Single-Cell Transcriptional Profiling of Aortic Endothelium Identifies a Hierarchy from Endovascular Progenitors to Differentiated Cells

被引:84
作者
Lukowski, Samuel W. [1 ]
Patel, Jatin [2 ]
Andersen, Stacey B. [1 ]
Sim, Seen-Ling [2 ]
Wong, Ho Yi [2 ]
Tay, Joshua [5 ]
Winkler, Ingrid [5 ]
Powell, Joseph E. [1 ,3 ,4 ]
Khosrotehrani, Kiarash [2 ]
机构
[1] Univ Queensland, Inst Mol Biosci, Brisbane, Qld 4072, Australia
[2] Univ Queensland, Diamantina Inst, Brisbane, Qld 4102, Australia
[3] Garvan Inst Med Res, Garvan Weizmann Ctr Cellular Genom, Darlinghurst, NSW 2010, Australia
[4] Univ New South Wales Sydney, St Vincents Clin Sch, Sydney, NSW 2010, Australia
[5] Univ Queensland, Translat Res Inst, Fac Med, Mater Res Inst, Woolloongabba, Qld 4102, Australia
基金
澳大利亚国家健康与医学研究理事会; 澳大利亚研究理事会;
关键词
STEM-CELLS; PHENOTYPIC HETEROGENEITY; EXPRESSION; HEMOGLOBIN;
D O I
10.1016/j.celrep.2019.04.102
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The cellular and molecular profiles that govern the endothelial heterogeneity of the circulatory system have yet to be elucidated. Using a data-driven approach to study the endothelial compartment via single-cell RNA sequencing, we characterized cell subpopulations within and assigned them to a defined endothelial hierarchy. We show that two transcriptionally distinct endothelial populations exist within the aorta and, using two independent trajectory analysis methods, confirm that they represent transitioning cells rather than discrete cell types. Gene co-expression analysis revealed crucial regulatory networks underlying each population, including significant metabolic gene networks in progenitor cells. Using mitochondrial activity assays and phenotyping, we confirm that endovascular progenitors display higher mitochondrial content compared to differentiated endothelial cells. The identities of these populations were further validated against bulk RNA sequencing (RNA-seq) data obtained from normal and tumor-derived vasculature. Our findings validate the heterogeneity of the aortic endothelium and previously suggested hierarchy between progenitor and differentiated cells.
引用
收藏
页码:2748 / +
页数:14
相关论文
共 40 条
[1]   Molecular regulation of angiogenesis and lymphangiogenesis [J].
Adams, Ralf H. ;
Alitalo, Kari .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2007, 8 (06) :464-478
[2]   Pdgfrα functions in endothelial-derived cells to regulate neural crest cells and the development of the great arteries [J].
Aghajanian, Haig ;
Cho, Young Kuk ;
Rizer, Nicholas W. ;
Wang, Qiaohong ;
Li, Li ;
Degenhardt, Karl ;
Jain, Rajan .
DISEASE MODELS & MECHANISMS, 2017, 10 (09) :1101-1108
[3]   Phenotypic heterogeneity of the endothelium I. Structure, function, and mechanisms [J].
Aird, William C. .
CIRCULATION RESEARCH, 2007, 100 (02) :158-173
[4]   Phenotypic heterogeneity of the endothelium II. Representative vascular beds [J].
Aird, William C. .
CIRCULATION RESEARCH, 2007, 100 (02) :174-190
[5]   Endothelial Cell Heterogeneity [J].
Aird, William C. .
COLD SPRING HARBOR PERSPECTIVES IN MEDICINE, 2012, 2 (01)
[6]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[7]   Cyclin-Dependent Kinase Inhibitor p21 Controls Adult Neural Stem Cell Expansion by Regulating Sox2 Gene Expression [J].
Angeles Marques-Torrejon, M. ;
Porlan, Eva ;
Banito, Ana ;
Gomez-Ibarlucea, Esther ;
Lopez-Contreras, Andres J. ;
Fernandez-Capetillo, Oscar ;
Vidal, Anxo ;
Gil, Jesus ;
Torres, Josema ;
Farinas, Isabel .
CELL STEM CELL, 2013, 12 (01) :88-100
[8]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[9]   Enrichr: interactive and collaborative HTML']HTML5 gene list enrichment analysis tool [J].
Chen, Edward Y. ;
Tan, Christopher M. ;
Kou, Yan ;
Duan, Qiaonan ;
Wang, Zichen ;
Meirelles, Gabriela Vaz ;
Clark, Neil R. ;
Ma'ayan, Avi .
BMC BIOINFORMATICS, 2013, 14
[10]   STAR: ultrafast universal RNA-seq aligner [J].
Dobin, Alexander ;
Davis, Carrie A. ;
Schlesinger, Felix ;
Drenkow, Jorg ;
Zaleski, Chris ;
Jha, Sonali ;
Batut, Philippe ;
Chaisson, Mark ;
Gingeras, Thomas R. .
BIOINFORMATICS, 2013, 29 (01) :15-21