Evidence mapPaperPMID 40515541Full record

ArticleFASEB journal : official publication of the Federation of American Societies for Experimental Biology2025

Fibrogenic Gene Signature as Early Prediction for the Efficacy of Pharmacological Interventions for MASH-Associated Fibrosis.

José A Inia, Martine C Morrison, Arianne van Koppen, Eveline Gart, Martien P M Caspers, Aswin L Menke, Nicole Worms, Robert Kleemann, Lars Verschuren, J Wouter Jukema and 3 more

Abstract read
In one paragraph

Article in FASEB journal : official publication of the Federation of American Societies for Experimental Biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
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

13 authors.

José A IniaDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-3725-6785
Martine C MorrisonDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0003-4996-943X
Arianne van KoppenDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0001-9588-8863
Eveline GartDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-7713-2381
Martien P M CaspersDepartment of Microbiology and Systems Biology, TNO, Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-0248-4008
Aswin L MenkeDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-0724-0897
Nicole WormsDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.
Robert KleemannDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-1350-0149
Lars VerschurenDepartment of Microbiology and Systems Biology, TNO, Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-7847-9037
J Wouter JukemaDepartment of Cardiology, Leiden University Medical Center (LUMC), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-3246-8359
Hans M G PrincenDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-7206-1596
Roeland HanemaaijerDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-0408-8842
Anita M van den HoekDepartment of Metabolic Health Research, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-7077-8446

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The incidence of metabolic dysfunction-associated steatohepatitis (MASH) and associated liver fibrosis is rapidly increasing, while pharmacological treatment options remain limited. Despite great efforts in developing novel MASH therapeutics, many investigative therapeutics that reduced fibrosis in preclinical models ultimately failed in clinical trials. To this end, we explored the possibility of predicting the efficacy of therapeutics by evaluating changes in the expression of a fibrogenic gene signature in the early stages of disease development and before effects on pathology become evident. Ldlr-/-.Leiden mice were fed a high-fat diet (HFD) to induce obesity and MASH. Mice were subsequently treated for 4 weeks with various therapeutics with established efficacy (obeticholic acid) or lack of efficacy (cenicriviroc and pioglitazone) to study their anti-fibrotic potential. Expression of a fibrogenic gene signature was evaluated, which predicts profibrotic processes before histopathologic fibrosis develops. The predictions were compared with a long-term experiment reaching histological fibrosis endpoints. Cenicriviroc and pioglitazone did not affect HFD-induced fibrosis signature, indicative of no effect of these treatments on active fibrosis processes. Consistently, in the long-term treatment study, both cenicriviroc and pioglitazone did not affect HFD-induced histologically measured fibrosis. In contrast, obeticholic acid improved the fibrogenic gene signature to a healthier state compared to untreated HFD controls. These early gene expression changes aligned with long-term histological fibrosis endpoints and clinical data on these investigative therapeutics. This study highlights the potential of using short-term studies and applying a fibrogenic gene signature as an early screening tool to investigate the efficacy of investigative drugs on MASH-associated fibrosis. This signature, which is based on the active fibrosis processes in humans, may allow rapid screening of therapeutics, or combinations thereof, when used in a translational mouse model.

Indexed as

Fatty LiverLiver CirrhosisTranscriptomeAnimalsChenodeoxycholic AcidDiet, High-FatMaleMiceMice, KnockoutPioglitazoneReceptors, LDLThiazolidinedionesChenodeoxycholic Acidobeticholic acidPioglitazoneReceptors, LDLThiazolidinedionesfibrosisgene signatureMASHMASLDtranscriptomics

Identifiers

PMID40515541
PMCPMC12166467

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.