Single cell spatial transcriptomics integration deciphers the morphological heterogeneity of atherosclerotic carotid arteries

The process of arterial atherosclerosis is characterised by accumulation of lipids and fibrous material with accompanying inflammation. As plaques progress, they restrict blood flow and cause rupture, which results in life threatening organ ischemia and dysfunction. Although extensively studied, a clear understanding of plaque heterogeneity and mechanisms that trigger their destabilization remains elusive. Our study reveals the molecular microarchitecture of human carotid artery plaques, using bulk and single-cell RNA sequencing combined with single-cell spatial transcriptomics, for which we present optimized cell segmentation algorithms. We identified distinct plaque morphologies linked to different cell type compositions, impacting early and advanced lesion formation, as well as destabilization. Spatial transcriptomics enabled us to further determine an inflammatory smooth muscle cell subtype, localize regions of neovascularization, and assign hotspots for macrophage activity within distinct cellular neighbourhoods across lesions. For different macrophage substates, we propose gradual and locally contained transdifferentiation of subluminal inflammatory HMOX1+ macrophages into a lipid-handling TREM2+ phenotype within border zones of the fibrous cap and necrotic core. Our findings provide insight into the complex heterogeneity of human atherosclerosis by unravelling location and proximity of different mural and immune cell substates involved in plaque progression and vulnerability.

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Publication Details

Journal
Nature Communications
Published
2025-12-18
DOI
https://doi.org/10.1038/s41467-025-67679-4
Citations
3
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
2.42
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article

Single cell spatial transcriptomics integration deciphers the morphological heterogeneity of atherosclerotic carotid arteries

Katja Steiger, Fatemeh Peymani, Nadja Sachs, Christina Hillig et al.
3 citations
Nature Communications
Single-cell and spatial transcriptomics
2.42
article

Single cell spatial transcriptomics integration deciphers the morphological heterogeneity of atherosclerotic carotid arteries

Katja Steiger, Fatemeh Peymani, Nadja Sachs, Christina Hillig, Alan R. Tall, Muredach P. Reilly, Lars Mäegdefessel, Hanrui Zhang, Johannes Wirth, Dániel Garger, Daniela Branzan, Holger Prokisch, Michael P. Menden, Ira Tabas, Jessica Pauli, Justus Wettich, Mingyao Li
article en
3 citations

Abstract

The process of arterial atherosclerosis is characterised by accumulation of lipids and fibrous material with accompanying inflammation. As plaques progress, they restrict blood flow and cause rupture, which results in life threatening organ ischemia and dysfunction. Although extensively studied, a clear understanding of plaque heterogeneity and mechanisms that trigger their destabilization remains elusive. Our study reveals the molecular microarchitecture of human carotid artery plaques, using bulk and single-cell RNA sequencing combined with single-cell spatial transcriptomics, for which we present optimized cell segmentation algorithms. We identified distinct plaque morphologies linked to different cell type compositions, impacting early and advanced lesion formation, as well as destabilization. Spatial transcriptomics enabled us to further determine an inflammatory smooth muscle cell subtype, localize regions of neovascularization, and assign hotspots for macrophage activity within distinct cellular neighbourhoods across lesions. For different macrophage substates, we propose gradual and locally contained transdifferentiation of subluminal inflammatory HMOX1+ macrophages into a lipid-handling TREM2+ phenotype within border zones of the fibrous cap and necrotic core. Our findings provide insight into the complex heterogeneity of human atherosclerosis by unravelling location and proximity of different mural and immune cell substates involved in plaque progression and vulnerability.

Nature CommunicationsVol. 16(1)
The University of Melbourne (AU), Columbia University Irving Medical Center (US), TUM Klinikum (DE), Karolinska Institutet (SE), Helmholtz Zentrum München (DE), Institute of Human Genetics (PL), German Centre for Cardiovascular Research (DE), University of Pennsylvania (US)
Openalex Percentile: Top 10%
Single-cell and spatial transcriptomics
2.42
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