Novel Potential Markers of Myofibroblast Differentiation Revealed by Single-Cell RNA Sequencing Analysis of Mesenchymal Stromal Cells in Profibrotic and Adipogenic Conditions.
Olga GrigorievaNataliya BasalovaMaksim A VigovskiyMikhail ArbatskiyUliana DyachkovaMaria KulebyakinaKonstantin Y KulebyakinPyotr A Tyurin-KuzminNatalia I KalininaAnastasia Yu EfimenkoPublished in: Biomedicines (2023)
Mesenchymal stromal cells (MSCs) are the key regulators of tissue homeostasis and repair after damage. Accumulating evidence indicates the dual contribution of MSCs into the development of fibrosis induced by chronic injury: these cells can suppress the fibrotic process due to paracrine activity, but their promoting role in fibrosis by differentiating into myofibroblasts has also been demonstrated. Many model systems reproducing fibrosis have shown the ability of peroxisome proliferator-activated receptor (PPAR) agonists to reverse myofibroblast differentiation. Thus, the differentiation of multipotent cells into myofibroblasts and adipocytes can be considered as processes that require the activation of opposite patterns of gene expression. To test this hypothesis, we analyzed single cell RNA-Seq transcriptome of human adipose tissue MSCs after stimulation of the myofibroblast or adipogenic differentiation and revealed several genes that changed their expression in a reciprocal manner upon these conditions. We validated the expression of selected genes by RT-PCR, and evaluated the upregulation of several relevant proteins using immunocytochemistry, refining the results obtained by RNA-Seq analysis. We have shown, for the first time, the expression of neurotrimin (NTM), previously studied mainly in the nervous tissue, in human adipose tissue MSCs, and demonstrated its increased gene expression and clustering of membrane receptors upon the stimulation of myofibroblast differentiation. We also showed an increased level of CHD3 (Chromodomain-Helicase-DNA-binding protein 3) in MSCs under profibrotic conditions, while retinol dehydrogenase-10 (RDH10) was detected only in MSCs after adipogenic induction, which contradicted the data of transcriptomic analysis and again highlights the need to validate the data obtained by omics methods. Our findings suggest the further analysis of the potential contribution of neurotrimin and CHD3 in the regulation of myofibroblast differentiation and the development of fibrosis.
Keyphrases
- single cell
- rna seq
- adipose tissue
- mesenchymal stem cells
- gene expression
- binding protein
- high throughput
- poor prognosis
- transforming growth factor
- umbilical cord
- induced apoptosis
- endothelial cells
- bone marrow
- pulmonary fibrosis
- insulin resistance
- dna methylation
- high fat diet
- induced pluripotent stem cells
- long non coding rna
- skeletal muscle
- genome wide
- magnetic resonance imaging
- climate change
- idiopathic pulmonary fibrosis
- artificial intelligence
- electronic health record
- oxidative stress
- magnetic resonance
- type diabetes
- transcription factor
- liver fibrosis
- endoplasmic reticulum stress
- single molecule
- drug induced
- deep learning