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Interpretable machine learning coupled to spatial transcriptomics unveils mechanisms of macrophage-driven fibroblast activation in ischemic cardiomyopathy

2025-08-24

Abstract excerpt

Myocardial infarction (MI) often leads to ischemic cardiomyopathy, which is characterized by extensive cardiac remodeling and pathological fibrosis accompanied by inflammatory cell accumulation. Although inflammatory responses elicited by cardiac macrophages are instrumental in post-MI cardiac remodeling, macrophage microniche-mediated fibroblast activation in MI are not understood. Analyses of the spatial transcr...

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Literature Corpus work
f7870158-1cae-51ac-93d2-8870f1c93a6f
DOI
10.1101/2025.08.18.25333841
Open publication

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Interpretable machine learning coupled to spatial transcriptomics unveils mechanisms of macrophage-driven fibroblast activation in ischemic cardiomyopathyDOI 10.1101/2025.08.18.25333841
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