Package: IDSL.IPA 2.9

Dinesh Barupal

IDSL.IPA: Intrinsic Peak Analysis (IPA) for HRMS Data

A multi-layered untargeted pipeline for high-throughput LC/HRMS data processing to extract signals of organic small molecules. The package performs ion pairing, peak detection, peak table alignment, retention time correction, aligned peak table gap filling, peak annotation and visualization of extracted ion chromatograms (EICs) and total ion chromatograms (TICs). The 'IDSL.IPA' package was introduced in <doi:10.1021/acs.jproteome.2c00120> .

Authors:Sadjad Fakouri-Baygi [aut], Dinesh Barupal [cre, aut]

IDSL.IPA_2.9.tar.gz
IDSL.IPA_2.9.zip(r-4.5)IDSL.IPA_2.9.zip(r-4.4)IDSL.IPA_2.9.zip(r-4.3)
IDSL.IPA_2.9.tgz(r-4.4-any)IDSL.IPA_2.9.tgz(r-4.3-any)
IDSL.IPA_2.9.tar.gz(r-4.5-noble)IDSL.IPA_2.9.tar.gz(r-4.4-noble)
IDSL.IPA_2.9.tgz(r-4.4-emscripten)IDSL.IPA_2.9.tgz(r-4.3-emscripten)
IDSL.IPA.pdf |IDSL.IPA.html
IDSL.IPA/json (API)

# Install 'IDSL.IPA' in R:
install.packages('IDSL.IPA', repos = c('https://idslme.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/idslme/idsl.ipa/issues

Datasets:

On CRAN:

exposomefeature-detectionlipidomicsmass-spectrometrymetabolomicspeak-detectionpeak-pickingsmall-moleculeuntargeted-metabolomics

53 exports 14 stars 2.33 score 23 dependencies 4 dependents 1 scripts 500 downloads

Last updated 1 years agofrom:daf678ff21. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 24 2024
R-4.5-winOKAug 24 2024
R-4.5-linuxOKAug 24 2024
R-4.4-winOKAug 24 2024
R-4.4-macOKAug 24 2024
R-4.3-winOKAug 24 2024
R-4.3-macOKAug 24 2024

Exports:alignedPeakPropertyTableCorrelationListCalculatoranalyteRetentionTimeCorrectorchromatographicPeakAnalysischromatographicPeakDetectorderivative5pointsStencilgapFillingCoreIPA_aggregateIPA_baselineDeveloperIPA_CompoundsAnnotationIPA_GapFillerIPA_IonPairingIPA_logRecorderIPA_messageIPA_MSdeconvoluterIPA_peak_alignment_folder_xlsxAnalyzerIPA_PeakAlignmentIPA_PeakAnalyzerIPA_PeaklistAnnotationIPA_spectraListAggregatorIPA_targetedIPA_targeted_xlsxAnalyzerIPA_workflowIPA_WorkflowIPA_xlsxAnalyzerislocalminimumislocaloptimumloadRdatamzClusteringRawXICmzRTindexerpeakAlignmentCorepeakAreaCalculatorpeakAsymmetryFactorCalculatorpeakDerivativeSkewnessCalculatorpeakFrontingTailingResolverpeakGaussianityCalculatorpeakPropertyTableFreqCalculatorpeakPropertyTableMedianCalculatorpeakPseudomomentsSymmetryCalculatorpeakSharpnessCalculatorpeakUSPtailingFactorCalculatorpeakWidthCalculatorpeakXcolFillerpeakXcolFlaggerplot_mz_eicplot_simple_ticprimaryXICdeconvoluterrecursiveMZpeaklistCorrectorreferenceRetentionTimeDetectorSNRbaselineSNRrmsSNRxcmstargetedIonPairingXIC

Dependencies:base64enccellrangerclicpp11crayonfansigluehmsIDSL.MXPlifecyclemagrittrpillarpkgconfigprettyunitsprogressR6readxlrematchrlangtibbleutf8vctrsxml2

Readme and manuals

Help Manual

Help pageTopics
Aligned Peak Property Table Correlation List CalculatoralignedPeakPropertyTableCorrelationListCalculator
analyte retention time correctoranalyteRetentionTimeCorrector
chromatogram builder for m/z = 263.1678 in 003.d from cord blood samplechromatogramMatrix
Chromatography analysischromatographicPeakAnalysis
peak detectionchromatographicPeakDetector
Numerical differentiation by five-point stencil methodderivative5pointsStencil
Gap-Filling Core FunctiongapFillingCore
aggregation method for the IDSL.IPA modulesIPA_aggregate
Develop a baseline for the chromatogram using local minimaIPA_baselineDeveloper
Compound-centric peak annotationIPA_CompoundsAnnotation
IPA GapFillerIPA_GapFiller
IPA Ion PairingIPA_IonPairing
IPA_logRecorderIPA_logRecorder
IPA messageIPA_message
MS deconvoluterIPA_MSdeconvoluter
IPA peak alignment folder xlsxAnalyzerIPA_peak_alignment_folder_xlsxAnalyzer
IPA peak alignmentIPA_PeakAlignment
IPA Peak AnalyzerIPA_PeakAnalyzer
IPA Peaklist AnnotationIPA_PeaklistAnnotation
spectraList filteringIPA_spectraListAggregator
IPA Targeted AnalysisIPA_targeted
IPA Targeted xlsxAnalyzerIPA_targeted_xlsxAnalyzer
IPA WorkflowIPA_Workflow IPA_workflow
IPA xlsx AnalyzerIPA_xlsxAnalyzer
islocalminimumislocalminimum
islocaloptimumislocaloptimum
loadRdataloadRdata
m/z clustering raw XICmzClusteringRawXIC
m/z - RT IndexermzRTindexer
peak splinepeak_spline
Peak Alignment CorepeakAlignmentCore
peak areapeakAreaCalculator
Asymmetry factor for a chromatographic peakpeakAsymmetryFactorCalculator
Peak Derivative Skewness CalculatorpeakDerivativeSkewnessCalculator
Fronting and tailing peaks resolverpeakFrontingTailingResolver
Peak Gaussianity CalculatorpeakGaussianityCalculator
Peak Property Table Frequency CalculatorpeakPropertyTableFreqCalculator
Peak Property Table Median CalculatorpeakPropertyTableMedianCalculator
Peak Pseudomoments Symmetry CalculatorpeakPseudomomentsSymmetryCalculator
Peak Sharpness CalculatorpeakSharpnessCalculator
Peak USP Tailing Factor CalculatorpeakUSPtailingFactorCalculator
peak width measuementpeakWidthCalculator
Peak table producerpeakXcolFiller
PeakXcol FlaggerpeakXcolFlagger
plot_mz_eicplot_mz_eic
plot_simple_ticplot_simple_tic
Primary peak analyzerprimaryXICdeconvoluter
recursive mass correctionrecursiveMZpeaklistCorrector
Reference retention time detectorreferenceRetentionTimeDetector
segmentsegment
SNR baselineSNRbaseline
SNR RMSSNRrms
SNR xcmsSNRxcms
Targeted Ion PairingtargetedIonPairing
XICXIC