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Cross-species single-cell transcriptomic analysis unveils conserved myeloid signatures in abdominal aortic aneurysm: implications for therapeutic targeting

Zhaoxuan ZhangSchool of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin, ChinaXiaoxu ZhangSchool of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin, ChinaXu GuoSchool of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin, ChinaZhenyong YangDepartment of Endocrinology, Tacheng Hospital of China Medical University, The People’s Hospital of Tacheng Prefecture, Tacheng, ChinaYanfang LiDepartment of Family Medicine, Tacheng Hospital of China Medical University, The People’s Hospital of Tacheng Prefecture, Tacheng, ChinaJ UzokovDepartment of Cardiology, Republican Specialized Scientific Practical Medical Center of Therapy and Medical Rehabilitation, Tashkent, UzbekistanM. D'OriaDivision of Vascular and Endovascular Surgery, Cardiovascular Department, University Hospital of Trieste ASUGI, Trieste, ItalyYuemeng LiDepartment of Family Medicine, Tacheng Hospital of China Medical University, The People’s Hospital of Tacheng Prefecture, Tacheng, ChinaAzad HussainDepartment of Mathematics, University of Gujrat, Gujrat, PakistanQingsheng LuDivision of Vascular Surgery, Department of General Surgery, Changhai Hospital, Naval Medical University, Shanghai, ChinaJian ZhangDepartment of Vascular Surgery, The First Hospital of China Medical University, Shenyang, ChinaYanshuo HanDepartment of Vascular Surgery, Central Hospital of Dalian University of Technology, Dalian, China
ABI

Аннотация

Background: Abdominal aortic aneurysm (AAA), a serious vascular disease, is fundamentally linked to adaptive and innate immune responses. Myeloid cells (such as various macrophages and monocytes) play a crucial role in inflammatory responses and vascular injury or repair. Materials and Methods: Using single-cell sequencing, we analyzed over 130 000 cells from human AAA samples and mouse models, performing functional and genetic classification of myeloid macrophages. For genes with high cross-species expression, we construct cell-based in vitro models to further explore their roles in inflammation. Results: We identified eight conserved macrophage subsets shared between humans and mice, underscoring the robustness of mouse models in mimicking human disease mechanisms and revealing potential for AAA translational research. Advanced tools like Monocle 3 and CellChat helped us explore immunoregulatory functions, track developmental trajectories, and map cell communication networks, discovering high cross-species expression of Secreted Phosphoprotein 1 (SPP1)/CD44. In vitro model experiments showed that SPP1 was positively correlated with M1 polarization of macrophages and negatively correlated with M2 polarization. Additionally, SCENIC identified common transcriptional regulators in the AAA environment, validating potential regulatory transcription factor targets. Conclusion: This study highlights the critical role of myeloid cells in AAA pathogenesis, confirms the potential of mouse models for therapeutic interventions, and uncovers significant crosstalk between transcription factors, deepening the understanding of AAA pathology and identifying potential therapeutic targets.

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