High throughput sequencing analysis and data arrangement
Using high throughput sequencing technique, we defined the clusters of differential expressing LncRNAs in the glioma specimens and paracarcinomic tissues. The suffix E-Signal represented the paracarcinomic tissues, and the suffix T-Signal represented the tumor tissues. Clusters in green indicated the downregulated LncRNAs and clusters in red indicated the opposite.
Clinical samples and cell lines
A total of 144 specimens were collected from tumorectomy of gliomas in the Department of Neurosurgery, Shandong Provincal Hospital Affiliated to Shandong University, Jinan. The adjacent brain tissue was defined as 1 cm away from the lesions. The criteria for the inclusion/exclusion of patient are: (1) age 0–70; (2) only received surgeries, without preoperative chemotherapies or radiation therapies; (3) without other types of cancers, autoimmune diseases, infectious diseases, etc. All specimens were obtained under sterile conditions during surgeries, snap frozen in liquid nitrogen, and stored at 80 °C. The corresponding clinical data were also obtained. This study was approved by the Human Ethics Committee of Hospital. The individuals were informed about the study and gave consent prior to the specimen collection.
We selected human glioma cell lines U87MG and U251, normal human astrocytes (NHA) and mouse glioma cell line GL261 as our experimental cell lines, provided from Shanghai Institutes for Biological Sciences Cell Resource Center (Shanghai, China).
Cell culture and transfection
The cell lines were cultured in DMEM medium with high glucose and sodium pyruvate, supplied with 10% fetal bovine serum, 100 units/mL penicillin and 100 µg/mL streptomycin. The culturing environmental condition was 37℃ with 5% CO2. Transfections of SMART silencer RNA (RiboBio, Guangzhou, China) and overexpression plasmids were performed using Lipofectamine 2000 (Invitrogen). Plasmid extracting was performed by OMEGA Endo-free Plasmid Mini Kit II (D6950-01, Shanghai, China), according to the manufacturer’s instructions. The glycerol bacteria containing mutating peptide of ALDOA was produced by Jinan Boshang Biotechnology Limited Company. Detailed transfection procedures were referred to the instructions.
RNA fluorescence in situ hybridization (FISH) assay
In order to detect subcellular localization of lncRNA ARST, we utilized Fluorescence in Situ Hybridization Kit (Cat.10910) (RiboBio, Guangzhou, China). Procedures were described previously [16]. The probes were also designed and synthesized by RiboBio, Guangzhou. U87MG and U251 were selected for the experiments. The hybridization step needed to be placed in 42℃ overnight with enough humidity.
RNA isolation and quantitative reverse transcription PCR (qRT-PCR) assay
Experimental related primers were designed and produced by Takara, Japan. Cellular total RNA was isolated and concentrated by TransZol Up (Lot#10315) (Transgen, Beijing, China). The primer sequences are listed as follows. ARST: 5’-TCAGCGCATAGCTCAAGTCT-3’ (forward), ARST: 5’-GGTAGGCTCTTCTCAGGCAC-3’ (reverse); ALDOA: 5’-ATGCCCTACCAATATCCAGCA-3’ (forward), and ALDOA: 5’-GCTCCCAGTGGACTCATCTG-3’ (reverse). qRT-PCR assay was performed using the TransStart Tip Green qPCR SuperMix Kit (Transgen, Beijing, China) and CFX Connect Real-time PCR System (Applied Bio-rad, USA) according to the manufacturer’s instructions. gDNA was removed and cDNA was reversed transcribed by TransScript One-Step gDNA Removal and cDNA synthesis SuperMix (Lot#L20602) (Transgen, Beijing, China). 500 ng cDNA, the forward and the reverse primers, the reaction mixture were used to amplify the PCR products corresponding to the human gene. The experiments were repeated at least three times independently to ensure the reproducibility of the results. Human β-actin and GAPDH were amplified as the internal controls. Comparative quantification was done by using the 2 − ΔΔCt method.
Cell proliferation assay
Cells were planted in 96-well plates at the density of 2000 cells per well for 48 h. Cell viability was determined using the Cell Counting Kit-8 (CCK-8) (CK04, Dojindo, Japan). Procedures were described previously [17]. Optical density value was measured at 450 nm on iMark Microplate Reader (Bio-Rad, USA). Each group was set three replicated wells and CCK-8 assay was performed in three independently repeated experiments. EdU assay was performed by Cell-Light™ EdU Apollo567 In Vitro Imaging Kit (Ribobio, Guangzhou, China). The EdU assay was conducted as described previously [18].
Wound-healing and transwell assays
Wound healing assay was performed on 6-well cell culture plates (Corning, USA). Scratching step was vertical performed on the center of each well, using 200 ul pipettes. Culturing for 12 h and 24 h in high glucose DMEM medium without fetal bovine serum (FBS). The figures were obtained on the microscope at 200×. The gap distance was measured by the plotting scale of software. The proportion of changes were calculated and analyzed in statistics. Transwell assay was applied for invasion and migration tests. Glioma cells were planted on the cell culture inserts in the 24-well plates (Corning, USA). For invasion test we used matrigel (BD Biosciences, USA). Cells were cultured in 100 ul serum-free DMEM in the upper chamber and 500 ul medium supplemented with 20% FBS in the lower chamber. After 6 h of incubation, the cells underside of the membrane were fixed, stained with crystal violet for 45 min, and counted under microscope.
Flow cytometry assay
Annexin V-FITC apoptosis detection kit (Beyotime Biosciences, Shanghai, China) was applied to detect level of cell apoptosis. Glioma cells were collected after dissociation with trypsin without EDTA. Next, cells were washed by cold phosphate-buffered saline (PBS). Finally, cells were stained in the binding buffer with Annexin V-FITC and PI for an incubation of 15 min in the darkness. Cytoflex S (Beckman, USA) was utilized to check the staining ratio of FIFC/PI and calculate the level of apoptosis.
Western blot
Total proteins were extracted using RIPA lysis buffer (1:1000) (Transgen, Beijing, China) and protease/phosphates inhibitors (APEBIO,USA). Concentration of proteins was measured by BCA Protein Quantification Kit (Vazyme, China) before Western blot. Proteins were separated by 10% or 12.5% SDS-PAGE gel electrophoresis, transferred to PVDF membranes and probed with primary antibodies. The membranes were subsequently probed with horseradish peroxidase-conjugated secondary antibodies. Later, an enhanced chemiluminescence detection system (Bio-rad, USA) was utilized for protein development. Anti-GAPDH antibody was used to monitor the loading amount. Antibody information was displayed in Supplementary table 4.
RNA segmentation, RNA pulldown and mass spectrum(MS) assay
ARST was divided into 5 segments (Boshang, China). For RNA segmentation, the full-length transcript of ARST is 2116 bp in length; Δ1, Δ2, Δ3, Δ4 and Δ5 correspond to the 1–470 bp, 471–801 bp, 802–1145 bp, 1146–1477 bp and 1477–2116 bp sequence fragments of ARST. For plasmid extraction, OMEGA Endo-free plasmid mini kit II (D6950-01, Shanghai, China) was applied. For enzyme digestion, we used FastDigest XhoI (ThermoFisher, USA) and obtained agarose gel electrophoresis images by the software Quantity One. For DNA purification and transcription in vitro, we utilized TIANquick Mini Purification Kit (DP203) (Beijing, China) and MEGAscript T7 (Beijing, China). RNA pull-down assays were performed using a Pierce™ Magnetic RNA-Protein Pull-Down Kit (Thermofisher, USA) following the manufacturers’ guideline. Biotinylated ARST was synthesized by Pierce™ RNA 3’ End Desthiobiotinylation Kit (Thermofisher, USA). Mass spectrum (MS) was utilized to identify the proteins interacting with ARST and its segments.
Peptide mutation and segmentation assay
For target protein mutation and segmentation, ALDOA was mutated on five sites separately: E35D, K42N/R43A, K149A, K294A (Boshang, China) according to the former studies [19, 20]. Considering the interaction between ALDOA and ARST according to the prognosis results on catRAPID website, ALDOA was also designed to be segmented into two parts (Boshang, China). ALDOA was cloned into the eukaryotic expression vector pcDNA3.1(+) with a C-terminal flag tag and translated to a 40kD protein. ALDOA lacking the 289–364 amino acid (AA) region was cloned into pcDNA3.1(+) to make the pcDNA3.1(+)-ALDOA-△1-flag construct, which could be translated to a 31.6 kDa protein; ALDOA lacking the 1–77 AA region was cloned into pcDNA3.1(+) to make the pcDNA3.1(+)-ALDOA-△2-flag construct, which could be translated to a 31.5 kDa protein.
Protein co-immunoprecipitation (Co-IP) and RNA immunoprecipitation (RIP) assays
A RIP assay was performed using a specific RNA Immunoprecipition Kit (Geenseed, China) to detect the target RNAs and proteins according to the manufacturer’s instructions. Firstly, whole-cell extracts prepared in lysis buffer containing a protease inhibitor cocktail and RNase inhibitor were incubated on ice for 40 min. Secondly, the former mixture was centrifuged at 13,000 g and 4 °C for 20 min and the supernatant was obtained. Magnetic beads were pre-incubated with 5 µg IP-grade antibodies for 30 min at room temperature with rotation about 10r/min. Thirdly, the supernatant was added to the bead-antibody complex in the immunoprecipitation buffer and incubated at 4 °C for 2 h. Later, liquid after overnight reaction was centrifuged in the specific spin columns. Finally, the spin columns were handled by RNase water and the dissolved RNA was purified and quantified by qRT-PCR. The proteins of each sample were precipitated with ice-cold acetone for Western blot examination.
Lactic acid test assay
Cells were cultured in 96-well plate, 1000 cells per well. After 72 h, the cellular metabolism level was measured by Lactic Acid testing Kit (Jiancheng, Nanjing, China). Procedures were described previously [21]. Optical density value was measured at 530 nm on iMark Microplate Reader (Bio-Rad, USA).
Enzymatic activities of PFK, PKM and HK
U87MG cells were seeded in six-well plates at a density of 2.0 × 105 per well, and cultured for 12 h before transfection. After transfection, cells were then digested by 0.08% EDTA trypsin after 48 h. The enzyme activities of PFK, PKM and HK were detected by the respective enzyme activity kit (Jiemei Genetech, Corporation, China) according to the manufacturer’s instructions.
Immunofluorescence and cytoskeleton co-staining
F-actin Staining Kit-Green Fluorescence-Cytopainter (Abcam) was applied for cytoskeleton co-staining with specific proteins. Cytoskeleton staining procedures were described previously [22]. For immunofluorescence, 24-well plates were selected to provide places for cell grow on the glass coverslips. After incubation with the antibodies overnight and AlexaFluor secondary antibodies for 1 h, the images were gained and handled on Zeiss LSM780 confocal laser scanning microscope system (Germany).
Animal experiments
Aiming at the target lncRNA ARST, we designed lentivirus expression vector using human eukaryotic translation elongation factor 1 α1 promoter. GL261 cells, U87MG, C57 mice and BALB/c nude mice were chosen for experiments in vivo. C57 mice and BALB/c Nude immunodeficiency mice (5 weeks old) in the experiment were purchased from Beijing Weitong Lihua Experimental Technology Co., Ltd., and were housing in SPF (Specific pathogen free, SPF) class Animal Culture Center of Baotuquan Campus, Shandong University. Animal experiments were carried out obeying to the Guidelines of Laboratory Animals Using and Caring of Shandong University School of Qilu Medicine. Animal experimental procedures were acquired from the admissions of the Animal Care Committee of Shandong University. After lentivirus infection and puromycin selection, we set up the experimental cell line LV-EF1a > ARST-CMV > Luciferase/T2A/Puro, and the control cell line LV-CMV > Luciferase/T2A/Puro for animal experiments (Cyagen, Guangzhou, China). Mice were anesthetized and the brains regions were stereotactically located, 2 mm away from skull midline of the right frontal, 2 mm behind the coronal suture. The located part was drilled and injected at a depth of 5 mm from the surface of the skull, with a speed of 0.2 µL per 15 s (Total injected cell number: 2.5 × 106). After the injection was completed, the needle was left for 2 min and then withdrawn 1 mm every minute. Animals were observed until neurological symptoms or signs appeared, including hunched posture, gait changes, lethargy and weight loss. After implantation for 7d and 14d, the animal imaging system IVIS Spectrum (PerkinElmer, USA) was applied for detecting the variation of the tumor size. For the rescuing experiments, BALB/c nude mice were applied for glioma cells implantation intracranially and after 21d, histologic section experiments were performed by the HE staining technique.
Statistical analysis
GraphPad Prism software (La Jolla, CA, USA) was used for data analysis, and ImageJ (National Institutes of Health, USA) was used for figure analysis. T-test was used for comparing the statistical data of two groups. Chi-square test was used to analyze the correlation between the expressions of ARST and the glioma features. For qRT-PCR, the experimental systems were repeated three times independently. All data were displayed as mean ± standard error of mean (SEM). Moreover, P value < 0.05 was considered to be statistically significant.