Evidence map›Paper›PMID 33038431›Full record

ArticleJournal of hepatology2021

Notch activity characterizes a common hepatocellular carcinoma subtype with unique molecular and clinicopathologic features.

Changyu Zhu, Yu-Jui Ho, Marcela A Salomao, Dianne H Dapito, Alberto Bartolome, Robert F Schwabe, Ju-Seog Lee, Scott W Lowe, Utpal B Pajvani

Open access · greenAbstract read
In one paragraph

Article in Journal of hepatology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed
6.7field-weighted citation impact, top 2% of its field
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

43 citing papers in PubMed, 62 citations in OpenAlex.

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  8. Molecular mechanisms in MASLD/MASH-related HCC.Hepatology (Baltimore, Md.) · 2025
    Review
  9. Article
  10. Review
  11. Current research of the Notch pathway in hepatocellular carcinoma.European journal of medical research · 2025
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 1 country.

Changyu ZhuDepartment of Medicine, Columbia University, New York, NY, USA; Department of Cancer Biology and Genetics, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Yu-Jui HoDepartment of Cancer Biology and Genetics, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Marcela A SalomaoDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Scottsdale, AZ, USA.
Dianne H DapitoDepartment of Medicine, Columbia University, New York, NY, USA.
Alberto BartolomeDepartment of Medicine, Columbia University, New York, NY, USA.
Robert F SchwabeDepartment of Medicine, Columbia University, New York, NY, USA.
Ju-Seog LeeDepartment of Systems Biology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Scott W LoweDepartment of Cancer Biology and Genetics, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA.
Utpal B PajvaniDepartment of Medicine, Columbia University, New York, NY, USA. Electronic address: up2104@columbia.edu.
Columbia University · USMemorial Sloan Kettering Cancer Center · USMayo Clinic in Arizona · USThe University of Texas MD Anderson Cancer Center · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Translational Biomarker Analytical Core (TBAC)P30DK063608 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI DOMENICO ACCILI · 2003 to 2026
$36.7M
Scientific ReagentsP01CA087497 · NCI · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI PRIVES, CAROL · 2000 to 2021
$35.4M
Jagged-Notch signaling in NASH/fibrosisR01DK119767 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Utpal Pajvani · 2019 to 2026
$4.7M
OBESITY RESEARCH CENTER TRAINING PROGRAMT32DK007559 · NIDDK · ST. LUKE'S-ROOSEVELT INST FOR HLTH SCIS · PI DYMPNA GALLAGHER · 1989 to 2026
$4.3M
Notch, Type 2 Diabetes and NAFLDR01DK103818 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PAJVANI, UTPAL · 2015 to 2023
$4.1M
BD Biosciences InfluxS10OD020056 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI SNOECK, HANS-WILLEM E · 2015 to 2015
$600k
Hepatocyte Notch Signaling Regulates NASHR03DK105303 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PAJVANI, UTPAL · 2015 to 2016
$160k
NCI NIH HHS P01 CA087497NCI NIH HHS P30 CA008748NIDDK NIH HHS P30 DK063608NIDDK NIH HHS R01 DK103818NIDDK NIH HHS R01 DK119767NIDDK NIH HHS R03 DK105303NIDDK NIH HHS T32 DK007559NIH HHS S10 OD020056
6 · The paper itself

Abstract

BACKGROUND &

aimsThe hepatocyte Notch pathway is a pathogenic factor in non-alcoholic steatohepatitis (NASH)-associated fibrosis, but its role in hepatocellular carcinoma (HCC) is less well defined. Herein, we aimed to characterize the molecular and clinical features of Notch-active human HCC, and to investigate the mechanisms by which Notch affects NASH-driven HCC.

methodsUsing a 14-gene Notch score, we stratified human HCCs from multiple comprehensively profiled datasets. We performed gene set enrichment analyses to compare Notch-active HCCs with published HCC subtype signatures. Next, we sorted Notch-active hepatocytes from Notch reporter mice for RNA sequencing and characterized Notch-active tumors in an HCC model combining a carcinogen and a NASH-inducing diet. We used genetic mouse models to manipulate hepatocyte Notch to investigate the sufficiency and necessity of Notch in NASH-driven tumorigenesis.

resultsNotch-active signatures were found in ~30% of human HCCs that transcriptionally resemble cholangiocarcinoma-like HCC, exhibiting a lack of activating CTNNB1 (β-catenin) mutations and a generally poor prognosis. Endogenous Notch activation in hepatocytes is associated with repressed β-catenin signaling and hepatic metabolic functions, in lieu of increased interactions with the extracellular matrix in NASH. Constitutive hepatocyte Notch activation is sufficient to induce β-catenin-inactive HCC in mice with NASH. Notch and β-catenin show a pattern of mutual exclusivity in carcinogen-induced HCC; in this mouse model, chronic blockade of Notch led to β-catenin-dependent tumor development.

conclusionsNotch activity characterizes a distinct HCC molecular subtype with unique histology and prognosis. Sustained Notch signaling in chronic liver diseases can drive tumor formation without acquiring specific genomic driver mutations. LAY SUMMARY: The Notch signaling pathway is known to be involved in the pathogenesis of liver fibrosis. However, its role in liver cancer has not been well defined. Herein, we show that Notch activity is increased in a subset of liver cancers and is associated with poor outcomes. We also used a mouse model to show that aberrant Notch activity can drive cancer progression in obese mice.

Indexed as

Animalsbeta CateninCarcinogenesisCarcinoma, HepatocellularDisease Models, AnimalFemaleHepatocytesHumansLiver CirrhosisLiver NeoplasmsMaleMiceMice, Inbred C57BLMice, TransgenicMutationNon-alcoholic Fatty Liver Diseasebeta CateninCTNNB1 protein, humanCTNNB1 protein, mouseReceptors, NotchFibrosisHepatocellular carcinomaMouse ModelNonalcoholic steatohepatitisNotch signalingβ-catenin

Identifiers

PMID33038431
PMCPMC7897246
OpenAlexW3092048236

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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.