Evidence mapPaperPMID 41764477Full record

ArticleBMC medicine2026

Sinusoidal cell-derived biomarker scores predict diagnosis and prognosis in chronic liver disease.

Sergi Guixé-Muntet, Anabel Fernández-Iglesias, David Lopez, Emilio Tonina, Yiliam Fundora, Anna Zagorska, Jordi Gracia-Sancho

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Article in BMC medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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7 authors.

Sergi Guixé-Muntet *Liver Vascular Biology Research Group, IDIBAPS Biomedical Research Institute, Hospital Clínic de Barcelona, CIBEREHD, Barcelona, Spain.
Anabel Fernández-Iglesias *Liver Vascular Biology Research Group, IDIBAPS Biomedical Research Institute, Hospital Clínic de Barcelona, CIBEREHD, Barcelona, Spain.
David LopezGilead Sciences Inc., Foster City, CA, USA.
Emilio ToninaSteatohepatitis and Liver Transplant Unit, Hospital Clínic de Barcelona, Barcelona, Spain.
Yiliam FundoraSteatohepatitis and Liver Transplant Unit, Hospital Clínic de Barcelona, Barcelona, Spain.
Anna ZagorskaGilead Sciences Inc., Foster City, CA, USA.
Jordi Gracia-SanchoLiver Vascular Biology Research Group, IDIBAPS Biomedical Research Institute, Hospital Clínic de Barcelona, CIBEREHD, Barcelona, Spain. jordi.graciasancho@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSinusoidal cells are central drivers of chronic liver disease (CLD) progression, yet current biomarkers fail to capture their phenotypic states. We aimed to develop sinusoidal cell-specific biomarkers for the diagnosis and prognosis of CLD.

methodsSingle-cell RNA sequencing data were analyzed to identify cell-type-specific signatures for liver sinusoidal endothelial cell capillarization, hepatic stellate cell activation, and macrophage polarization. These signatures were integrated into three sinusoidal scores (endothelial, mesenchymal, and macrophage) reflecting dedifferentiation of each cell type. Scores were evaluated in an internal cohort (n = 108) and validated in three independent cohorts (total n = 1008), including patients with 2-year follow-up. Gene expression was quantified in routine or previously archived liver biopsy samples, allowing assessment without additional invasiveness to patients and ensuring global feasibility.

resultsThe sinusoidal scores were significantly elevated in patients with advanced disease and correlated with key clinical endpoints: decompensation (AUROC = 0.896), portal hypertension (HVPG > 12 mmHg, AUROC = 0.788), and impaired liver function (MELD > 10, AUROC = 0.898, Child-Pugh B, AUROC = 0.920; Child-Pugh C, AUROC = 0.894). At baseline, scores predicted both fibrosis progression from F3 to F4 (AUROC = 0.827) and clinical decompensation (AUROC = 0.971), as well as fibrosis regression (AUROC = 0.893) and HVPG improvement (AUROC = 0.838) during follow-up.

conclusionsSinusoidal cell-derived scores capture biologically relevant pathways of CLD progression and regression and can be measured from existing biopsy material available in most centers worldwide. Despite their retrospective derivation, these scores hold strong promise for prospective validation and clinical implementation as tools for patient stratification, monitoring, and therapeutic guidance.

Indexed as

BiomarkersLiverLiver DiseasesAdultAgedChronic DiseaseEndothelial CellsFemaleHepatic Stellate CellsHumansHypertension, PortalMaleMiddle AgedPrognosisSingle-Cell Gene Expression AnalysisBiomarkersCirrhosisHepatic macrophagesHepatic stellate cellsLiver fibrosisLiver sinusoidal endothelial cellsPortal hypertension

Identifiers

PMID41764477
PMCPMC13059306

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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 Socratic graph.