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massPix: an R package for annotation and interpretation of mass spectrometry imaging data for lipidomics

Metabolomics, ISSN: 1573-3890, Vol: 13, Issue: 11, Page: 128
2017
  • 20
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  • 66
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Article Description

Introduction: Mass spectrometry imaging (MSI) experiments result in complex multi-dimensional datasets, which require specialist data analysis tools. Objectives: We have developed massPix—an R package for analysing and interpreting data from MSI of lipids in tissue. Methods: massPix produces single ion images, performs multivariate statistics and provides putative lipid annotations based on accurate mass matching against generated lipid libraries. Results: Classification of tissue regions with high spectral similarly can be carried out by principal components analysis (PCA) or k-means clustering. Conclusion: massPix is an open-source tool for the analysis and statistical interpretation of MSI data, and is particularly useful for lipidomics applications.

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