Clinical samples
All PTC and adjacent normal tissues used in this study were obtained from the First Affiliated Hospital of Sun Yat-sen University between 2018 and 2020. The diagnosis of PTC was confirmed by postoperative histopathological examination confirmed. The biospecimen collection procedure and research protocol were approved by the Ethics Committee of the First Affiliated Hospital of Sun Yat-sen University.
Cell lines and cell culture
The cell lines utilized in this study included normal human thyroid epithelial cells (Nthy-ori 3 − 1), papillary thyroid carcinoma (PTC) cell lines (BCPAP, TPC-1), anaplastic thyroid carcinoma (ATC) cell line (8305C), and a utility cell line (HEK293T). Nthy-ori 3 − 1 and BCPAP were obtained from Guangdong Provincial People's Hospital. TPC-1, 8305C and HEK293T were obtained from the American Type Culture Collection (ATCC). These cells were authenticated and tested for mycoplasma contamination. All the cells were cultured with specific media according to ATCC instructions.
Antibodies and sequences
The primary antibodies used in western blotting and RNA immunoprecipitation were listed in Table 1. shRNAs were synthesized by IGE Biotechnology Co., Ltd. (Guangzhou, China). siRNA and miR Inhibitor used in intratumoral injection and probes targeting the junction area of circPSD3 were synthesized by RiboBio Technology Co., Ltd. (Guangzhou, China). Sequences of shRNAs and siRNAs are listed in Table 2. Sequences of miR inhibitors and probes are listed in Table 3.
Construction of stable cell strains
We constructed two plasmids containing a tetracycline-inducible promoter and two different specific short hairpin RNAs (shRNAs) targeting the junction area of circPSD3. To harvest the lentivirus solution, HEK-293T cells were transfected with the PAX2 packaging plasmid, PMD2G envelope plasmid, and Tet-sh-circPSD3 using PEI. After 48 hours, the supernatant containing the lentivirus was collected and filtered through a 0.4 µm pore size filter. TPC-1 and 8305C cells were infected with the lentivirus solution containing polybrene (8 µg/mL). After 72 hours of incubation, the solution was replaced with complete medium containing puromycin (2–4 mg/mL) for selection. The shRNA targeted the junction area of circPSD3 48 hours after doxycycline treatment.
CircRNA sequencing
The circRNA sequencing for PTC and adjacent tissues was conducted by Liebing Biomedical Technology Co., Ltd. (Shanghai, China). Differential expression analysis of circular RNAs was performed using the edgeR package.
RNase R treatment
Total RNA was extracted and mixed with ribonuclease R (RNase R) at 37°C for 20–30 minutes to digest linear RNA. The RNase R digestion system consisted of 2 µg RNA, 2 U RNase R, 2 µL 10× buffer, and DEPC water adjusted to a final volume of 20 µL. The control group did not include RNase R, while all other components remained the same. After digestion, samples were subjected to 85°C for 10 minutes to inactivate the enzyme. RT-qPCR was conducted to assess the levels of linear and circular RNA, respectively.
Nuclear and cytoplasmic RNA extraction
The nuclear/cytoplasmic RNA fraction was isolated using the PARISTM Kit (Thermo Fisher, AM1921) following the manufacturer's instructions. Briefly, 1×107 adherent cells were collected and washed once with ice-cold PBS. The cells were then incubated with 300 µL separation buffer for 10 minutes. After centrifugation, the supernatant was collected as the cytoplasmic fraction, while the pellet was retained as the nuclear fraction for subsequent RNA extraction. An equal volume of lysis buffer and 100% ethanol was sequentially added to each fraction, followed by filtration through the provided column to capture RNA on the filter core. After washing the column with wash buffer three times, RNA was eluted by adding elution buffer to the center of the filter core. The obtained nuclear/cytoplasmic RNA was directly used for subsequent RT-qPCR analysis. GAPDH and U3 were employed as internal controls for cytoplasmic and nuclear fractions, respectively, serving as standards for assessing the degree of nuclear-cytoplasmic separation. Primer sequences are listed in Table 4.
RNA fluorescence in situ hybridization (FISH)
Cells were seeded onto dishes for confocal microscopy in advance. After washing with PBS, cells were fixed with 4% paraformaldehyde for 10 minutes, followed by permeabilization for 5 minutes. Pre-hybridization buffer was applied for 30 minutes at 37°C for blocking, and hybridization solution was then prepared by diluting probes to 0.5 µM and incubating overnight at 37°C. On the following day, the hybridization solution was discarded, and sequential washes with hybridization wash buffer were performed to remove unhybridized probes. DAPI staining solution was used to stain the cell nuclei after washing. Samples were stored at 4°C with an anti-fading agent for further observation.
Cell proliferation assays (EdU Assay & CCK-8 Assay)
Cell proliferation rate and cell viability were detected using the Cell-Light EdU Kit (RiboBio, C10310-1) and the Cell Counting Kit-8 (Ape×Bio, K1018). For the EdU assay, treated cells were seeded into a 96-well plate overnight. On the next day, cells were incubated in complete medium containing EdU reagent (1:500) for 2 hours, then subjected to Apollo staining and Hoechst 33342 staining according to the manufacturer’s instructions. Fluorescence images were taken under a 5x objective lens using a fluorescence microscope. EdU positive cells (%) were calculated as (EdU-positive cells / DAPI-positive cells) × 100%. For the CCK-8 assay, cells were treated and seeded into four 96-well plates. After cells were incubated in complete medium containing CCK-8 reagent (10%) for 2 hours, the absorbance at 450 nm was measured to represent cell viability at 0, 24, 48, and 72 hours. The procedure was carried out for four days at 24-hour intervals.
Cell apoptosis assays
The apoptosis rate was measured using the Annexin V-FITC/PI Apoptosis Kit (Elabscience, E-CK-A211). Cells were seeded in a 6-well plate and treated for 72 hours before harvesting. Both cells and cell debris in the supernatant were collected in the same tube, washed once, and then resuspended in 200 µL binding buffer. Cells were stained with Annexin V/PI following the manufacturer's instructions and then analyzed using fluorescence-activated cell sorting (FACS). FACS was performed using a NovoCyte Flow Cytometer (Agilent Technologies, USA) and analyzed with NovoExpress software. The apoptosis rate was calculated as the proportion of Annexin V+/PI + and Annexin V+/PI- cells, representing the sum of cells in early and late apoptosis.
Animal experiments
The study was approved by the Institutional Animal Care and Use Committee (IACUC), Sun Yat-Sen University (SYSU-IACUC-2023-000896). Cells were harvested, washed, resuspended in PBS, and then mixed with Matrigel (Corning, 356234) at a ratio of 1:1. Half male and half female BALB/c nude mice at four weeks of age were randomly divided into three or four groups, each group with 4 mice. Each mouse was injected subcutaneously in the back with 107 cells in 100 µL cell suspension. After tumor formation, mice were randomly assigned to different groups. The siRNA and miRNA inhibitors were administered into established tumors by multi-point injection every three days at a dosage of 2 nmol per mouse. Tumor volume was measured before each administration using callipers, and the volume was estimated according to the formula: 0.5 × length × width2. According to the animal use protocol approved by IACUC, mice were euthanized by cervical dislocation before the maximal tumor size reached 2000 mm3 or maximum tumor diameter reached 2 cm. Tumors were dissected, photographed, and weighed. Tumors were fixed in 4% paraformaldehyde for subsequent embedding in paraffin and sectioning.
Proteomics
Proteomic sequencing was carried out after knocking down circPSD3 in TPC-1 and 8305C cell lines, with three replicates in each group. Twelve protein samples were subjected to protein mass spectrometry analysis by Novogene Co., Ltd. (Beijing, China). Differential expression analysis of proteins was conducted using the limma package, followed by KEGG pathway enrichment analysis using the clusterProfiler package.
Metabolomics
Cells were seeded onto 6 cm dishes in advance. Metabolomic sequencing was carried out after knocking down circPSD3 in TPC-1 and 8305C cell lines, with four replicates in each group. After washing twice with cold PBS, cells were rapidly frozen in liquid nitrogen. Subsequently, samples were fixed in 800 µL methanol at -80°C for 30 minutes. Next, the mixture was scraped, transferred to EP tubes, and mixed with an equal volume of acetonitrile. After centrifugation at 4°C, the supernatant was collected and immediately subjected to LC-MS analysis using the 1290 Infinity II liquid chromatography-mass spectrometry system (Agilent Technologies, USA). Metabolites were standardized based on internal standards, and integrated analysis was performed using MassHunter quantitative software.
Oxygen consumption rate measurement
The oxygen consumption rate (OCR) was measured using the Seahorse XF96 Analyzer (Agilent Technologies, USA). Cells were seeded in Seahorse XF Cell Culture Microplates overnight to ensure a cell density of 90–100% for the experiments (usually 15-20k per well). The complete medium was discarded, and the cells were incubated in 180 µL assay medium for 45 minutes in a non-CO2, 37°C incubator. Meanwhile, the reagents were diluted with assay medium (the final concentration of FCCP in this study was 0.5 µM), and Oligomycin, FCCP, and Rotenone were loaded into cartridge ports A, B, and C, respectively. The assay was run according to the template. All reagents and supplies required were purchased from Agilent Technologies, Inc. (USA).
Mitochondrial membrane potential detection
Mitochondrial membrane potential (MMP) was measured using the MitoProbe™ JC-1 Kit (Thermo Fisher, M34152). JC-1 exhibits potential-dependent accumulation in mitochondria, indicated by a fluorescence emission shift from green (~ 529 nm) to red (~ 590 nm). Mitochondrial depolarization is indicated by a decrease in the red/green fluorescence intensity ratio. After the cells were digested and gently washed with warm PBS, 106 cells were collected and incubated at 60°C for 1 minute as a positive control group. Cells from the positive control group and other treated groups were incubated with JC-1 solution or blank solution at 37°C for 30 minutes. JC-1 was added in 1 mL complete medium at a 1:1000 proportion. After incubation, the cells were washed twice with warm PBS and resuspended in the same solution for FACS. MMP was determined by the polymer/monomer ratio.
NAD+/NADH measurement
The NAD+/NADH ratio was measured using the NAD+/NADH Ratio Assay Kit (Beyotime, S0175) according to the manufacturer’s manual. Briefly, the intracellular NAD+/NADH fraction was extracted and divided into two groups: half of the sample was used to determine the total concentration of NAD + and NADH, and the other half (treated at 60°C for 30 minutes to resolve the NAD + fraction) was used to detect the concentration of NADH. The absorbance at 450 nm was measured to calculate the concentration and NAD+/NADH ratio according to the standard curve.
Metabolite supplementation
Metabolite rescue was conducted by adding α-ketoglutarate (Sigma, K1128) and succinate (Sigma, PHR1418) to complete medium at concentrations of 4 mM and 2 mM, respectively. The conditional medium was adjusted to a neutral pH.
RNA immunoprecipitation
Cells were transfected with HA-tagged Ago2 plasmid prior to RNA immunoprecipitation. The cells were harvested, centrifuged, and re-suspended in 100 µL IP lysis buffer supplemented with protease and RNase inhibitors for 5 minutes. Subsequently, the lysate was centrifuged, and the supernatant was transferred to a new EP tube. Ten percent of the supernatant was reserved as an input control and stored at -80°C. The remaining supernatant was divided into two equal parts: one part was incubated with IgG control antibody, and the other part with HA antibody, both at 4°C for 2 hours. After this incubation, protein A/G agarose beads were added and incubated overnight. The following day, the beads were washed with PBST on a magnetic rack to remove unbound complexes. The immunoprecipitated RNAs were extracted using the TRIzol method for subsequent RT-qPCR analysis.
RNA pull-down
Cells were transfected with the circPSD3-overexpression plasmid in advance. Forty-eight hours later, the cells were harvested and lysed in IP lysis buffer for 5 minutes, followed by centrifugation at 4°C at 13,000 rpm for 10 minutes. The supernatant was transferred to a new EP tube. Next, NC probe/biotin-labelled circPSD3 probe/biotin-labelled miR-338-5p probes were mixed with the supernatants separately and incubated overnight at 4°C with rotation. Streptavidin magnetic beads were then added and incubated at room temperature for 2 hours with rotation. Afterward, the beads were washed with PBST on a magnetic rack to remove unbound RNA complexes. RNA was extracted using the TRIzol method for subsequent RT-qPCR analysis.
Dual-luciferase reporter assay
Wild-type and mutant fragments of the SUCLG2 3’UTR were constructed into the pmirGLO vector. The constructed reporter plasmids and miR-338-5p mimics or NC were then co-transfected into 293T cells. After 48 hours of incubation, the luciferase activity was quantified using the Dual-Luciferase® Reporter Assay System (Promega, E1910). The firefly to Renilla luciferase ratios were calculated. MiR-338-5p mimics and miR-NC were synthesized by RiboBio Technology Co., Ltd. (Guangzhou, China).
HE, IHC and RNA in situ hybridization
PTC tissues and mouse xenograft tumors were fixed with 4% paraformaldehyde, embedded in paraffin, and sectioned. All paraffin sections were deparaffinized and hydrated using xylene and ethanol. For IHC staining, after immersion in boiling EDTA unmasking solution (Solarbio, C1034) for antigen retrieval and subsequent blocking in 20% goat serum, the slides were incubated at 4°C overnight with a primary antibody against Ki67. The following day, the slices were incubated with a secondary antibody, and the result was detected using a 3,3′-diaminobenzidine (DAB) peroxidase substrate kit (Dako, K5007). For HE staining, sections were stained with eosin and hematoxylin solution only. After dehydration and clearing, the slices were sealed with neutral resin and prepared for subsequent observation under a microscope. RNA in situ hybridization was conducted using an enhanced sensitive in situ hybridization detection kit (BOSTER, MK1030), following the manufacturer’s instructions. CircPSD3 junction site-targeting/non-targeting labelled probes conjugated to digoxin were synthesized by Geneseed Biotech, Co., Ltd. (Guangzhou, China). The slides were hybridized with probes (0.5 µg/mL) at 40°C overnight. To estimate the level of circPSD3, three areas from each slide were randomly selected, and the positive-staining area (1–4) and positive-staining intensity (0–3) were scored. The total staining score was calculated by multiplying the staining area by the staining intensity. The scoring process was performed independently by two researchers.
Statistical analysis
All experimental data were obtained from at least three independent trials, analyzed using t-tests (two-sided) in GraphPad Prism 8.0 software, and presented as mean ± SD. A P value of 0.05 was considered statistically significant.