MSIpixel: a fully automated pipeline for compound annotation and quantitation in mass spectrometry imaging experiments.

Morosi, Lavinia; Miotto, Matteo; Timo, Sara; Carloni, Sara; Bruno, Eleonora; Meroni, Marina; Menna, Elisabetta; Lodato, Simona et al. · Brief Bioinform · 2023

basic_science · Level V

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Abstract

Mass spectrometry imaging (MSI) is commonly used to map the spatial distribution of small molecules within complex biological matrices. One of the major challenges in imaging MS-based spatial metabolomics is molecular identification and metabolite annotation, to address this limitation, annotation is often complemented with parallel bulk LC-MS2-based metabolomics to confirm and validate identifications. Here we applied MSI method, utilizing data-dependent acquisition, to visualize and identify unknown molecules in a single instrument run. To reach this aim we developed MSIpixel, a fully automated pipeline for compound annotation and quantitation in MSI experiments. It overcomes challenges in molecular identification, and improving reliability and comprehensiveness in MSI-based spatial metabolomics.

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