Patient population and clinical data
The 40 pairs of CRC tissues and adjacent normal tissues were collected from patients who were diagnosed with CRC at the Longhua Hospital affiliated to Shanghai University of Traditional Chinese Medicine (Shanghai, China). Tumor and normal adjacent tissue samples were obtained from the surgical treatment at the Department of General Surgery. The samples were snap frozen in liquid nitrogen after separated from the human body immediately and stored at − 80 °C before using. All the patients have signed informed consent prior to surgery and did not receive preoperative chemotherapy or radiotherapy. This study was approved by the Ethics Committee of Longhua Hospital.
RNA sequencing, identification and quantification of human circRNAs
The total RNA was isolated from the tissue samples using TRIzol reagent (Life Technologies, Carlsbad, CA) according to the manufacturer's instructions. Then we assessed the RNA integrity and DNA contamination by using electrophoresis on a denaturing agarose gel. After confirming the RNA is intact and pure, we using the Ribo-Zero rRNA Removal Kit (Illumina,San Diego, CA, USA) and the CircRNA Enrichment Kit (Cloud-seq,USA) to remove the rRNA and enrich the circRNAs. The RNA-seq libraries were constructed by using pretreated RNAs with TruSeq Stranded Total RNA Library Prep Kit (Illumina, San Diego, CA, USA) according to the manufacturer’s instructions. The libraries were denatured as single-stranded DNA molecules, captured on Illumina flow cells, amplified in situ as clusters and finally sequenced for 150 cycles on Illumina HiSeq™ 4000 Sequencer (Illumina, San Diego, CA, USA)according to the manufacturer’s instructions. Paired-end reads were harvested from Illumina HiSeq™ 4000 sequencer, and were quality controlled by Q30. The reads were aligned to the reference genome/transcriptome with STAR software and circRNAs were detected and annotated with DCC software. CircBase database and circ2Trait disease database were used to annotated the identified circRNAs. The differentially expressed circRNAs between the two groups were identified T test statistical methods.
Analyses of circRNA-miRNA-mRNA interaction in CRC
CircRNA-miRNA interaction were predicted by popular target prediction softwares including Circular RNA Interactome and RegRNA. Specific predictions for the target gene of miRNA were based on miRanda, miRDB, miRWalk, RNA22 and Targetscan databases. All the circRNA-miRNA-mRNA networks were constructed by Cytoscape software.
Cell culture
Human CRC cell lines (HT29, HCT116, SW480, SW837, SW48, SW620 and RKO) were purchased from American Type Culture Collection (ATCC) (Manassas, VA, USA). A normal human colon mucosal epithelial cell line (NCM460) and 293 T cell lines were obtained and preserved in our lab. HT29 and HCT116 cells were cultured in McCoy’s 5A (Gibco, Carlsbad, CA, USA), SW480, SW620, SW48, SW837 and 293 T cells were cultured in DMEM (Gibco, Carlsbad, CA, USA), NCM460 cells were cultured in M3:10 media (INCELL, San Antonio, TX), and RKO cells were cultured with MEM (Gibco, Carlsbad, CA, USA), all culture medium containing 10% fetal bovine serum and 1% penicillin. All these cell lines were maintained in a humidified atmosphere of 5% CO2 at 37 °C.
Antibodies and reagents
Anti-PIK3R3 antibody (ab97862, 1:1000 dilution for immunoblotting and 1:200 for IHC) was purchased from Abcam. Anti-AKT1 antibody (#2938), anti-phospho-Akt (Ser473) antibody (#4058), anti-mTOR antibody (#2972), anti phospho-mTOR (Ser2448) antibody (#2971) were obtained from Cell Signaling Technology and all perform a 1:1000 dilution for immunoblotting. The anti-actin (sc-1616, 1:5000 dilution), HRP-anti-mouse IgG (sc-2055, 1:5000 dilution) and HRP-anti-rabbit IgG (sc-2054, 1:5000 dilution) were purchased from Santa Cruz. Actinomycin D and Crystal Violet were purchased from Sigma-Aldrich (St Louis, MO, USA). RNase R was purchased from Epicentre Technologies (Madison, WI, USA).
RNA extraction and qRT-PCR
The total RNA was extracted by using TRIzol reagent (Life Technologies, Carlsbad, CA) and then reverse-transcribed into cDNA using the SuperScript First-Strand Synthesis System (Invitrogen, Carlsbad, CA, USA). The cDNA was used for qPCR using SYBR Green PCR Master Mix (Applied Biosystems, Foster City, CA, USA) with gene-specific primers and the results were normalized with β-actin or U6 as a control. PCR primers are listed in Supplementary Table S1.
circRNA RNase R resistance analysis and actinomycin D assay
The SW620 and RKO cells were treated with 3 U/mg of RNase R (Epicenter, WI, USA) or 2 mg/L actinomycin D (Sigma, USA), then cultured at 37 °C. The cells were harvested at the indicated time points and the stability of circRNA_0000392 and YAF2 mRNA was detected by quantitative real-time PCR (qRT-PCR) assay.
Fluorescence in situ hybridization (FISH)
SW620 and RKO cells were seeded in dishes and fused to 70-80%, then the cells were fixed at room temperature with 4% paraformaldehyde, then treated with protease K. Then overlaid with FITC-labeled circRNA_0000392 probe (Gefanbio, China) at 65 °C for 48h. The signals of the probe were detected by a Fluorescent In Situ Hybridization Kit (Gefanbio, China) according to the manufacturer’s protocol. Nuclei were counterstained with DAPI.
Luciferase reporter assay
The sequences of circRNA_0000392 and PIK3R3–3’ UTR and their corresponding mutant versions without miR-193a-5p binding sites were synthesized and subcloned into luciferase reporter vector pmirGLO (Promega, Madison, WI, USA), named as circRNA_0000392 -WT, circRNA_0000392-Mut, PIK3R3 3’ UTR-WT and PIK3R3 3’UTR-Mut, respectively. The plasmids were validated by sequencing and then co-transfected with the miRNA mimics or inhibitor with the negative controls, respectively. The relative luciferase activity was measured with a Dual Luciferase Assay Kit (Promega, Madison, WI, USA).
Transwell migration and matrigel invasion assays
The transwell chamber (Corning, Kennebunk, ME, USA) was using for the migration assays and the transwell chamber pre-coated with matrigel was using for the invasion assays. According to the protocol, the single cell suspensions were added to the upper chambers and incubated for 24 h. Then wash, fix, and stain the cells with crystal violet. Base on the crystal violet staining, we calculate the migration and invasion rates through counting cells at least five random fields.
RNA immunoprecipitation (RIP)
RIP assay was performed in SW620 and RKO cells. 1 x 107 cells were lysed by RNA lysis buffer completely, then incubated with RIP immunoprecipitation buffer containing magnetic beads conjugated with human anti-Argonaute2 (AGO2) antibody (Millipore, USA) or negative control mouse IgG (Millipore, USA). Add Proteinase K to the sample obtained from RIP and incubate at 55 °C for 30 mins. Then immunoprecipitated RNA was isolated and analyzed by qRT-PCR to quantify the enrichment of circRNA_0000392.
RNA pull-down
Biotin- labeled circRNA_0000392 probe or oligo probe (Gene- Pharma, China) were synthesized. SW620 and RKO cells were lysed with lysis buffer and incubated with specific circRNA_0000392 probes. Then, SW620 and RKO cells were lysed with lysis buffer were lysed in lysis buffer and incubated with probe-coated beads at 4 °C overnight. The beads were washed and the RNA complexes were extracted with TRIzol ( Life Technologies, Carlsbad, CA), then detected by qRT-PCR.
Immunohistochemistry
Detection of expression level of PIK3R3 by immunohistochemistry was performed on 5-μm thick paraffin sections based on patient tissue samples. Briefly, the sections were deparaffinized and rehydrated followed by antigen retrieving used 0.01M sodium-citrate buffer (pH 6.0) at a boiling temperature for 10 min. Then let the sections incubated with 3% hydrogen peroxide for 10 min, 5% bovine serum albumin for 1h and primary antibodies at 4 °C overnight. The sections were incubated with secondary antibodies after washing three times with PBS. Finally, the DAB system was used to display colors and the hematoxylin was to stain the nucleus. The immunostaining images were captured using Olympus FSX100 microscope (Olympus, Japan).
Xenograft tumor model
BALB/c nude mice (male 3- to 4-week-old) were injected subcutaneously with 5 × 106 SW620 cells. Tumor volumes were measured with a caliper every 3 days, calculated from the length (a) and the width (b) by using the following formula: volume (mm3) = ab2/2. 30 days after injection, the animals were sacrificed, and the excised tumor tissues were removed to further assess tumor weight and pathological staining.
Statistical analysis
Statistical analyses were performed using GraphPad Prism 7.0 (GraphPad Software Inc., CA, USA), The Student’s t-test, one-way ANOVA were used to compare differences between groups, as appropriate. The correlation between groups was analyzed by Pearson correlation. ROC curve analysis was performed to evaluate the diagnostic value. Data were presented as mean ± standard deviation (SD), p < 0.05 was considered statistically significant.
Additional methods
Cell transfection, Western blot, Cell proliferation, apoptosis assays are described in Supplementary Methods.