2.1 Drugs and Antibodies
Anlotinib was donated by China Tai Tianqing Company (Nanjing, Jiangsu, China). In western blot ,the primary antibody use : anti-PI3K(1:1000 dilution; cat.no.ab191606; Abcam), anti-phosphorylate(p)-AKT(1:1000 dilution; cat.no.ab192623; Abcam), anti-AKT(1:20000 dilution; cat.no.ab179463; Abcam) and anti-β-actin (1:2,000 dilution; cat. no. 60008-1-lg; Proteintech Group, Inc.), the secondary antibody use : Goat anti-mouse IgG (1:5,000 dilution; cat. no. S0002; Affinity Biosciences Co., Ltd), goat anti-rabbit IgG (1:5,000; cat. no. ZB-2301; OriGene Technologies, Inc.).
2.2 Cell Selection, Culture and Drug Treatment
Human esophageal squamous cell carcinoma (KYSE-30) was obtained from Wuhan Procell Life Technology Co., LTD (Wuhan, Hubei, China). It was cultured in Dulbecco’s Modified Eagle’s Medium (DMEM; Thermo Fisher Scientific, Waltham, MA, USA) which containing 10% Fetal Bovine Serum (FBS; Thermo Fisher Scientific, Waltham, MA, USA) and 1% penicillin and streptomycin (Solarbio, Beijing, China), it was placed in an incubator at 37℃ and 5% CO2 saturated humidity to observe the cells. Digestion and passage are carried out when the confluence of cell growth reaches about 80. All experiments used logarithmic growth phase cells. Cancer cells were treated with a series of different concentration gradients of anlotinib.
2.3 Cell Viability Assay
Cell Counting Kit-8 (CCK-8; Dojindo, Molecular Technologies, Kumamoto, Japan) was used to detect the effect of anlotinib on cell viability of KYSE30 cells. KYSE30 cells were evenly plated in 96-well plates at 5×103 cells per well and cultured overnight at 37°C and 5% CO2. After the cells adhered, the cells were treated with different concentrations of anlotinib (0μM, 5μM, 10μM, 20μM and 40μM) for 24h, 48h or 72h, then 10μL of CCK-8 reagent was added to each well, and the cells were incubated at 37°C for 2h in a dark incubator. The absorbance at 450nm was measured with a microplate reader (Tecan Group), and the cell viability was estimated according to the formula for calculating the drug survival rate. The median inhibitory concentration (IC50) was calculated using SPSS 26.0 (IBM, Armonk, NY, USA).
2.4 Cell Migration and Invasion Assays
Cell migration and invasion abilities were determined using transwell chambers (Corning, NY, USA) coated or uncoated with Matrigel. KYSE30 cells in 6 well plates were treated with 2ml DMSO and 5μM anlotinib for 24h. Adjust the cell concentration of each group to 5×104 cells/well with serum-free DMEM medium and inoculate them in a small chamber. Incubate for 24h in a 37°C, 5% CO2 humidified incubator. Cells that migrated or invaded the lower chamber were fixed with 4% paraformaldehyde and stained with 0.1% crystal violet. The passing cells were observed with an IX71 (Olympus, Tokyo, Japan) inverted microscope and images were counted by ImageJ (NIH, MD, USA) software.
Wound-healing assays were used to determine the collective migration rate of cells. KYSE30 cells were seeded in 6-well plates at 6×105 cells/well. After the cells are approximately 90% confluent, use a yellow pipette tip to draw a line along the center of the plate with a ruler. After removal of slip cells, cells were treated with 5μM anlotinib and medium containing 1% FBS for 0h, 24h, 48h. Use an IX71 inverted microscope to take pictures at the corresponding times. Finally, ImageJ was used to measure the distance of the wound edge.
2.5 Analysis of Apoptosis
To investigate the apoptosis of ESCC cells after anlotinib treatment, we used Hoechst33342 staining to observe the morphology of apoptotic cells. KYSE30 cells were seeded at 4×105 cells/well in 6-well plates and they were treated with 5μM anlotinib for 24 hours. Fluorescent detection of apoptosis was performed by staining with Hoechst33342 (Solarbio, Beijing, China) fluorescent dye. Cells were observed photographed under a fluorescence microscope IX71.
2.6 RNA Sequencing and Data Preprocessing
RNA-Seq were completed by Shanghai Zhongke New Life Co., Ltd. Briefly, to meet the requirements of RNA sequencing, NanoPhotometer® Spectrophotometer (IMPLEN, CA, USA), Qubit® RNA Assay (Life Technologies, CA, USA) and RNA Nano 6000 Assay (Agilent Technologies, CA, USA) were used to assess and measure RNA purity, content and integrity. RNA-seq libraries are constructed after samples are qualified and magnetic beads with oligonucleotides (dT) are used to enrich eukaryotic mRNA for cDNA synthesis. The synthesized cDNA was then ligated into the cBot cluster generation system. Finally, sequencing was performed on the Illumina Hiseq 2500 platform (Illumina, Inc.) to generate 150 bp matched end reads. The raw image data files obtained by high-throughput sequencing were converted into raw sequencing sequences by CASAVA base calling analysis. Reads containing poly-N, adapters, and low-quality reads were removed from the raw data to obtain high-quality clean reads. Principal component analysis (PCA) was subsequently performed to assess between-group differences and within-group sample replication.
2.7 Differentially Expression Analysis
Use Bioconductor's DESeq2 software (v1.34.0) to identify differentially expressed gene (DEGs) in the R language (http://www.bioconductor.org/). The significant difference standard was set as p-value < 0.05 and |log2 fold change| >1.
2.8 Gene Ontology and Pathway Enrichment Analysis DEGs
Gene Ontology (GO) annotation for DEGs and function and pathway enrichment for Kyoto Encyclopedia of Genes and Genomes (KEGG) were performed by clusterProfiler R package [9]. GO (http://geneontology.org/) is an ontology widely used in the field of bioinformatics, which covers three aspects of biology, namely cellular components, molecular functions, and biological processes. KEGG (http://www.kegg.jp/) is a database resource used to understand the advanced functions and uses of biological systems, such as cells, organisms, and ecosystems. The clusterProfiler R package was used to enrich DEGs into various KEGG pathways. P-value < 0.05 was the cut-off point for selecting significantly enriched GO terms and KEGG pathways.
2.9 Western Blot Analysis
KYSE30 cells were treated with 5μM anlotinib or DMSO for 48 hours, and then the total protein of each group of cells was extracted with RIPA lysis buffer (Thermo Fisher Scientific, Waltham, MA, USA). Take the supernatant containing total protein, centrifuge at 14,000×g, 4 degrees Celsius for 17 minutes, and detect the total protein concentration by Bradford protein (BCA) (Solarbio, Beijing, China) assay. Then use 10% or 12% SDS-PAGE to separate the different proteins and transfer them to the nitrocellulose membrane. After blocking with 5% skim milk in 0.05% Tween-20 TBS at room temperature for 50 minutes, incubate the membrane with the primary antibody overnight at 4°C, and then incubate the membrane with the secondary antibody (HRP) for a further 30 minutes. Finally, use the ECL kit (GE Healthcare) and E-Gel imager (Universal Hood II; Bio-Rad Laboratories, Shanghai, China) to visualize the target protein, and use the β-actin as a control.
2.10 Statistical Analysis
Data were analyzed using SPSS 26.0 (IBM, Armonk, NY, USA)software and GraphPad Prism 8.0 program (GraphPad Software, La Jolla, CA,USA). One-way analysis of variance (ANOVA) and Student's t-test were used to analyze differences between groups. The p-value < 0.05 (two-sided) was considered as statistically significant.