1.C/EBPβ-Lin28a positive feedback loop triggered by C/EBPβ hypomethylation enhances the proliferation and migration of vascular smooth muscle cells in restenosis.
Xiaojun ZHOU ; Shan JIANG ; Siyi GUO ; Shuai YAO ; Qiqi SHENG ; Qian ZHANG ; Jianjun DONG ; Lin LIAO
Chinese Medical Journal 2025;138(4):419-429
BACKGROUND:
The main cause of restenosis after percutaneous transluminal angioplasty (PTA) is the excessive proliferation and migration of vascular smooth muscle cells (VSMCs). Lin28a has been reported to play critical regulatory roles in this process. However, whether CCAAT/enhancer-binding proteins β (C/EBPβ) binds to the Lin28a promoter and drives the progression of restenosis has not been clarified. Therefore, in the present study, we aim to clarify the role of C/EBPβ-Lin28a axis in restenosis.
METHODS:
Restenosis and atherosclerosis rat models of type 2 diabetes ( n = 20, for each group) were established by subjecting to PTA. Subsequently, the difference in DNA methylation status and expression of C/EBPβ between the two groups were assessed. EdU, Transwell, and rescue assays were performed to assess the effect of C/EBPβ on the proliferation and migration of VSMCs. DNA methylation status was further assessed using Methyltarget sequencing. The interaction between Lin28a and ten-eleven translocation 1 (TET1) was analysed using co-immunoprecipitation (Co-IP) assay. Student's t -test and one-way analysis of variance were used for statistical analysis.
RESULTS:
C/EBPβ expression was upregulated and accompanied by hypomethylation of its promoter in restenosis when compared with atherosclerosis. In vitroC/EBPβ overexpression facilitated the proliferation and migration of VSMCs and was associated with increased Lin28a expression. Conversely, C/EBPβ knockdown resulted in the opposite effects. Chromatin immunoprecipitation assays further demonstrated that C/EBPβ could directly bind to Lin28a promoter. Increased C/EBPβ expression and enhanced proliferation and migration of VSMCs were observed after decitabine treatment. Further, mechanical stretch promoted C/EBPβ and Lin28a expression accompanied by C/EBPβ hypomethylation. Additionally, Lin28a overexpression reduced C/EBPβ methylation via recruiting TET1 and enhanced C/EBPβ-mediated proliferation and migration of VSMCs. The opposite was noted in Lin28a knockdown cells.
CONCLUSION
Our findings suggest that the C/EBPβ-Lin28a axis is a driver of restenosis progression, and presents a promising therapeutic target for restenosis.
Animals
;
Cell Proliferation/genetics*
;
Cell Movement/genetics*
;
Muscle, Smooth, Vascular/metabolism*
;
Rats
;
DNA Methylation/physiology*
;
CCAAT-Enhancer-Binding Protein-beta/genetics*
;
Male
;
Myocytes, Smooth Muscle/cytology*
;
Rats, Sprague-Dawley
;
RNA-Binding Proteins/genetics*
;
Cells, Cultured
;
Coronary Restenosis/metabolism*
2.mTOR promotes oxLDL-induced vascular smooth muscle cell ferroptosis by inhibiting autophagy.
Yi LI ; Lijun ZHANG ; Yuke ZHANG ; Qi ZHANG ; Lijun ZHANG
Chinese Journal of Cellular and Molecular Immunology 2025;41(8):687-694
Objective To explore the role and mechanism of mammalian target of rapamycin (mTOR) in oxidized low-density lipoprotein (oxLDL)-induced ferroptosis in vascular smooth muscle cells (VSMCs). Methods A model of oxLDL-induced VSMC ferroptosis was established. VSMCs were co-treated with either the mTOR inhibitor rapamycin or the autophagy inducer carbonyl cyanide m-chlorophenylhydrazone (CCCP), followed by detection of autophagy and ferroptosis-related indexes. Quantitative real-time PCR and Western blot were used respectively to analyze the expression of mTOR, glutathione peroxidase 4 (GPX4), sequestosome 1 (p62), and microtubule-associated protein 1 light chain 3 (LC3). Flow cytometry was employed to assess VSMC death. C11 BODIPY fluorescent staining was used to measure cellular lipid peroxidation levels. Colorimetric assays were performed to determine the contents of malondialdehyde (MDA), ferrous ion (Fe2+) and glutathione (GSH). Results oxLDL significantly upregulated mTOR expression in VSMCs, while increasing p62 expression and reducing LC3 expression, thereby suppressing VSMC autophagy. Compared with oxLDL treatment alone, rapamycin co-treatment reversed oxLDL-induced VSMC ferroptosis, as characterized by reduced VSMC death, increased GPX4 expression and GSH contents, along with decreased MDA content, Fe2+ content and lipid peroxidation levels. Similarly, CCCP co-treatment activated autophagy characterized by reduced p62 expression and elevated LC3 expression, which subsequently alleviated oxLDL-induced ferroptosis, showing reduced VSMC death, increased GPX4 expressions and GSH contents, and decreased MDA content, Fe2+ content and lipid peroxidation levels. Moreover, mTOR inhibition by rapamycin significantly reversed the oxLDL-induced upregulation of p62 and downregulation of LC3. Conclusion mTOR may promote oxLDL-induced VSMC ferroptosis by suppressing autophagy.
Ferroptosis/drug effects*
;
Lipoproteins, LDL/metabolism*
;
TOR Serine-Threonine Kinases/physiology*
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Autophagy/drug effects*
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Muscle, Smooth, Vascular/metabolism*
;
Animals
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Rats
;
Myocytes, Smooth Muscle/cytology*
;
Cells, Cultured
;
Lipid Peroxidation/drug effects*
;
Sequestosome-1 Protein/genetics*
;
Phospholipid Hydroperoxide Glutathione Peroxidase/metabolism*
;
Microtubule-Associated Proteins/genetics*
;
Sirolimus/pharmacology*
3.Rosa laevigata Michx. inhibits pulmonary arterial smooth muscle cell proliferation in hypertension by modulating the Src-AKT1 axis.
Ziwei YANG ; Chang LÜ ; Zhu DONG ; Shulei JI ; Shenghui BI ; Xuehua ZHANG ; Xiaowu WANG
Journal of Southern Medical University 2025;45(9):1889-1902
OBJECTIVES:
To investigate the synergistic mechanism of the traditional Chinese medicine Rosa laevigata Michx. (RLM) for treatment of pulmonary arterial hypertension (PAH).
METHODS:
Network pharmacological analysis was carried out to screen the active ingredients of RLM and PAH disease targets and construct the "component-target-disease" interaction network, followed by gene enrichment analysis and molecular docking studies. In the cell experiments, primary cultures of rat pulmonary arterial smooth muscle cells were exposed to hypoxia for 24 h and treated with solvent or 100, 200 and 300 mg/mL RLM, and the changes in cell proliferation were detected using Western blotting for PCNA and immunofluorescence staining. In the animal experiment, male SD rats were randomized into 5 control group, monocrotaline (MCT) solvent group, and MCT with RLM (100, 200 and 300 mg/mL) treatment groups. HE staining and immunofluorescence staining were used to observe histopathological changes in the pulmonary blood vessels of the rats.
RESULTS:
Seven core active ingredients (including β-sitosterol and kaempferol) in RLM and 39 key disease targets were identified, and molecular docking showed that SRC was a high-affinity target. KEGG enrichment analysis showed that the differential genes were significantly enriched in calcium signaling and PI3K-AKT pathways. In rat pulmonary arterial smooth muscle cells, hypoxic exposure significantly up-regulated cellular expression of PCNA and phosphorylation levels of Src and AKT1, which were obviously lowered by RLM treatment. In RLM-treated rat models, the mean pulmonary artery pressure and right ventricular hypertrophy index (Fulton index) were significantly reduced, the tricuspid annular plane systolic excursion (TAPSE) was improved, and pulmonary vascular wall thickening and fibrosis were obviously ameliorated.
CONCLUSIONS
RLM inhibits pulmonary arterial smooth muscle cell proliferation in rat models of hypertension possibly by regulating the Src-AKT1 axis, suggesting the potential of RLM as a new natural drug for treatment of pulmonary hypertension.
Animals
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Cell Proliferation/drug effects*
;
Proto-Oncogene Proteins c-akt/metabolism*
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Rats, Sprague-Dawley
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Pulmonary Artery/cytology*
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Male
;
Rats
;
Myocytes, Smooth Muscle/cytology*
;
Hypertension, Pulmonary/pathology*
;
Drugs, Chinese Herbal/pharmacology*
;
Signal Transduction/drug effects*
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Muscle, Smooth, Vascular/cytology*
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src-Family Kinases/metabolism*
;
Cells, Cultured
4.Silencing DDX17 inhibits proliferation and migration of pulmonary arterial smooth muscle cells in vitro by decreasing mTORC1 activity.
Xiangxiang DENG ; Jia WANG ; Mi XIONG ; Ting WANG ; Yongjian YANG ; De LI ; Xiongshan SUN
Journal of Southern Medical University 2025;45(11):2475-2482
OBJECTIVES:
To investigate the mechanism of DDX17 for regulating proliferation and migration of pulmonary arterial smooth muscle cells (PASMCs) during the development of pulmonary hypertension (PH).
METHODS:
In murine PASMCs cultured under normoxic or hypoxic conditions, the effects of transfection with si-Ddx17 and insulin treatment, alone or in combination, on cell proliferation and migration were evaluated using Ki-67 immunofluorescence staining, scratch assay and Transwell assay. Western Blotting was performed to detect the changes in protein expression levels of DDX17, 4EBP1, S6, p-4EBP1, and p-S6. In a mouse model of PH induced by intraperitoneal injection of monocrotaline (MCT), the changes in pulmonary vasculature were examined using HE staining following tail vein injection of AD-Ddx17i.
RESULTS:
The PASMCs in hypoxic culture exhibited significantly enhanced cell proliferation and migration and protein expressions of p-4EBP1 and p-S6, and these changes were obviously reversed by transfection with si-Ddx17. Treatment with insulin significantly attenuated the effect of si-Ddx17 against hypoxic exposure-induced changes in PASMCs. In the mouse model of MCT-induced PH, transfection with AD-Ddx17i obviously alleviated pulmonary vascular stenosis and intimal hyperplasia.
CONCLUSIONS
The expression of DDX17 is elevated in hypoxia-induced PASMCs and PH mice, and silencing DDX17 significantly inhibits PASMC proliferation and migration in vitro and pulmonary vascular remodeling in PH mice by reducing mTORC1 activity.
Animals
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Cell Proliferation
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Cell Movement
;
DEAD-box RNA Helicases/metabolism*
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Myocytes, Smooth Muscle/metabolism*
;
Mice
;
Pulmonary Artery/cytology*
;
Hypertension, Pulmonary/metabolism*
;
Mechanistic Target of Rapamycin Complex 1
;
Cells, Cultured
;
Muscle, Smooth, Vascular/cytology*
5.Potassium dehydroandrographolide succinate regulates the MyD88/CDH13 signaling pathway to enhance vascular injury-induced pathological vascular remodeling.
Qiru GUO ; Jiali LI ; Zheng WANG ; Xiao WU ; Zhong JIN ; Song ZHU ; Hongfei LI ; Delai ZHANG ; Wangming HU ; Huan XU ; Lan YANG ; Liangqin SHI ; Yong WANG
Chinese Journal of Natural Medicines (English Ed.) 2024;22(1):62-74
Pathological vascular remodeling is a hallmark of various vascular diseases. Previous research has established the significance of andrographolide in maintaining gastric vascular homeostasis and its pivotal role in modulating endothelial barrier dysfunction, which leads to pathological vascular remodeling. Potassium dehydroandrographolide succinate (PDA), a derivative of andrographolide, has been clinically utilized in the treatment of inflammatory diseases precipitated by viral infections. This study investigates the potential of PDA in regulating pathological vascular remodeling. The effect of PDA on vascular remodeling was assessed through the complete ligation of the carotid artery in C57BL/6 mice. Experimental approaches, including rat aortic primary smooth muscle cell culture, flow cytometry, bromodeoxyuridine (BrdU) incorporation assay, Boyden chamber cell migration assay, spheroid sprouting assay, and Matrigel-based tube formation assay, were employed to evaluate the influence of PDA on the proliferation and motility of smooth muscle cells (SMCs). Molecular docking simulations and co-immunoprecipitation assays were conducted to examine protein interactions. The results revealed that PDA exacerbates vascular injury-induced pathological remodeling, as evidenced by enhanced neointima formation. PDA treatment significantly increased the proliferation and migration of SMCs. Further mechanistic studies disclosed that PDA upregulated myeloid differentiation factor 88 (MyD88) expression in SMCs and interacted with T-cadherin (CDH13). This interaction augmented proliferation, migration, and extracellular matrix deposition, culminating in pathological vascular remodeling. Our findings underscore the critical role of PDA in the regulation of pathological vascular remodeling, mediated through the MyD88/CDH13 signaling pathway.
Mice
;
Rats
;
Animals
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Myeloid Differentiation Factor 88/metabolism*
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Vascular Remodeling
;
Cell Proliferation
;
Vascular System Injuries/pathology*
;
Carotid Artery Injuries/pathology*
;
Molecular Docking Simulation
;
Muscle, Smooth, Vascular
;
Cell Movement
;
Mice, Inbred C57BL
;
Signal Transduction
;
Succinates/pharmacology*
;
Potassium/pharmacology*
;
Cells, Cultured
;
Diterpenes
;
Cadherins
6.Construction of a muscle-specific synthetic promoter library and correlation analysis of the element composition and activity of highly active promoters.
Zening WANG ; Mingfeng JIANG ; Jiu QU ; Xiaowei LI ; Yili LIU
Chinese Journal of Biotechnology 2024;40(12):4616-4627
The purpose of this study is to construct a muscle-specific synthetic promoter library, screen out muscle-specific promoters with high activity, analyze the relationship between element composition and activity of highly active promoters, and provide a theoretical basis for artificial synthesis of promoters. In this study, 19 promoter fragments derived from muscle-specific elements, conserved elements, and viral regulatory sequences were selected and randomLy connected to construct a muscle-specific synthetic promoter library. The luciferase plasmids pCMV-Luc and pSPs-Luc were constructed and transfected into the myoblast cell line C2C12. The activities of the synthesized promoters were evaluated by the luciferase activity assay. Two non-muscle-derived cell lines HeLa and 3T3 were used to verify the muscle specificity of the highly active promoters. The sequences of promoters with high activity, good muscle specificity, and correct sequences were analyzed to explore the relationship between the element composition and activity of promoters. We successfully constructed a muscle-specific promoter library and screened out 321 effective synthetic promoter plasmids. Among them, the activity of SP-301 promoter was 5.63 times that of CMV. The 15 promoters with high activity were muscle-specific. In the promoters with high activity and correct sequences, there was a relationship between their element composition and activity. Muscle-specific elements accounted for a high proportion in the promoters, while they had weak correlations with the promoter activity, being tissue-specific determinants. Viral elements accounted for no less than 20% in highly active promoters, which may be the key elements for the promoter activity. The content of conserved elements was proportional to the promoter activity. This study lays a theoretical foundation for the synthesis of tissue-specific efficient promoters and provides a new idea for the construction and application of in-situ gene delivery systems.
Promoter Regions, Genetic
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Humans
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Animals
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Mice
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Gene Library
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Cell Line
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Transfection
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HeLa Cells
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Luciferases/metabolism*
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Muscle, Skeletal/metabolism*
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Plasmids/genetics*
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Myoblasts/cytology*
7.miRNA-26a reduces vascular smooth muscle cell calcification by regulating connective tissue growth factor.
Wei WU ; Long CHENG ; Jie WANG ; Chuan Lei YANG ; Yu Qiang SHANG
Journal of Southern Medical University 2022;42(9):1303-1308
OBJECTIVE:
To investigate the regulatory role of miRNA-26a in vascular smooth muscle cell (VSMC) calcification by regulating connective tissue growth factor (CTGF).
METHODS:
Rat thoracic aorta VSMCs (A7r5 cells) with induced calcification were treated with AR234960 agonist or transfected with miR-26a mimic, or with both treatments. Alizarin red staining was used to determine calcium deposition, and phosphatase (ALP) activity in the cells was measured. The mRNA and protein expressions of miR-26a, OPG, OPN, BMP-2 and collagen Ⅱ were detected using qPCR and Western blotting. The binding of miR-26a to CTGF was verified using dual luciferase reporter gene assay.
RESULTS:
After induced calcification, A7r5 cells showed gradually decreased miR-26a expression (P < 0.05) and progressively increased CTGF expression (P < 0.05) with the extension of induction time. Treatment of the cells with AR234960 obviously increased calcification in the cells, while transfection with miR-26a mimic significantly reduced cell calcification. The calcifying cells showed significantly increased ALP activity and expressions of OPN, BMP-2 and collagen Ⅱ (P < 0.05) and lowered OPG expression (P < 0.05), and treatment with AR234960 did not produce obvious effects on these changes (P > 0.05). Transfection with miR-26a mimic resulted in significantly decreased ALP activity and expressions OPN, BMP-2 and collagen Ⅱ expression (P < 0.05) and increased OPG expression (P < 0.05) in the calcifying cells. These effects of miR-26a mimic was significantly attenuated by treatment of the cells with AR234960 (P < 0.05). The result of luciferase reporter gene assay confirmed the binding of miR-26a to CTGF.
CONCLUSION
miRNA-26a can effectively alleviate vascular calcification by lowering the level of CTGF, reducing ALP activity and the expressions of OPN, BMP-2 and collagen Ⅱ, and increasing the expression of OPG.
Animals
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Calcium/metabolism*
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Cells, Cultured
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Connective Tissue Growth Factor/pharmacology*
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MicroRNAs/metabolism*
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Muscle, Smooth, Vascular
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Myocytes, Smooth Muscle
;
Phosphoric Monoester Hydrolases/pharmacology*
;
RNA, Messenger/metabolism*
;
Rats
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Sulfones
;
Vascular Calcification
8.Bax inhibitor 1 inhibits vascular calcification in mice by activating optic atrophy 1 expression.
Wei Ren CHEN ; Hui DU ; Geng QIAN ; Yu Jie ZHOU ; Yun Dai CHEN ; Qian MA ; Xue Sha WU ; Yuan SHA
Journal of Southern Medical University 2022;42(3):330-337
OBJECTIVE:
To investigate the effects of Bax inhibitor 1 (BI- 1) and optic atrophy protein 1 (OPA1) on vascular calcification (VC).
METHODS:
Mouse models of VC were established in ApoE-deficient (ApoE-/-) diabetic mice by high-fat diet feeding for 12 weeks followed by intraperitoneal injections with Nε-carboxymethyl-lysine for 16 weeks. ApoE-/- mice (control group), ApoE-/- diabetic mice (VC group), ApoE-/- diabetic mice with BI-1 overexpression (VC + BI-1TG group), and ApoE-/- diabetic mice with BI-1 overexpression and OPA1 knockout (VC+BI-1TG+OPA1-/- group) were obtained for examination of the degree of aortic calcification using von Kossa staining. The changes in calcium content in the aorta were analyzed using ELISA. The expressions of Runt-related transcription factor 2 (RUNX2) and bone morphogenetic protein 2 (BMP-2) were detected using immunohistochemistry, and the expression of cleaved caspase-3 was determined using Western blotting. Cultured mouse aortic smooth muscle cells were treated with 10 mmol/L β-glycerophosphate for 14 days to induce calcification, and the changes in BI-1 and OPA1 protein expressions were examined using Western blotting and cell apoptosis was detected using TUNEL staining.
RESULTS:
ApoE-/- mice with VC showed significantly decreased expressions of BI-1 and OPA1 proteins in the aorta (P=0.0044) with obviously increased calcium deposition and expressions of RUNX2, BMP-2 and cleaved caspase-3 (P= 0.0041). Overexpression of BI-1 significantly promoted OPA1 protein expression and reduced calcium deposition and expressions of RUNX2, BMP-2 and cleaved caspase-3 (P=0.0006). OPA1 knockdown significantly increased calcium deposition and expressions of RUNX2, BMP-2 and cleaved caspase-3 in the aorta (P=0.0007).
CONCLUSION
BI-1 inhibits VC possibly by promoting the expression of OPA1, reducing calcium deposition and inhibiting osteogenic differentiation and apoptosis of the vascular smooth muscle cells.
Animals
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Apolipoproteins E/metabolism*
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Calcium/metabolism*
;
Caspase 3/metabolism*
;
Cells, Cultured
;
Core Binding Factor Alpha 1 Subunit/metabolism*
;
Diabetes Mellitus, Experimental/pathology*
;
GTP Phosphohydrolases/metabolism*
;
Membrane Proteins/metabolism*
;
Mice
;
Mice, Knockout
;
Muscle, Smooth, Vascular/pathology*
;
Myocytes, Smooth Muscle/pathology*
;
Optic Atrophy, Autosomal Dominant/pathology*
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Osteogenesis
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Vascular Calcification/pathology*
;
bcl-2-Associated X Protein/metabolism*
9.Chronic psychological stress exacerbates aortic medial calcification via glucocorticoids.
Yan-Qing LI ; Pan-Na HUANG ; Hao-Zhe ZHANG ; Lu-Yu HAN ; Ruo-Xiang MIAO ; Wan-Yun FENG ; Hua PAN ; Lin FENG ; Xin-Hua WU ; Juan HE ; Xu TENG ; Xiao-Ning WANG
Acta Physiologica Sinica 2022;74(6):927-938
Chronic psychological stress can promote vascular diseases, such as hypertension and atherosclerosis. This study aims to explore the effects and mechanism of chronic psychological stress on aortic medial calcification (AMC). Rat arterial calcification model was established by nicotine gavage in combination with vitamin D3 (VitD3) intramuscular injection, and rat model of chronic psychological stress was induced by humid environment. Aortic calcification in rats was evaluated by using Alizarin red staining, aortic calcium content detection, and alkaline phosphatase (ALP) activity assay. The expression levels of the related proteins, including vascular smooth muscle cells (VSMCs) contractile phenotype marker SM22α, osteoblast-like phenotype marker RUNX2, and endoplasmic reticulum stress (ERS) markers (GRP78 and CHOP), were determined by Western blot. The results showed that chronic psychological stress alone induced AMC in rats, further aggravated AMC induced by nicotine in combination with VitD3, promoted the osteoblast-like phenotype transformation of VSMCs and aortic ERS activation, and significantly increased the plasma cortisol levels. The 11β-hydroxylase inhibitor metyrapone effectively reduced chronic psychological stress-induced plasma cortisol levels and ameliorated AMC and aortic ERS in chronic psychological stress model rats. Conversely, the glucocorticoid receptor agonist dexamethasone induced AMC, promoted AMC induced by nicotine combined with VitD3, and further activated aortic ERS. The above effects of dexamethasone could be inhibited by ERS inhibitor 4-phenylbutyrate. These results suggest that chronic psychological stress can lead to the occurrence and development of AMC by promoting glucocorticoid synthesis, which may provide new strategies and targets for the prevention and control of AMC.
Rats
;
Animals
;
Glucocorticoids/metabolism*
;
Rats, Sprague-Dawley
;
Nicotine/metabolism*
;
Hydrocortisone/metabolism*
;
Muscle, Smooth, Vascular
;
Dexamethasone/metabolism*
;
Vascular Calcification/metabolism*
;
Myocytes, Smooth Muscle/metabolism*
;
Cells, Cultured
10.Bioinformatics analysis identifies aging/senescence-induced genes in calcified plaques.
Hai-Peng YAO ; Yong-Jiang QIAN ; Zhong-Qun WANG
Acta Physiologica Sinica 2022;74(6):939-948
Vascular calcification is an important pathophysiological basis of cardiovascular disease with its underlying mechanism unclear. In recent years, studies have shown that aging is one of the risk factors for vascular calcification. The purpose of this study was to investigate the microenvironmental characteristics of vascular calcification, identify aging/senescence-induced genes (ASIGs) closely related to calcified plaques, and explore the evolution trajectory of vascular calcification cell subsets. Based on the bioinformatics method, the single cell transcriptome sequencing data (Gene Expression Omnibus: GSE159677) of carotid artery samples from 3 patients undergoing carotid endarterectomy were grouped and annotated. Vascular calcification-related aging genes were identified by ASIGs data set. The pseudotime trend of ASIGs in cell subsets was analyzed by Monocle 3, and the evolution of vascular calcification cells was revealed. After quality control, all cells were divided into 8 cell types, including B cells, T cells, smooth muscle cells, macrophages, endothelial cells, fibroblasts, mast cells, and progenitor cells. Ten ASIGs related to vascular calcification were screened from the data set of ASIGs, which include genes encoding complement C1qA (C1QA), superoxide dismutase 3 (SOD3), lysozyme (LYZ), insulin-like growth factor binding protein-7 (IGFBP7), complement C1qB (C1QB), complement C1qC (C1QC), Caveolin 1 (CAV1), von Willebrand factor (vWF), clusterin (CLU), and αB-crystallin (CRYAB). Pseudotime analysis showed that all cell subsets were involved in the progression of vascular calcification, and these ASIGs may play an important role in cell evolution. In summary, AGIS plays an important role in the progression of vascular calcification, and these high expression genes may provide ideas for early diagnosis and treatment of vascular calcification.
Humans
;
Endothelial Cells
;
Muscle, Smooth, Vascular
;
Aging
;
Vascular Calcification/metabolism*
;
Computational Biology
;
Myocytes, Smooth Muscle/metabolism*

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