Evidence map›Paper›PMID 41921416›Full record

ArticleJHEP reports : innovation in hepatology2026

Single-cell fixed RNA profiling uncovers SEMA4D and LMCD1 as therapeutic targets in a liver fibrosis model.

Pham Minh Duc, Le Thi Thanh Thuy, Hoang Hai, Tran Van Bao, Nguyen Thi Ha, Pham Tuan Anh, Hiroko Ikenaga, Hideki Fujii, Kanako Yoshida, Masaru Enomoto and 14 more

Abstract read
In one paragraph

Article in JHEP reports : innovation in hepatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

24 authors.

Pham Minh DucDepartment of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan; Division of Gastroenterology, Department of Internal Medicine, Hanoi Medical University, Hanoi, Vietnam; Department of Gastroenterology, Hanoi Medical University Hospital, Hanoi, Vietnam.
Le Thi Thanh ThuyDepartment of Global Education and Medical Sciences, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan. Electronic address: thuy@omu.ac.jp.
Hoang HaiDepartment of Global Education and Medical Sciences, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Tran Van BaoDepartment of Global Education and Medical Sciences, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Nguyen Thi HaDepartment of Global Education and Medical Sciences, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Pham Tuan AnhDepartment of Global Education and Medical Sciences, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Hiroko IkenagaDepartment of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Hideki FujiiDepartment of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Kanako YoshidaDepartment of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Masaru EnomotoDepartment of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Sawako Uchida-KobayashiDepartment of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Hideto YuasaDepartment of Anatomy and Regenerative Biology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Tsutomu MatsubaraDepartment of Anatomy and Regenerative Biology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Vu Thuong HuyenDepartment of Paediatrics, Hanoi Medical University, Hanoi, Vietnam.
Yi ChengDepartment of Pathophysiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Ryota YamagishiDepartment of Pathophysiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Naoko OhtaniDepartment of Pathophysiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Daisuke OikawaDepartment of Medical Biochemistry, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Fuminori TokunagaDepartment of Medical Biochemistry, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
Tatiana KisselevaDepartment of Surgery, University of California San Diego School of Medicine, La Jolla, CA, USA.
David A BrennerSanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA.
Yasuko IwakiriDepartment of Internal Medicine, Section of Digestive Diseases, Yale University School of Medicine, New Haven, CT, USA.
Jordi Gracia-SanchoLiver Vascular Biology Research Group, IDIBAPS Biomedical Research Institute, CIBEREHD, Barcelona, Spain.
Norifumi KawadaEndowsed Departments of Liver Cancer Treatment and Homeostatic Regulation, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan. Electronic address: kawadanori@omu.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND &

aimsSingle-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.

methodsMice 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.

resultsApproximately 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

conclusionsThis 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.

Indexed as

HCV-SVRImmune recoveryRARRES2Recovered hepatocytesRegression-phase LSECs

Identifiers

PMID41921416
PMCPMC13081180

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.