Single-Cell RNA Sequencing Maps Endothelial Metabolic Plasticity in Pathological Angiogenesis

单细胞 RNA 测序描绘病理性血管生成中的内皮代谢可塑性

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作者:Katerina Rohlenova, Jermaine Goveia, Melissa García-Caballero, Abhishek Subramanian, Joanna Kalucka, Lucas Treps, Kim D Falkenberg, Laura P M H de Rooij, Yingfeng Zheng, Lin Lin, Liliana Sokol, Laure-Anne Teuwen, Vincent Geldhof, Federico Taverna, Andreas Pircher, Lena-Christin Conradi, Shawez Khan,

Abstract

Endothelial cell (EC) metabolism is an emerging target for anti-angiogenic therapy in tumor angiogenesis and choroidal neovascularization (CNV), but little is known about individual EC metabolic transcriptomes. By single-cell RNA sequencing 28,337 murine choroidal ECs (CECs) and sprouting CNV-ECs, we constructed a taxonomy to characterize their heterogeneity. Comparison with murine lung tumor ECs (TECs) revealed congruent marker gene expression by distinct EC phenotypes across tissues and diseases, suggesting similar angiogenic mechanisms. Trajectory inference predicted that differentiation of venous to angiogenic ECs was accompanied by metabolic transcriptome plasticity. ECs displayed metabolic transcriptome heterogeneity during cell-cycle progression and in quiescence. Hypothesizing that conserved genes are important, we used an integrated analysis, based on congruent transcriptome analysis, CEC-tailored genome-scale metabolic modeling, and gene expression meta-analysis in cross-species datasets, followed by in vitro and in vivo validation, to identify SQLE and ALDH18A1 as previously unknown metabolic angiogenic targets.

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