Broad Institute of MIT and Harvard University, Cambridge, MA (A.S.K., S.K.V., L.N., A.S., P.T.E., A.R., S.K., R.M.G.).
Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge (A.S.K., E.R.E.).
Circulation. 2019 Jul 9;140(2):147-163. doi: 10.1161/CIRCULATIONAHA.118.038362. Epub 2019 May 31.
The cells that form the arterial wall contribute to multiple vascular diseases. The extent of cellular heterogeneity within these populations has not been fully characterized. Recent advances in single-cell RNA-sequencing make it possible to identify and characterize cellular subpopulations.
We validate a method for generating a droplet-based single-cell atlas of gene expression in a normal blood vessel. Enzymatic dissociation of 4 whole mouse aortas was followed by single-cell sequencing of >10 000 cells.
Clustering analysis of gene expression from aortic cells identified 10 populations of cells representing each of the main arterial cell types: fibroblasts, vascular smooth muscle cells, endothelial cells (ECs), and immune cells, including monocytes, macrophages, and lymphocytes. The most significant cellular heterogeneity was seen in the 3 distinct EC populations. Gene set enrichment analysis of these EC subpopulations identified a lymphatic EC cluster and 2 other populations more specialized in lipoprotein handling, angiogenesis, and extracellular matrix production. These subpopulations persist and exhibit similar changes in gene expression in response to a Western diet. Immunofluorescence for Vcam1 and Cd36 demonstrates regional heterogeneity in EC populations throughout the aorta.
We present a comprehensive single-cell atlas of all cells in the aorta. By integrating expression from >1900 genes per cell, we are better able to characterize cellular heterogeneity compared with conventional approaches. Gene expression signatures identify cell subpopulations with vascular disease-relevant functions.
形成动脉壁的细胞会导致多种血管疾病。这些细胞群体中的细胞异质性程度尚未得到充分描述。单细胞 RNA 测序的最新进展使得鉴定和描述细胞亚群成为可能。
我们验证了一种在正常血管中生成基于液滴的单细胞基因表达图谱的方法。对 4 个完整的小鼠主动脉进行酶解,然后对超过 10000 个细胞进行单细胞测序。
对主动脉细胞的基因表达进行聚类分析,鉴定出 10 种主要动脉细胞类型的细胞群体:成纤维细胞、血管平滑肌细胞、内皮细胞(EC)和免疫细胞,包括单核细胞、巨噬细胞和淋巴细胞。在 3 种不同的 EC 群体中观察到最显著的细胞异质性。对这些 EC 亚群进行基因集富集分析,确定了一个淋巴管 EC 簇和另外 2 个更专门处理脂蛋白、血管生成和细胞外基质产生的群体。这些亚群在响应西方饮食时会持续存在并表现出相似的基因表达变化。免疫荧光染色 Vcam1 和 Cd36 表明整个主动脉中 EC 群体存在区域异质性。
我们展示了主动脉中所有细胞的综合单细胞图谱。通过整合每个细胞超过 1900 个基因的表达,我们能够更好地描述细胞异质性,与传统方法相比。基因表达特征确定了具有血管疾病相关功能的细胞亚群。