Frontiers in Genetics · 2021 · 30 citations · 39 references
Life SciencesBiologyMolecular BiologyGene ExpressionGene Expression AnalysisTranscriptomicsDifferential Expression AnalysisDifferential Gene Expression AnalysisGene Expression ProfilingGenetics Of AgingMitochondrial Gene ExpressionSingle-cell TranscriptomicsAge Diversity AnalysisSex-biased Gene ExpressionSex-specific Gene ExpressionSingle-cell Comparative TranscriptomicsSingle-cell Gene Expression ProfilingSingle-cell Genomics Of AgingTranscriptome ProfilingTranscriptome Sequencing
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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Enrichr: interactive and collaborative HTML5 gene list enrichment analysis tool
Edward Y. Chen, Christopher M. Tan, Yan Kou et al. · BMC Bioinformatics · 2013 · 8.4K citations · Full text
Single-cell transcriptomics of 20 mouse organs creates a Tabula Muris
A single-cell transcriptomic atlas characterizes ageing tissues in the mouse
Nicole Almanzar, Jane Antony, Ankit S. Baghel et al. · Nature · 2020 · 1.3K citations · Full text