2.1. Patients and specimens
Human HCC tissues and paired adjacent noncancerous liver tissues were obtained from seven patients with HCC undergoing tumor resection. The study was approved by the Institutional Medical Ethics Committee of Shandong Provincial Hospital. The inclusion criteria were as follows: at least 18 years old and diagnosed with HCC without any local or systemic treatment. The exclusion criteria were as follows: patients with other types of cancer, liver failure, and taking medications that affect liver function. All subjects signed an Institutional Review Board (IRB)-approved informed consent before enrollment in the study.
The human HCC tissue microarray (Shanghai Outdo Biotech Co., Ltd., Shanghai, China) used in this study was constructed with specimens from 94 patients with HCC who underwent curative resection. All the patients did not have adjuvant chemotherapy or radiotherapy. It was approved by the Ethical Committee of Shanghai Outdo Biotech Co., Ltd.
2.2. Immunohistochemistry and scoring
The tissue slides were first incubated with the primary antibody and then with the secondary antibody (Goat anti-rabbit antibody, Zhongshan Biotechnology Co., Beijing, China).The slides were imaged using a microscope slide scanner (Nikon Ti-S, Tokyo, Japan) and analyzed by Image J (version 1.52, NIH, USA). The modified immunoreactive score (IRS) was used to evaluate immunohistochemical staining. The intensity of specific staining was characterized as not present (0), weak but detectable above control (1), moderate (2), and very strong (3). The percentage of positive cells was evaluated as follows: no staining, 0; <10%, 1; 10–50%, 2; 51–80%, 3; >80%, 4. IRS was assessed independently by three pathologists who had no knowledge of clinicopathologic information or patient outcome. The final score (ranging from 0 to 12) was obtained by multiplying the two scores in each case. A score of < 6 was deemed as low expression, whereas a score ≥ 6 was considered to be high expression.
2.3. Cell lines and Cell culture
Human HCC cell line MHCC97H, was obtained from Shanghai Zhongqiaoxinzhou Biotech. The immortalized normal liver cell line LM3, human HCC cell lines HepG2 and Huh7 were purchased from Shanghai FuHeng Biology. Authentication of cell lines used in this study was performed by short tandem repeat (STR) DNA Profiling and no cellular cross contamination was detected. Cells were cultured following the instruction:
The reagents used in the present study were as follows: Oligomycin A (50µM, OXPHOS inhibitor) for 4h, MHY1845(10µM, mTOR inhibitor) for 6h, LY294002 (15µM, PI3K inhibitor), Rapamycin (10µM, mTOR inhibitor) or 740Y-P (30µM, PI3K activator) for 24h, Crizotinib (8µM, C-MET inhibitor) or 2-Deoxy-D-glucose (2-DG) (5mM, Glycolysis inhibitors) for 48h. All these reagents were purchased from Selleck (Shanghai, China).
2.4. Transfection assay
Overexpression plasmids of MRPL12 and YY1 and the control empty vector were constructed by Genomeditech (Shanghai, China). Lentivirus by which to knock down MRPL12 (sense: 5ʹ-TCAACGAGCTCCTGAAGAAA-3ʹ) was obtained from GenePharma (Shanghai, China,). SiRNAs targeting YY1 (sense: 5ʹ-CCAAACAACUGGCAGAAUUTT-3ʹ) were synthesized by RiboBio (Guangzhou, China). Cells in 6-well plates were transfected with plasmids using Lipofectamine 3000 (Invitrogen, Shanghai, China) or with siRNA using riboFECTTM CP Transfection kit (RiboBio, Guangzhou, China) according to the manufacturer's instructions.
2.5. Western blotting
Treated cells were harvested directly in RIPA (Solarbio, Beijing, China) buffer containing protease and phosphatase inhibitor Cocktail (Solarbio, Beijing, China). 25–50µg proteins were electrophoresed, and electroblotted to PVDF membrane (Merck, Nantong, Jiangsu, China). Then the membranes were incubated in primary antibodies overnight at 4˚C. Primary antibodies were detected with HRP-conjugated goat-anti rabbit or goat-anti mouse secondary antibody (Invitrogen, Shanghai, China). The bands were visualized by Tanon 5200 (Molecular Devices, Beijing, China), and were analyzed by Image J (version 1.52, NIH, USA).
The following primary antibodies were used: anti-MRPL12, anti-PCNA, anti-MMP2, anti-E-cadherin, anti-Bcl-2, anti-BAX, anti-ND1, anti-COXII, anti-CYTB, anti-ATP6, anti-YY1, anti-GAPDH (Proteintech, Wuhan, China), anti-ND6 (Absin, Shanghai, China), and anti-Ki67 (Abcam, Shanghai, China) (Supplementary Table S1).
2.6. Real-time polymerase chain reaction (RT-PCR)
Total RNA was extracted from treated cells using TRIzol Reagent (Invitrogen, Shanghai, China) according to the manufacturer’s instructions. 1µg mRNA was reversed-transcribed to cDNA with PrimeScript™ RT reagent Kit (Perfect Real Time) (TAKARA, Beijing, China). Quantitative real-time PCRs were performed in triplicates using ABGENE PCR STRIPS (Thermo, Shanghai, China). Thermal cycling conditions were 30s at 95˚C, then 40 cycles of 95˚C for 5s and 60˚C for 30s, followed by 95˚C for 5s and 60˚C for 1 min on QuantStudioTM Real-Time PCR Instrument (Thermo Fisher Scientific, Shanghai, China). The primers were obtained from BIOSUNE (Shanghai, China) (Supplementary Table S2)..
2.7. CCK-8 cell viability assays
Cells were seeded into 96-well plates (3000 cells/well) with 100 µL medium and incubated overnight. Then, cells were treated with the negative control or the indicated drugs for 12h, 24h, 36h, 48h, 60h and 72h. At the time of analysis, 10 µL CCK-8 reagent (MedChem Express, Monmouth Junction, NJ, USA) was added to each well. After 1 h of incubation, the OD values were determined using a microplate reader (SpectraMax i3x, USA) at a wavelength of 450 nm. Experiments were performed in triplicates.
2.8. 5-Ethynyl-20-deoxyuridine assay
Cells cultured in 96-well plates were incubated with 5-ethynyl-20-deoxyuridine (EdU, RiboBio, Guangzhou, China) for 5 h following the manufacturer's instruction. After three washes with PBS, the cells were treated with Apollo reaction cocktail for 30 minutes. Then, the DNA contents of the cells were stained and visualized under fluorescence microscope (Nikon Ti-S, Tokyo, Japan). Images were obtained by Nikon microscope imaging system (Nikon Ti-S, Tokyo, Japan), and analyzed by image J (version 1.52, NIH, USA).
2.9. Transwell Assays
Transwell assays were performed with BD chambers (8-mm pores; BD Biosciences, Shanghai, China). About 1x105 cells/well were seeded in the upper chamber and cultured in serum-free medium. Medium with 30% serum was placed in the lower chambers. After migration through the Transwell membrane, the cells were fixed with 4% paraformaldehyde and stained with crystal violet (Solarbio, Beijing, China). The difference between the migration and invasion assays was the Transwell chambers for migration assays were not coated with Matrigel. All Transwell treatments were conducted in triplicates.
2.10. Flow Cytometry
Following different treatments, cell apoptosis was detected using BD PharmingenTM PE Annexin V Apoptosis Detection Kit I (BD Biosciences, Shanghai, China) in accordance with the manufacturer’s instructions. Cells were harvested after trypsin digestion, centrifuged, and washed with Annexin V binding buffer for three times. Then, cells were stained with PE Annexin V and 7-AAD and analyzed by flow cytometry (BD FACSAria II, Shanghai, China).The results were analyzed using FlowJo software (version 10, Ashland, OR, USA).
2.11. Immunofluorescence Staining
For mitochondrial staining, cells were incubated with MitoTracker Red CMXRos (Thermo Fisher Scientific, Shanghai, China), and then fixed with 4% paraformaldehyde (Solarbio, Beijing, China). After washing 3 times, cells were permeabilized in 0.1% Triton X-100 (Solarbio, Beijing, China), blocked for 1 h with 1% goat serum (Solarbio, Beijing, China), and incubated with MRPL12 primary antibody (1:200; Proteintech, Wuhan, China) overnight at 4°C. Followed by incubation at 37°C with secondary antibody Alexa Fluor®-488 and secondary antibody Alexa Fluor®-594 (Cell Signaling Technology, Shanghai, China), nuclei were counterstained with Hoechst 33342 (Life technologies, Shanghai, China). Fluorescent images were taken with Nikon microscope imaging system (Nikon, Tokyo, Japan) and analyzed by Image J (version 1.52, NIH, USA).
2.12. Transmission Electron Microscopy
Transmission electron microscopy was used to examine structural changes of mitochondria. Control, MRPL12-OE and MRPL12-KD HepG2 cells were pre-fixed with 4% glutaraldehyde and then fixed with 1% citric acid. Samples from transplanted tumors derived from MRPL12-OE or -KD HepG2 cells were dehydrated with ethanol, embedded with Eponate 12 epoxy resin, and semi-thin sliced by LEICA EM UC7 Ultra-Thin Slicer (Shanghai, China). After double staining with uranyl acetate and lead citrate, slides were observed under transmission electron microscope (JEOL, Tokyo,Japan).
2.13. Mitochondrial DNA copy number Quantification
Total DNA was isolated from treated cells using Genomic DNA Mini Preparation Kit (Beyotime, Shanghai, China). Reactions for quantitative real-time PCR assay (qPCR) were performed with SYBR Premix EX Taq II kit (Takara, Japan). For mtDNA quantification, the primers sequences were used as follow: D-Loop 2: F-GGCTCTCAACTCCAGCATGT; R-AGGACGAGGGAGGCTACAAT; G6PC: F-CTGTCTTTGATTCCTGCCTCAT; R- GTGGCTGTGCAGACATTCAA. G6PC were regarded as the nuclear control.
2.14. Chromatin Immunoprecipitation (ChIP) assay
Cells were cross-linked with 1% formaldehyde for 10 min and quenched in 125mM glycine for 5 min at room temperature. After incubation in cold lysis buffer for 20 min, cells were harvested with cell scraper. DNA was immunoprecipitated from the sonicated cell lysates using 2µg anti-YY1 antibody (Proteintech, Wuhan, China). Purified DNA was quantified by real-time PCR performed with human MRPL12 promoter primers which probably contained a YY1 binding site predicted from ALLGENPROMO3.0.2. (http://alggen.lsi.upc.es/cgi-bin/promo_v3/promo)
2.15. Luciferase Reporter Assay
Cells were seeded in twelve-well plates and transfected with overexpression plasmids of YY1 using Lipofectamine® 3000 (Invitrogen, Shanghai, China). In the meantime, the cells were co-transfected with firefly luciferase reporter plasmids containing wild-type or mutant YY1 binding site. After 48 hours, Firefly and Renilla luciferase activities were measured using the Dual-Luciferase Reporter Assay System according to the manufacturers’ instructions (Promega, Madison, WI, USA).
2.16. Seahorse Assay
The OCR and ECAR were determined by XF96e machine using Seahorse XF Cell Mito Stress Test and Glycolysis Stress Test assay following the manufacturer’s instructions (Agilent Technologies, Beijing, China). Treated cells were plated in XF96 cell culture microplates (Agilent Technologies, Beijing, China). Cells were incubated at 37˚C with 5% CO2 overnight for 24 h and changed the medium to a pre-warm assay medium. After non-CO2 incubation for 1 h, cells were treated with 2µM oligomycin, 1µM FCCP or 5µM rotenone/antimycin A (Agilent Technologies, Beijing, China).
2.17. HCC tumor-xenograft mouse model
The animal study was approved by Animal Ethics Committee of Shandong Provincial Hospital. Four-to-five-week-old BALB/c nude mice were used in the present study. Cells after different treatments were prepared with 3 × 106 cells/100 µL. The suspensions were administered subcutaneously to nude mice. Two weeks after injection, the tumor-bearing mice were received intraperitoneal injection of 100 mg/kg LY294002 for 21 days.Tumor size was measured weekly and tumor volume was calculated using the formula: volume (mm3) = tumor length × width2/2. After five weeks, all mice were sacrificed to compare the tumor volume and weight. Tumors were fixed in 10% formalin and paraffin embedded for subsequent IHC examination.
2.18. Statistical analysis
Continuous data following a normal distribution was analyzed by Student's t test or Welch's t test; continuous data with a non-normal distribution was assessed by Mann-Whitney U test. Chi-squared test was used for dichotomous variable and categorical data. Correlations between MRPL12 expression and clinicopathologic characteristics wereevaluated using chi-squared test. Univariate Cox regression and survival analyses were also conducted. Data are presented in bar plots as mean ± standard deviation (SD) of at least three independent experiments. A p-value of < 0.05 (two-tailed) was considered statistically significant. All statistical analyses were performed using Prism 8.0 (GraphPad Software, San Diego, CA).