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notame

Workflow for non-targeted LC-MS metabolic profiling

Bioconductor version: 3.23 · Package version: 1.2.0

Provides functionality for untargeted LC-MS metabolomics research as specified in the associated protocol article in the 'Metabolomics Data Processing and Data Analysis—Current Best Practices' special issue of the Metabolites journal (2020). This includes tabular data preprocessing and quality control, uni- and multivariate analysis as well as quality control visualizations, feature-wise visualizations and results visualizations. Raw data preprocessing and functionality related to biological context, such as pathway analysis, is not included.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("notame")

Details

MaintainerVilhelm Suksi <vksuks@utu.fi>
AuthorAnton Klåvus [aut, cph] (ORCID: <https://orcid.org/0000-0003-2612-0230>), Jussi Paananen [aut, cph] (ORCID: <https://orcid.org/0000-0001-5100-4907>), Oskari Timonen [aut, cph] (ORCID: <https://orcid.org/0000-0002-6317-6260>), Atte Lihtamo [aut], Vilhelm Suksi [aut, cre] (ORCID: <https://orcid.org/0009-0005-1108-518X>), Retu Haikonen [aut] (ORCID: <https://orcid.org/0000-0003-0830-3850>), Leo Lahti [aut] (ORCID: <https://orcid.org/0000-0001-5537-637X>), Kati Hanhineva [aut] (ORCID: <https://orcid.org/0000-0001-6834-7375>), Ville Koistinen [ctb] (ORCID: <https://orcid.org/0000-0003-1587-8361>), Olli Kärkkäinen [ctb] (ORCID: <https://orcid.org/0000-0003-0825-4956>), Artur Sannikov [ctb] (ORCID: <https://orcid.org/0000-0001-7765-123X>)
LicenseMIT + file LICENSE
URLhttps://github.com/hanhineva-lab/notame, https://hanhineva-lab.github.io/notame/
Bug Reportshttps://github.com/hanhineva-lab/notame/issues
Downloads rank147
Source branchRELEASE_3_23
biocViewsBatchEffect, BiomedicalInformatics, DataImport, MassSpectrometry, Metabolomics, MultipleComparison, Normalization, Preprocessing, QualityControl, Software, Visualization

Documentation

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Dependencies

Depends: R (>= 4.5.0), ggplot2, SummarizedExperiment

Imports: BiocGenerics, BiocParallel, dplyr, futile.logger, methods, openxlsx, S4Vectors, scales, stringr, tidyr, utils

Suggests: BiocStyle, fpc, igraph, knitr, missForest, notameViz, notameStats, pcaMethods, RUVSeq, testthat

Reverse dependencies

Imports Me (2): notameStats, notameViz