Evidence map›Paper›PMID 41317730›Full record

ArticleCell reports. Medicine2025

Molecular subtypes of hepatocellular carcinoma linked to liver cell lineages and clinical outcomes of combination immunotherapy.

Yulei Wang, Yinghui Guan, Alexander R Abbas, Yuji Sano, Saket Jain, Shan Lu, Habib Hamidi, Hartmut Koeppen, Yumiko Azuma, Yoko Kayukawa and 13 more

Abstract read
In one paragraph

Article in Cell reports. Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. From Theory to Practice: Which Biomarkers Are Ready for Predicting Response in Advanced HCC?Liver international : official journal of the International Association for the Study of the Liver · 2026
    Review
  4. Review
  5. Diagnosis, clinical assessment, and staging of hepatocellular carcinoma: a Brazilian multidisciplinary consensus.Arquivos brasileiros de cirurgia digestiva : ABCD = Brazilian archives of digestive surgery · 2026
    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

23 authors.

Yulei WangDepartment of Translational Medicine, Genentech, Inc., South San Francisco, CA, USA. Electronic address: yulei.wang1@gmail.com.
Yinghui GuanDepartment of Translational Medicine, Genentech, Inc., South San Francisco, CA, USA.
Alexander R AbbasDepartment of Translational Medicine, Genentech, Inc., South San Francisco, CA, USA.
Yuji SanoResearch Division, Chugai Pharmaceutical Co., Ltd., Yokohama, Kanagawa, Japan.
Saket JainDepartment of Translational Medicine, Genentech, Inc., South San Francisco, CA, USA.
Shan LuDepartment of Translational Medicine, Genentech, Inc., South San Francisco, CA, USA.
Habib HamidiDepartment of Translational Medicine, Genentech, Inc., South San Francisco, CA, USA.
Hartmut KoeppenDepartment of Research Pathology, Genentech, Inc., South San Francisco, CA, USA.
Yumiko AzumaResearch Division, Chugai Pharmaceutical Co., Ltd., Yokohama, Kanagawa, Japan.
Yoko KayukawaResearch Division, Chugai Pharmaceutical Co., Ltd., Yokohama, Kanagawa, Japan.
Junko ShinozukaResearch Division, Chugai Pharmaceutical Co., Ltd., Yokohama, Kanagawa, Japan.
Alekhya PochirajuProduct Development, Roche, South San Francisco, CA, USA.
Joshua D WebsterDepartment of Research Pathology, Genentech, Inc., South San Francisco, CA, USA.
Natascha RiederRoche Diagnostics GmbH, Mannheim, Germany.
Gabriele DietmannRoche Diagnostics GmbH, Mannheim, Germany.
Michael CannarileRoche Diagnostics GmbH, Mannheim, Germany.
Christopher CotterProduct Development, Roche, South San Francisco, CA, USA.
Stephen P HackProduct Development, Roche, South San Francisco, CA, USA.
Edward ChaProduct Development, Roche, South San Francisco, CA, USA.
Takahiro IshiguroTranslational Research Division, Chugai Pharmaceutical Co., Ltd., Chuo-ku, Tokyo, Japan.
Josep M LlovetMount Sinai Liver Cancer Program, Division of Liver Diseases, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Translational Research in Hepatic Oncology, Liver Unit, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain.
Andrew X ZhuMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA; Jiahui International Cancer Center, Jiahui Health, Shanghai, China.
Richard S FinnJonsson Comprehensive Cancer Center, Geffen School of Medicine at UCLA, Los Angeles, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the biology and clinical relevance of disease heterogeneity in hepatocellular carcinoma (HCC) is important for guiding therapeutic strategies. Through multi-omics and in situ analyses in three independent cohorts of patients with advanced HCC including GO30140 phase 1b and IMbrave150 phase 3 trials, we identified three robust molecular subtypes of HCC, i.e., cholangiocyte-like, progenitor-like, and hepatocyte-like, based on their association with different liver epithelial cell lineages. These subtypes showed distinct tumor cell-intrinsic and extrinsic features, including different immune contextures, and importantly an association with clinical response to atezolizumab plus bevacizumab combination immunotherapy. In a humanized HCC xenograft mouse model recapitulating the GPC3-high progenitor-like subtype, a GPC3/CD3 bispecific antibody elicited strong antitumor activity mediated by intratumoral recruitment and activation of T cells. Our study provides biological insights into HCC heterogeneity and potential strategies for targeting subtype-specific vulnerabilities.

Indexed as

Carcinoma, HepatocellularCell LineageImmunotherapyLiverLiver NeoplasmsAnimalsAntibodies, Monoclonal, HumanizedBevacizumabFemaleGlypicansHepatocytesHumansMaleMiceTreatment OutcomeXenograft Model Antitumor AssaysAntibodies, Monoclonal, HumanizedatezolizumabBevacizumabGlypicansatezolizumabbevacizumabHCCimmunotherapyliver cell lineagesmechanisms of response and resistancemolecular subtype

Identifiers

PMID41317730
PMCPMC12765846

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.