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Ma J, Luo J, Sun Y, Zhao Z. Cytokines associated with immune response in atherosclerosis. Am J Transl Res 2022; 14:6424-6444. [PMID: 36247305 PMCID: PMC9556506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 07/25/2022] [Indexed: 06/16/2023]
Abstract
Inflammation is an essential mechanism of immune response that involves a large number of different immune cells. Atherosclerosis is essentially an inflammatory disease caused by inappropriate activities of immune cells. During this process, various cytokines activate immune cells, regulate and transmit immune cell signals, and stimulate a local inflammatory environment. In this study, we reviewed the cytokines associated with immune activity in atherosclerosis, including their roles in immune cell activation and mediating immune cell chemotaxis. The findings give important insights into inflammatory immune microenvironment, including basic mechanisms and interactions, providing new ideas and options for clinical detection and treatment of this disease.
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Affiliation(s)
- Jiqing Ma
- Department of Vascular Surgery, Changhai Hospital, Naval Medical UniversityShanghai 200433, China
| | - Jianhua Luo
- National Key Laboratory of Medical Immunology & Institute of Immunology, Naval Medical UniversityShanghai 200433, China
| | - Yudong Sun
- Department of General Surgery, Jinling Hospital, Medical School of Nanjing UniversityNanjing 210002, China
| | - Zhiqing Zhao
- Department of Vascular Surgery, Changhai Hospital, Naval Medical UniversityShanghai 200433, China
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2
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Feng M, Zhou Q, Tu W, Wang Y, Du Y, Xu K. ATF4 promotes brain vascular smooth muscle cells proliferation, invasion and migration by targeting miR-552-SKI axis. PLoS One 2022; 17:e0270880. [PMID: 35857794 PMCID: PMC9299314 DOI: 10.1371/journal.pone.0270880] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 06/20/2022] [Indexed: 11/25/2022] Open
Abstract
Background Studies have indicated vascular smooth muscle cells (VSMCs) played a crucial role in atherosclerosis and microRNAs (miRNAs) played key roles in biological functions of VSMCs. Whereas, the potential function and mechanism of miR-552 in VSMCs remains unclear. Our aim was to explore the role of miR-552 on VSMCs and underlying mechanism. Material/Methods MTT assay and transwell assay were used to measure the proliferation, invasion, and migration of human brain VSMCs (HBVSMCs) and mice VSMCs (mVSMCs), respectively. Bioinformatics tools and luciferase assay were adopted to verify the association between miR-552 and SKI. Rescue experiments were employed to assess the interaction of miR-552 and SKI in modulating biological functions in HBVSMCs and mVSMCs. The expression level of transcription factors (TFs)was measured via qRT-PCR assay. The effect of ATF4 on miR-552 and SKI expression was tested by qRT-PCR or western blot assay. Finally, chromatin immunoprecipitation (ChIP) assay and JASPAR databases were used to analyze the regulatory linkage between ATF4 and miR-552. Results We found that miR-552 was upregulated in HBVSMCs treated with PDGF-bb and miR-552 overexpression could promote proliferation, invasion, and migration of HBVSMCs and mVSMCs, whereas, miR-552 knockdown had the opposite impact. In addition, we also found that SKI was a direct target of miR-552, which reversed miR-552-mediated proliferation, invasion, and migration in HBVSMCs and mVSMCs. Furthermore, we also discovered that miR-552 overexpression promoted the effects of ATF4 elevation on proliferation, migration and invasion of HBVSMCs and mVSMCs, but, miR-552 decline had the opposite impact. Conclusions ATF4-miR-552-SKI axis played critical roles in the proliferation and migration of HBVSMCs and mVSMCs, which were closely involved in atherosclerosis (AS). Therefore, our findings might offer a novel therapeutic target for AS.
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Affiliation(s)
- Meina Feng
- Department of Neurology, Wuhan Brain Hospital, General Hospital of the YANGTZE River Shipping, Wuhan, China
- * E-mail: (MF); (QZ)
| | - Qin Zhou
- Department of Neurology, Wuhan Brain Hospital, General Hospital of the YANGTZE River Shipping, Wuhan, China
- * E-mail: (MF); (QZ)
| | - Wenxian Tu
- Department of Neurology, Wuhan Brain Hospital, General Hospital of the YANGTZE River Shipping, Wuhan, China
| | - Yunfeng Wang
- Department of Neurology, Wuhan Brain Hospital, General Hospital of the YANGTZE River Shipping, Wuhan, China
| | - Yuanmin Du
- Department of Neurology, Wuhan Brain Hospital, General Hospital of the YANGTZE River Shipping, Wuhan, China
| | - Kang Xu
- Department of Neurology, Wuhan Brain Hospital, General Hospital of the YANGTZE River Shipping, Wuhan, China
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3
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Turner AW, Hu SS, Mosquera JV, Ma WF, Hodonsky CJ, Wong D, Auguste G, Song Y, Sol-Church K, Farber E, Kundu S, Kundaje A, Lopez NG, Ma L, Ghosh SKB, Onengut-Gumuscu S, Ashley EA, Quertermous T, Finn AV, Leeper NJ, Kovacic JC, Björkgren JLM, Zang C, Miller CL. Single-nucleus chromatin accessibility profiling highlights regulatory mechanisms of coronary artery disease risk. Nat Genet 2022; 54:804-816. [PMID: 35590109 PMCID: PMC9203933 DOI: 10.1038/s41588-022-01069-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 03/31/2022] [Indexed: 12/24/2022]
Abstract
Coronary artery disease (CAD) is a complex inflammatory disease involving genetic influences across cell types. Genome-wide association studies (GWAS) have identified over 200 loci associated with CAD, where the majority of risk variants reside in noncoding DNA sequences impacting cis-regulatory elements (CREs). Here, we applied single-nucleus ATAC-seq to profile 28,316 nuclei across coronary artery segments from 41 patients with varying stages of CAD, which revealed 14 distinct cellular clusters. We mapped ~320,000 accessible sites across all cells, identified cell type-specific elements, transcription factors, and prioritized functional CAD risk variants. . We identified elements in smooth muscle cell (SMC) transition states (e.g. fibromyocytes) and functional variants predicted to alter SMC and macrophage-specific regulation of MRAS (3q22) and LIPA (10q23), respectively. We further nominated key driver transcription factors such as PRDM16 and TBX2. Together, this single nucleus atlas provides a critical step towards interpreting regulatory mechanisms across the continuum of CAD risk.
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Affiliation(s)
- Adam W Turner
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Shengen Shawn Hu
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Jose Verdezoto Mosquera
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.,Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Wei Feng Ma
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.,Medical Scientist Training Program, University of Virginia, Charlottesville, VA, USA.,Department of Pathology, University of Virginia, Charlottesville, VA, USA
| | - Chani J Hodonsky
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.,Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA
| | - Doris Wong
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.,Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA.,Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA
| | - Gaëlle Auguste
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Yipei Song
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Katia Sol-Church
- Department of Pathology, University of Virginia, Charlottesville, VA, USA.,Genome Analysis & Technology Core, University of Virginia, Charlottesville, VA, USA
| | - Emily Farber
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.,Genome Sciences Laboratory, University of Virginia, Charlottesville, VA, USA
| | - Soumya Kundu
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Anshul Kundaje
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.,Department of Computer Science, Stanford University, Stanford, CA, USA
| | - Nicolas G Lopez
- Division of Vascular Surgery, Department of Surgery, Stanford University, Stanford, CA, USA
| | - Lijiang Ma
- Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Suna Onengut-Gumuscu
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.,Genome Sciences Laboratory, University of Virginia, Charlottesville, VA, USA.,Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Euan A Ashley
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.,Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Thomas Quertermous
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | | | - Nicholas J Leeper
- Division of Vascular Surgery, Department of Surgery, Stanford University, Stanford, CA, USA
| | - Jason C Kovacic
- Cardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, Australia.,St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Johan L M Björkgren
- Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Integrated Cardio Metabolic Centre, Department of Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Chongzhi Zang
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA. .,Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA. .,Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA.
| | - Clint L Miller
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA. .,Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA. .,Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA. .,Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA.
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4
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Jiang N, Yang M, Han Y, Zhao H, Sun L. PRDM16 Regulating Adipocyte Transformation and Thermogenesis: A Promising Therapeutic Target for Obesity and Diabetes. Front Pharmacol 2022; 13:870250. [PMID: 35462933 PMCID: PMC9024053 DOI: 10.3389/fphar.2022.870250] [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: 02/06/2022] [Accepted: 03/11/2022] [Indexed: 11/13/2022] Open
Abstract
Given that obesity and diabetes have been major public health concerns and that disease morbidities have been rising continuously, effective treatment for these diseases is urgently needed. Because adipose tissue metabolism is involved in the progression of obesity and diabetes, it might be efficient to target adipocyte metabolic pathways. Positive regulatory domain zinc finger region protein 16 (PRDM16), a transcription factor that is highly expressed in adipocytes, plays a key role in adipose tissue metabolism, such as the browning and thermogenesis of adipocytes, the beigeing of adipocytes, the adipogenic differentiation of myoblasts, and the conversion of visceral adipocytes to subcutaneous adipocytes. Furthermore, clinical and basic studies have shown that the expression of PRDM16 is associated with obesity and diabetes and that PRDM16 signaling participates in the treatment of the two diseases. For example, metformin promotes thermogenesis and alleviates obesity by activating the AMPK/αKG/PRDM16 signaling pathway; rosiglitazone alleviates obesity under the synergistic effect of PRDM16; resveratrol plays an antiobesity role by inducing the expression of PRDM16; liraglupeptide improves insulin resistance by inducing the expression of PRDM16; and mulberry leaves play an anti-inflammatory and antidiabetes role by activating the expression of brown fat cell marker genes (including PRDM16). In this review, we summarize the evidence of PRDM16 involvement in the progression of obesity and diabetes and that PRDM16 may be a promising therapy for obesity and diabetes.
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5
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Li X, Wang J, Wu C, Lu X, Huang J. MicroRNAs involved in the TGF-β signaling pathway in atherosclerosis. Biomed Pharmacother 2021; 146:112499. [PMID: 34959122 DOI: 10.1016/j.biopha.2021.112499] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 11/23/2021] [Accepted: 12/01/2021] [Indexed: 12/31/2022] Open
Abstract
Atherosclerosis (AS) is a chronic inflammatory vascular disease with a multifactorial pathogenesis. It becomes a global health concern, especially causing an array of fatal consequences among the elderly. However, the mechanisms of AS remain unexplained. The transforming growth factor-β (TGF-β) signaling pathway is widely involved in the inflammation, immune function, proliferation, differentiation,and apoptosis in vivo. Based on previous researches, it has not been confirmed whether the TGF-β pathway promotes or inhibits atherosclerosis. Furthermore, more and more studies have found that microRNAs can regulate atherosclerosis through the TGF-β signaling pathway. In this review, we summarize and discuss the role of microRNAs in the pathogenesis of atherosclerosis via the TGF-β signaling pathway.
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Affiliation(s)
- Xiaoqing Li
- Department of Geriatrics, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jinyu Wang
- Department of Cardiology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Cheng Wu
- Department of Geriatrics, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiang Lu
- Department of Geriatrics, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
| | - Jingjing Huang
- Department of Geriatrics, the Fourth Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
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Kessler T, Schunkert H. Coronary Artery Disease Genetics Enlightened by Genome-Wide Association Studies. JACC Basic Transl Sci 2021; 6:610-623. [PMID: 34368511 PMCID: PMC8326228 DOI: 10.1016/j.jacbts.2021.04.001] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 03/04/2021] [Accepted: 04/01/2021] [Indexed: 12/12/2022]
Abstract
Many cardiovascular diseases are facilitated by strong inheritance. For example, large-scale genetic studies identified hundreds of genomic loci that affect the risk of coronary artery disease. At each of these loci, common variants are associated with disease risk with robust statistical evidence but individually small effect sizes. Only a minority of candidate genes found at these loci are involved in the pathophysiology of traditional risk factors, but experimental research is making progress in identifying novel, and, in part, unexpected mechanisms. Targets identified by genome-wide association studies have already led to the development of novel treatments, specifically in lipid metabolism. This review summarizes recent genetic and experimental findings in this field. In addition, the development and possible clinical usefulness of polygenic risk scores in risk prediction and individualization of treatment, particularly in lipid metabolism, are discussed.
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Affiliation(s)
- Thorsten Kessler
- German Heart Centre Munich, Department of Cardiology, Technical University of Munich, Munich, Germany.,German Centre for Cardiovascular Research (DZHK e.V.), partner site Munich Heart Alliance, Munich, Germany
| | - Heribert Schunkert
- German Heart Centre Munich, Department of Cardiology, Technical University of Munich, Munich, Germany.,German Centre for Cardiovascular Research (DZHK e.V.), partner site Munich Heart Alliance, Munich, Germany
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7
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Moukette B, Barupala NP, Aonuma T, Sepulveda M, Kawaguchi S, Kim IM. Interactions between noncoding RNAs as epigenetic regulatory mechanisms in cardiovascular diseases. Methods Cell Biol 2021; 166:309-348. [PMID: 34752338 DOI: 10.1016/bs.mcb.2021.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Cardiovascular diseases (CVDs) represent the foremost cause of mortality in the United States and worldwide. It is estimated that CVDs account for approximately 17.8 million deaths each year. Despite the advances made in understanding cellular mechanisms and gene mutations governing the pathophysiology of CVDs, they remain a significant cause of mortality and morbidity. A major segment of mammalian genomes encodes for genes that are not further translated into proteins. The roles of the majority of such noncoding ribonucleic acids (RNAs) have been puzzling for a long time. However, it is becoming increasingly clear that noncoding RNAs (ncRNAs) are dynamically expressed in different cell types and have a comprehensive selection of regulatory roles at almost every step involved in DNAs, RNAs and proteins. Indeed, ncRNAs regulate gene expression through epigenetic interactions, through direct binding to target sequences, or by acting as competing endogenous RNAs. The profusion of ncRNAs in the cardiovascular system suggests that they may modulate complex regulatory networks that govern cardiac physiology and pathology. In this review, we summarize various functions of ncRNAs and highlight the recent literature on interactions between ncRNAs with an emphasis on cardiovascular disease regulation. Furthermore, as the broad-spectrum of ncRNAs potentially establishes new avenues for therapeutic development targeting CVDs, we discuss the innovative prospects of ncRNAs as therapeutic targets for CVDs.
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Affiliation(s)
- Bruno Moukette
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Nipuni P Barupala
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Tatsuya Aonuma
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Marisa Sepulveda
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Satoshi Kawaguchi
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Il-Man Kim
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, United States; Krannert Institute of Cardiology, Indiana University School of Medicine, Indianapolis, IN, United States; Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, United States.
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8
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Wu L, Zhang Q, Li Y, Song W, Chen A, Liu J, Xuan X. Collagen sponge prolongs taurine release for improved wound healing through inflammation inhibition and proliferation stimulation. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1010. [PMID: 34277810 PMCID: PMC8267268 DOI: 10.21037/atm-21-2739] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 06/15/2021] [Indexed: 12/11/2022]
Abstract
Background Attenuating oxidative stress response is an effective strategy for the treatment of wounds. Taurine is a widely abundant amino acid in mammal species, capable of inhibiting oxygen-free radicals during the inflammation phase. Methods A novel taurine carried biocompatible composite collagen-derived sponge, Tau@Col, was fabricated for the treatment of a full-thickness removal mouse wounds model. In vitro experiments included taurine release from Tau@Col and cell viability when co-cultured with Tau@Col. With the prolonged release of taurine upon the wound site, Tau@Col was engineered to perform well in the wound site through inflammation inhibition and proliferation stimulation as demonstrated by a series of histological staining. Results In vitro taurine release profile and good cell biocompatibility of Tau@Col were demonstrated. In vivo studies showed that Tau@Col indeed sped up the process of wound regeneration through enhanced granulation formation, collagen deposition as well as re-epithelialization. Further investigations through immunofluorescence staining revealed that the improved wound healing ability of Tau@Col was mediated by the enhanced cell proliferation via the upregulation of endogenous vascular endothelial growth factor (VEGF) and transforming growth factor beta (TGF-β) expression as well as decreased inflammatory response through stimulated M2 polarization of macrophages. Conclusions This engineered Tau@Col delivery system has great potential as a wound dressing in future applications.
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Affiliation(s)
- Liang Wu
- Anqing Municipal Hospital, Anqing, China.,Department of Dermatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Qianwen Zhang
- Department of Dermatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yuan Li
- Department of Burn, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Wenxiang Song
- College of Chemistry and Materials Engineering, Wenzhou University, Wenzhou, China
| | - Anqi Chen
- Department of Dermatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.,School of Pharmaceutical Sciences, Key Laboratory of Biotechnology and Pharmaceutical Engineering, Wenzhou Medical University, Wenzhou, China
| | - Jingjing Liu
- Department of Dermatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xuan Xuan
- Department of Dermatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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Mukushkina D, Aisina D, Pyrkova A, Ryskulova A, Labeit S, Ivashchenko A. In silico Prediction of miRNA Interactions With Candidate Atherosclerosis Gene mRNAs. Front Genet 2020; 11:605054. [PMID: 33329752 PMCID: PMC7672156 DOI: 10.3389/fgene.2020.605054] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 10/15/2020] [Indexed: 12/14/2022] Open
Abstract
The involvement of genes and miRNAs in the development of atherosclerosis is a challenging problem discussed in recent publications. It is necessary to establish which miRNAs affect the expression of candidate genes. We used known candidate atherosclerosis genes to predict associations. The quantitative characteristics of interactions of miRNAs with mRNA candidate genes were determined using the program, which identifies the localization of miRNA binding sites in mRNA, the free energy interaction of miRNA with mRNA. In mRNAs of GAS6 and NFE2L2 candidate genes, binding sites of 21 miRNAs and of 15 miRNAs, respectively, were identified. In IRS2 mRNA binding sites of 25 miRNAs were located in a cluster of 41 nt. In ADRB3, CD36, FASLG, FLT1, PLA2G7, and PPARGC1A mRNAs, clusters of miR-466, ID00436.3p-miR, and ID01030.3p-miR BS were identified. The organization of overlapping miRNA binding sites in clusters led to their compaction and caused competition among the miRNAs. The binding of 53 miRNAs to the mRNAs of 14 candidate genes with free energy interactions greater than -130 kJ/mole was determined. The miR-619-5p was fully complementary to ADAM17 and CD36 mRNAs, ID01593.5p-miR to ANGPTL4 mRNA, ID01935.5p-miR to NFE2L2, and miR-5096 to IL18 mRNA. Associations of miRNAs and candidate atherosclerosis genes are proposed for the early diagnosis of this disease.
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Affiliation(s)
- Dina Mukushkina
- Department of Biotechnology, Al-Farabi Kazakh National University, Almaty, Kazakhstan
| | - Dana Aisina
- Department of Biotechnology, Al-Farabi Kazakh National University, Almaty, Kazakhstan
| | - Anna Pyrkova
- Department of Biotechnology, Al-Farabi Kazakh National University, Almaty, Kazakhstan
| | - Alma Ryskulova
- Department of microbiology, Kazakh Medical University of Continuing Education, Almaty, Kazakhstan
| | - Siegfried Labeit
- Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
| | - Anatoliy Ivashchenko
- Department of Biotechnology, Al-Farabi Kazakh National University, Almaty, Kazakhstan
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