Single-cell fixed RNA profiling uncovers SEMA4D and LMCD1 as therapeutic targets in a liver fibrosis model.
기술보고
1/5 보강
[BACKGROUND & AIMS] Single-cell fixed RNA profiling (FLEX) is a novel technique that captures RNA expression in frozen tissues at a single-cell resolution.
- 표본수 (n) 6
- p-value p <0.05
APA
Duc PM, Thuy LTT, et al. (2026). Single-cell fixed RNA profiling uncovers SEMA4D and LMCD1 as therapeutic targets in a liver fibrosis model.. JHEP reports : innovation in hepatology, 8(5), 101783. https://doi.org/10.1016/j.jhepr.2026.101783
MLA
Duc PM, et al.. "Single-cell fixed RNA profiling uncovers SEMA4D and LMCD1 as therapeutic targets in a liver fibrosis model.." JHEP reports : innovation in hepatology, vol. 8, no. 5, 2026, pp. 101783.
PMID
41921416
Abstract
[BACKGROUND & AIMS] Single-cell fixed RNA profiling (FLEX) is a novel technique that captures RNA expression in frozen tissues at a single-cell resolution. We applied FLEX to mouse model of liver fibrosis progression and regression to identify novel antifibrotic targets.
[METHODS] Mice were administered intraperitoneal thioacetamide for 10 weeks to induce fibrosis, regression was assessed 2 weeks after cessation. The livers were fixed, dissociated, and analysed using FLEX. Molecular validation included immunoblotting, immunohistochemistry, gene silencing/overexpression, cytokine/phosphokinase arrays, and human liver samples.
[RESULTS] Approximately 40,000 liver cells were profiled, integrated, and annotated into 10 major cell types using lineage-specific markers. Pericentral signature restoration in hepatocytes, scar-resolving genes (Mmp14 and Ctsl), fenestrae restoration in liver sinusoidal endothelial cells, anti-inflammatory Kupffer cells, reduced fibrogenic cholangiocytes, and recovery-associated immune cell subsets were observed. During fibrosis, monocyte-derived macrophages secrete semaphorin-4D (SEMA4D), which binds to Plexin B2 on hepatic stellate cells (HSCs). SEMA4D cells were upregulated in mouse fibrotic livers (n = 6, p <0.05). Recombinant SEMA4D induces type I collagen in HSCs, whereas humanised monoclonal IgG4 SEMA4D blockade (VX15/2503) attenuates fibrosis in vivo (n = 5, p <0.05). LIM and cysteine-rich domains 1 (LMCD1) was enriched in fibrotic HSCs and suppressed during regression. LMCD1 knockdown reduced the expression of fibrotic protein, while LMCD1 overexpression promoted the expression of fibrotic protein via AKT/mTOR signalling. LMCD1 and SEMA4D are localised in the fibrotic septa and are correlated with the fibrotic stage of MASLD (n = 34, p <0.05) and HCV (n = 76, p <0.05) in humans.
[CONCLUSIONS] This FLEX-based single-cell atlas revealed critical transcriptional programs and cell-cell interactions, identifying SEMA4D and LMCD1 as promising therapeutic targets for liver fibrosis.
[IMPACT AND IMPLICATIONS] In this study, we applied a novel technique, single-cell fixed RNA profiling, to profile 38,136 cells obtained from control, thioacetamide-induced liver fibrosis, and regression-phase mouse livers, generating a high-resolution atlas of liver fibrosis progression and regression. We identified the transcriptomic patterns of regressed cell subpopulations and uncovered two key therapeutic targets: the macrophage-derived factor semaphorin-4D (SEMA4D) and the hepatic stellate cell-specific transcription factor LIM and cysteine-rich domains 1 (LMCD1). Treatment with a humanised monoclonal IgG4 antibody against SEMA4D significantly alleviated liver fibrosis in the thioacetamide-induced mouse model. SEMA4D and LMCD1 expression correlated with the metabolic dysfunction-associated steatotic liver disease-related fibrosis stage, and the attenuation of SEMA4D and LMCD1 after HCV-sustained virologic response reduced the risk of progression to hepatocellular carcinoma.
[METHODS] Mice were administered intraperitoneal thioacetamide for 10 weeks to induce fibrosis, regression was assessed 2 weeks after cessation. The livers were fixed, dissociated, and analysed using FLEX. Molecular validation included immunoblotting, immunohistochemistry, gene silencing/overexpression, cytokine/phosphokinase arrays, and human liver samples.
[RESULTS] Approximately 40,000 liver cells were profiled, integrated, and annotated into 10 major cell types using lineage-specific markers. Pericentral signature restoration in hepatocytes, scar-resolving genes (Mmp14 and Ctsl), fenestrae restoration in liver sinusoidal endothelial cells, anti-inflammatory Kupffer cells, reduced fibrogenic cholangiocytes, and recovery-associated immune cell subsets were observed. During fibrosis, monocyte-derived macrophages secrete semaphorin-4D (SEMA4D), which binds to Plexin B2 on hepatic stellate cells (HSCs). SEMA4D cells were upregulated in mouse fibrotic livers (n = 6, p <0.05). Recombinant SEMA4D induces type I collagen in HSCs, whereas humanised monoclonal IgG4 SEMA4D blockade (VX15/2503) attenuates fibrosis in vivo (n = 5, p <0.05). LIM and cysteine-rich domains 1 (LMCD1) was enriched in fibrotic HSCs and suppressed during regression. LMCD1 knockdown reduced the expression of fibrotic protein, while LMCD1 overexpression promoted the expression of fibrotic protein via AKT/mTOR signalling. LMCD1 and SEMA4D are localised in the fibrotic septa and are correlated with the fibrotic stage of MASLD (n = 34, p <0.05) and HCV (n = 76, p <0.05) in humans.
[CONCLUSIONS] This FLEX-based single-cell atlas revealed critical transcriptional programs and cell-cell interactions, identifying SEMA4D and LMCD1 as promising therapeutic targets for liver fibrosis.
[IMPACT AND IMPLICATIONS] In this study, we applied a novel technique, single-cell fixed RNA profiling, to profile 38,136 cells obtained from control, thioacetamide-induced liver fibrosis, and regression-phase mouse livers, generating a high-resolution atlas of liver fibrosis progression and regression. We identified the transcriptomic patterns of regressed cell subpopulations and uncovered two key therapeutic targets: the macrophage-derived factor semaphorin-4D (SEMA4D) and the hepatic stellate cell-specific transcription factor LIM and cysteine-rich domains 1 (LMCD1). Treatment with a humanised monoclonal IgG4 antibody against SEMA4D significantly alleviated liver fibrosis in the thioacetamide-induced mouse model. SEMA4D and LMCD1 expression correlated with the metabolic dysfunction-associated steatotic liver disease-related fibrosis stage, and the attenuation of SEMA4D and LMCD1 after HCV-sustained virologic response reduced the risk of progression to hepatocellular carcinoma.