Evidence map›Paper›PMID 37494474›Full record

ArticleScience translational medicine2023

Pharmaco-proteogenomic characterization of liver cancer organoids for precision oncology.

Shuyi Ji, Li Feng, Zile Fu, Gaohua Wu, Yingcheng Wu, Youpei Lin, Dayun Lu, Yuanli Song, Peng Cui, Zijian Yang and 24 more

Open access · greenAbstract read
In one paragraph

Article in Science translational medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 80 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
80citing papers in PubMed, 3 pooled it
21.6field-weighted citation impact, top 1% 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

80 citing papers in PubMed, 3 syntheses or guidelines pooled it, 106 citations in OpenAlex.

  1. Pooled it
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  12. Biobanked Liver Organoids: A Roadmap for Precision Hepatology.BioEssays : news and reviews in molecular, cellular and developmental biology · 2026
    Review
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20 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

34 authors at 10 institutions in 3 countries.

Shuyi JiCenter for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai 201508, China.ORCID 0009-0002-5348-1234
Li FengInstitute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0009-0008-9650-1817
Zile FuDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.ORCID 0000-0001-7479-5772
Gaohua WuDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.ORCID 0009-0002-7092-3284
Yingcheng WuDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.ORCID 0000-0001-9473-546X
Youpei LinDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.ORCID 0000-0002-2914-2075
Dayun LuDepartment of Analytical Chemistry and CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China.
Yuanli SongDepartment of Analytical Chemistry and CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China.
Peng CuiBurning Rock Biotech, Shanghai 201114, China.ORCID 0000-0001-8465-4164
Zijian YangDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Chen SangDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.ORCID 0000-0003-2746-553X
Guohe SongDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Shangli CaiBurning Rock Biotech, Shanghai 201114, China.
Yuanchuang LiD1 Medical Technology, Shanghai 200235, China.
Hanqing LinD1 Medical Technology, Shanghai 200235, China.ORCID 0000-0001-9681-1016
Shu ZhangDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Xiaoying WangDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Shuangjian QiuDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Xiaoming ZhangKey Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0001-6732-9132
Guoqiang HuaDepartment of Radiation Oncology, and Cancer Institute, Fudan University Shanghai Cancer Center, Fudan University, Shanghai 200032, China.
Junqiang LiD1 Medical Technology, Shanghai 200235, China.ORCID 0000-0002-8705-839X
Jian ZhouDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Zhi DaiDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Xiangdong WangDepartment of Pulmonary and Critical Care Medicine, Zhongshan Hospital Institute for Clinical Science, Fudan University Shanghai Medical College, Shanghai 200032, China.ORCID 0000-0002-8406-7928
Li DingDepartment of Medicine, McDonnell Genome Institute, Siteman Cancer Center, Washington University, St. Louis, MO 63108, USA.
Pei WangDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, NewYork, NY 10029, USA.
Daming GaoState Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai 200031, China.
Bing ZhangLester and Sue Smith Breast Center, Department of Molecular and Human Genetics, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA.ORCID 0000-0001-8676-2425
Henry RodriguezOffice of Cancer Clinical Proteomics Research, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
Jia FanDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.
Hans CleversOncode Institute, Hubrecht Institute and University Medical Center Utrecht, Uppsalalaan 8, 3584CT Utrecht, Netherlands.ORCID 0000-0002-3077-5582
Hu ZhouDepartment of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai 200032, China.ORCID 0000-0001-7006-4737
Yidi SunInstitute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0002-4191-2917
Qiang GaoCenter for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai 201508, China.ORCID 0000-0002-6695-9906
Fudan University · CNChinese Academy of Sciences · CNShanghai Medical College of Fudan University · CNBurning Rock Biotech (China) · CNBaylor College of Medicine · USFudan University Shanghai Cancer Center · CNIcahn School of Medicine at Mount Sinai · USJames S. McDonnell Foundation · USNational Institutes of Health · USOncode Institute · NL

Funding

Proteogenomics-driven therapeutic discovery in hepatocellular carcinomaR01CA245903 · NCI · BAYLOR COLLEGE OF MEDICINE · PI ZHANG, BING · 2020 to 2024
$1.0M
NCI NIH HHS R01 CA245903
6 · The paper itself

Abstract

Organoid models have the potential to recapitulate the biological and pharmacotypic features of parental tumors. Nevertheless, integrative pharmaco-proteogenomics analysis for drug response features and biomarker investigation for precision therapy of patients with liver cancer are still lacking. We established a patient-derived liver cancer organoid biobank (LICOB) that comprehensively represents the histological and molecular characteristics of various liver cancer types as determined by multiomics profiling, including genomic, epigenomic, transcriptomic, and proteomic analysis. Proteogenomic profiling of LICOB identified proliferative and metabolic organoid subtypes linked to patient prognosis. High-throughput drug screening revealed distinct response patterns of each subtype that were associated with specific multiomics signatures. Through integrative analyses of LICOB pharmaco-proteogenomics data, we identified the molecular features associated with drug responses and predicted potential drug combinations for personalized patient treatment. The synergistic inhibition effect of mTOR inhibitor temsirolimus and the multitargeted tyrosine kinase inhibitor lenvatinib was validated in organoids and patient-derived xenografts models. We also provide a user-friendly web portal to help serve the biomedical research community. Our study is a rich resource for investigation of liver cancer biology and pharmacological dependencies and may help enable functional precision medicine.

Indexed as

Liver NeoplasmsProteogenomicsHumansOrganoidsPrecision MedicineProteomics

Identifiers

PMID37494474
PMCPMC10949980
OpenAlexW4385269955

What OpenQuestion holds

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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.