Search bioRxiv⌕ Search

bioRxiv · 10.64898/2026.01.14.699204

Enhancing Lipid Detection and Spatial Accuracy in Carotid Plaques Using Mass Spectrometry Imaging Techniques

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.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Ntshangase, S., McCafferty, S., Javid, Z., Whittington, B., Khaing, P., Feng, T., Winarski, A., Simpson, F., Khan, S., Simpson, J. P., O'Neill, H., Chan, S. Y. M., Hassouneh, A., Davis, M., Velineni, R., Tambyraja, A., Kriegsheim, A. v., Graham, C., Forsythe, R., Sellers, S., Hadoke, P. W., Newby, D. E., Andrew, R.. 2026-01-14. Enhancing Lipid Detection and Spatial Accuracy in Carotid Plaques Using Mass Spectrometry Imaging Techniques. https://doi.org/10.64898/2026.01.14.699204

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

A G-Quadruplex Containing First Intron Harbors a Functional Polyadenylation Signal in TP53

First introns of mammalian genes are often longer than other introns and may contain regulatory elements, suggesting that they may have roles in gene regulation. We detected a previously unannotated, low abundance intronic transcript, TP53-INT1, using long-read direct RNA sequencing data. TP53-INT1 has low coding potential and terminates within the first and longest intron of TP53. The transcript structure and 3'-end were validated by independent experimental and in silico evidence. We identified a canonical polyadenylation signal upstream of the transcript termination site and demonstrated its functionality using reporter assays. Furthermore, a potential G-quadruplex (G4)-forming sequence was identified upstream of this polyadenylation signal. The G4-forming potential was confirmed using spectroscopic and thermal stability analyses. Complementing the in vitro characterizations, treatment with Pyridostatin, a G4-stabilizing drug, was associated with decreased TP53 expression. Together, these findings characterize a previously unannotated TP53 intronic transcript and reveal a local genomic context combining accessible chromatin, a functional polyadenylation signal, and a potential G4-forming sequence that may influence full-length transcription.

molecular biology↗

An architectural RNA builds a reaction crucible through molecular concentration and activated enzyme selection

Architectural RNAs (arcRNAs) scaffold membraneless organelles (MLOs), yet how they organize functional proteins remains unclear. Nuclear stress bodies (nSBs), MLOs scaffolded by HSATIII arcRNAs, incorporate SRSFs during stress. During stress recovery, nSBs function as reaction crucibles that recruit the kinase CLK1 to accelerate SRSF rephosphorylation and normalize stress-induced splicing. Here, we identify the ASAP complex as a recruitment factor that recognizes Ser341-phosphorylated, catalytically activated CLK1. HSATIII-bound SRSFs recruit ASAP, assembling a platform for CLK1 recruitment. Biochemical reconstitution reveals that this platform enhances SRSF phosphorylation by concentrating SRSFs and CLK1 while selectively recruiting activated CLK1, establishing nSB reaction crucibles as molecular concentrators and selectors. The SRSF-ASAP-CLK1 interaction network is conserved between humans and mice, suggesting that primate-specific HSATIII arcRNAs co-opted this pre-existing network to establish reaction-crucible function in nSBs. Our findings reveal how arcRNAs organize functional proteins through quantitative enrichment and qualitative selection to build biochemically active MLOs.

molecular biology↗

Adult-like thick-filament protein stoichiometry in immature human iPSC-derived cardiomyocytes

Human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) retain immature sarcomeric isoforms, raising questions about their ability to recapitulate the protein stoichiometry of adult human myocardium. We integrated two independent quantitative proteomic datasets of iPSC-CMs with published fetal and region-resolved adult human heart proteomes to compare sarcomeric protein abundance. Although iPSC-CMs clustered with fetal heart based on their global shared proteome and retained fetal troponin I expression, key thick-filament protein ratios closely matched those of adult myocardium. Myosin heavy-to-light chain ratios approached the expected 2:4 stoichiometry, while myosin-binding protein abundance relative to myosin heavy chains was comparable across iPSC-CMs and adult cardiac regions. These findings reveal that developmental immaturity in sarcomeric isoform expression does not entail altered thick-filament protein proportions. Preservation of adult-like myosin-binding protein stoichiometry supports the use of iPSC-CMs to investigate sarcomeric diseases associated with altered protein dosage, particularly MYBPC3-associated hypertrophic cardiomyopathy.

molecular biology↗