Evidence map›Paper›PMID 39758511›Full record

ArticleJHEP reports : innovation in hepatology2025

Hepatic stellate cell single cell atlas reveals a highly similar activation process across liver disease aetiologies.

Vincent Merens, Elisabeth Knetemann, Elif Gürbüz, Vincent De Smet, Nouredin Messaoudi, Hendrik Reynaert, Stefaan Verhulst, Leo A van Grunsven

Abstract read
In one paragraph

Article in JHEP reports : innovation in hepatology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing 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

24 citing papers in PubMed.

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  4. Hepatic stellate cells in alcoholic liver cirrhosis: mechanisms of fibrogenesis, plasticity, and fibrosis reversal.Daru : journal of Faculty of Pharmacy, Tehran University of Medical Sciences · 2026
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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

8 authors.

Vincent MerensVrije Universiteit Brussel, Liver Cell Biology research group, Laarbeeklaan 103, 1090 Brussel, Belgium.
Elisabeth KnetemannVrije Universiteit Brussel, Liver Cell Biology research group, Laarbeeklaan 103, 1090 Brussel, Belgium.
Elif GürbüzVrije Universiteit Brussel, Liver Cell Biology research group, Laarbeeklaan 103, 1090 Brussel, Belgium.
Vincent De SmetVrije Universiteit Brussel, Liver Cell Biology research group, Laarbeeklaan 103, 1090 Brussel, Belgium.
Nouredin MessaoudiDepartment of Gastro-Enterology and Hepatology, Universitair Ziekenhuis Brussel, Brussels, Belgium.
Hendrik ReynaertVrije Universiteit Brussel, Liver Cell Biology research group, Laarbeeklaan 103, 1090 Brussel, Belgium.
Stefaan VerhulstVrije Universiteit Brussel, Liver Cell Biology research group, Laarbeeklaan 103, 1090 Brussel, Belgium.
Leo A van GrunsvenVrije Universiteit Brussel, Liver Cell Biology research group, Laarbeeklaan 103, 1090 Brussel, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background & Aims: The progression of chronic liver disease (CLD) is characterized by excessive extracellular matrix deposition, disrupting hepatic architecture and function. Upon liver injury, hepatic stellate cells (HSCs) differentiate towards myofibroblasts and become inflammatory, proliferative and fibrogenic. To date, it is still unclear whether HSC activation is driven by similar mechanisms in different aetiologies. Methods: HSCs from multiple publicly available single-cell RNA-sequencing datasets were annotated and merged into a single-cell HSC activation atlas. Spheroid co-cultures of primary mouse hepatocytes/HSCs (n = 5) and ELISAs on patient plasma samples (n = 80) were performed to validate the mechanistic insight obtained from the HSC atlas. Results: We established an HSC activation atlas in which HSCs are clearly divided into three distinct transcriptomic profiles: quiescent HSCs, initiatory HSCs and myofibroblasts. These transcriptomic profiles are present in each of the investigated mouse liver injury models as well as in human CLDs, indicating that HSC activation is a conserved process. This activation process is driven by a core set of transcription factors independent of liver injury or species. Furthermore, we reveal novel ligands associated with activation of HSCs in multiple liver injury models and validate the profibrotic effect of parathyroid hormone. Finally, we identify Conclusions: We reveal unexpected similarities in the regulatory mechanisms of HSCs across diverse liver injury settings and species. The HSC activation atlas has the potential to provide novel insights into liver fibrosis and steer novel treatment options. Impact and implications: This study establishes a single-cell atlas of hepatic stellate cells across various liver injuries, highlighting a conserved activation process between different injuries and across species. The discovery of novel activating ligands and the biomarker COLEC10 in human plasma could be used to enhance diagnostic and therapeutic strategies. Additionally, the conserved activation process supports the use of any mouse model for mechanistic studies and testing of new anti-fibrotic compounds, streamlining preclinical research efforts.

Indexed as

Chronic liver diseaseCOLEC10parathyroid hormonesingle-cell RNA-Sequencing

Identifiers

PMID39758511
PMCPMC11699746

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Registered trials

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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.