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Single-cell spatial transcriptomics unravels the cellular landscape of abdominal aortic aneurysm
Guizhen Zhao, Chun-Seok Cho, Hongyu Liu, Yongha Hwang, Yichen Si, Myungjin Kim, Yongjie Deng, Yang Zhao, Chao Xue, Yanhong Guo, Lin Chang, Dogukan Mizrak, Bo Yang, Hyun Min Kang, Jifeng Zhang, Jun Hee Lee, Y. Eugene Chen
Guizhen Zhao, Chun-Seok Cho, Hongyu Liu, Yongha Hwang, Yichen Si, Myungjin Kim, Yongjie Deng, Yang Zhao, Chao Xue, Yanhong Guo, Lin Chang, Dogukan Mizrak, Bo Yang, Hyun Min Kang, Jifeng Zhang, Jun Hee Lee, Y. Eugene Chen
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Research Article Cardiology Vascular biology

Single-cell spatial transcriptomics unravels the cellular landscape of abdominal aortic aneurysm

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Abstract

Abdominal aortic aneurysm (AAA) is a life-threatening vascular disease with no effective pharmacological interventions. While single-cell transcriptomics has advanced our understanding of AAA, it lacks spatial context. Here, we employed Seq-Scope, an ultra-high-resolution spatial transcriptomic technology, to decipher the spatial landscape of angiotensin II–induced AAA in Apoe–/– mice. Our analysis revealed the heterogeneity of macrophages, fibroblasts, and smooth muscle cells (SMCs), with specific responses in different layers of the AAA tissue. SMCs in the inner layers showed associations with Mgp-expressing fibroblasts and GPNMB-expressing macrophages, whereas the outer layers had different dominant cell types. Notably, GPNMB-expressing macrophages were concentrated near SMCs in regions of severe elastic lamina damage. Immunofluorescent staining confirmed their colocalization, and scRNA-seq reanalysis independently validated the presence of GPNMB-high macrophages in AAA tissues, highlighting their involvement in inflammation and tissue remodeling. Moreover, we discovered that macrophage-derived soluble GPNMB induces SMC phenotypic switching, reducing contractile markers while increasing cytokines and metalloproteinases. This effect was partly mediated by CD44 signaling. These findings suggest that GPNMB-high macrophages contribute to AAA development by driving SMC dysfunction. This study highlights the importance of high-resolution spatial transcriptomics in complementing single-cell transcriptomics, offering valuable insights into molecular and cellular responses in the AAA microenvironment.

Authors

Guizhen Zhao, Chun-Seok Cho, Hongyu Liu, Yongha Hwang, Yichen Si, Myungjin Kim, Yongjie Deng, Yang Zhao, Chao Xue, Yanhong Guo, Lin Chang, Dogukan Mizrak, Bo Yang, Hyun Min Kang, Jifeng Zhang, Jun Hee Lee, Y. Eugene Chen

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Figure 1

Single-cell spatial transcriptomic profiling of normal and aneurysmal abdominal aortas by Seq-Scope.

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Single-cell spatial transcriptomic profiling of normal and aneurysmal ab...
Sixteen-week-old male Apoe–/– mice were infused with AngII (1,000 ng/kg/min) or saline via minipumps for 4 weeks. n = 5/group. (A) Schematic diagram depicting the mouse abdominal aortic aneurysm (AAA) and the spatial-transcriptomic analysis. (B) Uniform manifold approximation and projection (UMAP) of spatial transcriptomics spots from normal control and aneurysm group. The transcriptomics spots were from 10 sections of 3 normal control and 10 sections of 3 AAA group. (C) UMAP of cell-type clusters based on the gene compositions in each spatial transcriptomics spot. SMC, smooth muscle cells; Csrp2, SMC_Csrp2, SMCs highly expressing cysteine and glycine-rich protein 2; Fibroblast_Col, fibroblasts highly expressing collagen; Fibroblast_Mgp, fibroblasts highly expressing matrix Gla protein; Firboblast_Tmem119, fibroblast highly expressing transmembrane protein 119; Macrophage_Ctsb, macrophages highly expressing cathepsin B; Macrophage_Gpnmb, macrophages highly expressing glycoprotein Nmb; RBC, red blood cell. (D) Dot plot of marker genes for each cell population. (E) StackedVlnPlot showing the expression of marker genes across Control and Aneurysm groups. (F) Cell population percentages in each group. (G and H) Representative spatial plots of cell-type clusters (G) were overlaid with H&E imaging (H).

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