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      MiR-494 induces metabolic changes through G6pc targeting and modulates sorafenib response in hepatocellular carcinoma

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          Abstract

          Background

          Metabolic reprogramming is a well-known marker of cancer, and it represents an early event during hepatocellular carcinoma (HCC) development. The recent approval of several molecular targeted agents has revolutionized the management of advanced HCC patients. Nevertheless, the lack of circulating biomarkers still affects patient stratification to tailored treatments. In this context, there is an urgent need for biomarkers to aid treatment choice and for novel and more effective therapeutic combinations to avoid the development of drug-resistant phenotypes. This study aims to prove the involvement of miR-494 in metabolic reprogramming of HCC, to identify novel miRNA-based therapeutic combinations and to evaluate miR-494 potential as a circulating biomarker.

          Methods

          Bioinformatics analysis identified miR-494 metabolic targets. QPCR analysis of glucose 6-phosphatase catalytic subunit (G6pc) was performed in HCC patients and preclinical models. Functional analysis and metabolic assays assessed G6pc targeting and miR-494 involvement in metabolic changes, mitochondrial dysfunction, and ROS production in HCC cells. Live-imaging analysis evaluated the effects of miR-494/G6pc axis in cell growth of HCC cells under stressful conditions. Circulating miR-494 levels were assayed in sorafenib-treated HCC patients and DEN-HCC rats.

          Results

          MiR-494 induced the metabolic shift of HCC cells toward a glycolytic phenotype through G6pc targeting and HIF-1A pathway activation. MiR-494/G6pc axis played an active role in metabolic plasticity of cancer cells, leading to glycogen and lipid droplets accumulation that favored cell survival under harsh environmental conditions. High miR-494 serum levels associated with sorafenib resistance in preclinical models and in a preliminary cohort of HCC patients. An enhanced anticancer effect was observed for treatment combinations between antagomiR-494 and sorafenib or 2-deoxy-glucose in HCC cells.

          Conclusions

          MiR-494/G6pc axis is critical for the metabolic rewiring of cancer cells and associates with poor prognosis. MiR-494 deserves attention as a candidate biomarker of likelihood of response to sorafenib to be tested in future validation studies. MiR-494 represents a promising therapeutic target for combination strategies with sorafenib or metabolic interference molecules for the treatment of HCC patients who are ineligible for immunotherapy.

          Supplementary Information

          The online version contains supplementary material available at 10.1186/s13046-023-02718-w.

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          Most cited references63

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          Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2

          In comparative high-throughput sequencing assays, a fundamental task is the analysis of count data, such as read counts per gene in RNA-seq, for evidence of systematic changes across experimental conditions. Small replicate numbers, discreteness, large dynamic range and the presence of outliers require a suitable statistical approach. We present DESeq2, a method for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates. This enables a more quantitative analysis focused on the strength rather than the mere presence of differential expression. The DESeq2 package is available at http://www.bioconductor.org/packages/release/bioc/html/DESeq2.html. Electronic supplementary material The online version of this article (doi:10.1186/s13059-014-0550-8) contains supplementary material, which is available to authorized users.
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            Atezolizumab plus Bevacizumab in Unresectable Hepatocellular Carcinoma

            The combination of atezolizumab and bevacizumab showed encouraging antitumor activity and safety in a phase 1b trial involving patients with unresectable hepatocellular carcinoma.
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              Hallmarks of Cancer: New Dimensions

              The hallmarks of cancer conceptualization is a heuristic tool for distilling the vast complexity of cancer phenotypes and genotypes into a provisional set of underlying principles. As knowledge of cancer mechanisms has progressed, other facets of the disease have emerged as potential refinements. Herein, the prospect is raised that phenotypic plasticity and disrupted differentiation is a discrete hallmark capability, and that nonmutational epigenetic reprogramming and polymorphic microbiomes both constitute distinctive enabling characteristics that facilitate the acquisition of hallmark capabilities. Additionally, senescent cells, of varying origins, may be added to the roster of functionally important cell types in the tumor microenvironment. SIGNIFICANCE: Cancer is daunting in the breadth and scope of its diversity, spanning genetics, cell and tissue biology, pathology, and response to therapy. Ever more powerful experimental and computational tools and technologies are providing an avalanche of "big data" about the myriad manifestations of the diseases that cancer encompasses. The integrative concept embodied in the hallmarks of cancer is helping to distill this complexity into an increasingly logical science, and the provisional new dimensions presented in this perspective may add value to that endeavor, to more fully understand mechanisms of cancer development and malignant progression, and apply that knowledge to cancer medicine.
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                Author and article information

                Contributors
                laura.gramantieri@aosp.bo.it
                francesca.fornari2@unibo.it
                Journal
                J Exp Clin Cancer Res
                J Exp Clin Cancer Res
                Journal of Experimental & Clinical Cancer Research : CR
                BioMed Central (London )
                0392-9078
                1756-9966
                10 June 2023
                10 June 2023
                2023
                : 42
                : 145
                Affiliations
                [1 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, Department of Pharmacy and Biotechnology, , University of Bologna, ; 40126 Bologna, Italy
                [2 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, Centre for Applied Biomedical Research - CRBA, , University of Bologna, Policlinico di Sant’Orsola, ; 40138 Bologna, Italy
                [3 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, Department for Life Quality Studies, , University of Bologna, ; 47921 Rimini, Italy
                [4 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, Department of Medical and Surgical Sciences, , University of Bologna, ; 40138 Bologna, Italy
                [5 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, IRCCS Azienda Ospedaliero-Universitaria di Bologna, ; 40138 Bologna, Italy
                [6 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, Hepato-biliary Surgery and Transplant Unit, , IRCCS Azienda Ospedaliero-Universitaria di Bologna, ; 40138 Bologna, Italy
                [7 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, Department of Pathology, , IRCCS Azienda Ospedaliero-Universitaria di Bologna, ; 40138 Bologna, Italy
                [8 ]GRID grid.6292.f, ISNI 0000 0004 1757 1758, Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, , IRCCS Azienda Ospedaliero-Universitaria di Bologna, ; Via Massarenti, 9, 40138 Bologna, Italy
                [9 ]GRID grid.8484.0, ISNI 0000 0004 1757 2064, Department of Morphology, Surgery and Experimental Medicine, , University of Ferrara, ; 44100 Ferrara, Italy
                Author information
                http://orcid.org/0000-0002-4302-4411
                Article
                2718
                10.1186/s13046-023-02718-w
                10257313
                37301960
                cc0dd8ee-1924-42aa-8466-8b33e32ea0ce
                © The Author(s) 2023

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 17 February 2023
                : 22 May 2023
                Funding
                Funded by: Fondazione AIRC per la Ricerca sul Cancro
                Award ID: IG-25187
                Award Recipient :
                Funded by: University of Bologna
                Award ID: Alma Idea 2022
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/501100009879, Regione Emilia-Romagna;
                Award ID: Innovative approaches to the diagnosis
                Award ID: pharmacogenetics-based therapies of primary hepatic tumors
                Award ID: peripheral B
                Award ID: T-cell lymphomas
                Award ID: lymphoblastic leukaemias
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/501100003407, Ministero dell’Istruzione, dell’Università e della Ricerca;
                Award ID: PNRR - M4C2-I1.3 Project PE_00000019 "HEAL ITALIA"
                Award Recipient :
                Categories
                Research
                Custom metadata
                © Italian National Cancer Institute ‘Regina Elena’ 2023

                Oncology & Radiotherapy
                hcc,microrna,mir-494,g6pc,metabolism,biomarker,sorafenib
                Oncology & Radiotherapy
                hcc, microrna, mir-494, g6pc, metabolism, biomarker, sorafenib

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