Unraveling the Complexity of Abdominal Aortic Aneurysm: Multiplexed Imaging Insights into C-Reactive Protein-Related Variations
Eun Na KimiD, Heeyoung SeokiD, Jiwon KohiD, Wookyeom YangiD, Gyu Ho LeeiD, Woo Hee ChoiiD, Joon Seo LimiD, You Jung OkiD, Jae Sung ChoiiD, Chong Jai KimiD, Lizhe ZhuangiD, Young Hwan ChangiD, Se Jin OhiD
Abstract
BackgroundAbdominal aortic aneurysm (AAA) is a potentially lethal condition that often remains asymptomatic until it ruptures. Recent research suggests that immune-inflammatory processes are associated with AAA development, yet the exact mechanisms remain unclear. Serum C-reactive protein (CRP) serves as a prognostic marker for AAA and various cardiovascular diseases. When CRP accumulates in damaged tissues, it transforms into a monomeric form, exacerbating tissue damage. Our previous study confirmed the presence of CRP deposition in eroded AAA and atherosclerosis regions, accompanied by an increased infiltration of inflammatory cells. However, a comprehensive understanding of the specific changes in the inflammatory cellular landscape attributable to CRP deposition is lacking. Here, we aimed to explore cellular-level alterations in AAAs associated with varying CRP levels. MethodsWe categorized AAA patients into High-CRP ([≥]0.1 mg/dL, and [≥]3+ CRP IHC score, n=6) and Low-CRP ([≤]0.1 mg/dL, and [≤]1+ CRP IHC score, n=3), and used normal aorta specimens as a baseline control. The cellular landscape of immune and stromal components was characterized using Co-Detection by Indexing (CODEX) tissue imaging with 31 DNA-barcoded antibodies, followed by single-cell-based analysis and GPU-accelerated unsupervised clustering. ResultsWe identified 51 distinct immune and stromal cell types in the cohort and revealed significant differences in protein expression patterns among the groups. In AAA, stromal cells decreased significantly, while immune cell proportions sharply increased. Lag3+ T cell regulators decreased, leading to an increase in CD3+ T cells. The composition of immune cells within atherosclerotic plaques was associated with the degree of CRP deposition in AAA. The High-CRP group showed increased M1 and Ki67+ proliferating macrophages, while the Low-CRP group exhibited intensified fibrosis with M2 macrophages. ConclusionsOur study found significant variations in immune cell distribution within AAA walls based on CRP levels. These findings suggest a potential link between CRP-related immune changes and AAA progression. HIGHLIGHTSO_LIBy performing CODEX (co-detection by indexing) multiplexed imaging on paraffin-embedded, formalin-fixed archived abdominal aortic aneurysm (AAA) tissue samples with varying CRP levels, we segmented 415,365 cells into 51 distinct clusters. C_LIO_LIIn AAA, the presence of CRP deposition led to variations in the spatial relationships, distances, and enrichment patterns among immune and stromal cells.. C_LIO_LIIn AAA-High CRP, there was an intensified infiltration of M1 macrophages and various immune cells observed in the atherosclerotic plaque. C_LIO_LIIn AAA-Low CRP, severe stromal fibrosis was associated with M2 macrophages. C_LIO_LIOur results suggest that the deposition of CRP into the atherosclerotic plaque alters the immune-stromal landscape in AAA. C_LI
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 5
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- CRP immunodeposition and proteomic analysis in abdominal aortic aneurysm
E. N. Kim, J. Yu, … S. J. Oh·PLOS ONEPeer-reviewed·Aug 24, 2021
- Using TCR and BCR sequencing to unravel the role of T and B cells in abdominal aortic aneurysm
C. Elster, M. Ommer-Bläsius, … N. Gerdes·Frontiers in Cardiovascular MedicinePeer-reviewed·Nov 14, 2023
- Spatial Transcriptomics Reveals CXCL12+ Fibroblasts as Central Immune Organizers through CXCR4 Signaling in Abdominal Aortic Aneurysm
Dina Lévy-Lambert, Joel L. Ramirez, … Adam Oskowitz·bioRxiv·Nov 24, 2025
- Deciphering abdominal aortic diseases through T-cell clonal repertoire of perivascular adipose tissue
L. Piacentini, C. Vavassori, … G. I. Colombo·bioRxiv·Dec 5, 2023
- Divergent and dominant anti-inflammatory effects of patient-derived anti-citrullinated protein antibodies (ACPA) in arthritis development
B. Raposo, M. G. Afonso, … V. Malmström·bioRxiv·Sep 30, 2022
- Single-cell transcriptome analysis reveals the cellular atlas of human intracranial aneurysm and highlights inflammation features associated with aneurysm rupture