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Haberman N, Cheung R, Pizza G, Cvetesic N, Nagy D, Maude H, Blazquez L, Lenhard B, Cebola I, Rutter GA, Martinez-Sanchez A. Liver kinase B1 (LKB1) regulates the epigenetic landscape of mouse pancreatic beta cells. FASEB J 2024; 38:e23885. [PMID: 39139039 PMCID: PMC11378476 DOI: 10.1096/fj.202401078r] [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: 05/13/2024] [Revised: 07/26/2024] [Accepted: 08/02/2024] [Indexed: 08/15/2024]
Abstract
Liver kinase B1 (LKB1/STK11) is an important regulator of pancreatic β-cell identity and function. Elimination of Lkb1 from the β-cell results in improved glucose-stimulated insulin secretion and is accompanied by profound changes in gene expression, including the upregulation of several neuronal genes. The mechanisms through which LKB1 controls gene expression are, at present, poorly understood. Here, we explore the impact of β cell-selective deletion of Lkb1 on chromatin accessibility in mouse pancreatic islets. To characterize the role of LKB1 in the regulation of gene expression at the transcriptional level, we combine these data with a map of islet active transcription start sites and histone marks. We demonstrate that LKB1 elimination from β-cells results in widespread changes in chromatin accessibility, correlating with changes in transcript levels. Changes occurred in hundreds of promoter and enhancer regions, many of which were close to neuronal genes. We reveal that dysregulated enhancers are enriched in binding motifs for transcription factors (TFs) important for β-cell identity, such as FOXA, MAFA or RFX6, and we identify microRNAs (miRNAs) that are regulated by LKB1 at the transcriptional level. Overall, our study provides important new insights into the epigenetic mechanisms by which LKB1 regulates β-cell identity and function.
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Affiliation(s)
- Nejc Haberman
- MRC London Institute of Medical Sciences, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
- Division of Neuroscience, Department of Brain Sciences, Imperial College London, London, UK
| | - Rebecca Cheung
- Section of Cell Biology and Functional Genomics, Faculty of Medicine, Imperial College London, London, UK
| | - Grazia Pizza
- Section of Cell Biology and Functional Genomics, Faculty of Medicine, Imperial College London, London, UK
| | - Nevena Cvetesic
- MRC London Institute of Medical Sciences, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Dorka Nagy
- Section of Genetics and Genomics, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Hannah Maude
- Section of Genetics and Genomics, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Lorea Blazquez
- Department of Neurosciences, Biogipuzkoa Health Research Institute, San Sebastián, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
- CIBERNED, ISCIII (CIBER, Carlos III Institute, Spanish Ministry of Sciences and Innovation), Madrid, Spain
| | - Boris Lenhard
- MRC London Institute of Medical Sciences, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Inês Cebola
- Section of Genetics and Genomics, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Guy A Rutter
- Section of Cell Biology and Functional Genomics, Faculty of Medicine, Imperial College London, London, UK
- Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Faculté de Médecine, Université de Montréal, Montréal, Quebec, Canada
- Lee Kong Chian Medical School, Nanyang Technological University, Singapore, Singapore
| | - Aida Martinez-Sanchez
- Section of Cell Biology and Functional Genomics, Faculty of Medicine, Imperial College London, London, UK
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Haberman N, Cheung R, Pizza G, Cvetesic N, Nagy D, Maude H, Blazquez L, Lenhard B, Cebola I, Rutter GA, Martinez-Sanchez A. Liver kinase B1 (LKB1) regulates the epigenetic landscape of mouse pancreatic beta cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.13.593867. [PMID: 38798508 PMCID: PMC11118353 DOI: 10.1101/2024.05.13.593867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Liver kinase B1 (LKB1/STK11) is an important regulator of pancreatic β-cell identity and function. Elimination of Lkb1 from the β-cell results in improved glucose-stimulated insulin secretion and is accompanied by profound changes in gene expression, including the upregulation of several neuronal genes. The mechanisms through which LKB1 controls gene expression are, at present, poorly understood. Here, we explore the impact of β cell- selective deletion of Lkb1 on chromatin accessibility in mouse pancreatic islets. To characterize the role of LKB1 in the regulation of gene expression at the transcriptional level, we combine these data with a map of islet active transcription start sites and histone marks. We demonstrate that LKB1 elimination from β-cells results in widespread changes in chromatin accessibility, correlating with changes in transcript levels. Changes occurred in hundreds of promoter and enhancer regions, many of which were close to neuronal genes. We reveal that dysregulated enhancers are enriched in binding motifs for transcription factors important for β-cell identity, such as FOXA, MAFA or RFX6 and we identify microRNAs (miRNAs) that are regulated by LKB1 at the transcriptional level. Overall, our study provides important new insights into the epigenetic mechanisms by which LKB1 regulates β-cell identity and function.
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Ju Z, Cui F, Mao Z, Li Z, Yi X, Zhou J, Cao J, Li X, Qian Z. miR-335-3p improves type II diabetes mellitus by IGF-1 regulating macrophage polarization. Open Med (Wars) 2024; 19:20240912. [PMID: 38463527 PMCID: PMC10921448 DOI: 10.1515/med-2024-0912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 12/21/2023] [Accepted: 01/22/2024] [Indexed: 03/12/2024] Open
Abstract
Previous studies have found that miR-335 is highly expressed in type II diabetes mellitus (T2DM) models and is related to insulin secretion, but there are few studies on the regulatory effects of miR-335-3p on insulin resistance and macrophage polarization in T2DM patients. This study aims to explore the effects of miR-335-3p on insulin resistance and macrophage polarization in T2DM patients. Blood glucose (insulin tolerance tests, glucose tolerance tests) and body weight of the T2DM model were measured; macrophages from adipose tissue were isolated and cultured, and the number of macrophages was detected by F4/80 immunofluorescence assay; the Real-time quantitative polymerase chain reaction (qPCR) assay and Western blot assay were used to detect the miR-335-3p expression levels, insulin-like growth factor 1 (IGF-1), M1-polarizing genes (inducible nitric oxide synthase [iNOS] and TNF-α) as well as M2-polarizing genes (IL-10 and ARG-1). The targeting link between miR-335-3p and IGF-1 was confirmed using bioinformatics and dual luciferase assay. The results showed that miR-335-3p expression level in adipose tissue of the T2DM model was significantly decreased, and the mice's body weight and blood glucose levels dropped considerably, miR-335-3p inhibited the number of macrophages, inhibiting the iNOS and TNF-α relative mRNA expression levels, and up-regulated the IL-10 and ARG-1 relative mRNA expression levels, miR-335-3p negatively regulated target gene IGF-1, IGF-1 significantly increased the iNOS and TNF-α mRNA and protein expression levels, decreasing the IL-10 and ARG-1 mRNA and protein expression levels, indicating that miR-335-3p could affect the T2DM process by regulating macrophage polarization via IGF-1.
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Affiliation(s)
- Zhengzheng Ju
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Fan Cui
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Zheng Mao
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Zhen Li
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Xiayu Yi
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Jingjing Zhou
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Jinjin Cao
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Xiaoqin Li
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
| | - Zengkun Qian
- Department of Clinical Laboratory, Wuhu Hospital Affiliated to Anhui University of Science and Technology (The First People’s Hospital of Wuhu), Wuhu, Anhui, China
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Zheng L, Wang Y, Li Y, Li L, Wang X, Li Y. miR-765 targeting PDX1 impairs pancreatic β-cell function to induce type 2 diabetes. Arch Physiol Biochem 2023; 129:1279-1288. [PMID: 34357821 DOI: 10.1080/13813455.2021.1946561] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/17/2021] [Indexed: 01/02/2023]
Abstract
Type 2 diabetes (T2DM) is a chronic metabolism disorder with a symptom as pancreatic β-cell dysfunction. In this study, the bioinformatics analysis identified the key regulators (PDX1 and miR-765) in T2DM. By qRT-PCR and western blotting, miR-765 with high expression and PDX1 with low expression were observed in blood samples from T2DM patients and the T2DM cell model. Together with GSIS assay, CCK-8, TUNEL assay, glycolysis assay, and mitochondrial respiration assay, miR-765 overexpression impaired insulin secretion cell viability, glycolysis, and mitochondrial respiration, while enhanced cell apoptosis in pancreatic β-cell. The Luciferase reporter, RIP, and RNA pull-down assays showed that PDX1 was the target gene of miR-765 in pancreatic β-cell. Besides, the negative effect of miR-765 on pancreatic β-cell could be overturned by PDX1 overexpression. In conclusion, we confirmed that miR-765 could cause a detrimental effect on pancreatic β-cell survival and function by targeting PDX1, which might provide new insight for T2DM therapy.
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Affiliation(s)
- Li Zheng
- Department of Endocrinology, Wuhan Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Yalan Wang
- Department of Endocrinology, Wuhan Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Yanhong Li
- Department of Endocrinology, Wuhan Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Li Li
- Department of Endocrinology, Wuhan Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Xiaohong Wang
- Department of Endocrinology, Wuhan Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Yan Li
- Department of Endocrinology, Wuhan Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
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Ghaneh T, Zeinali F, Babini H, Astaraki S, Hassan-Zadeh V. An increase in the expression of circulating miR30d-5p and miR126-3p is associated with intermediate hyperglycaemia in Iranian population. Arch Physiol Biochem 2023; 129:489-496. [PMID: 33113334 DOI: 10.1080/13813455.2020.1839105] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Type 2 diabetes is the most prevalent metabolic disease worldwide. The disease is characterised by high blood glucose levels and recently it has been shown that changes in the plasma levels of several miRNAs (miRNA) are associated with the disease. Interestingly, alterations in circulating miRNAs occur years before the onset of the disease and demonstrate predictive power. In this study, we carried out RT-qPCR to examine the plasma levels of two type 2 diabetes specific miRNAs, miR-30d-5p and miR-126-3p in an Iranian population of non-diabetic control individuals, subjects with intermediate hyperglycaemia and type 2 diabetic individuals with hyperglycaemia. We found that the plasma levels of miR-30d and miR-126 increase by 3.1 and 11.16 times, respectively, in individuals with intermediate hyperglycaemia compared to non-diabetic controls. However, no significant changes in the expression of these two miRNAs have been observed between type 2 diabetic individuals and non-diabetic subjects. Our results confirm that alterations in the plasma levels of miR-30d-5p and miR-126-3p could be used as diagnostic markers of type 2 diabetes in the Iranian population as well.
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Affiliation(s)
- Taravat Ghaneh
- Department of Cell and Molecular Biology, Faculty of Biology, College of Science, University of Tehran, Tehran, Iran
| | - Fatemeh Zeinali
- Department of Cell and Molecular Biology, Faculty of Biology, College of Science, University of Tehran, Tehran, Iran
| | - Hosna Babini
- Department of Cell and Molecular Biology, Faculty of Biology, College of Science, University of Tehran, Tehran, Iran
| | | | - Vahideh Hassan-Zadeh
- Department of Cell and Molecular Biology, Faculty of Biology, College of Science, University of Tehran, Tehran, Iran
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Yamaguchi A, Maeshige N, Yan J, Ma X, Uemura M, Matsuda M, Nishimura Y, Hasunuma T, Kondo H, Fujino H, Yuan ZM. Skeletal myotube-derived extracellular vesicles enhance itaconate production and attenuate inflammatory responses of macrophages. Front Immunol 2023; 14:1099799. [PMID: 36936950 PMCID: PMC10018131 DOI: 10.3389/fimmu.2023.1099799] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 02/09/2023] [Indexed: 03/06/2023] Open
Abstract
Introduction Macrophages play an important role in the innate immunity. While macrophage inflammation is necessary for biological defense, it must be appropriately controlled. Extracellular vesicles (EVs) are small vesicles released from all types of cells and play a central role in intercellular communication. Skeletal muscle has been suggested to release anti-inflammatory factors, but the effect of myotube-derived EVs on macrophages is unknown. As an anti-inflammatory mechanism of macrophages, the immune responsive gene 1 (IRG1)-itaconate pathway is essential. In this study, we show that skeletal muscle-derived EVs suppress macrophage inflammatory responses, upregulating the IRG1-itaconate pathway. Methods C2C12 myoblasts were differentiated into myotubes and EVs were extracted by ultracentrifugation. Skeletal myotube-derived EVs were administered to mouse bone marrow-derived macrophages, then lipopolysaccharide (LPS) stimulation was performed and inflammatory cytokine expression was measured by RT-qPCR. Metabolite abundance in macrophages after addition of EVs was measured by CE/MS, and IRG1 expression was measured by RT-PCR. Furthermore, RNA-seq analysis was performed on macrophages after EV treatment. Results EVs attenuated the expression of LPS-induced pro-inflammatory factors in macrophages. Itaconate abundance and IRG1 expression were significantly increased in the EV-treated group. RNA-seq analysis revealed activation of the PI3K-Akt and JAK-STAT pathways in macrophages after EV treatment. The most abundant miRNA in myotube EVs was miR-206-3p, followed by miR-378a-3p, miR-30d-5p, and miR-21a-5p. Discussion Skeletal myotube EVs are supposed to increase the production of itaconate via upregulation of IRG1 expression and exhibited an anti-inflammatory effect in macrophages. This anti-inflammatory effect was suggested to involve the PI3K-Akt and JAK-STAT pathways. The miRNA profiles within EVs implied that miR-206-3p, miR-378a-3p, miR-30d-5p, and miR-21a-5p may be responsible for the anti-inflammatory effects of the EVs. In summary, in this study we showed that myotube-derived EVs prevent macrophage inflammatory responses by activating the IRG1-itaconate pathway.
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Affiliation(s)
- Atomu Yamaguchi
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Noriaki Maeshige
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, Kobe, Japan
- *Correspondence: Noriaki Maeshige, ; Hidemi Fujino,
| | - Jiawei Yan
- School of Life Sciences and Technology, ShanghaiTech University, Shanghai, China
| | - Xiaoqi Ma
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Mikiko Uemura
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Mami Matsuda
- Graduate School of Science, Technology and Innovation, Kobe University, Kobe, Japan
| | - Yuya Nishimura
- Graduate School of Science, Technology and Innovation, Kobe University, Kobe, Japan
| | - Tomohisa Hasunuma
- Graduate School of Science, Technology and Innovation, Kobe University, Kobe, Japan
- Engineering Biology Research Center, Kobe University, Kobe, Japan
| | - Hiroyo Kondo
- Department of Food Science and Nutrition, Nagoya Women’s University, Nagoya, Japan
| | - Hidemi Fujino
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, Kobe, Japan
- *Correspondence: Noriaki Maeshige, ; Hidemi Fujino,
| | - Zhi-Min Yuan
- Department of Environmental Health, Harvard University T.H Chan School of Public Health, Boston, MA, United States
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Palihaderu PADS, Mendis BILM, Premarathne JMKJK, Dias WKRR, Yeap SK, Ho WY, Dissanayake AS, Rajapakse IH, Karunanayake P, Senarath U, Satharasinghe DA. Therapeutic Potential of miRNAs for Type 2 Diabetes Mellitus: An Overview. Epigenet Insights 2022; 15:25168657221130041. [PMID: 36262691 PMCID: PMC9575458 DOI: 10.1177/25168657221130041] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 09/14/2022] [Indexed: 11/05/2022] Open
Abstract
MicroRNA(miRNA)s have been identified as an emerging class for therapeutic
interventions mainly due to their extracellularly stable presence in humans and
animals and their potential for horizontal transmission and action. However,
treating Type 2 diabetes mellitus using this technology has yet been in a
nascent state. MiRNAs play a significant role in the pathogenesis of Type 2
diabetes mellitus establishing the potential for utilizing miRNA-based
therapeutic interventions to treat the disease. Recently, the administration of
miRNA mimics or antimiRs in-vivo has resulted in positive modulation of glucose
and lipid metabolism. Further, several cell culture-based interventions have
suggested beta cell regeneration potential in miRNAs. Nevertheless, few such
miRNA-based therapeutic approaches have reached the clinical phase. Therefore,
future research contributions would identify the possibility of miRNA
therapeutics for tackling T2DM. This article briefly reported recent
developments on miRNA-based therapeutics for treating Type 2 Diabetes mellitus,
associated implications, gaps, and recommendations for future studies.
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Affiliation(s)
- PADS Palihaderu
- Department of Basic Veterinary
Sciences, Faculty of Veterinary Medicine and Animal Science, University of
Peradeniya, Peradeniya, Sri Lanka
| | - BILM Mendis
- Department of Basic Veterinary
Sciences, Faculty of Veterinary Medicine and Animal Science, University of
Peradeniya, Peradeniya, Sri Lanka
| | - JMKJK Premarathne
- Department of Livestock and Avian
Sciences, Faculty of Livestock, Fisheries, and Nutrition, Wayamba University of Sri
Lanka, Makandura, Gonawila (NWP), Sri Lanka
| | - WKRR Dias
- Department of North Indian Music,
Faculty of Music, University of the Visual and Performing Arts, Colombo, Sri
Lanka
| | - Swee Keong Yeap
- China-ASEAN College of Marine Sciences,
Xiamen University Malaysia Campus, Jalan Sunsuria, Bandar Sunsuria, Sepang,
Selangor, Malaysia
| | - Wan Yong Ho
- Division of Biomedical Sciences,
Faculty of Medicine and Health Sciences, University of Nottingham (Malaysia Campus),
Semenyih, Malaysia
| | - AS Dissanayake
- Department of Clinical Medicine,
Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka
| | - IH Rajapakse
- Department of Psychiatry, Faculty of
Medicine, University of Ruhuna, Galle, Sri Lanka
| | - P Karunanayake
- Department of Clinical Medicine,
Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| | - U Senarath
- Department of Community Medicine,
Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| | - DA Satharasinghe
- Department of Basic Veterinary
Sciences, Faculty of Veterinary Medicine and Animal Science, University of
Peradeniya, Peradeniya, Sri Lanka,DA Satharasinghe, Department of Basic
Veterinary Sciences, Faculty of Veterinary Medicine and Animal Science,
University of Peradeniya, Peradeniya, 20400, Sri Lanka.
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Mao Y, Schoenborn J, Wang Z, Chen X, Matson K, Mohan R, Zhang S, Tang X, Arunagiri A, Arvan P, Tang X. Transgenic overexpression of microRNA-30d in pancreatic beta-cells progressively regulates beta-cell function and identity. Sci Rep 2022; 12:11969. [PMID: 35831364 PMCID: PMC9279310 DOI: 10.1038/s41598-022-16174-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 07/06/2022] [Indexed: 11/15/2022] Open
Abstract
Abnormal microRNA functions are closely associated with pancreatic β-cell loss and dysfunction in type 2 diabetes. Dysregulation of miR-30d has been reported in the individuals with diabetes. To study how miR-30d affects pancreatic β-cell functions, we generated two transgenic mouse lines that specifically overexpressed miR-30d in β-cells at distinct low and high levels. Transgenic overexpressed miR-30d systemically affected β-cell function. Elevated miR-30d at low-level (TgL, 2-fold) had mild effects on signaling pathways and displayed no significant changes to metabolic homeostasis. In contrast, transgenic mice with high-level of miR-30d expression (TgH, 12-fold) exhibited significant diet-induced hyperglycemia and β-cell dysfunction. In addition, loss of β-cell identity was invariably accompanied with increased insulin/glucagon-double positive bihormonal cells and excess plasma glucagon levels. The transcriptomic analysis revealed that miR-30d overexpression inhibited β-cell-enriched gene expression and induced α-cell-enriched gene expression. These findings implicate that an appropriate miR-30d level is essential in maintaining normal β-cell identity and function.
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Affiliation(s)
- Yiping Mao
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Jacob Schoenborn
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Zhihong Wang
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Xinqian Chen
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Katy Matson
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Ramkumar Mohan
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Shungang Zhang
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Xiaohu Tang
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Anoop Arunagiri
- Department of Metabolism Endocrinology and Diabetes, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Peter Arvan
- Department of Metabolism Endocrinology and Diabetes, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Xiaoqing Tang
- Department of Biological Sciences, Michigan Technological University, Houghton, MI, 49931, USA.
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9
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Wang Z, Deng C, Zheng Y. Involvement of circRNAs in Proinflammatory Cytokines-Mediated β-Cell Dysfunction. Mediators Inflamm 2021; 2021:5566453. [PMID: 34054343 PMCID: PMC8112919 DOI: 10.1155/2021/5566453] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/11/2021] [Accepted: 04/22/2021] [Indexed: 01/25/2023] Open
Abstract
AIM During the initial stage of type 1 diabetes, prolonged exposure of pancreatic β-cell to proinflammatory cytokines such as IL-1β, TNF-α, and IFN-γ results in a decreased capacity to produce and release insulin, as well as cell loss by apoptosis. Circular RNAs (circRNAs) are a new class of endogenous noncoding RNAs (ncRNAs) with closed loop with no free ends. circRNAs have been reported to be participated in the development of many diseases. As little is known about their role in insulin-secreting cells, this study is aimed at evaluating their contribution in the process of inflammation-induced β-cell damage. METHODS circRNA expression profile of MIN6 cells stimulated with a mix of cytokines, including IL-1β, IFN-γ, and TNF-α, was detected by circRNA microarrays. Four dysregulated circRNAs were validated by qRT-PCR. The involvement of the selected circRNAs in β-cell dysfunction was tested after their inhibition in MIN6 cells. MicroRNA target prediction software and multiple bioinformatic approaches were used to predict the targeting genes of circRNAs and analyze possible functions of the circRNAs. RESULTS 1020 upregulated and 902 downregulated circRNAs were identified in cytokines-treated β-cells. Inhibition of circRNAs 000286 and 017277 in β-cells could promote β-cell apoptosis and affect insulin biosynthesis and secretion. GO analysis enriched terms such as regulation of transcription and regulation of gene expression and KEGG analysis enriched top pathways included TGF-β and MAPK signaling pathways. CONCLUSIONS The data shows that circRNAs may be involved in proinflammatory cytokines-mediated β-cell dysfunction and suggests the involvement of circRNAs in the development of type 1 diabetes.
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Affiliation(s)
- Zhen Wang
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410011 Hunan, China
- Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, National Clinical Research Center for Metabolic Diseases, Changsha, 410011 Hunan, China
| | - Chao Deng
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410011 Hunan, China
- Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, National Clinical Research Center for Metabolic Diseases, Changsha, 410011 Hunan, China
| | - Ying Zheng
- Center for Medical Research, The Second Xiangya Hospital, Central South University, Changsha, 410011 Hunan, China
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10
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Jin W, Zhao Y, Zhai B, Li Y, Fan S, Yuan P, Sun G, Jiang R, Wang Y, Liu X, Tian Y, Kang X, Li G. Characteristics and expression profiles of circRNAs during abdominal adipose tissue development in Chinese Gushi chickens. PLoS One 2021; 16:e0249288. [PMID: 33857153 PMCID: PMC8049301 DOI: 10.1371/journal.pone.0249288] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 03/15/2021] [Indexed: 12/14/2022] Open
Abstract
Circular RNAs (circRNAs) play important roles in adipogenesis. However, studies on circRNA expression profiles associated with the development of abdominal adipose tissue are lacking in chickens. In this study, 12 cDNA libraries were constructed from the abdominal adipose tissue of Chinese domestic Gushi chickens at 6, 14, 22, and 30 weeks. A total of 1,766 circRNAs were identified by Illumina HiSeq 2500 sequencing. These circRNAs were primarily distributed on chr1 through chr10 and sex chromosomes, and 84.95% of the circRNAs were from gene exons. Bioinformatic analysis showed that each circRNA has 35 miRNA binding sites on average, and 62.71% have internal ribosome entry site (IRES) elements. Meanwhile, these circRNAs were primarily concentrated in TPM < 0.1 and TPM > 60, and their numbers accounted for 18.90% and 80.51%, respectively, exhibiting specific expression patterns in chicken abdominal adipose tissue. In addition, 275 differentially expressed (DE) circRNAs were identified by comparison analysis. Functional enrichment analysis showed that the parental genes of DE circRNAs were primarily involved in biological processes and pathways related to lipid metabolism, such as regulation of fat cell differentiation, fatty acid homeostasis, and triglyceride homeostasis, as well as fatty acid biosynthesis, fatty acid metabolism, and glycerolipid metabolism. Furthermore, ceRNA regulatory networks related to abdominal adipose development were constructed. The results of this study indicated that circRNAs can regulate lipid metabolism, adipocyte proliferation and differentiation, and cell junctions during abdominal adipose tissue development in chickens through complex ceRNA networks between circRNAs, miRNAs, genes, and pathways. The results of this study may help to expand the number of known circRNAs in abdominal adipose tissue and provide a valuable resource for further research on the function of circRNAs in chicken abdominal adipose tissue.
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Affiliation(s)
- Wenjiao Jin
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Yinli Zhao
- College of Biological Engineering, Henan University of Technology, Zhengzhou, Henan Province, P.R. China
| | - Bin Zhai
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Yuanfang Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Shengxin Fan
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Pengtao Yuan
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Guirong Sun
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Ruirui Jiang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Yanbin Wang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Xiaojun Liu
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Yadong Tian
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Xiangtao Kang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
| | - Guoxi Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, Henan Province, P.R. China
- * E-mail:
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11
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Interaction between non-coding RNAs and JNK in human disorders. Biomed Pharmacother 2021; 138:111497. [PMID: 33735819 DOI: 10.1016/j.biopha.2021.111497] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 03/06/2021] [Accepted: 03/09/2021] [Indexed: 12/31/2022] Open
Abstract
Jun N-terminal Kinase (JNK) signaling pathway is a conserved cascade among species with particular roles in diverse processes during embryogenesis and normal life. These kinases regulate functions of neurons and the immune system by affecting the expression of genes, modulating the arrangement of cytoskeletal proteins, and regulating apoptosis/survival pathways. They are also involved in carcinogenesis. Several miRNAs and lncRNAs have a functional relationship with JNKs. This interaction contributes to the pathogenesis of traumatic brain injury, ulcerative colitis, hepatic ischemia/ reperfusion injury, acute myocardial infarction, and a number of other disorders. Lung cancer, hepatocellular carcinoma, gall bladder cancer, melanoma, and colon cancer are among malignant conditions in which JNK-related miRNAs/ lncRNAs contribute. The current review aims at depicting the functional interaction between JNKs and lncRNAs/ miRNAs and describing the role of these regulatory transcripts in the pathobiology of human disorders.
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12
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Chen Y, Zhao Y, Jin W, Li Y, Zhang Y, Ma X, Sun G, Han R, Tian Y, Li H, Kang X, Li G. MicroRNAs and their regulatory networks in Chinese Gushi chicken abdominal adipose tissue during postnatal late development. BMC Genomics 2019; 20:778. [PMID: 31653195 PMCID: PMC6815035 DOI: 10.1186/s12864-019-6094-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Accepted: 09/10/2019] [Indexed: 12/13/2022] Open
Abstract
Background Abdominal fat is the major adipose tissue in chickens. The growth status of abdominal fat during postnatal late development ultimately affects meat yield and quality in chickens. MicroRNAs (miRNAs) are endogenous small noncoding RNAs that regulate gene expression at the post-transcriptional level. Studies have shown that miRNAs play an important role in the biological processes involved in adipose tissue development. However, few studies have investigated miRNA expression profiles and their interaction networks associated with the postnatal late development of abdominal adipose tissue in chickens. Results We constructed four small RNA libraries from abdominal adipose tissue obtained from Chinese domestic Gushi chickens at 6, 14, 22, and 30 weeks. A total of 507 known miRNAs and 53 novel miRNAs were identified based on the four small RNA libraries. Fifty-one significant differentially expressed (SDE) miRNAs were identified from six combinations by comparative analysis, and the expression patterns of these SDE miRNAs were divided into six subclusters by cluster analysis. Gene ontology enrichment analysis showed that the SDE miRNAs were primarily involved in the regulation of fat cell differentiation, regulation of lipid metabolism, regulation of fatty acid metabolism, and unsaturated fatty acid metabolism in the lipid metabolism- or deposition-related biological process categories. In addition, we constructed differentially expressed miRNA–mRNA interaction networks related to abdominal adipose development. The results showed that miRNA families, such as mir-30, mir-34, mir-199, mir-8, and mir-146, may have key roles in lipid metabolism, adipocyte proliferation and differentiation, and cell junctions during abdominal adipose tissue development in chickens. Conclusions This study determined the dynamic miRNA transcriptome and characterized the miRNA–mRNA interaction networks in Gushi chicken abdominal adipose tissue for the first time. The results expanded the number of known miRNAs in abdominal adipose tissue and provide novel insights and a valuable resource to elucidate post-transcriptional regulation mechanisms during postnatal late development of abdominal adipose tissue in chicken.
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Affiliation(s)
- Yi Chen
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Yinli Zhao
- College of Biological Engineering, Henan University of Technology, Zheng zhou, Henan Province, 450001, People's Republic of China
| | - Wenjiao Jin
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Yuanfang Li
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Yanhua Zhang
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Xuejie Ma
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Guirong Sun
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Ruili Han
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Yadong Tian
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Hong Li
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Xiangtao Kang
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China
| | - Guoxi Li
- College of Animal Science and Veterinary Medicine, Henan Agricultural University, Zheng zhou, Henan Province, 450002, People's Republic of China.
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13
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The microRNA in ventricular remodeling: the miR-30 family. Biosci Rep 2019; 39:BSR20190788. [PMID: 31320543 PMCID: PMC6680373 DOI: 10.1042/bsr20190788] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 07/07/2019] [Accepted: 07/16/2019] [Indexed: 12/14/2022] Open
Abstract
Ventricular remodeling (VR) is a complex pathological process of cardiomyocyte apoptosis, cardiac hypertrophy, and myocardial fibrosis, which is often caused by various cardiovascular diseases (CVDs) such as hypertension, acute myocardial infarction, heart failure (HF), etc. It is also an independent risk factor for a variety of CVDs, which will eventually to damage the heart function, promote cardiovascular events, and lead to an increase in mortality. MicroRNAs (miRNAs) can participate in a variety of CVDs through post-transcriptional regulation of target gene proteins. Among them, microRNA-30 (miR-30) is one of the most abundant miRNAs in the heart. In recent years, the study found that the miR-30 family can participate in VR through a variety of mechanisms, including autophagy, apoptosis, oxidative stress, and inflammation. VR is commonly found in ischemic heart disease (IHD), hypertensive heart disease (HHD), diabetic cardiomyopathy (DCM), antineoplastic drug cardiotoxicity (CTX), and other CVDs. Therefore, we will review the relevant mechanisms of the miR-30 in VR induced by various diseases.
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14
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Chen P, Miao Y, Yan P, Wang XJ, Jiang C, Lei Y. MiR-455-5p ameliorates HG-induced apoptosis, oxidative stress and inflammatory via targeting SOCS3 in retinal pigment epithelial cells. J Cell Physiol 2019; 234:21915-21924. [PMID: 31041827 DOI: 10.1002/jcp.28755] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Revised: 03/29/2019] [Accepted: 04/11/2019] [Indexed: 12/19/2022]
Abstract
Diabetic retinopathy (DR) remains the leading cause of blindness in adults with diabetes mellitus. Numerous microRNAs (miRNAs) have been identified to modulate the pathogenesis of DR. The main purpose of this study was to evaluate the potential roles of miR-455-5p in high glucose (HG)-treated retinal pigment epithelial (RPE) cells and underlying mechanisms. Our present investigation discovered that the expression of miR-455-5p was apparently downregulated in ARPE-19 cells stimulated with HG. In addition, forced expression of miR-455-5p markedly enhanced cell viability and restrained HG-induced apoptosis accompanied by decreased BCL2-associated X protein (Bax)/B-cell leukemia/lymphoma 2 (Bcl-2) ratio and expression of apoptotic marker cleaved caspase-3 during HG challenged. Subsequently, augmentation of miR-455-5p remarkably alleviated HG-triggered oxidative stress injury as reflected by decreased the production of intracellular reactive oxygen species (ROS) and malondialdehyde (MDA) content as well as NADPH oxidase 4 expression, concomitant with enhanced the activities of superoxide dismutase, catalase, and GPX stimulated with HG. Furthermore, enforced expression of miR-455-5p effectively ameliorated HG-stimulated inflammatory response as exemplified by repressing the secretion of inflammatory cytokines interleukin 1β (IL-1β), IL-6, and tumour necrosis factor-α in ARPE-19 cells challenged by HG. Most importantly, we successfully identified suppressor of cytokine signaling 3 (SOCS3) as a direct target gene of miR-455-5p, and miR-455-5p negatively regulated the expression of SOCS3. Mechanistically, restoration of SOCS3 abrogated the beneficial effects of miR-455-5p on apoptosis, accumulation of ROS, and inflammatory factors production in response to HG. Taken together, these findings demonstrated that miR-455-5p relieved HG-induced damage through repressing apoptosis, oxidant stress, and inflammatory response by targeting SOCS3. The study gives evidence that miR-455-5p may serve as a new potential therapeutic agent for DR treatment.
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Affiliation(s)
- Pan Chen
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People's Republic of China
| | - Ying Miao
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People's Republic of China
| | - PuJun Yan
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People's Republic of China
| | - Xiao Jie Wang
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People's Republic of China
| | - ChunXia Jiang
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People's Republic of China
| | - Yi Lei
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People's Republic of China
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15
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Saliminejad K, Khorram Khorshid HR, Soleymani Fard S, Ghaffari SH. An overview of microRNAs: Biology, functions, therapeutics, and analysis methods. J Cell Physiol 2018; 234:5451-5465. [PMID: 30471116 DOI: 10.1002/jcp.27486] [Citation(s) in RCA: 1103] [Impact Index Per Article: 183.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 09/06/2018] [Indexed: 12/11/2022]
Abstract
MicroRNAs (miRNAs) are a class of small noncoding RNAs, which function in posttranscriptional regulation of gene expression. They are powerful regulators of various cellular activities including cell growth, differentiation, development, and apoptosis. They have been linked to many diseases, and currently miRNA-mediated clinical trial has shown promising results for treatment of cancer and viral infection. This review provides an overview and update on miRNAs biogenesis, regulation of miRNAs expression, their biological functions, and role of miRNAs in epigenetics and cell-cell communication. In addition, alteration of miRNAs following exercise, their association with diseases, and therapeutic potential will be explained. Finally, miRNA bioinformatics tools and conventional methods for miRNA detection and quantification will be discussed.
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Affiliation(s)
- Kioomars Saliminejad
- Hematology, Oncology and Stem Cell Transplantation Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Shahrzad Soleymani Fard
- Hematology, Oncology and Stem Cell Transplantation Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Hamidollah Ghaffari
- Hematology, Oncology and Stem Cell Transplantation Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
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16
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Zhang Y, Jiang G, Hong W, Gao M, Xu B, Zhu J, Song G, Liu T. Polymeric Microneedles Integrated with Metformin-Loaded and PDA/LA-Coated Hollow Mesoporous SiO2 for NIR-Triggered Transdermal Delivery on Diabetic Rats. ACS APPLIED BIO MATERIALS 2018; 1:1906-1917. [DOI: 10.1021/acsabm.8b00470] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Yang Zhang
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang), Hangzhou, Zhejiang 310018, China
- Key Laboratory of Advanced Textile Materials and Manufacturing Technology (ATMT), Ministry of Education, Hangzhou, Zhejiang 310018, China
- Institute of Smart Fiber Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
| | - Guohua Jiang
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang), Hangzhou, Zhejiang 310018, China
- Key Laboratory of Advanced Textile Materials and Manufacturing Technology (ATMT), Ministry of Education, Hangzhou, Zhejiang 310018, China
- Institute of Smart Fiber Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
| | - Wenjie Hong
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
| | - Mengyue Gao
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
| | - Bin Xu
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang), Hangzhou, Zhejiang 310018, China
- Key Laboratory of Advanced Textile Materials and Manufacturing Technology (ATMT), Ministry of Education, Hangzhou, Zhejiang 310018, China
- Institute of Smart Fiber Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
| | - Jiangying Zhu
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang), Hangzhou, Zhejiang 310018, China
- Key Laboratory of Advanced Textile Materials and Manufacturing Technology (ATMT), Ministry of Education, Hangzhou, Zhejiang 310018, China
- Institute of Smart Fiber Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
| | - Gao Song
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang), Hangzhou, Zhejiang 310018, China
- Key Laboratory of Advanced Textile Materials and Manufacturing Technology (ATMT), Ministry of Education, Hangzhou, Zhejiang 310018, China
- Institute of Smart Fiber Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
| | - Tianqi Liu
- Department of Polymer Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang), Hangzhou, Zhejiang 310018, China
- Key Laboratory of Advanced Textile Materials and Manufacturing Technology (ATMT), Ministry of Education, Hangzhou, Zhejiang 310018, China
- Institute of Smart Fiber Materials, Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
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