A Streamlined Workflow for Microscopy-Driven MALDI Imaging Mass Spectrometry Data Collection

05 September 2024, Version 1
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Matrix-assisted laser desorption/ionization imaging mass spectrometry (MALDI IMS) is a rapidly advancing technology for biomedical research. As spatial resolution increases, however, so does acquisition time, file size, and experimental cost, which increases the need to perform precise sampling of targeted tissue regions to optimize the biological information gleaned from an experiment and minimize wasted resources. The ability to define instrument measurement regions based on key tissue features and automatically sample these specific regions of interest (ROIs) addresses this challenge. Herein, we demonstrate a workflow using standard software that allows for direct sampling of microscopy-defined regions by MALDI IMS. Three case studies were included, highlighting different methods for defining features from common sample types – manual annotation of vasculature in human brain tissue, automated segmentation of renal functional tissue units across whole slide images using custom segmentation algorithms, and automated segmentation of dispersed HeLa cells using open-source software. Each case minimizes data acquisition from unnecessary sample regions and dramatically increases throughput while uncovering molecular heterogeneity within targeted ROIs. This workflow provides an approachable method for spatially targeted MALDI IMS driven by microscopy as part of multimodal molecular imaging studies.

Keywords

MALDI IMS
Multimodal
Molecular Imaging
High spatial resolution imaging
Human brain
HeLa Cells
Human Kidney
high-throughput
targeted
targeted sampling
single-cell analysis

Supplementary materials

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Supplementary Information
Description
The annotation workflow, extended methods, additional instrument parameters, and whole slide images from the brain, kidney, and dispersed cell experiments are provided within the SI.
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