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人类和鼠类成纤维细胞单细胞转录组学揭示成纤维细胞簇受衰老和血清胆固醇影响的差异。

Human and murine fibroblast single-cell transcriptomics reveals fibroblast clusters are differentially affected by ageing and serum cholesterol.

机构信息

Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands.

Institute of Experimental Medicine and Systems Biology, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.

出版信息

Cardiovasc Res. 2023 Jul 4;119(7):1509-1523. doi: 10.1093/cvr/cvad016.

Abstract

AIMS

Specific fibroblast markers and in-depth heterogeneity analysis are currently lacking, hindering functional studies in cardiovascular diseases (CVDs). Here, we established cell-type markers and heterogeneity in murine and human arteries and studied the adventitial fibroblast response to CVD and its risk factors hypercholesterolaemia and ageing.

METHODS AND RESULTS

Murine aorta single-cell RNA-sequencing analysis of adventitial mesenchymal cells identified fibroblast-specific markers. Immunohistochemistry and flow cytometry validated platelet-derived growth factor receptor alpha (PDGFRA) and dipeptidase 1 (DPEP1) across human and murine aorta, carotid, and femoral arteries, whereas traditional markers such as the cluster of differentiation (CD)90 and vimentin also marked transgelin+ vascular smooth muscle cells. Next, pseudotime analysis showed multiple fibroblast clusters differentiating along trajectories. Three trajectories, marked by CD55 (Cd55+), Cxcl chemokine 14 (Cxcl14+), and lysyl oxidase (Lox+), were reproduced in an independent RNA-seq dataset. Gene ontology (GO) analysis showed divergent functional profiles of the three trajectories, related to vascular development, antigen presentation, and/or collagen fibril organization, respectively. Trajectory-specific genes included significantly more genes with known genome-wide associations (GWAS) to CVD than expected by chance, implying a role in CVD. Indeed, differential regulation of fibroblast clusters by CVD risk factors was shown in the adventitia of aged C57BL/6J mice, and mildly hypercholesterolaemic LDLR KO mice on chow by flow cytometry. The expansion of collagen-related CXCL14+ and LOX+ fibroblasts in aged and hypercholesterolaemic aortic adventitia, respectively, coincided with increased adventitial collagen. Immunohistochemistry, bulk, and single-cell transcriptomics of human carotid and aorta specimens emphasized translational value as CD55+, CXCL14+ and LOX+ fibroblasts were observed in healthy and atherosclerotic specimens. Also, trajectory-specific gene sets are differentially correlated with human atherosclerotic plaque traits.

CONCLUSION

We provide two adventitial fibroblast-specific markers, PDGFRA and DPEP1, and demonstrate fibroblast heterogeneity in health and CVD in humans and mice. Biological relevance is evident from the regulation of fibroblast clusters by age and hypercholesterolaemia in vivo, associations with human atherosclerotic plaque traits, and enrichment of genes with a GWAS for CVD.

摘要

目的

目前缺乏特定的成纤维细胞标志物和深入的异质性分析,这阻碍了心血管疾病(CVD)的功能研究。在这里,我们建立了小鼠和人类动脉中的细胞类型标志物和异质性,并研究了外膜成纤维细胞对 CVD 及其危险因素高胆固醇血症和衰老的反应。

方法和结果

对小鼠主动脉外膜间充质细胞的单细胞 RNA 测序分析确定了成纤维细胞特异性标志物。免疫组织化学和流式细胞术在人类和小鼠主动脉、颈动脉和股动脉中验证了血小板衍生生长因子受体α(PDGFRA)和二肽酶 1(DPEP1),而传统标志物如分化群(CD)90 和波形蛋白也标记了转谷氨酰胺酶+血管平滑肌细胞。接下来,拟时间分析显示多个成纤维细胞簇沿着轨迹分化。在一个独立的 RNA-seq 数据集,三个轨迹,由 CD55(Cd55+)、趋化因子 14(Cxcl14+)和赖氨酰氧化酶(Lox+)标记,被复制。基因本体论(GO)分析显示了三个轨迹的不同功能特征,分别与血管发育、抗原呈递和/或胶原纤维组织有关。轨迹特异性基因包括与 CVD 相关的已知全基因组关联(GWAS)的基因明显多于预期的随机数量,这意味着它们在 CVD 中具有作用。事实上,通过流式细胞术在老年 C57BL/6J 小鼠和轻度高胆固醇血症 LDLR KO 小鼠的主动脉外膜中显示出 CVD 风险因素对成纤维细胞簇的差异调节。在衰老和高胆固醇血症的主动脉外膜中,胶原相关的 CXCL14+和 LOX+成纤维细胞的扩张分别与外膜胶原的增加相吻合。对人类颈动脉和主动脉标本的免疫组化、批量和单细胞转录组学分析强调了转化价值,因为在健康和动脉粥样硬化标本中观察到 CD55+、CXCL14+和 LOX+成纤维细胞。此外,轨迹特异性基因集与人类动脉粥样硬化斑块特征呈差异相关。

结论

我们提供了两种外膜成纤维细胞特异性标志物,PDGFRA 和 DPEP1,并证明了人类和小鼠健康和 CVD 中外膜成纤维细胞的异质性。体内由年龄和高胆固醇血症调节成纤维细胞簇、与人类动脉粥样硬化斑块特征相关以及富含 CVD GWAS 基因的相关性表明了其生物学相关性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a85a/10318398/f42910bada54/cvad016_ga1.jpg

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