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Modelling hepatocellular carcinoma microenvironment phenotype to evaluate drug efficacy.

作者信息

Cherradi Sara, Roux Salomé, Dupuy Marie, Tabone-Eglinger Séverine, Tuaillon Edouard, Ziol Marianne, Assenat Eric, Duong Hong Tuan

机构信息

PredictCan Biotechnologies SAS, Biopôle Euromédecine, Grabels, France.

Service d'Oncologie Médicale, Hôpital Saint Eloi, Centre Hospitalier Universitaire de Montpellier, Montpellier, France.

出版信息

Sci Rep. 2025 Jan 7;15(1):1179. doi: 10.1038/s41598-024-84304-4.


DOI:10.1038/s41598-024-84304-4
PMID:39774014
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11706984/
Abstract

Hepatocellular carcinoma (HCC) is the third most common cause of cancer-related death worldwide. Treating HCC is challenging because of the poor drug effectiveness and the lack of tools to predict patient responses. To resolve these issues, we established a patient-centric spheroid model using HepG2, TWNT-1, and THP-1 co-culture, that mimics HCC phenotype. We developed a target-independent cell killing (TICK) exclusion strategy to monitor the therapeutic response. We demonstrated that our model reproduced the Barcelona Clinic Liver Cancer (BCLC) molecular classification, displayed known alterations of epigenetic players, and responded to tyrosine kinase inhibitors (TKIs) such as sorafenib, cabozantinib, and lenvatinib in a patient-dependent manner. Importantly, we reported for the first time that our model correctly predicted 34 clinical outcomes to TKIs out of 37 case studies on 32 HCC patients confirming that patient-centric spheroids, combined with our TICK exclusion strategy, are valuable models for drug discovery and opening a near perspective to personalized care.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/980a88954e5a/41598_2024_84304_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/3db4dcf27648/41598_2024_84304_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/e885a6c3a865/41598_2024_84304_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/cbf9bb15fa18/41598_2024_84304_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/45baa3ae70b4/41598_2024_84304_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/980a88954e5a/41598_2024_84304_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/3db4dcf27648/41598_2024_84304_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/e885a6c3a865/41598_2024_84304_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/cbf9bb15fa18/41598_2024_84304_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/45baa3ae70b4/41598_2024_84304_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbd7/11706984/980a88954e5a/41598_2024_84304_Fig5_HTML.jpg

相似文献

[1]
Modelling hepatocellular carcinoma microenvironment phenotype to evaluate drug efficacy.

Sci Rep. 2025-1-7

[2]
Differential effectiveness of tyrosine kinase inhibitors in 2D/3D culture according to cell differentiation, p53 status and mitochondrial respiration in liver cancer cells.

Cell Death Dis. 2020-5-7

[3]
Tyrosine Kinase Inhibitors and Hepatocellular Carcinoma.

Clin Liver Dis. 2020-11

[4]
ST6GAL1 Is a Novel Serum Biomarker for Lenvatinib-Susceptible FGF19-Driven Hepatocellular Carcinoma.

Clin Cancer Res. 2021-2-15

[5]
Lenvatinib: a potential breakthrough in advanced hepatocellular carcinoma?

Future Oncol. 2016-1-20

[6]
Lenvatinib and its use in the treatment of unresectable hepatocellular carcinoma.

Future Oncol. 2018-5-22

[7]
Review article: systemic treatment of hepatocellular carcinoma.

Aliment Pharmacol Ther. 2018-7-23

[8]
Molecular therapies for HCC: Looking outside the box.

J Hepatol. 2020-2

[9]
New insights into the mechanism of resistance to lenvatinib and strategies for lenvatinib sensitization in hepatocellular carcinoma.

Drug Discov Today. 2024-8

[10]
Pharmacogenetics of the systemic treatment in advanced hepatocellular carcinoma.

World J Gastroenterol. 2019-8-7

引用本文的文献

[1]
Large language models for clinical decision support in gastroenterology and hepatology.

Nat Rev Gastroenterol Hepatol. 2025-8-22

本文引用的文献

[1]
Uncovering the mechanism of troglitazone-mediated idiosyncratic drug-induced liver injury with individual-centric models.

Arch Toxicol. 2024-11

[2]
Mechanisms of Sorafenib Resistance in HCC Culture Relate to the Impaired Membrane Expression of Organic Cation Transporter 1 (OCT1).

J Hepatocell Carcinoma. 2024-5-9

[3]
Exploiting the predictive power of educated spheroids to detect immune-mediated idiosyncratic drug-induced liver injury: the case of troglitazone.

Front Pharmacol. 2024-4-10

[4]
Challenging the high-dose paradigm for cancer drugs.

Nature. 2022-12-14

[5]
Evolving therapeutic landscape of advanced hepatocellular carcinoma.

Nat Rev Gastroenterol Hepatol. 2023-4

[6]
Patient-derived tumor organoids for personalized medicine in a patient with rare hepatocellular carcinoma with neuroendocrine differentiation: a case report.

Commun Med (Lond). 2022-7-1

[7]
BCLC strategy for prognosis prediction and treatment recommendation: The 2022 update.

J Hepatol. 2022-3

[8]
Improving Outcomes of Tyrosine Kinase Inhibitors in Hepatocellular Carcinoma: New Data and Ongoing Trials.

Front Oncol. 2021-10-11

[9]
A human liver cell-based system modeling a clinical prognostic liver signature for therapeutic discovery.

Nat Commun. 2021-9-17

[10]
Epigenetics in hepatocellular carcinoma.

Semin Cancer Biol. 2022-11

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