Evidence map›Paper›PMID 42148114›Full record

ArticleFrontiers in immunology2026

Subtype-dependent PD-L1 stability and immune context shape immunotherapy response in hepatocellular carcinoma.

Luca Grisetti, Clarissa J C Garcia, Paola Tarchi, Claudio Tiribelli, Devis Pascut

Abstract read
In one paragraph

Article in Frontiers in immunology, 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

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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. 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

5 authors.

Luca GrisettiNational Institute of Gastroenterology-IRCCS "Saverio de Bellis", Castellana Grotte, Italy.
Clarissa J C GarciaLiver Cancer Unit, Fondazione Italiana Fegato, Trieste, Italy.
Paola TarchiSurgical Clinic, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), Trieste, Italy.
Claudio TiribelliLiver Cancer Unit, Fondazione Italiana Fegato, Trieste, Italy.
Devis PascutLiver Cancer Unit, Fondazione Italiana Fegato, Trieste, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Immune checkpoint inhibitors (ICIs) targeting the PD-1/PD-L1 axis have expanded treatment options for hepatocellular carcinoma (HCC), yet only a subset of patients achieves durable responses. Limited efficacy reflects gaps in understanding PD-L1 regulation, including its biochemical heterogeneity, subtype-specific stability, and effects on tumor-immune interactions. We aimed to dissect these mechanisms and identify integrated biomarkers predictive of immunotherapy response. Methods: Human HCC and paired non-tumoral tissues, an HBV-driven transgenic mouse model, and five HCC cell lines representing Hoshida/Caruso subtypes were analyzed. PD-L1 expression, glycosylation, and stability were assessed by Western blot, flow cytometry, and immunohistochemistry. Functional assays included co-cultures of HCC cells with primary activated PBMCs from multiple healthy donors. Cells were treated with durvalumab or atezolizumab, in the presence or absence of IFN-γ stimulation. PD-L1 turnover was evaluated using cycloheximide and proteasome inhibition. Results: PD-L1 protein was increased in ~60% of tumors, particularly in virally driven HCC. Elevated PD-L1 in non-tumoral liver was associated with higher recurrence risk. Biochemical profiling revealed multiple PD-L1 species: mature N-glycosylated and intermediate forms indicative of enhanced stability were enriched in tumors. Glycosylated PD-L1 displayed prolonged half-life in S1/CL3 subtypes, whereas S2/CL1 cells exhibited rapid, proteasome-dependent turnover. PD-L1 abundance alone did not predict immune susceptibility: S1-like cells, despite higher PD-L1, were highly sensitive to CD8 Conclusions: PD-L1 regulation in HCC depends on molecular subtype, post-translational stability, and host immune competence. Integrating these factors provides a framework for guiding patient selection and optimizing immunotherapy.

Indexed as

B7-H1 AntigenCarcinoma, HepatocellularImmune Checkpoint InhibitorsLiver NeoplasmsAnimalsCell Line, TumorGlycosylationHumansImmunotherapyMiceMice, TransgenicProtein StabilityB7-H1 AntigenCD274 protein, humanImmune Checkpoint Inhibitorsatezolizumabdurvalumabhepatocellular carcinoma (HCC)IFN-γimmune checkpoint inhibitors (ICIs)molecular heterogeneityPD-L1tumor immune microenvironment

Identifiers

PMID42148114
PMCPMC13176238

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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.