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Hernandez NP, Rawls A, Chen J, Zhang X, Wang Y, Gao X, Parisien M, Karaky M, Meloto CB, Montagna F, Dang H, Pan Y, Zhao Y, McLean S, Linnstaedt S, Diatchenko L, Nackley AG. miR-374 family is a key regulator of chronic primary pain onset. Pain Rep 2024; 9:e1199. [PMID: 39430682 PMCID: PMC11487220 DOI: 10.1097/pr9.0000000000001199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/01/2024] [Accepted: 07/12/2024] [Indexed: 10/22/2024] Open
Abstract
Introduction Chronic primary pain conditions (CPPCs) are linked to catecholamine activation of peripheral adrenergic receptors. Yet, catecholamine-dependent epigenetic mechanisms, such as microRNA (miRNA) regulation of mRNA transcripts, remain largely unknown. Objectives We sought to identify RNA species correlated with case status in 3 pain cohorts, to validate RNAs found to be dysregulated in a mouse model of CPPC onset, and to directly test the role of adrenergic receptors in miRNA regulation. Furthermore, we tested antinociceptive effects of miR-374 overexpression. Methods We used RNA-seq and quantitative reverse transcription polymerase chain reaction to measure RNA expression in 3 pain cohorts. Next, we validated identified RNAs with quantitative reverse transcription polymerase chain reaction in a mouse model of CPPC onset, measuring expression in plasma, peripheral (adipose, muscle, dorsal root ganglia [DRG]), and central (spinal cord) tissues. Then, we stimulated adrenergic receptors in primary adipocyte and DRG cultures to directly test regulation of microRNAs by adrenergic signaling. Furthermore, we used in vitro calcium imaging to measure the antinociceptive effects of miR-374 overexpression. Results We found that one miRNA family, miR-374, was downregulated in the plasma of individuals with temporomandibular disorder, fibromyalgia syndrome, or widespread pain following a motor vehicle collision. miR-374 was also downregulated in plasma, white adipose tissue, and spinal cord from mice with multisite mechanical sensitivity. miR-374 downregulation in plasma and spinal cord was female specific. Norepinephrine stimulation of primary adipocytes, but not DRG, led to decreased miR-374 expression. Furthermore, we identified tissue-specific and sex-specific changes in the expression of predicted miR-374 mRNA targets, including known (HIF1A, NUMB, TGFBR2) and new (ATXN7, CRK-II) pain targets. Finally, we demonstrated that miR-374 overexpression in DRG neurons reduced capsaicin-induced nociceptor activity. Conclusions Downregulation of miR-374 occurs between adrenergic receptor activation and mechanical hypersensitivity, and its adipocyte source implicates adipose signaling in nociception. Further study of miR-374 may inform therapeutic strategies for the millions worldwide who experience CPPCs.
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Affiliation(s)
- Nathaniel P. Hernandez
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
- Department of Anesthesiology, Center for Translational Pain Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Ashleigh Rawls
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Jiegen Chen
- Department of Anesthesiology, Center for Translational Pain Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Xin Zhang
- Department of Anesthesiology, Center for Translational Pain Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Yaomin Wang
- Department of Anesthesiology, Center for Translational Pain Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Xianglong Gao
- Department of Anesthesiology, Center for Translational Pain Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Marc Parisien
- Alan Edwards Centre for Research on Pain, Faculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada
| | - Mohamad Karaky
- Alan Edwards Centre for Research on Pain, Faculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada
| | - Carolina Beraldo Meloto
- Alan Edwards Centre for Research on Pain, Faculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada
| | - Francesca Montagna
- Alan Edwards Centre for Research on Pain, Faculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada
| | - Hong Dang
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Yue Pan
- Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Ying Zhao
- Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Samuel McLean
- Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sarah Linnstaedt
- Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Luda Diatchenko
- Alan Edwards Centre for Research on Pain, Faculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada
| | - Andrea G. Nackley
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
- Department of Anesthesiology, Center for Translational Pain Medicine, Duke University School of Medicine, Durham, NC, USA
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Abulsoud AI, Elshaer SS, Rizk NI, Khaled R, Abdelfatah AM, Aboelyazed AM, Waseem AM, Bashier D, Mohammed OA, Elballal MS, Mageed SSA, Elrebehy MA, Zaki MB, Elesawy AE, El-Dakroury WA, Abdel-Reheim MA, Saber S, Doghish AS. Unraveling the miRNA Puzzle in Atherosclerosis: Revolutionizing Diagnosis, Prognosis, and Therapeutic Approaches. Curr Atheroscler Rep 2024; 26:395-410. [PMID: 38869707 DOI: 10.1007/s11883-024-01216-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 06/14/2024]
Abstract
PURPOSE OF REVIEW To eradicate atherosclerotic diseases, novel biomarkers, and future therapy targets must reveal the burden of early atherosclerosis (AS), which occurs before life-threatening unstable plaques form. The chemical and biological features of microRNAs (miRNAs) make them interesting biomarkers for numerous diseases. We summarized the latest research on miRNA regulatory mechanisms in AS progression studies, which may help us use miRNAs as biomarkers and treatments for difficult-to-treat diseases. RECENT FINDINGS Recent research has demonstrated that miRNAs have a regulatory function in the observed changes in gene and protein expression during atherogenesis, the process that leads to atherosclerosis. Several miRNAs play a role in the development of atherosclerosis, and these miRNAs could potentially serve as non-invasive biomarkers for atherosclerosis in various regions of the body. These miRNAs have the potential to serve as biomarkers and targets for early treatment of atherosclerosis. The start and development of AS require different miRNAs. It reviews new research on miRNAs affecting endothelium, vascular smooth muscle, vascular inflammation, lipid retention, and cholesterol metabolism in AS. A miRNA gene expression profile circulates with AS everywhere. AS therapies include lipid metabolism, inflammation reduction, and oxidative stress inhibition. Clinical use of miRNAs requires tremendous progress. We think tiny miRNAs can enable personalized treatment.
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Affiliation(s)
- Ahmed I Abulsoud
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo, 11785, Egypt
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, Cairo, 11231, Egypt
| | - Shereen Saeid Elshaer
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo, 11785, Egypt
- Department of Biochemistry, Faculty of Pharmacy (Girls), Al-Azhar University, Nasr City, Cairo, 11823, Egypt
| | - Nehal I Rizk
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo, 11785, Egypt
| | - Reem Khaled
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt
| | - Amr M Abdelfatah
- Department of Pharmaceutical Analytical Chemistry, Faculty of Pharmacy, Badr University in Cairo, Badr City, Cairo, 11829, Egypt
| | - Ahmed M Aboelyazed
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt
| | - Aly M Waseem
- Department of Pharmaceutical Analytical Chemistry, Faculty of Pharmacy, Badr University in Cairo, Badr City, Cairo, 11829, Egypt
| | | | - Osama A Mohammed
- Department of Pharmacology, College of Medicine, University of Bisha, 61922, Bisha, Saudi Arabia
| | - Mohammed S Elballal
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt
| | - Sherif S Abdel Mageed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt
| | - Mahmoud A Elrebehy
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt
| | - Mohamed Bakr Zaki
- Department of Biochemistry, Faculty of Pharmacy, University of Sadat City, Biochemistry, 32897, Menoufia, Egypt
| | - Ahmed E Elesawy
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt
| | - Walaa A El-Dakroury
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt
| | - Mustafa Ahmed Abdel-Reheim
- Department of Pharmaceutical Sciences, College of Pharmacy, Shaqra University, 11961, Shaqra, Saudi Arabia.
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Beni-Suef University, Beni Suef, 62521, Egypt.
| | - Sameh Saber
- Department of Pharmacology, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa, 11152, Egypt
| | - Ahmed S Doghish
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo, 11829, Egypt.
- Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, Cairo, 11231, Egypt.
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Ariyanto EF, Wijaya I, Pradian ZA, Bhaskara APM, Rahman PHA, Oktavia N. Recent Updates on Epigenetic-Based Pharmacotherapy for Atherosclerosis. Diabetes Metab Syndr Obes 2024; 17:1867-1878. [PMID: 38706808 PMCID: PMC11068051 DOI: 10.2147/dmso.s463221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 04/19/2024] [Indexed: 05/07/2024] Open
Abstract
Atherosclerosis is one of the most dominant pathological processes responsible in cardiovascular diseases (CVD) caused by cholesterol accumulation accompanied by inflammation in the arteries which will subsequently lead to further complications, including myocardial infarction and stroke. Although the incidence of atherosclerosis is decreasing in some countries, it is still considered the leading cause of death worldwide. Atherosclerosis is a vascular pathological process that is chronically inflammatory and is characterized by the invasion of inflammatory cells and cytokines. Many reports have unraveled the pivotal roles of epigenetics such as DNA methylation, post-translational histone modifications, and non-coding RNAs (ncRNAs) in atherogenesis, which regulate the expression of numerous genes related to various responsible pathways. Many studies have been conducted to develop new therapeutical approaches based on epigenetic changes for combating atherosclerosis. This review elaborates on recent updates on the development of new atherosclerosis drugs whose mechanism of action is associated with the modulation of DNA methylation, posttranslational histone modifications, and ncRNA-based gene regulation.
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Affiliation(s)
- Eko Fuji Ariyanto
- Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Sumedang, Indonesia
| | - Ibnu Wijaya
- Faculty of Medicine, Universitas Padjadjaran, Sumedang, Indonesia
| | | | | | | | - Nandina Oktavia
- Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Sumedang, Indonesia
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4
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Raju S, Botts SR, Blaser MC, Abdul-Samad M, Prajapati K, Khosraviani N, Ho TWW, Breda LC, Ching C, Galant NJ, Fiddes L, Wu R, Clift CL, Pham T, Lee WL, Singh SA, Aikawa E, Fish JE, Howe KL. Directional Endothelial Communication by Polarized Extracellular Vesicle Release. Circ Res 2024; 134:269-289. [PMID: 38174557 PMCID: PMC10826926 DOI: 10.1161/circresaha.123.322993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 12/19/2023] [Accepted: 12/21/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Extracellular vesicles (EVs) contain bioactive cargo including miRNAs and proteins that are released by cells during cell-cell communication. Endothelial cells (ECs) form the innermost lining of all blood vessels, interfacing with cells in the circulation and vascular wall. It is unknown whether ECs release EVs capable of governing recipient cells within these 2 separate compartments. Given their boundary location, we propose ECs use bidirectional release of distinct EV cargo in quiescent (healthy) and activated (atheroprone) states to communicate with cells within the circulation and blood vessel wall. METHODS EVs were isolated from primary human aortic ECs (plate and transwell grown; ±IL [interleukin]-1β activation), quantified, visualized, and analyzed by miRNA transcriptomics and proteomics. Apical and basolateral EC-EV release was determined by miRNA transfer, total internal reflection fluorescence and electron microscopy. Vascular reprogramming (RNA sequencing) and functional assays were performed on primary human monocytes or smooth muscle cells±EC-EVs. RESULTS Activated ECs increased EV release, with miRNA and protein cargo related to atherosclerosis. EV-treated monocytes and smooth muscle cells revealed activated EC-EV altered pathways that were proinflammatory and atherogenic. ECs released more EVs apically, which increased with activation. Apical and basolateral EV cargo contained distinct transcriptomes and proteomes that were altered by EC activation. Notably, activated basolateral EC-EVs displayed greater changes in the EV secretome, with pathways specific to atherosclerosis. In silico analysis determined compartment-specific cargo released by the apical and basolateral surfaces of ECs can reprogram monocytes and smooth muscle cells, respectively, with functional assays and in vivo imaging supporting this concept. CONCLUSIONS Demonstrating that ECs are capable of polarized EV cargo loading and directional EV secretion reveals a novel paradigm for endothelial communication, which may ultimately enhance the design of endothelial-based therapeutics for cardiovascular diseases such as atherosclerosis where ECs are persistently activated.
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Affiliation(s)
- Sneha Raju
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Institute of Medical Science (S.R., S.R.B., C.C., J.E.F., K.L.H.), University of Toronto, Toronto, ON, Canada
- Faculty of Medicine (S.R., S.R.B., L.F., K.L.H.), University of Toronto, Toronto, ON, Canada
- Division of Vascular Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada (S.R., K.L.H.)
| | - Steven R. Botts
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Institute of Medical Science (S.R., S.R.B., C.C., J.E.F., K.L.H.), University of Toronto, Toronto, ON, Canada
- Faculty of Medicine (S.R., S.R.B., L.F., K.L.H.), University of Toronto, Toronto, ON, Canada
| | - Mark C. Blaser
- Cardiovascular Division, Department of Medicine, Center for Interdisciplinary Cardiovascular Sciences (M.C.B., C.L.C., T.P., S.A.S., E.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Majed Abdul-Samad
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Department of Laboratory Medicine and Pathobiology (M.A.-S., N.K., R.W., J.E.F.), University of Toronto, Toronto, ON, Canada
| | - Kamalben Prajapati
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
| | - Negar Khosraviani
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Department of Laboratory Medicine and Pathobiology (M.A.-S., N.K., R.W., J.E.F.), University of Toronto, Toronto, ON, Canada
| | - Tse Wing Winnie Ho
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, Canada (T.W.W.H., W.L.L.)
| | - Leandro C.D. Breda
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
| | - Crizza Ching
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Institute of Medical Science (S.R., S.R.B., C.C., J.E.F., K.L.H.), University of Toronto, Toronto, ON, Canada
| | | | - Lindsey Fiddes
- Faculty of Medicine (S.R., S.R.B., L.F., K.L.H.), University of Toronto, Toronto, ON, Canada
| | - Ruilin Wu
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Department of Laboratory Medicine and Pathobiology (M.A.-S., N.K., R.W., J.E.F.), University of Toronto, Toronto, ON, Canada
| | - Cassandra L. Clift
- Cardiovascular Division, Department of Medicine, Center for Interdisciplinary Cardiovascular Sciences (M.C.B., C.L.C., T.P., S.A.S., E.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Tan Pham
- Cardiovascular Division, Department of Medicine, Center for Interdisciplinary Cardiovascular Sciences (M.C.B., C.L.C., T.P., S.A.S., E.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Warren L. Lee
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, Canada (T.W.W.H., W.L.L.)
| | - Sasha A. Singh
- Cardiovascular Division, Department of Medicine, Center for Interdisciplinary Cardiovascular Sciences (M.C.B., C.L.C., T.P., S.A.S., E.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Center for Excellence in Vascular Biology, Cardiovascular Division, Department of Medicine (S.A.S., E.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Elena Aikawa
- Cardiovascular Division, Department of Medicine, Center for Interdisciplinary Cardiovascular Sciences (M.C.B., C.L.C., T.P., S.A.S., E.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Center for Excellence in Vascular Biology, Cardiovascular Division, Department of Medicine (S.A.S., E.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Jason E. Fish
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Institute of Medical Science (S.R., S.R.B., C.C., J.E.F., K.L.H.), University of Toronto, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology (M.A.-S., N.K., R.W., J.E.F.), University of Toronto, Toronto, ON, Canada
- Peter Munk Cardiac Centre, Toronto General Hospital, Toronto, ON, Canada (J.E.F., K.L.H.)
| | - Kathryn L. Howe
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada (S.R., S.R.B., M.A.-S., K.P., N.K., L.C.D.B., C.C., R.W., J.E.F., K.L.H.)
- Institute of Medical Science (S.R., S.R.B., C.C., J.E.F., K.L.H.), University of Toronto, Toronto, ON, Canada
- Faculty of Medicine (S.R., S.R.B., L.F., K.L.H.), University of Toronto, Toronto, ON, Canada
- Division of Vascular Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada (S.R., K.L.H.)
- Peter Munk Cardiac Centre, Toronto General Hospital, Toronto, ON, Canada (J.E.F., K.L.H.)
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Liu G, Tan L, Zhao X, Wang M, Zhang Z, Zhang J, Gao H, Liu M, Qin W. Anti-atherosclerosis mechanisms associated with regulation of non-coding RNAs by active monomers of traditional Chinese medicine. Front Pharmacol 2023; 14:1283494. [PMID: 38026969 PMCID: PMC10657887 DOI: 10.3389/fphar.2023.1283494] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Atherosclerosis is the leading cause of numerous cardiovascular diseases with a high mortality rate. Non-coding RNAs (ncRNAs), RNA molecules that do not encode proteins in human genome transcripts, are known to play crucial roles in various physiological and pathological processes. Recently, researches on the regulation of atherosclerosis by ncRNAs, mainly including microRNAs, long non-coding RNAs, and circular RNAs, have gradually become a hot topic. Traditional Chinese medicine has been proved to be effective in treating cardiovascular diseases in China for a long time, and its active monomers have been found to target a variety of atherosclerosis-related ncRNAs. These active monomers of traditional Chinese medicine hold great potential as drugs for the treatment of atherosclerosis. Here, we summarized current advancement of the molecular pathways by which ncRNAs regulate atherosclerosis and mainly highlighted the mechanisms of traditional Chinese medicine monomers in regulating atherosclerosis through targeting ncRNAs.
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Affiliation(s)
- Guoqing Liu
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
| | - Liqiang Tan
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xiaona Zhao
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
- School of Pharmacy, Weifang Medical University, Weifang, Shandong, China
| | - Minghui Wang
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
| | - Zejin Zhang
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
- School of Pharmacy, Binzhou Medical University, Yantai, Shandong, China
| | - Jing Zhang
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
| | - Honggang Gao
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
| | - Meifang Liu
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
| | - Wei Qin
- School of Pharmacy, Jining Medical University, Rizhao, Shandong, China
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Witarto BS, Visuddho V, Aldian FM, Atmaja MSS, Ariyanto MV, Witarto AP, Wungu CDK, Susilo H, Alsagaff MY, Rohman MS. Blood-based circulating microRNAs as diagnostic biomarkers for subclinical carotid atherosclerosis: A systematic review and meta-analysis with bioinformatics analysis. Diabetes Metab Syndr 2023; 17:102860. [PMID: 37742360 DOI: 10.1016/j.dsx.2023.102860] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 09/12/2023] [Accepted: 09/14/2023] [Indexed: 09/26/2023]
Abstract
BACKGROUND Atherosclerosis in carotid arteries can remain clinically undetected in its early development until an acute cerebrovascular event such as stroke emerges. Recently, microRNAs (miRNAs) circulating in blood have emerged as potential diagnostic biomarkers, but their performance in detecting subclinical carotid atherosclerosis has yet to be systematically researched. AIM To investigate the diagnostic performance of circulating miRNAs in detecting subclinical carotid atherosclerosis. METHODS We systematically searched five electronic databases from inception to July 23, 2022. Subclinical carotid atherosclerosis was defined using carotid intima-media thickness (CIMT). Diagnostic accuracy parameters and correlation coefficients were pooled. A gene network visualisation and enrichment bioinformatics analysis were additionally conducted to search for potential target genes and pathway regulations of the miRNAs. RESULTS Fifteen studies (15 unique miRNAs) comprising 2542 subjects were identified. Circulating miRNAs had a pooled sensitivity of 85% (95% CI 80%-89%), specificity of 84% (95% CI 78%-88%), positive likelihood ratio of 5.19 (95% CI 3.97-6.80), negative likelihood ratio of 0.18 (95% CI 0.13-0.23), diagnostic odds ratio of 29.48 (95% CI 21.15-41.11), and area under the summary receiver operating characteristic curve of 0.91 (95% CI 0.88-0.93), with a strong correlation to CIMT (pooled coefficient 0.701; 95% CI 0.664-0.731). Bioinformatics analysis revealed a major role of the miRNAs, as shown by their relation with CCND1, KCTD15, SPARC, WWTR1, VEGFA genes, and multiple pathways involved in the pathogenesis of carotid atherosclerosis. CONCLUSION Circulating miRNAs had excellent accuracy in detecting subclinical carotid atherosclerosis, suggesting their utilisation as novel diagnostic tools.
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Affiliation(s)
| | - Visuddho Visuddho
- Medical Program, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Fan Maitri Aldian
- Medical Program, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | | | | | | | - Citrawati Dyah Kencono Wungu
- Department of Physiology and Medical Biochemistry, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia; Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia.
| | - Hendri Susilo
- Department of Cardiology and Vascular Medicine, Universitas Airlangga Hospital, Surabaya, Indonesia; Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Airlangga, Surabaya, Indonesia.
| | - Mochamad Yusuf Alsagaff
- Department of Cardiology and Vascular Medicine, Universitas Airlangga Hospital, Surabaya, Indonesia; Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Airlangga, Surabaya, Indonesia
| | - Mohammad Saifur Rohman
- Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya, Malang, Indonesia
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Raju S, Botts SR, Blaser M, Prajapati K, Ho TWW, Ching C, Galant NJ, Fiddes L, Wu R, Clift CL, Pham T, Lee WL, Singh SA, Aikawa E, Fish JE, Howe KL. Endothelial cells secrete small extracellular vesicles bidirectionally containing distinct cargo to uniquely reprogram vascular cells in the circulation and vessel wall. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.28.538787. [PMID: 37162986 PMCID: PMC10168399 DOI: 10.1101/2023.04.28.538787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Rationale Extracellular vesicles (EVs) contain bioactive cargo including microRNAs (miRNAs) and proteins that are released by cells as a form of cell-cell communication. Endothelial cells (ECs) form the innermost lining of all blood vessels and thereby interface with cells in the circulation as well as cells residing in the vascular wall. It is unknown whether ECs have the capacity to release EVs capable of governing recipient cells within two separate compartments, and how this is affected by endothelial activation commonly seen in atheroprone regions. Objective Given their boundary location, we propose that ECs utilize bidirectional release of distinct EV cargo in quiescent and activated states to communicate with cells within the circulation and blood vessel wall. Methods and Results EVs were isolated from primary human aortic endothelial cells (ECs) (+/-IL-1β activation), quantified, and analysed by miRNA transcriptomics and proteomics. Compared to quiescent ECs, activated ECs increased EV release, with miRNA and protein cargo that were related to atherosclerosis. RNA sequencing of EV-treated monocytes and smooth muscle cells (SMCs) revealed that EVs from activated ECs altered pathways that were pro-inflammatory and atherogenic. Apical and basolateral EV release was assessed using ECs on transwells. ECs released more EVs apically, which increased with activation. Apical and basolateral EV cargo contained distinct transcriptomes and proteomes that were altered by EC activation. Notably, basolateral EC-EVs displayed greater changes in the EV secretome, with pathways specific to atherosclerosis. In silico analysis determined that compartment-specific cargo released by the apical and basolateral surfaces of ECs can reprogram monocytes and SMCs, respectively. Conclusions The demonstration that ECs are capable of polarized EV cargo loading and directional EV secretion reveals a novel paradigm for endothelial communication, which may ultimately enhance our ability to design endothelial-based therapeutics for cardiovascular diseases such as atherosclerosis where ECs are persistently activated.
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Affiliation(s)
- Sneha Raju
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Division of Vascular Surgery, Toronto General Hospital, Toronto, Canada
- Faculty of Medicine, University of Toronto, Toronto ON, Canada
| | - Steven R. Botts
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Faculty of Medicine, University of Toronto, Toronto ON, Canada
| | - Mark Blaser
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Kamalben Prajapati
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
| | - Tse Wing Winnie Ho
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, Canada
| | - Crizza Ching
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
| | | | - Lindsey Fiddes
- Faculty of Medicine, University of Toronto, Toronto ON, Canada
| | - Ruilin Wu
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Cassandra L. Clift
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Tan Pham
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Warren L Lee
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, Canada
| | - Sasha A Singh
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Center for Excellence in Vascular Biology, Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Elena Aikawa
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Center for Excellence in Vascular Biology, Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jason E Fish
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Peter Munk Cardiac Centre, Toronto General Hospital, Toronto, Canada
| | - Kathryn L Howe
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Division of Vascular Surgery, Toronto General Hospital, Toronto, Canada
- Faculty of Medicine, University of Toronto, Toronto ON, Canada
- Peter Munk Cardiac Centre, Toronto General Hospital, Toronto, Canada
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8
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Xia F, Zeng Q. miR-125a-3p aggravates ox-LDL-induced HUVEC injury through BAMBI. J Biochem Mol Toxicol 2022; 36:e23198. [PMID: 35993694 DOI: 10.1002/jbt.23198] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/27/2022] [Accepted: 08/05/2022] [Indexed: 11/08/2022]
Abstract
Atherosclerosis (AS) is a chronic inflammatory disease characterized by the formation of atherosclerotic plaque in the intima of arteries. Among the known regulators of atherosclerosis, microRNAs (miRNAs) have been reported to play critical roles in lipoprotein homeostasis and plaque formation. But the roles of microRNA-125a-3p (miR-125a-3p) in the pathogenesis of AS remain unknown. Human umbilical vein endothelial cells (HUVECs) were treated with oxidized low-density lipoprotein (ox-LDL) to construct the vascular injury model of AS pathogenesis in vitro. miR-125a-3p and BMP and activin membrane-bound inhibitor (BAMBI) expression levels in HUVECs were then measured by quantitative real-time polymerase chain reaction and western blot. The viability and apoptosis of HUVECs were analyzed by Cell Counting Kit-8 assay, TUNEL assay, and flow cytometry, respectively. The relationship between BAMBI 3'-untranslated region and miR-125a-3p was validated by dual luciferase reporter gene assay. miR-125a-3p expression was raised in HUVECs induced with ox-LDL. In HUVECs, miR-125a-3p enhanced the effects of ox-LDL treatment on repressing the viability and promoting the apoptosis of cells. Additionally, BAMBI was confirmed as a direct target of miR-125a-3p and BAMBI overexpression reversed the effects of miR-125a-3p on HUVECs. miR-125a-3p aggravates the dysfunction of HUVECs induced by ox-LDL via BAMBI, which implies that miR-125a-3p is involved in the pathogenesis of AS.
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Affiliation(s)
- Feng Xia
- Department of Cardiovascular Surgery, Wuhan Asia General Hospital, Wuhan, Hubei, China
| | - Qingrong Zeng
- Department of Cardiovascular Surgery, Wuhan Asia General Hospital, Wuhan, Hubei, China
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9
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Ahmadi A, Bayatiani MR, Seif F, Ansari J, Rashidi P, Moghadasi M, Etemadi M. Evaluation of Radiotherapy on miR-374 Gene Expression in Colorectal Cancer Patient Blood Samples. Rep Biochem Mol Biol 2022; 10:614-621. [PMID: 35291612 PMCID: PMC8903365 DOI: 10.52547/rbmb.10.4.614] [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: 01/19/2021] [Accepted: 04/24/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Current cancer treatments include surgery, radiotherapy, chemotherapy, and immunotherapy. Despite these treatments, a main issue in cancer treatment is early detection. microRNAs (miRNAs) can be used as markers to diagnose and treat cancers. This study investigated the effect of radiotherapy on miR-374 expression, and APC and GSK-3β, two of its target genes, in the WNT pathway, in peripheral blood samples from radiotherapy-treated colorectal cancer (CRC) patients. METHODS Peripheral blood was collected from 25 patients before and after radiotherapy. RNA was extracted from the blood and cDNA synthesized. miR-374, APC, and GSK-3β expression was determined by real-time polymerase chain reaction (RT-PCR) and the amplicons were sequenced. Finally, the data were statistically evaluated. RESULTS Quantitative RT-PCR revealed significant down-regulation of miR-374 (0.63-fold) and up-regulation of APC (1.12-fold) and GSK-3β (1.22-fold) in CRC patients after five weeks of radiotherapy. Sequencing of PCR-produced amplicons confirmed the conservation of mature and precursor sequences encoding miR-374. miR-374 expression changed with time after radiotherapy treatment and related tumor grading. Increased age and tumor grade positively correlated with decreased miR-374 expression. CONCLUSION miR-374 expression, and that of its two target genes, APC and GSK-3β, changed after radiotherapy. These genes can likely be used as diagnostic radiotherapy markers in CRC.
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Affiliation(s)
- Azam Ahmadi
- Infectious Diseases Research Center (IDRC), Arak University of Medical Sciences, Arak, Iran.
| | - Mohammad Reza Bayatiani
- Department of Medical Physics and Radiotherapy, Arak University of Medical Sciences and Khansari Hospital, Arak, Iran.
| | - Fatemeh Seif
- Department of Medical Physics and Radiotherapy, Arak University of Medical Sciences and Khansari Hospital, Arak, Iran.
| | - Jamshid Ansari
- Department of Medical Physics and Radiotherapy, Arak University of Medical Sciences and Khansari Hospital, Arak, Iran.
| | - Parisa Rashidi
- Department of Medical Physics and Radiotherapy, Arak University of Medical Sciences and Khansari Hospital, Arak, Iran.
| | - Mona Moghadasi
- Students Research Committee, Arak University of Medical Sciences, Arak, Iran.
| | - Mobarakeh Etemadi
- Students Research Committee, Arak University of Medical Sciences, Arak, Iran.
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10
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Liu X, Zheng X, Wang Y, Liu J. Dysregulation Serum miR-19a-3p is a Diagnostic Biomarker for Asymptomatic Carotid Artery Stenosis and a Promising Predictor of Cerebral Ischemia Events. Clin Appl Thromb Hemost 2021; 27:10760296211039287. [PMID: 34558328 PMCID: PMC8495512 DOI: 10.1177/10760296211039287] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
This study aims to identify the diagnostic potential of microRNA-19a-3p (miR-19a-3p) for asymptomatic carotid artery stenosis (CAS) and clinical predictive potential for cerebral ischemia events (CIEs). Serum samples from 101 asymptomatic CAS patients and 98 healthy controls were collected. And it was found that serum miR-19a-3p in asymptomatic CAS patients was generally elevated (P < .05). Increased miR-19a-3p in asymptomatic CAS was associated with severe CAS (odds ratio = 3.920, 95% confidence interval [CI] = 1.482-10.372, P < .01). The area under the receiver operating characteristic (ROC) curve (AUC) was 0.905, indicating that the level of miR-19a-3p was statistically significant for the diagnosis of asymptomatic CAS. Furthermore, the level of serum miR-19a-3p (hazard ratio [HR] = 8.507, 95% confidence interval [CI] = 2.239-32.328, P = .002) and degree of artery stenosis (HR = 3.695, 95% CI = 1.127-12.109, P = .031) were independent predictors of occurrence of CIE. Moreover, patients with elevated miR-19a-3p levels were more likely to experience CIE than patients with low levels. Upregulated miR-19a-3p can be used as a diagnostic biomarker for asymptomatic CAS patients and as an independent predictor of CIE.
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Affiliation(s)
- Xiaoliang Liu
- Department of Neurology, Baoji People's Hospital, Baoji, Shaanxi, China
| | - Xiaojun Zheng
- Department of Neurology, Baoji People's Hospital, Baoji, Shaanxi, China
| | - Ying Wang
- Department of Neurology, Baoji People's Hospital, Baoji, Shaanxi, China
| | - Juan Liu
- Department of Neurology, Baoji People's Hospital, Baoji, Shaanxi, China
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11
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Flowers E, Allen IE, Kanaya AM, Aouizerat BE. Circulating MicroRNAs predict glycemic improvement and response to a behavioral intervention. Biomark Res 2021; 9:65. [PMID: 34425916 PMCID: PMC8383422 DOI: 10.1186/s40364-021-00317-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 07/27/2021] [Indexed: 01/16/2023] Open
Abstract
Background MicroRNAs may be important regulators of risk for type 2 diabetes. The purpose of this longitudinal observational study was to assess whether circulating microRNAs predicted improvements in fasting blood glucose, a major risk factor for type 2 diabetes, over 12 months. Methods The study included participants (n = 82) from a previously completed trial that tested the effect of restorative yoga on individuals with prediabetes. Circulating microRNAs were measured using a flow cytometry miRNA assay. Linear models were used to determine the optimal sets of microRNA predictors overall and by intervention group. Results Subsets of microRNAs were significant predictors of final fasting blood glucose after 12-months (R2 = 0.754, p < 0.001) and changes in fasting blood glucose over 12-months (R2 = 0.731, p < 0.001). Three microRNAs (let-7c, miR-363, miR-374b) were significant for the control group only, however there was no significant interaction by intervention group. Conclusions Circulating microRNAs are significant predictors of fasting blood glucose in individuals with prediabetes. Among the identified microRNAs, several have previously been associated with risk for type 2 diabetes. This is one of the first studies to use a longitudinal design to assess whether microRNAs predict changes in fasting blood glucose over time. Further exploration of the function of the microRNAs included in these models may provide new insights about the complex etiology of type 2 diabetes and responses to behavioral risk reduction interventions. Trial registration This study was a secondary analysis of a previously completed clinical trial that is registered at clinicaltrials.gov (NCT01024816) on December 3, 2009. Supplementary Information The online version contains supplementary material available at 10.1186/s40364-021-00317-5.
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Affiliation(s)
- Elena Flowers
- Department of Physiological Nursing, University of California, San Francisco, 2 Koret Way, #605L, CA, 94143-0610, San Francisco, USA. .,Institute for Human Genetics, University of California, San Francisco, 2 Koret Way, #605L, CA , 94143-0610, San Francisco, USA.
| | - Isabel Elaine Allen
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA
| | - Alka M Kanaya
- Department of Epidemiology and Biostatistics, University of California, San Francisco, USA.,Department of Medicine, University of California, San Francisco, USA
| | - Bradley E Aouizerat
- Bluestone Center for Clinical Research, New York University, New York, USA.,Department of Oral and Maxillofacial Surgery, New York University, New York, USA
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12
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Wang S, Shao W, Gao Y, Zhao H, Du D. Diagnostic and Prognostic Significance of miR-675-3p in Patients With Atherosclerosis. Clin Appl Thromb Hemost 2021; 27:10760296211024754. [PMID: 34320871 PMCID: PMC8327005 DOI: 10.1177/10760296211024754] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
In recent years, a rising number of studies have confirmed that microRNA (miRNA)
plays a prominent role in the early diagnosis and prognostic value assessment of
cardiovascular diseases. The current study was conducted to examine the
expression of miR-675-3p in atherosclerosis (AS) patients and to evaluate its
clinical diagnosis and prognostic value. 110 AS patients and 70 healthy controls
were included in the study. Serum miR-675-3p levels were detected by
quantitative real-time PCR (qRT-PCR). The clinical diagnostic significance of
serum miR-675-3p in AS patients were investigated by the receiver operating
characteristic (ROC) curve. The correlation between miRNA and carotid
intima-media thickness (CIMT) was analyzed by the Spearman correlation
coefficient. The prognostic significance of serum miR-675-3p was evaluated by
the Kaplan-Meier method and Cox regression analysis. The patient’s serum
miR-675-3p was significantly increased than the healthy individuals
(P < 0.05). An increase of carotid intima-media
thickness (CIMT) was positively correlated with the promotion of serum
miR-675-3p levels. The area under the ROC curve (AUC) was 0.918, with high
sensitivity and specificity. miR-675-3p is a key independent predictor of
cardiovascular adverse events in AS patients (HR = 5.375, 95%CI = 1.590-18.170,
P = 0.007), and patients with elevated miR-675-3p were more
likely to have cardiovascular adverse events (log-rank P =
0.030). Increased miR-675-3p can be used as a potential marker for the diagnosis
of AS, and was associated with the poor prognosis of AS.
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Affiliation(s)
- Shuangquan Wang
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Wei Shao
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Yang Gao
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Hongwei Zhao
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Deyong Du
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
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13
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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: 1.2] [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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