Priming therapy by targeting enhancer-initiated pathways in patient-derived pancreatic cancer cells

被引:3
作者
Fraunhoffer, Nicolas A. [1 ,2 ,3 ]
Vega, Aura I. Moreno [4 ]
Abuelafia, Anala Meilerman [1 ]
Morvan, Marie [5 ]
Lebarbier, Emilie [5 ,6 ]
Mary-Huard, Tristan [6 ]
Zimmermann, Michael [7 ,8 ]
Lomberk, Gwen [7 ,8 ]
Urrutia, Raul [7 ,8 ]
Dusetti, Nelson
Blum, Yuna [9 ]
Nicolle, Remy [10 ]
Iovanna, Juan [1 ,11 ,12 ]
机构
[1] Aix Marseille Univ, Ctr Rech Cancerol Marseille CRCM, INSERM U1068,Inst Paoli Calmettes, CNRS UMR 7258, Marseille, France
[2] Univ Buenos Aires, Fac Med, Ctr Estudios Farmacol & Bot CEFYBO, Consejo Nacl Invest Cient & Tecn, Buenos Aires, Argentina
[3] Univ Buenos Aires, Fac Med, Dept Microbiol, Parasitol Inmunol, Buenos Aires, Argentina
[4] French League Canc, Tumour Ident Card Program CIT, Paris, France
[5] Univ Paris Nanterre, Lab ModalX UMR 9023, Nanterre, France
[6] Univ Paris Saclay, AgroParisTech, INRAE, UMR MIA Paris Saclay, F-91120 Palaiseau, France
[7] Med Coll Wisconsin, Genom & Precis Med Ctr GSPMC, Milwaukee, WI USA
[8] Med Coll Wisconsin, Dept Surg, Div Res, Milwaukee, WI USA
[9] Univ Rennes, CNRS, INSERM, ERL U1305, Rennes, France
[10] Univ Paris Cite, Ctr Rech Inflammat CRI, INSERM, U1149, F-75018 Paris, France
[11] Hosp Alta Complej Cruce, Florencio Varela, Argentina
[12] Univ Arturo Jauretche, Florencio Varela, Argentina
来源
EBIOMEDICINE | 2023年 / 92卷
关键词
PDAC; Epidrugs; Transcriptome; Priming chemotherapies; METHYLATION; GEMCITABINE;
D O I
10.1016/j.ebiom.2023.104602
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Systems biology leveraging multi-OMICs technologies, is rapidly advancing development of precision therapies and matching patients to targeted therapies, leading to improved responses. A new pillar of precision oncology lies in the power of chemogenomics to discover drugs that sensitizes malignant cells to other therapies. Here, we test a chemogenomic approach using epigenomic inhibitors (epidrugs) to reset patterns of gene expression driving the malignant behavior of pancreatic tumors. Methods We tested a targeted library of ten epidrugs targeting regulators of enhancers and super-enhancers on reprogramming gene expression networks in seventeen patient-derived primary pancreatic cancer cell cultures (PDPCCs), of both basal and classical subtypes. We subsequently evaluated the ability of these epidrugs to sensitize pancreatic cancer cells to five chemotherapeutic drugs that are clinically used for this malignancy. Findings To comprehend the impact of epidrug priming at the molecular level, we evaluated the effect of each epidrugs at the transcriptomic level of PDPCCs. The activating epidrugs showed a higher number of upregulated genes than the repressive epidrugs (chi(2) test p-value <0.01). Furthermore, we developed a classifier using the baseline transcriptome of epidrug-primed-chemosensitized PDPCCs to predict the best epidrug-priming regime to a given chemotherapy. Six signatures with a significant association with the chemosensitization centroid (R <= -0.80; p-value < 0.01) were identified and validated in a subset of PDPCCs. Interpretation We conclude that targeting enhancer-initiated pathways in patient-derived primary cells, represents a promising approach for developing new therapies for human pancreatic cancer. Copyright (c) 2023 The Author(s). Published by Elsevier B.V.
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页数:15
相关论文
共 29 条
[1]   Molecular Mechanisms Involved in the Synergistic Interaction of the EZH2 Inhibitor 3-Deazaneplanocin A with Gemcitabine in Pancreatic Cancer Cells [J].
Avan, Amir ;
Crea, Francesco ;
Paolicchi, Elisa ;
Funel, Niccola ;
Galvani, Elena ;
Marquez, Victor E. ;
Honeywell, Richard J. ;
Danesi, Romano ;
Peters, Godefridus J. ;
Giovannetti, Elisa .
MOLECULAR CANCER THERAPEUTICS, 2012, 11 (08) :1735-1746
[2]   Non-histone protein methylation as a regulator of cellular signalling and function [J].
Biggar, Kyle K. ;
Li, Shawn S. -C. .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2015, 16 (01) :5-17
[3]   The toxicity of poisons applied jointly [J].
Bliss, CI .
ANNALS OF APPLIED BIOLOGY, 1939, 26 (03) :585-615
[4]   Nonhistone targets of KAT2A and KAT2B implicated in cancer biology [J].
Bondy-Chorney, Emma ;
Denoncourt, Alix ;
Sai, Yuka ;
Downey, Michael .
BIOCHEMISTRY AND CELL BIOLOGY, 2019, 97 (01) :30-45
[5]   European cancer mortality predictions for the year 2021 with focus on pancreatic and female lung cancer [J].
Carioli, G. ;
Malvezzi, M. ;
Bertuccio, P. ;
Boffetta, P. ;
Levi, F. ;
La Vecchia, C. ;
Negri, E. .
ANNALS OF ONCOLOGY, 2021, 32 (04) :478-487
[6]   Targeting epigenetic regulators for cancer therapy: mechanisms and advances in clinical trials [J].
Cheng, Yuan ;
He, Cai ;
Wang, Manni ;
Ma, Xuelei ;
Mo, Fei ;
Yang, Shengyong ;
Han, Junhong ;
Wei, Xiawei .
SIGNAL TRANSDUCTION AND TARGETED THERAPY, 2019, 4 (1)
[7]   Multi-omics data integration and modeling unravels new mechanisms for pancreatic cancer and improves prognostic prediction [J].
Fraunhoffer, Nicolas A. ;
Abuelafia, Analia Meilerman ;
Bigonnet, Martin ;
Gayet, Odile ;
Roques, Julie ;
Nicolle, Remy ;
Lomberk, Gwen ;
Urrutia, Raul ;
Dusetti, Nelson ;
Iovanna, Juan .
NPJ PRECISION ONCOLOGY, 2022, 6 (01)
[8]   Altering cancer transcriptomes using epigenomic inhibitors [J].
Gaddis, Malaina ;
Gerrard, Diana ;
Frietze, Seth ;
Farnham, Peggy J. .
EPIGENETICS & CHROMATIN, 2015, 8
[9]   Disruption of Broad Epigenetic Domains in PDAC Cells by HAT Inhibitors [J].
Gerrard, Diana L. ;
Boyd, Joseph R. ;
Stein, Gary S. ;
Jin, Victor X. ;
Frietze, Seth .
EPIGENOMES, 2019, 3 (02)
[10]   Histone Deacetylase Inhibitors Stimulate Histone H3 Lysine 4 Methylation in Part Via Transcriptional Repression of Histone H3 Lysine 4 Demethylases [J].
Huang, Po-Hsien ;
Chen, Chun-Han ;
Chou, Chih-Chien ;
Sargeant, Aaron M. ;
Kulp, Samuel K. ;
Teng, Che-Ming ;
Byrd, John C. ;
Chen, Ching-Shih .
MOLECULAR PHARMACOLOGY, 2011, 79 (01) :197-206