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Zheng B, Shang J, Wei Y, Tao Q, Yin J, Kang A, Liu R, Lian H, Han S. Chemoproteomic profiling by bioorthogonal probes to reveal the novel targets of acrylamide in microglia. JOURNAL OF HAZARDOUS MATERIALS 2025; 484:136760. [PMID: 39637805 DOI: 10.1016/j.jhazmat.2024.136760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 11/23/2024] [Accepted: 12/02/2024] [Indexed: 12/07/2024]
Abstract
Neurotoxicity studies caused by exposure to acrylamide (AA) are of wide interest, but the methods for direct analysis of AA targets in living neuronal cells by cysteine profiling are still lacking. To address this, we developed a specific bioorthogonal probe, AAPA-P2, for chemical proteomics analysis of AA covalent binding sites. AAPA-P2 captured 754 target proteins, increasing the number of identified target proteins by 20-fold. Further screening revealed 96 proteins that are both highly sensitive and heavily modified by AAPA-P2, with validation performed on some potential key targets and binding sites. AA was found to induce neurotoxicity by binding to newly identified targets, Proteasome 26S Subunit, non ATPase 9 (PSMD9) and NADH dehydrogenase (ubiquinone) 1 alpha subcomplex 5 (NDUFA5), interfering with the ubiquitin-proteasome system, and inducing mitochondria-dependent apoptosis. The present work provides an effective bioorthogonal probe tool for identifying covalent binding targets of acrylamide and offers new insights into the molecular mechanisms underlying acrylamide-induced neurotoxicity.
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Affiliation(s)
- Binru Zheng
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jia Shang
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Yuanqing Wei
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Qianqian Tao
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jizhou Yin
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - An Kang
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Rui Liu
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China; National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Key Laboratory of Chinese Medicinal Resources Recycling Utilization under National Administration of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China; Jiangsu Key Laboratory of Research and Development in Marine Bio-resource Pharmaceutics, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Hongzhen Lian
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry & Chemical Engineering and Center of Materials Analysis, Nanjing University, Nanjing 210023, China.
| | - Shuying Han
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
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Fernández-Tussy P, Cardelo MP, Zhang H, Sun J, Price NL, Boutagy NE, Goedeke L, Cadena-Sandoval M, Xirouchaki CE, Brown W, Yang X, Pastor-Rojo O, Haeusler RA, Bennett AM, Tiganis T, Suárez Y, Fernández-Hernando C. miR-33 deletion in hepatocytes attenuates MASLD-MASH-HCC progression. JCI Insight 2024; 9:e168476. [PMID: 39190492 PMCID: PMC11466198 DOI: 10.1172/jci.insight.168476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 08/21/2024] [Indexed: 08/29/2024] Open
Abstract
The complexity of the mechanisms underlying metabolic dysfunction-associated steatotic liver disease (MASLD) progression remains a significant challenge for the development of effective therapeutics. miRNAs have shown great promise as regulators of biological processes and as therapeutic targets for complex diseases. Here, we study the role of hepatic miR-33, an important regulator of lipid metabolism, during the progression of MASLD and the development of hepatocellular carcinoma (HCC). We report that miR-33 was elevated in the livers of humans and mice with MASLD and that its deletion in hepatocytes (miR-33 HKO) improved multiple aspects of the disease, including steatosis and inflammation, limiting the progression to metabolic dysfunction-associated steatotic hepatitis (MASH), fibrosis, and HCC. Mechanistically, hepatic miR-33 deletion reduced lipid synthesis and promoted mitochondrial fatty acid oxidation, reducing lipid burden. Additionally, absence of miR-33 altered the expression of several known miR-33 target genes involved in metabolism and resulted in improved mitochondrial function and reduced oxidative stress. The reduction in lipid accumulation and liver injury resulted in decreased YAP/TAZ pathway activation, which may be involved in the reduced HCC progression in HKO livers. Together, these results suggest suppressing hepatic miR-33 may be an effective therapeutic approach to temper the development of MASLD, MASH, and HCC in obesity.
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Affiliation(s)
- Pablo Fernández-Tussy
- Vascular Biology and Therapeutics Program
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
| | - Magdalena P. Cardelo
- Vascular Biology and Therapeutics Program
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
| | - Hanming Zhang
- Vascular Biology and Therapeutics Program
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
| | - Jonathan Sun
- Vascular Biology and Therapeutics Program
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Nathan L. Price
- Vascular Biology and Therapeutics Program
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
- Experimental Gerontology Section, Translational Gerontology Branch, National Institute on Aging, NIH, Baltimore, Maryland, USA
| | - Nabil E. Boutagy
- Vascular Biology and Therapeutics Program
- Department of Pharmacology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Leigh Goedeke
- Cardiovascular Research Institute and Division of Cardiology, Department of Medicine; and
- Diabetes, Obesity and Metabolism Institute and Division of Endocrinology, Diabetes and Bone Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Martí Cadena-Sandoval
- Department of Pathology & Cell Biology and Naomi Berrie Diabetes Center, Columbia University, New York, New York, USA
| | - Chrysovalantou E. Xirouchaki
- Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
- Department of Surgery, Alfred Hospital and Monash University, Melbourne, Victoria, Australia
| | - Wendy Brown
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, Victoria, Australia
| | - Xiaoyong Yang
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
- Department of Molecular and Cellular Physiology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Oscar Pastor-Rojo
- Vascular Biology and Therapeutics Program
- Servicio de Bioquímica Clínica, Hospital Universitario Ramón y Cajal IRYCIS, Madrid, Spain
- Departamento de Biología de Sistemas, Universidad de Alcalá de Henares, Madrid, Spain
| | - Rebecca A. Haeusler
- Department of Pathology & Cell Biology and Naomi Berrie Diabetes Center, Columbia University, New York, New York, USA
| | - Anton M. Bennett
- Yale Center for Molecular and System Metabolism, and
- Department of Pharmacology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Tony Tiganis
- Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
- Department of Surgery, Alfred Hospital and Monash University, Melbourne, Victoria, Australia
| | - Yajaira Suárez
- Vascular Biology and Therapeutics Program
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Carlos Fernández-Hernando
- Vascular Biology and Therapeutics Program
- Department of Comparative Medicine
- Yale Center for Molecular and System Metabolism, and
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
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3
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Fernández-Tussy P, Sun J, Cardelo MP, Price NL, Goedeke L, Xirouchaki CE, Yang X, Pastor-Rojo O, Bennett AM, Tiganis T, Suárez Y, Fernández-Hernando C. Hepatocyte-specific miR-33 deletion attenuates NAFLD-NASH-HCC progression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.18.523503. [PMID: 36711578 PMCID: PMC9882318 DOI: 10.1101/2023.01.18.523503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The complexity of the multiple mechanisms underlying non-alcoholic fatty liver disease (NAFLD) progression remains a significant challenge for the development of effective therapeutics. miRNAs have shown great promise as regulators of biological processes and as therapeutic targets for complex diseases. Here, we study the role of hepatic miR-33, an important regulator of lipid metabolism, during the progression of NAFLD. We report that miR-33 is overexpressed in hepatocytes isolated from mice with NAFLD and demonstrate that its specific suppression in hepatocytes (miR-33 HKO ) improves multiple aspects of the disease, including insulin resistance, steatosis, and inflammation and limits the progression to non-alcoholic steatohepatitis (NASH), fibrosis and hepatocellular carcinoma (HCC). Mechanistically, we find that hepatic miR-33 deficiency reduces lipid biosynthesis and promotes mitochondrial fatty acid oxidation to reduce lipid burden in hepatocytes. Additionally, miR-33 deficiency improves mitochondrial function, reducing oxidative stress. In miR-33 deficient hepatocytes, we found an increase in AMPKα activation, which regulates several pathways resulting in the attenuation of liver disease. The reduction in lipid accumulation and liver injury resulted in decreased transcriptional activity of the YAP/TAZ pathway, which may be involved in the reduced progression to HCC in the HKO livers. Together, these results suggest suppressing hepatic miR-33 may be an effective therapeutic approach at different stages of NAFLD/NASH/HCC disease progression.
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Integration of Human Protein Sequence and Protein-Protein Interaction Data by Graph Autoencoder to Identify Novel Protein-Abnormal Phenotype Associations. Cells 2022; 11:cells11162485. [PMID: 36010562 PMCID: PMC9406402 DOI: 10.3390/cells11162485] [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: 06/03/2022] [Revised: 07/31/2022] [Accepted: 08/05/2022] [Indexed: 11/18/2022] Open
Abstract
Understanding gene functions and their associated abnormal phenotypes is crucial in the prevention, diagnosis and treatment against diseases. The Human Phenotype Ontology (HPO) is a standardized vocabulary for describing the phenotype abnormalities associated with human diseases. However, the current HPO annotations are far from completion, and only a small fraction of human protein-coding genes has HPO annotations. Thus, it is necessary to predict protein-phenotype associations using computational methods. Protein sequences can indicate the structure and function of the proteins, and interacting proteins are more likely to have same function. It is promising to integrate these features for predicting HPO annotations of human protein. We developed GraphPheno, a semi-supervised method based on graph autoencoders, which does not require feature engineering to capture deep features from protein sequences, while also taking into account the topological properties in the protein–protein interaction network to predict the relationships between human genes/proteins and abnormal phenotypes. Cross validation and independent dataset tests show that GraphPheno has satisfactory prediction performance. The algorithm is further confirmed on automatic HPO annotation for no-knowledge proteins under the benchmark of the second Critical Assessment of Functional Annotation, 2013–2014 (CAFA2), where GraphPheno surpasses most existing methods. Further bioinformatics analysis shows that predicted certain phenotype-associated genes using GraphPheno share similar biological properties with known ones. In a case study on the phenotype of abnormality of mitochondrial respiratory chain, top prioritized genes are validated by recent papers. We believe that GraphPheno will help to reveal more associations between genes and phenotypes, and contribute to the discovery of drug targets.
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Kovacevic B, Ionescu CM, Jones M, Wagle SR, Lewkowicz M, Đanić M, Mikov M, Mooranian A, Al-Salami H. The Effect of Deoxycholic Acid on Chitosan-Enabled Matrices for Tissue Scaffolding and Injectable Nanogels. Gels 2022; 8:gels8060358. [PMID: 35735702 PMCID: PMC9222767 DOI: 10.3390/gels8060358] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 05/20/2022] [Accepted: 05/27/2022] [Indexed: 02/07/2023] Open
Abstract
The pathophysiology of a multitude of diseases is influenced by bioenergetic dysfunction. Healthy mitochondria are presented as essential for the regulation and function of multiple cell types, including the cells of relevance for this research: pancreatic beta cells, muscle cells, and liver cells. Hence, effects of hydrogels (particularly nanogels) on bioenergetics needs to be taken into account when designing optimum delivery matrices. Several polymers have been suggested for use in hydrogels and nanogels, with focus on chitosan due to its range of beneficial properties. Bile acids have emerged as beneficial excipients, including deoxycholic acid, which can increase membrane permeability of cells. Nanogels were manufactured containing various concentrations of chitosan and deoxycholic acid in addition to the staple sodium alginate. Nanogels then underwent an array of analysis including rheological studies and in vitro cell work assessing viability, hypoxia, and the bioenergetic profiles. Overall, deoxycholic acid showed enhanced gel strength although this resulted in slightly lower cell viability and impacted bioenergetic profiles. Results from this study showed the benefits of deoxycholic acid; however, this was found to be less suitable for cell delivery matrices and is perhaps more beneficial for drug-delivery systems.
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Affiliation(s)
- Bozica Kovacevic
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical School and Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia; (B.K.); (C.M.I.); (M.J.); (S.R.W.); (M.L.)
- Hearing Therapeutics Department, Ear Science Institute Australia, Queen Elizabeth II Medical Centre, Perth, WA 6009, Australia
| | - Corina Mihaela Ionescu
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical School and Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia; (B.K.); (C.M.I.); (M.J.); (S.R.W.); (M.L.)
- Hearing Therapeutics Department, Ear Science Institute Australia, Queen Elizabeth II Medical Centre, Perth, WA 6009, Australia
| | - Melissa Jones
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical School and Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia; (B.K.); (C.M.I.); (M.J.); (S.R.W.); (M.L.)
- Hearing Therapeutics Department, Ear Science Institute Australia, Queen Elizabeth II Medical Centre, Perth, WA 6009, Australia
| | - Susbin Raj Wagle
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical School and Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia; (B.K.); (C.M.I.); (M.J.); (S.R.W.); (M.L.)
- Hearing Therapeutics Department, Ear Science Institute Australia, Queen Elizabeth II Medical Centre, Perth, WA 6009, Australia
| | - Michael Lewkowicz
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical School and Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia; (B.K.); (C.M.I.); (M.J.); (S.R.W.); (M.L.)
- Hearing Therapeutics Department, Ear Science Institute Australia, Queen Elizabeth II Medical Centre, Perth, WA 6009, Australia
| | - Maja Đanić
- Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, 21101 Novi Sad, Serbia; (M.Đ.); (M.M.)
| | - Momir Mikov
- Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, 21101 Novi Sad, Serbia; (M.Đ.); (M.M.)
| | - Armin Mooranian
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical School and Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia; (B.K.); (C.M.I.); (M.J.); (S.R.W.); (M.L.)
- Hearing Therapeutics Department, Ear Science Institute Australia, Queen Elizabeth II Medical Centre, Perth, WA 6009, Australia
- Correspondence: (A.M.); (H.A.-S.)
| | - Hani Al-Salami
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical School and Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia; (B.K.); (C.M.I.); (M.J.); (S.R.W.); (M.L.)
- Hearing Therapeutics Department, Ear Science Institute Australia, Queen Elizabeth II Medical Centre, Perth, WA 6009, Australia
- Correspondence: (A.M.); (H.A.-S.)
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Advances of microRNAs in regulating mitochondrial function: new potential application in NAFLD treatment. Mol Biol Rep 2022; 49:9841-9853. [PMID: 35612781 DOI: 10.1007/s11033-022-07503-0] [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: 01/17/2022] [Accepted: 04/22/2022] [Indexed: 11/09/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is one of the most common metabolic diseases and closely associated with lipid disorder. Mitochondrion has been recognized to play a key role in lipid metabolism as the main site of energy metabolism in cells, and its dysfunction is involved in the progression of NAFLD. MicroRNAs (miRNAs), one of regulators in the pathogenesis of NAFLD, are discovered to modulate mitochondrial function by targeting mitochondrial proteins or mitochondrial-related factors, thereby improving or deteriorating NAFLD-associated pathologies. This review summarizes the differentially expressed miRNAs from clinical and experimental models of NAFLD with abilities in regulating mitochondrial function, expounds their underlying molecular mechanism and discusses their prospect and future research direction.
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Liu T, Yan T, Jia X, Liu J, Ma R, Wang Y, Wang X, Liang Y, Xiao Y, Dong Y. Systematic exploration of the potential material basis and molecular mechanism of the Mongolian medicine Nutmeg-5 in improving cardiac remodeling after myocardial infarction. JOURNAL OF ETHNOPHARMACOLOGY 2022; 285:114847. [PMID: 34800647 DOI: 10.1016/j.jep.2021.114847] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 11/14/2021] [Accepted: 11/15/2021] [Indexed: 06/13/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Nutmeg-5, which consists of Myristica fragrans Houtt., Aucklandia lappa Decne., Inula helenium L., Fructus Choerospondiatis and Piper longum L., is an ancient and classic formula in traditional Mongolian medicine that is widely used in the treatment of ischemic heart disease. However, its material basis and pharmacological mechanisms remain to be fully elucidated. AIM OF THE STUDY The aim of this study was to explore the potential material basis and molecular mechanism of Nutmeg-5 in improving cardiac remodeling after myocardial infarction (MI). MATERIALS AND METHODS The constituents of Nutmeg-5 absorbed into the blood were identified by high-performance liquid chromatography-mass spectrometry (HPLC-MS/MS). A mouse MI model was induced in male Kunming mice by permanent ligation of the left anterior descending coronary artery (LDA) ligation. Echocardiography was performed to assess cardiac function. The protective effect of Nutmeg-5 and compound Danshen dripping pills as positive control medicine on post-MI cardiac remodeling was evaluated by tissue histology and determination of the serum protein levels of biomarkers of myocardial injury. RNA sequencing analysis of mouse left ventricle tissue was performed to explore the molecular mechanism of Nutmeg-5 in cardiac remodeling after MI. RESULTS A total of 27 constituents absorbed into blood were identified in rat plasma following gavage administration of Nutmeg-5 (0.54 g/kg) for 1 h. We found that ventricular remodeling after MI was significantly improved after Nutmeg-5 treatment in mice, which was demonstrated by decreased mortality, better cardiac function, decreased heart weight to body weight and heart weight to tibia length ratios, and attenuated cardiac fibrosis and myocardial injury. RNA sequencing revealed that the protective effect of Nutmeg-5 on cardiac remodeling after MI was associated with improved heart metabolism. Further study found that Nutmeg-5 treatment could preserve the ultrastructure of mitochondria and upregulate gene expression related to mitochondrial function and structure. HIF-1α (hypoxia inducible factor 1, alpha subunit) expression was significantly upregulated in the hearts of MI mice and significantly suppressed in the hearts of Nutmeg-5-treated mice. In addition, Nutmeg-5 treatment significantly activated the peroxisome proliferator-activated receptor alpha signaling pathway, which was inhibited in the hearts of MI mice. CONCLUSIONS Nutmeg-5 attenuates cardiac remodeling after MI by improving heart metabolism and preserving mitochondrial dysfunction by inhibiting HIF-1α expression in the mouse heart after MI.
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Affiliation(s)
- Tianlong Liu
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, PR China
| | - Tingting Yan
- Department of Natural Medicinal Chemistry, College of Pharmacy, Inner Mongolia Medical University, Hohhot, 010110, PR China; Engineering Technology Research Center of Pharmacodynamic Substance and Quality Control of Mongolian Medicine in Inner Mongolia, Inner Mongolia Medical University, Hohhot, 010110, PR China
| | - Xin Jia
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, PR China; Department of Natural Medicinal Chemistry, College of Pharmacy, Inner Mongolia Medical University, Hohhot, 010110, PR China; Engineering Technology Research Center of Pharmacodynamic Substance and Quality Control of Mongolian Medicine in Inner Mongolia, Inner Mongolia Medical University, Hohhot, 010110, PR China
| | - Jing Liu
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, PR China
| | - Ruilian Ma
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, PR China
| | - Yi Wang
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, PR China
| | - Xianjue Wang
- Clinical Medical Research Center of the Affiliated Hospital, Inner Mongolia Medical University, Inner Mongolia Key Laboratory of Medical Cell Biology, Hohhot, 010050, Inner Mongolia, PR China
| | - Yabin Liang
- Clinical Medical Research Center of the Affiliated Hospital, Inner Mongolia Medical University, Inner Mongolia Key Laboratory of Medical Cell Biology, Hohhot, 010050, Inner Mongolia, PR China
| | - Yunfeng Xiao
- Engineering Technology Research Center of Pharmacodynamic Substance and Quality Control of Mongolian Medicine in Inner Mongolia, Inner Mongolia Medical University, Hohhot, 010110, PR China; Center for New Drug Safety Evaluation and Research, Inner Mongolia Medical University, Hohhot, China
| | - Yu Dong
- Department of Natural Medicinal Chemistry, College of Pharmacy, Inner Mongolia Medical University, Hohhot, 010110, PR China; Engineering Technology Research Center of Pharmacodynamic Substance and Quality Control of Mongolian Medicine in Inner Mongolia, Inner Mongolia Medical University, Hohhot, 010110, PR China.
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Zhang D, Zhu H, Zhan E, Wang F, Liu Y, Xu W, Liu X, Liu J, Li S, Pan Y, Wang Y, Cao W. Vaspin Mediates the Intraorgan Crosstalk Between Heart and Adipose Tissue in Lipoatrophic Mice. Front Cell Dev Biol 2021; 9:647131. [PMID: 34631690 PMCID: PMC8497826 DOI: 10.3389/fcell.2021.647131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 09/01/2021] [Indexed: 11/13/2022] Open
Abstract
Lipoatrophy is characterized as selective loss of adipose tissues, leading to the severity of cardiovascular disorders. Therefore, there was close intraorgan crosstalk between adipose tissue and cardiovascular in lipoatrophy. A-ZIP/F-1 mouse, a well-established lipoatrophic model, and primary cardiomyocytes were used for investigating the pathophysiological changes and molecular mechanisms. A-ZIP/F-1 mice had severe fat loss and impaired ventricular function during growth, but closely associated with the reduction of circulating vaspin levels. Administration of recombinant vaspin protein improved cardiac structural disorders, left ventricular dysfunction, and inflammatory response in lipoatrophic mice. In detail, vaspin decreased cardiac lipid deposits, but enhanced mitochondrial biogenesis and activities. Interestingly, A-ZIP/F-1 mice transplanted with normal visceral adipose tissues exhibited improvement in cardiac structural remodeling and mitochondrial function. Mechanistically, vaspin increased cardiac AKT activity, which guaranteed the mitochondrial benefits of vaspin in lipoatrophic mice and primary mouse cardiomyocytes. The present study suggested that vaspin possessed biological benefits in attenuating lipoatrophy-induced cardiomyopathy onset, and targeting vaspin/AKT signaling was a potential strategy to maintain heart metabolism.
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Affiliation(s)
- Donghui Zhang
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Hong Zhu
- Department of Geriatrics, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Enbo Zhan
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Fan Wang
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Yue Liu
- Department of Cardiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wei Xu
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Xian Liu
- Department of Cardiology, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jingjin Liu
- Department of Cardiology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - Shufeng Li
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Yong Pan
- Department of Pathophysiology, Shenzhen University, Shenzhen, China.,Guangdong Provincial Key Laboratory of Genome Stability and Disease Prevention, Shenzhen, Guang Dong, China
| | - Yongshun Wang
- Department of Cardiology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - Wei Cao
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
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9
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Lei T, Wang J, Liu Y, Chen P, Zhang Z, Zhang X, Guo W, Wang X, Li Q, Du H. Proteomic profile of human stem cells from dental pulp and periodontal ligament. J Proteomics 2021; 245:104280. [PMID: 34089896 DOI: 10.1016/j.jprot.2021.104280] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 04/18/2021] [Accepted: 05/25/2021] [Indexed: 12/11/2022]
Abstract
Background The study of molecular profiling of dental pulp stem cells (DPSCs) and periodontal ligament stem cells (PDLSCs) contributes to understanding the high proliferation ability and multi-lineage differentiation potential. Objectives The aim of the study was to compare the protein abundance and specific markers of DPSCs and PDLSCs by protein profiles. Material and methods The DPSCs and PDLSCs extracted from the same tooth were lysed with 3 biological replicates and the protein was collected. Two-dimensional electrophoresis technology and TMT proteomics were used to separate and identify proteins. The data are available via ProteomeXchange with identifier PXD021997. The RT-qPCR detection of mRNA expression revealed a special marker for distinguishing two kinds of dental stem cells. Results Compared with PDLSCs, 962 differential proteins (DAPs) were up-regulated, and 127 were down-regulated in DPSCs. In the up-regulated DAPs, two high-scoring sub-networks were detected for neural-related molecules, which encode cell vesicle transport and mitochondrial energy transfer to regulate cell proliferation and secretion factors. A large number of cell adhesion molecules were distinguished among the highly expressed molecules of PDLSCs, supporting that stem cells provide cell attachment functions. It was interpreted ENPL, HS90A and HS90B were highly expressed in DPSCs, while CKB was highly abundant in PDLSCs. Another cell group confirmed that these molecules can be used as special biomarkers to identify and distinguish between DPSCs and PDLSCs. Conclusions This study can promote the basic research and clinical application of dental stem cells. Significance The high-throughput protein profiles were tested by combining two-dimensional gel proteomics and TMT-based proteomics. The proteomics of DPSCs and PDLSCs without individual difference demonstrated an accurate and comprehensive molecular expression profiles and interpretation of neural application potential, this study promotes the basic research of dental stem cells and clinical application.
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Affiliation(s)
- Tong Lei
- Daxing Research Institute, University of Science and Technology Beijing, Beijing 100083, China; 112 Lab, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Jian Wang
- 112 Lab, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Yanyan Liu
- 112 Lab, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Peng Chen
- Beijing Key Laboratory of Traditional Chinese Medicine Basic Research on Prevention and Treatment for Major Diseases, Experimental Research Center, China Academy of Chinese Medical Sciences, Dongcheng District, Beijing 100700, China
| | - Zhihui Zhang
- Stomatology Department, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Xiaoshuang Zhang
- Daxing Research Institute, University of Science and Technology Beijing, Beijing 100083, China; 112 Lab, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Wenhuan Guo
- Daxing Research Institute, University of Science and Technology Beijing, Beijing 100083, China; 112 Lab, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Xiao Wang
- Stomatology Department, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China.
| | - Quanhai Li
- Cell Therapy Laboratory, The First Hospital of Hebei Medical University, Shijiazhuang, Hebei 050031, China; Department of Immunology, Basic Medical College, Hebei Medical University, Shijiazhuang, Hebei 050017, China.
| | - Hongwu Du
- Daxing Research Institute, University of Science and Technology Beijing, Beijing 100083, China; 112 Lab, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China.
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10
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Liu H, Perumal N, Manicam C, Mercieca K, Prokosch V. Proteomics Reveals the Potential Protective Mechanism of Hydrogen Sulfide on Retinal Ganglion Cells in an Ischemia/Reperfusion Injury Animal Model. Pharmaceuticals (Basel) 2020; 13:ph13090213. [PMID: 32867129 PMCID: PMC7557839 DOI: 10.3390/ph13090213] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 08/24/2020] [Accepted: 08/25/2020] [Indexed: 12/13/2022] Open
Abstract
Glaucoma is the leading cause of irreversible blindness and is characterized by progressive retinal ganglion cell (RGC) degeneration. Hydrogen sulfide (H2S) is a potent neurotransmitter and has been proven to protect RGCs against glaucomatous injury in vitro and in vivo. This study is to provide an overall insight of H2S’s role in glaucoma pathophysiology. Ischemia-reperfusion injury (I/R) was induced in Sprague-Dawley rats (n = 12) by elevating intraocular pressure to 55 mmHg for 60 min. Six of the animals received intravitreal injection of H2S precursor prior to the procedure and the retina was harvested 24 h later. Contralateral eyes were assigned as control. RGCs were quantified and compared within the groups. Retinal proteins were analyzed via label-free mass spectrometry based quantitative proteomics approach. The pathways of the differentially expressed proteins were identified by ingenuity pathway analysis (IPA). H2S significantly improved RGC survival against I/R in vivo (p < 0.001). In total 1115 proteins were identified, 18 key proteins were significantly differentially expressed due to I/R and restored by H2S. Another 11 proteins were differentially expressed following H2S. IPA revealed a significant H2S-mediated activation of pathways related to mitochondrial function, iron homeostasis and vasodilation. This study provides first evidence of the complex role that H2S plays in protecting RGC against I/R.
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Affiliation(s)
- Hanhan Liu
- Experimental and Translational Ophthalmology, University Medical Centre of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (H.L.); (N.P.); (C.M.)
| | - Natarajan Perumal
- Experimental and Translational Ophthalmology, University Medical Centre of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (H.L.); (N.P.); (C.M.)
| | - Caroline Manicam
- Experimental and Translational Ophthalmology, University Medical Centre of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (H.L.); (N.P.); (C.M.)
| | - Karl Mercieca
- Royal Eye Hospital, School of Medicine, University of Manchester, Manchester M13 9WH, UK;
| | - Verena Prokosch
- Department of Ophthalmology, University Medical Centre of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
- Correspondence: ; Tel.: +49-1703862250
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11
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Ortiz M, Soto-Alarcón SA, Orellana P, Espinosa A, Campos C, López-Arana S, Rincón MA, Illesca P, Valenzuela R, Videla LA. Suppression of high-fat diet-induced obesity-associated liver mitochondrial dysfunction by docosahexaenoic acid and hydroxytyrosol co-administration. Dig Liver Dis 2020; 52:895-904. [PMID: 32620521 DOI: 10.1016/j.dld.2020.04.019] [Citation(s) in RCA: 84] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 04/15/2020] [Accepted: 04/16/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Obesity-induced by high-fat diet (HFD) is associated with liver steatosis, oxidative stress and mitochondrial dysfunction, which can be eluded by the co-administration of the lipid metabolism modulator docosahexaenoic acid (DHA) and the antioxidant hydroxytyrosol (HT). METHODS C57BL/6J mice fed a HFD were orally administered either with vehicle, DHA, HT or DHA+HT for 12 weeks. We measured parameters related to insulin resistance, serum lipid levels, liver fatty acid (FA) content and steatosis score, concomitantly with those associated with mitochondrial energy functions modulated by the transcriptional coactivator PGC-1a. RESULTS HFD induced insulin resistance, liver steatosis with n-3 FA depletion, and loss of mitochondrial respiratory functions with diminished NAD+/NADH ratio and ATP levels compared with CD, with the parallel decrease in the expression of the components of the PGC-1α cascade, namely, PPAR-α, FGF21 and AMPK, effects that were not observed in mice subjected to DHA and HT co-administration. CONCLUSIONS Data presented indicate that the combination of DHA and HT prevents the development of liver steatosis and the associated mitochondrial dysfunction induced by HFD, thus strengthening the significance of this protocol as a therapeutic strategy avoiding disease evolution into more irreversible forms characterised by the absence of adequate pharmacological therapy in human obesity.
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Affiliation(s)
- Macarena Ortiz
- Nutrition and Dietetics School, Faculty of Health Sciences, Catholic University of Maule, Curico, Chile
| | - Sandra A Soto-Alarcón
- Nutrition Department, Faculty of Medicine, University of Chile, Independencia 1027, Casilla 70000, Santiago, Chile
| | - Paula Orellana
- Nutrition Department, Faculty of Medicine, University of Chile, Independencia 1027, Casilla 70000, Santiago, Chile
| | - Alejandra Espinosa
- Department of Medical Technology, Faculty of Medicine, University of Chile, Santiago, Chile
| | - Cristian Campos
- Department of Medical Technology, Faculty of Medicine, University of Chile, Santiago, Chile
| | - Sandra López-Arana
- Nutrition Department, Faculty of Medicine, University of Chile, Independencia 1027, Casilla 70000, Santiago, Chile
| | - Miguel A Rincón
- Institute of Nutrition and Food Technology, University of Chile, Santiago, Chile
| | - Paola Illesca
- Biochemistry Department, Faculty of Biochemistry, University of Litoral, Santa Fe, Argentina
| | - Rodrigo Valenzuela
- Nutrition Department, Faculty of Medicine, University of Chile, Independencia 1027, Casilla 70000, Santiago, Chile.
| | - Luis A Videla
- Molecular and Clinical Pharmacology Program, Institute of Biomedical Science, Faculty of Medicine, University of Chile, Santiago, Chile
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12
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Lee J, Park JS, Roh YS. Molecular insights into the role of mitochondria in non-alcoholic fatty liver disease. Arch Pharm Res 2019; 42:935-946. [DOI: 10.1007/s12272-019-01178-1] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Accepted: 08/09/2019] [Indexed: 02/06/2023]
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13
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Echeverría F, Valenzuela R, Bustamante A, Álvarez D, Ortiz M, Espinosa A, Illesca P, Gonzalez-Mañan D, Videla LA. High-fat diet induces mouse liver steatosis with a concomitant decline in energy metabolism: attenuation by eicosapentaenoic acid (EPA) or hydroxytyrosol (HT) supplementation and the additive effects upon EPA and HT co-administration. Food Funct 2019; 10:6170-6183. [PMID: 31501836 DOI: 10.1039/c9fo01373c] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
High-fat-diet (HFD) feeding is associated with liver oxidative stress (OS), n-3 long-chain polyunsaturated fatty acid (n-3 LCPUFA) depletion, hepatic steatosis and mitochondrial dysfunction. Our hypothesis is that the HFD-induced liver injury can be attenuated by the combined supplementation of n-3 LCPUFA eicosapentaenoic acid (EPA) and the antioxidant hydroxytyrosol (HT). The C57BL/6J mice were administered an HFD (60% fat, 20% protein, 20% carbohydrates) or control diet (CD; 10% fat, 20% protein, 70% carbohydrates), with or without EPA (50 mg kg-1 day-1), HT (5 mg kg-1 day-1), or EPA + HT (50 and 5 mg kg-1 day-1, respectively) for 12 weeks. We measured the body and liver weights and dietary and energy intakes along with liver histology, FA composition, steatosis score and associated transcription factors, mitochondrial functions and metabolic factors related to energy sensing through the AMP-activated protein kinase (AMPK) and PPAR-γ coactivator-1α (PGC-1α) cascade. It was found that the HFD significantly induced liver steatosis, with a 66% depletion of n-3 LCPUFAs and a 100% increase in n-6/n-3 LCPUFA ratio as compared to the case of CD (p < 0.05). These changes were concomitant with (i) a 95% higher lipogenic and 70% lower FA oxidation signaling, (ii) a 40% diminution in mitochondrial respiratory capacity and (iii) a 56% lower ATP content. HFD-induced liver steatosis was also associated with (iv) a depressed mRNA expression of AMPK-PGC-1α signaling components, nuclear respiratory factor-2 (NRF-2) and β-ATP synthase. These HFD effects were significantly attenuated by the combined EPA + HT supplementation in an additive manner. These results suggested that EPA and HT co-administration partly prevented HFD-induced liver steatosis, thus strengthening the importance of combined interventions in hepatoprotection in non-alcoholic fatty liver disease.
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Affiliation(s)
- Francisca Echeverría
- Nutrition Department, Faculty of Medicine, University of Chile, Santiago, Chile.
| | - Rodrigo Valenzuela
- Nutrition Department, Faculty of Medicine, University of Chile, Santiago, Chile.
| | - Andrés Bustamante
- Nutrition Department, Faculty of Medicine, University of Chile, Santiago, Chile.
| | - Daniela Álvarez
- Nutrition Department, Faculty of Medicine, University of Chile, Santiago, Chile.
| | - Macarena Ortiz
- Nutrition and Dietetics School, Faculty of Health Sciences, Catholic University of Maule, Curicó, Chile
| | - Alejandra Espinosa
- Department of Medical Technology, Faculty of Medicine, University of Chile, Santiago, Chile
| | - Paola Illesca
- Biochemistry Department, Faculty of Biochemistry, University of Litoral, Santa Fe, Argentina
| | | | - Luis A Videla
- Molecular and Clinical Pharmacology Program, Institute of Biomedical Science, Faculty of Medicine, University of Chile, Santiago, Chile
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14
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Abstract
PURPOSE OF REVIEW The purpose of the review is to discuss recent advances in microRNA (miRNA) regulation of lipid metabolism and highlight the importance of miRNA-mediated gene regulation in dyslipidemia and fatty liver disease. This article reviews examples of miRNAs that bridge disparate metabolic pathways in the liver. For example, we highlight miRNAs that are regulated by the sterol-sensing pathway in the liver that in turn regulate cellular or systemic cholesterol, fatty acid, and glucose levels. RECENT FINDINGS The most widely studied of these miRNAs are miR-33a/b; however, we recently reported that miRNAs in the miR-183/96/182 cluster are also likely regulated by hepatic cholesterol content and mediate the observed glucose-lowering effects of the bile acid sequestrant colesevelam through the sterol-sensing pathway. In addition, several other hepatic and adipose miRNAs have been recently demonstrated to be key regulators of cellular lipid synthesis, storage, and catabolism, as well as systemic lipid metabolism. Moreover, many of these miRNAs are altered in fatty liver disease and dyslipidemia. SUMMARY miRNAs are not just fine-tuners of lipid metabolism, but critical regulatory factors in lipid homeostasis and health. Loss of these miRNA regulatory modules very likely contributes to the underlying metabolic defects observed in lipid disorders.
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Affiliation(s)
- Leslie R. Sedgeman
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN. USA
| | - Danielle L. Michell
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN. USA
| | - Kasey C. Vickers
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN. USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN. USA
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15
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Nie H, Yu X, He H, Zhou L, Li Q, Song C, Wang D, Ren T, Chen Z, Huang H, Dai X, Zhou Y. Hepatocyte miR-33a mediates mitochondrial dysfunction and hepatosteatosis by suppressing NDUFA5. J Cell Mol Med 2018; 22:6285-6293. [PMID: 30324697 PMCID: PMC6237601 DOI: 10.1111/jcmm.13918] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 07/16/2018] [Accepted: 08/26/2018] [Indexed: 12/11/2022] Open
Abstract
Emerging evidence suggests that microRNAs (miRNAs) are essential for metabolic haemostasis of liver tissues. Among them, miR‐33a is supposed to modulate the cholesterol export and fatty acid oxidation, but whether miR‐33a involves in the process of fatty liver disease is unclear. To disclose the hypothesis, we utilized miR‐33a mimic and antisense to explore their effects in primary hepatocytes or high‐fat diet (HFD)‐fed mice. Treatment with palmitic acid (PA) or HFD significantly increased the expression of miR‐33a in hepatocytes or liver tissues. In primary hepatocytes, miR‐33a mimic decreased mitochondrial function, including reduction of ATP production and oxygen consumption, whereas miR‐33a inhibition protected PA‐induced mitochondrial dysfunction. Interestingly, miR‐33a selectively suppressed mitochondrial complex I activity and protein expression, but not other complexes. Through bioinformatics prediction, we found miR‐33a directly targeted on the 3′‐UTR of NDUFA5. Dual‐luciferase reporter analysis further confirmed the direct suppression of miR‐33a on NDUFA5 expression. More importantly, administration of miR‐33a antisense could effectively restore HFD‐induced mitochondrial dysfunction through up‐regulation of NDUFA5 levels. Mice treated with miR‐33a antisense also exhibited improved liver function and structural disorders under obese status. Taken together, miR‐33a was an important mediator of hepatocyte mitochondrial function, and the therapeutic benefits implied miR‐33a antisense had the potential clinical application in combating the fatty liver disease.
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Affiliation(s)
- Hezhongrong Nie
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Xiaohong Yu
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Haihong He
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Lintao Zhou
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Qing Li
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Chunli Song
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Damin Wang
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Tingyu Ren
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Zeyan Chen
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Hanlian Huang
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Xiaoyan Dai
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Yiwen Zhou
- Center of Clinical Laboratory, Shenzhen Hospital, Southern Medical University, Shenzhen, China
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