2.1. GEPIA Analysis
GEPIA2.0(http://gepia2.cancer-pku.cn/)is a web-based tool, based on TCGA and GTEx data, that provides interactive and user-defined function analysis of gene expression, including differential expression analysis, contour map drawing, correlation analysis, and dimension reduction analysis 20. Using this database, we can get the expression of ESRP2 in different cancer tissues and normal tissues, and the correlation between ESRP2 and cyclinD1 mRNA levels in breast cancer and normal breast tissues.
2.2. Analysis of ESRP2 protein expression in normal breast samples and breast cancer samples
The full name of HPA is Human Protein Atlas (www.proteinatlas. org). It can be used to summarize the overall expression of human proteins through immunohistochemistry and immunocytochemistry21. The database can be used to compare the protein expression of ESRP2 in normal breast samples and breast cancer samples.
2.3. University of Alabama Cancer Database Analysis
UALCAN database(http://ualcan.path.uab.edu)is used for verification of target genes and screening of tumor subgroup-specific biomarkers, mainly through in-depth analysis of TCGA data, including Level 3 RNA seq and clinical data from 31 cancer types22. In this study, the UALCAN database was used to analyze the relationship between the expression of ESRP2 and breast cancer classification, patient race, and disease grade.
2.4. Survival Analysis
Based on GEO, EGA, and TCGA data, Kaplan Meier Plotter can analyze the correlation between specific genes and cancer prognosis by integrating gene expression and clinical data23. Through Kaplan Meier Plotter analysis, we can get the expression of ESRP2 and the total survival analysis of BC patients, and we can also get the survival analysis formula of ESRP2 in different subtypes and different grades of BC patients.
2.5. GO analysis
LinkedOmics database (http://www.linkedomics.org) includes 32 species of TCGA and 11158 patients with multiple omics data, and clinical data, and can carry on the correlation analysis and the function to the cancer gene enrichment analysis 24. By selecting GO analysis and setting corresponding parameters, the role function of ESRP2 in biological processes, cellular components, and molecular function can be obtained.
2.6. Cell culture
Human normal breast epithelial cells (MCF-10A) and breast cancer cell lines (MCF-7, T47D, MDA-MB-468) were obtained from the Cell Resource Center of Shanghai Institute of Life Sciences, Chinese Academy of Sciences. The composite culture of MCF-10A cells used DMEM/F12 media supplemented with insulin (10 µg/mL), cholera toxin (100 ng/mL) (Sigma-Aldrich), EGF (20 ng/mL) (R&D systems, Wiesbaden, Germany), hydrocortisone (500 ng/mL), and L-glutamine (Procell, Wuhan, China). MCF-7 and T47D cells were cultured in RPMI Medium 1640 with 10% FBS (A31160801, Gibco, Carlsbad, CA). MDA-MB-468 cells were cultured in DMEM/HIGH GLUCOSE (Gibco, Carlsbad, CA) with 10% FBS. The growth condition for all cells was 37°C at 5% concentration of CO2. SiRNA of human ESRP2 and control (siNC) were ordered from Guangzhou RiboBioCo, Ltd. To knockdown ESRP2 in vitro, ESRP2-siRNA was transfected into MCF-7 cells using Lipofectamine 2000 (11668-019, Invitrogen) under the manufacturer’s recommendations.
2.7. RNA extraction and real-time quantitative PCR analysis
Total RNA was extracted from cultured cells using Trizol (15596-018, Invitrogen, CA, USA). The RNA quality was assessed using a NanoDrop 2000 spectrophotometer to determine the 260/280 ratio. Gene expression analysis was conducted on samples with a ratio ranging from 1.8 to 2.0. Using the PrimeScript RT Reagent Kit with gDNA Eraser (AG11705, Accurate Biology, Hunan, China), one microgram of mRNA was reverse-transcribed into complementary DNA by the manufacturer's instructions. Assays for alternative splicing based on polymerase chain reaction (PCR) were conducted using Invitrogen's Platinum II Hot-Start Green PCR Master Mix. Real-time quantitative PCR (RT-qPCR) was performed using SYBR Green (AG11701, Accurate Biology, Hunan, China). The relative expression levels of mRNA were evaluated by using the 2 − ΔΔCt method. The following primer sequences were used for PT-qPCR analysis: ESRP2, forward 5’-TGC CAC AGA GGA TGA CTT TG-3’ and reverse 5’- ATT GAC TGC TGG GCT CTT TG-3’; GAPDH, forward 5’-CGA GAT CCC TCC AAA ATC AA-3’ and reverse 5’- GGC AGA GAT GAT GAC CCT TT-3’.
2.8. Western blotting
Cells were lysed in RIPA lysis buffer (P0013B, Beyotime Biotechnology, Shanghai, China) containing phenylmethylsulfonyl fluoride (PMSF) (Beyotime) on ice for 30 min and centrifuged at 12,000 rpm for 20 min at 4°C. The total protein concentration was measured with a bicinchoninic acid (BCA) protein assay kit (P0010, Beyotime Biotechnology, Shanghai, China). Protein lysates were resolved by SDS-PAGE and immunoblotted with the indicated primary antibodies and their corresponding HRP-conjugated secondary antibodies. The antibodies used are the following: Esrp2 (1:1000, Thermo Fisher, #PA5-21110), CyclinD1(1:1000, Abcam, ab226977) and GAPDH (1:2000, Proteintech, 60004-1-Ig). The appropriate secondary antibody (1:5000, Anti-Mouse IgG, Cell Signaling Tech, #14709; 1:5000, Anti-Rabbit IgG, Cell Signaling Tech, #7074s) coupled to horseradish peroxidase (HRP) was then incubated on the membranes for 1 hour at 37°C. Using an electrochemiluminescence (ECL) kit from Tanon in Shanghai, China, immunoreactions were seen and scanned using a Bio-Rad ChemiDocTM Touch Imaging System. The relative integrated density values (IDVs) based on the internal control GAPDH were analyzed with Image J software.
2.9. Cell clone formation assay
MCF-7 cells were digested by 0.25% trypsin/0.02% EDTA solution (SM-2003, Sigma-Aldrich®) at the logarithmic phase to make a single-cell suspension with culture medium. Then, a cell counting chamber was used to calculate the number of cells in a 10 µL single-cell suspension under an inverted microscope. The cells were then delivered into six-well culture plates containing a sterile glass coverslip in each well, with about 200 cells added to each well. The medium was refreshed every 3 days until cell clones were measured by crystal violet (C0121-100ml, Beyotime Biotechnology, Shanghai, China).
2.10. Flow cytometry assays of the cell cycle
The cells were cultured and transfected with the si-ESRP2 or siNC for 48 h. The cells were digested and then collected by centrifugation, the supernatant was discarded, and the cells were washed twice with ice-cold PBS. Pre-chilled 70% ethanol was added and stored fixed at 4°C. Cells were collected and incubated for 30 min at 37°C protected from light after Propidium Iodide (PI) staining (ST511, Beyotime Biotechnology, Shanghai, China). Flow experiments were performed within 5 hours. Finally, cell cycle distribution was determined using a flow cytometer (Beckman Coulter, Brea, CA, USA).
2.11. Statistical analysis
Statistical analysis was performed with SPSS software version 25.0. Data are expressed as mean ± SD. Differences between the two groups were evaluated by Student’s t-test. P < 0.05 was considered statistically significant. Clinical data analysis of survival and relevant correlations were performed with GraphPad Prism.