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

IF 2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Clinical Medicine Insights. Cardiology Pub Date : 2026-09-06 eCollection Date: 2026-01-01 DOI:10.1177/11795468261486227
Beatrice Bacchi, Fabrizio Rosati, Camila Mayorga Palacios, Martin Kaufmann, Kevin Ren, John F Rudan, Gianluigi Bisleri
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引用次数: 0

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.

利用DESI-MSI分析心房颤动患者心房组织的空间代谢谱:一项探索性试点研究。
背景:结构重构和心房纤维化是心房颤动(AF)的标志,然而与心房重构相关的分子改变尚未完全确定,特别是它们在人类心房组织中的空间分布。解吸电喷雾电离质谱成像(DESI-MSI)可以对组织切片进行空间分辨代谢谱分析,并可能为房颤患者心房重构相关的代谢改变提供见解。本研究探讨DESI-MSI是否可以识别房颤患者心房组织中不同的代谢特征。在这项探索性的初步研究中,10名接受心脏手术的患者(4名房颤患者和6名对照组)的心房组织样本在m/z范围50-1200内进行了DESI-MSI分析,随后进行了苏木精-伊红染色的组织学评估。利用主成分分析(PCA)和线性判别分析(LDA)对代谢谱进行分析,探索群体特异性代谢模式。结果:组织学评估显示AF和对照样本之间没有显著差异,纤维化最小。相反,DESI-MSI发现了与房颤相关的不同代谢特征。花生四烯酸(m/z 303.2)和磷脂酰肌醇(m/z 885.5)与心肌结构在空间上对应,并有助于组间代谢分离。探索性监督多变量分析显示AF和对照光谱之间存在部分分离,而LD加载图则确定了与AF样品相关的不同脂质相关离子模式。结论:在这个探索性先导队列中,DESI-MSI显示了AF和对照心房组织之间的初步代谢差异,尽管有有限的组织学重构。这些发现应该被认为是假设产生的,需要在更大的、充分匹配的、整合代谢、组织学和临床表型的队列中进行验证。虽然他们没有确定代谢重塑先于纤维化,但他们提出了DESI-MSI可能检测到表现最小组织学重塑的心房组织代谢差异的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Clinical Medicine Insights. Cardiology
Clinical Medicine Insights. Cardiology CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
5.20
自引率
3.30%
发文量
16
审稿时长
8 weeks
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