Tissue microarray (TMA) and immunohistochemistry (IHC)
Human microarray slides (TMA1 and TMA2) of GC were purchased from Shanghai Outdo Biotech Co. Ltd. (Shanghai, China). TMA1 consisted of 90 pairs of tumor and adjacent normal tissues and the clinicopathological information from TMA1 could be provided in Supplementary Table S1. The samples were incubated with anti-ALKBH5 (1:200 dilution in PBS, ab195377, Abcam, USA ). The protein levels of ALKBH5 in GC tissues were detected using IHC as described previously [11].
Immunofluorescence (IF)
TMA2 contained 4 normal, 28 pairs of tumor and adjacent normal tissue and the clinicopathological information from TMA2 could be provided in Supplementary Table S2. The slides were immersed in EDTA antigen repair buffer (pH 8.0) and heated for antigen repair. After being washed, the slide was blocked with 3% BSA and incubated with anti-ALKBH5 (1:200 dilution in PBS) overnight at 4℃. Then, the slide was incubated with fluorescent secondary antibody (1:100, Alexa Fluor 488, Abcam), counterstained with DAPI (Solaibio, China), and sealed for observing. The sections were scanned using PANNORAMIC MIDI (3DHISTECH, Hungary) and analyzed by DensitoQuant 1.15.4 of QuantCenter (3DHISTECH, Hungary). The representative images of TMA2 were captured using a Nikon confocal microscope (A1HD25, Nikon).
Bioinformatic analysis
The mRNA expression levels of ALKBH5 and clinical information of GC patients in TCGA-STAD dataset were downloaded from TCGA database (https://portal.gdc.cancer.gov/). The expression levels of target genes of ALKBH5 in GC and normal tissues were analyzed using GEPIA database (http://gepia.cancer-pku.cn/index.html).
Cell culture
Human gastric epithelial cell line GES-1 and GC cell lines (MKN-28, HGC-27, BGC-823, SGC-7901 and AGS) were obtained from Digestive Disease Laboratory of Shanghai Sixth People’s Hospital and cultured in RPMI 1640 medium with 10% fetal bovine serum (Gibco, USA), 100 U/mL of penicillin and 100 µg/mL of streptomycin at 37 ◦C and 5% CO2.
Transfection of lentivirus, siRNA and plasmids
The construction and synthesis of overexpression (OE), knockdown (KD) and corresponding control lentiviruses used in this experiment were accomplished by Hanheng Biotechnology Co,, Ltd (Shanghai, China). The sequences of ALKBH5 shRNA were presented in the Supplementary Table S4. The cells were seeded into six-well plates and infected with lentivirus as the manufacturer’s instructions. OE plasmids and siRNA against CDC6 were obtained from Hanheng Biotechnology, and the sequence of siRNA against CDC6 was listed in the Supplementary Table S5. The transfection was conducted using Lipo3000 (Invitrogen, USA) based on the manufacturer’s instructions.
RNA extraction and quantitative real-time PCR (RT-qPCR)
Total RNA was extracted using TRIzol reagent (Invitrogen, Thermo Fisher Scientific, USA ) following manufacturer’s instructions. 1000 ng of total RNA were used for cDNA synthesis on the ABI VeritiTM 96-well Thermal Cycler (Thermo Fisher Scientific, USA) by the HiScript II QRT SuperMix for quantitative PCR (Vazyme Biotech Co. Ltd., Nanjing, China). The primer sequences were presented in Supplementary Table S3. The mRNA expression levels of target genes were calculated using a 2-△△Ct method and normalized to β-actin.
Western blotting
Cells or human GC tissues were lysed using RIPA buffer (Beyotime, Shanghai, China). Equal amount of total proteins were separated on 10% SDS-PAGE gels (EpiZyme, Shanghai, China) and transferred to PVDF membranes (0.45 µm, Millipore,USA). The membranes were blocked in 5% milk-TBST for 1 h at room temperature and incubated with the primary antibodies (1:500 or 1:1000 dilution) including anti-ALKBH5 (ABE547, Merck Millipore, Germany), anti-YTHDF1 (ab220162, Abcam), anti-CDC6 (ab109315, Abcam), anti-FEN1 (DF6309, Affinity), anti-CDK4 (DF6102, Affinity), anti-CDKN1C (AF6819, Affinity), anti-CDC45 (DF6779, Affinity), anti-MCM7 (DF6272, Affinity), anti-E2F1 (DF6797, Affinity), anti-β-actin (T0022, Affinity), and anti-GAPDH (Affinity Biosciences, USA). Then, membranes were incubated with species-specific secondary antibodies (1:3000, Beyotime, China).
Cell counting Kit-8 (CCK8) and EdU assay
Cell viability was monitored by a CCK8 assay kit (Dojindo corp, Japan) as previously described [11]. Cell proliferation assays were detected using a Cell-Light EdU Apollo567 in vitro Kit (RiboBio, China) following the manufacturer’s instruction. EdU-positive cell rates were calculated by Image J software (NIH, USA).
Colony formation assay
GC cells during the logarithmic phase were seeded in the 6-well plate with 1000 per well and cultured for 7 days. After being washed with PBS, the cells were fixed by 4% paraformaldehyde. Subsequently, cells were washed by PBS twice and then stained with 0.1% crystal violet solution. The colonies were imaged and countered.
Cell cycle assay
Cell cycle assays were conducted using Cell Cycle DNA Content Quantitation Assay (Solarbio, China). Briefly, cell samples were collected and fixed in cold 70% ethanol overnight at -20℃. Subsequently, cells were washed by cold PBS twice and added RNaseA for incubating at 37°C for 30 minutes. Then, cells were dyed with PI in the dark for 30 min at room temperature. Then cell cycle tests were performed by CytoFLEX flow cytometer (Beckman Coulter, United States). Modfit LT software was used for the analysis.
M6A dot blot
The complete mRNAs were denatured at 65℃ for 5 min and placed on the ice for 5 min. mRNAs (500ng, 250ng or 125ng) were spotted onto positively charged nylon (GE Healthcare, USA), and then conducted as previously reported [23].
RNA sequencing (RNA-seq) analysis
Total RNAs from ALKBH5 OE and Vector transfected MKN-28 cells were collected for poly(A) mRNA purification by NEB Next Poly(A) mRNA Magnetic Isolation Module. The next generation sequencing (NGS) was conducted by Aksomics Biotech (Shanghai, China). Differential expression genes (DEGs) were obtained using “DESeq” package in R (|log2FC| ≥ 0.585), and used for KEGG and GO analysis mainly with “clusterProfiler”, “ggplot2”, and “enrichplot” packages. Additionally, DEGs related to cell proliferation were acquired from intersection between all DEGs and gene sets of Cell cycle (c2.cp.kegg.v7.5.1.symbols.gmt, https://www.gsea-msigdb.org/gsea/index. jsp) .
Methylated RNA immunoprecipitation sequencing (MeRIP-seq) and MeRIP-qPCR
The complete mRNA was obtained from total RNA using Seq-StarTM poly(A) mRNA Isolation Kit (Arraystar, USA). The mRNA was fragmentated and incubated with m6A antibody (ABE572, Merck Millipore, Germany). The MeRIP m6A Kit (Merck Millipore) was used for the immunoprecipitation. Then, the m6A enrichment of mRNA was analyzed by NGS (conducted by Aksomics Biotech) and qPCR.
RNA immunoprecipitation (RIP) assay
RIP assay was performed using an RNA Immunoprecipitation Kit (Geneseed Biotech, China) based on the manufacturer’s instructions. Briefly, MKN-28 cells were collected from T75 flasks at about 75% confluence and lysed on the ice. 3μg ALKBH5 antibody (ABE547, Merck Millipore, Germany), YTHDF1 (ab220162, Abcam) and control rabbit IgG were incubated with Dynabeads (Thermo Fisher Scientific) for conjugation. After 2 times washes, 400μL cell lysis supernatant and 350μL buffer A were added for antigen capture. After washes, beads were resuspended by Buffer E and filtrated by DR Coulumns for RNA extraction. Finally, co-immunoprecipitated and input RNAs were obtained and used for qPCR analysis.
RNA pull-down assay
To confirm the interaction of ALKBH5 or YTHDF1 protein with CDC6 mRNA in GC cells, RNA pull-down assay was performed using biotin-labeled CDC6 probe (RiboBio, China) (Supplementary Table S6). The enriched proteins were identified by Western blotting analysis.
Animal experiment
A subcutaneous xenograft tumor model in nude mice was used to assess tumor growth in vivo. Six-week old BALB/c nude mice were purchased from Shanghai Slake Laboratory Animal Center (Shanghai, China). MKN-28 cells (5×106) stably transfected with ALKBH5 OE or Vector lentiviruses and HGC-27 cells with sh-ALKBH5 or Vector lentiviruses were injected subcutaneously into the BALB/c mice, respectively. Tumor volumes (length × width2)/2 were examined every 3 d. All mice were sacrificed after 4 weeks. Tumor volume and weight were calculated and tumor tissues were paraffin-embedded for IHC analysis of positive Ki-67 (ab16667, Abcam, USA) levels.
Statistical analysis
Statistical tests were conducted using GraphPad Prism (version 8.0, USA) and R software (version 4.0.2). Quantitative data were presented as mean and standard deviation (SD). Unpaired, paired t-test or Chi-square test was performed between GC and normal groups. One-way ANOVA was conducted for comparisons among three or more groups. Correlations were analyzed using Pearson’s correlation. Survival analysis was carried out using Kaplan-Meier curves via “survival” and “survminer” packages in R. .Univariate and multivariate Cox regression analyses were performed using R “survival” package. P < 0.05 was considered statistically significant.