Crosstalk Between Cis-Regulatory Elements and Metabolism Reprogramming in Hepatocellular Carcinoma
Simple Summary
Abstract
1. Introduction
2. The Cis-Regulatory Elements in Hepatocellular Carcinoma
2.1. Definition and Identification of CREs
2.2. The Role of CREs in HCC
2.2.1. Promoter Methylation Is Closely Associated with HCC Progression
2.2.2. The Oncogenic Role of Enhancers in HCC
2.2.3. Disruption of Silencers and Insulators in HCC
2.2.4. Three-Dimensional Genome Disorganization and Chromatin Dynamics in HCC
2.3. Somatic Mutations Alter CRE Activity in Cancer
2.4. Defining and Validating CREs Through Integrated Multi-Omics
3. Cis-Regulatory Elements as Key Modulators of Metabolic Reprogramming in HCC
3.1. CREs in the Regulation of Glucose Metabolism
3.2. CREs in the Regulation of Lipid Metabolism
3.3. CREs in the Regulation of Amino Acid Metabolism
4. Metabolic State Modulates CREs Activity
4.1. Substrate and Cofactor Availability of Chromatin Modifiers
4.1.1. S-Adenosylmethionine (SAM)
4.1.2. Acetyl-CoA
4.1.3. NAD+
4.1.4. α-Ketoglutarate
4.2. Oncometabolites Hijack CRE Regulation
4.2.1. 2-Hydroxyglutarate (2-HG)
4.2.2. Succinate and Fumarate
4.2.3. Lactate
4.2.4. Other Oncometabolites
4.3. Nutrition Reprograms CRE Activity in HCC
4.4. Chromatin Architecture Dynamics Under Metabolic Stress
5. The Bidirectional Crosstalk Between Metabolism and CRE Activity
5.1. Glucose–Acetyl-CoA–MYC Loop
5.2. MAT1A Silencing–SAM Depletion–Hypomethylation Loop
5.3. NAD+ Depletion–SIRT6 Loss–Warburg CRE Activation Loop
6. Therapeutic Strategies for Targeting Oncogenic Cis-Regulatory Elements
6.1. Therapeutic Strategies Targeting DNA Methylation
6.2. Therapeutic Strategies Targeting the Epigenetic Modification of CREs
6.3. Therapeutic Strategies Targeting CRE Activation and Transcriptional Machinery
6.4. Therapeutic Strategies Targeting the 3D Genomic Architecture
6.5. Metabolic–Epigenetic Combination Therapies
6.6. Current Challenges of CRE-Targeted Therapies
7. Conclusions, Challenges and Future Perspectives
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Siegel, R.L.; Kratzer, T.B.; Giaquinto, A.N.; Sung, H.; Jemal, A. Cancer statistics, 2025. CA Cancer J. Clin. 2025, 75, 10–45. [Google Scholar] [CrossRef]
- Fujiwara, N.; Friedman, S.L.; Goossens, N.; Hoshida, Y. Risk factors and prevention of hepatocellular carcinoma in the era of precision medicine. J. Hepatol. 2018, 68, 526–549. [Google Scholar] [CrossRef]
- Singal, A.G.; Kanwal, F.; Llovet, J.M. Global trends in hepatocellular carcinoma epidemiology: Implications for screening, prevention and therapy. Nat. Rev. Clin. Oncol. 2023, 20, 864–884. [Google Scholar] [CrossRef]
- Llovet, J.M.; Kelley, R.K.; Villanueva, A.; Singal, A.G.; Pikarsky, E.; Roayaie, S.; Lencioni, R.; Koike, K.; Zucman-Rossi, J.; Finn, R.S. Hepatocellular carcinoma. Nat. Rev. Dis. Primers 2021, 7, 6. [Google Scholar] [CrossRef]
- Mauro, E.; de Castro, T.; Zeitlhoefler, M.; Sung, M.W.; Villanueva, A.; Mazzaferro, V.; Llovet, J.M. Hepatocellular carcinoma: Epidemiology, diagnosis and treatment. JHEP Rep. 2025, 7, 101571. [Google Scholar] [CrossRef]
- Bueloni, B.; Barrena, M.G.F.d.; Avila, M.A.; Bayo, J.; Mazzolini, G. Epigenetic mechanisms involved in hepatocellular carcinoma development and progression. eGastroenterology 2025, 3, e100186. [Google Scholar] [CrossRef]
- Fernandez-Barrena, M.G.; Arechederra, M.; Colyn, L.; Berasain, C.; Avila, M.A. Epigenetics in hepatocellular carcinoma development and therapy: The tip of the iceberg. JHEP Rep. 2020, 2, 100167. [Google Scholar] [CrossRef]
- Lin, H.Y.; Jeon, A.J.; Chen, K.; Lee, C.J.M.; Wu, L.; Chong, S.L.; Anene-Nzelu, C.G.; Foo, R.S.; Chow, P.K. The epigenetic basis of hepatocellular carcinoma-mechanisms and potential directions for biomarkers and therapeutics. Br. J. Cancer 2025, 132, 869–887. [Google Scholar] [CrossRef]
- Lin, J.; Rao, D.; Zhang, M.; Gao, Q. Metabolic reprogramming in the tumor microenvironment of liver cancer. J. Hematol. Oncol. 2024, 17, 6. [Google Scholar] [CrossRef]
- Park, S.; Hall, M.N. Metabolic reprogramming in hepatocellular carcinoma: Mechanisms and therapeutic implications. Exp. Mol. Med. 2025, 57, 515–523. [Google Scholar] [CrossRef]
- Ge, T.; Gu, X.; Jia, R.; Ge, S.; Chai, P.; Zhuang, A.; Fan, X. Crosstalk between metabolic reprogramming and epigenetics in cancer: Updates on mechanisms and therapeutic opportunities. Cancer Commun. 2022, 42, 1049–1082. [Google Scholar] [CrossRef]
- Li, A.; Wang, R.; Zhao, Y.; Zhao, P.; Yang, J. Crosstalk between Epigenetics and Metabolic Reprogramming in Metabolic Dysfunction-Associated Steatotic Liver Disease-Induced Hepatocellular Carcinoma: A New Sight. Metabolites 2024, 14, 325. [Google Scholar] [CrossRef]
- Gu, Y.; Ding, C.; Yu, T.; Liu, B.; Tang, W.; Wang, Z.; Tang, X.; Liang, G.; Peng, J.; Zhang, X.; et al. SIRT7 promotes Hippo/YAP activation and cancer cell proliferation in hepatocellular carcinoma via suppressing MST1. Cancer Sci. 2024, 115, 1209–1223. [Google Scholar] [CrossRef]
- Peng, J.Y.; Cai, D.K.; Zeng, R.L.; Zhang, C.Y.; Li, G.C.; Chen, S.F.; Yuan, X.Q.; Peng, L. Upregulation of Superenhancer-Driven LncRNA FASRL by USF1 Promotes De Novo Fatty Acid Biosynthesis to Exacerbate Hepatocellular Carcinoma. Adv. Sci. 2022, 10, e2204711. [Google Scholar] [CrossRef]
- Wu, F.; Xu, L.; Tu, Y.; Cheung, O.K.; Szeto, L.L.; Mok, M.T.; Yang, W.; Kang, W.; Cao, Q.; Lai, P.B.; et al. Sirtuin 7 super-enhancer drives epigenomic reprogramming in hepatocarcinogenesis. Cancer Lett. 2022, 525, 115–130. [Google Scholar] [CrossRef]
- Guo, S.; Zhang, L.; Ren, J.; Lu, Z.; Ma, X.; Liu, X.; Jin, H.; Li, J. The roles of enhancer, especially super-enhancer-driven genes in tumor metabolism and immunity. Int. J. Biol. Macromol. 2025, 308, 142414. [Google Scholar] [CrossRef]
- Pan, J.J.; Xie, S.Z.; Zheng, X.; Xu, J.F.; Xu, H.; Yin, R.Q.; Luo, Y.L.; Shen, L.; Chen, Z.R.; Chen, Y.R.; et al. Acetyl-CoA metabolic accumulation promotes hepatocellular carcinoma metastasis via enhancing CXCL1-dependent infiltration of tumor-associated neutrophils. Cancer Lett. 2024, 592, 216903. [Google Scholar] [CrossRef]
- Lu, S.C.; Ramani, K.; Ou, X.; Lin, M.; Yu, V.; Ko, K.; Park, R.; Bottiglieri, T.; Tsukamoto, H.; Kanel, G.; et al. S-adenosylmethionine in the chemoprevention and treatment of hepatocellular carcinoma in a rat model. Hepatology 2009, 50, 462–471. [Google Scholar] [CrossRef]
- Stoyanov, E.; Mizrahi, L.; Olam, D.; Schnitzer-Perlman, T.; Galun, E.; Goldenberg, D.S. Tumor-suppressive effect of S-adenosylmethionine supplementation in a murine model of inflammation-mediated hepatocarcinogenesis is dependent on treatment longevity. Oncotarget 2017, 8, 104772–104784. [Google Scholar] [CrossRef]
- Choi, S.K.; Kim, M.J.; You, J.S. alphaKG-induced oxidative stress and mTOR inhibition as a therapeutic strategy for liver cancer. Med. Oncol. 2025, 42, 105. [Google Scholar] [CrossRef]
- Pang, N.; Hu, Q.; Zhou, Y.; Xiao, Y.; Li, W.; Ding, Y.; Chen, Y.; Ye, M.; Pei, L.; Li, Q.; et al. Nicotinamide Adenine Dinucleotide Precursor Suppresses Hepatocellular Cancer Progression in Mice. Nutrients 2023, 15, 1447. [Google Scholar] [CrossRef]
- Sun, Q.; Shen, M.; Zhu, S.; Liao, Y.; Zhang, D.; Sun, J.; Guo, Z.; Wu, L.; Xiao, L.; Liu, L. Targeting NAD+ metabolism of hepatocellular carcinoma cells by lenvatinib promotes M2 macrophages reverse polarization, suppressing the HCC progression. Hepatol. Int. 2023, 17, 1444–1460. [Google Scholar] [CrossRef]
- Feng, Y.; Wang, P.; Cai, L.; Zhan, M.; He, F.; Wang, J.; Li, Y.; Gega, E.; Zhang, W.; Zhao, W.; et al. 3D-Epigenomic Regulation of Gene Transcription in Hepatocellular Carcinoma. Adv. Genet. 2022, 3, 2100010. [Google Scholar] [CrossRef]
- Chen, L.; Li, J.; Yuan, R.; Wang, Y.; Zhang, J.; Lin, Y.; Wang, L.; Zhu, X.; Zhu, W.; Bai, J.; et al. Dynamic 3D genome reorganization during development and metabolic stress of the porcine liver. Cell Discov. 2022, 8, 56. [Google Scholar] [CrossRef]
- Yang, H.; Li, J.; Niu, Y.; Zhou, T.; Zhang, P.; Liu, Y.; Li, Y. Interactions between the metabolic reprogramming of liver cancer and tumor microenvironment. Front. Immunol. 2025, 16, 1494788. [Google Scholar] [CrossRef]
- Kim, S.; Wysocka, J. Deciphering the multi-scale, quantitative cis-regulatory code. Mol. Cell 2023, 83, 373–392. [Google Scholar] [CrossRef]
- Ong, C.T.; Corces, V.G. Enhancer function: New insights into the regulation of tissue-specific gene expression. Nat. Rev. Genet. 2011, 12, 283–293. [Google Scholar] [CrossRef]
- Pang, B.; van Weerd, J.H.; Hamoen, F.L.; Snyder, M.P. Identification of non-coding silencer elements and their regulation of gene expression. Nat. Rev. Mol. Cell Biol. 2023, 24, 383–395. [Google Scholar] [CrossRef]
- Dsilva, G.J.; Galande, S. From sequence to consequence: Deciphering the complex cisregulatory landscape. J. Biosci. 2024, 49, 46. [Google Scholar] [CrossRef]
- Wittkopp, P.J.; Kalay, G. Cis-regulatory elements: Molecular mechanisms and evolutionary processes underlying divergence. Nat. Rev. Genet. 2011, 13, 59–69. [Google Scholar] [CrossRef]
- Moore, J.E.; Pratt, H.E.; Fan, K.; Phalke, N.; Fisher, J.; Elhajjajy, S.I.; Andrews, G.; Gao, M.; Shedd, N.; Fu, Y.; et al. An expanded registry of candidate cis-regulatory elements. Nature 2026, 1–10. [Google Scholar] [CrossRef]
- The ENCODE Project Consortium; Moore, J.E.; Purcaro, M.J.; Pratt, H.E.; Epstein, C.B.; Shoresh, N.; Adrian, J.; Kawli, T.; Davis, C.A.; Dobin, A.; et al. Expanded encyclopaedias of DNA elements in the human and mouse genomes. Nature 2020, 583, 699–710. [Google Scholar] [CrossRef]
- Maston, G.A.; Evans, S.K.; Green, M.R. Transcriptional regulatory elements in the human genome. Annu. Rev. Genomics Hum. Genet. 2006, 7, 29–59. [Google Scholar] [CrossRef]
- Kim, T.H.; Barrera, L.O.; Zheng, M.; Qu, C.; Singer, M.A.; Richmond, T.A.; Wu, Y.; Green, R.D.; Ren, B. A high-resolution map of active promoters in the human genome. Nature 2005, 436, 876–880. [Google Scholar] [CrossRef]
- Cooper, S.J.; Trinklein, N.D.; Anton, E.D.; Nguyen, L.; Myers, R.M. Comprehensive analysis of transcriptional promoter structure and function in 1% of the human genome. Genome Res. 2006, 16, 1–10. [Google Scholar] [CrossRef]
- Baylin, S.B. DNA methylation and gene silencing in cancer. Nat. Clin. Pract. Oncol. 2005, 2, S4–S11. [Google Scholar] [CrossRef]
- Smith, E.; Shilatifard, A. Enhancer biology and enhanceropathies. Nat. Struct. Mol. Biol. 2014, 21, 210–219. [Google Scholar] [CrossRef]
- Plank, J.L.; Dean, A. Enhancer function: Mechanistic and genome-wide insights come together. Mol. Cell 2014, 55, 5–14. [Google Scholar] [CrossRef]
- Banerji, J.; Rusconi, S.; Schaffner, W. Expression of a beta-globin gene is enhanced by remote SV40 DNA sequences. Cell 1981, 27, 299–308. [Google Scholar] [CrossRef]
- Barakat, T.S.; Halbritter, F.; Zhang, M.; Rendeiro, A.F.; Perenthaler, E.; Bock, C.; Chambers, I. Functional Dissection of the Enhancer Repertoire in Human Embryonic Stem Cells. Cell Stem Cell 2018, 23, 276–288.e8. [Google Scholar] [CrossRef]
- Aseem, S.O.; Jalan-Sakrikar, N.; Chi, C.; Navarro-Corcuera, A.; De Assuncao, T.M.; Hamdan, F.H.; Chowdhury, S.; Banales, J.M.; Johnsen, S.A.; Shah, V.H.; et al. Epigenomic Evaluation of Cholangiocyte Transforming Growth Factor-beta Signaling Identifies a Selective Role for Histone 3 Lysine 9 Acetylation in Biliary Fibrosis. Gastroenterology 2021, 160, 889–905.e10. [Google Scholar] [CrossRef]
- Galle, E.; Wong, C.W.; Ghosh, A.; Desgeorges, T.; Melrose, K.; Hinte, L.C.; Castellano-Castillo, D.; Engl, M.; de Sousa, J.A.; Ruiz-Ojeda, F.J.; et al. H3K18 lactylation marks tissue-specific active enhancers. Genome Biol. 2022, 23, 207. [Google Scholar] [CrossRef]
- Pal, D.; Patel, M.; Boulet, F.; Sundarraj, J.; Grant, O.A.; Branco, M.R.; Basu, S.; Santos, S.D.M.; Zabet, N.R.; Scaffidi, P.; et al. H4K16ac activates the transcription of transposable elements and contributes to their cis-regulatory function. Nat. Struct. Mol. Biol. 2023, 30, 935–947. [Google Scholar] [CrossRef]
- Fang, Y.; Xu, X.; Ding, J.; Yang, L.; Doan, M.T.; Karmaus, P.W.F.; Snyder, N.W.; Zhao, Y.; Li, J.L.; Li, X. Histone crotonylation promotes mesoendodermal commitment of human embryonic stem cells. Cell Stem Cell 2021, 28, 748–763.e7. [Google Scholar] [CrossRef]
- Qin, F.; Li, B.; Wang, H.; Ma, S.; Li, J.; Liu, S.; Kong, L.; Zheng, H.; Zhu, R.; Han, Y.; et al. Linking chromatin acylation mark-defined proteome and genome in living cells. Cell 2023, 186, 1066–1085.e36. [Google Scholar] [CrossRef]
- Tsang, F.H.; Law, C.T.; Tang, T.C.; Cheng, C.L.; Chin, D.W.; Tam, W.V.; Wei, L.; Wong, C.C.; Ng, I.O.; Wong, C.M. Aberrant Super-Enhancer Landscape in Human Hepatocellular Carcinoma. Hepatology 2019, 69, 2502–2517. [Google Scholar] [CrossRef]
- Wang, C.; Jin, H.; Gao, D.; Wang, L.; Evers, B.; Xue, Z.; Jin, G.; Lieftink, C.; Beijersbergen, R.L.; Qin, W.; et al. A CRISPR screen identifies CDK7 as a therapeutic target in hepatocellular carcinoma. Cell Res. 2018, 28, 690–692. [Google Scholar] [CrossRef]
- Viswakarma, N.; Jia, Y.; Bai, L.; Gao, Q.; Lin, B.; Zhang, X.; Misra, P.; Rana, A.; Jain, S.; Gonzalez, F.J.; et al. The Med1 subunit of the mediator complex induces liver cell proliferation and is phosphorylated by AMP kinase. J. Biol. Chem. 2013, 288, 27898–27911. [Google Scholar] [CrossRef]
- Thaler, R.; Yoshizaki, K.; Nguyen, T.; Fukumoto, S.; Den Besten, P.; Bikle, D.D.; Oda, Y. Mediator 1 ablation induces enamel-to-hair lineage conversion in mice through enhancer dynamics. Commun. Biol. 2023, 6, 766. [Google Scholar] [CrossRef]
- Bulger, M.; Groudine, M. Functional and mechanistic diversity of distal transcription enhancers. Cell 2011, 144, 327–339. [Google Scholar] [CrossRef]
- Hnisz, D.; Abraham, B.J.; Lee, T.I.; Lau, A.; Saint-Andre, V.; Sigova, A.A.; Hoke, H.A.; Young, R.A. Super-enhancers in the control of cell identity and disease. Cell 2013, 155, 934–947. [Google Scholar] [CrossRef]
- Pott, S.; Lieb, J.D. What are super-enhancers? Nat. Genet. 2015, 47, 8–12. [Google Scholar] [CrossRef]
- Xiong, L.; Wu, F.; Wu, Q.; Xu, L.; Cheung, O.K.; Kang, W.; Mok, M.T.; Szeto, L.L.M.; Lun, C.Y.; Lung, R.W.; et al. Aberrant enhancer hypomethylation contributes to hepatic carcinogenesis through global transcriptional reprogramming. Nat. Commun. 2019, 10, 335. [Google Scholar] [CrossRef]
- Jeon, A.J.; Anene-Nzelu, C.G.; Teo, Y.Y.; Chong, S.L.; Sekar, K.; Wu, L.; Chew, S.C.; Chen, J.; Kendarsari, R.I.; Lai, H.; et al. A genomic enhancer signature associates with hepatocellular carcinoma prognosis. JHEP Rep. 2023, 5, 100715. [Google Scholar] [CrossRef]
- Doni Jayavelu, N.; Jajodia, A.; Mishra, A.; Hawkins, R.D. Candidate silencer elements for the human and mouse genomes. Nat. Commun. 2020, 11, 1061. [Google Scholar] [CrossRef]
- Huang, D.; Petrykowska, H.M.; Miller, B.F.; Elnitski, L.; Ovcharenko, I. Identification of human silencers by correlating cross-tissue epigenetic profiles and gene expression. Genome Res. 2019, 29, 657–667. [Google Scholar] [CrossRef]
- Cai, Y.; Zhang, Y.; Loh, Y.P.; Tng, J.Q.; Lim, M.C.; Cao, Z.; Raju, A.; Lieberman Aiden, E.; Li, S.; Manikandan, L.; et al. H3K27me3-rich genomic regions can function as silencers to repress gene expression via chromatin interactions. Nat. Commun. 2021, 12, 719. [Google Scholar] [CrossRef]
- Huang, D.; Ovcharenko, I. The contribution of silencer variants to human diseases. Genome Biol. 2024, 25, 184. [Google Scholar] [CrossRef]
- Yang, J.; Corces, V.G. Chromatin insulators: A role in nuclear organization and gene expression. Adv. Cancer Res. 2011, 110, 43–76. [Google Scholar] [CrossRef]
- Essien, K.; Vigneau, S.; Apreleva, S.; Singh, L.N.; Bartolomei, M.S.; Hannenhalli, S. CTCF binding site classes exhibit distinct evolutionary, genomic, epigenomic and transcriptomic features. Genome Biol. 2009, 10, R131. [Google Scholar] [CrossRef]
- Botta, M.; Haider, S.; Leung, I.X.; Lio, P.; Mozziconacci, J. Intra- and inter-chromosomal interactions correlate with CTCF binding genome wide. Mol. Syst. Biol. 2010, 6, 426. [Google Scholar] [CrossRef]
- Merkenschlager, M.; Nora, E.P. CTCF and Cohesin in Genome Folding and Transcriptional Gene Regulation. Annu. Rev. Genomics Hum. Genet. 2016, 17, 17–43. [Google Scholar] [CrossRef]
- Medvedeva, Y.A.; Khamis, A.M.; Kulakovskiy, I.V.; Ba-Alawi, W.; Bhuyan, M.S.; Kawaji, H.; Lassmann, T.; Harbers, M.; Forrest, A.R.; Bajic, V.B.; et al. Effects of cytosine methylation on transcription factor binding sites. BMC Genom. 2014, 15, 119. [Google Scholar] [CrossRef]
- Dong, Y.; Liu, X.; Jiang, B.; Wei, S.; Xiang, B.; Liao, R.; Wang, Q.; He, X. A Genome-Wide Investigation of Effects of Aberrant DNA Methylation on the Usage of Alternative Promoters in Hepatocellular Carcinoma. Front. Oncol. 2021, 11, 780266. [Google Scholar] [CrossRef]
- Makino, S.; Fukaya, T. Dynamic modulation of enhancer-promoter and promoter-promoter connectivity in gene regulation. Bioessays 2024, 46, e2400101. [Google Scholar] [CrossRef]
- Araujo, O.C.; Rosa, A.S.; Fernandes, A.; Niel, C.; Villela-Nogueira, C.A.; Pannain, V.; Araujo, N.M. RASSF1A and DOK1 Promoter Methylation Levels in Hepatocellular Carcinoma, Cirrhotic and Non-Cirrhotic Liver, and Correlation with Liver Cancer in Brazilian Patients. PLoS ONE 2016, 11, e0153796. [Google Scholar] [CrossRef]
- Yeh, C.H.; Chen, R.Y.; Wu, T.H.; Chang, S.Y.; Hsieh, T.Y.; Shih, Y.L.; Lin, Y.W. Promoter hypermethylation-mediated downregulation of PAX6 promotes tumor growth and metastasis during the progression of liver cancer. Clin. Epigenetics 2024, 16, 174. [Google Scholar] [CrossRef]
- Lin, Z.; Huang, W.; He, Q.; Li, D.; Wang, Z.; Feng, Y.; Liu, D.; Zhang, T.; Wang, Y.; Xie, M.; et al. FOXC1 promotes HCC proliferation and metastasis by Upregulating DNMT3B to induce DNA Hypermethylation of CTH promoter. J. Exp. Clin. Cancer Res. 2021, 40, 50. [Google Scholar] [CrossRef]
- Sun, D.; Gan, X.; Liu, L.; Yang, Y.; Ding, D.; Li, W.; Jiang, J.; Ding, W.; Zhao, L.; Hou, G.; et al. DNA hypermethylation modification promotes the development of hepatocellular carcinoma by depressing the tumor suppressor gene ZNF334. Cell Death Dis. 2022, 13, 446. [Google Scholar] [CrossRef]
- Rebouissou, S.; Nault, J.C. Advances in molecular classification and precision oncology in hepatocellular carcinoma. J. Hepatol. 2020, 72, 215–229. [Google Scholar] [CrossRef]
- Nepal, C.; Andersen, J.B. Alternative promoters in CpG depleted regions are prevalently associated with epigenetic misregulation of liver cancer transcriptomes. Nat. Commun. 2023, 14, 2712. [Google Scholar] [CrossRef] [PubMed]
- Nguyen, T.A.; Jones, R.D.; Snavely, A.R.; Pfenning, A.R.; Kirchner, R.; Hemberg, M.; Gray, J.M. High-throughput functional comparison of promoter and enhancer activities. Genome Res. 2016, 26, 1023–1033. [Google Scholar] [CrossRef] [PubMed]
- Trinklein, N.D.; Aldred, S.J.; Saldanha, A.J.; Myers, R.M. Identification and functional analysis of human transcriptional promoters. Genome Res. 2003, 13, 308–312. [Google Scholar] [CrossRef] [PubMed]
- Yang, Y.; Deng, X.; Chen, X.; Chen, S.; Song, L.; Meng, M.; Han, Q.; Imani, S.; Li, S.; Zhong, Z.; et al. Landscape of active enhancers developed de novo in cirrhosis and conserved in hepatocellular carcinoma. Am. J. Cancer Res. 2020, 10, 3157–3178. [Google Scholar]
- Hlady, R.A.; Sathyanarayan, A.; Thompson, J.J.; Zhou, D.; Wu, Q.; Pham, K.; Lee, J.H.; Liu, C.; Robertson, K.D. Integrating the Epigenome to Identify Drivers of Hepatocellular Carcinoma. Hepatology 2019, 69, 639–652. [Google Scholar] [CrossRef]
- Choi, H.I.; An, G.Y.; Yoo, E.; Baek, M.; Chai, J.C.; Binas, B.; Lee, Y.S.; Jung, K.H.; Chai, Y.G. Targeting of noncoding RNAs encoded by a novel MYC enhancers inhibits the proliferation of human hepatic carcinoma cells in vitro. Sci. Rep. 2022, 12, 855. [Google Scholar] [CrossRef]
- Li, X.; Hu, Z.; Shi, Q.; Qiu, W.; Liu, Y.; Liu, Y.; Huang, S.; Liang, L.; Chen, Z.; He, X. Elevated choline drives KLF5-dominated transcriptional reprogramming to facilitate liver cancer progression. Oncogene 2024, 43, 3121–3136. [Google Scholar] [CrossRef]
- Huang, J.; Xu, L.; Chen, Y.; Sun, M.; Hu, Y.; Pan, C.; Jiang, L.; Wang, M.; Liu, J.; Dong, H.; et al. Redistribution of super-enhancers promotes malignancy in human hepatocellular carcinoma. J. Adv. Res. 2026, 82, 803–819. [Google Scholar] [CrossRef]
- Ameya, G.; Birri, D.J. The molecular mechanisms of virus-induced human cancers. Microb. Pathog. 2023, 183, 106292. [Google Scholar] [CrossRef]
- Jing, T.; Wei, D.; Xu, X.; Wu, C.; Yuan, L.; Huang, Y.; Liu, Y.; Jiang, Y.; Wang, B. Transposable elements-mediated recruitment of KDM1A epigenetically silences HNF4A expression to promote hepatocellular carcinoma. Nat. Commun. 2024, 15, 5631. [Google Scholar] [CrossRef]
- Lee, Y.Y.; Mok, M.T.; Kang, W.; Yang, W.; Tang, W.; Wu, F.; Xu, L.; Yan, M.; Yu, Z.; Lee, S.D.; et al. Loss of tumor suppressor IGFBP4 drives epigenetic reprogramming in hepatic carcinogenesis. Nucleic Acids Res. 2018, 46, 8832–8847. [Google Scholar] [CrossRef] [PubMed]
- Yuan, W.; Wu, T.; Fu, H.; Dai, C.; Wu, H.; Liu, N.; Li, X.; Xu, M.; Zhang, Z.; Niu, T.; et al. Dense chromatin activates Polycomb repressive complex 2 to regulate H3 lysine 27 methylation. Science 2012, 337, 971–975. [Google Scholar] [CrossRef] [PubMed]
- Zhao, D.; Zhang, L.; Zhang, M.; Xia, B.; Lv, J.; Gao, X.; Wang, G.; Meng, Q.; Yi, Y.; Zhu, S.; et al. Broad genic repression domains signify enhanced silencing of oncogenes. Nat. Commun. 2020, 11, 5560. [Google Scholar] [CrossRef] [PubMed]
- Xu, X.; Gu, J.; Ding, X.; Ge, G.; Zang, X.; Ji, R.; Shao, M.; Mao, Z.; Zhang, Y.; Zhang, J.; et al. LINC00978 promotes the progression of hepatocellular carcinoma by regulating EZH2-mediated silencing of p21 and E-cadherin expression. Cell Death Dis. 2019, 10, 752. [Google Scholar] [CrossRef]
- Xie, C.R.; Li, Z.; Sun, H.G.; Wang, F.Q.; Sun, Y.; Zhao, W.X.; Zhang, S.; Zhao, W.X.; Wang, X.M.; Yin, Z.Y. Mutual regulation between CHD5 and EZH2 in hepatocellular carcinoma. Oncotarget 2015, 6, 40940–40952. [Google Scholar] [CrossRef]
- Fiorentino, F.P.; Giordano, A. The tumor suppressor role of CTCF. J. Cell Physiol. 2012, 227, 479–492. [Google Scholar] [CrossRef]
- Fang, C.; Wang, Z.; Han, C.; Safgren, S.L.; Helmin, K.A.; Adelman, E.R.; Serafin, V.; Basso, G.; Eagen, K.P.; Gaspar-Maia, A.; et al. Cancer-specific CTCF binding facilitates oncogenic transcriptional dysregulation. Genome Biol. 2020, 21, 247. [Google Scholar] [CrossRef]
- Witcher, M.; Emerson, B.M. Epigenetic silencing of the p16(INK4a) tumor suppressor is associated with loss of CTCF binding and a chromatin boundary. Mol. Cell 2009, 34, 271–284. [Google Scholar] [CrossRef]
- Zhang, B.; Zhang, Y.; Zou, X.; Chan, A.W.; Zhang, R.; Lee, T.K.; Liu, H.; Lau, E.Y.; Ho, N.P.; Lai, P.B.; et al. The CCCTC-binding factor (CTCF)-forkhead box protein M1 axis regulates tumour growth and metastasis in hepatocellular carcinoma. J. Pathol. 2017, 243, 418–430. [Google Scholar] [CrossRef]
- Choi, Y.; Song, M.J.; Jung, W.J.; Jeong, H.; Park, S.; Yang, B.; Lee, E.C.; Joo, J.S.; Choi, D.; Koo, S.H.; et al. Liver-Specific Deletion of Mouse CTCF Leads to Hepatic Steatosis via Augmented PPARgamma Signaling. Cell Mol. Gastroenterol. Hepatol. 2021, 12, 1761–1787. [Google Scholar] [CrossRef]
- Szalaj, P.; Plewczynski, D. Three-dimensional organization and dynamics of the genome. Cell Biol. Toxicol. 2018, 34, 381–404. [Google Scholar] [CrossRef] [PubMed]
- Taberlay, P.C.; Achinger-Kawecka, J.; Lun, A.T.; Buske, F.A.; Sabir, K.; Gould, C.M.; Zotenko, E.; Bert, S.A.; Giles, K.A.; Bauer, D.C.; et al. Three-dimensional disorganization of the cancer genome occurs coincident with long-range genetic and epigenetic alterations. Genome Res. 2016, 26, 719–731. [Google Scholar] [CrossRef] [PubMed]
- Flavahan, W.A.; Drier, Y.; Johnstone, S.E.; Hemming, M.L.; Tarjan, D.R.; Hegazi, E.; Shareef, S.J.; Javed, N.M.; Raut, C.P.; Eschle, B.K.; et al. Altered chromosomal topology drives oncogenic programs in SDH-deficient GISTs. Nature 2019, 575, 229–233. [Google Scholar] [CrossRef] [PubMed]
- Flavahan, W.A.; Drier, Y.; Liau, B.B.; Gillespie, S.M.; Venteicher, A.S.; Stemmer-Rachamimov, A.O.; Suva, M.L.; Bernstein, B.E. Insulator dysfunction and oncogene activation in IDH mutant gliomas. Nature 2016, 529, 110–114. [Google Scholar] [CrossRef]
- Hnisz, D.; Weintraub, A.S.; Day, D.S.; Valton, A.L.; Bak, R.O.; Li, C.H.; Goldmann, J.; Lajoie, B.R.; Fan, Z.P.; Sigova, A.A.; et al. Activation of proto-oncogenes by disruption of chromosome neighborhoods. Science 2016, 351, 1454–1458. [Google Scholar] [CrossRef]
- Yost, K.E.; Zhao, Y.; Hung, K.L.; Zhu, K.; Xu, D.; Corces, M.R.; Shams, S.; Louie, B.H.; Sarmashghi, S.; Sundaram, L.; et al. Three-dimensional genome landscape of primary human cancers. Nat. Genet. 2025, 57, 1189–1200. [Google Scholar] [CrossRef]
- Fan, H.; Lv, P.; Huo, X.; Wu, J.; Wang, Q.; Cheng, L.; Liu, Y.; Tang, Q.Q.; Zhang, L.; Zhang, F.; et al. The nuclear matrix protein HNRNPU maintains 3D genome architecture globally in mouse hepatocytes. Genome Res. 2018, 28, 192–202. [Google Scholar] [CrossRef]
- Kadoch, C.; Hargreaves, D.C.; Hodges, C.; Elias, L.; Ho, L.; Ranish, J.; Crabtree, G.R. Proteomic and bioinformatic analysis of mammalian SWI/SNF complexes identifies extensive roles in human malignancy. Nat. Genet. 2013, 45, 592–601. [Google Scholar] [CrossRef]
- Shang, X.Y.; Shi, Y.; He, D.D.; Wang, L.; Luo, Q.; Deng, C.H.; Qu, Y.L.; Wang, N.; Han, Z.G. ARID1A deficiency weakens BRG1-RAD21 interaction that jeopardizes chromatin compactness and drives liver cancer cell metastasis. Cell Death Dis. 2021, 12, 990. [Google Scholar] [CrossRef]
- Jang, S.; Yoon, S.; Yang, H.; Choi, N.; Han, S.H.; Kim, L.K.; Kim, H.P.; Park, J.H.; Lee, D.; Yoo, K.H. Coordinated gene expression within sustained STAT3-associated chromatin conformations contributes to hepatocellular carcinoma progression. Cancer Commun. 2025, 45, 1309–1333. [Google Scholar] [CrossRef]
- Consortium, E.P. An integrated encyclopedia of DNA elements in the human genome. Nature 2012, 489, 57–74. [Google Scholar] [CrossRef] [PubMed]
- Dietlein, F.; Wang, A.B.; Fagre, C.; Tang, A.; Besselink, N.J.M.; Cuppen, E.; Li, C.; Sunyaev, S.R.; Neal, J.T.; Van Allen, E.M. Genome-wide analysis of somatic noncoding mutation patterns in cancer. Science 2022, 376, eabg5601. [Google Scholar] [CrossRef] [PubMed]
- Melton, C.; Reuter, J.A.; Spacek, D.V.; Snyder, M. Recurrent somatic mutations in regulatory regions of human cancer genomes. Nat. Genet. 2015, 47, 710–716. [Google Scholar] [CrossRef] [PubMed]
- Fujimoto, A.; Furuta, M.; Totoki, Y.; Tsunoda, T.; Kato, M.; Shiraishi, Y.; Tanaka, H.; Taniguchi, H.; Kawakami, Y.; Ueno, M.; et al. Whole-genome mutational landscape and characterization of noncoding and structural mutations in liver cancer. Nat. Genet. 2016, 48, 500–509. [Google Scholar] [CrossRef]
- Cancer Genome Atlas Research Network. Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma. Cell 2017, 169, 1327–1341 e23. [Google Scholar] [CrossRef]
- Nault, J.C.; Zucman-Rossi, J. TERT promoter mutations in primary liver tumors. Clin. Res. Hepatol. Gastroenterol. 2016, 40, 9–14. [Google Scholar] [CrossRef]
- Quaas, A.; Oldopp, T.; Tharun, L.; Klingenfeld, C.; Krech, T.; Sauter, G.; Grob, T.J. Frequency of TERT promoter mutations in primary tumors of the liver. Virchows Arch. 2014, 465, 673–677. [Google Scholar] [CrossRef]
- Bell, R.J.; Rube, H.T.; Kreig, A.; Mancini, A.; Fouse, S.D.; Nagarajan, R.P.; Choi, S.; Hong, C.; He, D.; Pekmezci, M.; et al. Cancer. The transcription factor GABP selectively binds and activates the mutant TERT promoter in cancer. Science 2015, 348, 1036–1039. [Google Scholar] [CrossRef]
- Hafezi, F.; Jaxel, L.; Lemaire, M.; Turner, J.D.; Perez-Bercoff, D. TERT Promoter Mutations Increase Sense and Antisense Transcription from the TERT Promoter. Biomedicines 2021, 9, 1773. [Google Scholar] [CrossRef]
- Chang, J.; Fowler, K.J.; Tamayo, P.; Burgoyne, A. Responses to first-line systemic therapies in patients with hepatocellular carcinoma with TERT promoter mutations. J. Clin. Oncol. 2023, 41, 589. [Google Scholar] [CrossRef]
- Zhang, T.; Xu, M.; Makowski, M.M.; Lee, C.; Kovacs, M.; Fang, J.; Willems, E.; Trent, J.M.; Hayward, N.K.; Vermeulen, M.; et al. SDHD Promoter Mutations Ablate GABP Transcription Factor Binding in Melanoma. Cancer Res. 2017, 77, 1649–1661. [Google Scholar] [CrossRef] [PubMed]
- Rheinbay, E.; Parasuraman, P.; Grimsby, J.; Tiao, G.; Engreitz, J.M.; Kim, J.; Lawrence, M.S.; Taylor-Weiner, A.; Rodriguez-Cuevas, S.; Rosenberg, M.; et al. Recurrent and functional regulatory mutations in breast cancer. Nature 2017, 547, 55–60. [Google Scholar] [CrossRef] [PubMed]
- Koues, O.I.; Kowalewski, R.A.; Chang, L.W.; Pyfrom, S.C.; Schmidt, J.A.; Luo, H.; Sandoval, L.E.; Hughes, T.B.; Bednarski, J.J.; Cashen, A.F.; et al. Enhancer sequence variants and transcription-factor deregulation synergize to construct pathogenic regulatory circuits in B-cell lymphoma. Immunity 2015, 42, 186–198. [Google Scholar] [CrossRef] [PubMed]
- Abraham, B.J.; Hnisz, D.; Weintraub, A.S.; Kwiatkowski, N.; Li, C.H.; Li, Z.; Weichert-Leahey, N.; Rahman, S.; Liu, Y.; Etchin, J.; et al. Small genomic insertions form enhancers that misregulate oncogenes. Nat. Commun. 2017, 8, 14385. [Google Scholar] [CrossRef]
- Mansour, M.R.; Abraham, B.J.; Anders, L.; Berezovskaya, A.; Gutierrez, A.; Durbin, A.D.; Etchin, J.; Lawton, L.; Sallan, S.E.; Silverman, L.B.; et al. Oncogene regulation. An oncogenic super-enhancer formed through somatic mutation of a noncoding intergenic element. Science 2014, 346, 1373–1377. [Google Scholar] [CrossRef]
- Zhang, X.; Choi, P.S.; Francis, J.M.; Gao, G.F.; Campbell, J.D.; Ramachandran, A.; Mitsuishi, Y.; Ha, G.; Shih, J.; Vazquez, F.; et al. Somatic Superenhancer Duplications and Hotspot Mutations Lead to Oncogenic Activation of the KLF5 Transcription Factor. Cancer Discov. 2018, 8, 108–125. [Google Scholar] [CrossRef]
- Groschel, S.; Sanders, M.A.; Hoogenboezem, R.; de Wit, E.; Bouwman, B.A.M.; Erpelinck, C.; van der Velden, V.H.J.; Havermans, M.; Avellino, R.; van Lom, K.; et al. A single oncogenic enhancer rearrangement causes concomitant EVI1 and GATA2 deregulation in leukemia. Cell 2014, 157, 369–381. [Google Scholar] [CrossRef]
- Affer, M.; Chesi, M.; Chen, W.G.; Keats, J.J.; Demchenko, Y.N.; Roschke, A.V.; Van Wier, S.; Fonseca, R.; Bergsagel, P.L.; Kuehl, W.M. Promiscuous MYC locus rearrangements hijack enhancers but mostly super-enhancers to dysregulate MYC expression in multiple myeloma. Leukemia 2014, 28, 1725–1735. [Google Scholar] [CrossRef]
- Peneau, C.; Imbeaud, S.; La Bella, T.; Hirsch, T.Z.; Caruso, S.; Calderaro, J.; Paradis, V.; Blanc, J.F.; Letouze, E.; Nault, J.C.; et al. Hepatitis B virus integrations promote local and distant oncogenic driver alterations in hepatocellular carcinoma. Gut 2022, 71, 616–626. [Google Scholar] [CrossRef]
- Guo, Y.A.; Chang, M.M.; Huang, W.; Ooi, W.F.; Xing, M.; Tan, P.; Skanderup, A.J. Mutation hotspots at CTCF binding sites coupled to chromosomal instability in gastrointestinal cancers. Nat. Commun. 2018, 9, 1520. [Google Scholar] [CrossRef]
- Kaiser, V.B.; Taylor, M.S.; Semple, C.A. Mutational Biases Drive Elevated Rates of Substitution at Regulatory Sites across Cancer Types. PLoS Genet. 2016, 12, e1006207. [Google Scholar] [CrossRef] [PubMed]
- Katainen, R.; Dave, K.; Pitkanen, E.; Palin, K.; Kivioja, T.; Valimaki, N.; Gylfe, A.E.; Ristolainen, H.; Hanninen, U.A.; Cajuso, T.; et al. CTCF/cohesin-binding sites are frequently mutated in cancer. Nat. Genet. 2015, 47, 818–821. [Google Scholar] [CrossRef] [PubMed]
- Poulos, R.C.; Thoms, J.A.I.; Guan, Y.F.; Unnikrishnan, A.; Pimanda, J.E.; Wong, J.W.H. Functional Mutations Form at CTCF-Cohesin Binding Sites in Melanoma Due to Uneven Nucleotide Excision Repair across the Motif. Cell Rep. 2016, 17, 2865–2872. [Google Scholar] [CrossRef] [PubMed]
- Liu, E.M.; Martinez-Fundichely, A.; Diaz, B.J.; Aronson, B.; Cuykendall, T.; MacKay, M.; Dhingra, P.; Wong, E.W.P.; Chi, P.; Apostolou, E.; et al. Identification of Cancer Drivers at CTCF Insulators in 1,962 Whole Genomes. Cell Syst. 2019, 8, 446–455.e8. [Google Scholar] [CrossRef]
- Hyle, J.; Zhang, Y.; Wright, S.; Xu, B.; Shao, Y.; Easton, J.; Tian, L.; Feng, R.; Xu, P.; Li, C. Acute depletion of CTCF directly affects MYC regulation through loss of enhancer-promoter looping. Nucleic Acids Res. 2019, 47, 6699–6713. [Google Scholar] [CrossRef]
- Epigenomics, C.R.; Kundaje, A.; Meuleman, W.; Ernst, J.; Bilenky, M.; Yen, A.; Heravi-Moussavi, A.; Kheradpour, P.; Zhang, Z.; Wang, J.; et al. Integrative analysis of 111 reference human epigenomes. Nature 2015, 518, 317–330. [Google Scholar] [CrossRef]
- Dekker, J.; Belmont, A.S.; Guttman, M.; Leshyk, V.O.; Lis, J.T.; Lomvardas, S.; Mirny, L.A.; O’Shea, C.C.; Park, P.J.; Ren, B.; et al. The 4D nucleome project. Nature 2017, 549, 219–226. [Google Scholar] [CrossRef]
- Louise Smith, E.; Mok, G.F.; Munsterberg, A. Investigating chromatin accessibility during development and differentiation by ATAC-sequencing to guide the identification of cis-regulatory elements. Biochem. Soc. Trans. 2022, 50, 1167–1177. [Google Scholar] [CrossRef]
- Minnoye, L.; Marinov, G.K.; Krausgruber, T.; Pan, L.; Marand, A.P.; Secchia, S.; Greenleaf, W.J.; Furlong, E.E.M.; Zhao, K.; Schmitz, R.J.; et al. Chromatin accessibility profiling methods. Nat. Rev. Methods Primers 2021, 1, 10. [Google Scholar] [CrossRef]
- Ernst, J.; Kellis, M. ChromHMM: Automating chromatin-state discovery and characterization. Nat. Methods 2012, 9, 215–216. [Google Scholar] [CrossRef]
- Preissl, S.; Gaulton, K.J.; Ren, B. Characterizing cis-regulatory elements using single-cell epigenomics. Nat. Rev. Genet. 2023, 24, 21–43. [Google Scholar] [CrossRef] [PubMed]
- Buenrostro, J.D.; Wu, B.; Litzenburger, U.M.; Ruff, D.; Gonzales, M.L.; Snyder, M.P.; Chang, H.Y.; Greenleaf, W.J. Single-cell chromatin accessibility reveals principles of regulatory variation. Nature 2015, 523, 486–490. [Google Scholar] [CrossRef] [PubMed]
- Fang, R.; Preissl, S.; Li, Y.; Hou, X.; Lucero, J.; Wang, X.; Motamedi, A.; Shiau, A.K.; Zhou, X.; Xie, F.; et al. Comprehensive analysis of single cell ATAC-seq data with SnapATAC. Nat. Commun. 2021, 12, 1337. [Google Scholar] [CrossRef] [PubMed]
- Sharma, A.; Akshay, A.; Rogne, M.; Eskeland, R. ShinyArchR.UiO: User-friendly, integrative and open-source tool for visualization of single-cell ATAC-seq data using ArchR. Bioinformatics 2022, 38, 834–836. [Google Scholar] [CrossRef]
- Stuart, T.; Srivastava, A.; Madad, S.; Lareau, C.A.; Satija, R. Single-cell chromatin state analysis with Signac. Nat. Methods 2021, 18, 1333–1341. [Google Scholar] [CrossRef]
- Chen, M. Capturing cell-type-specific activities of cis-regulatory elements from peak-based single-cell ATAC-seq. Cell Genom. 2025, 5, 100806. [Google Scholar] [CrossRef]
- Lieberman-Aiden, E.; van Berkum, N.L.; Williams, L.; Imakaev, M.; Ragoczy, T.; Telling, A.; Amit, I.; Lajoie, B.R.; Sabo, P.J.; Dorschner, M.O.; et al. Comprehensive mapping of long-range interactions reveals folding principles of the human genome. Science 2009, 326, 289–293. [Google Scholar] [CrossRef]
- Downes, D.J.; Smith, A.L.; Karpinska, M.A.; Velychko, T.; Rue-Albrecht, K.; Sims, D.; Milne, T.A.; Davies, J.O.J.; Oudelaar, A.M.; Hughes, J.R. Capture-C: A modular and flexible approach for high-resolution chromosome conformation capture. Nat. Protoc. 2022, 17, 445–475. [Google Scholar] [CrossRef]
- Dostie, J.; Richmond, T.A.; Arnaout, R.A.; Selzer, R.R.; Lee, W.L.; Honan, T.A.; Rubio, E.D.; Krumm, A.; Lamb, J.; Nusbaum, C.; et al. Chromosome Conformation Capture Carbon Copy (5C): A massively parallel solution for mapping interactions between genomic elements. Genome Res. 2006, 16, 1299–1309. [Google Scholar] [CrossRef]
- Dekker, J.; Rippe, K.; Dekker, M.; Kleckner, N. Capturing chromosome conformation. Science 2002, 295, 1306–1311. [Google Scholar] [CrossRef]
- Patwardhan, R.P.; Lee, C.; Litvin, O.; Young, D.L.; Pe’er, D.; Shendure, J. High-resolution analysis of DNA regulatory elements by synthetic saturation mutagenesis. Nat. Biotechnol. 2009, 27, 1173–1175. [Google Scholar] [CrossRef]
- Inoue, F.; Ahituv, N. Decoding enhancers using massively parallel reporter assays. Genomics 2015, 106, 159–164. [Google Scholar] [CrossRef]
- Muerdter, F.; Boryn, L.M.; Arnold, C.D. STARR-seq—Principles and applications. Genomics 2015, 106, 145–150. [Google Scholar] [CrossRef]
- Lopes, R.; Agami, R.; Korkmaz, G. GRO-seq, A Tool for Identification of Transcripts Regulating Gene Expression. Methods Mol. Biol. 2017, 1543, 45–55. [Google Scholar] [CrossRef] [PubMed]
- Takahashi, H.; Lassmann, T.; Murata, M.; Carninci, P. 5’ end-centered expression profiling using cap-analysis gene expression and next-generation sequencing. Nat. Protoc. 2012, 7, 542–561. [Google Scholar] [CrossRef] [PubMed]
- Dickel, D.E.; Zhu, Y.; Nord, A.S.; Wylie, J.N.; Akiyama, J.A.; Afzal, V.; Plajzer-Frick, I.; Kirkpatrick, A.; Gottgens, B.; Bruneau, B.G.; et al. Function-based identification of mammalian enhancers using site-specific integration. Nat. Methods 2014, 11, 566–571. [Google Scholar] [CrossRef] [PubMed]
- Luo, Y.; Hitz, B.C.; Gabdank, I.; Hilton, J.A.; Kagda, M.S.; Lam, B.; Myers, Z.; Sud, P.; Jou, J.; Lin, K.; et al. New developments on the Encyclopedia of DNA Elements (ENCODE) data portal. Nucleic Acids Res. 2020, 48, D882–D889. [Google Scholar] [CrossRef]
- Zou, Z.; Ohta, T.; Miura, F.; Oki, S. ChIP-Atlas 2021 update: A data-mining suite for exploring epigenomic landscapes by fully integrating ChIP-seq, ATAC-seq and Bisulfite-seq data. Nucleic Acids Res. 2022, 50, W175–W182. [Google Scholar] [CrossRef]
- Wang, Y.; Song, C.; Zhao, J.; Zhang, Y.; Zhao, X.; Feng, C.; Zhang, G.; Zhu, J.; Wang, F.; Qian, F.; et al. SEdb 2.0: A comprehensive super-enhancer database of human and mouse. Nucleic Acids Res. 2023, 51, D280–D290. [Google Scholar] [CrossRef]
- Chen, C.; Zhou, D.; Gu, Y.; Wang, C.; Zhang, M.; Lin, X.; Xing, J.; Wang, H.; Zhang, Y. SEA version 3.0: A comprehensive extension and update of the Super-Enhancer archive. Nucleic Acids Res. 2020, 48, D198–D203. [Google Scholar] [CrossRef]
- Khan, A.; Zhang, X. dbSUPER: A database of super-enhancers in mouse and human genome. Nucleic Acids Res. 2016, 44, D164–D171. [Google Scholar] [CrossRef] [PubMed]
- Peng, G.; Liu, B.; Zheng, M.; Zhang, L.; Li, H.; Liu, M.; Liang, Y.; Chen, T.; Luo, X.; Shi, X.; et al. TSCRE: A comprehensive database for tumor-specific cis-regulatory elements. NAR Cancer 2024, 6, zcad063. [Google Scholar] [CrossRef] [PubMed]
- Liu, X.; Kramer, J.A.; Hu, Y.; Schmidt, J.M.; Jiang, J.; Wilson, A.G. Development of a high-throughput human HepG2 dual luciferase assay for detection of metabolically activated hepatotoxicants and genotoxicants. Int. J. Toxicol. 2009, 28, 162–176. [Google Scholar] [CrossRef] [PubMed]
- Littleton, S.H.; Grant, S.F.A. Protocol to study cis-regulatory activity of GWAS loci for specific gene promoters in human primary astrocytes using luciferase reporter assay. STAR Protoc. 2024, 5, 103338. [Google Scholar] [CrossRef]
- Reilly, S.K.; Gosai, S.J.; Gutierrez, A.; Mackay-Smith, A.; Ulirsch, J.C.; Kanai, M.; Mouri, K.; Berenzy, D.; Kales, S.; Butler, G.M.; et al. Direct characterization of cis-regulatory elements and functional dissection of complex genetic associations using HCR-FlowFISH. Nat. Genet. 2021, 53, 1166–1176. [Google Scholar] [CrossRef]
- Arrigucci, R.; Bushkin, Y.; Radford, F.; Lakehal, K.; Vir, P.; Pine, R.; Martin, D.; Sugarman, J.; Zhao, Y.; Yap, G.S.; et al. FISH-Flow, a protocol for the concurrent detection of mRNA and protein in single cells using fluorescence in situ hybridization and flow cytometry. Nat. Protoc. 2017, 12, 1245–1260. [Google Scholar] [CrossRef]
- Fulco, C.P.; Nasser, J.; Jones, T.R.; Munson, G.; Bergman, D.T.; Subramanian, V.; Grossman, S.R.; Anyoha, R.; Doughty, B.R.; Patwardhan, T.A.; et al. Activity-by-contact model of enhancer-promoter regulation from thousands of CRISPR perturbations. Nat. Genet. 2019, 51, 1664–1669. [Google Scholar] [CrossRef]
- Moore, M.M.; Wekhande, S.; Issner, R.; Collins, A.; Cruz, A.J.; Liu, Y.V.; Javed, N.; Casani-Galdon, S.; Buenrostro, J.D.; Epstein, C.B.; et al. Multi-locus CRISPRi targeting with a single truncated guide RNA. Nat. Commun. 2025, 16, 1357. [Google Scholar] [CrossRef]
- Chardon, F.M.; McDiarmid, T.A.; Page, N.F.; Daza, R.M.; Martin, B.K.; Domcke, S.; Regalado, S.G.; Lalanne, J.B.; Calderon, D.; Li, X.; et al. Multiplex, single-cell CRISPRa screening for cell type specific regulatory elements. Nat. Commun. 2024, 15, 8209. [Google Scholar] [CrossRef]
- Fulco, C.P.; Munschauer, M.; Anyoha, R.; Munson, G.; Grossman, S.R.; Perez, E.M.; Kane, M.; Cleary, B.; Lander, E.S.; Engreitz, J.M. Systematic mapping of functional enhancer-promoter connections with CRISPR interference. Science 2016, 354, 769–773. [Google Scholar] [CrossRef]
- Takizawa, Y.; Kurumizaka, H. Chromatin structure meets cryo-EM: Dynamic building blocks of the functional architecture. Biochim. Biophys. Acta Gene Regul. Mech. 2022, 1865, 194851. [Google Scholar] [CrossRef] [PubMed]
- Osterwalder, M.; Tran, S.; Hunter, R.D.; Meky, E.M.; von Maydell, K.; Harrington, A.N.; Godoy, J.; Novak, C.S.; Plajzer-Frick, I.; Zhu, Y.; et al. Characterization of Mammalian In Vivo Enhancers Using Mouse Transgenesis and CRISPR Genome Editing. Methods Mol. Biol. 2022, 2403, 147–186. [Google Scholar] [CrossRef] [PubMed]
- Li, Z.; Zhang, H. Reprogramming of glucose, fatty acid and amino acid metabolism for cancer progression. Cell Mol. Life Sci. 2016, 73, 377–392. [Google Scholar] [CrossRef]
- Amann, T.; Maegdefrau, U.; Hartmann, A.; Agaimy, A.; Marienhagen, J.; Weiss, T.S.; Stoeltzing, O.; Warnecke, C.; Scholmerich, J.; Oefner, P.J.; et al. GLUT1 expression is increased in hepatocellular carcinoma and promotes tumorigenesis. Am. J. Pathol. 2009, 174, 1544–1552. [Google Scholar] [CrossRef]
- DeWaal, D.; Nogueira, V.; Terry, A.R.; Patra, K.C.; Jeon, S.M.; Guzman, G.; Au, J.; Long, C.P.; Antoniewicz, M.R.; Hay, N. Hexokinase-2 depletion inhibits glycolysis and induces oxidative phosphorylation in hepatocellular carcinoma and sensitizes to metformin. Nat. Commun. 2018, 9, 446. [Google Scholar] [CrossRef] [PubMed]
- Wei, X.; Zou, L.; Huang, Y.; Qiu, C.; Cheng, G.; Chen, Y.; Rao, J. LDHA-mediated YAP lactylation promotes the tumor progression of hepatocellular carcinoma by inducing YAP dephosphorylation and activation. Biol. Direct 2025, 20, 64. [Google Scholar] [CrossRef]
- Frederiks, W.M.; Vizan, P.; Bosch, K.S.; Vreeling-Sindelarova, H.; Boren, J.; Cascante, M. Elevated activity of the oxidative and non-oxidative pentose phosphate pathway in (pre)neoplastic lesions in rat liver. Int. J. Exp. Pathol. 2008, 89, 232–240. [Google Scholar] [CrossRef]
- Ma, Y.; Wang, Y.; Tuo, P.; Meng, Z.; Jiang, B.; Yuan, Y.; Ding, Y.; Naeem, A.; Guo, X.; Wang, X. Downregulation of C1R promotes hepatocellular carcinoma development by activating HIF-1alpha-regulated glycolysis. Mol. Carcinog. 2024, 63, 2237–2253. [Google Scholar] [CrossRef]
- Chen, M.; Zhang, J.; Li, N.; Qian, Z.; Zhu, M.; Li, Q.; Zheng, J.; Wang, X.; Shi, G. Promoter hypermethylation mediated downregulation of FBP1 in human hepatocellular carcinoma and colon cancer. PLoS ONE 2011, 6, e25564. [Google Scholar] [CrossRef]
- Hirata, H.; Sugimachi, K.; Komatsu, H.; Ueda, M.; Masuda, T.; Uchi, R.; Sakimura, S.; Nambara, S.; Saito, T.; Shinden, Y.; et al. Decreased Expression of Fructose-1,6-bisphosphatase Associates with Glucose Metabolism and Tumor Progression in Hepatocellular Carcinoma. Cancer Res. 2016, 76, 3265–3276. [Google Scholar] [CrossRef]
- Lopez-Serra, P.; Marcilla, M.; Villanueva, A.; Ramos-Fernandez, A.; Palau, A.; Leal, L.; Wahi, J.E.; Setien-Baranda, F.; Szczesna, K.; Moutinho, C.; et al. A DERL3-associated defect in the degradation of SLC2A1 mediates the Warburg effect. Nat. Commun. 2014, 5, 3608. [Google Scholar] [CrossRef] [PubMed]
- Goel, A.; Mathupala, S.P.; Pedersen, P.L. Glucose metabolism in cancer. Evidence that demethylation events play a role in activating type II hexokinase gene expression. J. Biol. Chem. 2003, 278, 15333–15340. [Google Scholar] [CrossRef] [PubMed]
- Lee, H.G.; Kim, H.; Son, T.; Jeong, Y.; Kim, S.U.; Dong, S.M.; Park, Y.N.; Lee, J.D.; Lee, J.M.; Park, J.H. Regulation of HK2 expression through alterations in CpG methylation of the HK2 promoter during progression of hepatocellular carcinoma. Oncotarget 2016, 7, 41798–41810. [Google Scholar] [CrossRef] [PubMed]
- Da, L.; Cao, T.; Sun, X.; Jin, S.; Di, X.; Huang, X.; Yang, X.; Carmichael, G.G.; Taylor, H.S.; Diano, S.; et al. Hepatic TET3 contributes to type-2 diabetes by inducing the HNF4alpha fetal isoform. Nat. Commun. 2020, 11, 342. [Google Scholar] [CrossRef]
- Dang, C.V.; Le, A.; Gao, P. MYC-induced cancer cell energy metabolism and therapeutic opportunities. Clin. Cancer Res. 2009, 15, 6479–6483. [Google Scholar] [CrossRef]
- Shao, W.; Liu, L.; Zheng, F.; Ma, Y.; Zhang, J. The potent role of Src kinase-regulating glucose metabolism in cancer. Biochem. Pharmacol. 2022, 206, 115333. [Google Scholar] [CrossRef]
- Wu, S.; Yin, X.; Fang, X.; Zheng, J.; Li, L.; Liu, X.; Chu, L. c-MYC responds to glucose deprivation in a cell-type-dependent manner. Cell Death Discov. 2015, 1, 15057. [Google Scholar] [CrossRef][Green Version]
- Deng, L.; Yang, S.B.; Xu, F.F.; Zhang, J.H. Long noncoding RNA CCAT1 promotes hepatocellular carcinoma progression by functioning as let-7 sponge. J. Exp. Clin. Cancer Res. 2015, 34, 18. [Google Scholar] [CrossRef]
- Peng, L.; Jiang, B.; Yuan, X.; Qiu, Y.; Peng, J.; Huang, Y.; Zhang, C.; Zhang, Y.; Lin, Z.; Li, J.; et al. Super-Enhancer-Associated Long Noncoding RNA HCCL5 Is Activated by ZEB1 and Promotes the Malignancy of Hepatocellular Carcinoma. Cancer Res. 2019, 79, 572–584. [Google Scholar] [CrossRef]
- Semenza, G.L. HIF-1 mediates metabolic responses to intratumoral hypoxia and oncogenic mutations. J. Clin. Investig. 2013, 123, 3664–3671. [Google Scholar] [CrossRef]
- Semenza, G.L.; Roth, P.H.; Fang, H.M.; Wang, G.L. Transcriptional regulation of genes encoding glycolytic enzymes by hypoxia-inducible factor 1. J. Biol. Chem. 1994, 269, 23757–23763. [Google Scholar] [CrossRef] [PubMed]
- Ebert, B.L.; Firth, J.D.; Ratcliffe, P.J. Hypoxia and mitochondrial inhibitors regulate expression of glucose transporter-1 via distinct Cis-acting sequences. J. Biol. Chem. 1995, 270, 29083–29089. [Google Scholar] [CrossRef]
- Wang, F.; Chen, L.; Kong, D.; Zhang, X.; Xia, S.; Liang, B.; Li, Y.; Zhou, Y.; Zhang, Z.; Shao, J.; et al. Canonical Wnt signaling promotes HSC glycolysis and liver fibrosis through an LDH-A/HIF-1alpha transcriptional complex. Hepatology 2024, 79, 606–623. [Google Scholar] [CrossRef] [PubMed]
- Iizuka, K.; Bruick, R.K.; Liang, G.; Horton, J.D.; Uyeda, K. Deficiency of carbohydrate response element-binding protein (ChREBP) reduces lipogenesis as well as glycolysis. Proc. Natl. Acad. Sci. USA 2004, 101, 7281–7286. [Google Scholar] [CrossRef] [PubMed]
- Aboelella, N.S.; Brandle, C.; Kim, T.; Ding, Z.C.; Zhou, G. Oxidative Stress in the Tumor Microenvironment and Its Relevance to Cancer Immunotherapy. Cancers 2021, 13, 986. [Google Scholar] [CrossRef]
- Yu, T.; Ding, C.; Peng, J.; Liang, G.; Tang, Y.; Zhao, J.; Li, Z. SIRT7-mediated NRF2 deacetylation promotes antioxidant response and protects against chemodrug-induced liver injury. Cell Death Dis. 2025, 16, 232. [Google Scholar] [CrossRef]
- Dayoub, R.; Vogel, A.; Schuett, J.; Lupke, M.; Spieker, S.M.; Kettern, N.; Hildt, E.; Melter, M.; Weiss, T.S. Nrf2 activates augmenter of liver regeneration (ALR) via antioxidant response element and links oxidative stress to liver regeneration. Mol. Med. 2013, 19, 237–244. [Google Scholar] [CrossRef]
- Mitsuishi, Y.; Taguchi, K.; Kawatani, Y.; Shibata, T.; Nukiwa, T.; Aburatani, H.; Yamamoto, M.; Motohashi, H. Nrf2 redirects glucose and glutamine into anabolic pathways in metabolic reprogramming. Cancer Cell 2012, 22, 66–79. [Google Scholar] [CrossRef]
- Xi, C.; Pang, J.; Barrett, A.; Horuzsko, A.; Ande, S.; Mivechi, N.F.; Zhu, X. Nrf2 Drives Hepatocellular Carcinoma Progression through Acetyl-CoA-Mediated Metabolic and Epigenetic Regulatory Networks. Mol. Cancer Res. 2023, 21, 1079–1092. [Google Scholar] [CrossRef]
- Nakagawa, H.; Hayata, Y.; Kawamura, S.; Yamada, T.; Fujiwara, N.; Koike, K. Lipid Metabolic Reprogramming in Hepatocellular Carcinoma. Cancers 2018, 10, 447. [Google Scholar] [CrossRef]
- Paul, B.; Lewinska, M.; Andersen, J.B. Lipid alterations in chronic liver disease and liver cancer. JHEP Rep. 2022, 4, 100479. [Google Scholar] [CrossRef] [PubMed]
- Ismail, I.T.; Elfert, A.; Helal, M.; Salama, I.; El-Said, H.; Fiehn, O. Remodeling Lipids in the Transition from Chronic Liver Disease to Hepatocellular Carcinoma. Cancers 2020, 13, 88. [Google Scholar] [CrossRef] [PubMed]
- Ehara, T.; Kamei, Y.; Takahashi, M.; Yuan, X.; Kanai, S.; Tamura, E.; Tanaka, M.; Yamazaki, T.; Miura, S.; Ezaki, O.; et al. Role of DNA methylation in the regulation of lipogenic glycerol-3-phosphate acyltransferase 1 gene expression in the mouse neonatal liver. Diabetes 2012, 61, 2442–2450. [Google Scholar] [CrossRef] [PubMed]
- Wang, S.; Zha, L.; Cui, X.; Yeh, Y.T.; Liu, R.; Jing, J.; Shi, H.; Chen, W.; Hanover, J.; Yin, J.; et al. Epigenetic Regulation of Hepatic Lipid Metabolism by DNA Methylation. Adv. Sci. 2023, 10, e2206068. [Google Scholar] [CrossRef]
- Wang, Y.; Chen, L.; Pandak, W.M.; Heuman, D.; Hylemon, P.B.; Ren, S. High Glucose Induces Lipid Accumulation via 25-Hydroxycholesterol DNA-CpG Methylation. iScience 2020, 23, 101102. [Google Scholar] [CrossRef]
- Horton, J.D.; Goldstein, J.L.; Brown, M.S. SREBPs: Activators of the complete program of cholesterol and fatty acid synthesis in the liver. J. Clin. Investig. 2002, 109, 1125–1131. [Google Scholar] [CrossRef]
- Li, N.; Zhou, Z.S.; Shen, Y.; Xu, J.; Miao, H.H.; Xiong, Y.; Xu, F.; Li, B.L.; Luo, J.; Song, B.L. Inhibition of the sterol regulatory element-binding protein pathway suppresses hepatocellular carcinoma by repressing inflammation in mice. Hepatology 2017, 65, 1936–1947. [Google Scholar] [CrossRef]
- Yue, X.; Kong, Y.; Zhang, Y.; Sun, M.; Liu, S.; Wu, Z.; Gao, L.; Liang, X.; Ma, C. SREBF2-STARD4 axis confers sorafenib resistance in hepatocellular carcinoma by regulating mitochondrial cholesterol homeostasis. Cancer Sci. 2023, 114, 477–489. [Google Scholar] [CrossRef]
- Tzeng, J.; Byun, J.; Park, J.Y.; Yamamoto, T.; Schesing, K.; Tian, B.; Sadoshima, J.; Oka, S. An Ideal PPAR Response Element Bound to and Activated by PPARalpha. PLoS ONE 2015, 10, e0134996. [Google Scholar] [CrossRef]
- Cao, J.; Chen, K.; Hu, K.; Mi, X.; Pan, Y.; Xiao, D.; Liu, S.; Xiao, L.; Zhou, L.; Tao, Y.; et al. USP2-mediated PPARgamma stabilization promotes hepatocellular carcinoma progression and M2 macrophage polarization via oleic acid. J. Immunother. Cancer 2025, 13, e012721. [Google Scholar] [CrossRef]
- Wang, B.; Tontonoz, P. Liver X receptors in lipid signalling and membrane homeostasis. Nat. Rev. Endocrinol. 2018, 14, 452–463. [Google Scholar] [CrossRef] [PubMed]
- Rankin, E.B.; Rha, J.; Selak, M.A.; Unger, T.L.; Keith, B.; Liu, Q.; Haase, V.H. Hypoxia-inducible factor 2 regulates hepatic lipid metabolism. Mol. Cell Biol. 2009, 29, 4527–4538. [Google Scholar] [CrossRef] [PubMed]
- Yang, L.; Venneti, S.; Nagrath, D. Glutaminolysis: A Hallmark of Cancer Metabolism. Annu. Rev. Biomed. Eng. 2017, 19, 163–194. [Google Scholar] [CrossRef] [PubMed]
- Yang, W.H.; Qiu, Y.; Stamatatos, O.; Janowitz, T.; Lukey, M.J. Enhancing the Efficacy of Glutamine Metabolism Inhibitors in Cancer Therapy. Trends Cancer 2021, 7, 790–804. [Google Scholar] [CrossRef]
- Xu, M.; Liu, Q.; Jia, Y.; Tu, K.; Yao, Y.; Liu, Q.; Guo, C. BCAT1 promotes tumor cell migration and invasion in hepatocellular carcinoma. Oncol. Lett. 2016, 12, 2648–2656. [Google Scholar] [CrossRef]
- Ericksen, R.E.; Lim, S.L.; McDonnell, E.; Shuen, W.H.; Vadiveloo, M.; White, P.J.; Ding, Z.; Kwok, R.; Lee, P.; Radda, G.K.; et al. Loss of BCAA Catabolism during Carcinogenesis Enhances mTORC1 Activity and Promotes Tumor Development and Progression. Cell Metab. 2019, 29, 1151–1165 e1156. [Google Scholar] [CrossRef]
- Wang, K.; Luo, L.; Fu, S.; Wang, M.; Wang, Z.; Dong, L.; Wu, X.; Dai, L.; Peng, Y.; Shen, G.; et al. PHGDH arginine methylation by PRMT1 promotes serine synthesis and represents a therapeutic vulnerability in hepatocellular carcinoma. Nat. Commun. 2023, 14, 1011. [Google Scholar] [CrossRef]
- Zhang, J.; Wang, C.; Chen, M.; Cao, J.; Zhong, Y.; Chen, L.; Shen, H.M.; Xia, D. Epigenetic silencing of glutaminase 2 in human liver and colon cancers. BMC Cancer 2013, 13, 601. [Google Scholar] [CrossRef]
- Liu, H.; Dong, H.; Robertson, K.; Liu, C. DNA methylation suppresses expression of the urea cycle enzyme carbamoyl phosphate synthetase 1 (CPS1) in human hepatocellular carcinoma. Am. J. Pathol. 2011, 178, 652–661. [Google Scholar] [CrossRef]
- De Chiara, F.; Heeboll, S.; Marrone, G.; Montoliu, C.; Hamilton-Dutoit, S.; Ferrandez, A.; Andreola, F.; Rombouts, K.; Gronbaek, H.; Felipo, V.; et al. Urea cycle dysregulation in non-alcoholic fatty liver disease. J. Hepatol. 2018, 69, 905–915. [Google Scholar] [CrossRef]
- Tyagi, E.; Pohorecka, M.; Valour, D.; Neau, B.; Hilaire, P.B.S.; Studeny, A.; Moulharat, N.; Darville, H.; Provost, N.; Duvivier, V.; et al. Asparagine synthetase promoter hypermethylation is required, but not sufficient, for sensitivity to Asparlas in patient-derived models of hepatocellular carcinoma. Eur. J. Pharmacol. 2025, 1007, 178241. [Google Scholar] [CrossRef] [PubMed]
- Wise, D.R.; DeBerardinis, R.J.; Mancuso, A.; Sayed, N.; Zhang, X.Y.; Pfeiffer, H.K.; Nissim, I.; Daikhin, E.; Yudkoff, M.; McMahon, S.B.; et al. Myc regulates a transcriptional program that stimulates mitochondrial glutaminolysis and leads to glutamine addiction. Proc. Natl. Acad. Sci. USA 2008, 105, 18782–18787. [Google Scholar] [CrossRef] [PubMed]
- Nachef, M.; Ali, A.K.; Almutairi, S.M.; Lee, S.H. Targeting SLC1A5 and SLC3A2/SLC7A5 as a Potential Strategy to Strengthen Anti-Tumor Immunity in the Tumor Microenvironment. Front. Immunol. 2021, 12, 624324. [Google Scholar] [CrossRef]
- Shen, Q.; Wang, R.; Liu, X.; Song, P.; Zheng, M.; Ren, X.; Ma, J.; Lu, Z.; Li, J. HSF1 Stimulates Glutamine Transport by Super-Enhancer-Driven lncRNA LINC00857 in Colorectal Cancer. Cancers 2022, 14, 3855. [Google Scholar] [CrossRef] [PubMed]
- Morrish, F.; Isern, N.; Sadilek, M.; Jeffrey, M.; Hockenbery, D.M. c-Myc activates multiple metabolic networks to generate substrates for cell-cycle entry. Oncogene 2009, 28, 2485–2491. [Google Scholar] [CrossRef]
- Nikiforov, M.A.; Chandriani, S.; O’Connell, B.; Petrenko, O.; Kotenko, I.; Beavis, A.; Sedivy, J.M.; Cole, M.D. A functional screen for Myc-responsive genes reveals serine hydroxymethyltransferase, a major source of the one-carbon unit for cell metabolism. Mol. Cell Biol. 2002, 22, 5793–5800. [Google Scholar] [CrossRef]
- Adiamah, M.; Poole, B.; Lindsey, J.C.; Kohe, S.; Morcavallo, A.; Burte, F.; Hill, R.M.; Blair, H.; Thompson, D.; Singh, M.; et al. MYC-dependent upregulation of the de novo serine and glycine synthesis pathway is a targetable metabolic vulnerability in group 3 medulloblastoma. Neuro Oncol. 2025, 27, 237–253. [Google Scholar] [CrossRef]
- Mani, M.; Khaghani, S.; Gol Mohammadi, T.; Zamani, Z.; Azadmanesh, K.; Meshkani, R.; Pasalar, P.; Mostafavi, E. Activation of Nrf2-Antioxidant Response Element Mediated Glutamate Cysteine Ligase Expression in Hepatoma Cell line by Homocysteine. Hepat. Mon. 2013, 13, e8394. [Google Scholar] [CrossRef]
- Ziki, R.A.; Colnot, S. Glutamine metabolism, a double agent combating or fuelling hepatocellular carcinoma. JHEP Rep. 2024, 6, 101077. [Google Scholar] [CrossRef]
- Adebayo Michael, A.O.; Ko, S.; Tao, J.; Moghe, A.; Yang, H.; Xu, M.; Russell, J.O.; Pradhan-Sundd, T.; Liu, S.; Singh, S.; et al. Inhibiting Glutamine-Dependent mTORC1 Activation Ameliorates Liver Cancers Driven by beta-Catenin Mutations. Cell Metab. 2019, 29, 1135–1150.e6. [Google Scholar] [CrossRef]
- Yan, R.; Cai, H.; Zhou, X.; Bao, G.; Bai, Z.; Ge, R.L. Hypoxia-inducible factor-2alpha promotes fibrosis in non-alcoholic fatty liver disease by enhancing glutamine catabolism and inhibiting yes-associated protein phosphorylation in hepatic stellate cells. Front. Endocrinol. 2024, 15, 1344971. [Google Scholar] [CrossRef]
- Stegen, S.; van Gastel, N.; Eelen, G.; Ghesquiere, B.; D’Anna, F.; Thienpont, B.; Goveia, J.; Torrekens, S.; Van Looveren, R.; Luyten, F.P.; et al. HIF-1alpha Promotes Glutamine-Mediated Redox Homeostasis and Glycogen-Dependent Bioenergetics to Support Postimplantation Bone Cell Survival. Cell Metab. 2016, 23, 265–279. [Google Scholar] [CrossRef] [PubMed]
- Rasmussen, B.B.; Adams, C.M. ATF4 Is a Fundamental Regulator of Nutrient Sensing and Protein Turnover. J. Nutr. 2020, 150, 979–980. [Google Scholar] [CrossRef] [PubMed]
- Chavdoula, E.; Anastas, V.; Ferlita, A.; Aldana, J.; Carota, G.; Spampinato, M.; Soysal, B.; Cosentini, I.; Parashar, S.; Sircar, A.; et al. Transcriptional regulation of amino acid metabolism by KDM2B, in the context of ncPRC1.1 and in concert with MYC and ATF4. bioRxiv 2023. [Google Scholar] [CrossRef] [PubMed]
- Pascale, R.M.; Simile, M.M.; Calvisi, D.F.; Feo, C.F.; Feo, F. S-Adenosylmethionine: From the Discovery of Its Inhibition of Tumorigenesis to Its Use as a Therapeutic Agent. Cells 2022, 11, 409. [Google Scholar] [CrossRef]
- Mathes, A.; Duman, M.B.; Neumann, A.; Dobreva, G.; Schmidt, T. S-adenosylmethionine treatment affects histone methylation in prostate cancer cells. Gene 2024, 893, 147915. [Google Scholar] [CrossRef]
- Wang, Y.; Sun, Z.; Szyf, M. S-adenosyl-methionine (SAM) alters the transcriptome and methylome and specifically blocks growth and invasiveness of liver cancer cells. Oncotarget 2017, 8, 111866–111881. [Google Scholar] [CrossRef]
- Yan, L.; Liang, X.; Huang, H.; Zhang, G.; Liu, T.; Zhang, J.; Chen, Z.; Zhang, Z.; Chen, Y. S-Adenosylmethionine Affects Cell Cycle Pathways and Suppresses Proliferation in Liver Cells. J. Cancer 2019, 10, 4368–4379. [Google Scholar] [CrossRef]
- Mato, J.M.; Martinez-Chantar, M.L.; Lu, S.C. S-adenosylmethionine metabolism and liver disease. Ann. Hepatol. 2013, 12, 183–189. [Google Scholar] [CrossRef]
- Frau, M.; Tomasi, M.L.; Simile, M.M.; Demartis, M.I.; Salis, F.; Latte, G.; Calvisi, D.F.; Seddaiu, M.A.; Daino, L.; Feo, C.F.; et al. Role of transcriptional and posttranscriptional regulation of methionine adenosyltransferases in liver cancer progression. Hepatology 2012, 56, 165–175. [Google Scholar] [CrossRef]
- Calvisi, D.F.; Ladu, S.; Gorden, A.; Farina, M.; Lee, J.S.; Conner, E.A.; Schroeder, I.; Factor, V.M.; Thorgeirsson, S.S. Mechanistic and prognostic significance of aberrant methylation in the molecular pathogenesis of human hepatocellular carcinoma. J. Clin. Investig. 2007, 117, 2713–2722. [Google Scholar] [CrossRef]
- Yang, B.; Guo, M.; Herman, J.G.; Clark, D.P. Aberrant promoter methylation profiles of tumor suppressor genes in hepatocellular carcinoma. Am. J. Pathol. 2003, 163, 1101–1107. [Google Scholar] [CrossRef] [PubMed]
- Lee, S.; Lee, H.J.; Kim, J.H.; Lee, H.S.; Jang, J.J.; Kang, G.H. Aberrant CpG island hypermethylation along multistep hepatocarcinogenesis. Am. J. Pathol. 2003, 163, 1371–1378. [Google Scholar] [CrossRef] [PubMed]
- Pacheco-Bernal, I.; Becerril-Perez, F.; Bustamante-Zepeda, M.; Gonzalez-Suarez, M.; Olmedo-Suarez, M.A.; Hernandez-Barrientos, L.R.; Alarcon-Del-Carmen, A.; Escalante-Covarrubias, Q.; Mendoza-Viveros, L.; Hernandez-Lemus, E.; et al. Transitions in chromatin conformation shaped by fatty acids and the circadian clock underlie hepatic transcriptional reorganization in obese mice. Cell Mol. Life Sci. 2024, 81, 309. [Google Scholar] [CrossRef] [PubMed]
- Serefidou, M.; Venkatasubramani, A.V.; Imhof, A. The Impact of One Carbon Metabolism on Histone Methylation. Front. Genet. 2019, 10, 764. [Google Scholar] [CrossRef]
- Cao, X.; Guo, Y.; Guo, Z.; Liu, Y.; Dou, Y.; Xue, L. One-carbon metabolism in cancer: Moonlighting functions of metabolic enzymes and anti-tumor therapy. Cancer Metastasis Rev. 2025, 44, 91. [Google Scholar] [CrossRef]
- Hao, Y.; Yi, Q.; XiaoWu, X.; WeiBo, C.; GuangChen, Z.; XueMin, C. Acetyl-CoA: An interplay between metabolism and epigenetics in cancer. Front. Mol. Med. 2022, 2, 1044585. [Google Scholar] [CrossRef]
- Guertin, D.A.; Wellen, K.E. Acetyl-CoA metabolism in cancer. Nat. Rev. Cancer 2023, 23, 156–172. [Google Scholar] [CrossRef]
- Assante, G.; Chandrasekaran, S.; Ng, S.; Tourna, A.; Chung, C.H.; Isse, K.A.; Banks, J.L.; Soffientini, U.; Filippi, C.; Dhawan, A.; et al. Acetyl-CoA metabolism drives epigenome change and contributes to carcinogenesis risk in fatty liver disease. Genome Med. 2022, 14, 67. [Google Scholar] [CrossRef]
- Zhao, S.; Torres, A.; Henry, R.A.; Trefely, S.; Wallace, M.; Lee, J.V.; Carrer, A.; Sengupta, A.; Campbell, S.L.; Kuo, Y.M.; et al. ATP-Citrate Lyase Controls a Glucose-to-Acetate Metabolic Switch. Cell Rep. 2016, 17, 1037–1052. [Google Scholar] [CrossRef]
- Schug, Z.T.; Peck, B.; Jones, D.T.; Zhang, Q.; Grosskurth, S.; Alam, I.S.; Goodwin, L.M.; Smethurst, E.; Mason, S.; Blyth, K.; et al. Acetyl-CoA synthetase 2 promotes acetate utilization and maintains cancer cell growth under metabolic stress. Cancer Cell 2015, 27, 57–71. [Google Scholar] [CrossRef] [PubMed]
- Munk, S.H.N.; Merchut-Maya, J.M.; Adelantado Rubio, A.; Hall, A.; Pappas, G.; Milletti, G.; Lee, M.; Johnsen, L.G.; Guldberg, P.; Bartek, J.; et al. NAD+ regulates nucleotide metabolism and genomic DNA replication. Nat. Cell Biol. 2023, 25, 1774–1786. [Google Scholar] [CrossRef] [PubMed]
- Xie, N.; Zhang, L.; Gao, W.; Huang, C.; Huber, P.E.; Zhou, X.; Li, C.; Shen, G.; Zou, B. NAD(+) metabolism: Pathophysiologic mechanisms and therapeutic potential. Signal Transduct. Target. Ther. 2020, 5, 227. [Google Scholar] [CrossRef] [PubMed]
- Yang, R.; Guo, Z.; Li, B. NADH reductive stress drives metabolic reprogramming. Trends Cell Biol. 2026, 36, 177–189. [Google Scholar] [CrossRef]
- Kumar, V.; Carlson, J.E.; Ohgi, K.A.; Edwards, T.A.; Rose, D.W.; Escalante, C.R.; Rosenfeld, M.G.; Aggarwal, A.K. Transcription corepressor CtBP is an NAD+-regulated dehydrogenase. Mol. Cell 2002, 10, 857–869. [Google Scholar] [CrossRef]
- Dai, X.; Li, Y.; Meng, G.; Yao, S.; Zhao, Y.; Yu, Q.; Zhang, J.; Luo, M.; Zheng, X. NADPH is an allosteric regulator of HSCARG. J. Mol. Biol. 2009, 387, 1277–1285. [Google Scholar] [CrossRef]
- McLaughlin, K.J.; Strain-Damerell, C.M.; Xie, K.; Brekasis, D.; Soares, A.S.; Paget, M.S.; Kielkopf, C.L. Structural basis for NADH/NAD+ redox sensing by a Rex family repressor. Mol. Cell 2010, 38, 563–575. [Google Scholar] [CrossRef]
- Canto, C.; Menzies, K.J.; Auwerx, J. NAD+ Metabolism and the Control of Energy Homeostasis: A Balancing Act between Mitochondria and the Nucleus. Cell Metab. 2015, 22, 31–53. [Google Scholar] [CrossRef]
- Ryall, J.G.; Dell’Orso, S.; Derfoul, A.; Juan, A.; Zare, H.; Feng, X.; Clermont, D.; Koulnis, M.; Gutierrez-Cruz, G.; Fulco, M.; et al. The NAD+-dependent SIRT1 deacetylase translates a metabolic switch into regulatory epigenetics in skeletal muscle stem cells. Cell Stem Cell 2015, 16, 171–183. [Google Scholar] [CrossRef]
- Zhang, T.; Berrocal, J.G.; Frizzell, K.M.; Gamble, M.J.; DuMond, M.E.; Krishnakumar, R.; Yang, T.; Sauve, A.A.; Kraus, W.L. Enzymes in the NAD+ salvage pathway regulate SIRT1 activity at target gene promoters. J. Biol. Chem. 2009, 284, 20408–20417. [Google Scholar] [CrossRef]
- Ohanna, M.; Cerezo, M.; Nottet, N.; Bille, K.; Didier, R.; Beranger, G.; Mograbi, B.; Rocchi, S.; Yvan-Charvet, L.; Ballotti, R.; et al. Pivotal role of NAMPT in the switch of melanoma cells toward an invasive and drug-resistant phenotype. Genes. Dev. 2018, 32, 448–461. [Google Scholar] [CrossRef]
- Xiao, M.; Yang, H.; Xu, W.; Ma, S.; Lin, H.; Zhu, H.; Liu, L.; Liu, Y.; Yang, C.; Xu, Y.; et al. Inhibition of alpha-KG-dependent histone and DNA demethylases by fumarate and succinate that are accumulated in mutations of FH and SDH tumor suppressors. Genes. Dev. 2012, 26, 1326–1338. [Google Scholar] [CrossRef]
- Huang, F.; Luo, X.; Ou, Y.; Gao, Z.; Tang, Q.; Chu, Z.; Zhu, X.; He, Y. Control of histone demethylation by nuclear-localized alpha-ketoglutarate dehydrogenase. Science 2023, 381, eadf8822. [Google Scholar] [CrossRef]
- Beyoglu, D.; Idle, J.R. Metabolic Rewiring and the Characterization of Oncometabolites. Cancers 2021, 13, 2900. [Google Scholar] [CrossRef]
- Gaude, E.; Frezza, C. Defects in mitochondrial metabolism and cancer. Cancer Metab. 2014, 2, 10. [Google Scholar] [CrossRef] [PubMed]
- Zhou, Z.; Ibekwe, E.; Chornenkyy, Y. Metabolic Alterations in Cancer Cells and the Emerging Role of Oncometabolites as Drivers of Neoplastic Change. Antioxidants 2018, 7, 16. [Google Scholar] [CrossRef] [PubMed]
- Du, X.; Hu, H. The Roles of 2-Hydroxyglutarate. Front. Cell Dev. Biol. 2021, 9, 651317. [Google Scholar] [CrossRef] [PubMed]
- Nadtochiy, S.M.; Schafer, X.; Fu, D.; Nehrke, K.; Munger, J.; Brookes, P.S. Acidic pH Is a Metabolic Switch for 2-Hydroxyglutarate Generation and Signaling. J. Biol. Chem. 2016, 291, 20188–20197. [Google Scholar] [CrossRef]
- Hao, J.; Huang, Z.; Zhang, S.; Song, K.; Wang, J.; Gao, C.; Fang, Z.; Zhang, N. Deciphering the multifaceted roles and clinical implications of 2-hydroxyglutarate in cancer. Pharmacol. Res. 2024, 209, 107437. [Google Scholar] [CrossRef]
- Tian, X.; Wang, Y.; Lu, Y.; Wu, B.; Chen, S.; Du, J.; Cai, W.; Xiao, Y. Metabolic regulation of cholestatic liver injury by D-2-hydroxyglutarate with the modulation of hepatic microenvironment and the mammalian target of rapamycin signaling. Cell Death Dis. 2022, 13, 1001. [Google Scholar] [CrossRef]
- Liu, G.; Zhang, S.; Qin, H.; He, K.; Li, R.; Guo, H. Novel role of L-2-HG in regulating HIF1A signaling pathway and iron death resistance in renal cancer brain metastasis. Cell Death Dis. 2025, 16, 798. [Google Scholar] [CrossRef] [PubMed]
- Tenen, D.G.; Chai, L.; Tan, J.L. Metabolic alterations and vulnerabilities in hepatocellular carcinoma. Gastroenterol. Rep. 2021, 9, 1–13. [Google Scholar] [CrossRef] [PubMed]
- Li, J.; Liang, N.; Long, X.; Zhao, J.; Yang, J.; Du, X.; Yang, T.; Yuan, P.; Huang, X.; Zhang, J.; et al. SDHC-related deficiency of SDH complex activity promotes growth and metastasis of hepatocellular carcinoma via ROS/NFkappaB signaling. Cancer Lett. 2019, 461, 44–55. [Google Scholar] [CrossRef] [PubMed]
- Tseng, P.L.; Wu, W.H.; Hu, T.H.; Chen, C.W.; Cheng, H.C.; Li, C.F.; Tsai, W.H.; Tsai, H.J.; Hsieh, M.C.; Chuang, J.H.; et al. Decreased succinate dehydrogenase B in human hepatocellular carcinoma accelerates tumor malignancy by inducing the Warburg effect. Sci. Rep. 2018, 8, 3081. [Google Scholar] [CrossRef]
- Wentzel, J.F.; Lewies, A.; Bronkhorst, A.J.; van Dyk, E.; du Plessis, L.H.; Pretorius, P.J. Exposure to high levels of fumarate and succinate leads to apoptotic cytotoxicity and altered global DNA methylation profiles in vitro. Biochimie 2017, 135, 28–34. [Google Scholar] [CrossRef]
- Chang, S.; Tomii, A.; Zhou, Y.; Yang, X.; Dong, Y.; Yan, J.; Wu, A.; Wang, Y.; Zhang, Q.; Meng, H.; et al. Succinate supplementation alleviates liver cancer by inhibiting the FN1/SQLE axis-mediated cholesterol biosynthesis. iScience 2025, 28, 111731. [Google Scholar] [CrossRef]
- Zhang, Y.; Peng, Q.; Zheng, J.; Yang, Y.; Zhang, X.; Ma, A.; Qin, Y.; Qin, Z.; Zheng, X. The function and mechanism of lactate and lactylation in tumor metabolism and microenvironment. Genes. Dis. 2023, 10, 2029–2037. [Google Scholar] [CrossRef]
- Bar-Or, D.; Banton, K.; Acuna, D.; Williams, J.; Palacio, C.H.; Zaw-Mon, C.; Garrett, R.; Crawley, T.; Paredes, D. Lactylation as a metabolic-epigenetic switch: Mechanisms and roles in cancer, sepsis, trauma, inflammation, and tissue repair. Biochem. Biophys. Rep. 2026, 45, 102507. [Google Scholar] [CrossRef]
- Li, S.; Lu, X.; Zhang, L. Lactylation: The malignant playbook of hepatocellular carcinoma cells and their roadmap to therapy resistance. Front. Immunol. 2025, 16, 1752404. [Google Scholar] [CrossRef]
- Jiang, Z.; Xiong, N.; Yan, R.; Li, S.T.; Liu, H.; Mao, Q.; Sun, Y.; Shen, S.; Ye, L.; Gao, P.; et al. PDHX acetylation facilitates tumor progression by disrupting PDC assembly and activating lactylation-mediated gene expression. Protein Cell 2025, 16, 49–63. [Google Scholar] [CrossRef]
- Liao, J.; Chen, Z.; Chang, R.; Yuan, T.; Li, G.; Zhu, C.; Wen, J.; Wei, Y.; Huang, Z.; Ding, Z.; et al. CENPA functions as a transcriptional regulator to promote hepatocellular carcinoma progression via cooperating with YY1. Int. J. Biol. Sci. 2023, 19, 5218–5232. [Google Scholar] [CrossRef] [PubMed]
- Liu, Q.; Yan, X.; Li, R.; Yuan, Y.; Wang, J.; Zhao, Y.; Fu, J.; Su, J. Polyamine Signal through HCC Microenvironment: A Key Regulator of Mitochondrial Preservation and Turnover in TAMs. Int. J. Mol. Sci. 2024, 25, 996. [Google Scholar] [CrossRef] [PubMed]
- Krishnamurthy, S.; Gilot, D.; Ahn, S.B.; Lam, V.; Shin, J.S.; Guillemin, G.J.; Heng, B. Involvement of Kynurenine Pathway in Hepatocellular Carcinoma. Cancers 2021, 13, 5180. [Google Scholar] [CrossRef] [PubMed]
- Mossmann, D.; Muller, C.; Park, S.; Ryback, B.; Colombi, M.; Ritter, N.; Weissenberger, D.; Dazert, E.; Coto-Llerena, M.; Nuciforo, S.; et al. Arginine reprograms metabolism in liver cancer via RBM39. Cell 2023, 186, 5068–5083 e5023. [Google Scholar] [CrossRef]
- Gu, X.; Wei, H.; Suo, C.; Shen, S.; Zhu, C.; Chen, L.; Yan, K.; Li, Z.; Bian, Z.; Zhang, P.; et al. Itaconate promotes hepatocellular carcinoma progression by epigenetic induction of CD8+ T-cell exhaustion. Nat. Commun. 2023, 14, 8154. [Google Scholar] [CrossRef]
- Polverino, A.; Sorrentino, P.; Pesoli, M.; Mandolesi, L. Nutrition and cognition across the lifetime: An overview on epigenetic mechanisms. AIMS Neurosci. 2021, 8, 448–476. [Google Scholar] [CrossRef]
- Choi, S.W.; Friso, S. Epigenetics: A New Bridge between Nutrition and Health. Adv. Nutr. 2010, 1, 8–16. [Google Scholar] [CrossRef]
- Zhou, D.; Hlady, R.A.; Schafer, M.J.; White, T.A.; Liu, C.; Choi, J.H.; Miller, J.D.; Roberts, L.R.; LeBrasseur, N.K.; Robertson, K.D. High fat diet and exercise lead to a disrupted and pathogenic DNA methylome in mouse liver. Epigenetics 2017, 12, 55–69. [Google Scholar] [CrossRef]
- Martin Barraza, J.I.; Bars-Cortina, D. Dietary Pattern’s Role in Hepatic Epigenetic and Dietary Recommendations for the Prevention of NAFLD. Nutrients 2024, 16, 2956. [Google Scholar] [CrossRef]
- Tzouanas, C.N.; Shay, J.E.S.; Sherman, M.S.; Rubin, A.J.; Mead, B.E.; Dao, T.T.; Tao, J.; Lehrich, B.M.; Eng, G.; Patterson-Fortin, J.; et al. Hepatic adaptation to chronic metabolic stress primes tumorigenesis. Cell 2026, 189, 435–460 e428. [Google Scholar] [CrossRef]
- Cassano, M.; Offner, S.; Planet, E.; Piersigilli, A.; Jang, S.M.; Henry, H.; Geuking, M.B.; Mooser, C.; McCoy, K.D.; Macpherson, A.J.; et al. Polyphenic trait promotes liver cancer in a model of epigenetic instability in mice. Hepatology 2017, 66, 235–251. [Google Scholar] [CrossRef] [PubMed]
- Akone, S.H.; Ntie-Kang, F.; Stuhldreier, F.; Ewonkem, M.B.; Noah, A.M.; Mouelle, S.E.M.; Muller, R. Natural Products Impacting DNA Methyltransferases and Histone Deacetylases. Front. Pharmacol. 2020, 11, 992. [Google Scholar] [CrossRef] [PubMed]
- Bimonte, S.; Albino, V.; Piccirillo, M.; Nasto, A.; Molino, C.; Palaia, R.; Cascella, M. Epigallocatechin-3-gallate in the prevention and treatment of hepatocellular carcinoma: Experimental findings and translational perspectives. Drug Des. Devel Ther. 2019, 13, 611–621. [Google Scholar] [CrossRef] [PubMed]
- Fang, X.; Cai, Y.; Peng, X.; Li, Z.; Huang, M.; Li, Y.; Liu, P. Epicatechin attenuates the stemness of liver cancer stem cells and tumorigenesis through DNA methylation-mediated inactivation of GINS1/HRAS. J. Transl. Med. 2025, 23, 828. [Google Scholar] [CrossRef]
- Li, H.; Rafie, R.; Xu, Z.; Siddiqui, R.A. Phytochemical profile and anti-oxidation activity changes during ginger (Zingiber officinale) harvest: Baby ginger attenuates lipid accumulation and ameliorates glucose uptake in HepG2 cells. Food Sci. Nutr. 2022, 10, 133–144. [Google Scholar] [CrossRef]
- Wan, J.; Zhou, J.; Fu, L.; Li, Y.; Zeng, H.; Xu, X.; Lv, C.; Jin, H. Ascorbic Acid Inhibits Liver Cancer Growth and Metastasis in vitro and in vivo, Independent of Stemness Gene Regulation. Front. Pharmacol. 2021, 12, 726015. [Google Scholar] [CrossRef]
- Monteagudo-Sanchez, A.; Noordermeer, D.; Greenberg, M.V.C. The impact of DNA methylation on CTCF-mediated 3D genome organization. Nat. Struct. Mol. Biol. 2024, 31, 404–412. [Google Scholar] [CrossRef]
- Sen, D.; Maniyadath, B.; Chowdhury, S.; Kaur, A.; Khatri, S.; Chakraborty, A.; Mehendale, N.; Nadagouda, S.; Sandra, U.S.; Kamat, S.S.; et al. Metabolic regulation of CTCF expression and chromatin association dictates starvation response in mice and flies. iScience 2023, 26, 107128. [Google Scholar] [CrossRef]
- van Ruiten, M.S.; van Gent, D.; Sedeno Cacciatore, A.; Fauster, A.; Willems, L.; Hekkelman, M.L.; Hoekman, L.; Altelaar, M.; Haarhuis, J.H.I.; Brummelkamp, T.R.; et al. The cohesin acetylation cycle controls chromatin loop length through a PDS5A brake mechanism. Nat. Struct. Mol. Biol. 2022, 29, 586–591. [Google Scholar] [CrossRef]
- Qin, Y.; Grimm, S.A.; Roberts, J.D.; Chrysovergis, K.; Wade, P.A. Alterations in promoter interaction landscape and transcriptional network underlying metabolic adaptation to diet. Nat. Commun. 2020, 11, 962. [Google Scholar] [CrossRef]
- Sabari, B.R.; Dall’Agnese, A.; Boija, A.; Klein, I.A.; Coffey, E.L.; Shrinivas, K.; Abraham, B.J.; Hannett, N.M.; Zamudio, A.V.; Manteiga, J.C.; et al. Coactivator condensation at super-enhancers links phase separation and gene control. Science 2018, 361. [Google Scholar] [CrossRef]
- Yu, R.; Sun, D.; Zhang, C. Liquid-liquid phase separation in super enhancer-driven oncogenesis: Mechanisms, immune evasion, and therapeutic implications. Front. Cell Dev. Biol. 2025, 13, 1645325. [Google Scholar] [CrossRef] [PubMed]
- Jo, C.; Park, S.; Oh, S.; Choi, J.; Kim, E.K.; Youn, H.D.; Cho, E.J. Histone acylation marks respond to metabolic perturbations and enable cellular adaptation. Exp. Mol. Med. 2020, 52, 2005–2019. [Google Scholar] [CrossRef] [PubMed]
- Hsieh, W.C.; Sutter, B.M.; Ruess, H.; Barnes, S.D.; Malladi, V.S.; Tu, B.P. Glucose starvation induces a switch in the histone acetylome for activation of gluconeogenic and fat metabolism genes. Mol. Cell 2022, 82, 60–74 e65. [Google Scholar] [CrossRef] [PubMed]
- Li, C.L.; Yao, Z.Y.; Sun, A.; Cao, J.Y.; Wang, Z.S. Targeting super-enhancers in liver cancer: From pathogenic mechanisms to clinical applications. Front. Pharmacol. 2025, 16, 1589455. [Google Scholar] [CrossRef]
- Morrish, F.; Noonan, J.; Perez-Olsen, C.; Gafken, P.R.; Fitzgibbon, M.; Kelleher, J.; VanGilst, M.; Hockenbery, D. Myc-dependent mitochondrial generation of acetyl-CoA contributes to fatty acid biosynthesis and histone acetylation during cell cycle entry. J. Biol. Chem. 2010, 285, 36267–36274. [Google Scholar] [CrossRef]
- Kim, J.A.; Yeom, Y.I. Metabolic Signaling to Epigenetic Alterations in Cancer. Biomol. Ther. 2018, 26, 69–80. [Google Scholar] [CrossRef]
- Murray, B.; Barbier-Torres, L.; Fan, W.; Mato, J.M.; Lu, S.C. Methionine adenosyltransferases in liver cancer. World J. Gastroenterol. 2019, 25, 4300–4319. [Google Scholar] [CrossRef]
- Fernandez-Ramos, D.; Lopitz-Otsoa, F.; Lu, S.C.; Mato, J.M. S-Adenosylmethionine: A Multifaceted Regulator in Cancer Pathogenesis and Therapy. Cancers 2025, 17, 535. [Google Scholar] [CrossRef]
- Pascale, R.M.; Feo, C.F.; Calvisi, D.F.; Feo, F. Deregulation of methionine metabolism as determinant of progression and prognosis of hepatocellular carcinoma. Transl. Gastroenterol. Hepatol. 2018, 3, 36. [Google Scholar] [CrossRef]
- Nickel, G.A.; Pederson, N.J.; Faheem; Yang, Z.; Bulf, J.; Diehl, K.L. Sirtuin 6 is a histone delactylase. J. Biol. Chem. 2025, 301, 110795. [Google Scholar] [CrossRef] [PubMed]
- Zhong, L.; D’Urso, A.; Toiber, D.; Sebastian, C.; Henry, R.E.; Vadysirisack, D.D.; Guimaraes, A.; Marinelli, B.; Wikstrom, J.D.; Nir, T.; et al. The histone deacetylase Sirt6 regulates glucose homeostasis via Hif1alpha. Cell 2010, 140, 280–293. [Google Scholar] [CrossRef] [PubMed]
- Mei, Q.; Chen, M.; Lu, X.; Li, X.; Duan, F.; Wang, M.; Luo, G.; Han, W. An open-label, single-arm, phase I/II study of lower-dose decitabine based therapy in patients with advanced hepatocellular carcinoma. Oncotarget 2015, 6, 16698–16711. [Google Scholar] [CrossRef] [PubMed]
- Gailhouste, L.; Liew, L.C.; Yasukawa, K.; Hatada, I.; Tanaka, Y.; Nakagama, H.; Ochiya, T. Differentiation Therapy by Epigenetic Reconditioning Exerts Antitumor Effects on Liver Cancer Cells. Mol. Ther. 2018, 26, 1840–1854. [Google Scholar] [CrossRef]
- Zheng, J.; Lin, W.; Tang, J.; Xu, B. Systematic analysis of the aberrances and functional implications of epigenetic genes in hepatocellular carcinoma. Discov. Oncol. 2025, 16, 936. [Google Scholar] [CrossRef]
- Wang, P.; Xiao, R.; Chen, J.; Guan, P.; Heng, H.L.; Liu, L.; Wang, Y.; Zeng, X.; Zhong, G.; Hao, J.; et al. PARP inhibitor augments anti-tumor efficacy of DNMT inhibitor by inducing senescence in cholangiocarcinoma. Int. J. Biol. Sci. 2025, 21, 3649–3665. [Google Scholar] [CrossRef]
- Chiba, K.; Johnson, J.Z.; Vogan, J.M.; Wagner, T.; Boyle, J.M.; Hockemeyer, D. Cancer-associated TERT promoter mutations abrogate telomerase silencing. Elife 2015, 4, e07918. [Google Scholar] [CrossRef]
- Kouroukli, A.G.; Rajaram, N.; Bashtrykov, P.; Kretzmer, H.; Siebert, R.; Jeltsch, A.; Bens, S. Targeting oncogenic TERT promoter variants by allele-specific epigenome editing. Clin. Epigenetics 2023, 15, 183. [Google Scholar] [CrossRef]
- Gilbert, L.A.; Larson, M.H.; Morsut, L.; Liu, Z.; Brar, G.A.; Torres, S.E.; Stern-Ginossar, N.; Brandman, O.; Whitehead, E.H.; Doudna, J.A.; et al. CRISPR-mediated modular RNA-guided regulation of transcription in eukaryotes. Cell 2013, 154, 442–451. [Google Scholar] [CrossRef]
- Yeo, N.C.; Chavez, A.; Lance-Byrne, A.; Chan, Y.; Menn, D.; Milanova, D.; Kuo, C.C.; Guo, X.; Sharma, S.; Tung, A.; et al. An enhanced CRISPR repressor for targeted mammalian gene regulation. Nat. Methods 2018, 15, 611–616. [Google Scholar] [CrossRef]
- Zhao, G.; Ma, Q.; Yang, H.; Jiang, H.; Xu, Q.; Luo, S.; Meng, Z.; Liu, J.; Zhu, L.; Lin, Q.; et al. Base editing of the mutated TERT promoter inhibits liver tumor growth. Hepatology 2024, 79, 1310–1323. [Google Scholar] [CrossRef]
- Li, X.; Qian, X.; Wang, B.; Xia, Y.; Zheng, Y.; Du, L.; Xu, D.; Xing, D.; DePinho, R.A.; Lu, Z. Programmable base editing of mutated TERT promoter inhibits brain tumour growth. Nat. Cell Biol. 2020, 22, 282–288. [Google Scholar] [CrossRef] [PubMed]
- Huang, Y.; Sun, L.; Liu, N.; Wei, Q.; Jiang, L.; Tong, X.; Ye, X. Polo-like Kinase 1 (Plk1) Up-regulates Telomerase Activity by Affecting Human Telomerase Reverse Transcriptase (hTERT) Stability. J. Biol. Chem. 2015, 290, 18865–18873. [Google Scholar] [CrossRef]
- Tang, Q.; Hu, G.; Sang, Y.; Chen, Y.; Wei, G.; Zhu, M.; Chen, M.; Li, S.; Liu, R.; Peng, Z. Therapeutic targeting of PLK1 in TERT promoter-mutant hepatocellular carcinoma. Clin. Transl. Med. 2024, 14, e1703. [Google Scholar] [CrossRef] [PubMed]
- West, A.C.; Johnstone, R.W. New and emerging HDAC inhibitors for cancer treatment. J. Clin. Investig. 2014, 124, 30–39. [Google Scholar] [CrossRef] [PubMed]
- Sequera, C.; Grattarola, M.; Cannet, F.; Dobric, A.; Michea Veloso, P.; Methia, M.; Richelme, S.; El Kaoutari, A.; Kousteridou, P.; Debayle, D.; et al. The HDAC inhibitor romidepsin renders liver cancer vulnerable to RTK targeting and immunologically active. Nat. Commun. 2025, 16, 7919. [Google Scholar] [CrossRef]
- Lachenmayer, A.; Toffanin, S.; Cabellos, L.; Alsinet, C.; Hoshida, Y.; Villanueva, A.; Minguez, B.; Tsai, H.W.; Ward, S.C.; Thung, S.; et al. Combination therapy for hepatocellular carcinoma: Additive preclinical efficacy of the HDAC inhibitor panobinostat with sorafenib. J. Hepatol. 2012, 56, 1343–1350. [Google Scholar] [CrossRef]
- Ramalingam, S.S.; Kummar, S.; Sarantopoulos, J.; Shibata, S.; LoRusso, P.; Yerk, M.; Holleran, J.; Lin, Y.; Beumer, J.H.; Harvey, R.D.; et al. Phase I study of vorinostat in patients with advanced solid tumors and hepatic dysfunction: A National Cancer Institute Organ Dysfunction Working Group study. J. Clin. Oncol. 2010, 28, 4507–4512. [Google Scholar] [CrossRef]
- Sun, Y.; Hong, J.H.; Ning, Z.; Pan, D.; Fu, X.; Lu, X.; Tan, J. Therapeutic potential of tucidinostat, a subtype-selective HDAC inhibitor, in cancer treatment. Front. Pharmacol. 2022, 13, 932914. [Google Scholar] [CrossRef]
- Takebe, N.; Beumer, J.H.; Kummar, S.; Kiesel, B.F.; Dowlati, A.; O’Sullivan Coyne, G.; Piekarz, R.; Rubinstein, L.; Fogli, L.K.; Vaishampayan, U.; et al. A phase I pharmacokinetic study of belinostat in patients with advanced cancers and varying degrees of liver dysfunction. Br. J. Clin. Pharmacol. 2019, 85, 2499–2511. [Google Scholar] [CrossRef]
- Zhao, J.; Gray, S.G.; Greene, C.M.; Lawless, M.W. Unmasking the pathological and therapeutic potential of histone deacetylases for liver cancer. Expert. Rev. Gastroenterol. Hepatol. 2019, 13, 247–256. [Google Scholar] [CrossRef]
- Sadia, K.; Castagna, A.; Udali, S.; Ambrosani, F.; Pattini, P.; Beri, R.; Argentino, G.; Masutti, M.; Moruzzi, S.; Friso, S. Epigenetic Regulation Through Histone Deacetylation: Implications and Therapeutic Potential in Hepatocellular Carcinoma. Cells 2025, 14, 1337. [Google Scholar] [CrossRef] [PubMed]
- Au, S.L.; Wong, C.C.; Lee, J.M.; Fan, D.N.; Tsang, F.H.; Ng, I.O.; Wong, C.M. Enhancer of zeste homolog 2 epigenetically silences multiple tumor suppressor microRNAs to promote liver cancer metastasis. Hepatology 2012, 56, 622–631. [Google Scholar] [CrossRef] [PubMed]
- Tao, J.; Alessandri, L.; Gasparetto, A.; Zhao, L.; Zhang, X.; Alt, F.W.; Chiarle, R. Epigenetic changes by EZH2 inhibition increase translocations in B cells with high AID activity or DNA repair deficiency. Blood 2025, 146, 2203–2216. [Google Scholar] [CrossRef] [PubMed]
- Lai, Y.; Han, X.; Xie, B.; Xu, Y.; Yang, Z.; Wang, D.; Li, W.; Xie, Y.; Song, W.; Zhang, X.; et al. EZH2 suppresses ferroptosis in hepatocellular carcinoma and reduces sorafenib sensitivity through epigenetic regulation of TFR2. Cancer Sci. 2024, 115, 2220–2234. [Google Scholar] [CrossRef]
- Mortezaee, K. EZH2 regulatory roles in cancer immunity and immunotherapy. Pathol. Res. Pract. 2025, 270, 155992. [Google Scholar] [CrossRef]
- Lasko, L.M.; Jakob, C.G.; Edalji, R.P.; Qiu, W.; Montgomery, D.; Digiammarino, E.L.; Hansen, T.M.; Risi, R.M.; Frey, R.; Manaves, V.; et al. Discovery of a selective catalytic p300/CBP inhibitor that targets lineage-specific tumours. Nature 2017, 550, 128–132. [Google Scholar] [CrossRef]
- Zhou, F.; Liu, Q.; Zhang, L.; Zhu, Q.; Wang, S.; Zhu, K.; Deng, R.; Liu, Y.; Yuan, G.; Wang, X.; et al. Selective inhibition of CBP/p300 HAT by A-485 results in suppression of lipogenesis and hepatic gluconeogenesis. Cell Death Dis. 2020, 11, 745. [Google Scholar] [CrossRef]
- Cai, L.Y.; Chen, S.J.; Xiao, S.H.; Sun, Q.J.; Ding, C.H.; Zheng, B.N.; Zhu, X.Y.; Liu, S.Q.; Yang, F.; Yang, Y.X.; et al. Targeting p300/CBP Attenuates Hepatocellular Carcinoma Progression through Epigenetic Regulation of Metabolism. Cancer Res. 2021, 81, 860–872. [Google Scholar] [CrossRef]
- To, K.K.W.; Xing, E.; Larue, R.C.; Li, P.K. BET Bromodomain Inhibitors: Novel Design Strategies and Therapeutic Applications. Molecules 2023, 28, 3043. [Google Scholar] [CrossRef]
- Choi, H.I.; An, G.Y.; Baek, M.; Yoo, E.; Chai, J.C.; Lee, Y.S.; Jung, K.H.; Chai, Y.G. BET inhibitor suppresses migration of human hepatocellular carcinoma by inhibiting SMARCA4. Sci. Rep. 2021, 11, 11799. [Google Scholar] [CrossRef] [PubMed]
- Li, G.Q.; Guo, W.Z.; Zhang, Y.; Seng, J.J.; Zhang, H.P.; Ma, X.X.; Zhang, G.; Li, J.; Yan, B.; Tang, H.W.; et al. Suppression of BRD4 inhibits human hepatocellular carcinoma by repressing MYC and enhancing BIM expression. Oncotarget 2016, 7, 2462–2474. [Google Scholar] [CrossRef] [PubMed]
- Hong, S.H.; Eun, J.W.; Choi, S.K.; Shen, Q.; Choi, W.S.; Han, J.W.; Nam, S.W.; You, J.S. Epigenetic reader BRD4 inhibition as a therapeutic strategy to suppress E2F2-cell cycle regulation circuit in liver cancer. Oncotarget 2016, 7, 32628–32640. [Google Scholar] [CrossRef] [PubMed]
- Baek, M.; Chai, J.C.; Choi, H.I.; Yoo, E.; Binas, B.; Lee, Y.S.; Jung, K.H.; Chai, Y.G. Comprehensive transcriptome profiling of BET inhibitor-treated HepG2 cells. PLoS ONE 2022, 17, e0266966. [Google Scholar] [CrossRef]
- Lin, C.H.; Kuo, J.C.; Li, D.; Koenig, A.B.; Pan, A.; Yan, P.; Bai, X.F.; Lee, R.J.; Ghoshal, K. AZD5153, a Bivalent BRD4 Inhibitor, Suppresses Hepatocarcinogenesis by Altering BRD4 Chromosomal Landscape and Modulating the Transcriptome of HCC Cells. Front. Cell Dev. Biol. 2022, 10, 853652. [Google Scholar] [CrossRef]
- Jang, B.-K.; Aiob, A.; Suh, D.H.; Kim, K.; No, J.H.; Kang, H.-Y.; Park, S.-Y.; Kim, Y.B. Exploring the Anti-cancer Potential of the New BRD4 Inhibitor, OPT-0139, in Human Hepatic Carcinoma. CellMed 2025, 15, 2.1–2.10. [Google Scholar]
- Jeronimo, C.; Robert, F. The Mediator Complex: At the Nexus of RNA Polymerase II Transcription. Trends Cell Biol. 2017, 27, 765–783. [Google Scholar] [CrossRef]
- Chipumuro, E.; Marco, E.; Christensen, C.L.; Kwiatkowski, N.; Zhang, T.; Hatheway, C.M.; Abraham, B.J.; Sharma, B.; Yeung, C.; Altabef, A.; et al. CDK7 inhibition suppresses super-enhancer-linked oncogenic transcription in MYCN-driven cancer. Cell 2014, 159, 1126–1139. [Google Scholar] [CrossRef]
- Dai, W.; Wu, J.; Peng, X.; Hou, W.; Huang, H.; Cheng, Q.; Liu, Z.; Luyten, W.; Schoofs, L.; Zhou, J.; et al. CDK12 orchestrates super-enhancer-associated CCDC137 transcription to direct hepatic metastasis in colorectal cancer. Clin. Transl. Med. 2022, 12, e1087. [Google Scholar] [CrossRef]
- Thieme, E.; Bruss, N.; Sun, D.; Dominguez, E.C.; Coleman, D.; Liu, T.; Roleder, C.; Martinez, M.; Garcia-Mansfield, K.; Ball, B.; et al. CDK9 inhibition induces epigenetic reprogramming revealing strategies to circumvent resistance in lymphoma. Mol. Cancer 2023, 22, 64. [Google Scholar] [CrossRef]
- Cho, S.J.; Lee, S.S.; Kim, Y.J.; Park, B.D.; Choi, J.S.; Liu, L.; Ham, Y.M.; Moon Kim, B.; Lee, S.K. Xylocydine, a novel Cdk inhibitor, is an effective inducer of apoptosis in hepatocellular carcinoma cells in vitro and in vivo. Cancer Lett. 2010, 287, 196–206. [Google Scholar] [CrossRef] [PubMed]
- Bi, W.; Xiao, J.C.; Liu, R.J.; Zhou, L.Y.; Zhang, S.; Yang, M.; Zhang, P.F. Identification of a 3,3-difluorinated tetrahydropyridinol compound as a novel antitumor agent for hepatocellular carcinoma acting via cell cycle arrest through disturbing CDK7-mediated phosphorylation of Cdc2. Investig. New Drugs 2020, 38, 287–298. [Google Scholar] [CrossRef] [PubMed]
- Narita, T.; Ito, S.; Higashijima, Y.; Chu, W.K.; Neumann, K.; Walter, J.; Satpathy, S.; Liebner, T.; Hamilton, W.B.; Maskey, E.; et al. Enhancers are activated by p300/CBP activity-dependent PIC assembly, RNAPII recruitment, and pause release. Mol. Cell 2021, 81, 2166–2182 e2166. [Google Scholar] [CrossRef] [PubMed]
- Sarker, D.; Plummer, R.; Meyer, T.; Sodergren, M.H.; Basu, B.; Chee, C.E.; Huang, K.W.; Palmer, D.H.; Ma, Y.T.; Evans, T.R.J.; et al. MTL-CEBPA, a Small Activating RNA Therapeutic Upregulating C/EBP-alpha, in Patients with Advanced Liver Cancer: A First-in-Human, Multicenter, Open-Label, Phase I Trial. Clin. Cancer Res. 2020, 26, 3936–3946. [Google Scholar] [CrossRef]
- Wen, X.; Wang, H.; Chai, P.; Fan, J.; Zhang, X.; Ding, T.; Jia, R.; Ge, S.; Zhang, H.; Fan, X. An Artificial CTCF Peptide Triggers Efficient Therapeutic Efficacy in Ocular Melanoma. Mol. Ther. Oncolytics 2020, 18, 317–325. [Google Scholar] [CrossRef]
- Tan, M.; Sun, S.; Liu, Y.; Perreault, A.A.; Phanstiel, D.H.; Dou, L.; Pang, B. Targeting the 3D genome by anthracyclines for chemotherapeutic effects. bioRxiv 2025. [Google Scholar] [CrossRef]
- Mahmood, N.; Cheishvili, D.; Arakelian, A.; Tanvir, I.; Khan, H.A.; Pepin, A.S.; Szyf, M.; Rabbani, S.A. Methyl donor S-adenosylmethionine (SAM) supplementation attenuates breast cancer growth, invasion, and metastasis in vivo; therapeutic and chemopreventive applications. Oncotarget 2018, 9, 5169–5183. [Google Scholar] [CrossRef]
- Singh, A.R.; Joshi, S.; Burgoyne, A.M.; Sicklick, J.K.; Ikeda, S.; Kono, Y.; Garlich, J.R.; Morales, G.A.; Durden, D.L. Single Agent and Synergistic Activity of the “First-in-Class” Dual PI3K/BRD4 Inhibitor SF1126 with Sorafenib in Hepatocellular Carcinoma. Mol. Cancer Ther. 2016, 15, 2553–2562. [Google Scholar] [CrossRef]
- Mahadevan, D.; Chiorean, E.G.; Harris, W.B.; Von Hoff, D.D.; Stejskal-Barnett, A.; Qi, W.; Anthony, S.P.; Younger, A.E.; Rensvold, D.M.; Cordova, F.; et al. Phase I pharmacokinetic and pharmacodynamic study of the pan-PI3K/mTORC vascular targeted pro-drug SF1126 in patients with advanced solid tumours and B-cell malignancies. Eur. J. Cancer 2012, 48, 3319–3327. [Google Scholar] [CrossRef]
- Cai, H.; Li, X.; Liu, Y.; Ke, J.; Liu, K.; Xie, Y.; Xie, C.; Zhou, D.; Han, M.; Ji, B. Decitabine-based nanoparticles for enhanced immunotherapy of hepatocellular carcinoma via DNA hypermethylation reversal. Chem. Eng. J. 2024, 492. [Google Scholar] [CrossRef]
- Wen, L.; Zhao, C.; Song, J.; Ma, L.; Ruan, J.; Xia, X.; Chen, Y.E.; Zhang, J.; Ma, P.X.; Xu, J. CRISPR/Cas9-Mediated TERT Disruption in Cancer Cells. Int. J. Mol. Sci. 2020, 21, 653. [Google Scholar] [CrossRef] [PubMed]




| Target | Inhibitor | Target Model | Main Results | Clinical Phase | Ref |
|---|---|---|---|---|---|
| DNMT | Decitabine (5-aza-2’-deoxycytidine) | Human | Lower-dose decitabine achieved partial responses and disease stabilization in advanced HCC patients. | Phase I/II | [303] |
| DNMT | Decitabine | Cell line | Decitabine restored expression of epigenetically silenced tumor suppressor genes by demethylating promoter CREs. | [350] | |
| DNMT | EGCG | Cell line/ Mouse | EGCG inhibited DNMT activity and reactivated methylation-silenced tumor suppressor genes in HCC models. | [282,283] | |
| DNMT | Epicatechin | Cell line | Epicatechin attenuated liver cancer stemness through DNA methylation-mediated inactivation of GINS1/HRAS. | [284] | |
| DNMT+PARP | DNMT inhibitor+ PARP inhibitor | Cell line/ Mouse | PARP inhibition augmented DNMT inhibitor efficacy by inducing senescence. | [306] | |
| TERT promoter | BI2536; NMS-P937 | Mouse | BI2536 or NMS-P937 could inhibit HCC tumor growth specifically in TERT promoter mutant (G228A) xenografts, but not in wild-type xenografts. | [314] | |
| TERT promoter | CRISPR-dCas9-KRAB | Cell line | CRISPR-dCas9-KRAB selectively silenced mutant TERT allele by introducing repressive chromatin marks at TERT promoter. | [311,351] | |
| HDAC | Romidepsin | Cell line/ Mouse | Romidepsin rendered liver cancer vulnerable to RTK targeting and enhances immunogenicity. | [316] | |
| HDAC | Panobinostat | Mouse | Panobinostat showed additive preclinical efficacy when combined with sorafenib in HCC. | [317] | |
| HDAC | Vorinostat | Human | Phase I study established pharmacokinetic and safety profiles in patients with advanced solid tumors and hepatic dysfunction. | Phase I | [318] |
| HDAC | Tucidinostat | Cell line/ Mouse | Tucidinostat showed therapeutic potential in cancer treatment. | [319] | |
| HDAC | Belinostat | Human | This Phase I trial found that while liver dysfunction reduces belinostat clearance, the drug was well tolerated across all patient groups. | Phase I | [320] |
| EZH2 | Tazemetostat | Cell line | The combination of the tazemetostat with sorafenib exhibits superior synergistic effects in anticancer therapy | [325] | |
| BRD4 | SF1126 | Mouse | Treatment with SF1126 alone or in combination with sorafenib demonstrated significant antitumor activity in HCC | Phase I | [348,349] |
| BRD4 | JQ1 | Cell line | JQ1 reduced the expression of the SE-associated oncogenic transcripts and triggered large-scale transcriptional reprogramming genes in HCC cell lines. | [15,46,333] | |
| BRD4 | JQ1 | Mouse | JQ1 inhibited tumor growth in HCC mouse model | [332] | |
| BRD4 | Birabresib (OTX-015) | Cell line | OTX-015 inhibited the proliferation of HCC cell lines. | [331] | |
| BRD4 | ABBV-075/ Mivebresib | Cell line | ABBV-075 inhibited the proliferation of HCC cell lines. | [334] | |
| BRD4 | AZD5153 | Cell line | AZD5153 suppressed HCC growth by altering BRD4 landscape/transcriptome. | [335] | |
| BRD4 | OPT-0139 | Cell line | OPT-0139 triggered apoptotic cell death and suppressed survival. | [336] | |
| CDK1/2/7 | Xylocydine | Mouse | Xylocydine inhibited the growth of HCC xenografts. | [341] | |
| CDK7 | THZ1 | Cell line/ Mouse | SE-associated genes acquired in HCC cells were substantially reduced by THZ1 | [46] | |
| CDK7 | 3,3-difluorinated tetrahydropyridinol compound | Mouse | 3,3-difluorinated tetrahydropyridinol compound suppressed tumor growth of HepG2 cell xenografts in nude mice. | [342] | |
| EP300 | CBP30 | Cell line | CBP30 repressed the expression of the 13 SE- associated genes in HCC. | [46] | |
| C/EBP | MTL-CEBPA | Human | MTL-CEBPA demonstrated an acceptable safety profile and potential synergistic efficacy with TKIs in HCC | Phase I | [344] |
| CTCF | Decoy-CTCF peptide | Cell line/ Mouse | Artificial CTCF peptide significantly inhibited proliferation and migration of cancer cells. | [345] | |
| CTCF | Aclarubicin; Daunorubicin | Cell line | Anthracycline derivatives disrupted chromatin looping by interfering with CTCF binding and altering MYC locus regulation. | [346] | |
| SPHK1 | SKI-II | Cell line | SKI-II abolished the proliferation and colony formation of HCC cells | [46] | |
| TET | Ascorbic acid | Cell line/Mouse | Ascorbic acid increased the concentration of H(2)O(2) and induced apoptosis in liver Cancer stem cells (CSCs). | [286] | |
| TET | α-KG | Cell line | α-KG induced oxidative stress and mTOR inhibition. | [20] |
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Ren, Y.; Tang, D.; Ding, X.; He, M. Crosstalk Between Cis-Regulatory Elements and Metabolism Reprogramming in Hepatocellular Carcinoma. Cancers 2026, 18, 1002. https://doi.org/10.3390/cancers18061002
Ren Y, Tang D, Ding X, He M. Crosstalk Between Cis-Regulatory Elements and Metabolism Reprogramming in Hepatocellular Carcinoma. Cancers. 2026; 18(6):1002. https://doi.org/10.3390/cancers18061002
Chicago/Turabian StyleRen, Yuqing, Di Tang, Xiaofan Ding, and Mian He. 2026. "Crosstalk Between Cis-Regulatory Elements and Metabolism Reprogramming in Hepatocellular Carcinoma" Cancers 18, no. 6: 1002. https://doi.org/10.3390/cancers18061002
APA StyleRen, Y., Tang, D., Ding, X., & He, M. (2026). Crosstalk Between Cis-Regulatory Elements and Metabolism Reprogramming in Hepatocellular Carcinoma. Cancers, 18(6), 1002. https://doi.org/10.3390/cancers18061002

