CircRNA ARHGAP10 promotes osteogenic differentiation through the miR-335-3p/RUNX2 pathway in aortic valve calcification
Highlight box
Key findings
• Our study confirmed that circular RNAs (circRNAs) ARHGAP10 (circARHGAP10) promoted osteogenic differentiation by competitively binding to miR-335-3p to regulate RUNX2 expression in valve interstitial cells (VICs).
What is known and what is new?
• An increasing number of studies have revealed that circRNAs play crucial roles in cardiovascular disease, including in myocardial infarction, heart failure and atherosclerosis.
• We performed experiments that confirmed that circARHGAP10 promoted osteogenic differentiation through the miR-335-3p/RUNX2 pathway in VICs and in vivo.
What is the implication, and what should change now?
• Our study confirmed that circARHGAP10 promoted osteogenic differentiation by competitively binding to miR-335-3p to regulate RUNX2 expression in VICs. Our study revealed a novel mechanism of circRNA in calcific aortic valve disease (CAVD) and may shed light on circRNA-directed diagnostics and therapeutics for CAVD. Thus, whether circARHGAP10 sponges other microRNAs and regulates the expression of other genes in the osteogenic differentiation of VICs needs further exploration.
Introduction
Calcific aortic valve disease (CAVD) is a common cardiovascular disease mainly characterized by thickening and calcification of the aortic valve and inflammatory cell infiltration (1-4). CAVD has high morbidity and mortality. As the level of medical care continues to evolve, surgical treatments for CAVD have been developed such as less-invasive transcatheter aortic valve replacement (TAVR), consequently decreasing mortality. However, without such treatment, the disease can be fatal (5-7). The American Heart Association (AHA) has identified seven cardiovascular disease influencing factors, namely body mass index (BMI), healthy diet, physical activity, smoking, blood pressure, blood sugar, and total cholesterol, these seven indicators have guiding significance for clinical prevention of cardiovascular disease (8). Currently, obesity is an important risk factor for CAVD. Therefore, reducing the prevalence of obesity may lead to a lower incidence of CAVD (9,10). Valve interstitial cells (VICs) are the principal cells of the aortic valve, and the osteogenic differentiation of VICs is the main pathogenesis of valve calcification (11,12). Therefore, exploring the underlying mechanism of CAVD, especially the mechanism of osteogenic differentiation of VICs, is needed to explore potential treatments for CAVD.
Circular RNAs (circRNAs) are a class of noncoding RNAs (ncRNAs) that have closed-loop structures, no 5'-3' polarity, and no polyA tail (13). An increasing number of studies have confirmed that circRNAs play vital roles in a variety of physiological and pathological processes, including cardiovascular development and diseases (14). Mao et al. found that circSATB2 regulated the proliferation and differentiation of vascular smooth muscle cells through the miR-939/STIM1 pathway in coronary heart disease (15). CircNfix expression was significantly increased by a super-enhancer in the adult heart of humans, rats, and mice. Knockdown of circNfix promoted the proliferation and angiogenesis of cardiomyocytes and inhibited their apoptosis; it also attenuated cardiac dysfunction and improved the prognosis of myocardial infarction (16). In CAVD, Wang et al. found that circRIC3, a pro-calcification circRNA, regulated the expression of DDP4 by sponging miR-204-5p to promote the osteogenic differentiation of human VICs (hVICs) (17). Yu et al. found that circRNA TGFBR2 inhibited the osteogenic differentiation of hVICs by competitively binding to miR-25-3p and by regulating the expression of TWIST1 (18). However, the number of circRNAs reported to be involved in the development of CAVD is limited, and only these two circRNAs have been reported to be associated with CAVD thus far.
In this study, we detected the expression differences of circRNAs through RNA sequencing and found that some circRNAs were highly expressed in calcified aortic valve (CAV) leaflets compared with normal tissue. Of these, circRNA ARHGAP10 (circARHGAP10) was found to be the most significantly upregulated in calcified tissues. Through in vitro and in vivo experiments, we successively demonstrated that upregulated circARHGAP10 expression promotes the calcification of VICs through the miR-335-3p/RUNX2 pathway, which in turn induces CAVD. These findings may provide a new target for the diagnosis and treatment of CAVD. We present this article in accordance with the ARRIVE and MDAR reporting checklists (available at https://jtd.amegroups.com/article/view/10.21037/jtd-23-919/rc).
Methods
Clinical samples
All clinical samples were obtained from the Vasculocardiology Department of the Affiliated Hospital of Nantong University. A total of 20 CAV leaflet samples were obtained from patients who underwent aortic valve replacement, and 4 control non-CAV samples with normal echocardiographic analyses were obtained from heart transplant patients. Exclusion criteria included rheumatic aortic valvulopathy, congenital valve disease, and infective endocarditis. All samples were collected during the operation and immediately frozen in liquid nitrogen and stored at −80 ℃ until the experiments. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Ethics Committee of the Affiliated Hospital of Nantong University (approval No. 2023-L030), and informed consent was taken from all the patients.
RNA sequencing
The aberrant expression of circRNAs in the CAV samples and control non-CAVs was analyzed by circRNA sequencing as previously described (17). Briefly, total RNA from the tissues was extracted using TRIzol lysis buffer. The total RNA was treated with ribonuclease R (RNase R; Epicentre, Madison, WI, USA) to delete linear RNAs. The enriched circRNAs were then amplified and transcribed into fluorescent cRNA using the Arrayster Super RNA labeling protocol (Arrayster, Rockville, MD, USA). The labeled cRNAs were hybridized onto the Arrayster Human circRNA Array V2. Next, the arrays were scanned by an Agilent G2505C scanner, and the raw data were extracted by Agilent Feature Extraction software (version 11.0.1.1). The aberrant expression of microRNAs (miRNAs) in circARHGAP10-overexpressing VICs and control VICs was analyzed by miRNA sequencing as previously described (19). For miRNA sequencing, a small RNA sequencing library was prepared by using the NEBNext Multiplex Small RNA Library Prep Set for Illumina (NEB, Ipswich, NJ, USA) according to the manufacturer’s instructions. The libraries were finally sequenced, and the Solexa chastity quantity-filtered reads were obtained as clean reads. Quantile normalization and subsequent data processing were performed using the R software limma package. The normalized intensity of each group (averaged normalized intensities of replicate samples, log2 transformed) was analyzed by paired t-test (P<0.05). Hierarchical clustering was performed to show the significantly differentially expressed circRNAs and miRNAs between the two groups.
Polymerase chain reaction (PCR)
Genomic DNA (gDNA) was isolated from clinical aortic valve tissue samples using a gDNA purification kit (Thermo Fisher Scientific, Waltham, MA, USA). RNA was isolated from clinical aortic valve tissue samples using TRIzol, and RNA was reversely transcribed to complementary DNA (cDNA) by using PrimeScript RT Master Mix (Takara, Kusatsu, Japan). The cDNA and gDNA were used as the PCR templates. Convergent and divergent primers were used in the PCR. PCR amplification was performed using Taq DNA polymerase (5 U/μL). Amplification was performed in three steps, denaturation at 95 ℃, annealing at 60 ℃, and extension at 72 ℃, for 35 amplification cycles. The amplification reagents were purchased from Vazyme (Nanjing, China). The PCR products were separated by 2% agarose gel electrophoresis with Tris-acetate-ethylenediamine tetraacetic acid (TAE) running buffer. DNA was separated by electrophoresis at 120 V for 30 min. The bands were visualized by ultraviolet (UV) irradiation. The PCR products underwent Sanger sequencing by TSINGKE (Beijing, China). All experiments were independently repeated 3 times. The divergent primer and convergent primer sequences are shown in Table 1.
Table 1
Name | Forward (5'-3') | Reverse (5'-3') |
---|---|---|
CircARHGAP10 convergent | GTTTCAAATCACTCCAAGC | GAAACTTCAAGTCCATGAGG |
CircARHGAP10 divergent | GCTGCCCTCATGGACTTGAA | CTCTGGACCTTTGAACTCAC |
CircARHGAP10 | GCTGCCCTCATGGACTTGAA | CTCTGGACCTTTGAACTCAC |
CircHP1BP3 | CTGAAGAAGTATGTCCTAGAG | AAGATTGCATCCATCTTGGG |
CircCAXN | AACATGCTAAGAGGCCAGAT | CATCGGTATCGTCTTTCTTG |
CircPICALM | TGGCAACCAAAGGTTGCACC | TTAAGGCCAGCTGAAGGGTG |
CircDLG1 | TATCTTAGCCGGAGGACCTG | TGTCTGGCCCAAGAAGGAAG |
MiR-335-3p | TTTTTCATTATTGCTC | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-204-5p | TTCCCTTTGTCATCCT | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-135a-5p | TATGGCTTTTTATTCCT | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-664a-3p | TATTCATTTATCCCCAG | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-181d-5p | AACATTCATTGTTGTCG | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-125b-5p | TCCCTGAGACCCTAAC | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-125a-5p | TCCCTGAGACCCTTTAAC | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-365b-3p | TAATGCCCCTAAAAAT | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-365a-3p | TAATGCCCCTAAAAAT | AGTGCAGGGTCCGAGGTATT |
Hsa-miR-424-3p | CAAAACGTGAGGCGC | AGTGCAGGGTCCGAGGTATT |
U6 | CTCGCTTCGGCAGCACA | AACGCTTCACGAATTTGCGT |
AHR | TTGGTTGTGATGCCAAAGGA | GGATATGGGACTCGGCACAA |
RUNX2 | GCGGTGCAAACTTTCTCCAG | TGCTTGCAGCCTTAAATGACTC |
ZNF440 | GCCCTCCGTCCATTCCTTTA | AGCCACTGGGTCCATTTCTC |
B3GNT5 | ACTTTAGCTCCGATGCGGG | AATATTCCATGCCACCTCCAAGT |
DGKE | CCACCCGCGCGAGGTATC | CGAGCACAGCGTCCACAAGA |
TMEM159 | TGCCCACCATCAAGCAAGAG | GCAGTTCCTGCAAGTCCCTT |
BAG1 | ACCGTTGTCAGCACTTGGAA | TTGGGCAGAAAACCCTGCTG |
RNF112 | GCAACATCTTCCAGAGATTGTC | CAGAAGGTGGCGGAAGTCAT |
PDS5B | TGTCTTCACCTTTGCCGGGG | AGGCTTCTCCAATTCAGACCTTACA |
TFRC | CGGAGGACGCGCTAGTGTTC | TCGCCATCTACTTGCCGAGC |
FUT9 | GCTTTACCCCTAGGACCGATTT | GACATGCCATGAAACAGCCC |
ATP6V1G1 | GAGGCCCGCAAAAGAAAGAAC | TGCCGGAAGTATGTCTGGAG |
SMIM14 | TCCAATTCTCACCTCCCCTTC | TGGGACTGCCGTAACAGATTGA |
RUNX2-mouse | CAGGCGTATTTCAGATGATG | TGGGAACTGCCTGGGGTCTG |
GAPDH | AGTCCACTG GCGTCTTCA | GAGTCCTTCCACGATACCAA |
PCR, polymerase chain reaction; RT-qPCR, real-time quantitative polymerase chain reaction; GAPDH, glyceraldehyde-3-phosphate dehydrogenase.
Cell isolation and culture
Primary VICs were isolated from normal human non-CAVs by using collagenase I in accordance with a previously published method (20). Briefly, valve leaflets were digested in essential medium containing 1.0 mg/mL type I collagenase for 30 min at 37 ℃. The valvular endothelial cells (ECs) were then removed by vortexing, and the valve leaflets were added to fresh medium containing 1.0 mg/mL collagenase I and incubated for 4–6 h at 37 ℃. Following vortexing and repeated aspiration to break up the tissue mass, the cell suspension was centrifuged at 1,000 rpm for 10 min to precipitate the cells. Finally, the precipitated cells were resuspended and cultured in DMEM (Thermo Fisher Scientific) containing 10% fetal bovine serum (Thermo Fisher Scientific) and 100 U/mL penicillin-streptomycin (Sigma-Aldrich, St. Louis, MO, USA). To induce osteogenic differentiation of primary VICs, 0.25 mmol/L L-ascorbic acid, 10 mmol/L β-glycerophosphate, and 10 nmol/L dexamethasone (Sigma-Aldrich) were added to form complete Dulbecco’s modified Eagle medium (DMEM). After osteogenic differentiation was induced, the cells were collected at days 0, 1, 3, 5, 7, and 14 for further exploration.
Primary vascular ECs (VECs) were isolated from normal human non-CAV leaflets. In brief, the aortic valve leaflets were collected, washed with Hank’s balanced salt solution (HBSS) (Gibco, Carlsbad, CA, USA), and then incubated for 1 h in a 5× antibiotic solution on ice. Following collagenase incubation for 10 min, the valve leaflets were scraped using a sterile scalpel, washed with 3 mL of complete DMEM, and rinsed 3 times with HBSS. The collected medium was centrifuged, and the cells were resuspended in complete medium. VECs were cultured in complete DMEM supplemented with an EC growth supplement (0.1 mg/mL; BD Biosciences, Franklin Lakes, NJ, USA).
HEK-293T and COS7 cell lines were purchased from Shanghai Junrui Biotechnology Co., Ltd. (Shanghai, China). The HEK-293T cells were cultured in MEM (Thermo Fisher Scientific) containing 100 U/mL penicillin-streptomycin and 10% fetal bovine serum. The COS7 cells were cultured in DMEM containing 4 mM L-glutamine (Sigma-Aldrich) and supplemented with 100 U/mL penicillin-streptomycin and 10% fetal bovine serum. All cells were incubated in a humidified incubator containing 5% CO2 at 37 ℃.
Lentivirus infection
The following were synthesized by Gene Pharma (Shanghai, China): circARHGAP10 short hairpin RNA (shRNA) [forward (F): 5'-AATTCAAAAAAGCGGCAGCCCAGAATCTCGTCTCGAGACGAGATTCTGGGCTGCCGCT-3', reverse (R): 5'-CCGGAGCGGCAGCCCAGAATCTCGTCTCGAGACGAGATTCTGGGCTGCCGCTTTTTTG-3']; RUNX2 shRNA (F: 5'-AATTCAAAAACAGCAACAGCAGCAGCAGCAGCTCGAGCTGCTGCTGCTGCTGTTGCTG-3', R: 5'-CCGGCAGCAACAGCAGCAGCAGCAGCTCGAGCTGCTGCTGCTGCTGTTGCTGTTTTTG-3'); scramble [sh-normal control (sh-NC), F: 5'-AATTCAAAAAGCGCGATAGCGCTAATAATTTCTCGAGAAATTATTAGCGCTATCGCGC-3', R: 5'-CCGGGCGCGATAGCGCTAATAATTTCTCGAGAAATTATTAGCGCTATCGCGCTTTTTG-3']; miR-335-3p mimics/inhibitor sequence (mimics-F: 5'-UUUUUCAUUCUUGCUCCUGACC-3', mimics-R: 5'-UCAGGAGCAAGAAUGAAAAAUU-3', inhibitor: 5'-GGUCAGGAGCAAGAAUGAAAAA-3'); and mimics/inhibitor-NC (mimics-NC-F: 5'-GAGAUGUUCAAUCGGGUAUUU-3', mimics-NC-R: 5'-AUACCCGAUUGAACAUCUCUU-3', inhibitor-NC: 5'-GAAUUACAUGCACCACUCAAU-3'). shRNAs were inserted into the pLKO.1-puro plasmid (Sigma-Aldrich). Full-length circARHGAP10 was inserted into the overexpression vector pcDNA3.1 (Invitrogen, Carlsbad, CA, USA). All lentivirus packaging work was performed by Gene Pharma.
VICs were seeded in 6-well plates at 1×105 cells/mL and cultured with osteogenic medium. When the cell confluence reached 60%, 200 μL of 1×108 TU/mL lentivirus solution was added. Fresh medium was changed after 18 hours of infection. After 48 h of infection, 3 ng/μL puromycin (Solarbio, Beijing, China) was added to select infected cells.
Real-time quantitative PCR (RT-qPCR)
Total RNA was isolated from aortic valve tissue or treated VICs with TRIzol reagent. The nuclear and cytoplasmic fractions of VICs were extracted with NE-PER Nuclear and Cytoplasmic Extraction Reagents (Thermo Fisher Scientific) following the manufacturer’s instructions. The RNA was reverse transcribed to cDNA using PrimeScript RT Master Mix (Takara) with oligo (dT) or random primers. Next, RT-qPCR was performed using a SYBR green PCR kit with an Applied Biosystems 7300 sequence detection system (Applied Biosystems, Foster City, CA, USA). U6 and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) were used as the internal controls for relative expression quantitation. All experiments were independently repeated 3 times. The primers are shown in Table 1.
Alkaline phosphatase (ALP) activity
Aortic valve tissue and infected VICs were collected and rinsed twice with PBS. Protein was extracted with 1% Triton X-100 followed by centrifugation at 10,000 rpm/min for 10 min. ALP activity was measured with an ALP activity colorimetric assay kit (Sigma-Aldrich) according to the manufacturer’s instructions. The absorption at 405 nm was detected with p-nitrophenyl phosphate (pNPP) substrate.
Alizarin red S staining
VICs were cultured with α-minimum essential medium (α-MEM) containing 10% fetal bovine serum, 0.1 mM dexamethasone, 10 mM b-glycerophosphate, and 50 mM ascorbic acid-2-phosphate to induce osteogenic differentiation. After the appropriate number of days in culture, the cells were washed with phosphate-buffered saline (PBS) and fixed with 4% paraformaldehyde (PFA) for 30 min. The cells were then stained with 2% Alizarin red S (Sigma-Aldrich) at room temperature for 30 min. The red staining indicates the formation of calcified nodules. Next, the cells were washed with PBS and observed under a light microscope. To analyze the calcium deposits in mouse aortic valve tissues, the aortic valve tissues were isolated and fixed with 4% PFA for 24 h and then paraffin-embedded. Sections of 4 μm were cut and dewaxed. The sections were then stained with Alizarin red S solution. Finally, the sections were observed and photographed under a light microscope.
Western blot
The infected VICs and aortic valve tissues were harvested, and protein was extracted using radioimmunoprecipitation assay (RIPA) lysis buffer that included protease inhibitors (Thermo Fisher Scientific). Protein samples (20 μg) were fractionated by 10% sodium dodecyl-sulfate polyacrylamide gel electrophoresis (SDS-PAGE) followed by transfer to polyvinylidene difluoride membranes (Millipore, Boston, MA, USA). The membranes were then incubated in 5% nonfat milk for 2 h at room temperature to block nonspecific binding and then treated with primary antibodies at 4 ℃ overnight. The primary antibodies against osteocalcin, osteopontin, osterix, RUNX2, and GAPDH were purchased from Abcam (Boston, MA, USA) and diluted at 1:1,000 for use. Next, the membranes were washed with Tris-buffered saline with Tween-20 (TBST) and incubated with goat anti-rabbit horseradish peroxidase (HRP)-conjugated secondary antibody (1:5,000; Abcam) at room temperature for 2 h. After the membranes were washed, the protein bands were visualized using an enhanced chemiluminescence kit (Vazyme). GAPDH was used as the internal control for relative protein expression. The protein bands were quantified using ImageJ software.
RNA fluorescence in situ hybridization (FISH)
The Cy3-labeled anti-digoxin circARHGAP10 probe (5'-AACCATGAAAAGGTATAAATGACC-3') was purchased from GenePhama. When the VIC confluency reached 80–95%, the cells were fixed with 4% PFA and incubated in PBS overnight at 4 ℃. The next day, the cells were permeabilized with 0.25% Triton X-100 in PBS for 15 min. RNA FISH assays were performed using a FISH kit (RiboBio, Guangzhou, China) according to the manufacturer’s instructions. Subsequently, the cells were washed with PBS and mounted with prolong gold anti-fade reagent containing 4',6-diamidino-2-phenylindole (DAPI) (Southern Biotech, Birmingham, AL, USA) (21). Finally, images were captured with a Zeiss LSM 700 confocal microscope (Carl Zeiss, Oberkochen, Germany).
Luciferase reporter assay
The RUNX2 wild type 3'-untranslated region (3'-UTR) (RUNX2-WT) containing the putative miR-335-3p binding sites was inserted into the pGL3 control luciferase reporter vector (Promega, Madison, WI, USA). To assess the binding specificity, the sequences that interacted with miR-335-3p were mutated, and the mutant RUNX2 3'-UTR (RUNX2-MUT) was also inserted into the same plasmid. Similarly, for the circARHGAP10 reporter, the sequence of circARHGAP10 containing the putative miR-335-3p binding sites was inserted downstream of the luciferase gene to generate the circARHGAP10-WT vector. The circARHGAP10-MUT vector containing the mutated binding sequence of miR-335-3p was constructed at the same time. The RUNX2-MUT and circARHGAP10-MUT for the miR-335-3p seed regions were prepared using the Q5® Site-Directed Mutagenesis Kit protocol (New England Biolabs, Beijing, China). VICs were cultured in 24-well plates, and each well was transfected with 1 µg of luciferase reporter plasmid, 0.2 µg of pRL-TK renilla luciferase plasmid (internal control), and 100 pmol/well of miR-335b-3p mimic, miR-335-3p inhibitor or corresponding control using Lipofectamine 3000 (Thermo Fisher Scientific). After 48 h of transfection, the cells were lysed with Passive Lysis Buffer, and luciferase activity was detected using the Dual-Luciferase Reporter Assay System (Promega) according to the manufacturer’s protocol. The ratio of firefly to renilla luciferase activity was determined to control for the variation in transfection efficiency. Three independent experiments were performed.
Pull-down assay
A biotinylated DNA probe (5'-AACCATGAAAAGGTATAAATGACC-3') complementary to the circARHGAP10 head-to-tail splicing sequence was designed and synthesized by GenePhama. A biotinylated NC probe was used as the negative control. A pull-down assay with the circARHGAP10 probe was performed as previously described (22). The biotinylated circARHGAP10 probe was resuspended in wash/binding buffer and incubated with Dynabeads Myone Streptavidin C1 (Thermo Fisher Scientific) for 4 h at 4 ℃. The VICs were collected, lysed, and incubated with the probe at 4 ℃ overnight. The samples were then washed with the wash/binding buffer, and the RNA complexes bound to the beads were isolated with the RNeasy Mini Kit (Qiagen, Dusseldorf, Germany). RT-qPCR was then used to detect the enrichment of miR-335-3p and circARHGAP10 in the RNA complexes. Similarly, a biotinylated RUNX2 probe (5'-CAGAACTGGGCCCTTTTTCAGACCC-3') was synthesized, and a pull-down assay followed by RT-qPCR was performed to confirm the binding of RUNX2 and miR-335-3p.
RNA binding protein immunoprecipitation (RIP) assay
A RIP assay was performed as previously reported using an anti-AGO2 antibody (Bio-Rad, Hercules, CA, USA), and an anti-immunoglobulin G (IgG) antibody (CST, Boston, MA, USA) was used as the negative control (23). The VICs were lysed in RIPA buffer (Beyotime, Shanghai, China) containing a protease inhibitor cocktail (Beyotime) and RNase inhibitor (Beyotime). An aliquot was removed as the input positive control. The solution was then incubated with AGO2/IgG-coupled sepharose beads and rotated for 4 h at 4 ℃. The beads were then washed 6 times in lysis buffer, and the immunoprecipitated RNAs were extracted by a RNeasy MiniElute Cleanup Kit. The enrichment levels of circARHGAP10, miR-335-3p, and RUNX2 were determined by RT-qPCR.
Immunofluorescence
VICs were collected and fixed with 4% PFA for 10 min. The cells were then permeabilized in 0.25% Triton X-100 for 10 min. A primary antibody against RUNX2 (1:1,000; Abcam) was incubated with the cells for 2 h at 37 ℃. Alexa Fluor 488 goat anti-rabbit IgG (1:1,000; Abcam) was used as the secondary antibody. The nuclei were counterstained with DAPI (Southern Biotech), and the cells were observed and imaged by fluorescence microscopy (Carl Zeiss).
Animal experiments
Thirty-six ApoE−/− (C57BL/6 background) male mice aged 6–8 weeks were purchased from Beijing HFK Bioscience Co., Ltd. (Beijing, China) and housed on a 12 h dark-light cycle in individually ventilated cages at 22 ℃ with free access to food and water. The animal experiments were approved by the Institutional Animal Care and Use Committee of the Affiliated Hospital of Nantong University (No. P20230220-009) and conformed to the guidelines outlined in the NIH Guide for the Care and Use of Laboratory Animals. Aortic valve calcification was induced in ApoE−/− mice following a previous report (24). The mice were randomly and equally divided into three groups (sh-NC + NC inhibitor, sh-circARHGAP10 + inhibitor NC, sh-circARHGAP10 lentivirus + miR-335-3p inhibitor) and fed a 0.25% high-cholesterol diet (HCD) for 24 weeks to induce aortic valve calcification. For the induction process, the mice were intraperitoneally injected with sh-circARHGAP10 or miR-335-3p inhibitor lentivirus twice per week for 10 weeks. At the end of the experiment, echocardiography parameters were assessed by transthoracic echocardiography using an 18–38 MHz phased-array probe (MS400) connected to a Vevo 1100 imaging system under 2.5% isoflurane anesthesia. The mice were then euthanized by intravenous injection of a lethal dose of pentobarbital sodium (100 mg/kg), and the aortic valves were removed for further biochemical analysis.
Hematoxylin and eosin (HE) staining
Mouse aortic valves were removed and fixed with 4% PFA for 24 h. The tissues were then paraffin-embedded and cut into 4 µm sections. The sections were dewaxed and stained with HE according to the manufacturer’s protocol. The stained samples were observed under a light microscope (Olympus, Tokyo, Japan).
Statistical analysis
All data were presented as the mean ± standard error of the mean (SEM) of three independent experiments. When only two value sets were compared, Student’s t-test was used for statistical analysis. One- or two-way analysis of variance (ANOVA) followed by post-hoc Dunnett’s T3 test was used to test the mean difference between multiple groups. All analyses were carried out using GraphPad Prism 7.0, and a P value <0.05 was considered statistically significant.
Results
CircARHGAP10 is highly expressed in CAVD and involved in VIC osteogenic differentiation
To identify the circRNAs involved in CAVD, we collected 3 pairs of CAVs and control non-CAVs for RNA sequencing. After hierarchical clustering, the differentially expressed circRNAs were visualized by heatmapping (Figure 1A). To confirm the microarray results, several circRNAs that were highly expressed in CAVs were screened and detected by RT-qPCR; these were circHP1BP3, circCAXN, circPICALM, circDLG1, and circARHGAP10. The expression of these circRNAs was higher in CAVs, which was consistent with the sequencing results. We found that circARHGAP10 had the most significantly upregulated expression (Figure 1B). CircARHGAP10 (hsa_circ_0007265) is located on chr4:147939825 to 147966839 in the human genome, and head-to-tail splicing was confirmed by Sanger sequencing of the RT-PCR product (Figure 1C). We then used circARHGAP10 cDNA and circARHGAP10 gDNA extracted from five CAV tissue samples as templates for amplification with convergent and divergent primers. The PCR results showed that circARHGAP10 was amplified from cDNA by both the convergent and divergent primers. However, the divergent primers could not amplify the product when gDNA was used as the template (Figure 1D). This phenomenon proved that circARHGAP10 is cyclic.
The osteogenic differentiation of VICs is the main pathogenesis of CAVD (8). To explore whether circARHGAP10 is involved in VIC osteogenic differentiation, we first detected circARHGAP10 expression in different cell lines through RT-qPCR. CircARHGAP10 expression was significantly increased in VICs compared with HEK-293T cells, COS7 cells, and VECs (Figure 1E), indicated that circARHGAP10 was enriched in VICs. We then cultured VICs in osteogenic medium and collected VICs at days 0, 1, 3, 5, 7, and 14. RT-qPCR was performed to detect circARHGAP10 expression, which increased steadily during the VIC osteogenic differentiation process (Figure 1F). These results suggested that circARHGAP10 may participate in the development of CAVD by affecting the osteogenic differentiation of VICs.
CircARHGAP10 promotes osteogenic medium-induced osteogenic differentiation in VICs
To confirm that circARHGAP10 participates in osteogenic differentiation, we knocked down or overexpressed circARHGAP10 through lentivirus infection with circARHGAP10 shRNA or overexpression vector in VICs cultured in osteogenic medium. The efficiency of knockdown or overexpression is shown in Figure 2A. After inducing osteogenic differentiation, we collected the cells and detected ALP activity, calcified nodule formation, and the protein expression of osteogenic differentiation-related genes. ALP activity was decreased in sh-circARHGAP10-infected VICs compared with sh-NC-infected VICs, but ALP activity was increased in circARHGAP10 vector-infected VICs compared with NC vector-infected VICs (Figure 2B). Similar results were obtained with Alizarin red S staining (Figure 2C) and western blotting (Figure 2D), where the formation of calcium nodules and the expression of osteogenic differentiation-related proteins were both significantly and positively correlated with the level of circARHGAP10. Furthermore, RNA FISH and RT-qPCR was used to confirm that circARHGAP10 localized in the cytoplasm of VICs (Figure 2E,2F). These results indicated that circARHGAP10 promoted the osteogenic medium-induced osteogenic differentiation of VICs.
CircARHGAP10 interacts directly with miR-335-3p
CircRNAs, which are located in the cytoplasm of cells, can act as miRNA sponges to regulate the expression of downstream target genes (25). To explore the molecular mechanisms of circARHGAP10 in VIC osteogenic differentiation, differentially expressed miRNAs were first detected through RNA sequencing in circARHGAP10-overexpressing VICs and control VICs. The differentially expressed miRNAs were visualized by heatmapping (Figure 3A). To confirm the sequencing results, qPCR was used to detect the expression of the top 10 miRNAs with low expression in circARHGAP10-overexpressing VICs compared to control VICs. The results showed that miR-335-3p expression was most significantly downregulated in circARHGAP10-overexpressing VICs (Figure 3B). The predicted binding sites of circARHGAP10 and miR-335-3p are shown in Figure 3C. A luciferase reporter gene assay was performed to confirm target binding, and the results showed that luciferase activity was decreased in circARHGAP10-WT VICs when infected with miR-335-3p mimics compared with NC mimics, and luciferase activity was increased in circARHGAP10-WT VICs when infected with miR-335-3p inhibitor compared with inhibitor NC. The luciferase activity showed no change in circARHGAP10-MUT-infected VICs (Figure 3D). To further verify that miR-335-3p directly interacted with circARHGAP10, a biotin-label pull-down assay and a RIP assay were performed using VICs. The pull-down assay results showed that, compared with the bio-NC probe, the bio-circARHGAP10 probe resulted in greater enrichment of miR-335-3p (Figure 3E). The RIP assay results also showed that circARHGAP10 and miR-335-3p levels were higher in AGO2 immunoprecipitates than in IgG immunoprecipitates (Figure 3F). These results demonstrated that circARHGAP10 acted as a sponge and bound to miR-335-3p in VICs. We also detected miR-335-3p expression by RT-qPCR in CAVs and non-CAVs. The expression of miR-335-3p was decreased in CAVs compared with non-CAVs (Figure 3G). The level of circARHGAP10 was negatively correlated with miR-335-3p in CAVs (Figure 3H).
CircARHGAP10 promotes osteogenic differentiation by inhibiting miR-335-3p expression
To confirm that circARHGAP10 regulated the osteogenic differentiation of VICs through miR-335-3p, we altered the expression of circARHGAP10 and miR-335-3p in VICs by lentiviral infection separately or simultaneously. The expression of circARHGAP10 and miR-335-3p was detected in infected VICs by RT-qPCR. The results showed that circARHGAP10 expression decreased and miR-335-3p expression increased in sh-circARHGAP10-infected VICs. In the miR-335-3p inhibitor group, miR-335-3p expression was decreased, and circARHGAP10 expression was increased. However, the levels of circARHGAP10 and miR-335-3p in the sh-circARHGAP10 + miR-335-3p inhibitor group were analogous to those in the sh-NC + inhibitor NC group. Sh-circARHGAP10-induced increases in miR-335-3p were inhibited by the miR-335-3p inhibitor (Figure 4A). The ALP activity assay results showed that ALP activity was decreased in the sh-circARHGAP10 group and increased in the miR-335-3p inhibitor group. The decrease in ALP activity induced by sh-circARHGAP10 was restored by the miR-335-3p inhibitor (Figure 4B). The Alizarin red S staining results showed that circARHGAP10 knockdown decreased the formation of calcified nodules in VICs and that miR-335-3p knockdown increased their formation. Similarly, circARHGAP10 knockdown induced a decrease in calcified nodules that was restored by decreasing the expression of miR-335-3p (Figure 4C). Western blot detection of osteogenic differentiation-related proteins revealed similar trends (Figure 4D). These results suggested that circARHGAP10 knockdown inhibits VIC osteogenic differentiation by upregulating miR-335-3p expression.
RUNX2 is a target gene of miR-335-3p, and its expression is regulated by circARHGAP10 and miR-335-3p
To explore the downstream target genes of miR-335-3p, we utilized the miRDB, miRWalk, and TargetScan databases and found 14 genes that were targeted by miR-335-3p. The RT-qPCR results showed that, compared to day 0, RUNX2 expression was most significantly upregulated after 14 days of osteogenic differentiation (Figure 5A). A luciferase reporter assay was performed to confirm that RUNX2 was a target gene of miR-335-3p. The miR-335-3p mimics induced a significant decrease in the luciferase signal, and the miR-335-3p inhibitor induced a significant increase in the luciferase signal in RUNX2-WT VICs, but the luciferase signal was not obviously changed in RUNX2-MUT-infected VICs (Figure 5B). These results suggested that RUNX2 was a target gene of miR-335-3p. Consistent with this result, the pull-down and RIP assay results also showed that RUNX2 bound to miR-335-3p (Figure 5C,5D). To examine the effect of miR-335-3p on RUNX2 expression, VICs were infected with miR-335-3p mimics and miR-335-3p inhibitor; the infection efficiencies are shown in Figure 5E. We then detected RUNX2 protein expression by western blotting. Compared with the corresponding control groups, RUNX2 expression was decreased in the miR-335-3p mimic group and increased in the miR-335-3p inhibitor group (Figure 5F). RT-qPCR and western blotting were performed to examine the effect of circARHGAP10 on RUNX2 expression. The results showed that circARHGAP10 was positively correlated with RUNX2 expression in VICs (Figure 5G,5H). We also detected the messenger RNA (mRNA) and protein expression of RUNX2 in CAVs and found that RUNX2 was upregulated in CAVs compared with non-CAVs (Figure 5I,5J). The expression of RUNX2 was positively correlated with the expression of circARHGAP10 in CAVs (Figure 5K). These results demonstrated that RUNX2 was a target gene of miR-335-3p and that its expression was regulated by miR-335-3p and circARHGAP10. In addition, the upregulation of RUNX2 was associated with the occurrence of calcification.
CircARHGAP10 promotes osteogenic differentiation through the miR-335-3p/RUNX2 pathway
Rescue experiments were designed and performed to further confirm that circARHGAP10 promotes osteogenic differentiation through the miR-335-3p/RUNX2 pathway. Briefly, VICs were infected with NC, circARHGAP10 vector, circARHGAP10 vector + miR-335-3p-mimics, or circARHGAP10 vector + sh-RUNX2 and cultured in osteogenic medium. The expression of circARHGAP10, miR-335-3p and RUNX2 was detected by RT-qPCR. The results again demonstrated that circARHGAP10, as a competing endogenous RNA (ceRNA) of miR-335-3p, regulated the expression of RUNX2 (Figure 6A). The RUNX2 immunofluorescence experiments showed the same trend (Figure 6B). The western blot results showed that circARHGAP10 overexpression upregulated the osteogenic differentiation-associated genes (osteocalcin, osteopontin, and osterix). However, the degree of upregulation was reduced after miR-335-3p overexpression or RUNX2 knockdown (Figure 6C). The ALP activity results showed that circARHGAP10 overexpression increased ALP activity, and the increase was attenuated by miR-335-3p overexpression or RUNX2 knockdown (Figure 6D). Consistently, the Alizarin red S staining results showed that high expression of circARHGAP10 promoted the formation of calcified nodules, but miR-335-3p overexpression or RUNX2 knockdown inhibited this effect (Figure 6E). The above results demonstrated that circARHGAP10 regulated VIC osteogenic differentiation through the miR-335-3p/RUNX2 pathway.
CircARHGAP10 knockdown reduces HCD-induced aortic valve calcification in ApoE−/− mice
To confirm the function and mechanism of circARHGAP10 in vivo, ApoE−/− mice were used to construct a CAVD model by feeding a HCD for 24 weeks. CircARHGAP10 shRNA and miR-335-3p inhibitor lentivirus were intraperitoneally injected separately or simultaneously to knockdown the expression of circARHGAP10 and miR-335-3p, and scramble and inhibitor NC lentivirus were injected as controls. After induction, we collected the aortic valves and detected the expression of circARHGAP10, miR-335-3p, and RUNX2. The RT-qPCR results showed that the expression of circARHGAP10 and RUNX2 was decreased, while the expression of miR-335-3p was increased in the sh-circARHGAP10 mice compared with the sh-NC mice. After suppressing circARHGAP10 expression while downregulating the level of miR-335-3p, the detection levels were approximately those of the NC group (Figure 7A). Consistently, the western blot results showed that RUNX2 and osteogenic differentiation-associated gene expression were decreased in the aortic valves of sh-circARHGAP10 mice compared with sh-NC mice, and the reduction could be restored by decreasing the expression of miR-335-3p (Figure 7B). Similarly, the ALP activity results showed that circARHGAP10 knockdown significantly decreased ALP activity and miR-335-3p upregulation reversed the sh-circARHGAP10-induced reduction of ALP activity (Figure 7C). Next, we assessed the morphology and calcification of the valve leaflets via HE and Alizarin red S staining. The HE staining results showed that circARHGAP10 knockdown decreased the thickness of the valve leaflets and that the decrease in valve leaflet thickness was retarded by repressing miR-335-3p expression (Figure 7D). Similarly, circARHGAP10 knockdown decreased the formation of calcified nodules and calcium deposition, and the decrease was restored by repressing miR-335-3p expression (Figure 7D). Moreover, echocardiographic heart assessment showed that circARHGAP10 knockdown significantly decreased the transvalvular peak jet velocity and increased the aortic valve area (AVA) compared with the NC group mice, while miR-335-3p knockdown reversed the change (Figure 7E,7F, Figure S1A,S1B). These results demonstrated that circARHGAP10 knockdown reduced HCD-induced aortic valve calcification, and circARHGAP10 regulated aortic valve calcification through miR-335-3p in ApoE−/− mice.
Discussion
CAVD is a common cardiovascular disease, and the number of CAVD patients has markedly increased with aging population. However, there is currently no effective treatment for CAVD (26). VICs are the main cell type in aortic valves and play key roles in maintaining aortic valve structure and function (27). The osteogenic differentiation of VIC-induced valve leaflet thickening and calcification is the main cause of CAVD (28). CircRNAs are circular ncRNAs that are more stable than RNA and are not easily degraded by RNA enzymes (29). An increasing number of studies have revealed that circRNAs play crucial roles in cardiovascular disease, including in myocardial infarction, heart failure and atherosclerosis (16,30,31). Additionally, circRNAs have been reported to play vital roles in the process of osteogenic differentiation from mesenchymal stem cells, adipose-derived mesenchymal stromal cells, osteogenic cell lines and other cells (32-34). However, the exact functions of circRNAs in VIC osteogenic differentiation and CAVD are still largely unknown. In this study, we explored the role of circRNAs in CAVD. First, we detected the expression of circRNAs (circHP1BP3, circCAXN, circPICALM, circDLG1, and circARHGAP10) in CAVs and control non-CAVs through RNA sequencing and found that circARHGAP10 expression was significantly increased in CAVs. CircARHGAP10 is highly conserved and is located on chr4:147939825 to 147966839 in the human genome (hsa_circ_0007265) and chr8:77358547 to 77365160 in the mouse genome. Thus far, the roles of circARHGAP10 have been studied only in non-small-cell lung cancer (NSCLC). CircARHGAP10 expression was upregulated in NSCLC cells and tissues. CircARHGAP10 knockdown inhibited glycometabolism by decreasing GLUT1 expression and inhibited cell proliferation and metastasis through the miR-150-5p/GLUT1 pathway (35). Additionally, circARHGAP10 expression was increased in serum-derived exosomes. Serum-derived exosomes boosted the expression of circARHGAP10 in NSCLC cells and promoted the proliferation, migration, invasion, and glycolysis of NSCLC cells by binding to miR-638 and regulating FAM83F expression (36). Here, we found that circARHGAP10 expression was increased in VICs but not in VECs. CircARHGAP10 expression was increased in the process of osteogenic medium-induced osteogenic differentiation of VICs. CircARHGAP10 overexpression increased ALP activity, induced the formation of calcified nodules, and increased the expression of osteogenic differentiation-related genes in VICs, while circARHGAP10 knockdown had the opposite effects.
CircRNAs may function as regulators of transcription and splicing or as partners of RNA binding proteins in the nucleus (37,38). CircRNAs function as molecular sponges for miRNAs and regulate the expression of downstream genes when localized in the cytoplasm (39,40). CircARHGAP10 localization in the VIC cytoplasm was confirmed through a FISH assay. The miRNA sponge function of circARHGAP10 was also explored in this study. First, we detected the difference in miRNA expression in circARHGAP10-overexpressing VICs and found that miR-335-3p expression was significantly decreased. Next, we confirmed circARHGAP10-miR-335-3p binding through luciferase, RIP and pull-down assays. We also found that miR-335-3p expression was decreased in CAVs compared with control non-CAVs. MiR-335-3p is reportedly involved in differentiation. Avendaño-Félix et al. found that miR-335-3p expression was significantly reduced in the osteogenic differentiation of human amniotic membrane-derived mesenchymal stem cells (41). In the progress of beating cardiomyocyte differentiation from human embryonic stem cells, Kay et al. found that miR-335-3p/5p upregulated cardiac mesoderm and cardiac progenitor cell markers through the WNT and TGF-β signaling pathways (42). However, the roles of miR-335-3p in the osteogenic differentiation of VICs remained unknown. In this study, we confirmed that reducing the expression of miR-335-3p restored the inhibitory effects of osteogenic differentiation in VICs induced by circARHGAP10 knockdown.
The miRDB, miRWalk, and Targetgene databases were used to explore the target genes of miR-335-3p. According to the prediction results, RUNX2 is a target gene of miR-335-3p. RUNX2 expression was increased in the osteogenic differentiation of VICs and CAVs. RUNX2 is an important transcription factor of osteogenic differentiation (43). RUNX2 triggers the expression of calcification-related genes, including osteocalcin, osteopontin, and osterix, in osteogenic differentiation (44). RUNX2 is reportedly involved in ncRNA-regulated osteogenic differentiation. For example, lncRNA TUG1 sponges miR-204-5p and increases the expression of RUNX2 to promote VIC osteogenic differentiation (45). LncRNA MALAT1 promoted RUNX2-mediated osteogenic differentiation by targeting miR-30 in adipose-derived mesenchymal stem cells (46). Here, we performed rescue experiments that confirmed that circARHGAP10 promoted osteogenic differentiation through the miR-335-3p/RUNX2 pathway in VICs and in vivo. The circRNA-miRNA-mRNA network is elusive; individual protein-coding genes are modulated by multiple miRNAs and circRNAs, and individual circRNAs also sponge multiple miRNAs to regulate the expression of multiple target genes (47,48). Thus, whether circARHGAP10 sponges other miRNAs and regulates the expression of other genes in the osteogenic differentiation of VICs needs further exploration. At present, no drugs have been successfully developed to prevent or treat CAVD. Therefore, developing an effective treatment method for CAVD has become an urgent task. Molecular biology is currently a research hotspot, and studies have confirmed that circRNA plays an important role in cardiovascular development and diseases. However, there are few known circRNAs related to the development of CAVD. In this study, we detected that circARHGAP10 is significantly upregulated in calcified valve tissue through RNA sequencing. Through both in vitro and in vivo experiments, we demonstrated that upregulation of circARHGAP10 expression promotes VIC calcification through the miR-335-3p/RUNX2 pathway, thereby inducing CAVD. These findings indicate that circARHGAP10 can serve as a new target for the diagnosis and treatment of CAVD, filling the gap in this field and providing a new approach for the treatment of CAVD in the future.
Conclusions
In summary, our study confirmed that circARHGAP10 promoted osteogenic differentiation by competitively binding to miR-335-3p to regulate RUNX2 expression in VICs. The roles and mechanisms of circARHGAO10 were verified in a CAVD animal model. Our study revealed a novel mechanism of circRNA in CAVD and may shed light on circRNA-directed diagnostics and therapeutics for CAVD.
Acknowledgments
We would like to thank all of the researchers and study participants for their contributions.
Funding: This work was supported by
Footnote
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Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://jtd.amegroups.com/article/view/10.21037/jtd-23-919/coif). The authors have no conflicts of interest to declare.
Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Ethics Committee of the Affiliated Hospital of Nantong University (approval No. 2023-L030), and informed consent was taken from all the patients. The animal experiments were approved by the Institutional Animal Care and Use Committee of the Affiliated Hospital of Nantong University (No. P20230220-009) and conformed to the guidelines outlined in the NIH Guide for the Care and Use of Laboratory Animals.
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References
- Lindman BR, Clavel MA, Mathieu P, et al. Calcific aortic stenosis. Nat Rev Dis Primers 2016;2:16006. [Crossref] [PubMed]
- Ni WJ, Wu YZ, Ma DH, et al. Noncoding RNAs in Calcific Aortic Valve Disease: A Review of Recent Studies. J Cardiovasc Pharmacol 2018;71:317-23. [Crossref] [PubMed]
- Alushi B, Curini L, Christopher MR, et al. Calcific Aortic Valve Disease-Natural History and Future Therapeutic Strategies. Front Pharmacol 2020;11:685. [Crossref] [PubMed]
- Summerhill VI, Moschetta D, Orekhov AN, et al. Sex-Specific Features of Calcific Aortic Valve Disease. Int J Mol Sci 2020;21:5620. [Crossref] [PubMed]
- Bonow RO, Leon MB, Doshi D, et al. Management strategies and future challenges for aortic valve disease. Lancet 2016;387:1312-23. [Crossref] [PubMed]
- Mathieu P, Boulanger MC. Basic mechanisms of calcific aortic valve disease. Can J Cardiol 2014;30:982-93. [Crossref] [PubMed]
- Passos LSA, Lupieri A, Becker-Greene D, et al. Innate and adaptive immunity in cardiovascular calcification. Atherosclerosis 2020;306:59-67. [Crossref] [PubMed]
- Lloyd-Jones DM, Hong Y, Labarthe D, et al. Defining and setting national goals for cardiovascular health promotion and disease reduction: the American Heart Association's strategic Impact Goal through 2020 and beyond. Circulation 2010;121:586-613. [Crossref] [PubMed]
- Larsson SC, Wolk A, Håkansson N, et al. Overall and abdominal obesity and incident aortic valve stenosis: two prospective cohort studies. Eur Heart J 2017;38:2192-7. [Crossref] [PubMed]
- Kaltoft M, Langsted A, Nordestgaard BG. Obesity as a Causal Risk Factor for Aortic Valve Stenosis. J Am Coll Cardiol 2020;75:163-76. [Crossref] [PubMed]
- Wang Y, Chen S, Deng C, et al. MicroRNA-204 Targets Runx2 to Attenuate BMP-2-induced Osteoblast Differentiation of Human Aortic Valve Interstitial Cells. J Cardiovasc Pharmacol 2015;66:63-71. [Crossref] [PubMed]
- Xiao X, Zhou T, Guo S, et al. LncRNA MALAT1 sponges miR-204 to promote osteoblast differentiation of human aortic valve interstitial cells through up-regulating Smad4. Int J Cardiol 2017;243:404-12. [Crossref] [PubMed]
- Zhang HD, Jiang LH, Sun DW, et al. CircRNA: a novel type of biomarker for cancer. Breast Cancer 2018;25:1-7. [Crossref] [PubMed]
- Altesha MA, Ni T, Khan A, et al. Circular RNA in cardiovascular disease. J Cell Physiol 2019;234:5588-600. [Crossref] [PubMed]
- Mao YY, Wang JQ, Guo XX, et al. Circ-SATB2 upregulates STIM1 expression and regulates vascular smooth muscle cell proliferation and differentiation through miR-939. Biochem Biophys Res Commun 2018;505:119-25. [Crossref] [PubMed]
- Huang S, Li X, Zheng H, et al. Loss of Super-Enhancer-Regulated circRNA Nfix Induces Cardiac Regeneration After Myocardial Infarction in Adult Mice. Circulation 2019;139:2857-76. [Crossref] [PubMed]
- Wang Y, Han D, Zhou T, et al. Melatonin ameliorates aortic valve calcification via the regulation of circular RNA CircRIC3/miR-204-5p/DPP4 signaling in valvular interstitial cells. J Pineal Res 2020;69:e12666. [Crossref] [PubMed]
- Yu C, Wu D, Zhao C, et al. CircRNA TGFBR2/MiR-25-3p/TWIST1 axis regulates osteoblast differentiation of human aortic valve interstitial cells. J Bone Miner Metab 2021;39:360-71. [Crossref] [PubMed]
- Wang D, Chen Y, Liu M, et al. The long noncoding RNA Arrl1 inhibits neurite outgrowth by functioning as a competing endogenous RNA during neuronal regeneration in rats. J Biol Chem 2020;295:8374-86. [Crossref] [PubMed]
- Li F, Song R, Ao L, et al. ADAMTS5 Deficiency in Calcified Aortic Valves Is Associated With Elevated Pro-Osteogenic Activity in Valvular Interstitial Cells. Arterioscler Thromb Vasc Biol 2017;37:1339-51. [Crossref] [PubMed]
- Han B, Zhang Y, Zhang Y, et al. Novel insight into circular RNA HECTD1 in astrocyte activation via autophagy by targeting MIR142-TIPARP: implications for cerebral ischemic stroke. Autophagy 2018;14:1164-84. [Crossref] [PubMed]
- Wang K, Long B, Liu F, et al. A circular RNA protects the heart from pathological hypertrophy and heart failure by targeting miR-223. Eur Heart J 2016;37:2602-11. [Crossref] [PubMed]
- Wu Y, Xie Z, Chen J, et al. Circular RNA circTADA2A promotes osteosarcoma progression and metastasis by sponging miR-203a-3p and regulating CREB3 expression. Mol Cancer 2019;18:73. [Crossref] [PubMed]
- Xie F, Li F, Li R, et al. Inhibition of PP2A enhances the osteogenic differentiation of human aortic valvular interstitial cells via ERK and p38 MAPK pathways. Life Sci 2020;257:118086. [Crossref] [PubMed]
- Zhang X, Wang S, Wang H, et al. Circular RNA circNRIP1 acts as a microRNA-149-5p sponge to promote gastric cancer progression via the AKT1/mTOR pathway. Mol Cancer 2019;18:20. [Crossref] [PubMed]
- Small A, Kiss D, Giri J, et al. Biomarkers of Calcific Aortic Valve Disease. Arterioscler Thromb Vasc Biol 2017;37:623-32. [Crossref] [PubMed]
- Wu B, Wang Y, Xiao F, et al. Developmental Mechanisms of Aortic Valve Malformation and Disease. Annu Rev Physiol 2017;79:21-41. [Crossref] [PubMed]
- Huang Y, Zhou X, Liu M, et al. The natural compound andrographolide inhibits human aortic valve interstitial cell calcification via the NF-kappa B/Akt/ERK pathway. Biomed Pharmacother 2020;125:109985. [Crossref] [PubMed]
- Qu S, Yang X, Li X, et al. Circular RNA: A new star of noncoding RNAs. Cancer Lett 2015;365:141-8. [Crossref] [PubMed]
- Devaux Y, Creemers EE, Boon RA, et al. Circular RNAs in heart failure. Eur J Heart Fail 2017;19:701-9. [Crossref] [PubMed]
- Cao Q, Guo Z, Du S, et al. Circular RNAs in the pathogenesis of atherosclerosis. Life Sci 2020;255:117837. [Crossref] [PubMed]
- Qian DY, Yan GB, Bai B, et al. Differential circRNA expression profiles during the BMP2-induced osteogenic differentiation of MC3T3-E1 cells. Biomed Pharmacother 2017;90:492-9. [Crossref] [PubMed]
- Long T, Guo Z, Han L, et al. Differential Expression Profiles of Circular RNAs During Osteogenic Differentiation of Mouse Adipose-Derived Stromal Cells. Calcif Tissue Int 2018;103:338-52. [Crossref] [PubMed]
- Zhang D, Ni N, Wang Y, et al. CircRNA-vgll3 promotes osteogenic differentiation of adipose-derived mesenchymal stem cells via modulating miRNA-dependent integrin α5 expression. Cell Death Differ 2021;28:283-302. [Crossref] [PubMed]
- Jin M, Shi C, Yang C, et al. Upregulated circRNA ARHGAP10 Predicts an Unfavorable Prognosis in NSCLC through Regulation of the miR-150-5p/GLUT-1 Axis. Mol Ther Nucleic Acids 2019;18:219-31. [Crossref] [PubMed]
- Fang K, Chen X, Qiu F, et al. Serum-Derived Exosomes-Mediated Circular RNA ARHGAP10 Modulates the Progression of Non-Small Cell Lung Cancer Through the miR-638/FAM83F Axis. Cancer Biother Radiopharm 2022;37:96-110. [Crossref] [PubMed]
- Garikipati VNS, Verma SK, Cheng Z, et al. Circular RNA CircFndc3b modulates cardiac repair after myocardial infarction via FUS/VEGF-A axis. Nat Commun 2019;10:4317. [Crossref] [PubMed]
- Li H, Yang F, Hu A, et al. Therapeutic targeting of circ-CUX1/EWSR1/MAZ axis inhibits glycolysis and neuroblastoma progression. EMBO Mol Med 2019;11:e10835. [Crossref] [PubMed]
- Cheng Z, Yu C, Cui S, et al. circTP63 functions as a ceRNA to promote lung squamous cell carcinoma progression by upregulating FOXM1. Nat Commun 2019;10:3200. [Crossref] [PubMed]
- Dergunova LV, Vinogradina MA, Filippenkov IB, et al. Circular RNAs Variously Participate in Coronary Atherogenesis. Curr Issues Mol Biol 2023;45:6682-700. [Crossref] [PubMed]
- Avendaño-Félix M, Fuentes-Mera L, Ramos-Payan R, et al. A Novel OsteomiRs Expression Signature for Osteoblast Differentiation of Human Amniotic Membrane-Derived Mesenchymal Stem Cells. Biomed Res Int 2019;2019:8987268. [Crossref] [PubMed]
- Kay M, Soltani BM, Aghdaei FH, et al. Hsa-miR-335 regulates cardiac mesoderm and progenitor cell differentiation. Stem Cell Res Ther 2019;10:191. [Crossref] [PubMed]
- Komori T. Runx2, an inducer of osteoblast and chondrocyte differentiation. Histochem Cell Biol 2018;149:313-23. [Crossref] [PubMed]
- Hanga-Farcaș A, Miere Groza F, Filip GA, et al. Phytochemical Compounds Involved in the Bone Regeneration Process and Their Innovative Administration: A Systematic Review. Plants (Basel) 2023;12:2055. [Crossref] [PubMed]
- Yu C, Li L, Xie F, et al. LncRNA TUG1 sponges miR-204-5p to promote osteoblast differentiation through upregulating Runx2 in aortic valve calcification. Cardiovasc Res 2018;114:168-79. [Crossref] [PubMed]
- Yi J, Liu D, Xiao J. LncRNA MALAT1 sponges miR-30 to promote osteoblast differentiation of adipose-derived mesenchymal stem cells by promotion of Runx2 expression. Cell Tissue Res 2019;376:113-21. [Crossref] [PubMed]
- Xiong DD, Dang YW, Lin P, et al. A circRNA-miRNA-mRNA network identification for exploring underlying pathogenesis and therapy strategy of hepatocellular carcinoma. J Transl Med 2018;16:220. [Crossref] [PubMed]
- Zhang F, Zhang R, Zhang X, et al. Comprehensive analysis of circRNA expression pattern and circRNA-miRNA-mRNA network in the pathogenesis of atherosclerosis in rabbits. Aging (Albany NY) 2018;10:2266-83. [Crossref] [PubMed]