2.1 Animals and experimental procedures
All animal procedures in the study were approved by the Ethics Committee of the First Affiliated Hospital, Sun Yat-sen University(approval number was 2021-592)and were conducted with fully consideration of animal welfare. Mice were housed on a 12: 12 h light–dark cycle (lights on at 7:00 hours) in a temperature room (23±3°C) and were allowed free access to food and water
Experiment 1
Eight-week-old female C57BL/6 mice were purchased from Animal Centre of Sun Yat-sen University. After one week of adaptive feeding, the mice were randomly divided into three diets groups:(1) Control group, fed with regular chow diet (D12450J, Research Diets, USA); (2) GDM group, fed with high fat diet (HFD) containing 60 kcal% fat (D12492, Research Diets, USA); (3) Intervention group, fed with HFD which mixed with OFS (Macklin), the ratio of OFS is 10%. Mice were fed with three different diets for 6weeks prior to mating and continue the same diet throughout the pregnancy and weighted weekly. Females were matched to the same weeks C57BL/6 males overnight in a 1:1 ratio. Mating was confirmed through vaginal plug detection in the next morning and weight analysis in the next week. The day of plug detection was identified as day 0.5 of pregnancy. Female mice were housed five per cage before mating and individually after mating. The intraperitoneal glucose tolerance tests (IPGTT) were conducted on day 13.5 after mating. Mice received an intraperitoneal injection of glucose (2g/kg) after a 6h fast starting in the morning. The intraperitoneal insulin tolerance tests (IPITT) were performed on days 16.5 of pregnancy. Mice received an intraperitoneal injection of insulin (0.75U/kg) after a 4h fast. Blood glucose was measured before and at 15, 30, 60, 90 and 120 min after glucose or insulin injection from a tail blood sample, using a rapid glucose meter (Roche, USA). Mice were sacrificed on day 18.5 of pregnancy and blood, feces and tissue were obtained for further analysis.
Experiment 2
Eight-week-old female C57BL/6 mice were given antibiotic cocktail in drinking water everyday for 7days after one week of adaptive feeding. The antibiotic cocktail comprised vancomycin (45mg/L), metronidazole (215mg/L), Kanamycin (400mg/L), gentamycin (35mg/L), colistin B (57mg/L), erythromycin(10mg/L). Then the mice were transplanted with fecal microbiota (FMT) of GDM mouse or healthy controls and weighted weekly. The feces were collected before antibiotic use (ABs), before FMT and 4 weeks after FMT. The exhaustion and colonization of gut flora in mice was verified using 16S rRNA gene sequencing. Mice were sacrificed four weeks after FMT and blood and tissue were obtained for further analysis. The test of IPGTT and IPITT were performed as previously mentioned before mice were killed.
2.2 16S rRNA gene sequencing and Sequencing and bioinformatics analysis
The microbial total genome DNA was extracted using Mag Pure Stool DNA KF kit B (Magen, China) following the manufacturer’s instructions. DNA was quantified with a Qubit Fluorometer by using Qubit dsDNA BR Assay kit (invitrogen, USA) and the quality was checked by running aliquot on 1% agarose gel. The V3-V4 variable regions of bacterial 16S rRNA gene was amplified with degenerate polymerase chain reaction(PCR) primers, 341F(5’-ACTCCTACGGGAGGCAGCAG-3’) and 806R(5’-GGACTACHVGGGTWTCTAAT-3’). The PCR products were purified with AmpureXP beads and eluted in Elution buffer. Libraries were qualified by the Agilent 2100 bioanalyzer (Agilent, USA), The validated libraries were used for sequencing on Illumina MiSeq platform (BGI,Shenzhen, China) and generated 2 × 300 bp paired-end reads.
Raw reads were filtered to remove low-quality and ambiguous bases, and then paired-end reads were added to tags by the Fast Length Adjustment of Short reads program (FLASH, v1.2.11) .22 The tags were clustered into OTUs with a cutoff value of 97% using UPARSE software (v7 .0.1090). 23 Then, OTU representative sequences were taxonomically classified using Ribosomal Database Project (RDP) Classifier v.2.2. The USEARCH_global was used to compare all Tags back to OTU to get the OTU abundance statistics table of each sample. 24 Alpha and beta diversity were estimated by MOTHUR (v1.31.2) 25 and QIIME (v1.8.0) 26 at the OTU level, respectively. Sample cluster was conducted by QIIME (v1.8.0) based on UPGMA.26 Barplot and heatmap of different classification levels was plotted with R package v3.4.1 and R package “gplots”, respectively.
2.3 Targeted metabolomic analysis of SCFAs in feces using LC-MS/MS
The samples were processed before loaded on the equipment of liquid chromatography-tandem mass spectrometry (LC-MS/MS), 400ul methanol-acetonitrile mixture, 25mg fecal sample and magnetic beads were added to a centrifuge tube, after vortexing and shaking, the mixture was centrifuged. Seven kinds of SCFAs standard substance were taken and carried out gradient dilution to establish standard curve. After derivatization of fecal sample and standard substance, 90uL derivatized sample and 90uL H2O were added to the filter plate, 10uL filtered liquid was loaded on Waters 6500 LC/MS system(AB SCIEX, USA). Concentrations of the SCFAs were calculated using MultiQuant software (SCIEX, USA).
2.4 Quantitative real-time PCR and Histological Analysis and Immunohistochemistry
Total RNA in proximal colon and cells were extracted using TRIzol reagent (15596018, Invitrogen) and were reversed[1]transcription using the Quantitative real-time PCR was performed using SYBR green (RR420A, Takara) on a CFX96 Real-Time PCR System. Sequences of the primers used were listed in Table S1 and Table S2. Relative gene expression was calculated by the 2-∆∆Ct method.
Proximal colon, livers, pancreas and gonadal white adipose tissue (gWAT) were fixed in 4% paraformaldehyde, embedded in paraffin and sectioned at 6μm for hematoxylin and eosin(HE) staining and immunohistochemistry(IHC) analysis. The sections of livers, pancreas and gWAT were stained with hematoxylin and eosin, and the size of adipocyte and islets were measured using Aperio software. For IHC staining, antigen retrieval of proximal colon sections were performed using high-pressure steam. Endogenous peroxidases were blocked with 3% H2O2. Then sections were sealed with goat serum(Boster, California) and incubated with antibody against GLP-1(1:1000, Abcam, China) overnight, followed by the corresponding secondary antibody(Gene Tech, Shanghai). After the diaminobenzidine and hematoxylin staining, sections were observed with a light microscope (OLYMPUS, China).
2.5 Blood and culture medium parameters
Serum insulin was measured using a Mouse Insulin ELISA Kit (Abcam, China). Total concentrations of GLP-1 in serum and cells supernatants were detected by a Multi Species GLP-1 Total ELISA Kit (Sigma, USA). Levels of total cholesterol (TC), triglycerides (TG), high density Lipoprotein (HDL), low density Lipoprotein (LDL) were measured using an automatic biochemistry analyzer (Chemray 800, China).
2.6 Cell culture and transfection
Human NCI-H716 cells, an L-like cell line, were obtained from Cell Bank of Wuhan University (Wuhan, China) and cultured in RPMI-1640 with 10% FBS and 1% penicillin/streptomycin in 5% CO2 at 37°C. The cells were seeded in 6-well plates with a concentration of 5×105 cells/well and incubated for 24 h. The cells were then washed with phosphate-buffered saline (PBS) and incubated with different concentrations of propionate (0,1,5,10,50,100mmo/L),(0,1,2,3,4,5mmol/L) for 24 hours. For transfection, RNA-vector (si-FFAR2, si-TCF7L2, si-NC) were synthesized by GIMA (China), primer sequences were listed in sTable 2, the cells were seeded in 6-well plates with a concentration of 5×105 cells/well and incubated for 24 hours. The si-RNA was transfected into cells using Lipofectamine 3000 (nvitrogen, USA). Twelve hours later, the medium was replaced with fresh RPMI-1640 complete medium. After 24 hours, the cells were incubated with different concentrations of propionate for another 24 h. The cells were divided into four groups: 1.NC, 2. NC+propionate,3.NC+si-FFAR2/si-TCF7L2,4.NC+propionate+Si-FFAR2/Si-TCF7L.
2.7 Western blot
The cells were collected and lysed using RIPA lysis buffer (Cwbio, China) and the nuclear protein were extracted using a Nuclear and Cytoplasmic Protein Extraction Kit (Sangon Biotech, China). The primary antibodies used in the experiments were Rabbit antibody, contained anti-FFAR2(1:1000), anti-β-catenin(1:1000), anti-TCF7L2(1:1000), anti-Lamin B (1:5000)and anti-GAPDH(1:5000). Lamin B and GAPDH were internal reference protein to calculate expression levels of the target proteins.
2.8 Statistical analysis
GraphPad Prism 9.0 and R software (3.6.1) were used for the visualization of all data. Data were presented as the mean ± standard deviation or median ± quartile. . Statistical significances for continuous outcomes were calculated using The Mann-Whitney U test or unpaired T test. The Chi-square test or Fisher exact test were performed for categorical variables and P < 0.05 was considered as statistically significant.