1
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Kitagawa K, Kim KS, Iwamoto M, Hayashi S, Park H, Nishiyama T, Nakamura N, Fujita Y, Nakaoka S, Aihara K, Perelson AS, Allweiss L, Dandri M, Watashi K, Tanaka Y, Iwami S. Multiscale modeling of HBV infection integrating intra- and intercellular viral propagation to analyze extracellular viral markers. PLoS Comput Biol 2024; 20:e1011238. [PMID: 38466770 PMCID: PMC10957078 DOI: 10.1371/journal.pcbi.1011238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 03/21/2024] [Accepted: 02/26/2024] [Indexed: 03/13/2024] Open
Abstract
Chronic infection with hepatitis B virus (HBV) is caused by the persistence of closed circular DNA (cccDNA) in the nucleus of infected hepatocytes. Despite available therapeutic anti-HBV agents, eliminating the cccDNA remains challenging. Thus, quantifying and understanding the dynamics of cccDNA are essential for developing effective treatment strategies and new drugs. However, such study requires repeated liver biopsy to measure the intrahepatic cccDNA, which is basically not accepted because liver biopsy is potentially morbid and not common during hepatitis B treatment. We here aimed to develop a noninvasive method for quantifying cccDNA in the liver using surrogate markers in peripheral blood. We constructed a multiscale mathematical model that explicitly incorporates both intracellular and intercellular HBV infection processes. The model, based on age-structured partial differential equations, integrates experimental data from in vitro and in vivo investigations. By applying this model, we roughly predicted the amount and dynamics of intrahepatic cccDNA within a certain range using specific viral markers in serum samples, including HBV DNA, HBsAg, HBeAg, and HBcrAg. Our study represents a significant step towards advancing the understanding of chronic HBV infection. The noninvasive quantification of cccDNA using our proposed method holds promise for improving clinical analyses and treatment strategies. By comprehensively describing the interactions of all components involved in HBV infection, our multiscale mathematical model provides a valuable framework for further research and the development of targeted interventions.
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Affiliation(s)
- Kosaku Kitagawa
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
| | - Kwang Su Kim
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
- Department of Scientific Computing, Pukyong National University, Busan, South Korea
| | - Masashi Iwamoto
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
- Department of Virology II, National Institute of Infectious Diseases, Tokyo, Japan
| | - Sanae Hayashi
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hyeongki Park
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
| | - Takara Nishiyama
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
| | - Naotoshi Nakamura
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
| | - Yasuhisa Fujita
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
| | - Shinji Nakaoka
- Faculty of Advanced Life Science, Hokkaido University, Sapporo, Japan
| | - Kazuyuki Aihara
- International Research Center for Neurointelligence, The University of Tokyo Institutes for Advanced Study, The University of Tokyo, Tokyo, Japan
| | - Alan S. Perelson
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, United States of America
| | - Lena Allweiss
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- German Center for Infection Research (DZIF), Hamburg-Lübeck-Borstel-Riems partner sites, Germany
| | - Maura Dandri
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- German Center for Infection Research (DZIF), Hamburg-Lübeck-Borstel-Riems partner sites, Germany
| | - Koichi Watashi
- Department of Virology II, National Institute of Infectious Diseases, Tokyo, Japan
- Research Center for Drug and Vaccine Development, National Institute of Infectious Diseases, Tokyo, Japan
- Department of Applied Biological Sciences, Faculty of Science and Technology, Tokyo University of Sciences, Chiba, Japan
| | - Yasuhito Tanaka
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Shingo Iwami
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University, Nagoya, Japan
- Department of Applied Biological Sciences, Faculty of Science and Technology, Tokyo University of Sciences, Chiba, Japan
- Institute of Mathematics for Industry, Kyushu University; Fukuoka, Japan
- Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University; Kyoto, Japan
- NEXT-Ganken Program, Japanese Foundation for Cancer Research (JFCR), Tokyo, Japan
- Interdisciplinary Theoretical and Mathematical Sciences (iTHEMS), RIKEN, Wako, Japan
- Science Groove Inc., Fukuoka, Japan
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2
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Kitagawa K, Kim KS, Iwamoto M, Hayashi S, Park H, Nishiyama T, Nakamura N, Fujita Y, Nakaoka S, Aihara K, Perelson AS, Allweiss L, Dandri M, Watashi K, Tanaka Y, Iwami S. Multiscale modeling of HBV infection integrating intra- and intercellular viral propagation for analyzing extracellular viral markers. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.06.543822. [PMID: 37333409 PMCID: PMC10274663 DOI: 10.1101/2023.06.06.543822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Chronic infection of hepatitis B virus (HBV) is caused by the persistence of closed circular DNA (cccDNA) in the nucleus of infected hepatocytes. Despite available therapeutic anti-HBV agents, eliminating the cccDNA remains challenging. The quantifying and understanding dynamics of cccDNA are essential for developing effective treatment strategies and new drugs. However, it requires a liver biopsy to measure the intrahepatic cccDNA, which is basically not accepted because of the ethical aspect. We here aimed to develop a non-invasive method for quantifying cccDNA in the liver using surrogate markers present in peripheral blood. We constructed a multiscale mathematical model that explicitly incorporates both intracellular and intercellular HBV infection processes. The model, based on age-structured partial differential equations (PDEs), integrates experimental data from in vitro and in vivo investigations. By applying this model, we successfully predicted the amount and dynamics of intrahepatic cccDNA using specific viral markers in serum samples, including HBV DNA, HBsAg, HBeAg, and HBcrAg. Our study represents a significant step towards advancing the understanding of chronic HBV infection. The non-invasive quantification of cccDNA using our proposed methodology holds promise for improving clinical analyses and treatment strategies. By comprehensively describing the interactions of all components involved in HBV infection, our multiscale mathematical model provides a valuable framework for further research and the development of targeted interventions.
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Affiliation(s)
- Kosaku Kitagawa
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
| | - Kwang Su Kim
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
- Department of Scientific Computing, Pukyong National University; Busan, South Korea
| | - Masashi Iwamoto
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
- Department of Virology II, National Institute of Infectious Diseases; Tokyo, Japan
| | - Sanae Hayashi
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University; Kumamoto, Japan
| | - Hyeongki Park
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
| | - Takara Nishiyama
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
| | - Naotoshi Nakamura
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
| | - Yasuhisa Fujita
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
| | - Shinji Nakaoka
- Faculty of Advanced Life Science, Hokkaido University; Sapporo, Japan
| | - Kazuyuki Aihara
- International Research Center for Neurointelligence, The University of Tokyo Institutes for Advanced Study, The University of Tokyo; Tokyo, Japan
| | - Alan S. Perelson
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory; Los Alamos, USA
| | - Lena Allweiss
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf; Hamburg, Germany
- German Center for Infection Research (DZIF), Hamburg-Lübeck-Borstel-Riems partner sites; Germany
| | - Maura Dandri
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf; Hamburg, Germany
- German Center for Infection Research (DZIF), Hamburg-Lübeck-Borstel-Riems partner sites; Germany
| | - Koichi Watashi
- Department of Virology II, National Institute of Infectious Diseases; Tokyo, Japan
- Research Center for Drug and Vaccine Development, National Institute of Infectious Diseases; Tokyo, Japan
- Department of Applied Biological Sciences, Faculty of Science and Technology, Tokyo University of Sciences; Chiba, Japan
| | - Yasuhito Tanaka
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University; Kumamoto, Japan
| | - Shingo Iwami
- interdisciplinary Biology Laboratory (iBLab), Division of Natural Science, Graduate School of Science, Nagoya University; Nagoya, Japan
- Department of Applied Biological Sciences, Faculty of Science and Technology, Tokyo University of Sciences; Chiba, Japan
- Institute of Mathematics for Industry, Kyushu University; Fukuoka, Japan
- Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University; Kyoto, Japan
- NEXT-Ganken Program, Japanese Foundation for Cancer Research (JFCR); Tokyo, Japan
- Science Groove Inc.; Fukuoka, Japan
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3
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Tauran Y, Lereau-Bernier M, Segard BD, Danoy M, Kimura K, Shinohara M, Brioude A, Sakai Y, de Jonge H, Melnyk O, Vicogne J, Leclerc E. A novel agonist for the HGF receptor MET promotes differentiation of human pluripotent stem cells into hepatocyte-like cells. Dev Growth Differ 2022; 64:527-536. [PMID: 36251346 DOI: 10.1111/dgd.12818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 08/09/2022] [Accepted: 08/31/2022] [Indexed: 12/31/2022]
Abstract
Hepatocyte growth factor (HGF) is the natural ligand of the MET receptor tyrosine kinase. This ligand-receptor couple is essential for the maturation process of hepatocytes. Previously, the rational design of a synthetic protein based on the assembly of two K1 domains from HGF led to the production of a potent and stable MET receptor agonist. In this study, we compared the effects of K1K1 with HGF during the differentiation of hepatocyte progenitors derived from human induced pluripotent stem cells (hiPSCs). In vitro, K1K1, in the range of 20 to 200 nM, successfully substituted for HGF and efficiently activated ERK downstream signaling. Analysis of the levels of hepatocyte markers showed typical liver mRNA and protein expression (HNF4α, albumin, alpha-fetoprotein, CYP3A4) and phenotypes. Although full maturation was not achieved, the results suggest that K1K1 is an attractive candidate MET agonist suitable for replacing complex and expensive HGF treatments to induce hepatic differentiation of hiPSCs.
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Affiliation(s)
- Yannick Tauran
- CNRS IRL 2820, Laboratory for Integrated Micro Mechatronic Systems, Institute of Industrial Science, University of Tokyo, Tokyo, Japan.,LMI CNRS UMR5615, Université Lyon 1, Villeurbanne, France
| | - Myriam Lereau-Bernier
- CNRS IRL 2820, Laboratory for Integrated Micro Mechatronic Systems, Institute of Industrial Science, University of Tokyo, Tokyo, Japan
| | - Bertrand David Segard
- CNRS IRL 2820, Laboratory for Integrated Micro Mechatronic Systems, Institute of Industrial Science, University of Tokyo, Tokyo, Japan
| | - Mathieu Danoy
- CNRS IRL 2820, Laboratory for Integrated Micro Mechatronic Systems, Institute of Industrial Science, University of Tokyo, Tokyo, Japan.,Department of Chemical Engineering, Faculty of Engineering, University of Tokyo, Tokyo, Japan
| | - Keiichi Kimura
- Department of Chemical Engineering, Faculty of Engineering, University of Tokyo, Tokyo, Japan
| | - Marie Shinohara
- Department of Chemical Engineering, Faculty of Engineering, University of Tokyo, Tokyo, Japan
| | - Arnaud Brioude
- LMI CNRS UMR5615, Université Lyon 1, Villeurbanne, France
| | - Yasuyuki Sakai
- Department of Chemical Engineering, Faculty of Engineering, University of Tokyo, Tokyo, Japan
| | - Hugo de Jonge
- Department of Molecular Medicine, Pavia University Immunology and General Pathology section, Pavia, Italy
| | - Oleg Melnyk
- University of Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, U1019, UMR 9017, CIIL, Center for Infection and Immunity of Lille, Lille, France
| | - Jérôme Vicogne
- University of Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, U1019, UMR 9017, CIIL, Center for Infection and Immunity of Lille, Lille, France
| | - Eric Leclerc
- CNRS IRL 2820, Laboratory for Integrated Micro Mechatronic Systems, Institute of Industrial Science, University of Tokyo, Tokyo, Japan
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Malarz J, Galanty A, Stojakowska A. Chemical Composition and Cytotoxic Activity of Extracts from Carpesium divaricatum: In Vitro- versus Field-Grown Plants. PLANTS (BASEL, SWITZERLAND) 2022; 11:2815. [PMID: 36365268 PMCID: PMC9659292 DOI: 10.3390/plants11212815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/16/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
Carpesium divaricatum Sieb. & Zucc. is a plant species rich in terpenoids of anti-inflammatory and cytotoxic activity, especially germacranolides of potential medicinal value. The present study describes in vitro multiplication of C. divaricatum, analysis of active constituents in the multiple shoots, and assessment of cytotoxic activities of extracts prepared from in vitro- and field-grown plants. The plant extracts were evaluated for cytotoxicity using two melanoma cell lines (HTB140 and A375); human keratinocytes (HaCaT); two colon cancer cell lines (Caco2 and HT29); human hepatocellular carcinoma cells (HepG2); two lines of prostate cancer cells (DU145 and PC3) and prostate epithelial cells (PNT2). Chemical compositions of the assayed extracts were analyzed by HPLC/DAD, in reference to isolated compounds. Maximum of 4.07 ± 1.61 shoots regenerated from a nodal explant of C. divaricatum, cultivated in a liquid MS medium supplemented with thidiazuron (1 μM). In vitro grown shoots and plantlets of C. divaricatum accumulated terpenoids that are known as active constituents of the intact plant. Cytotoxic activity of the extracts prepared from the in vitro cultured plants was like that demonstrated by the extracts prepared from field-grown plants and seemed to be more selective than cytotoxicities of the individual germacranolides.
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Affiliation(s)
- Janusz Malarz
- Maj Institute of Pharmacology, Polish Academy of Sciences, Smętna Street 12, 31-343 Kraków, Poland
| | - Agnieszka Galanty
- Department of Pharmacognosy, Jagiellonian University Medical College, Medyczna Street 9, 30-688 Kraków, Poland
| | - Anna Stojakowska
- Maj Institute of Pharmacology, Polish Academy of Sciences, Smętna Street 12, 31-343 Kraków, Poland
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Dubois-Pot-Schneider H, Aninat C, Kattler K, Fekir K, Jarnouen K, Cerec V, Glaise D, Salhab A, Gasparoni G, Takashi K, Ishida S, Walter J, Corlu A. Transcriptional and Epigenetic Consequences of DMSO Treatment on HepaRG Cells. Cells 2022; 11:cells11152298. [PMID: 35892596 PMCID: PMC9331440 DOI: 10.3390/cells11152298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 07/21/2022] [Accepted: 07/22/2022] [Indexed: 11/16/2022] Open
Abstract
Dimethyl sulfoxide (DMSO) is used to sustain or favor hepatocyte differentiation in vitro. Thus, DMSO is used in the differentiation protocol of the HepaRG cells that present the closest drug-metabolizing enzyme activities to primary human hepatocytes in culture. The aim of our study is to clarify its influence on liver-specific gene expression. For that purpose, we performed a large-scale analysis (gene expression and histone modification) to determine the global role of DMSO exposure during the differentiation process of the HepaRG cells. The addition of DMSO drives the upregulation of genes mainly regulated by PXR and PPARα whereas genes not affected by this addition are regulated by HNF1α, HNF4α, and PPARα. DMSO-differentiated-HepaRG cells show a differential expression for genes regulated by histone acetylation, while differentiated-HepaRG cells without DMSO show gene signatures associated with histone deacetylases. In addition, we observed an interplay between cytoskeleton organization and EMC remodeling with hepatocyte maturation.
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Affiliation(s)
- Hélène Dubois-Pot-Schneider
- INSERM, Université de Rennes, INRAE, Institut NuMeCan (Nutrition, Metabolisms and Cancer), F-35000 Rennes, France; (C.A.); (K.F.); (K.J.); (V.C.); (D.G.); (A.C.)
- Correspondence: ; Tel.: +33-372746115
| | - Caroline Aninat
- INSERM, Université de Rennes, INRAE, Institut NuMeCan (Nutrition, Metabolisms and Cancer), F-35000 Rennes, France; (C.A.); (K.F.); (K.J.); (V.C.); (D.G.); (A.C.)
| | - Kathrin Kattler
- Department of Genetics, University of Saarland (UdS), 66123 Saarbrücken, Germany; (K.K.); (A.S.); (G.G.); (J.W.)
| | - Karim Fekir
- INSERM, Université de Rennes, INRAE, Institut NuMeCan (Nutrition, Metabolisms and Cancer), F-35000 Rennes, France; (C.A.); (K.F.); (K.J.); (V.C.); (D.G.); (A.C.)
| | - Kathleen Jarnouen
- INSERM, Université de Rennes, INRAE, Institut NuMeCan (Nutrition, Metabolisms and Cancer), F-35000 Rennes, France; (C.A.); (K.F.); (K.J.); (V.C.); (D.G.); (A.C.)
| | - Virginie Cerec
- INSERM, Université de Rennes, INRAE, Institut NuMeCan (Nutrition, Metabolisms and Cancer), F-35000 Rennes, France; (C.A.); (K.F.); (K.J.); (V.C.); (D.G.); (A.C.)
| | - Denise Glaise
- INSERM, Université de Rennes, INRAE, Institut NuMeCan (Nutrition, Metabolisms and Cancer), F-35000 Rennes, France; (C.A.); (K.F.); (K.J.); (V.C.); (D.G.); (A.C.)
| | - Abdulrahman Salhab
- Department of Genetics, University of Saarland (UdS), 66123 Saarbrücken, Germany; (K.K.); (A.S.); (G.G.); (J.W.)
| | - Gilles Gasparoni
- Department of Genetics, University of Saarland (UdS), 66123 Saarbrücken, Germany; (K.K.); (A.S.); (G.G.); (J.W.)
| | - Kubo Takashi
- Division of Pharmacology, National Institute of Health Sciences, Kawasaki-ku, Kawasaki 2109501, Japan; (K.T.); (S.I.)
| | - Seiichi Ishida
- Division of Pharmacology, National Institute of Health Sciences, Kawasaki-ku, Kawasaki 2109501, Japan; (K.T.); (S.I.)
| | - Jörn Walter
- Department of Genetics, University of Saarland (UdS), 66123 Saarbrücken, Germany; (K.K.); (A.S.); (G.G.); (J.W.)
| | - Anne Corlu
- INSERM, Université de Rennes, INRAE, Institut NuMeCan (Nutrition, Metabolisms and Cancer), F-35000 Rennes, France; (C.A.); (K.F.); (K.J.); (V.C.); (D.G.); (A.C.)
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Vectorial Release of Human RNA Viruses from Epithelial Cells. Viruses 2022; 14:v14020231. [PMID: 35215825 PMCID: PMC8875463 DOI: 10.3390/v14020231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/07/2022] [Accepted: 01/21/2022] [Indexed: 02/04/2023] Open
Abstract
Epithelial cells are apico-basolateral polarized cells that line all tubular organs and are often targets for infectious agents. This review focuses on the release of human RNA virus particles from both sides of polarized human cells grown on transwells. Most viruses that infect the mucosa leave their host cells mainly via the apical side while basolateral release is linked to virus propagation within the host. Viruses do this by hijacking the cellular factors involved in polarization and trafficking. Thus, understanding epithelial polarization is essential for a clear understanding of virus pathophysiology.
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Hekal MH, Samir SS, Ali YM, El-Sayed WM. New Benzochromeno[2,3- d]Pyrimidines and Benzochromenotriazolo[1,5- c]Pyrimidines as Potential Inhibitors of Topoisomerase II. Polycycl Aromat Compd 2021. [DOI: 10.1080/10406638.2021.2006247] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Mohamed H. Hekal
- Department of Chemistry, Faculty of Science, Ain Shams University, Abbassia, Cairo, Egypt
| | - Sandy S. Samir
- Department of Chemistry, Faculty of Science, Ain Shams University, Abbassia, Cairo, Egypt
| | - Yasmeen M. Ali
- Department of Chemistry, Faculty of Science, Ain Shams University, Abbassia, Cairo, Egypt
| | - Wael M. El-Sayed
- Department of Zoology, Faculty of Science, Ain Shams University, Abbassia, Cairo, Egypt
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Dose-Dependent Response to the Environmental Pollutant Dichlorodipheniletylhene (DDE) in HepG2 Cells: Focus on Cell Viability and Mitochondrial Fusion/Fission Proteins. TOXICS 2021; 9:toxics9110270. [PMID: 34822661 PMCID: PMC8619198 DOI: 10.3390/toxics9110270] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 10/05/2021] [Accepted: 10/15/2021] [Indexed: 12/11/2022]
Abstract
Dichlorodiphenyldichloroethylene (DDE), the primary persistent metabolite of dichlorodiphenyltrichloroethane (DDT), has toxic effects on cells, but its dose-dependent impact on mitochondrial proteins involved in mitochondrial fusion and fission processes associated with cell viability impairment has not yet been analysed. Mitochondrial fusion and fission processes are critical to maintaining the mitochondrial network and allowing the cell to respond to external stressors such as environmental pollutants. Fusion processes are associated with optimizing mitochondrial function, whereas fission processes are associated with removing damaged mitochondria. We assessed the effects of different DDE doses, ranging between 0.5 and 100 µM, on cell viability and mitochondrial fusion/fission proteins in an in vitro hepatic cell model (human hepatocarcinomatous cells, HepG2); the DDE induced a decrease in cell viability in a dose-dependent manner, and its effect was enhanced in conditions of coincubation with dietary fatty acids. Fusion protein markers exhibited an inverted U-shape dose-response curve, showing the highest content in the 2.5–25 μM DDE dose range. The fission protein marker was found to increase significantly, leading to an increased fission/fusion ratio with high DDE doses. The low DDE doses elicited cell adaption by stimulating mitochondrial dynamics machinery, whereas high DDE doses induced cell viability loss associated with mitochondrial dynamics to shift toward fission. Present results are helpful to clarify the mechanisms underlying the cell fate towards survival or death in response to increasing doses of environmental pollutants.
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El-Sayed A, El-Hashash M, El-Sayed W. Synthesis, Antiproliferative activity, and apoptotic profile of New Derivatives from the Meta Stable Benzoxazinone Scaffold. Anticancer Agents Med Chem 2021; 22:1226-1237. [PMID: 34229594 DOI: 10.2174/1871520621666210706152632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 04/20/2021] [Accepted: 05/14/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Cancer exerts a huge strain on the health system. The emerging resistance to the current chemotherapies demands the continuous development of new anticancer agents with lower cost, higher efficacy, and greater specificity. OBJECTIVE Development of selective small molecules targeted anticancer agents. METHODS The behavior of benzoxazinone 2 towards nitrogen nucleophiles such as hydrazine hydrate, formamide, ethanolamine, aromatic amines, and thiosemcarbazide was described. The behavior of the amino quinazolinone 3 towards carbon electrophiles and P2S5 was also investigated. The antiproliferative activity of 17 new benzoxazinone derivatives was examined against the growth of three human cancer cell lines; liver HepG2, breast MCF-7, and colon HCT-29, in addition to the normal human fibroblasts WI-38 and the selectivity index was calculated. The possible molecular pathways such as the cell cycle and apoptosis were investigated. RESULTS Derivatives 3, 7, 8, 10, 13, and 15 had a significant (less than 10 µM) antiproliferative activity against the three cancer cell lines investigated. Derivative 7 showed the best antiproliferative profile comparable to that of doxorubicin. The selectivity index for all the effective derivatives ranged from ~5-12 folds indicating high selectivity against the cancer cells. Derivative 15 caused ~ 7-fold and 8-fold inductions in the expression of p53 and caspase3, respectively. It also caused a ~ 60% reduction in the expression of both topoisomerase II (topoII) and cyclin-dependent kinase 1 (cdk1). Derivatives 3, 7, and 8 had a similar profile; ~ 6-8-fold increases in the expression of p53 and caspase3 but these compounds were devoid of any significant effect on the expression of topoII and cdk1. Derivatives 10 and 13 were also similar and resulted in a ~6-fold elevation in the expression of caspase3, and more than 60% downregulation in the expression of topoII. The results of the gene expression of topoII and caspase 3 were confirmed by the measurement of the topoII concentration and caspase3 activity in the HepG2 cells. CONCLUSION Six derivatives exerted their antiproliferative activity by arresting the cell cycle (decreasing cdk1), preventing the DNA duplication (downregulating topo II), and by inducing apoptosis (inducing p53 and caspase3). One common feature in all the six active derivatives is the presence of free amino group. These compounds have merit for further investigations.
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Affiliation(s)
- Amira El-Sayed
- Laboratory of Synthetic Organic Chemistry, Department of Chemistry, Faculty of Science, University of Ain Shams, Abbassia 11566, Cairo, Egypt
| | - Maher El-Hashash
- Laboratory of Synthetic Organic Chemistry, Department of Chemistry, Faculty of Science, University of Ain Shams, Abbassia 11566, Cairo, Egypt
| | - Wael El-Sayed
- Department of Zoology, Faculty of Science, University of Ain Shams, Abbassia 11566, Cairo, Egypt
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10
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Cortese MF, González C, Gregori J, Casillas R, Carioti L, Guerrero-Murillo M, Riveiro-Barciela M, Godoy C, Sopena S, Yll M, Quer J, Rando A, Lopez-Martinez R, Pacín Ruiz B, García-García S, Esteban-Mur R, Tabernero D, Buti M, Rodríguez-Frías F. Sophisticated viral quasispecies with a genotype-related pattern of mutations in the hepatitis B X gene of HBeAg-ve chronically infected patients. Sci Rep 2021; 11:4215. [PMID: 33603102 PMCID: PMC7892877 DOI: 10.1038/s41598-021-83762-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 02/03/2021] [Indexed: 02/07/2023] Open
Abstract
Patients with HBeAg-negative chronic infection (CI) have not been extensively studied because of low viremia. The HBx protein, encoded by HBX, has a key role in viral replication. Here, we analyzed the viral quasispecies at the 5' end of HBX in CI patients and compared it with that of patients in other clinical stages. Fifty-eight HBeAg-negative patients were included: 16 CI, 19 chronic hepatitis B, 16 hepatocellular carcinoma and 6 liver cirrhosis. Quasispecies complexity and conservation were determined in the region between nucleotides 1255 and 1611. Amino acid changes detected were tested in vitro. CI patients showed higher complexity in terms of mutation frequency and nucleotide diversity and higher quasispecies conservation (p < 0.05). A genotype D-specific pattern of mutations (A12S/P33S/P46S/T36D-G) was identified in CI (median frequency, 81.7%), which determined a reduction in HBV DNA release of up to 1.5 log in vitro. CI patients showed a more complex and conserved viral quasispecies than the other groups. The genotype-specific pattern of mutations could partially explain the low viremia observed in these patients.
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Affiliation(s)
- Maria Francesca Cortese
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain.
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Carolina González
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Josep Gregori
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain
- Roche Diagnostics SL, Sant Cugat del Vallès, Spain
| | - Rosario Casillas
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Luca Carioti
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
| | | | - Mar Riveiro-Barciela
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto De Salud Carlos III, Madrid, Spain
- Liver Unit, Department of Internal Medicine, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Cristina Godoy
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto De Salud Carlos III, Madrid, Spain
| | - Sara Sopena
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Marçal Yll
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Josep Quer
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto De Salud Carlos III, Madrid, Spain
| | - Ariadna Rando
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Rosa Lopez-Martinez
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Beatriz Pacín Ruiz
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain
| | - Selene García-García
- Liver Unit, Liver Disease Laboratory-Viral Hepatitis, Vall d'Hebron Research Institute, Passeig Vall d'Hebrón, 119-129, Barcelona, Spain
| | - Rafael Esteban-Mur
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto De Salud Carlos III, Madrid, Spain
- Liver Unit, Department of Internal Medicine, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - David Tabernero
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto De Salud Carlos III, Madrid, Spain
| | - Maria Buti
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto De Salud Carlos III, Madrid, Spain
- Liver Unit, Department of Internal Medicine, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Francisco Rodríguez-Frías
- Liver Pathology Unit, Departments of Biochemistry and Microbiology, Vall d'Hebron University Hospital and Universitat Autònoma de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto De Salud Carlos III, Madrid, Spain
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11
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Kohara H, Bajaj P, Yamanaka K, Miyawaki A, Harada K, Miyamoto K, Matsui T, Okai Y, Wagoner M, Shinozawa T. High-Throughput Screening to Evaluate Inhibition of Bile Acid Transporters Using Human Hepatocytes Isolated From Chimeric Mice. Toxicol Sci 2020; 173:347-361. [PMID: 31722436 DOI: 10.1093/toxsci/kfz229] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Cholestasis resulting from hepatic bile acid efflux transporter inhibition may contribute to drug-induced liver injury (DILI). This condition is a common safety-related reason for drug attrition and withdrawal. To screen for safety risks associated with efflux transport inhibition, we developed a high-throughput cellular assay for different drug discovery phases. Hepatocytes isolated from chimeric mice with humanized livers presented gene expression resembling that of the human liver and demonstrated apical membrane polarity when sandwiched between Matrigel and collagen. The fluorescent bile acid-derivative cholyl-l-lysyl-fluorescein (CLF) was used to quantify drug-induced efflux transport inhibition in hepatocytes. Cyclosporine inhibited CLF accumulation in the apical bile canalicular lumen in a concentration-dependent manner. The assay had equivalent predictive power to a primary human hepatocyte-based assay and greater predictive power than an assay performed with rat hepatocytes. Predictive power was tested using 45 pharmaceutical compounds, and 91.3% of the compounds with cholestatic potential (21/23) had margins (IC50/Cmax) < 20. In contrast, 90.9% (20/22) of compounds without cholestatic potential had IC50/Cmax>20. Assay sensitivity and specificity were 91.3% and 90.9%, respectively. We suggest that this improved assay performance could result from higher expression of efflux transporters, metabolic pathways, and/or species differences. Given the long-term supply of cells from the same donor, the humanized mouse-derived hepatocyte-based CLF efflux assay could be a valuable tool for predicting cholestatic DILI.
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Affiliation(s)
- Hiroshi Kohara
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
| | - Piyush Bajaj
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Cambridge, Massachusetts 02139, USA
| | - Kazunori Yamanaka
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
| | - Akimitsu Miyawaki
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
| | - Kosuke Harada
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
| | - Kazumasa Miyamoto
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
| | - Toshikatsu Matsui
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
| | - Yoshiko Okai
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
| | - Matthew Wagoner
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Cambridge, Massachusetts 02139, USA
| | - Tadahiro Shinozawa
- Drug Safety Research and Evaluation, Takeda Pharmaceutical Company Limited, Kanagawa 251-8555, Kanagawa, Japan
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12
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Chen HC, Awale S, Wu CP, Lee HH, Wu HT. Co-cultured bone marrow mesenchymal stem cells repair thioacetamide-induced hepatocyte damage. Cell Biol Int 2020; 44:2459-2472. [PMID: 32827326 DOI: 10.1002/cbin.11453] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 07/18/2020] [Accepted: 08/16/2020] [Indexed: 12/11/2022]
Abstract
Adult stem cells, such as bone marrow mesenchymal stem cells (BMSCs), are postdevelopmental cells found in many bone tissues. They are capable of multipotent differentiation and have low immune-rejection characteristics. Hepatocytes may become inflamed and produce a large number of free radicals when affected by drugs, poisoning, or a viral infection. The excessive accumulation of free radicals in the extracellular matrix (ECM) eventually leads to liver fibrosis. This study aims to investigate the restorative effects of mouse bone marrow mesenchymal stem cells (mBMSCs) on thioacetamide (TAA)-induced damage in hepatocytes. An in vitro transwell co-culture system of HepG2 cells were co-cultured with mBMSCs. The effects of damage done to TAA-treated HepG2 cells were reflected in the overall cell survival, the expression of antioxidants (SOD1, GPX1, and CAT), the ECM (COL1A1 and MMP9), antiapoptosis characteristics (BCL2), and inflammation (TNF) genes. The majority of the damage done to HepG2 by TAA was significantly reduced when cells were co-cultured with mBMSCs. The signal transducer and activator of transcription 3 (STAT3) and its phosphorylated STAT3 (p-STAT3), as related to cell growth and survival, were detected in this study. The results show that STAT3 was significantly decreased in the TAA-treated HepG2 cells, but the STAT3 and p-STAT3 of HepG2 cells were significantly activated when the TAA-treated HepG2 co-cultured with mBMSCs. Strong expression of interleukin (Il6) messenger RNA in co-cultured mBMSCs/HepG2 indicated mBMSCs secret the cytokines IL-6, which promotes cell survival through downstream STAT3 activation and aid in the recovery of HepG2 cells damaged by TAA.
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Affiliation(s)
- Hung-Chiuan Chen
- Department of BioAgricultural Sciences, National Chiayi University, Chiayi City, Taiwan
| | - Suresh Awale
- Department of Translational Research, Institute of Natural Medicine, University of Toyama, Toyama, Japan
| | - Chean-Ping Wu
- Department of Animal Science, National Chiayi University, Chiayi City, Taiwan
| | - Hu-Hui Lee
- Department of BioAgricultural Sciences, National Chiayi University, Chiayi City, Taiwan
| | - Hsi-Tien Wu
- Department of BioAgricultural Sciences, National Chiayi University, Chiayi City, Taiwan
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13
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Capelli N, Dubois M, Pucelle M, Da Silva I, Lhomme S, Abravanel F, Chapuy-Regaud S, Izopet J. Optimized Hepatitis E Virus (HEV) Culture and its Application to Measurements of HEV Infectivity. Viruses 2020; 12:v12020139. [PMID: 31991673 PMCID: PMC7077187 DOI: 10.3390/v12020139] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 01/08/2020] [Accepted: 01/21/2020] [Indexed: 02/07/2023] Open
Abstract
Hepatitis E virus (HEV) is a major concern in public health worldwide. Infections with HEV genotypes 3, 4, or 7 can lead to chronic hepatitis while genotype 1 infections can trigger severe hepatitis in pregnant women. Infections with all genotypes can worsen chronic liver diseases. As virions are lipid-associated in blood and naked in feces, efficient methods of propagating HEV clinical strains in vitro and evaluating the infectivity of both HEV forms are needed. We evaluated the spread of clinical strains of HEV genotypes 1 (HEV1) and 3 (HEV3) by quantifying viral RNA in culture supernatants and cell lysates. Infectivity was determined by endpoint dilution and calculation of the tissue culture infectious dose 50 (TCID50). An enhanced HEV production could be obtained varying the composition of the medium, including fetal bovine serum (FBS) and dimethylsulfoxide (DMSO) content. This increased TCID50 from 10 to 100-fold and allowed us to quantify HEV1 infectivity. These optimized methods for propagating and measuring HEV infectivity could be applied to health safety processes and will be useful for testing new antiviral drugs.
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Affiliation(s)
- Nicolas Capelli
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
- Centre de Physiopathologie de Toulouse Purpan (CPTP), Institut National de la Santé et de la Recherche Médicale, Inserm UMR1043, Centre National de la Recherche Scientifique, CNRS UMR5282, Université de Toulouse, 31024 Toulouse, France
| | - Martine Dubois
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
- Centre de Physiopathologie de Toulouse Purpan (CPTP), Institut National de la Santé et de la Recherche Médicale, Inserm UMR1043, Centre National de la Recherche Scientifique, CNRS UMR5282, Université de Toulouse, 31024 Toulouse, France
| | - Mélanie Pucelle
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
| | - Isabelle Da Silva
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
| | - Sébastien Lhomme
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
- Centre de Physiopathologie de Toulouse Purpan (CPTP), Institut National de la Santé et de la Recherche Médicale, Inserm UMR1043, Centre National de la Recherche Scientifique, CNRS UMR5282, Université de Toulouse, 31024 Toulouse, France
| | - Florence Abravanel
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
- Centre de Physiopathologie de Toulouse Purpan (CPTP), Institut National de la Santé et de la Recherche Médicale, Inserm UMR1043, Centre National de la Recherche Scientifique, CNRS UMR5282, Université de Toulouse, 31024 Toulouse, France
| | - Sabine Chapuy-Regaud
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
- Centre de Physiopathologie de Toulouse Purpan (CPTP), Institut National de la Santé et de la Recherche Médicale, Inserm UMR1043, Centre National de la Recherche Scientifique, CNRS UMR5282, Université de Toulouse, 31024 Toulouse, France
- Correspondence: ; Tel.: +33-567-690-431
| | - Jacques Izopet
- Department of Virology, National Reference Center for HEV, CHU Purpan, 31059 Toulouse, France
- Centre de Physiopathologie de Toulouse Purpan (CPTP), Institut National de la Santé et de la Recherche Médicale, Inserm UMR1043, Centre National de la Recherche Scientifique, CNRS UMR5282, Université de Toulouse, 31024 Toulouse, France
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14
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Hepatitis B virus genome recycling and de novo secondary infection events maintain stable cccDNA levels. J Hepatol 2018; 69:1231-1241. [PMID: 30142426 PMCID: PMC7611400 DOI: 10.1016/j.jhep.2018.08.012] [Citation(s) in RCA: 134] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 08/05/2018] [Accepted: 08/08/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Several steps in the HBV life cycle remain obscure because of a lack of robust in vitro infection models. These steps include particle entry, formation and maintenance of covalently closed circular (ccc) DNA, kinetics of gene expression and viral transmission routes. This study aimed to investigate infection kinetics and cccDNA dynamics during long-term culture. METHODS We selected a highly permissive HepG2-NTCP-K7 cell clone engineered to express sodium taurocholate co-transporting polypeptide (NTCP) that supports the full HBV life cycle. We characterized the replication kinetics and dynamics of HBV over six weeks of infection. RESULTS HBV infection kinetics showed a slow infection process. Nuclear cccDNA was only detected 24 h post-infection and increased until 3 days post-infection (dpi). Viral RNAs increased from 3 dpi reaching a plateau at 6 dpi. HBV protein levels followed similar kinetics with HBx levels reaching a plateau first. cccDNA levels modestly increased throughout the 45-day study period with 5-12 copies per infected cell. Newly produced relaxed circular DNA within capsids was reimported into the nucleus and replenished the cccDNA pool. In addition to intracellular recycling of HBV genomes, secondary de novo infection events resulted in cccDNA formation. Inhibition of relaxed circular DNA formation by nucleoside analogue treatment of infected cells enabled us to measure cccDNA dynamics. HBV cccDNA decayed slowly with a half-life of about 40 days. CONCLUSIONS After a slow infection process, HBV maintains a stable cccDNA pool by intracellular recycling of HBV genomes and via secondary infection. Our results provide important insights into the dynamics of HBV infection and support the future design and evaluation of new antiviral agents. LAY SUMMARY Using a unique hepatocellular model system designed to support viral growth, we demonstrate that hepatitis B virus (HBV) has remarkably slow infection kinetics. Establishment of the episomal transcription template and the persistent form of the virus, so called covalently closed circular DNA, as well as viral transcription and protein expression all take a long time. Once established, HBV maintains a stable pool of covalently closed circular DNA via intracellular recycling of HBV genomes and through infection of naïve cells by newly formed virions.
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15
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Moraes JO, Rodrigues SDC, Pereira LM, Medeiros RDCN, de Cordova CAS, de Cordova FM. Amprolium exposure alters mice behavior and metabolism in vivo. Animal Model Exp Med 2018; 1:272-281. [PMID: 30891577 PMCID: PMC6388078 DOI: 10.1002/ame2.12040] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 10/01/2018] [Accepted: 10/22/2018] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Thiamine deficiency (TD) models have been developed, mainly using the thiamine analog pyrithiamine. Other analogs have not been used in rodents. We aimed to evaluate the effects and mechanisms of intraperitoneal (ip) amprolium-induced TD in mice. We also evaluated the associated pathogenesis using antioxidant and anti-inflammatory compounds (Trolox, dimethyl sulfoxide). METHODS Male mice were separated into two groups, one receiving a standard diet (control animals), and the other a TD diet (deficient groups) for 20 days. Control mice were further subdivided into three groups receiving daily ip injections of saline (NaCl 0.9%; Cont group), Tolox (Tr group) or dimethyl sulfoxide (DMSO; Dmso group). The three TD groups received amprolium (Amp group), amprolium and Trolox (Amp+Tr group), or amprolium and DMSO (Amp+Dmso group). The animals were subjected to behavioral tests and then euthanized. The brain and viscera were analyzed. RESULTS Amprolium exposure induced weight loss with hyporexia, reduced the behavioral parameters (locomotion, exploratory activity, and motor coordination), and induced changes in the brain (lower cortical cell viability) and liver (steatosis). Trolox co-treatment partially improved these conditions, but to a lesser extent than DMSO. CONCLUSIONS Amprolium-induced TD may be an interesting model, allowing the deficiency to develop more slowly and to a lesser extent. Amprolium exposure also seems to involve oxidative stress and inflammation, suggested as the main mechanisms of cell dysfunction in TD.
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Affiliation(s)
- Juliana Oliveira Moraes
- Programa de Pós‐Graduação em Sanidade Animal e Saúde Pública nos TrópicosUniversidade Federal do TocantinsAraguaínaTOBrazil
| | | | | | | | | | - Fabiano Mendes de Cordova
- Programa de Pós‐Graduação em Sanidade Animal e Saúde Pública nos TrópicosUniversidade Federal do TocantinsAraguaínaTOBrazil
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16
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Mayati A, Moreau A, Le Vée M, Bruyère A, Jouan E, Denizot C, Parmentier Y, Fardel O. Functional polarization of human hepatoma HepaRG cells in response to forskolin. Sci Rep 2018; 8:16115. [PMID: 30382126 PMCID: PMC6208432 DOI: 10.1038/s41598-018-34421-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 10/08/2018] [Indexed: 02/04/2023] Open
Abstract
HepaRG is an original human hepatoma cell line, acquiring highly differentiated hepatic features when exposed to dimethylsulfoxide (DMSO). To search alternatives to DMSO, which may exert some toxicity, we have analyzed the effects of forskolin (FSK), a cAMP-generating agent known to favor differentiation of various cell types. FSK used at 50 µM for 3 days was found to promote polarization of high density-plated HepaRG cells, i.e., it markedly enhanced the formation of functional biliary canaliculi structures. It also increased expressions of various hepatic markers, including those of cytochrome P-450 (CYP) 3A4, of drug transporters like NTCP, OATP2B1 and BSEP, and of metabolism enzymes like glucose 6-phosphatase. In addition, FSK-treated HepaRG cells displayed enhanced activities of CYP3A4, NTCP and OATPs when compared to untreated cells. These polarizing/differentiating effects of FSK were next shown to reflect not only the generation of cAMP, but also the activation of the xenobiotic sensing receptors PXR and FXR by FSK. Co-treatment of HepaRG cells by the cAMP analog Sp-5,6-DCl-cBIMPS and the reference PXR agonist rifampicin reproduced the polarizing effects of FSK. Therefore, FSK may be considered as a relevant alternative to DMSO for getting polarized and differentiated HepaRG cells, notably for pharmacological and toxicological studies.
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Affiliation(s)
- Abdullah Mayati
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Amélie Moreau
- Centre de Recherche en Pharmacocinétique, Technologie Servier, F-45000, Orléans, France
| | - Marc Le Vée
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Arnaud Bruyère
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Elodie Jouan
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Claire Denizot
- Centre de Recherche en Pharmacocinétique, Technologie Servier, F-45000, Orléans, France
| | - Yannick Parmentier
- Centre de Recherche en Pharmacocinétique, Technologie Servier, F-45000, Orléans, France
| | - Olivier Fardel
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France. .,Pôle Biologie, Centre Hospitalier Universitaire, F-35033, Rennes, France.
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JAZF1 ameliorates age and diet-associated hepatic steatosis through SREBP-1c -dependent mechanism. Cell Death Dis 2018; 9:859. [PMID: 30154417 PMCID: PMC6113258 DOI: 10.1038/s41419-018-0923-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 07/19/2018] [Accepted: 07/30/2018] [Indexed: 01/07/2023]
Abstract
JAZF zinc finger 1 (JAZF1) is involved in glucose and lipid metabolisms. However, its role in aging- and nutrient-related hepatic steatosis is unclear. In the current study, we demonstrated that JAZF1 expression was markedly down-regulated in obesity-associated mice and nonalcoholic fatty liver disease (NAFLD) patients. During aging, JAZF1 expression was gradually down-regulated in both C57BL/6 J and JAZF1-Tg mice. In JAZF1-Tg mice, body fat content and hepatosteatosis were protected from HFD-induced steatosis, and accompanied by decreased lipogenesis gene expression. The inhibitory effects of hepatic steatosis in JAZF1-Tg mice, however, were disappeared during aging. In hepatocytes, over-expression of JAZF1 attenuated, while knockdown of JAZF1 enhanced the expression of lipogenesis genes. The over-expressing of JAZF1 in hepatocytes displayed the increased adenosine monophosphate-activated protein kinase (AMPK) phosphorylation and decreased sterol regulatory element-binding protein 1c (SREBP-1c) expression. The roles of JAZF1 were partially attenuated by Compound C. Mechanistically, JAZF1 suppressed SREBP-1c expression through the inhibition of transcriptional activity of liver X receptor response elements (LXREs) in the SREBP-1c promoter. Data illustrate that JAZF1 may have a crucial role in the regulation of age and nutrient-associated hepatosteatosis through an AMPK/SREBP-1c-dependent mechanism.
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18
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Green CJ, Parry SA, Gunn PJ, Ceresa CDL, Rosqvist F, Piché ME, Hodson L. Studying non-alcoholic fatty liver disease: the ins and outs of in vivo, ex vivo and in vitro human models. Horm Mol Biol Clin Investig 2018; 41:/j/hmbci.ahead-of-print/hmbci-2018-0038/hmbci-2018-0038.xml. [PMID: 30098284 DOI: 10.1515/hmbci-2018-0038] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 06/22/2018] [Indexed: 02/07/2023]
Abstract
The prevalence of non-alcoholic fatty liver disease (NAFLD) is increasing. Determining the pathogenesis and pathophysiology of human NAFLD will allow for evidence-based prevention strategies, and more targeted mechanistic investigations. Various in vivo, ex situ and in vitro models may be utilised to study NAFLD; but all come with their own specific caveats. Here, we review the human-based models and discuss their advantages and limitations in regards to studying the development and progression of NAFLD. Overall, in vivo whole-body human studies are advantageous in that they allow for investigation within the physiological setting, however, limited accessibility to the liver makes direct investigations challenging. Non-invasive imaging techniques are able to somewhat overcome this challenge, whilst the use of stable-isotope tracers enables mechanistic insight to be obtained. Recent technological advances (i.e. normothermic machine perfusion) have opened new opportunities to investigate whole-organ metabolism, thus ex situ livers can be investigated directly. Therefore, investigations that cannot be performed in vivo in humans have the potential to be undertaken. In vitro models offer the ability to perform investigations at a cellular level, aiding in elucidating the molecular mechanisms of NAFLD. However, a number of current models do not closely resemble the human condition and work is ongoing to optimise culturing parameters in order to recapitulate this. In summary, no single model currently provides insight into the development, pathophysiology and progression across the NAFLD spectrum, each experimental model has limitations, which need to be taken into consideration to ensure appropriate conclusions and extrapolation of findings are made.
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Affiliation(s)
- Charlotte J Green
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Oxford, UK
| | - Siôn A Parry
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Oxford, UK
| | - Pippa J Gunn
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Oxford, UK
| | - Carlo D L Ceresa
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Oxford, UK
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Fredrik Rosqvist
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Oxford, UK
- Department of Public Health and Caring Sciences, Clinical Nutrition and Metabolism, Uppsala University, Uppsala, Sweden
| | - Marie-Eve Piché
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Oxford, UK
- Quebec Heart and Lung Institute, Laval University, Quebec, Canada
| | - Leanne Hodson
- University of Oxford, Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, Churchill Hospital,Old Road Headington, Oxford OX3 7LE, United Kingdom of Great Britain and Northern Ireland
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19
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Orjuela-Sanchez P, Villa ZH, Moreno M, Tong-Rios C, Meister S, LaMonte GM, Campo B, Vinetz JM, Winzeler EA. Developing Plasmodium vivax Resources for Liver Stage Study in the Peruvian Amazon Region. ACS Infect Dis 2018. [PMID: 29542317 DOI: 10.1021/acsinfecdis.7b00198] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
To develop new drugs and vaccines for malaria elimination, it will be necessary to discover biological interventions, including small molecules that act against Plasmodium vivax exoerythrocytic forms. However, a robust in vitro culture system for P. vivax is still lacking. Thus, to study exoerythrocytic forms, researchers must have simultaneous access to fresh, temperature-controlled patient blood samples, as well as an anopheline mosquito colony. In addition, researchers must rely on native mosquito species to avoid introducing a potentially dangerous invasive species into a malaria-endemic region. Here, we report an in vitro culture system carried out on site in a malaria-endemic region for liver stage parasites of P. vivax sporozoites obtained from An. darlingi, the main malaria vector in the Americas. P. vivax sporozoites were obtained by dissection of salivary glands from infected An. darlingi mosquitoes and purified by Accudenz density gradient centrifugation. HC04 liver cells were exposed to P. vivax sporozoites and cultured up to 9 days. To overcome low P. vivax patient parasitemias, potentially lower mosquito vectorial capacity, and humid, nonsterile environmental conditions, a new antibiotic cocktail was included in tissue culture to prevent contamination. Culturing conditions supported exoerythrocytic (EEF) P. vivax liver stage growth up to 9 days and allowed for maturation into intrahepatocyte merosomes. Some of the identified small forms were resistant to atovaquone (1 μM) but sensitive to the phosphatidylinositol 4-kinase inhibitor, KDU691 (1 μM). This study reports a field-accessible EEF production process for drug discovery in a malaria-endemic site in which viable P. vivax sporozoites are used for drug studies using hepatocyte infection. Our data demonstrate that the development of meaningful, field-based resources for P. vivax liver stage drug screening and liver stage human malaria experimentation in the Amazon region is feasible.
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Affiliation(s)
- Pamela Orjuela-Sanchez
- Division of Host-Microbe Systems and Therapeutics, Health Sciences Center for Immunology, Infection and Inflammation, Department of Pediatrics, School of Medicine, University of California, San Diego, 9500 Gilman Drive #0760, La Jolla, California 92093-0760, United States
| | - Zaira Hellen Villa
- Laboratorio ICEMR-Amazonia, Laboratorios de Investigacion y Desarrollo, Facultad de Ciencias y Filosofia, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, San Martín de Porres, Lima, 15102, Peru
| | - Marta Moreno
- Division of Infectious Diseases, Department of Medicine, University of California, San Diego, 9500 Gilman Drive #0760, La Jolla, California 92093-0760, United States
| | - Carlos Tong-Rios
- Laboratorio ICEMR-Amazonia, Laboratorios de Investigacion y Desarrollo, Facultad de Ciencias y Filosofia, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, San Martín de Porres, Lima, 15102, Peru
| | - Stephan Meister
- Division of Host-Microbe Systems and Therapeutics, Health Sciences Center for Immunology, Infection and Inflammation, Department of Pediatrics, School of Medicine, University of California, San Diego, 9500 Gilman Drive #0760, La Jolla, California 92093-0760, United States
| | - Gregory M. LaMonte
- Division of Host-Microbe Systems and Therapeutics, Health Sciences Center for Immunology, Infection and Inflammation, Department of Pediatrics, School of Medicine, University of California, San Diego, 9500 Gilman Drive #0760, La Jolla, California 92093-0760, United States
| | - Brice Campo
- Medicines for Malaria Venture (MMV), International Center Cointrin, Block G, 20 Route de Pre-Bois, POB 1826, Geneva, CH-1215, Switzerland
| | - Joseph M. Vinetz
- Laboratorio ICEMR-Amazonia, Laboratorios de Investigacion y Desarrollo, Facultad de Ciencias y Filosofia, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, San Martín de Porres, Lima, 15102, Peru
- Division of Infectious Diseases, Department of Medicine, University of California, San Diego, 9500 Gilman Drive #0760, La Jolla, California 92093-0760, United States
- Instituto de Medicina Tropical “Alexander von Humboldt”, Universidad Peruana Cayetano Heredia, Lima, 15102, Peru
| | - Elizabeth A. Winzeler
- Division of Host-Microbe Systems and Therapeutics, Health Sciences Center for Immunology, Infection and Inflammation, Department of Pediatrics, School of Medicine, University of California, San Diego, 9500 Gilman Drive #0760, La Jolla, California 92093-0760, United States
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20
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Nikolaou N, Green CJ, Gunn PJ, Hodson L, Tomlinson JW. Optimizing human hepatocyte models for metabolic phenotype and function: effects of treatment with dimethyl sulfoxide (DMSO). Physiol Rep 2017; 4:4/21/e12944. [PMID: 27803313 PMCID: PMC5112488 DOI: 10.14814/phy2.12944] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 08/01/2016] [Indexed: 12/14/2022] Open
Abstract
Primary human hepatocytes are considered to be the "gold standard" cellular model for studying hepatic fatty acid and glucose metabolism; however, they come with limitations. Although the HepG2 cell line retains many of the primary hepatocyte metabolic functions they have a malignant origin and low rates of triglyceride secretion. The aim of this study was to investigate whether dimethyl sulfoxide supplementation in the media of HepG2 cells would enhance metabolic functionality leading to the development of an improved in vitro cell model that closely recapitulates primary human hepatocyte metabolism. HepG2 cells were cultured in media containing 1% dimethyl sulfoxide for 2, 4, 7, 14, and 21 days. Gene expression, protein levels, intracellular triglyceride, and media concentrations of triglyceride, urea, and 3-hydroxybutyrate concentrations were measured. Dimethyl sulfoxide treatment altered the expression of genes involved in lipid (FAS, ACC1, ACC2, DGAT1, DGAT2, SCD) and glucose (PEPCK, G6Pase) metabolism as well as liver functionality (albumin, alpha-1-antitrypsin, AFP). mRNA changes were paralleled by alterations at the protein level. DMSO treatment decreased intracellular triglyceride content and lactate production and increased triglyceride and 3-hydroxybutyrate concentrations in the media in a time-dependent manner. We have demonstrated that the addition of 1% dimethyl sulfoxide to culture media changes the metabolic phenotype of HepG2 cells toward a more primary human hepatocyte phenotype. This will enhance the currently available in vitro model systems for the study of hepatocyte biology related to pathological processes that contribute to disease and their response to specific therapeutic interventions.
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Affiliation(s)
- Nikolaos Nikolaou
- Oxford Centre for Diabetes, Endocrinology & Metabolism and NIHR Biomedical Research Centre, University of Oxford Churchill Hospital, Headington, Oxford, U.K
| | - Charlotte J Green
- Oxford Centre for Diabetes, Endocrinology & Metabolism and NIHR Biomedical Research Centre, University of Oxford Churchill Hospital, Headington, Oxford, U.K
| | - Pippa J Gunn
- Oxford Centre for Diabetes, Endocrinology & Metabolism and NIHR Biomedical Research Centre, University of Oxford Churchill Hospital, Headington, Oxford, U.K
| | - Leanne Hodson
- Oxford Centre for Diabetes, Endocrinology & Metabolism and NIHR Biomedical Research Centre, University of Oxford Churchill Hospital, Headington, Oxford, U.K
| | - Jeremy W Tomlinson
- Oxford Centre for Diabetes, Endocrinology & Metabolism and NIHR Biomedical Research Centre, University of Oxford Churchill Hospital, Headington, Oxford, U.K.
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21
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Ghosheh N, Küppers-Munther B, Asplund A, Edsbagge J, Ulfenborg B, Andersson TB, Björquist P, Andersson CX, Carén H, Simonsson S, Sartipy P, Synnergren J. Comparative transcriptomics of hepatic differentiation of human pluripotent stem cells and adult human liver tissue. Physiol Genomics 2017; 49:430-446. [DOI: 10.1152/physiolgenomics.00007.2017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Revised: 05/26/2017] [Accepted: 06/28/2017] [Indexed: 12/11/2022] Open
Abstract
Hepatocytes derived from human pluripotent stem cells (hPSC-HEP) have the potential to replace presently used hepatocyte sources applied in liver disease treatment and models of drug discovery and development. Established hepatocyte differentiation protocols are effective and generate hepatocytes, which recapitulate some key features of their in vivo counterparts. However, generating mature hPSC-HEP remains a challenge. In this study, we applied transcriptomics to investigate the progress of in vitro hepatic differentiation of hPSCs at the developmental stages, definitive endoderm, hepatoblasts, early hPSC-HEP, and mature hPSC-HEP, to identify functional targets that enhance efficient hepatocyte differentiation. Using functional annotation, pathway and protein interaction network analyses, we observed the grouping of differentially expressed genes in specific clusters representing typical developmental stages of hepatic differentiation. In addition, we identified hub proteins and modules that were involved in the cell cycle process at early differentiation stages. We also identified hub proteins that differed in expression levels between hPSC-HEP and the liver tissue controls. Moreover, we identified a module of genes that were expressed at higher levels in the liver tissue samples than in the hPSC-HEP. Considering that hub proteins and modules generally are essential and have important roles in the protein-protein interactions, further investigation of these genes and their regulators may contribute to a better understanding of the differentiation process. This may suggest novel target pathways and molecules for improvement of hPSC-HEP functionality, having the potential to finally bring this technology to a wider use.
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Affiliation(s)
- Nidal Ghosheh
- School of Bioscience, Systems Biology Research Center, University of Skövde, Skövde, Sweden
- Institute of Biomedicine, Department of Clinical Chemistry and Transfusion Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | | | | | | | - Benjamin Ulfenborg
- School of Bioscience, Systems Biology Research Center, University of Skövde, Skövde, Sweden
| | - Tommy B. Andersson
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Mölndal, Sweden
- Department of Physiology and Pharmacology, Section of Pharmacogenetics, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Helena Carén
- Sahlgrenska Cancer Center, Department of Pathology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; and
| | - Stina Simonsson
- Institute of Biomedicine, Department of Clinical Chemistry and Transfusion Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Peter Sartipy
- School of Bioscience, Systems Biology Research Center, University of Skövde, Skövde, Sweden
- AstraZeneca Research and Development, Global Medicines Development Cardiovascular and Metabolic Diseases Global Medicines Development Unit, Mölndal, Sweden
| | - Jane Synnergren
- School of Bioscience, Systems Biology Research Center, University of Skövde, Skövde, Sweden
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