ArticleFrontiers in genetics2021
Single-Cell Transcriptional Profiling Reveals Sex and Age Diversity of Gene Expression in Mouse Endothelial Cells.
Article in Frontiers in genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 28 citations in OpenAlex.
- Integrative analysis of the mouse cecal microbiome across diet, age, and weight in the diverse BXD population.Microbiome · 2026Article
- Single-cell RNA sequencing reveals disease associated changes in brain endothelial cells in the 5XFAD mouse.Fluids and barriers of the CNS · 2026Article
- Sex differences in endothelial cell biology: cellular phenotypes and molecular regulators.Frontiers in physiology · 2026Review
- Integrated spatial transcriptomics and single-cell RNA sequencing reveal Lars2-mediated spatiotemporal dynamics of myocardial remodeling in a mouse model of transverse aortic constriction.Frontiers in immunology · 2026Article
- Endothelial Reactive Oxygen Species: Key Players in Cardiovascular Health and Disease.Antioxidants & redox signaling · 2025Review
- Single-cell RNA sequencing uncovers heterogenous immune cell responses upon exposure to food additive (E171) titanium dioxide.Journal of nanobiotechnology · 2024Article
- Single-cell atlas of the human brain vasculature across development, adulthood and disease.Nature · 2024Article
- Advances in the study of S100A9 in cardiovascular diseases.Cell proliferation · 2024Review
- Specific Circular RNA Signature of Endothelial Cells: Potential Implications in Vascular Pathophysiology.International journal of molecular sciences · 2024Article
- Heterogeneity of endothelial VE-PTP downstream polarization, Tie2 activation, junctional claudin-5, and permeability in the aorta and vena cava.Cell and tissue research · 2024Article
- Sex, Endothelial Cell Functions, and Peripheral Artery Disease.International journal of molecular sciences · 2023Review
- Deciphering endothelial heterogeneity in health and disease at single-cell resolution: progress and perspectives.Cardiovascular research · 2023Article
- Transcriptomic profiling reveals sex-specific molecular signatures of adipose endothelial cells under obesogenic conditions.iScience · 2023Article
- Diversity of arterial cell and phenotypic heterogeneity induced by high-fat and high-cholesterol diet.Frontiers in cell and developmental biology · 2023Article
- Understanding the development of oral epithelial organs through single cell transcriptomic analysis.Development (Cambridge, England) · 2022Article
- Single-cell transcriptional profiling of human carotid plaques reveals a subpopulation of endothelial cells associated with stroke incidences.Journal of cellular and molecular medicine · 2022Article
- Spatial Transcriptome Uncovers the Mouse Lung Architectures and Functions.Frontiers in genetics · 2022Article
- Aberrant mitochondrial homeostasis at the crossroad of musculoskeletal ageing and non-small cell lung cancer.PloS one · 2022Article
- Review
- Characterization of the blood-brain barrier in genetically diverse laboratory mouse strains.Fluids and barriers of the CNS · 2021Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 3 countries.
Funding
Abstract
Although it is well-known that sex and age are important factors regulating endothelial cell (EC) function, the impact of sex and age on the gene expression of ECs has not been systematically analyzed at the single cell level. In this study, we performed an integrated characterization of the EC transcriptome of five major organs (e.g., fat, heart-aorta, lung, limb muscle, and kidney) isolated from male and female C57BL/6 mice at 3 and 18 months of age. A total of 590 and 252 differentially expressed genes (DEGS) were identified between females and males in the 3- and 18-month subgroups, respectively. Within the younger and older group, there were 177 vs. 178 DEGS in fat, 305 vs. 469 DEGS in heart/aorta, 22 vs. 37 DEGS in kidney, 26 vs. 439 DEGS in limb muscle, and 880 vs. 274 DEGS in lung. Interestingly, LARS2, a mitochondrial leucyl tRNA synthase, involved in the translation of mitochondrially encoded genes was differentially expressed in all organs in males compared to females in the 3-month group while S100a8 and S100a9, which are calcium binding proteins that are increased in inflammatory and autoimmune states, were upregulated in all organs in males at 18 months. Importantly, findings from RNAseq were confirmed by qPCR and Western blot. Gene enrichment analysis found genes enriched in protein targeting, catabolism, mitochondrial electron transport, IL 1- and IL 2- signaling, and Wnt signaling in males vs. angiogenesis and chemotaxis in females at 3 months. In contrast, ECs from males and females at 18-months had up-regulation in similar pathways involved in inflammation and apoptosis. Taken together, our findings suggest that gene expression is largely similar between males and females in both age groups. Compared to younger mice, however, older mice have increased expression of genes involved in inflammation in endothelial cells, which may contribute to the development of chronic, non-communicable diseases like atherosclerosis, hypertension, and Alzheimer's disease with age.
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