MsQuality - Quality metric calculation from Spectra and MsExperiment objects


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Documentation for package ‘MsQuality’ version 1.5.0

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MsQuality-package MsQuality - Quality metric calculation from Spectra and MsExperiment objects
.rtOrderSpectra Order Spectra according to increasing retention time
areaUnderTic area under TIC (MS:4000155)
areaUnderTicRtQuantiles area under TIC RT quantiles (MS:4000156)
calculateMetrics Calculate QC metrics from a Spectra or MsExperiment object
calculateMetricsFromMsExperiment Calculate QC metrics from a MsExperiment object
calculateMetricsFromOneSampleSpectra Calculate QC metrics from a Spectra object containing only spectral data from one sample
calculateMetricsFromSpectra Calculate QC metrics from a Spectra object
chromatographyDuration chromatography duration (MS:4000053)
extentIdentifiedPrecursorIntensity extent of identified MS2 precursor intensity (MS:4000157)
Lee_2019 Example data for 'MsQuality': data set of Lee et al. (2019)
Lee_2019_meta_vals Example data for 'MsQuality': data set of Lee et al. (2019)
meanCharge mean MS2 precursor charge in all spectra (MS:4000173) or mean MS2 precursor charge in identified spectra (MS:4000174)
medianCharge median MS2 precursor charge in all spectra (MS:4000175) or median MS2 precursor charge in identified spectra (MS:4000176)
medianPrecursorMz MS2 precursor median m/z of identified quantification data points (MS:4000152)
medianTicOfRtRange median of TIC values in the shortest RT range in which half of the quantification data points are identified (MS:4000159)
medianTicRtIqr median of TIC values in the RT range in which the middle half of quantification data points are identified (MS:4000158)
meta Example data for 'MsQuality': data set of Lee et al. (2019)
msexp_hilic Example data for 'MsQuality': data set of Lee et al. (2019)
msexp_rplc Example data for 'MsQuality': data set of Lee et al. (2019)
MsQuality MsQuality - Quality metric calculation from Spectra and MsExperiment objects
msSignal10xChange MS1 signal jump (10x) count (MS:4000097) or MS1 signal fall (10x) count (MS:4000098)
mzAcquisitionRange m/z acquisition range (MS:4000069)
numberEmptyScans number of empty MS1 scans (MS:4000099), number of empty MS2 scans (MS:4000100), or number of empty MS3 scans (MS:4000101)
numberSpectra number of MS1 spectra (MS:4000059) or number of MS2 spectra (MS:4000060)
plotMetric Visualize a quality metric
plotMetricTibble Helper function for plotMetric
precursorIntensityMean MS2 precursor intensity distribution mean (MS:4000117), identified MS2 precursor intensity distribution mean (MS:4000163), or unidentified MS2 precursor intensity distribution mean (MS:4000164)
precursorIntensityQuartiles MS2 precursor intensity distribution (MS:4000116), identified MS2 precursor intensity distribution (MS:4000161), or unidentified MS2 precursor intensity distribution (MS:4000162)
precursorIntensityRange MS2 precursor intensity range (MS:4000160)
precursorIntensitySd MS2 precursor intensity distribution sigma (MS:4000118), identified MS2 precursor intensity distribution sigma (MS:4000165), or unidentified MS2 precursor intensity distribution sigma (MS:4000166)
qualityMetrics Get a vector of quality metrics than can be applied to 'object'
ratioCharge1over2 ratio of 1+ over 2+ of all MS2 known precursor charges (MS:4000167) or ratio of 1+ over 2+ of identified MS2 known precursor charges (MS:4000168)
ratioCharge3over2 ratio of 3+ over 2+ of all MS2 known precursor charges (MS:4000169) or ratio of 3+ over 2+ of identified MS2 known precursor charges (MS:4000170)
ratioCharge4over2 ratio of 4+ over 2+ of all MS2 known precursor charges (MS:4000171) or ratio of 4+ over 2+ of identified MS2 known precursor charges (MS:4000172)
rtAcquisitionRange retention time acquisition range (MS:4000070)
rtIqr interquartile RT period for identified quantification data points (MS:4000153)
rtIqrRate rate of the interquartile RT period for identified quantification data points (MS:4000154)
rtOverMsQuarters MS1 quarter RT fraction (MS:4000055) or MS2 quarter RT fraction (MS:4000056)
shinyMsQuality Shiny application to visualize quality metrics
sps_hilic Example data for 'MsQuality': data set of Lee et al. (2019)
sps_rplc Example data for 'MsQuality': data set of Lee et al. (2019)
ticQuartersRtFraction TIC quarters RT fraction (MS:4000054)
ticQuartileToQuartileLogRatio MS1 TIC-change quartile ratios (MS:4000057) or MS1 TIC quartile ratios (MS:4000058)
transformIntoMzQC Transform the metrics into a list of 'MzQCmzQC' objects
vals Example data for 'MsQuality': data set of Lee et al. (2019)