Pharmaco-proteogenomic characterization of liver cancer organoids for precision oncology.
Journal
Science translational medicine
ISSN: 1946-6242
Titre abrégé: Sci Transl Med
Pays: United States
ID NLM: 101505086
Informations de publication
Date de publication:
26 07 2023
26 07 2023
Historique:
medline:
28
7
2023
pubmed:
26
7
2023
entrez:
26
7
2023
Statut:
ppublish
Résumé
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.
Identifiants
pubmed: 37494474
doi: 10.1126/scitranslmed.adg3358
pmc: PMC10949980
mid: NIHMS1969891
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
eadg3358Subventions
Organisme : NCI NIH HHS
ID : R01 CA245903
Pays : United States
Références
Bioinformatics. 2014 Aug 1;30(15):2114-20
pubmed: 24695404
Cancer Cell. 2019 Aug 12;36(2):179-193.e11
pubmed: 31378681
J Biol Chem. 2000 Apr 14;275(15):10772-8
pubmed: 10753869
Exp Mol Med. 2018 Jan 5;50(1):e416
pubmed: 29303512
Nature. 2021 Jul;595(7869):730-734
pubmed: 34290403
Oncogene. 2019 Feb;38(6):896-912
pubmed: 30181549
Lancet Oncol. 2018 May;19(5):682-693
pubmed: 29625879
Cell. 2016 Jul 28;166(3):740-754
pubmed: 27397505
Cell Oncol (Dordr). 2022 Oct;45(5):1019-1036
pubmed: 36036881
Proc Natl Acad Sci U S A. 2020 Jun 2;117(22):12359-12367
pubmed: 32404422
Cell. 2021 Apr 1;184(7):1661-1670
pubmed: 33798439
BMC Cancer. 2017 Oct 24;17(1):698
pubmed: 29065900
Trends Biochem Sci. 2014 Aug;39(8):347-54
pubmed: 25037503
Pharmazie. 2018 Apr 2;73(4):218-222
pubmed: 29609689
Cancer Cell. 2018 Jul 9;34(1):21-43
pubmed: 29731393
Biomed J. 2021 Jun;44(3):285-292
pubmed: 33097441
Adv Sci (Weinh). 2021 Jun;8(11):e2003897
pubmed: 34105295
Cancer Cell. 2020 Nov 9;38(5):672-684.e6
pubmed: 33096023
Nat Methods. 2016 Jun;13(6):521-7
pubmed: 27135972
Nat Rev Gastroenterol Hepatol. 2020 Sep;17(9):557-588
pubmed: 32606456
Gastroenterology. 2019 Sep;157(3):760-776
pubmed: 31063779
Cancer Res. 2008 Aug 15;68(16):6779-88
pubmed: 18701503
Nature. 2019 Mar;567(7747):257-261
pubmed: 30814741
Signal Transduct Target Ther. 2020 Oct 7;5(1):231
pubmed: 33028807
CA Cancer J Clin. 2021 May;71(3):209-249
pubmed: 33538338
Exp Ther Med. 2022 Mar;23(3):209
pubmed: 35126712
Nat Rev Clin Oncol. 2017 May;14(5):317-323
pubmed: 28169302
Cancer Cell. 2020 Dec 14;38(6):829-843.e4
pubmed: 33157050
Cancer Cell. 2021 Sep 13;39(9):1190-1201
pubmed: 34416168
Br J Cancer. 2014 Mar 4;110(5):1307-15
pubmed: 24518591
Nat Chem Biol. 2020 Jul;16(7):731-739
pubmed: 32393898
Cancer Cell. 2022 Jan 10;40(1):70-87.e15
pubmed: 34971568
Cancer Res. 2009 Sep 15;69(18):7385-92
pubmed: 19723656
Theranostics. 2021 Mar 11;11(11):5232-5247
pubmed: 33859744
Sci Rep. 2022 May 14;12(1):8007
pubmed: 35568782
Mol Cell Proteomics. 2011 Aug;10(8):M110.003699
pubmed: 21586754
J Biol Chem. 2014 Jun 27;289(26):18603-13
pubmed: 24811175
Cell. 2019 Oct 3;179(2):561-577.e22
pubmed: 31585088
Nat Commun. 2017 Jun 01;8:15599
pubmed: 28569836
Cell Rep. 2018 Jul 31;24(5):1363-1376
pubmed: 30067989
Nat Rev Cancer. 2018 Jul;18(7):407-418
pubmed: 29692415
Nucleic Acids Res. 2013 Jan;41(Database issue):D955-61
pubmed: 23180760
JCI Insight. 2019 Jan 24;4(2):
pubmed: 30674722
Clin Cancer Res. 2008 Mar 1;14(5):1286-90
pubmed: 18316545
Nature. 2022 Mar;603(7899):166-173
pubmed: 35197630
Sci Rep. 2014 May 15;4:4980
pubmed: 24828152
Cell Biosci. 2020 Aug 06;10:95
pubmed: 32782783
Nat Methods. 2009 May;6(5):359-62
pubmed: 19377485
Cancer Cell. 2012 Jul 10;22(1):66-79
pubmed: 22789539
Lancet Oncol. 2013 Jan;14(1):55-63
pubmed: 23182627
Clin Cancer Res. 2012 Sep 15;18(18):4997-5007
pubmed: 22811581
Phenomics. 2021 Aug 6;1(4):171-185
pubmed: 36939789
Science. 2019 Jun 07;364(6444):952-955
pubmed: 31171691
Cancer Sci. 2020 Oct;111(10):3759-3769
pubmed: 32716114
Nat Rev Dis Primers. 2021 Jan 21;7(1):6
pubmed: 33479224
Nat Med. 2017 Dec;23(12):1424-1435
pubmed: 29131160