-MS1", "l-proline-MS2", "l-kynurenine-MS1", "l-kynurenine-MS2"), sample_name = c(rep("L-Proline", 2), rep("L-Kynurenine", 2)), ms_level = c(1, 2, 1, 2) ) ## ----data-overview------------------------------------------------------------ ms1_samples_metadata <- samples_metadata |> dplyr::filter(ms_level == 1) ms1_raw_files <- file.path( mzml_dir, paste0(ms1_samples_metadata$sample_id, ".mzML")) lcmsPlot(ms1_raw_files, metadata = ms1_samples_metadata) + lp_chromatogram( features = data.frame( sample_id = c("l-proline-MS1", "l-kynurenine-MS1"), mz = c(116.0703793, 209.091824), rt = c(425.74, 365.72) ), ppm = 5, rt_tol = 5 ) + lp_facets(facets = "sample_name", free_x = TRUE, ncol = 2) ## ----plot-chromatograms-with-spectra------------------------------------------ ms2_samples_metadata <- samples_metadata |> dplyr::filter(ms_level == 2) ms2_raw_files <- file.path( mzml_dir, paste0(ms2_samples_metadata$sample_id, ".mzML")) lcmsPlot(ms2_raw_files, metadata = ms2_samples_metadata) + lp_chromatogram( features = data.frame( sample_id = c("l-proline-MS2", "l-kynurenine-MS2"), mz = c(116.0703793, 209.091824), rt = c(425.74, 365.72) ), ppm = 5, rt_tol = 5 ) + lp_spectra( rt = c("l-proline-MS2" = 425.74, "l-kynurenine-MS2" = 365.72), mode = "closest", ms_level = 2) + lp_facets(facets = "sample_name", free_x = TRUE, ncol = 2) ## ----custom-theme------------------------------------------------------------- my_custom_theme <- function() { ggplot2::theme( # Title plot.title = ggplot2::element_text( size = 16, margin = ggplot2::margin(b = 15)), # Axis labels axis.title = ggplot2::element_text( size = 11, face = "bold", color = "#1d293d"), # Facet strip strip.text = ggplot2::element_text( color = "#1d293d", size = 9, hjust = 0, margin = ggplot2::margin(t = 3, r = 10, b = 6, l = 10) ), strip.background = ggplot2::element_rect( color = "#90a1b9", fill = "#e2e8f0", linewidth = 0.8), # Box around the panel panel.border = ggplot2::element_rect( color = "#90a1b9", fill = NA, linewidth = 1), # Customize grid lines inside the plot panel.grid.major = ggplot2::element_line( color = "#e2e8f0", linewidth = 0.5), panel.grid.minor = ggplot2::element_line( color = "#e2e8f0", linewidth = 0.5) ) } ## ----plot-with-custom-theme--------------------------------------------------- lcmsPlot(ms1_raw_files, metadata = ms1_samples_metadata) + lp_chromatogram( features = data.frame( sample_id = c("l-proline-MS1", "l-kynurenine-MS1"), mz = c(116.0703793, 209.091824), rt = c(425.74, 365.72) ), ppm = 5, rt_tol = 5 ) + lp_facets(facets = "sample_name", free_x = TRUE, ncol = 2) + lp_get_plot() + my_custom_theme() ## ----cleanup, echo=FALSE, results='hide', message=FALSE, warning=FALSE-------- unlink(mzml_dir, recursive = TRUE, force = TRUE) ## ----session-info------------------------------------------------------------- sessionInfo()