Journal: Molecular Biomedicine
Article Title: Nuclear prostaglandin E synthase 3 promotes hepatocellular carcinoma growth with immunosuppressive macrophage polarization via the SP1/TGF-β axis
doi: 10.1186/s43556-026-00431-6
Figure Lengend Snippet: PTGES3 drives M2 macrophage polarization in the HCC microenvironment via the TGF-β axis. a Global scRNA-seq landscape. t-SNE visualization of integrated cell clusters identified from shNC and sh Ptges3 mouse hepatic tissues ( n = 3 independent biological replicates), identifying nine major cell types. b Cellular composition. Relative cell fractions of intrahepatic immune populations showing the reduction of the macrophage population in the sh Ptges3 group. c Polarization signatures. Violin plots comparing M1-type scores, M2-type scores, and M1/M2 polarization ratios in macrophages based on scRNA-seq transcriptomic data. d In vivo validation. Representative IF images and mean fluorescence intensity quantification (a.u.) of CD206 (red) and DAPI (blue) in mouse HCC tissues ( n = 6 mice per group). Scale bars, 20 μm. e FACS analysis. Representative histograms showing the percentage of CD14⁺CD163⁺ M2 macrophages (left) and CD14⁺CD86⁺ M1 macrophages (right) in the Huh7/M0 co-culture system following PTGES3 knockdown (quantification in Fig. S4a). f PGE2 assessment. ELISA quantification of PGE2 in Huh7 supernatants following PTGES3 knockdown (si PTGES3 ) or overexpression (Vector/ PTGES3 ) ( n = 6 independent biological replicates). g Cytokine mRNA profiling. Bar charts showing the average expression levels of M2-inducing cytokines ( Il4 , Il10 , Il13 , Tgfb1 ) in macrophages from the scRNA-seq dataset. h , i , TGF-β quantification. ELISA measurement of TGF-β concentrations in mouse hepatic tissues ( h , n = 4 independent biological replicates) and Huh7 cell supernatants ( i , n = 3 independent biological replicates). j Rescue assay. Representative Western blot images and quantitative analysis of the M2 marker CD163 in macrophages co-cultured with PTGES3 -silenced Huh7 cells in the presence or absence of exogenous TGF-β (10 ng/mL). β-actin served as the loading control. Bar graphs display the relative protein expression levels normalized to the M0 group ( n = 3 independent biological replicates). Statistical analysis. Data are presented as mean ± SEM. Individual data points are superimposed on the bars. Statistical significance was determined using Wilcoxon rank-sum test (for scRNA-seq analysis in b , c ), Wilcoxon signed-rank test (for g ), two-tailed unpaired Student's t -test (for comparisons in d , f , h , i ), or One-way ANOVA with Tukey's post hoc test (for rescue assays in j ). * P < 0.05, *** P < 0.001, **** P < 0.0001; ns, not significant. Abbreviations: HCC, hepatocellular carcinoma; scRNA-seq, single-cell RNA sequencing; t-SNE, t-distributed stochastic neighbor embedding; IF, immunofluorescence; DAPI, 4',6-diamidino-2-phenylindole; Mφ, macrophage; co-cul., co-culture; FACS, fluorescence-activated cell sorting; ELISA, enzyme-linked immunosorbent assay; PGE2, prostaglandin E2; TGF-β, transforming growth factor-beta; shRNA, short hairpin RNA; a.u., arbitrary units; Rel., relative; SEM, standard error of the mean; ANOVA, analysis of variance; NC, negative control
Article Snippet: Cells were incubated with anti-PTGES3 antibody (CST #13,926) or IgG.
Techniques: In Vivo, Biomarker Discovery, Fluorescence, Co-Culture Assay, Knockdown, Enzyme-linked Immunosorbent Assay, Over Expression, Plasmid Preparation, Expressing, Rescue Assay, Western Blot, Marker, Cell Culture, Control, Two Tailed Test, Single Cell, RNA Sequencing, Immunofluorescence, FACS, shRNA, Negative Control