ArticleAnalytical chemistry2026
Automatic Coregistration of High-Resolution MALDI-MSI and Raman Imaging Applied to Cardiac Tissue of Fabry Disease Mouse Models.
Article in Analytical chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Understanding early molecular changes in biological tissues is crucial for diagnosing pathological and genetic diseases and for elucidating their underlying mechanisms. However, localized molecular alterations of low-molecular-weight compounds (<2000 Da) are not inferred from conventional staining or genetic methods. Here, we established a multimodal imaging approach that integrates Raman spectroscopy and atmospheric pressure matrix-assisted laser desorption/ionization mass spectrometry imaging (AP-MALDI-MSI): two complementary, label-free techniques enabling molecular profiling of a broad spectrum of biomolecules from one single tissue section. This method was applied to detect globotriaosylceramide (Gb3) accumulation in the heart tissue of murine models of Fabry disease, including mice deficient in α-galactosidase A (GLA) activity (GLA knockout) and transgenic mice with a GLA knockout and an upregulation of Gb3 synthase. With AP-MALDI-MSI, we were able to discern the heterogeneous expression of Gb3 lipoforms with down to 5 μm pixel size and reveal the significantly increased Gb3 content in mice containing a GLA knockout combined with human Gb3 synthase overexpression compared to GLA knockout and wild-type samples. By employing Raman microscopy with a pixel size of 2 μm, we were able to contextualize the physiological alterations in cardiac tissue by identifying components associated with nuclei, tissue, collagen, and lipids for the same three genotypes. An automated coregistration algorithm aligned Raman and AP-MALDI-MSI data from the same tissue section with a (5.1 ± 1.6) μm precision, enabling overlay at 5 and 2 μm resolutions. The method resolved heterogeneous Gb3 distributions and distinct lipid species in cardiac mouse tissue.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.