artmsQualityControlMetabolomics {artMS} | R Documentation

## Quality Control analysis of the evidence-like metabolomics dataset

### Description

Quality Control analysis of the evidence-like metabolomics dataset

### Usage

    artmsQualityControlMetabolomics(
      evidence_file,
      keys_file,
      met_exp = c("MV"),
      output_name = "qcPlots_metab",
      plotINTDIST = TRUE,
      plotREPRO = TRUE,
      plotCORMAT = TRUE,
      plotINTMISC = TRUE,
      printPDF = TRUE,
      verbose = TRUE
    )

### Arguments

`evidence_file` | (char or data.frame) The evidence file path and name, or data.frame
`keys_file` | (char or data.frame) The keys file path and name or data.frame
`met_exp` | (char) Proteomics experiment. Only one option available (so far): `MV`: Markview output
`output_name` | (char) prefix output name (no extension). Default: "qcPlots_metab"
`plotINTDIST` | if `TRUE` (default) plots both Box-dot plot and Jitter plot of biological replicates based on MS (raw) intensity values.
`plotREPRO` | if `TRUE` (default) plots a correlation dotplot for all the combinations of biological replicates of conditions, based on MS Intensity values using features (mz_rt+charge)
`plotCORMAT` | if `TRUE` (default) generates up to 3 pdf files for technical replicates, biological replicates, and conditions. Each pdf file contains: Correlation matrix for all the biological replicates using MS Intensity values, Clustering matrix of the MS Intensities and correlation distribution histogram of the distribution of correlations
`plotINTMISC` | if `TRUE` (default) plots several pages, including bar plots of Total Sum of Intensities in BioReplicates, Total Sum of Intensities in Conditions, Total Feature Counts in BioReplicates, Total Feature Counts in conditions separated by categories (INT: has a intensity value NOINT: no intensity value ) Box plots of MS Intensity values per biological replicates and conditions; bar plots of total intensity by bioreplicates and conditions; Barplots of total feature counts by bioreplicates and conditions.
`printPDF` | If `TRUE` (default) prints out the pdfs. Warning: plot objects are not returned due to the large number of them.
`verbose` | (logical) `TRUE` (default) shows function messages

### Value

Quality control files and plots for metabolomics

### Examples

    # Testing that input arguments cannot be null
    artmsQualityControlMetabolomics(evidence_file = NULL,
                     keys_file = NULL,
                     met_exp = "MV")

[Package artMS version 1.4.3 Index]