Evidence map›Paper›PMID 42719471›Full record

ArticleClinical Medicine Insights. Cardiology2026

Spatial Metabolic Profiling of Human Atrial Tissue in Atrial Fibrillation Using DESI-MSI: An Exploratory Pilot Study.

Beatrice Bacchi, Fabrizio Rosati, Camila Mayorga Palacios, Martin Kaufmann, Kevin Ren, John F Rudan, Gianluigi Bisleri

Abstract read
In one paragraph

Article in Clinical Medicine Insights. Cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Beatrice BacchiDivision of Cardiac Surgery, St Michael's Hospital, University of Toronto, Toronto, ON, Canada.ORCID https://orcid.org/0000-0001-9452-5577
Fabrizio RosatiDivision of Cardiac Surgery, ASST Spedali Civili di Brescia, University of Brescia, Italy.
Camila Mayorga PalaciosDivision of Cardiac Surgery, St Michael's Hospital, University of Toronto, Toronto, ON, Canada.
Martin KaufmannDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.
Kevin RenDepartment of Pathology, Queen's University, Kingston, ON, Canada.
John F RudanDepartment of Surgery, Kingston Health Science Centre, Queen's University, Kingston, ON, Canada.
Gianluigi BisleriDivision of Cardiac Surgery, St Michael's Hospital, University of Toronto, Toronto, ON, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Structural remodeling and atrial fibrosis are hallmarks of atrial fibrillation (AF), yet molecular alterations associated with atrial remodeling remain incompletely characterized, particularly their spatial distribution within human atrial tissue. Desorption Electrospray Ionization Mass Spectrometry Imaging (DESI-MSI) enables spatially resolved metabolic profiling of tissue sections and may provide insight into metabolic alterations associated with atrial remodeling in AF. This study investigated whether DESI-MSI could identify distinct metabolic signatures in atrial tissue from patients with AF. Methods: In this exploratory pilot study, atrial tissue samples from 10 patients undergoing cardiac surgery (4 with AF and 6 controls) underwent DESI-MSI analysis across an m/z range of 50-1200, followed by histologic assessment with hematoxylin-eosin staining. Metabolic profiles were analyzed using principal component analysis (PCA) and linear discriminant analysis (LDA) to explore group-specific metabolic patterns. Results: Histologic evaluation demonstrated minimal fibrosis without significant differences between AF and control samples. In contrast, DESI-MSI identified distinct metabolic features associated with AF. Arachidonic acid (m/z 303.2) and phosphatidylinositol species (m/z 885.5) demonstrated spatial correspondence with myocardial architecture and contributed to metabolic separation between groups. Exploratory supervised multivariate analysis showed partial separation between AF and control spectra, while LD loading plots identified differential lipid-related ion patterns associated with AF samples. Conclusions: In this exploratory pilot cohort, DESI-MSI demonstrated preliminary metabolic differences between AF and control atrial tissues despite limited histologic remodeling. These findings should be considered hypothesis-generating and will require validation in larger, adequately matched cohorts integrating metabolic, histologic, and clinical phenotypes. Although they do not establish that metabolic remodeling precedes fibrosis, they raise the possibility that DESI-MSI may detect metabolic differences in atrial tissue exhibiting minimal histologic remodeling.

Indexed as

atrial fibrillationatrial remodelingDESI-MSImass spectrometry imagingmetabolomics

Identifiers

PMID42719471
PMCPMC13554659

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.