Ethics statement
Approval for this study was issued by the Ethics Committee of the First Affiliated Hospital, College of Medicine, Zhejiang University, China. Patients gave informed consent upon hospitalization.
Human PBMC isolation
The peripheral blood samples from patients with coronary artery disease and healthy volunteers were obtained from the First Affiliated Hospital, College of Medicine, Zhejiang University. Peripheral blood mononuclear cells (PBMCs) were isolated using PBMC isolation kit (Solarbio, China). Informed consent was obtained from all participants in accordance with the guidelines of the Human Subjects Committee of the Medical Ethical Commission of the First Affiliated Hospital of Zhejiang University (China) and the declaration of Helsinki.
Cell culture
Human THP-1 monocytes and human embryonic kidney cells (HEK-293T) cells were cultured with DMEM supplemented with 10% FBS (Gibco, USA). To facilitate differentiation into macrophages, THP-1 monocytes were treated with 100 nM PMA for 24 h. Subsequently, the macrophages were washed using serum free medium and then prepared for the following experiment.
RNA extraction and real-time PCR analysis
Total RNA was extracted using an RNA prep Pure Cell/Bacteria Kit (Tiangen, China), and then reverse-transcribed into cDNA using PrimeScript RT Master Mix (Takara, Japan). SYBR Premix Ex TaqII (Takara, Japan) kit was used for RT-PCR detection with ABI PRISM 7500 Detection System (ABI, USA). Values were normalized by GAPDH. The primers used were as follows: GAPDH, 5′-GGAGCGAGATCCCTCCAAAAT-3′ and 5′-GGCTGTTGTCATACTTCTCATGG-3′; MAP3K11, 5′-GCAGCCCATTGAGAGTGAC-3′ and 5′-CACTGCCCTTAGAGAAGGTGG -3′; MAPK14, 5′-CCCGAGCGTTACCAGAACC-3′ and 5′-TCGCATGAATGATGGACTGAAAT-3′; PGC-1α, 5′-TCTGAGTCTGTATGGAGTGACAT-3′ and 5′-CCAAGTCGTTCACATCTAGTTCA-3′; Matr3, 5′-ATCAATGGAGCAAGTCACAGTC-3′ and 5′-TGCAACATGAATGGATCACCC-3′
All samples were quantitated using the comparative CT method and normalized to GAPDH.
Dot blot
Macrophages were treated with oxLDL (+, 40 μg/ml; ++, 80 μg/ml) or not for 24 h. Then, the cells were collected and total RNA was extracted, and spotted on the Immobilon-NC Transfer Membrane (Merck) and UV crosslinked to the membrane. After washing by 1 × TBS with 0.1% Tween-20 buffer (TBST), the membrane was blocked in 1 × TBST with 5% non-fat milk for 1 h and incubated with primary m6A antibodies (1:1000, ab284130, Abcam) overnight at 4 °C. After incubating with goat anti-rabbit IgG antibody conjugated to horseradish peroxidase, the membrane was developed using the ECL kit (Pierce, USA).
Plasmids, siRNAs, and cellular transfection
pCMV3-N-FLAG-Mettl3 plasmid (HG23100-NF) and pCMV3-N-FLAG-Mettl14 plasmid (HG26794-NF) were purchased from SinoBiological (Beijing, China). pCMV3-N-Myc-Matr3 and pEGFP-C3-Matr3 plasmids were synthesized by Sangon (Shanghai, China). small interfering RNAs (siRNAs) against Mettl3 (si-Mettl3) and scrambled siRNA (si-NC) were synthetized by GenePharma (Shanghai, China). The cellular transfections were performed as follows: Cells were cultured in serum-free medium for 30 min before transfection. A total of 2 μl of siRNA or plasmid and 3.3 μl of RNAiMAX reagent (Invitrogen, USA) were mixed, incubated for 10 min, and added to each well. Culture medium was changed with FBS containing culture medium six hours later. The plates were allowed to incubate at 37 °C for 24 h for subsequent detection.
Western blotting
Macrophages were treated with oxLDL of different concentrations for 24 h. Cells were lysed using cell lysis buffer (CST, USA) to extract the total protein, which were then detected using the BCA protein assay kit (Thermo, USA). Protein samples were separated on a 10% SDS-PAGE gel and then transferred to PVDF membranes (Millipore, USA). The membranes were blocked with 5% non-fat milk for 1 h at room temperature and then incubated overnight at 4 °C with the following primary antibodies: rabbit anti-GAPDH (1:1000, Sangon, China), rabbit anti-Mettl3 (1:1000, ab195352, Abcam), rabbit anti-Mettl14 (1:1000, ab252562, Abcam), rabbit anti-YTHDF1 (1:1000, 17479-1-AP, Proteintech), rabbit anti-YTHDF2 (1:1000, 24744-1-AP, Proteintech), rabbit anti-YTHDF3 (1:1000, 25537-1-AP, Proteintech), rabbit anti-IGF2BP1 (1:1000, 22803-1-AP, Proteintech), rabbit anti-IGF2BP2 (1:1000, 11601-1-AP, Proteintech), rabbit anti-IGF2BP3 (1:1000, 14642-1-AP, Proteintech), rabbit anti-flag (1:1000, 80010-1-RR, Proteintech), mouse anti-Myc (1:1000, 60003-2-Ig, Proteintech), rabbit anti-MATR3 (1:1000, 12202-2-AP, Proteintech), mouse anti-JNK (1:1000, 66210-1-Ig, Proteintech), rabbit anti-phosphorylated JNK (1:1000, ab131499, Abcam), rabbit anti-p38 (1:1000, ab170099, Abcam), rabbit anti-phosphorylated p38 (1:1000, ab4822, Abcam), rabbit anti-ERK (1:1000, ab17942, Abcam), rabbit anti-phosphorylated ERK (1:1000, ab214036, Abcam). After incubation with specific secondary antibodies (1:10000, Kangwei, China), membranes were developed using the ECL kit (Pierce, USA).
Co-IP (Co- immunoprecipitation) assay and MS (tandem mass spectrometry) analysis
Macrophages were lysed and centrifuged to collect the supernatant. One tenth of the supernatant was retained for the input immunoblot, while the rest was incubated with anti-Mettl3/Mettl14/Matr3 antibodies or IgG at 4 °C overnight, followed by further incubation with 10 μl protein A/G-agarose beads (Cell Signaling Technology, USA) for another 4 h. The bound proteins were subjected to washing three times for a total of 30 min and then eluted by boiling for 5 min in the loading buffer. Immunocomplexes were analyzed by SDS-PAGE electrophoresis and then incubated with anti-Mettl3/Mettl14/Matr3 antibodies.
Native PGAE
Macrophages in 10 cm dish were transfected with pCMV3-N-FLAG-Mettl3 plasmid and/or pCMV3-N-Myc-Matr3 for 24h. Then,the cells were treated with oxLDL (40 μg/ml) or not for 24h. Next, the cells were collected and lysed for Co-immunoprecipitation assay as above method. The eluted proteins were separated on an 8% non-denaturing polyacrylamide gel in the Tris-Glycine native PAGE running buffer (pH = 8.8; without SDS) and the transferred membrane used for Western blotting as above.
Me-RIP (methylated RNA-binding protein immunoprecipitation) and Seq
Me-RIP was conducted using the Magna RIP kit (Millipore, USA). In brief, the cells were harvested after washing twice with 1× PBS and then lysed with RIP lysis buffer. The supernatant was incubated with antibodies against m6A overnight at 4 °C. Then, 50 μl A/G magnetic beads were added to the supernatant and incubated for 6 h. After immobilizing the magnetic bead bound complexes with a magnetic separator (Millipore USA), supernatants were used to extract RNA with PCA (phenol: chloroform: isoamyl alcohol) reagent at a ratio of 125:24:1 (Aladdin, USA). Then, the immunoprecipitation (IP) (m6A-seq) library was constructed, and sequenced by Novogene (Beijing, China).
RNA-binding protein immunoprecipitation (RIP)
RIP was performed as previously described using the Magna RIP kit (Millipore, USA)[23]. Briefly, the cells were harvested after washing twice with 1× PBS and then lysed with RIP lysis buffer. The supernatant was incubated with antibodies against Matr3 (ab281947, Abcam), m6A (ab286164, Abcam), YTHDF1 (17479-1-AP, ProteinTech), YTHDF2 (24744-1-AP, ProteinTech), YTHDF3 (25537-1-AP, ProteinTech), or IgG overnight at 4 °C. Then, 50 μl A/G magnetic beads were added to the supernatant and incubated for 6 h. After immobilizing the magnetic bead bound complexes with a magnetic separator (Millipore USA), supernatants were used to extract RNA with PCA (phenol: chloroform: isoamyl alcohol) reagent at a ratio of 125:24:1 (Aladdin, USA). A cDNA synthesis kit (ABI USA) was used to synthesize the first cDNA strand from mRNA. Finally, qRT-PCR was performed using the following primers: PGC1-α, 5’-ACTACAGACACCGCACACACC-3’, and 5’-CCTTTCGTGCTCATAGGCTTC-3’; Map3k11, 5’-CCTTGTTCCCGGACTCAGAC-3’, and 5’-GGCACCCATGTCTTTGGTCT-3’; Mapk14, 5’-GCTGTGAATGAAGACTGTGAGC-3’, and 5’-AGGAGCCCTGTACCACCTAG-3’; TNFAIP1, 5’-CACACACACCCAAAGGAGGA-3’, and 5’-GCTTGTCCGCTCGTGTTTTT-3’; IFNAR1, 5’-AAAAATACAGTTCCCAAACTAGCCA-3’, and 5’-TCATACAAAGTCCTGCTGTAGTTCT-3’; and ARG1, 5’-GGACCCTGGGGAACACTACA-3’, and 5’-GTGTTTCTTCCATCACCTTGCC-3’.
Analysis of protein-protein interaction
The proteins interacted with Mettl3 or Mettl14 were analyzed with Biogrid database (https://thebiogrid.org/).
Immunofluorescence
Macrophages were seeded in 35-mm glass bottom dishes, fixed and permeabilized at 4°C for 30 min. After incubation with anti-Mettl3 antibody (67733-1-Ig, Proteintech), and anti-Matr3 antibody (ab240123, Abcam) antibody at 4°C overnight, the cells were washed with PBS twice and stained with goat-anti-rabbit FITC-labelled IgG or goat-anti-mouse Alexa Fluor® 594-labelled IgG (abcam, USA) at 4°C for 2 h, followed by DAPI staining. The cells were viewed using a Zeiss Confocal Microscope Imaging System (Carl Zeiss, Germany).
Fluorescence in situ hybridization (FISH)
Macrophages were first fixed in 4% formaldehyde solution, and then incubated with 0.5% Triton X-100. RNA was stained using SYTOTM RNAselectTM Green (S32703) at 37 °C with cells in the dark for 30 min. Then, the cells were incubated with anti Matr3 antibody (ab240123, Abcam) antibody at 4°C overnight, and incubated with Goat Anti-Rabbit IgG H&L (Alexa Fluor® 594) (abcam, USA) at 4°C for 2 h, followed by DAPI staining. The cells were then photographed using a Zeiss Confocal Microscope Imaging System (Carl Zeiss, Germany).
Enzyme-linked immunosorbent assay (ELISA) assays
Macrophages in 12 well-plates were transfected with pCMV3-N-Myc-Matr3 or pCMV3-N-Myc empty plasmid (EV) for 24h. Then,the cells were treated with oxLDL (40 μg/ml) or not for 24h. Post-culture media was then collected and subjected to ELISA assays specific for IL-6 and TNF-α using the Human IL-6 ELISA Kit (ab178013, Abcam) and the Human TNF alpha ELISA Kit (ab181421, Abcam), respectively.
Single-cell RNA sequencing (scRNA-seq) analysis
The R package Monocle was used for pseudotime trajectory analysis: T cell single-cell level expression profiling was extracted from single-cell RNA sequencing datasets(GSE154692) in mouse atherosclerotic aortas, and monocle CellDataSet(CDS) object was constructed with expression matrix and reported metadata. After normalizing prepared CDS object, differential genes test was performed among different cell types using differentialGenenTest function. Then top 3000 differentially expressing genes (DEGs) ranked by q-value were applied as candidate features for re-clustering and ordering cells. To find out most representative markers for each state of T cell evolution, DEG test was again performed according to pseudo-time state, and top 50 varied DEGs were clustered for pseudotime-ordered heatmap with plot_pseudotime_heatmap function.
mRNA stability assays
Macrophages were transfected with pCMV3-N-Myc-Matr3 or pCMV3-N-Myc empty plasmid (EV) for 24h, then were incubated with actinomycin D (5 μg/ml) for 0 h, 6 h or 12 h followed by RNA extraction. The half-life of MAP3K11 and MAPK14 mRNAs were analyzed by qRT-PCR.
Biochemistry assay for m6A methyltransferase activity in vitro
In vitro methyltransferase activity assay was performed in a standard 50 μL of reaction mixture containing the following components: 0.15 nmol total mRNA, recombinant Matr3 protein or recombinant Mettl14 protein, 0.8 mM d3-SAM, 80 mM KCl, 1.5 mM MgCl2, 0.2 U μL-1 RNasin, 10 mM DTT, 4% glycerol, and 15 mM HEPES (pH 7.9). The reaction was incubated at 16 °C for 12 h. The resultant RNA was recovered by phenol/chloroform (low pH) extraction followed by ethanol precipitation, and digested by nuclease P1 and alkaline phosphatase for QQQ LC-MS/MS analysis. The nucleosides were quantified by using the nucleoside to base ion mass transitions of 285 to 153 (d3-m6A) and 284 to 152 (G). G served as an internal control to calculate the amount of RNA probe in each reaction mixture.
Animal experiments and atherosclerosis analysis
APOE-/- mice were purchased from Nanjing Model Animal Research Center and housed in the Laboratory Animals Center of the first affiliated hospital Zhejiang university school of medicine, with controlled temperature and humidity. All experimental procedures were approved by the Animal Care Ethics Committee of the Zhejiang University. APOE-/- mice were fed with a high fat high cholesterol diet (Western Diet) for 12 weeks to induce atherosclerosis. 16 ApoE−/− mice were randomly divided into two groups (8 mice/group): normal ApoE−/− mice fed with normal diet group (Control), and APOE-/- mice fed with a high fat high cholesterol diet. To explore the effect of Matr3 on atherosclerosis development in vivo, 16 ApoE−/− mice were randomly selected, and 8 of them were injected with the control Lentivirus (NC) (1.0×108 particles) via tail vein as the control group, while the remaining ApoE−/− mice were injected with Matr3-overexpressing Lentivirus (1.0×108 particles) which was obtained from GenePharma (Shanghai, China). Two weeks after the lentiviral injection, the mice were fed with Western Diet for 12 weeks to induce atherosclerosis. 12 weeks later, the mice were anesthetized with sodium pentobarbital (50 mg/kg, i.p.; BHD, Canada). After exposing the abdominal cavity and rapid opening of the right atrium, 5 ml of saline was slowly injected into the left ventricle along the apex of the heart to wash the blood. Next, 4% polyformaldehyde was slowly injected to fix the vascular tissue morphology for 30 min. Thereafter, the aorta and perivascular adipose tissue were removed under a stereomicroscope. The pulmonary arteriovenous malformation was excised, and then the artery together with the heart was removed, followed by placement in 4% paraformaldehyde at room temperature overnight. The aortas were dissected, and whole aortas were opened longitudinally from the aortic arch to the iliac bifurcation, mounted en face, and stained for lipids with Oil Red O and hematoxylin-eosin (Jiancheng, China). Image analysis was performed by a trained observer blinded to the genotype of the mice. Representative images were obtained, and lesion areas were quantified with Image J.
Statistical analysis
Data are presented as the mean ± standard deviation (SD). The differences between two groups were compared by t-test. The differences among multiply groups were compared using ANOVA analysis. A P value of< 0.05 was considered statistically significant and all experiments were repeated at least three times.