bioRxivMolecular BiologyPreprint
Enhancing Lipid Detection and Spatial Accuracy in Carotid Plaques Using Mass Spectrometry Imaging Techniques
Sphamandla NtshangaseiD, Sean McCafferty, Zahra Javid, Beth WhittingtoniD, Phyo H. KhaingiD, Tony FengiD, Allison C. WinarskiiD, Fraser Simpson, Shazia Khan, Joanna P. SimpsoniD, Hannah O'Neill, Sharon Yen Ming Chan, Ala HassounehiD, Mark Davis, Rahul VelineniiD, Andrew Tambyraja, Alex von KriegsheimiD, Catriona GrahamiD, Rachael O. ForsytheiD, Stephanie SellersiD, Patrick W. F. HadokeiD, David Ernest NewbyiD, Ruth AndrewiD
Abstract
Matrix-assisted laser desorption/ionisation mass spectrometry imaging (MALDI-MSI) is a powerful technique for studying lipid distribution in carotid plaques, key to understanding atherosclerosis. This study aimed to improve sample preparation for MALDI-MSI-based spatial lipidomics of carotid plaques by improving both matrix application and tissue handling. Human carotid plaques were collected from endarterectomy patients with ethical approval and sectioned at 10 {micro}m thickness for MALDI-MSI. We compared eight sample preparation methods, including hydroxypropyl methylcellulose-polyvinylpyrrolidone (HPMC-PVP) embedding media and Cryofilm-type IMS(R) to provide support and maintain tissue structural integrity during sectioning. Methods were assessed for signal intensity, lipid diffusion, lipid coverage, tissue morphology, and image co-registration which each criterion scored from 1-3. Cryofilm-based methods scored highest for preserving tissue morphology and minimising folding artifacts (2.9-3.0) but were limited in co-registration (2.0) due to reliance on adjacent sections. Sublimation methods generally produced greater lipid coverage with reduced lateral diffusion, while automated sprayer methods scored higher in signal intensity/sensitivity (3.0) but had increased lipid delocalisation, particularly for highly hydrophobic species such as triacylglycerols and sterols. The results highlight clear trade-offs between tissue structural preservation, lipid detection sensitivity, and spatial integrity in MALDI-MSI. Because spatial integrity cannot be compromised for imaging lipids in carotid atherosclerotic plaques, Cryofilm combined with sublimation offers a clear advantage. This work strengthens MALDI-MSI workflows enabling more precise spatial mapping and deeper biological interpretation of atherosclerotic lipid distributions.
- organism: human
- assay: spatial transcriptomics
- research focus: benchmarking
- approach: experimental assay
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A lipid atlas of human carotid atherosclerosis
A. M. Moerman, M. Visscher, … G. Van Soest·bioRxiv·Mar 9, 2020
- Evaluation of 6 MALDI-Matrices for 10 μm lipid imaging and on-tissue MSn with AP-MALDI-Orbitrap
T. B. Angerer, J. Bour, … G. Frache·bioRxiv·Oct 27, 2021
- Metabolic niches: MALDI imaging reveals lipidomic heterogeneity in the human heart
Kayla M. Osumi, Evan P. Kransdorf, … Elizabeth K. Neumann·Journal of the American Society for Mass SpectrometryPeer-reviewed·Oct 26, 2026
- Tissue fixation effects on human retinal lipid analysis by MALDI imaging and LC-MS/MS technologies
A. Kotnala, D. M. Anderson, … K. L. Schey·bioRxiv·Apr 29, 2021
- Omics Scale Quantitative Mass Spectrometry Imaging of Lipids in Brain Tissue using a Multi-Class Internal Standard Mixture
M. Vandenbosch, S. M. Mutuku, … S. R. Ellis·bioRxiv·Jun 21, 2023
- Acquiring thin histological sections of acai(Euterpe oleracea Mart.) seeds for molecular mapping by mass spectrometry imaging
F. L. Brum, G. R. Martins, … A. Sant'Ana da Silva·bioRxiv·Aug 20, 2022