Participants and specimens. The study was approved by the Ethics Committee of General Hospital of Ningxia Medical University (No.2018 − 118).Both tumor tissues and plasma samples were collected from the oncology surgery department, the General Hospital of Ningxia Medical University. All patients involved in the study signed the informed consent form for donation of their samples. A total of 20 BC tissues and 80 BC peripheral blood samples were collected from January 2019 to August 2022. The paracarcinoma tissues were located > 5 cm from the tumors. The patients were including (1) women; (2) without previous cancer history; (3) without HIV/AIDS; (4) > 18 years old; (5) after mastectomy. The age of patients ranged between 25–75 years old (average 49.94 ± 9.97 years). None of the patients were treated with radiotherapy or chemotherapy before specimen collection. Healthy persons (as controls) were recruited from the physical examination department of the General Hospital of Ningxia Medical University and signed informed consent form accordingly.
Antibodies and reagents. The protein antibodies ofrabbit antibodies against human Bax,Bcl-2, β-Actin were purchased from AB Clonal.Whereas cleaved caspase 8, cleaved caspase 9, cleaved caspase 3), poly ADP ribose polymerase 1 (PARP 1), mTOR, p-mTOR (Ser 2448), PI3K p85, p-PI3K p85 (Tyr 458)/p55 (Tyr 199), AKT, p-AKT (Ser 473) and the HRPconjugated goat antirabbit/mouse IgG secondary antibody were all purchased from Cell Signaling Technology, Inc.The PAGE Gel Preparation kit, TrisglycineSDS electrophoresis liquid and transfer buffer were purchased from Epizyme, Inc.
Cell culture and transfection. Human mammary epithelial cell line MCF-10A, and human breast cancer cell lines MDAMB-231, MCF-7 and HCC-1937 were purchased from the Typical Culture Preservation Committee Cell Bank of Chinese Academy of Sciences. MCF-10A cells were cultured in Complete™ Minimum Essential Medium (MEM) (Gibco, USA), whereas MDAMB-231 and MCF-7 cells were cultured in DMEM containing Gibco®10% FBS (Thermo Fisher Scientific, Inc.) at 37°C in 5% CO2. HCC-1937 cells were cultured in RPMI-1640 medium (Thermo Fisher Scientific, Inc.) with 10% FBS at 37°C in 5% CO2. Cell lines were stored in liquid nitrogen until required for experiments.
Circ-ARHGER28 over-expression lenti-viral vector (pEXcirc) and nonspecific negative control (pEXNC) were constructed by Guangzhou Gene seed Biotech Co Ltd.1.5x106 cells/well were seeded into 6well plates for 12 h, then transfected using 20 multiplicity of infection for 48h. In order to enhance transfection efficiency, the transfected cells were screened with 2 µg/ml puromycin for 2 days.
RNA isolation and amplification. Total RNA from BC tissues were isolated with TRIzol™ reagent (Thermo Fisher Scientific, Inc.). The RNA from BC peripheral was isolated with total RNA rapid extraction kit (Bioteke Corporation, Inc.). The quality of RNA was measured at 260 nm using a Nanodrop 2000™ spectrophotometer (Thermo Fisher Scientific, Inc.). RNA integrity was determined using agarose gel electrophoresis (1.3% gels; the gels were run at 120V for 15 min). Total RNA (2.5 µg) was incubated at 37°C,30 min with 10 U RNase R (Guangzhou Geneseed Biotech Co., Ltd.). After treatment with RNase R, the total RNA were amplified with PCR (Eppendorf,German). The PCR products were determined using 1.2% agarose gel electrophoresis at 120 V for 40 min.
RTqPCR analysis. The cDNAs were synthesized using a revert aid first strand cDNA synthesis kit (Thermo Fisher Scientific, Inc.). RTqPCR was performed using Light Cycler 480 II Quantitative system (Roche Diagnostics). The primers were synthesized by Sangon Biotech (Shanghai) Co.,Ltd. The thermo cycling conditions were as follows: 25°C for 5min, 42°C for 60min, and 70°C for 5min. The expression of β-actin was used as an internal control. Each reaction was repeated three times, and the mean relative expression of genes were calculated using the 2ΔΔCq method[8]. The PCR products were stored at -80°C before use. The NCBIPrimer database was used to design specific primers for target genes, and the sequences of the specific primers are listed in Table S1.
circRNA microarray data analysis. circRNA microarray expression profiling was performed via Human CircRNA Array v2 microarray analysis (CapitalBio Corporation). Three paired BC and paracarcinoma tissues were used for the analysis. The labeled RNAs were hybridized to a microarray system containing 162,351 human circRNA probes. The primary screening filter was set as fold change (FC) ≥ 2, Pvalue < 0.05, original fluorescence value ≥ 100. The secondary filter criteria were FC ≥ 4, Pvalue < 0.01, original fluorescence value ≥ 500. The circRNA microarray data were extracted using feature extraction software (CapitalBio Corporation). Cluster 3.0 and GraphPad Prism v. 8.0 software were used to perform heat map analysis. Scatter plots and volcano plots were constructed by ggPlot 2.0 (R) software. circRNA structures were predicted using circ Primer1.2 software. miRanda v3.3a (http://miranda.org.uk) and RNAhybrid 2.1 (https://directory.fsf.org/wiki/RNAhybrid) were utilized to predict the target miRNAs. Graphs showing the circRNAmiRNA interaction networks were drawn using Cytoscape v. 3.6 (https://cytoscape.org/). Gene Ontology (GO) analysis and the Gene Cards database(https://www.genecards.org/) were used to annotate the gene symbols of all differentially expressed circRNAs.
miRNA/mRNA sequence and analysis. miRNA sequencing libraries were generated using an Illumina®NEB Next®Multiplex Small RNA Library Prep Set (New England BioLabs, Inc.). mRNA sequencing libraries were constructed following removal of the ribosomal RNA using a RiboZero Gold rRNA Removal kit (Illumina, Inc.). Subsequently, the libraries were sequenced using a HiSeq 2500 System (Illumina, Inc.) according to the manufacturer's instructions. The differentially expressed genes were subsequently separated with the filter criteria, FC ≥ 2 and Pvalue < 0.05. The functional profiles of the nonredundant genes were obtained by annotating with the GO and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. Gene abundance in each sample was estimated by SOAP[9].
CCK-8 assay. 5x103cells/well were plated in 96-well plates and cultured at 37℃,5% CO2 for 1.5h. According to the manufacturer’s instructions, the cell viability was measured using the CCK-8 kit(Beijing Solarbio Science & Technology Co., Ltd.). The time was 0h, 12h, 24h, 36h and the results was calculated with spectrophotometry at the emission wavelength of 450 nm.
Colony formation assay. 2x103cells/well were plated into 6-well plates and cultured at 37℃, 5% CO2 for 5 days. Following 24h of incubation, the cells at the lower side of the chamber were fixed in 4% paraformaldehyde solution (Beijing Solarbio Science & Technology Co., Ltd.) for 20 min and dyed with 0.1% crystal violet staining solution (Beijing Solarbio Science & Technology Co., Ltd.) for 10 min. Then counting and photographing the cells in five representative fields. All experiments were repeated three times independently.
Apoptosis and cell cycle analysis.1x105/ml Cells were cultured with Complete™ medium. The numbers of apoptotic cells were measured using an AnnexinV/PI kit (Jiangsu KeyGen Bio Tech Co., Ltd.). After transfected pEX-circ, the cells were centrifuged at 1000 rpm for 5 min and washed with PBS, then resuspended in 500µl binding buffer. Subsequently, 5 µl fluorochromeconjugated annexin V and 5 µl PI were added, and the mixture was incubated at room temperature for 30 min. Muse™ Cell analyzer software (Millipore, USA) was used to quantify the results.
The cell cycle distribution was also performed. The cells were harvested and stained with PI (BD Biosciences) for 30 min. Then analyzed its cell cycle with Muse™ Cell analyzer.
Western blot analysis.Total proteins were extracted using a total protein extraction kit (Jiangsu Key Gen BioTech Co., Ltd.). The lysates were boiled in SDS sample buffer and then subjected to 10% SDS-PAGE. The protein concentration was determined using a BCA kit (Thermo Fisher Scientific, Inc.). The membranes were blocked with Super Block™ buffer (Thermo Fisher Scientific, Inc.) for 1 h at room temperature. Subsequently, the membranes were probed with Bax (dilution, 1:2,000), Bcl-2 (1:2,000), caspase-3 (1:2,000), caspase-8 (1:2,000), caspase-9 (1:2,000), PARP-1 (1:2,000), mTOR (1:2,000), pmTOR (1:2,000), PI3K (1:2,000), pPI3K (1:2,000), AKT (1:2,000), pAKT (1:2,000) and βactin (1:2,000) overnight at 4°C. The bound antibodies were then detected with HRPconjugated secondary antibodies (1:5,000 dilutions in SuperBlock™ buffer) with an incubation of the membranes at room temperature for 1 h. The densities of the bands were semi-quantified using ImageJ software v1.8.0 (National Institutes of Health). The expression of the proteins were normalized to βactin as the control.
Statistical analysis. Statistical analysis of the data was performed using SPSS version 23.0 software (IBM Corp.) and GraphPad Prism version 9.0 (GraphPad Software, Inc). Data are presented as the mean ± SD. The categorical variables were tested by the Chisquare test, whereas the continuous variables were tested by oneway ANOVA. Receiver operating characteristic (ROC) analysis was performed to verify the clinical diagnostic value of circRNAs.
Diagnostic values were considered significant if the area under the curve (AUC) was ≥ 0.6. P < 0.05 was considered to indicate a statistically significant difference.