Expression landscape of epigenetic genes in human hepatocellular carcinoma

被引:0
作者
Castello-Uribe, Borja [1 ]
Lopez-Pascual, Amaya [1 ,2 ]
Elurbide, Jasmin [1 ,3 ]
Adan-Villaescusa, Elena [1 ]
Valbuena-Goiricelaya, Emiliana [1 ]
Martinez-Perez, Luz A. [1 ,6 ]
Uriarte, Iker [1 ,3 ]
Latasa, M. Ujue [1 ]
Sangro, Bruno [2 ,3 ,4 ,5 ]
Arechederra, Maria [1 ,2 ,3 ]
Berasain, Carmen [1 ,3 ]
Avila, Matias A. [1 ,2 ,3 ]
Fernandez-Barrena, Maite G. [1 ,2 ,3 ]
机构
[1] Univ Navarra, Solid Tumors Program, Hepatol Lab, CIMA, Pamplona, Spain
[2] Inst Invest Sanit Navarra IdiSNA, Pamplona, Spain
[3] Inst Salud Carlos III, CIBERehd, Madrid, Spain
[4] Univ Navarra, Liver Unit, CCUN, Pamplona, Spain
[5] Univ Navarra, HPB Oncol Area, CCUN, Pamplona, Spain
[6] Univ Guadalajara, Ctr Univ Altos CUAltos, Dept Hlth Sci, Guadalajara, Mexico
关键词
Hepatocellular carcinoma; Epigenetics; Gene expression; Oncofetal reprogramming; Immune landscape; MOLECULAR CLASSIFICATION; CANCER; LIVER; IMMUNE; PREDICTION; BIOMARKERS; CIRRHOSIS; THERAPIES; PROGNOSIS; PATHWAYS;
D O I
10.1007/s13105-025-01095-6
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Hepatocellular carcinoma (HCC) is the most common primary liver tumor, often arising in the context of chronic liver disease. Despite recent advances in systemic therapies, including the use of immune checkpoint inhibitors (ICIs), clinical outcomes remain suboptimal, with many patients exhibiting primary or acquired resistance. Accumulating evidence indicates that the dysregulation of epigenetic mechanisms contributes to HCC development, and may also play a crucial role in shaping the tumor immune microenvironment, influencing responses to treatments. In this study, we analyzed the expression profiles of a comprehensive set of epigenetic regulators across publicly available transcriptomic datasets of HCC and non-tumoral liver tissues. Our findings reveal a consistent dysregulation of key epigenetic modifiers, particularly those involved in DNA methylation and histone modification. Furthermore, our analysis underscores the need for a deeper understanding of the epigenetic landscape of HCC, as specific epigenetic patterns are directly associated with disease development, the major mutational, immune, and transcriptional subclasses of HCC, and patient clinical outcomes. Our study provides a foundation for integrating epigenetic biomarkers into patient stratification and therapeutic decision-making. A more comprehensive analysis of epigenetic alterations could pave the way for novel predictive markers and combination strategies that could enhance the efficacy of ICIs in HCC.
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页数:29
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共 161 条
[51]   Metabolism and epigenetics: drivers of tumor cell plasticity and treatment outcomes [J].
Gantner, Benjamin N. ;
Palma, Flavio R. ;
Pandkar, Madhura R. ;
Sakiyama, Marcelo J. ;
Arango, Daniel ;
Denicola, Gina M. ;
Gomes, Ana P. ;
Bonini, Marcelo G. .
TRENDS IN CANCER, 2024, 10 (11) :992-1008
[52]   Next-generation characterization of the Cancer Cell Line Encyclopedia [J].
Ghandi, Mahmoud ;
Huang, Franklin W. ;
Jane-Valbuena, Judit ;
Kryukov, Gregory V. ;
Lo, Christopher C. ;
McDonald, E. Robert, III ;
Barretina, Jordi ;
Gelfand, Ellen T. ;
Bielski, Craig M. ;
Li, Haoxin ;
Hu, Kevin ;
Andreev-Drakhlin, Alexander Y. ;
Kim, Jaegil ;
Hess, Julian M. ;
Haas, Brian J. ;
Aguet, Francois ;
Weir, Barbara A. ;
Rothberg, Michael V. ;
Paolella, Brenton R. ;
Lawrence, Michael S. ;
Akbani, Rehan ;
Lu, Yiling ;
Tiv, Hong L. ;
Gokhale, Prafulla C. ;
De Weck, Antoine ;
Mansour, Ali Amin ;
Oh, Coyin ;
Shih, Juliann ;
Hadi, Kevin ;
Rosen, Yanay ;
Bistline, Jonathan ;
Venkatesan, Kavitha ;
Reddy, Anupama ;
Sonkin, Dmitriy ;
Liu, Manway ;
Lehar, Joseph ;
Korn, Joshua M. ;
Porter, Dale A. ;
Jones, Michael D. ;
Golji, Javad ;
Caponigro, Giordano ;
Taylor, Jordan E. ;
Dunning, Caitlin M. ;
Creech, Amanda L. ;
Warren, Allison C. ;
McFarland, James M. ;
Zamanighomi, Mahdi ;
Kauffmann, Audrey ;
Stransky, Nicolas ;
Imielinski, Marcin .
NATURE, 2019, 569 (7757) :503-+
[53]   Mutational Landscape and Precision Medicine in Hepatocellular Carcinoma [J].
Gorji, Leva ;
Brown, Zachary J. ;
Pawlik, Timothy M. .
CANCERS, 2023, 15 (17)
[54]   Complex heatmaps reveal patterns and correlations in multidimensional genomic data [J].
Gu, Zuguang ;
Eils, Roland ;
Schlesner, Matthias .
BIOINFORMATICS, 2016, 32 (18) :2847-2849
[55]   High expression of SMARCA4 or SMARCA2 is frequently associated with an opposite prognosis in cancer [J].
Guerrero-Martinez, Jose A. ;
Reyes, Jose C. .
SCIENTIFIC REPORTS, 2018, 8
[56]   Progressive loss of hepatocyte nuclear factor 4 alpha activity in chronic liver diseases in humans [J].
Gunewardena, Sumedha ;
Huck, Ian ;
Walesky, Chad ;
Robarts, Dakota ;
Weinman, Steven ;
Apte, Udayan .
HEPATOLOGY, 2022, 76 (02) :372-386
[57]   Molecular Markers of Response to Anti-PD1 Therapy in Advanced Hepatocellular Carcinoma [J].
Haber, Philipp K. ;
Castet, Florian ;
Torres-Martin, Miguel ;
Andreu-Oller, Carmen ;
Puigvehi, Marc ;
Miho, Maeda ;
Radu, Pompilia ;
Dufour, Jean-Francois ;
Verslype, Chris ;
Zimpel, Carolin ;
Marquardt, Jens U. ;
Galle, Peter R. ;
Vogel, Arndt ;
Bathon, Melanie ;
Meyer, Tim ;
Labgaa, Ismail ;
Digklia, Antonia ;
Roberts, Lewis R. ;
Ali, Mohamed A. Mohamed ;
Minguez, Beatriz ;
Citterio, Davide ;
Mazzaferro, Vincenzo ;
Finkelmeier, Fabian ;
Trojan, Joerg ;
Ozdirik, Burcin ;
Mueller, Tobias ;
Schmelzle, Moritz ;
Bejjani, Anthony ;
Sung, Max W. ;
Schwartz, Myron E. ;
Finn, Richard S. ;
Thung, Swan ;
Villanueva, Augusto ;
Sia, Daniela ;
Llovet, Josep M. .
GASTROENTEROLOGY, 2023, 164 (01) :72-88.e18
[58]   Hallmarks of Cancer: New Dimensions [J].
Hanahan, Douglas .
CANCER DISCOVERY, 2022, 12 (01) :31-46
[59]   Dictionary learning for integrative, multimodal and scalable single-cell analysis [J].
Hao, Yuhan ;
Stuart, Tim ;
Kowalski, Madeline H. H. ;
Choudhary, Saket ;
Hoffman, Paul ;
Hartman, Austin ;
Srivastava, Avi ;
Molla, Gesmira ;
Madad, Shaista ;
Fernandez-Granda, Carlos ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2024, 42 (02) :293-304
[60]   Prospective Genotyping of Hepatocellular Carcinoma: Clinical Implications of Next-Generation Sequencing for Matching Patients to Targeted and Immune Therapies [J].
Harding, James J. ;
Nandakumar, Subhiksha ;
Armenia, Joshua ;
Khalil, Danny N. ;
Albano, Melanie ;
Ly, Michele ;
Shia, Jinru ;
Hechtman, Jaclyn F. ;
Kundra, Ritika ;
El Dika, Imane ;
Do, Richard K. ;
Sun, Yichao ;
Kingham, T. Peter ;
D'Angelica, Michael I. ;
Berger, Michael F. ;
Hyman, David M. ;
Jarnagin, William ;
Klimstra, David S. ;
Janjigian, Yelena Y. ;
Solit, David B. ;
Schultz, Nikolaus ;
Abou-Alfa, Ghassan K. .
CLINICAL CANCER RESEARCH, 2019, 25 (07) :2116-2126