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Wu K, Zhu J, Ma Y, Zhou Y, Lin Q, Tu T, Liu Q. Exploring immune related gene signatures and mechanisms linking non alcoholic fatty liver disease to atrial fibrillation through transcriptome data analysis. Sci Rep 2023; 13:17548. [PMID: 37845390 PMCID: PMC10579333 DOI: 10.1038/s41598-023-44884-z] [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: 03/21/2023] [Accepted: 10/12/2023] [Indexed: 10/18/2023] Open
Abstract
Atrial fibrillation (AF) and related cardiovascular complications pose a heavy burden to patients and society. Mounting evidence suggests a close association between nonalcoholic fatty liver disease (NAFLD) and AF. NAFLD and AF transcriptomic datasets were obtained from GEO database and analyzed using several bioinformatics approaches. We established a NAFLD-AF associated gene diagnostic signature (NAGDS) using protein-protein interaction analysis and machine learning, which was further quantified through RT-qPCR. Potential miRNA targeting NAGDS were predicted. Gene modules highly correlated with NAFLD liver pathology or AF occurrence were identified by WGCNA. Enrichment analysis of the overlapped genes from key module revealed that T-cell activation plays essential roles in NAFLD and AF, which was further confirmed by immune infiltration. Furthermore, an integrated SVM-RFE and LASSO algorithm was used to identify CCL4, CD48, ITGB2, and RNASE6 as NAGDS, all of which were found to be upregulated in NAFLD and AF mouse tissues. Patients with higher NAGDS showed augmented T cell and macrophage immunity, more advanced liver pathological characteristics, and prolonged AF duration. Additionally, hsa-miR-26a-5p played a central role in the regulation of NAGDS. Our findings highlight the central role of T-cell immune response in linking NAFLD to AF, and established an accurate NAGDS diagnostic model, which could serve as potential targets for immunoregulatory therapy.
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Affiliation(s)
- Keke Wu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
| | - Jiayi Zhu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
| | - Yingxu Ma
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
| | - Yong Zhou
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
| | - Qiuzhen Lin
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
| | - Tao Tu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha, 410011, Hunan, People's Republic of China.
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, People's Republic of China.
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, People's Republic of China.
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China.
| | - Qiming Liu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Renmin Middle Road, Changsha, 410011, Hunan, People's Republic of China.
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, People's Republic of China.
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, People's Republic of China.
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China.
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El‐maadawy EA, Bakry RM, Moussa MM, El‐Naby S, Talaat RM. Alteration in miRNAs expression in paediatric acute lymphocyticleukaemia: Insight into patients' therapeutic response. Clin Exp Pharmacol Physiol 2021. [DOI: 10.1111/1440-1681.13386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Eman A. El‐maadawy
- Molecular Biology Department, Genetic Engineering and Biotechnology Research Institute (GEBRI) University of Sadat City Sadat City Egypt
| | - Rania M. Bakry
- South Egypt Cancer Institute Assiut University Asyut Egypt
| | - Mohamed M. Moussa
- Clinical Hematology and Bone Marrow Transplantation Ain‐Shams University Cairo Egypt
| | - SobhyHasab El‐Naby
- Zoology Department Faculty of Science Menoufia University Menoufia Egypt
| | - Roba M. Talaat
- Molecular Biology Department, Genetic Engineering and Biotechnology Research Institute (GEBRI) University of Sadat City Sadat City Egypt
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miR-26a Potentially Contributes to the Regulation of Fatty Acid and Sterol Metabolism In Vitro Human HepG2 Cell Model of Nonalcoholic Fatty Liver Disease. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2018; 2018:8515343. [PMID: 30402207 PMCID: PMC6196797 DOI: 10.1155/2018/8515343] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 08/04/2018] [Accepted: 08/07/2018] [Indexed: 12/13/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a metabolic-related disorder ranging from steatosis to steatohepatitis, which may progress to cirrhosis and hepatocellular carcinoma (HCC). This study aimed at assessing the regulatory and protective role of miR-26a on lipid metabolism and progression of NAFLD in human HepG2 cells loaded with free fatty acids (FFA). Lentivirus expressing miR-26a or negative control miR was used to transduce HepG2 cells and to establish stable cell lines. Gain or loss of function using an miR-26a inhibitor was used to compare triglyceride content (TG), total cholesterol level (CL), total antioxidant capacity (TAC), malondialdehyde (MDA) and the level of apoptosis. In addition, quantitative reverse transcription polymerase chain reaction (qPCR) was used to assess the mRNA levels of lipogenesis, TG synthesis, storage genes, inflammatory and fibrogenic markers, and autophagic besides endoplasmic reticulum (ER) stress markers after gaining or losing the function of miR-26a. miR-26a levels decreased in response to FFA in human HepG2 cells. After the establishment of a stable cell line, the upregulation of miR-26a resulted in the downregulation of TG, CL, and MDA levels, through regulating mRNA levels of genes involved in lipid homeostasis, ER stress marker, inflammatory and fibrogenic markers. Nevertheless, there was a marked increment in the mRNA expression of autophagic marker genes. Moreover, miR-26a overexpression protects the cells from apoptosis, whereas inhibition of miR-26a, using an anti-miR-26a oligonucleotide, decreased the expression of miR-26a which potentially contributes to altered lipid metabolism in HepG2 cells loaded with FFA. In conclusion, these findings suggested that miR-26a has a crucial role in regulating fatty acid and cholesterol homeostasis in HepG2 cells, along with the offered protection against the progression of NAFLD in vitro. Hence, miRNAs could receive growing attention as useful noninvasive diagnostic markers to follow the progression of NAFLD and to identify novel therapeutic targets.
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Luan J, Zhao Y, Zhang Y, Miao J, Li J, Chen ZN, Zhu P. CD147 blockade as a potential and novel treatment of graft rejection. Mol Med Rep 2017; 16:4593-4602. [PMID: 28849101 PMCID: PMC5647014 DOI: 10.3892/mmr.2017.7201] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 08/01/2017] [Indexed: 11/25/2022] Open
Abstract
Cluster of differentiation (CD)147 is highly involved in the T cell activation process. High CD147 expression is observed on the surfaces of activated T cells, particularly CD4+ T cells. In organ transplantation, it is important to prevent graft rejection resulting from the excessive activation of T cells, particularly CD4+ T cells, which exhibit a key role in amplifying the immune response. The present study aimed to investigate the effects of CD147 blockade in vitro and in vivo and used a transplant rejection system to assess the feasibility of utilizing CD147 antibody-based immunosuppressant drugs for the treatment of graft rejection. The effects of CD147 antibodies were evaluated on lymphocyte proliferation stimulated by phytohemagglutinin or CD3/CD28 magnetic beads and in a one-way mixed lymphocyte reaction (MLR) system in vitro. For the in vivo analysis, an allogeneic skin transplantation mouse model was used. CD147 antibodies were effective against lymphocytes, particularly CD4+T lymphocytes, and were additionally effective in the one-way MLR system. In the allogeneic skin transplantation mouse model, the survival of transplanted skin was extended in the CD147 antibody-treated group. Furthermore, the level of inflammatory cell infiltration in transplanted skin was reduced. CD147 blockade decreased the serum levels of interleukin (IL)-17 and the proportions of peripheral blood CD4+ and CD8+ memory T cells. The data demonstrated that CD147 blockade suppressed skin graft rejection, primarily by suppressing CD4+T and memory T cell proliferation, indicating that CD147 exhibits great potential as a target of immunosuppressant drugs.
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Affiliation(s)
- Jing Luan
- National Translational Science Center for Molecular Medicine, The Fourth Military Medical University, Xi'an, Shaanxi 710032, P.R. China
| | - Yu Zhao
- National Translational Science Center for Molecular Medicine, The Fourth Military Medical University, Xi'an, Shaanxi 710032, P.R. China
| | - Yang Zhang
- National Translational Science Center for Molecular Medicine, The Fourth Military Medical University, Xi'an, Shaanxi 710032, P.R. China
| | - Jinlin Miao
- National Translational Science Center for Molecular Medicine, The Fourth Military Medical University, Xi'an, Shaanxi 710032, P.R. China
| | - Jia Li
- National Translational Science Center for Molecular Medicine, The Fourth Military Medical University, Xi'an, Shaanxi 710032, P.R. China
| | - Zhi-Nan Chen
- National Translational Science Center for Molecular Medicine, The Fourth Military Medical University, Xi'an, Shaanxi 710032, P.R. China
| | - Ping Zhu
- National Translational Science Center for Molecular Medicine, The Fourth Military Medical University, Xi'an, Shaanxi 710032, P.R. China
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Ma H, Zhang S, Shi D, Mao Y, Cui J. MicroRNA-26a Promotes Regulatory T cells and Suppresses Autoimmune Diabetes in Mice. Inflammation 2016. [PMID: 26208605 DOI: 10.1007/s10753-015-0215-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Type-1 diabetes (TID) is an autoimmune disease in which the body's own immune cells attack islet β cells, the cells in the pancreas that produce and release the hormone insulin. Mir-26a has been reported to play functions in cellular differentiation, cell growth, cell apoptosis, and metastasis. However, the role of microRNA-26a (Mir-26a) in autoimmune TID has never been investigated. In our current study, we found that pre-Mir-26a (LV-26a)-treated mice had significantly longer normoglycemic time and lower frequency of autoreactive IFN-γ-producing CD4(+) cells compared with an empty lentiviral vector (LV-Con)-treated non-obese diabetic (NOD) mice. Mir-26a suppresses autoreactive T cells and expands Tregs in vivo and in vitro. Furthermore, in our adoptive transfer study, the groups receiving whole splenocytes and CD25-depleted splenocytes from LV-Con-treated diabetic NOD mice develop diabetes at 3 to 4 weeks of age. In comparison, mice injected with undepleted splenocytes obtained from LV-26a-treated reversal NOD mice develop diabetes after 6-8 weeks. And depletion of CD25(+) cells in the splenocytes of reversed mice abrogates the delay in diabetes onset. In conclusion, Mir-26a suppresses autoimmune diabetes in NOD mice in part through promoted regulatory T cells (Tregs) expression.
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Affiliation(s)
- Hui Ma
- Department of Geriatrics, Affiliated Hospital of Binzhou Medical University, No.661, Section 2, The Yellow River Road, Binzhou, Shandong, 256603, China.
| | - Shoutao Zhang
- Department of Orthopedics, Affiliated Hospital of Binzhou Medical University, Binzhou, 256603, China
| | - Doufei Shi
- Department of Geriatrics, Affiliated Hospital of Binzhou Medical University, No.661, Section 2, The Yellow River Road, Binzhou, Shandong, 256603, China
| | - Yanhua Mao
- Department of Geriatrics, Affiliated Hospital of Binzhou Medical University, No.661, Section 2, The Yellow River Road, Binzhou, Shandong, 256603, China
| | - Jianguo Cui
- Department of Geriatrics, Affiliated Hospital of Binzhou Medical University, No.661, Section 2, The Yellow River Road, Binzhou, Shandong, 256603, China
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MiR-26a inhibits proliferation and migration of HaCaT keratinocytes through regulating PTEN expression. Gene 2016; 594:117-124. [DOI: 10.1016/j.gene.2016.09.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 08/30/2016] [Accepted: 09/05/2016] [Indexed: 01/27/2023]
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He Q, Li F, Li J, Li R, Zhan G, Li G, Du W, Tan H. MicroRNA-26a-interleukin (IL)-6-IL-17 axis regulates the development of non-alcoholic fatty liver disease in a murine model. Clin Exp Immunol 2016; 187:174-184. [PMID: 27377869 DOI: 10.1111/cei.12838] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2016] [Indexed: 02/06/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a hepatic presentation of obesity and metabolic syndrome. MicroRNA 26a (Mir-26a) has been reported to play functions in cellular differentiation, cell growth, cell apoptosis and metastasis. A recent paper indicated that Mir-26a regulated insulin sensitivity and metabolism of glucose and lipids. However, the role of Mir-26a in NAFLD still needs to be investigated further. In our current study, vectors encoding pre-Mir-26a (LV-26a) and an empty lentiviral vector (LV-Con) delivered approximately 2 × 107 transforming units of recombinant lentivirus were injected into mice through the tail vein. LV-26a-infected mice were protected from glucose dysmetabolism and showed markedly decreased total liver weight, hepatic triglyceride deposition and serum alanine transaminase (ALT) concentration when compared with LV-Con-treated mice. LV-26a-treated mice also exhibited decreased infiltration of immune cells in the liver - something attributed to reduce infiltration of T cell receptor (TCR)-γδ+ , granulocyte-differentiation antigen-1 (Gr-1)+ cells and CD11b+ cells. Next, we found that Mir-26a inhibited the expression of interleukin (IL)-17 and IL-6 in vivo and in vitro. Furthermore, the decreased expression of IL-17 in the liver tissue induced by Mir-26a was abrogated completely by IL-6 overexpression. The decreased total liver weight, hepatic triglyceride deposition and serum ALT concentration induced by Mir-26a was also abrogated completely by IL-6 over-expression. In conclusion, the Mir-26a-IL-6-IL-17 axis regulates the development of NAFLD in a murine model.
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Affiliation(s)
- Q He
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
| | - F Li
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
| | - J Li
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
| | - R Li
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
| | - G Zhan
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
| | - G Li
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
| | - W Du
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
| | - H Tan
- Department of Infectious Disease, and Laboratory of Liver Disease, Renmin Hospital, Hubei University of Medicine, China
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Long H, Xiang T, Luo J, Li F, Lin R, Liu S, Jiang S, Hu C, Chen G, Wong E, Wan Y, Li QJ, Zhu B. The tumor microenvironment disarms CD8 + T lymphocyte function via a miR-26a-EZH2 axis. Oncoimmunology 2016; 5:e1245267. [PMID: 28123882 DOI: 10.1080/2162402x.2016.1245267] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 09/29/2016] [Accepted: 10/01/2016] [Indexed: 01/05/2023] Open
Abstract
One of the most important factors that limit the potency of CD8+ cytotoxic T lymphocyte (CTL) responses is the tumor microenvironment (TME). Here, we provide evidence that miR-26a is a negative regulator of CTL function in the TME. Specifically, we identified miR-26a as a crucial suppressor gene in CTLs from the TME, as we found that, miR-26a expression was elevated in CTLs to respond to TME secretome stimulation. CTLs from miR-26a-transgenic mice showed impaired IFNγ and granzyme B production in response to their cognate antigen. Conversely, we found that miR-26a inhibition in CTLs could effectively increase the cytotoxicity and suppress tumor growth. Mechanically, we identified EZH2 as a direct target of miR-26a. miR-26a and EZH2 expression were found to be inversely correlated in CTLs, and the inhibition of EZH2 in CTLs impairs CTL function. These functional correlations were validated in a cohort of non-small cell lung cancer patients, indicating that the miR-26a-EZH2 axis is clinically relevant. Our findings suggested that miR-26a silencing as a novel strategy to improve the efficacy of CTL-based cancer immunotherapy.
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Affiliation(s)
- Haixia Long
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China; Department of Immunology, Duke University Medical Center, Durham, NC, USA
| | - Tong Xiang
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China; Department of Immunology, Duke University Medical Center, Durham, NC, USA
| | - Jing Luo
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University , Chongqing, China
| | - Fei Li
- Biomedical Analysis Center, Third Military Medical University , Chongqing, China
| | - Regina Lin
- Department of Immunology, Duke University Medical Center , Durham, NC, USA
| | - Siqi Liu
- Department of Immunology, Duke University Medical Center , Durham, NC, USA
| | - Shan Jiang
- Department of Immunology, Duke University Medical Center , Durham, NC, USA
| | - Chunyan Hu
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University , Chongqing, China
| | - Gang Chen
- Biomedical Analysis Center, Third Military Medical University , Chongqing, China
| | - Elizabeth Wong
- Department of Immunology, Duke University Medical Center , Durham, NC, USA
| | - Ying Wan
- Biomedical Analysis Center, Third Military Medical University , Chongqing, China
| | - Qi-Jing Li
- Department of Immunology, Duke University Medical Center , Durham, NC, USA
| | - Bo Zhu
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China; Chongqing Key Laboratory of tumor immunotherapy, Chongqing, China
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Golshayan D. All regulators great and small: when Treg need small RNAs to fulfill their commitment. Transpl Int 2016; 28:1140-2. [PMID: 25996305 DOI: 10.1111/tri.12609] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Accepted: 05/15/2015] [Indexed: 11/29/2022]
Affiliation(s)
- Dela Golshayan
- Transplantation Centre and Transplantation Immunopathology Laboratory, Department of Medicine, Centre Hospitalier Universitaire Vaudois (CHUV), University of Lausanne, Lausanne, Switzerland
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