PDAC tissue specimens
Tissue samples from PDAC patients were provided by Southwest Hospital, Army Medical University [93 PDAC and 31 normal adjacent tissue (NAT) samples], Wuhan Tongji Hospital (34 PDAC and 27 NAT samples) and Soochow University (61 PDAC samples). Tissue microarrays (TMAs) were made by Shanghai Outdo Biotech Company (Shanghai, China). These PDAC patients were evaluated for clinical staging according to the American Joint Commission on Cancer (AJCC) 8th edition guidelines. None of the PDAC patients received chemotherapy or/and radiotherapy before surgery. All patients were followed up regularly until August 2021. Informed consent was obtained from all patients prior to obtaining tissue samples, and all procedures were approved by the designated Hospital Ethics Committee.
CircRNA array data
To determine the abnormal expression of circRNAs in PDAC, we previously used Arraystar Human CircRNA Array Analysis to measure circRNA expression in 20 PDAC tissues and paired NATs. These data were published in the NCBI GEO datasets on 07 Oct 2016 (GSE79634)[19]. At the same time, we analyzed the GEO dataset (GSE69362) from other units[20]. The GSE69362 dataset contains information for 6 PDAC tissues and paired NATs. Fold change ≥ 2 and p values ≤ 0.05 were set as thresholds to identify the significant differentially expressed circRNAs (DEcircRNAs).
Cell lines and cell culture
The human normal pancreatic ductal epithelial cell line (HPDE6-C7) was purchased from Genio Biotechnology Co., Ltd. (Guangzhou, China). The human PDAC cell lines AsPC-1, BxPC-3, CFPAC-1, PANC-1 and SW1990 were purchased from Genechem Co., Ltd. (Shanghai, China). These cells were cultured in complete growth medium (Gibco, USA) containing 10% fetal bovine serum (HyClone, USA) under humidified conditions with 95% air, 5% CO2 at 37°C according to the manufacturer's instructions.
Plasmid and siRNA transfection and lentiviral infection
To construct the overexpression plasmids of circPTPRA, LMNB1, EIF4A3 and FUS, synthetic human circPTPRA cDNA was cloned into the vector pLC5-ciR by Geneseed Biotech Co., Ltd. (Guangzhou, China), synthetic human LMNB1, EIF4A3 and FUS cDNAs were cloned into the vector pEX-3 by GenePharma (Shanghai, China), and the empty plasmid was used as a control. The siRNA sequences of circPTPRA, LMNB1, EIF4A3 and FUS, as well as mimics and inhibitor of miR-140-5p, were designed and synthesized by RiboBio Co., Ltd. (Guangzhou, China). Lipofectamine™ 3000 (Invitrogen, USA) and Opti-MEM™ (Gibco, USA) were used as transient transfection reagents according to the manufacturer's instructions. Total RNA was extracted 48 h after transfection. The sequences of siRNAs, mimics and inhibitor are shown in Additional file 1 Table S1.
The overexpression and knockdown lentiviruses of circPTPRA and LMNB1 were constructed by Genechem Co., Ltd. (Shanghai, China). After sequencing to verify the correctness of the sequence, lentiviral infection was performed according to the manufacturer's instructions. Stable cells were selected by culturing in medium containing 5 µg/ml puromycin (Beyotime, China), and the expression of circPTPRA and LMNB1 was confirmed by qRT‒PCR.
RNA extraction and qRT‒PCR analysis
According to the manufacturer's instructions, total RNA was extracted from PDAC cells by using the Ultrapure RNA Kit (CWBio, China), and then the RNA concentration was measured by a NanoPhotometer-N50 (Implen, Germany). One microgram of total RNA in a final volume of 20 µl was used for reverse transcription (RT) with PrimeScript RT reagent Kit with gDNA Eraser (Takara, Japan) and T100™ Thermal cycler (Bio-Rad, USA). qRT‒PCR was performed on a CFX96 PCR system (Bio-Rad, USA) using TB Green Premix Ex Taq II (Takara, Japan) to detect the expression of the relevant genes following the manufacturer's protocol. The human GAPDH gene was used as a control, and the expression of related genes was calculated by the 2−△△CTmethod. Three replicate wells were set up for each qRT‒PCR reaction, and three independent replicate experiments were performed. All primer sequences used for the qRT‒PCR assay are summarized in Additional file 1 Table S1.
RNase R and actinomycin D treatment
Total RNA was treated with Ribonuclease R (Geneseed, China). Ten micrograms of total RNA was obtained and divided into two parts (5 µg/group); the samples were incubated at 37°C for 30 min with or without Ribonuclease R (3 U/µg), and then the expression of circPTPRA and PTPRA mRNA was measured by qRT‒PCR.
Actinomycin D (2 µg/ml, CST, USA) was added to the complete medium and incubated with the PDAC cells. Then, total RNA was extracted after 0, 3, 6, 12, and 24 h, respectively. Finally, the expression of circPTPRA and PTPRA mRNA was measured by qRT‒PCR.
Western blotting
Proteins were extracted from PDAC cells with RIPA buffer mixed with protease and phosphatase inhibitors (Beyotime, China), and the protein concentration was determined with a BCA protein concentration assay kit (Beyotime, China). Appropriate amounts of protein were electrophoresed on a SurePAGE™, Bis-Tris, 10×8, 4–20% gel (GenScript, China).Then, the protein was transferred to a PVDF membrane (Millipore, USA), and after blocking in 5% skim milk for 1 h, the PVDF membrane was soaked in primary antibody at 4°C overnight. Primary antibodies against LMNB1 (1/1000, ab229025, Abcam, UK), EIF4A3 (1/1000, ab180573, Abcam, UK), FUS (1/1000, ab243880, Abcam, UK), GAPDH (1/1000, #5174, CST, USA), E-Cadherin (1/1000, #14472, CST, USA), N-Cadherin (1/1000, #13116, CST, USA), Snail (1/1000, #3879, CST, USA), β-Catenin (1/1000, #8480, CST, USA), Vimentin (1/1000, #5741, CST, USA). The next day, the PVDF membrane was washed with TBST (1/1000 Tween-20, Solarbio, China) buffer 3 times for 10 min each time. Next, the PVDF membrane was incubated with the specific secondary antibody for 1 h at room temperature, and then the PVDF membrane was washed with TBST buffer 3 times for 10 min each time. Finally, protein bands were visually detected by a ChemiDoc™ XRS+ (Bio-Rad, USA) and ECL detection system (Bioground, China), and the GAPDH band was used as a control.
FISH and miRNA scope assay in PDAC cells and TMAs
The Cy3-labeled circPTPRA probe and FAM-labeled miR-140-5p probe were designed and synthesized by GenePharma (Shanghai, China). On the first day, the PDAC cells were cultured in 15mm confocal glass-bottom dishes (NEST, China). On the second day, the FISH experiment was carried out according to the instructions of the RNA FISH kit (GenePharma, China), and the probes and PDAC cells were coincubated at 37℃ overnight. On the third day, photographs were taken by confocal microscopy (Leica Microsystems, Germany). All probe sequences used for the FISH assay are summarized in Additional file 1 Table S1.
The expression of circPTPRA was detected by FISH experiments with TMAs. The average density (average density = cumulative optical density IOD value/positive pixel area) was used to evaluate the expression of circPTPRA. The higher the average density was, the higher the expression of circPTPRA. Next, according to the median value of the mean density, the samples were divided into a circPTPRA low expression group and a circPTPRA high expression group.
Moreover, we used a miR-140-5p special probe (ACD, USA) to carry out miRNA scope experiments. The expression of miR-140-5p in the TMAs was detected according to the instructions of the miRNA scope™ HD detection kit (ACD, USA). The mean density (mean density = cumulative optical density IOD value/positive pixel area) was used to evaluate the expression of miR-140-5p. The higher the mean density was, the higher the expression of miR-140-5p. Finally, according to the median value of the mean density, the samples were divided into a miR-140-5p low expression group and a miR-140-5p high expression group.
RIP
We performed RIP experiments according to the protocol of the Magna RIP kit (Millipore, USA). On the first day, the PDAC cells were lysed with RIP lysis buffer. Then, the samples were divided into two groups, and 50 µL of magnetic beads was added to each group, followed by incubation with 5 µg of anti-Ago2 (ab186733, Abcam, UK) and anti-IgG (Millipore, USA), respectively, at 4°C overnight. The next day, the magnetic bead-bound complexes were immobilized on a magnetic stand, and unbound material was washed away, followed by precipitation of RNA with absolute ethanol at -80°C overnight. On the third day, RNA was extracted and assessed by qRT‒PCR.
CircRNA pull-down assay
A biotin-labeled circPTPRA probe was designed and synthesized by RiboBio Co., Ltd. (Guangzhou, China), and cell lysates were prepared with IP Lysis Buffer (Beyotime, China). The RNA pull-down assay was performed according to the instructions of the Pierce™ Magnetic RNA‒Protein Pull-Down Kit (Thermo Scientific, USA). The 50 pmol biotin-labeled circPTPRA probe was gently mixed with 50 µL magnetic beads with a pipette; then, the probe and beads were coincubated for 15–30 min at room temperature with agitation. Cell lysates were added to the circPTPRA probe-bound magnetic beads and mixed by pipetting or gentle vortexing, and then the mixtures were coincubated at 4°C for 30–60 min with agitation or rotation. Finally, the magnetic bead-bound complexes were immobilized on a magnetic holder, the unbound material was washed away, and the RNA was extracted and assessed by qRT‒PCR. The probe sequences used for the RNA pull-down assay are summarized in Additional file 1 Table S1.
Dual-luciferase reporter assay
The binding sites of circPTPRA, LMNB1 and miR-140-5p were predicted, and wild-type and mutant-type circPTPRA and LMNB1 fragments were constructed and cloned into the dual-luciferase reporter vector by GenePharma (Shanghai, China). Dual-luciferase reporter plasmids (WT or Mut-circPTPRA/LMNB1) were cotransfected into PDAC cells with miR-140-5p mimics or miR-140-5p mimics NC, respectively. After 48 h, Firefly and Renilla luciferase activities were assayed according to the Dual-Glo® Luciferase Assay System (Promega, USA).
Nude mouse subcutaneous tumor model
The animal experimental model was approved by the Animal Experiment Ethics Committee of Chongqing Medical University, and all procedures were in compliance with agency regulations. Five nude mice (4–5 weeks, Ensiweier, China) in each group were used to establish a subcutaneous tumorigenesis model. The PDAC cell suspensions (0.1 ml) contained 5 × 106 cells, and the cell suspensions and a high concentration of Matrigel (Corning, USA) were mixed 1:1. Next, the cell suspensions and the Matrigel mixture were randomly injected into the axilla of the right upper limb of nude mice. When subcutaneous tumors formed, they were measured weekly with calipers. The tumor volume = (length × width2)/2. Nude mice were sacrificed 30 days after PDAC cells were inoculated, and then subcutaneous tumor tissues were obtained. The volume and weight of the tumors were measured, and the tumors were fixed with 4% paraformaldehyde (Biosharp, China) for immunohistochemistry (IHC) to determine the H-score as follows: H-score = ∑(PI×I) = (percentage of weakly stained cells ×1) + (percentage of moderately stained cells ×2) + (percentage of strongly stained cells ×3). In the formula, I represents the classification of positive cells: no staining, 0 points; weak positive (light yellow), 1 point; medium positive (tan), 2 points; and strong positive (tan), 3 points. PI indicates the percentage of positive cells. The higher the H-score value is, the stronger the comprehensive positive intensity.
Statistical analysis
GraphPad Prism version 7.0 (GraphPad Software, USA) and SPSS version 23.0 (SPSS, USA) were used for the statistical analysis. In this study, the quantitative data were expressed as the mean ± standard deviation. For univariate analysis: if the data followed a normal distribution, the differences between the two samples were analyzed by Student’s t test, while one-way analysis of variance (ANOVA) was used for multiple groups; otherwise, the nonparametric Mann‒Whitney test was used. Two-way ANOVA was used for multivariate analysis. The Kaplan‒Meier method was used for survival analysis, and the log-rank test and the Gehan-Breslow-Wilcoxon test were used for the comparison of survival curves. According to test sensitivity, the log-rank test was applied to assess the long-term survival effect, and the Gehan-Breslow-Wilcoxon test was was applied to assess the short-term survival effect. We utilized Pearson's correlation analysis to examine the correlation between two variables. We used p < 0.05 as an indicator of statistical significance.