1. Patients and renal tissues
A total of 102 pairs fresh-frozen RCC tissues and paired paratumor tissues were collected from patients who underwent renal tumor resection surgery in the First Affiliated Hospital of Zhengzhou University from January 2014 to December 2017. All tumor tissues passed the neuropathological criteria of having > 80% tumor nuclei and < 50% necrosis, and the final histological diagnosis was made on formalin-fixed, paraffin-embedded tissue samples due to the result of hematoxylin and eosin (H&E) staining and immunochemistry. Among these, we used a cohort of 5 patients (RCC and paratumor tissues) to screen the differential expression of circRNAs. 30 pairs of tissues were used to undergo qRT-PCR to verify the expression of CircPDK1. In addition, the CircPDK1 level in all 80 patients was analyzed for its functional relationship with clinical features. Our study was approved by the Ethics Committee of the First Affiliated Hospital of Zhengzhou University.
2. Cell culture and cell lines
All the RCC cell lines 786-0, 769-P, ACHN and normal kidney cell lines HK-2 and 293T were purchased from the Culture Collection of Chinese Academy of Sciences (Shanghai, China). 786-0 and 769-P cells were maintained in RPMI-1640 medium with 10% fetal bovine serum (Gibco, US) and 1% penicillin/streptomycin (Sigma, USA). ACHN cells were maintained in MEM with 10% fetal bovine serum (Gibco, USA) and 1% penicillin/streptomycin (Sigma, USA). HK-2 cells were maintained in keratinocyte medium (ScienCell, USA) with 1% keratinocyte growth supplement (ScienCell, USA) and 1% penicillin/streptomycin (ScienCell, USA). 293T cells were maintained in DMEM with 10% fetal bovine serum (Gibco, USA) and 1% penicillin/streptomycin (Sigma, USA). All cells were cultured in the incubator with 5% carbon dioxide at 37 °C.
3. CircRNA-seq
Total RNA was extracted using TRIzol Reagent (Invitrogen, USA) following the manufacturer's procedure. The total RNA quantity and purity were analyzed by a Bioanalyzer 2100 and an RNA 6000 Nano LabChip Kit (Agilent, USA) with an RIN number > 7.0. Approximately 10 µg of total RNA from each sample was subjected to the Epicenter Ribo-Zero Gold Kit (Illumina, San Diego, USA) to remove ribosomal RNA prior to the construction of the RNA-seq libraries. Then, the rRNA-depeted RNA are fragmented into small pieces using divalent cations under elevated temperature. The cleaved RNA fragments were reverse-transcribed to create the final cDNA library following the protocol for the TruSeq Stranded Total RNA HT Sample Prep Kit (Illumina, San Diego, USA), and the average insert size for the paired-end libraries was 300 bp (± 50 bp). Then, we performed paired-end sequencing on an Illumina X Ten at LC Bio, China, in accordance with the vendor's recommended protocol. Raw data were normalized by the quantile algorithm and the limma packages in R, and we used Poisson distribution to determine the read number for specificity to clarify the specific circRNAs in each cancerous aged-matched normal tissue.
4. The analysis of CircRNA-seq data
Firstly, Cutadapt(v1.9)was used to remove the reads that contained adaptor contamination, low quality bases and undetermined bases. Then sequence quality was verified using FastQC (http://www.bioinformatics.babraham.ac.uk/projects/fastqc/). We used HISAT2 to map reads to the genome of (species). Remaining reads (unmapped reads) were still mapped to genome using tophat-fusion (v2.0.10). CIRCExplorer was used to denovo assemble the mapped reads to circRNAs at first, then, back splicing reads were identified in unmapped reads by tophat-fusion and CIRCExplorer. All samples were generated unique circRNAs. The differentially expressed circRNAs were selected with log2 (fold change) > 1 or log2 (fold change) <-1 and with statistical significance (p value < 0.05) by R package–edgeR.
5. Quantitative real-time PCR analysis
Total RNA was extracted from tissues with TRIzol Reagent (TaKaRa, Japan) according to the manufacturer’s protocol. The isolate RNA was transcribed into cDNA using a reverse transcription kit (TaKaRa, Japan). qRT-PCR was performed to quantify the RNA expression using a standard protocol from SYBR Green PCR Kit (Roche, USA) on the StepOne plus qRT-PCR System (ABI, USA). All PCR primers were purchased from RiboBio Co., Ltd. (Guangzhou, China) (primer list in Table 1). PCR was conducted at 95 °C for 30 s followed by 40 cycles of 95 °C for 5 s and 60 °C for 30 s. Each sample was analyzed in triplicate, and the relative expression was calculated using the 2−ΔΔCt method relative to that of GAPDH.
6. Fluorescence in situ hybridization (FISH)
To locate the CircPDK1 distribution in RCC cells, we designed the FISH assay to detect the details. A FISH-specific target CircPDK1 RNA probe (RiboBio Co., Ltd., China) was labeled by CY3, and we chose U6 and 18S as references for nuclear localization and cytoplasmic localization, respectively. The cell slides were placed in the bottom of a 24-well plate and incubated the appropriate amount of cells (6 × 104 cells/well, the cell fusion degree was 60%-70% before the experiment), then the cells were washed with 1x PBS and fixed with 4% paraformaldehyde for 10 min at room temperature. After washing the cells with 1 x PBS, 200 µL of prehybridization solution (mixed with blocking solution and prehybridization buffer at a ratio of 1:99) and 2.5 µL of 20 µM FISH Probe Mix or internal reference FISH Probe Mix was added. After discarding the prehybridization solution, an appropriate amount of probe-containing hybridization solution containing the probe was added, and the samples were hybridized overnight at 37 °C protected from light. The slides were washed with washing solution and 1 x PBS the next day and then stained with DAPI staining solution for 10 min before mounting. Images were obtained using a laser scanning confocal microscope (Leica, Germany) at 400x magnification.
7. CircPDK1 overexpression or knockdown cell line construction and vector transfection
The pHBLV-CircPDK1-OE plasmid was synthesized by Hanbio Co., LTD. (Shanghai, China), and the sh-CircPDK1, miR-377-3p mimics and miR-377-3p inhibitor plasmids were synthesized by RiboBio Co., Ltd. (Guangzhou, China). pHBLV-CircPDK1-OE or sh-CircPDK1 lenti virus was cotransfected into the 293T cell line with pSPAX2 and pMD2.G by using Lipofectamine 3000 (Invitrogen, USA); the virus was collected approximately 48 h later. Stable knockdown cell lines were constructed by transfection with lentivirus and polybrene (Invitrogen, USA) and were selected with medium containing 2% puromycin. The transfection efficiency was tested by qRT-PCR. For transient transfection, the cell lines were seeded in 6-well plates at a concentration of 2.5 × 105 cells/well and transfected with miR-377-3p mimics, miR-377-3p inhibitors or pDONR-NOTCH1 (Addgene, USA) as indicated in the manuscript. The medium was replaced after 24 h and incubated for up to 48 h. Each experiment was repeated three times independently.
8. MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide) assay
The MTT kit was purchased from RiboBio Co., Ltd. (Guangzhou, China). After the cells were seeded and grown in 96-well plates for a certain time with 200 µl medium, 10 µl of MTT reagent was added to each well at the appropriate concentration. The absorbance at 0, 24, 48, 72, 96 h in 469 mm was measured by a microplate reader.
9. Cell migration and invasion experiment
BD Matrigel and serum-free medium were diluted and mixed at a ratio of 1:8; 80 µl of the mix were pipetted into the upper chamber of the transwell and placed in the incubator for at least 2 h for the Matrigel invasion assay. RCC cell suspensions of 2.5 × 105 cells cells/ml were seeded into the transwell plate (for migration assay without BD Matrigel in the plate), and the chamber was placed in the plate. A total of 500 µl of complete medium containing 20% FBS was added to the transwell plate. Plate was cultured in a CO2 (content 5%) incubator at 37 °C for 24 h, then the cells were stained with crystal violet for 10 min. Images were obtained using a microscope (Leica, Germany)
10. Wound-healing assay
RCC cells were seeded into 6-well plates at a density of 80%-90% and then scratched perpendicularly to the bottom of the plate. After washing with PBS and adding serum-free medium, the plates were cultured in a 37 °C incubator containing 5% CO2, and the pictures were taken at the scheduled time.
11. Flow cytometry assay for apoptosis and cell cycle identification
The Annexin V-FITC PI Apoptosis Detection Kit and Cell Cycle Detection Kit were purchased from Solarbio (Beijing, China). 786-0 and ACHN cell lines were treated with plasmid for more than 48 h and stained with Annexin V-FITC/ PI for cell apoptosis; all the procedures followed the manufacturer’s instructions. Imagines obtained by using flow cytometry (Leica, Germany) and analysis with ModFit LT software.
12. In vivo mouse experiments
Six-week-old male BALB/c nude mice were purchased from Charles River Laboratories (Beijing, China). CircPDK1-OE or the control vector was stably transfected into 786-0 cells that were harvested until the total cell number was approximately 1*106. The mice were divided into two groups, and the cells were injected in the tail vein of each mouse in the two groups (each group had 10 mice). One month later, the mice were sacrificed, their lung tissues were removed and fixed with paraformaldehyde, and the number of metastatic nodules in the lung tissue was counted. All animal studies were approved by the Institutional Animal Care and Use Committee of the First Affiliated Hospital of Zhengzhou University.
13. RNA-seq
RNA was extracted as previously described using the circRNA extraction procedure from sh-CircPDK1 AND sh-control 786-0 and ACHN cell lines. RNA-seq was performed at Novogene Co., Ltd. (Beijing, China). Raw data were normalized by the Quantile algorithm, limma packages in R. The differentially expressed mRNAs were selected with log2 (fold change) > 1 or log2 (fold change) <-1 and with statistical significance (p value < 0.05) by the R package Ballgown.
14. Western blotting
The cells were lysed using RIPA, and the supernatant was retrieved after centrifugation. Then, the protein concentration was measured using a DC protein detection kit. After the protein was detached from the fillister and transferred to the PVDF membrane, it was incubated with a primary antibody overnight following incubation with 5% (5 g/100 mL) nonfat dry milk (Bio-Rad, USA) blocking for one hour. One hour after incubation in the HRP-conjugated secondary antibody, images were taken on the machine with ECL Luminescent liquid. The results were analyzed by Immobilon™ Western Chemiluminescent HRP Substrate (Millipore). β-Tubulin was used as a control. The primary antibodies used were anti-NOTCH1 (#3608, Cell Signaling Technology), anti- β-Tubulin (#2128, Cell Signaling Technology).
15. Luciferase reporter assays
The potential interactions between CircPDK1 and miR-337-3P or miR-337-3P with NOTCH1 were predicted by circRNA-seq data. By using pSI-Check2 as a template, we constructed hsa-NOTCH1-3'UTR-wt, hsa-NOTCH1-3'UTR-mu, hsa-CircPDK1-wt and has-CircPDK1-mu plasmids and transfected them into a 293T cell line. Then, a Promega Dual-Luciferase System (Hanbio Co., LTD., China) was used to detect the Renilla luciferase score in different groups, which can reflect the interaction between miR-377-3p with CircPDK1 and with NOTCH1.
16. Statistical analysis
All data are indicated as the means ± standard error of the mean (SEM) processed by GraphPad Prism 8.0 (La Jolla, USA) and IBM SPSS Statistics 20.0 (IBM, USA). Student’s t-test, one-way ANOVA, Cox regression, and LSD-t-test, Pearson chi-square test, log-rank test, and linear regression analyses were used to evaluate the group differences. P < 0.05 was considered to have a significant change.