Further information and requests for resources and reagents should be directed to and will be fulfilled by the Lead Contact, Rugang Zhang (
[email protected] )
This study did not generate new unique reagents
The previously published ChIP-seq data that we reanalyzed here are available in the Gene Expression Omnibus (GEO) database under accession codes GSE120060 40 . Previously published RNA-seq data that we reanalyzed here are available under accession codes GSE131917 59 , GSE148473 61 and GSE131132 42 . The previous published mass spectrometry proteomics data 31 is available from ProteomeXchange Consortium ( http://proteomecentral.proteomexchange.org ) with dataset identifier PXD004570. Mutation status for cell lines and their genes inhibition dependency scores from Project Achilles were downloaded from DepMap portal ( https://depmap.org/portal/download , dataset DepMap Public 20Q4 v2) and average dependency scores for cell lines from the same tissue origin were used for the analysis.
This paper does not report original code.
All other data supporting the findings of this study are available from the corresponding author on reasonable request.
Human ovarian clear cell carcinoma (OCCC) cell line RMG1 was cultured in Dulbecco’s modified Eagle’s medium (DMEM)/F12 supplemented with 10% fetal bovine serum (FBS) and 1% penicillin/streptomycin at 37°C supplied with 5% CO 2 . OCCC cell lines OVCA429, TOV21G, OVISE, OVTOKO, SKOV3 and ES2 cells were cultured in RPMI-1640 with 10% FBS and 1% penicillin/streptomycin. Rhabdoid tumor cell line G401 was cultured in McCoy’s 5a medium with 10% FBS and 1% penicillin/streptomycin at 37°C supplied with 5% CO 2 . Immortalized human endometriotic cell line 12Z was cultured in DMEM with 10% FBS and 1% penicillin/streptomycin at 37°C supplied with 5% CO 2 . For lentivirus packing, human embryonic kidney cell line HEK-293T was cultured in DMEM with 10% FBS and 1% penicillin/streptomycin at 37°C supplied with 5% CO 2 . Primary cultures of human ovarian clear cell carcinoma XVOA295 was as described previously 47 . XVOA295 cells were cultured in RPMI-1640 supplemented with 10% FBS and 1% penicillin/streptomycin. All the cell lines were authenticated using short tandem repeat DNA profiling. Mycoplasma was tested monthly using mycoplasma PCR detection kit (Sigma-Aldrich, Cat#: MP0035).
PDX models were established by direct implantation of surgically removed human ovarian clear cell tumor tissues orthotopically in the bursal sac of the immunocompromised mice under a protocol approved by the IACUC of The Wistar Institute (No. 201205). Tumor tissue procurement was approved by the Institutionally Review Board at Christiana Care Health System and The Wistar Institute. The protocols were approved by the IACUC of The Wistar Institute.
Ovarian cancer tissue microarrays (TMA) which include 146 OCCC samples were kindly provided by Ronny Drapkin from The University of Pennsylvania.
For mouse models, 2 different strains were used in this study. The transgenic mouse model of Arid1a −/− ;Pik3ca H1047R genetic clear cell ovarian tumor were generated by crossing Arid1a flox/flox mice with R26-Pikca H1047R as we previously published 47 . 6–8 weeks old female NSG mice (NOD.Cg- Prkdc scid
Il2rg tm1Wjl /SzJ, RRID:IMSR_JAX:005557) from Jackson Laboratory were housed and maintained in individual microisolator cages in a rack system capable of managing air exchange with filters.
ARID1A knockout RMG1 and OVCA429 cells were generated as previously described 40 , 47 . For ARID1A knockout, pSpCas9(BB)-2A-GFP (Addgene, Cat#: 48138, RRID:Addgene_48138) and pFETCh_Donor (Addgene, Cat#: 63934, RRID:Addgene_63934) plasmids were purchased from Addgene. Guide RNA sequence (5’- TGTCCCACGGCTGTCATGAC -3’) targeting the terminal codon of ARID1A was inserted into pSpCas9(BB)-2A-GFP. About 500 base pairs of homologous arms at both sides of guide RNA targeting site were cloned and inserted into pFETCh-donor. ARID1A knockout clones were selected by puromycin (1 μg/ml) and validated by immunoblot.
3,000 cells were seeded into 96-well plated. For treatment, 5 repeats were performed for each concentration. Empty wells with same volume of complete medium were used as blank background. After 72 hours treatments, 10% AlamarBlue reagent (Fisher, Cat#: DAL1100) was added into each well and then incubated for 2 hours at 37°C. AlamarBlue fluorescence was then quantified at the respective excitation and emission wavelength of 540 and 595 nm using microplate reader (Perkin Elmer, 2104 EnVision).
3,000 to 5,000 cells were seeded into 24-well tissue culture plates. For treatment, cell medium was changed every three days with appropriate drug doses for a total of 10–14 days. Colonies were washed twice with PBS and fixed with 10% methanol. Fixed colonies were stained with 0.005% crystal violet in distilled water. Integrated density was measured using NIH ImageJ software (version 1.53a).
Cultured cells or tumor tissues were lysed with RIPA buffer (50 mM Tris pH 8.0, 150 mM NaCl, 1% Triton X-100, 0.5% sodium deoxycholate, 1 mM EDTA, 1 mM dithiothreitol (DTT) and 1 mM PMSF) on ice for 30 min. Proteins were denatured using SDS loading buffer (50 mM Tris-HCl pH 6.8, 2% SDS, 10% Glycerol, 0.1% Bromophenol blue and 100 mM DTT) at 100°C for 10 min. Proteins were then separated by SDS-PAGE gel and transferred to PVDF membrane (Millipore, IPVH00010). Membranes were blocked with 5% non-fat milk and incubated with following primary antibodies at 4°C overnight. Objective signals were amplified with HRP-conjugated secondary antibodies (Cell Signaling, Cat#: 7076 and Cat#: 7074) and detected by chemiluminescent substrate (Thermo Fisher, Cat#: 34094).
GTPases protein prenylation was reported previously 62 . The cells were harvested in ice-cold prenylation assay buffer (1% Nonidet P-40, 50 mM Tris-HCl pH 8.0, 5 mM EDTA, 1 mM PMSF and protease inhibitors cocktail). The lysate was centrifuged at 10,000× g to remove nuclei and the supernatants were used as cell lysates, mixed with SDS loading buffer and separated by 12% SDS-PAGE.
Cells were resuspended in whole cell lysis buffer (10 mM HEPES pH 7.8, 0.34 M sucrose, 10% glycerol, 10 mM KCl, 1.5 mM MgCl 2 , 0.1% Triton X-100, 1 mM PMSF and protease inhibitors (Roche, Cat#: 11836170001)) and centrifuged for 5 min at 10,000× g. Supernatant were kept as cytoplasm fraction. Nucleus pellets were then lysed in nucleus lysis buffer (50 mM Tris-HCl pH 7.8, 420 mM NaCl, 0.34 M sucrose, 0.5% Nonidet P-40 and protease inhibitors) for 30 min on ice. Proteins were denatured using SDS loading buffer at 100°C for 10 min.
Cells were crosslinked with 1% formaldehyde for 10 min and then quenched by 0.125 M glycine for 5 min at room temperature. Fixed cells were lysed with ChIP lysis buffer 1 (50 mM HEPES-KOH pH 7.5, 140 mM NaCl, 1 mM EDTA pH 8.0, 1% Triton X-100, and 0.1% DOC) on ice and lysis buffer 2 (10 mM Tris pH 8.0, 200 mM NaCl, 1 mM EDTA, and 0.5 mM EGTA) at room temperature. Chromatin was digested with micrococcal nuclease (MNase Cell Signaling, Cat#: 10010) in digestion buffer (10 mM Tris pH 8.0, 1 mM CaCl 2 , and 0.2% Triton X-100) at 37 °C for 15 min. Nucleus products were broken down by Bioruptor pulse at high frequency. The following antibodies were used for ChIP: rabbit anti-ARID1A antibody (Abcam, Cat#: ab182560, 5 μg per reaction), rabbit anti-SNF5 (Bethyl, Cat#: A301–087A, 5 μg per reaction), mouse anti-Pol II (Santa Cruz, Cat#: sc-47701, 5 μg per reaction), rabbit anti-Histone H3K4me3 (Active Motif, Cat#: 39159, 5 μg per reaction) and rabbit anti-Histone H3K27ac (Abcam, Cat#: ab4729, 5 μg per reaction). Isotype-matched IgGs were used as negative controls. ChIP DNA was purified by ChIP DNA clean and concentrator kit (Zymo Research, Cat#: D5205) and analyzed by qPCR. Primers targeting HMGCS1 or HMGCR promoters used for ChIP–qPCR are included in Table S2 .
Total RNA was extracted using Trizol reagents (Thermo Fisher, Cat#: 15596026) according to the manufacturer’s protocol. RNA was reverse transcribed with the High-Capacity cDNA Reverse Transcription kit (Thermo Fisher, Cat#: 4368813). qRT-PCR was performed using QuantStudio 3 Real-Time PCR System (Thermo Fisher). Primers used in this study are included in KEY RESOURCES TABLE .
For ASC imaging 45 , OVCA429 cells were infected with lentivirus packaged pRP_ASC-LmCerulean plasmid (Addgene, Cat#: 41840, RRID:Addgene_41840). The ectopically expressed ASC-mCerulean oligo was imaged using a laser with 458 nm wavelength for excitation. Immunofluorescence staining was performed after indicated treatments by fixing cells in 4% paraformaldehyde and permeabilizing with 0.5% Triton-X 100. Samples were blocked with 5% FBS and incubated with following primary antibodies overnight at 4°C: mouse anti-cGAS (Santa Cruz, Cat#: sc-515777, RRID:AB_2734736), γH2AX (Cell Signaling, Cat#: 9718, RRID:AB_2118009). Cells were then incubated with highly cross absorbed secondary antibodies (Thermo Fisher, Cat#: A-11032 and A-11008, RRID:AB_2534091 and RRID:AB_143165) for 1 hour at room temperature and mounted with prolong antifade reagent (Thermo Fisher, Cat#: P36961 ). RedDot nuclear stain (Biotium, Cat#: 40061) was used to visualize the nucleus. Cells were imaged using scanning confocal microscope (Leica, TCS SP5 II).
ARID1A wildtype and knockout OVCAR29 cells were utilized to perform the proteomic analysis to compare protein expression with or without ARID1A in isogenic OCCC cell lines 31 . Of the 4,952 protein groups identified with high confidence (two or more peptides, FDR < 1%), 264 proteins significantly changed in level with ARID1A knockout (|fold change| ≥ 2 and P value < 0.05), of which 95 increased and 169 decreased. The 169 proteins significantly decreased proteins (fold change ≤ 0.5 and P value < 0.05) in ARID1A knockout cells were used to perform a Wiki Pathway enrichment analysis on Enrichr website ( https://maayanlab.cloud/Enrichr/ ). Next, we analyzed the effects of ARID1A overexpression in the ARID1A -mutated OCCC cell line OVISE 31 . A total of 5,760 protein groups were identified with high confidence, and 387 significantly changed with ARID1A expression (191 increased, 196 decreased). The entire protein expression dataset was utilized to perform gene set enrichment analysis on the Reactome Cholesterol Biosynthesis (Systematic name: M16227 ).
Integrated data of proteomics results or GEO datasets (GEO148473 and GEO131132) were utilized for the pathways enrichment analysis. GSEA was performed following the guidelines on the GSEA website of Broad Institute ( http://www.broadinstitute.org/gsea/index.jsp ) using gene sets including inflammasome pathway and steroid biosynthetic process.
Cellular endogenous cholesterol was assayed by both immunofluorescence staining and flow cytometry. To examine the accumulation of cholesterol inside OVCA429 cells in response to ARID1A knockout, cells were seeded into 24-well plate at a density of 5 x 10 4 cells/well and cultured overnight. Cells were fixed with 4% paraformaldehyde and washed with cholesterol detection wash buffer (Abcam, Cat#: ab133116). Filipin III solution (Sigma-Aldrich, Cat#: 500 μg/mL) was added into each well for 40 min in the dark. After mounting, cholesterol staining was examined using Leica confocal microscope under excitation of 340–380 nm and emission of 385–470 nm. Red-Dot staining (Biotium, Cat#: 40061) was used to visualize the nucleus. To measure the cholesterol level by flow cytometry, cells were stained with 100 μg/mL Filipin III (Sigma-Aldrich, Cat#: F4767) for 40 min at room temperature. Cells were then washed twice and analyzed by flow cytometry (BD Biosciences, LSRII) for Filipin III at 355 nm laser.
Cellular endogenous cholesterol was extracted with 200 μL of chloroform: isopropanol: IGEPAL (7:11:0.1) in a micro homogenizer. Samples were centrifuged at 13,000× g for 10 min to remove insoluble material. The organic phase was transferred to a new tube and air dried to remove chloroform. And the pellet discarded. Residual organic solvent was removed under vacuum for 30 min. Dried lipids were dissolved in 200 μL of the cholesterol reaction buffer (Thermo Fisher, Cat#: A12216) and vortexed until the mixture was homogenous.
Both cholesterol standards and extracted lipids were set up to the Amplex Red reaction mix according to manufacturer’s instructions and seeded into 96-well plate. After 30 min incubation at 37 °C, plate was measured the fluorescence in a fluorescence microplate reader using excitation in the range of 560 nm and emission detection at 590 nm.
Polar metabolites were extracted from control and ARID1A knockout OVCA429 cells with 80% ice-cold methanol and dried in a SpeedVac vacuum concentrator. Each sample was resuspended in 50 μl Buffer A (10 mM Ammonium Carbonate, 0.1% Ammonium Hydroxide in 60:40 ACN:H2O), and 4 μl was injected for LC-MS analysis on a Q Exactive HF-X mass spectrometer equipped with HESI II probe in-line with a Vanquish Horizon UHPLC system (Thermo Fisher). Samples were run in a pseudorandomized order. LC separation was performed on a ZIC-pHILIC column (Millipore, 2.1 × 150 mm ID) at 45 °C using an isocratic gradient of 100% Buffer A flowing at 0.1 mL/min, as described previously 63 . The mass spectrometer was operated in negative ionization mode, and full scans were acquired at 120,000 resolutions with a scan range of 120–460 m/z, automatic gain control target of 3E6, and maximum injection time of 100 ms. Mevalonate was quantified by the integrated area of the confirmed [M-H]-1 adduct peak using TraceFinder 4.1 (Thermo Fisher) followed by normalization to protein amount for each sample.
HMGCR enzymatic activity was measured according to NADPH oxidation by HMGCR in the presence of the substrate HMG-CoA using manufacturer’s commercial kit (Sigma-Aldrich, Cat#: CS1090) 64 . 100 μg cell lysates from control and ARID1A knockout was mixed with NADPH and HMG-CoA (substrate), then incubated at 37°C for 5 minutes. Optical density at 340 nm was measured, and the decrease in OD340 represented the oxidation of NADPH by the catalytic subunit of HMGCR in the presence of the substrate HMG-CoA. HMGCR activity was normalized to OVCA429 control cells. Simvastatin treatment was applied as negative control.
The endogenous level of 2’3’-cGAMP was examined by ELISA assay according to the manufacturer’s instructions (Cayman Chemical, Cat#: 501700). For cells quantification, 5×10 6 cells were harvested, washed with PBS, lysed by mammalian protein extraction reagent (Thermo Fisher, Cat#: 78501). Oncogenic Ras induced senescent IMR-90 fibroblast cells were used as positive control.
The endogenous level of IL-1β and IL-18 was examined by ELISA assay according to the manufacturer’s instructions (Abcam, Cat#: ab214025 and Cat#: ab215539). In brief, supernatant from control and ARID1A knockout OVCA429 cells were collected and centrifuged to remove cell debris. Supernatants, standards and all the reaction reagents were seeded into ELISA 96-plates. After 2 hours incubation, plates were washed and developed the signaling. Optical densities were recorded at 450 nm.
Activity of caspase 1 was determined with FAM FLICA caspase 1 Kit (Bio-Rad, Cat#: ICT097) followed by manufacturer’s instructions. In brief, cells with indicated treatments were resuspended in wash buffer and incubated with FAM labeled FLICA probe from 30 min at 37°C in the dark. After staining, cells were then washed twice and analyzed with flow cytometry (BD Biosciences, LSRII) at 488 nm laser.
Transmission electron microscopy was performed on control and ARID1A knockout OVCA429 cells with or without simvastatin treatment. Samples were prepared by the Electron Microscopy Resource Laboratory of the University of Pennsylvania. Ultrathin sections from cell pellets were cut and mounted on the electron microscopy grids. Cell sections were then imaged using a transmission electron microscope (JEOL, JEM-1010). For pyroptosis analysis, imaging fields were taken in each group at ×10,000 or ×20,000 magnification.
The protocols were approved by the Institutional Animal Care and Use Committee (IACUC) of the Wistar Institute. Mice were maintained at 22–23°C with 40–60% humidity and 12 hours light/12 hours dark cycle. Briefly, 1×10 6 TOV21G or RMG1 cells were injected into the ovarian bursa sac of 6–8 weeks old female NSG mice. Tumor bearing mice were randomized into two groups (n=5 per group) one week after injection. The mice in each group were intraperitoneally injected with vehicle (10% DMSO in 100 μL PBS) or 10 mg/kg simvastatin 3 times per week for three weeks. Mice were then sacrificed, and tumor burden was examined using tumor weight as a surrogate in each treatment groups.
Human OCCC samples were obtained from Christiana Care. For the patients-derived xenograft (PDX) models of ovarian cancer, 5th passage of the previously described ARID1A wildtype and mutated PDXs 65 were transplanted into ovarian bursa sac of 6–8 weeks old female NSG mice. Mice were randomized into 2 groups (n=5 per group) at three weeks after transplantation and treated with vehicle (10% DMSO in 100 μL PBS) or 10 mg/kg simvastatin 3 times per week for two weeks. Mice were then sacrificed, and tumor burden was examined using tumor weight as a surrogate in each treatment groups.
For the conditional Arid1a −/− ;Pik3ca H1047R genetic OCCC mouse model 47 , Cre recombinase expressing-adenovirus (Ad-Cre, Vector Viral Core, Cat#: VVC-U of Iowa-5) was intrabursally injected to initiate tumorigenesis in 6–8 weeks old female mice. Mice were randomized at four weeks after Ad-Cre injection. For simvastatin (Sigma-Aldrich, Cat#: S6196) single treatment, the mice were randomized into the following 2 groups: vehicle (10% DMSO in 100 μL PBS) and simvastatin (10 mg/kg, 3 times per week, i.p.). After 3 weeks of treatment, mice were then sacrificed, and tumor burden was examined using tumor weight as a surrogate in each treatment groups. For survival experiments, the guideline of The Wistar Institute IACUC was used for endpoint assessment (e.g., tumor burden exceeds 10% of body weight).
For combination treatment, mice were randomized into the four treatment groups: vehicle plus IgG control (Bio X Cell, Cat#: BE0090, 5 mg/kg, 3 times per week, i.p.), simvastatin (5 mg/kg, 3 times per week, i.p.) plus IgG control, vehicle control plus anti-PD-L1 antibody (BioX Cell, Cat#: BE0101) (5 mg/kg, 3 times per week, i.p.), and combination of simvastatin and anti-PD-L1 antibody. After 3 weeks treatment, mice were then euthanized, and tumor burden was examined using tumor weight as a surrogate in each treatment groups.
For CD8 + T cell depletion, an anti-CD8 antibody (Bio X Cell, Cat#: BE0117, 10 mg/kg, twice per week) was used to deplete CD8 + T cells. An isotype-matched IgG (Bio X Cell, Cat#: BE0090, 10 mg/kg) was used as a negative control. For survival experiments, the guideline of The Wistar Institute IACUC was used for endpoint assessment (e.g., tumor burden exceeds 10% of body weight).
For caspase1 knockout in vivo , guide RNA (5’- GAGGGCAAGACGTGTACGAG -3’) targeting murine Casp1 gene was inserted into pCRISPR-Cre plasmid. After lentivirus packaging and concentration, lentivirus of Casp1 -CRISPR-Cre was intrabursally injected into the ovarian sac of 6–8 weeks old Arid1a −/− ;Pik3ca H1047R transgenic mice. After four weeks, the OCCC tumors bearing mice were randomized for vehicle or simvastatin treatments (10 mg/kg, 3 times per week, i.p.).
Immune cell profiling was previously described 13 , 66 . Tumors were chopped and digested with Mouse Dissociation Kit (Miltenyi Biotec, 130-096-730) according to the manufacturer’s instructions. Single cells were then harvested with 70 μm strainer and used for staining. Peritoneal cavity of mice was washed three times with 5 ml PBS and incubated in red blood cell lysis buffer (Thermo Fisher, Cat#: 00-4333-57). Live/dead cells were discriminated by viability staining Kit (Thermo Fisher, Cat#: L35957 ). Fc blocking (BD, Cat#: 553142) was followed by cell surface staining in FACS buffer (3% FBS in PBS buffer) using antibodies against CD3e (BD Biosciences, Cat#: 552774), CD45 (Biolegend, Cat#: 103147), CD4 (Biolegend, Cat#: 100516), CD8a (Biolegend, Cat#: 100708), CD69 (Biolegend, Cat#: 104510), PD1 (Biolegend, Cat#: 109109) and LAG3 (Biolegend, Cat#: 125221). Data was acquired using flow cytometry (BD Biosciences, LSRII) and analyzed using FlowJo software (version 10.0).
Pre-processing of the scRNA-seq data was performed using Cell Ranger Suite (pipeline v7.0.0, https://support.10xgenomics.com ) with refdata-gex-mm10–2020-A transcriptome as a reference to map reads on mouse genome (mm10) using STAR 67 . Due to low overall expression, a rather lenient threshold was used for pre-filtering cells. Low-quality cells with less than 10 genes with reads and cells with over 10% mitochondrial content were filtered out. Cell clustering, marker identification and visualization were performed using Seurat v4 68 . R package SingleR 69 was used to determine cell types of the clusters using ImmGen data set as a reference for cell-specific gene signatures.
Hu-BLT mouse generation was conducted as we previously reported 70 , 71 at the Wistar institute in accordance with IACUC-approved protocols. Briefly, 6 to 8 weeks old female NSG mice pretreated by busulfan at approximately 20 gram of body weight and then implanted with human fetal thymic tissue fragments and fetal liver tissue fragments under the murine renal capsule. Following the surgery, mice were injected via the tail vein with CD34 + hematopoietic stem cells isolated from human fetal liver tissues. Human fetal liver and thymus tissues were procured from Advanced Bioscience Resources.
After 12 weeks post-surgery, human immune cell reconstitution in peripheral blood was measured by flow cytometer (BD Biosciences, Symphony) using antibodies against mCD45 (BD Biosciences, Cat#: 560510), hCD45 (BD Biosciences, Cat#: 564586), hCD3 (BD Biosciences, Cat#: 612895), hCD4 (BD Biosciences, Cat#: 563550), hCD8 (BD Biosciences, Cat#: 565310) and Fixable Viability Stain (BD Biosciences, Cat#: 565310). Data were analyzed using FlowJo software (version 10.0).
For humanized OCCC PDX model, 5th passage of a previously described ARID1A -mutated PDX (I832fs*) 65 were transplanted to ovarian bursa sac of humanized-BLT mice. Three weeks after transplantation, mice were randomized into the following four treatment groups: vehicle plus IgG control (Bio X Cell, Cat#: BE0090, 5 mg/kg, 3 times per week, i.p.), simvastatin (5 mg/kg, 3 times per week, i.p.) plus IgG control, vehicle control plus anti-PD-L1 antibody (R&D Systems, Cat#: MAB10348, 5 mg/kg, 3 times per week, i.p.), and combination of simvastatin and anti-PD-L1 antibody. After 2 weeks treatment, mice were then euthanized, and tumor burden were compared using tumor weight as a surrogate in each of the treatment groups. Exhaustion of infiltrated human T cells in tumors were measured by flow cytometry (BD Biosciences, Symphony) using antibodies against mCD45 (BD Biosciences, Cat#: 560510), hCD45 (BD Biosciences, Cat#: 564586), hCD3 (BD Biosciences, Cat#: 612895), hCD4 (BD Biosciences, Cat#: 563550), hCD8 (BD Biosciences, Cat#: 565310), PD1 (BD Biosciences, Cat#: 563789), LAG3 (BD Biosciences, Cat#: 565720) and Fixable Viability Stain (BD Biosciences, Cat#: 564406). Data were analyzed with FlowJo software (version 10.0).
Ovarian cancer tissue microarrays (TMA) were kindly provided by Ronny Drapkin from The University of Pennsylvania. For immunohistochemical staining 72 , TMA or mice tumor sections were incubated with primary following antibodies at 4°C overnight: anti-ARID1A (Abcam, Cat#: ab182560), anti-HMGCS1 (Proteintech, Cat#: 17643–1-AP), anti-HMGCR (Thermo Fisher, Cat#: CL0259), anti-cleaved IL-1β (Cell Signaling, Cat#: 83186) and anti-cleaved caspase 3 (Cell Signaling, Cat#: 9661L). The tissue sections were incubated with appropriate secondary antibodies (Dako, Cat#: K4011) for 1 hour at room temperature. Cell nuclei were stained using Mayer’s Hematoxylin (Dako, Cat#: S3309). Staining density was quantified using histologic score (H. Score) 73 .
CDI was calculated as follows: CDI = ((cA+cB)–cA×cB)/cAB, where cA represents the inhibitory rate of compound A, cB represents the inhibitory rate of compound B, and cAB represents the inhibitory rate of combination treatment of compound A and B 74 . Synergy is defined as CDI lower than 1.0, and antagonism is defined as CDI significantly greater than 1.0.
Statistical analyses were performed using GraphPad Prism software (version 8.0). Analysis of variance with Fisher’s least significant difference was used to identify significant differences in multiple comparisons. Spearman correlation analysis was used to examine the correlation between two factors. Log-rank test was used to compare the survival distributions among experimental groups. Experiments were repeated at least twice. Quantitative data are expressed as mean ± SEM unless otherwise stated. No statistical method was used to predetermine sample size. No data were excluded from the analyses. All analyses were performed blindly but not randomly. All mice for animal experiments were randomized.