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Pantaleão LC, Loche E, Fernandez-Twinn DS, Dearden L, Córdova-Casanova A, Osmond C, Salonen MK, Kajantie E, Niu Y, de Almeida-Faria J, Thackray BD, Mikkola TM, Giussani DA, Murray AJ, Bushell M, Eriksson JG, Ozanne SE. Programming of cardiac metabolism by miR-15b-5p, a miRNA released in cardiac extracellular vesicles following ischemia-reperfusion injury. Mol Metab 2024; 80:101875. [PMID: 38218535 PMCID: PMC10832484 DOI: 10.1016/j.molmet.2024.101875] [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: 10/27/2023] [Revised: 12/22/2023] [Accepted: 01/08/2024] [Indexed: 01/15/2024] Open
Abstract
OBJECTIVE We investigated the potential involvement of miRNAs in the developmental programming of cardiovascular diseases (CVD) by maternal obesity. METHODS Serum miRNAs were measured in individuals from the Helsinki Birth Cohort (with known maternal body mass index), and a mouse model was used to determine causative effects of maternal obesity during pregnancy and ischemia-reperfusion on offspring cardiac miRNA expression and release. RESULTS miR-15b-5p levels were increased in the sera of males born to mothers with higher BMI and in the hearts of adult mice born to obese dams. In an ex-vivo model of perfused mouse hearts, we demonstrated that cardiac tissue releases miR-15b-5p, and that some of the released miR-15b-5p was contained within small extracellular vesicles (EVs). We also demonstrated that release was higher from hearts exposed to maternal obesity following ischaemia/reperfusion. Over-expression of miR-15b-5p in vitro led to loss of outer mitochondrial membrane stability and to repressed fatty acid oxidation in cardiomyocytes. CONCLUSIONS These findings suggest that miR-15-b could play a mechanistic role in the dysregulation of cardiac metabolism following exposure to an in utero obesogenic environment and that its release in cardiac EVs following ischaemic damage may be a novel factor contributing to inter-organ communication between the programmed heart and peripheral tissues.
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Affiliation(s)
- Lucas C Pantaleão
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK
| | - Elena Loche
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK
| | - Denise S Fernandez-Twinn
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK
| | - Laura Dearden
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK
| | - Adriana Córdova-Casanova
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK
| | - Clive Osmond
- MRC Lifecourse Epidemiology Unit, University of Southampton, UK
| | - Minna K Salonen
- Finnish Institute for Health and Welfare, Public Health Unit, Finland
| | - Eero Kajantie
- Finnish Institute for Health and Welfare, Public Health Unit, Finland; Clinical Medicine Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Youguo Niu
- Department of Physiology, Development, and Neuroscience, University of Cambridge, Cambridge, UK
| | - Juliana de Almeida-Faria
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK
| | - Benjamin D Thackray
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK; Department of Physiology, Development, and Neuroscience, University of Cambridge, Cambridge, UK
| | - Tuija M Mikkola
- Finnish Institute for Health and Welfare, Public Health Unit, Finland; Folkhalsan Research Center, Helsinki, Finland; Faculty of Medicine, University of Helsinki, Finland
| | - Dino A Giussani
- Department of Physiology, Development, and Neuroscience, University of Cambridge, Cambridge, UK
| | - Andrew J Murray
- Department of Physiology, Development, and Neuroscience, University of Cambridge, Cambridge, UK
| | - Martin Bushell
- CRUK Beatson Institute, Garscube Estate, Switchback Road, Bearsden, Glasgow, G61 1BD, UK
| | - Johan G Eriksson
- Folkhalsan Research Center, Helsinki, Finland; Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Finland; Singapore Institute for Clinical Sciences, Agency for Science Technology and Research, Singapore, Singapore; Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Susan E Ozanne
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, Cambridge, UK.
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Zalivina I, Barwari T, Yin X, Langley SR, Barallobre-Barreiro J, Wakimoto H, Zampetaki A, Mayr M, Avkiran M, Eminaga S. Inhibition of miR-199a-3p in a murine hypertrophic cardiomyopathy (HCM) model attenuates fibrotic remodeling. JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY PLUS 2023; 6:100056. [PMID: 38143961 PMCID: PMC10739604 DOI: 10.1016/j.jmccpl.2023.100056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 11/13/2023] [Accepted: 11/20/2023] [Indexed: 12/26/2023]
Abstract
Background Hypertrophic cardiomyopathy (HCM) is an autosomal dominant genetic disorder, characterized by cardiomyocyte hypertrophy, cardiomyocyte disarray and fibrosis, which has a prevalence of ∼1: 200-500 and predisposes individuals to heart failure and sudden death. The mechanisms through which diverse HCM-causing mutations cause cardiac dysfunction remain mostly unknown and their identification may reveal new therapeutic avenues. MicroRNAs (miRNAs) have emerged as critical regulators of gene expression and disease phenotype in various pathologies. We explored whether miRNAs could play a role in HCM pathogenesis and offer potential therapeutic targets. Methods and results Using high-throughput miRNA expression profiling and qPCR analysis in two distinct mouse models of HCM, we found that miR-199a-3p expression levels are upregulated in mutant mice compared to age- and treatment-matched wild-type mice. We also found that miR-199a-3p expression is enriched in cardiac non-myocytes compared to cardiomyocytes. When we expressed miR-199a-3p mimic in cultured murine primary cardiac fibroblasts and analyzed the conditioned media by proteomics, we found that several extracellular matrix (ECM) proteins (e.g., TSP2, FBLN3, COL11A1, LYOX) were differentially secreted (data are available via ProteomeXchange with identifier PXD042904). We confirmed our proteomics findings by qPCR analysis of selected mRNAs and demonstrated that miR-199a-3p mimic expression in cardiac fibroblasts drives upregulation of ECM gene expression, including Tsp2, Fbln3, Pcoc1, Col1a1 and Col3a1. To examine the role of miR-199a-3p in vivo, we inhibited its function using lock-nucleic acid (LNA)-based inhibitors (antimiR-199a-3p) in an HCM mouse model. Our results revealed that progression of cardiac fibrosis is attenuated when miR-199a-3p function is inhibited in mild-to-moderate HCM. Finally, guided by computational target prediction algorithms, we identified mRNAs Cd151 and Itga3 as direct targets of miR-199a-3p and have shown that miR-199a-3p mimic expression negatively regulates AKT activation in cardiac fibroblasts. Conclusions Altogether, our results suggest that miR-199a-3p may contribute to cardiac fibrosis in HCM through its actions in cardiac fibroblasts. Thus, inhibition of miR-199a-3p in mild-to-moderate HCM may offer therapeutic benefit in combination with complementary approaches that target the primary defect in cardiac myocytes.
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Affiliation(s)
- Irina Zalivina
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
| | - Temo Barwari
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
| | - Xiaoke Yin
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
| | - Sarah R. Langley
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | | | - Hiroko Wakimoto
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Anna Zampetaki
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
| | - Manuel Mayr
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
| | - Metin Avkiran
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
| | - Seda Eminaga
- King's College London, British Heart Foundation Centre of Research Excellence, London, United Kingdom
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3
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Nappi F, Avtaar Singh SS, Jitendra V, Alzamil A, Schoell T. The Roles of microRNAs in the Cardiovascular System. Int J Mol Sci 2023; 24:14277. [PMID: 37762578 PMCID: PMC10531750 DOI: 10.3390/ijms241814277] [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] [Received: 07/25/2023] [Revised: 09/14/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
The discovery of miRNAs and their role in disease represent a significant breakthrough that has stimulated and propelled research on miRNAs as targets for diagnosis and therapy. Cardiovascular disease is an area where the restrictions of early diagnosis and conventional pharmacotherapy are evident and deserve attention. Therefore, miRNA-based drugs have significant potential for development. Research and its application can make considerable progress, as seen in preclinical and clinical trials. The use of miRNAs is still experimental but has a promising role in diagnosing and predicting a variety of acute coronary syndrome presentations. Its use, either alone or in combination with currently available biomarkers, might be adopted soon, particularly if there is diagnostic ambiguity. In this review, we examine the current understanding of miRNAs as possible targets for diagnosis and treatment in the cardiovascular system. We report on recent advances in recognising and characterising miRNAs with a focus on clinical translation. The latest challenges and perspectives towards clinical application are discussed.
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Affiliation(s)
- Francesco Nappi
- Department of Cardiac Surgery, Centre Cardiologique du Nord, 93200 Saint-Denis, France; (A.A.); (T.S.)
| | | | - Vikram Jitendra
- Department of Cardiothoracic Surgery, Aberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK;
| | - Almothana Alzamil
- Department of Cardiac Surgery, Centre Cardiologique du Nord, 93200 Saint-Denis, France; (A.A.); (T.S.)
| | - Thibaut Schoell
- Department of Cardiac Surgery, Centre Cardiologique du Nord, 93200 Saint-Denis, France; (A.A.); (T.S.)
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González‐López P, Álvarez‐Villarreal M, Ruiz‐Simón R, López‐Pastor AR, de Ceniga MV, Esparza L, Martín‐Ventura JL, Escribano Ó, Gómez‐Hernández A. Role of miR-15a-5p and miR-199a-3p in the inflammatory pathway regulated by NF-κB in experimental and human atherosclerosis. Clin Transl Med 2023; 13:e1363. [PMID: 37605307 PMCID: PMC10442475 DOI: 10.1002/ctm2.1363] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 07/26/2023] [Accepted: 08/05/2023] [Indexed: 08/23/2023] Open
Abstract
BACKGROUND Cardiovascular diseases (CVDs) prevalence has significantly increased in the last decade and atherosclerosis development is the main trigger. MicroRNAs (miRNAs) are non-coding RNAs that negatively regulate gene expression of their target and their levels are frequently altered in CVDs. METHODS By RT-qPCR, we analysed miR-9-5p, miR-15a-5p, miR-16-5p and miR-199a-3p levels in aorta from apolipoprotein knockout (ApoE-/- ) mice, an experimental model of hyperlipidemia-induced atherosclerosis, and in human aortic and carotid atherosclerotic samples. By in silico studies, Western blot analysis and immunofluorescence studies, we detected the targets of the altered miRNAs. RESULTS Our results show that miR-15a-5p and miR-199a-3p are significantly decreased in carotid and aortic samples from patients and mice with atherosclerosis. In addition, we found an increased expression in targets of both miRNAs that participate in the inflammatory pathway of nuclear factor kappa B (NF-κB), such as IKKα, IKKβ and p65. In human vein endothelial cells (HUVECs) and vascular smooth muscle cells (VSMCs), the overexpression of miR-15a-5p or miR-199a-3p decreased IKKα, IKKβ and p65 protein levels as well as NF-κB activation. On the other hand, miR-15a-5p and miR-199a-3p overexpression reduced ox-LDL uptake and the inflammation regulated by NF-κB in VSMCs. Moreover, although miR-15a-5p and miR-199a-3p were significantly increased in exosomes from patients with advanced carotid atherosclerosis, only in the ROC analyses for miR-15a-5p, the area under the curve was 0.8951 with a p value of .0028. CONCLUSIONS Our results suggest that the decrease of miR-199a-3p and miR-15a-5p in vascular samples from human and experimental atherosclerosis could be involved in the NF-κB activation pathway, as well as in ox-LDL uptake by VSMCs, contributing to inflammation and progression atherosclerosis. Finally, miR-15a-5p could be used as a novel diagnostic biomarker for advanced atherosclerosis.
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Affiliation(s)
- Paula González‐López
- Hepatic and Vascular Diseases Laboratory. Biochemistry and Molecular Biology Department, School of PharmacyComplutense University of MadridMadridSpain
| | - Marta Álvarez‐Villarreal
- Hepatic and Vascular Diseases Laboratory. Biochemistry and Molecular Biology Department, School of PharmacyComplutense University of MadridMadridSpain
| | - Rubén Ruiz‐Simón
- Hepatic and Vascular Diseases Laboratory. Biochemistry and Molecular Biology Department, School of PharmacyComplutense University of MadridMadridSpain
| | - Andrea R. López‐Pastor
- Hepatic and Vascular Diseases Laboratory. Biochemistry and Molecular Biology Department, School of PharmacyComplutense University of MadridMadridSpain
| | - Melina Vega de Ceniga
- Department of Angiology and Vascular SurgeryHospital of Galdakao‐UsansoloGaldakaoBizkaiaSpain
- Biocruces Bizkaia Health Research InstituteBarakaldoBizkaiaSpain
| | - Leticia Esparza
- Department of Angiology and Vascular SurgeryHospital of Galdakao‐UsansoloGaldakaoBizkaiaSpain
- Biocruces Bizkaia Health Research InstituteBarakaldoBizkaiaSpain
| | | | - Óscar Escribano
- Hepatic and Vascular Diseases Laboratory. Biochemistry and Molecular Biology Department, School of PharmacyComplutense University of MadridMadridSpain
| | - Almudena Gómez‐Hernández
- Hepatic and Vascular Diseases Laboratory. Biochemistry and Molecular Biology Department, School of PharmacyComplutense University of MadridMadridSpain
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5
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Manni E, Jeffery N, Chambers D, Slade L, Etheridge T, Harries LW. An evaluation of the role of miR-361-5p in senescence and systemic ageing. Exp Gerontol 2023; 174:112127. [PMID: 36804517 DOI: 10.1016/j.exger.2023.112127] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 02/19/2023]
Abstract
Senescent cells are key regulators of ageing and age-associated disease. MicroRNAs (miRs) are a key component of the molecular machinery governing cellular senescence, with several known to regulate important genes associated with this process. We sought to identify miRs associated with both senescence and reversal by pinpointing those showing opposing directionality of effect in senescence and in response to senotherapy. Cellular senescence phenotypes were assessed in primary human endothelial cells following targeted manipulation of emergent miRNAs. Finally, the effect of conserved target gene knockdown on lifespan and healthspan was assessed in a C. elegans system in vivo. Three miRNAs (miR-5787, miR-3665 and miR-361-5p) demonstrated associations with both senescence and rejuvenation, but miR-361-5p alone demonstrated opposing effects in senescence and rescue. Treatment of late passage human endothelial cells with a miR-361-5p mimic caused a 14 % decrease in the senescent load of the culture. RNAi gene knockdown of conserved miR-361-5p target genes in a C. elegans model however resulted in adverse effects on healthspan and/or lifespan. Although miR-361-5p may attenuate aspects of the senescence phenotype in human primary endothelial cells, many of its validated target genes also play essential roles in the regulation or formation of the cytoskeletal network, or its interaction with the extracellular matrix. These processes are essential for cell survival and cell function. Targeting miR-361-5p alone may not represent a promising target for future senotherapy; more sophisticated approaches to attenuate its interaction with specific targets without roles in essential cell processes would be required.
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Affiliation(s)
- Emad Manni
- University of Exeter Medical School, Faculty of Health and Life Sciences, Barrack Road, Exeter EX2 5DW, UK
| | - Nicola Jeffery
- University of Exeter Medical School, Faculty of Health and Life Sciences, Barrack Road, Exeter EX2 5DW, UK
| | - David Chambers
- Wolfson Centre for Age-Related Diseases, King's College London, London WC2R 2LS, UK
| | - Luke Slade
- Department of Sport and Health Sciences, College of Life and Environmental Sciences, University of Exeter, Exeter EX1 2LU, UK
| | - Timothy Etheridge
- Department of Sport and Health Sciences, College of Life and Environmental Sciences, University of Exeter, Exeter EX1 2LU, UK
| | - Lorna W Harries
- University of Exeter Medical School, Faculty of Health and Life Sciences, Barrack Road, Exeter EX2 5DW, UK.
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Brown C, Mantzaris M, Nicolaou E, Karanasiou G, Papageorgiou E, Curigliano G, Cardinale D, Filippatos G, Memos N, Naka KK, Papakostantinou A, Vogazianos P, Ioulianou E, Shammas C, Constantinidou A, Tozzi F, Fotiadis DI, Antoniades A. A systematic review of miRNAs as biomarkers for chemotherapy-induced cardiotoxicity in breast cancer patients reveals potentially clinically informative panels as well as key challenges in miRNA research. CARDIO-ONCOLOGY 2022; 8:16. [PMID: 36071532 PMCID: PMC9450324 DOI: 10.1186/s40959-022-00142-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 08/02/2022] [Indexed: 12/01/2022]
Abstract
Breast cancer patients are at a particularly high risk of cardiotoxicity from chemotherapy having a detrimental effect on quality-of-life parameters and increasing the risk of mortality. Prognostic biomarkers would allow the management of therapies to mitigate the risks of cardiotoxicity in vulnerable patients and a key potential candidate for such biomarkers are microRNAs (miRNA). miRNAs are post-transcriptional regulators of gene expression which can also be released into the circulatory system and have been associated with the progression of many chronic diseases including many types of cancer. In this review, the evidence for the potential application of miRNAs as biomarkers for chemotherapy-induced cardiotoxicity (CIC) in breast cancer patientsis evaluated and a simple meta-analysis is performed to confirm the replication status of each reported miRNA. Further selection of miRNAs is performed by reviewing the reported associations of each miRNA with other cardiovascular conditions. Based on this research, the most representative panels targeting specific chemotherapy agents and treatment regimens are suggested, that contain several informative miRNAs, including both general markers of cardiac damage as well as those for the specific cancer treatments.
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7
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Zhang M, Hu Y, Li H, Guo X, Zhong J, He S. miR-22-3p as a potential biomarker for coronary artery disease based on integrated bioinformatics analysis. Front Genet 2022; 13:936937. [PMID: 36105099 PMCID: PMC9464939 DOI: 10.3389/fgene.2022.936937] [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: 05/05/2022] [Accepted: 07/18/2022] [Indexed: 11/23/2022] Open
Abstract
Background: Coronary artery disease (CAD) is a common cardiovascular disease that has attracted attention worldwide due to its high morbidity and mortality. Recent studies have shown that abnormal microRNA (miRNA) expression is effective in CAD diagnoses and processes. However, the potential relationship between miRNAs and CAD remains unclear. Methods: Microarray datasets GSE105449 and GSE28858 were downloaded directly from the Gene Expression Omnibus (GEO) to identify miRNAs involved in CAD. Target gene prediction and enrichment analyses were performed using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG). Results: There were nine differentially expressed miRNAs in CAD patients compared to the controls. A total of 352 genes were predicted and subjected to GO analysis, which showed that differentially expressed genes (DEGs) were mainly associated with axon guidance, neuron projection guidance, neuron-to-neuron synapses, and postsynaptic density. According to the KEGG pathway analysis, the most enriched pathways were those involved in transcriptional misregulation in cancer, growth hormone synthesis, secretion and action, endocrine resistance, axon guidance, and Cushing syndrome. Pathway analysis was mainly involved in the HIPPO and prion disease signaling pathways. Furthermore, a competing endogenous RNA (ceRNA) interaction network centered on miR-22-3p revealed eight related transcription factors in the cardiovascular system. The receiver operating characteristic (ROC) curve analysis suggested that miR-22-3p may be a better CAD predictor. Conclusion: The results indicate that miR-22-3p may function in pathophysiological CAD processes. Our study potentiates miR-22-3p as a specific biomarker for diagnosing CAD.
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Affiliation(s)
- Minghua Zhang
- Department of Cardiovascular Medicine, Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
- *Correspondence: Minghua Zhang,
| | - Yan Hu
- Nursing Department, Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Haoda Li
- Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Xiaozi Guo
- Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Junhui Zhong
- Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Sha He
- Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
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8
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D’Alessandra Y, Valerio V, Moschetta D, Massaiu I, Bozzi M, Conte M, Parisi V, Ciccarelli M, Leosco D, Myasoedova VA, Poggio P. Extraction-Free Absolute Quantification of Circulating miRNAs by Chip-Based Digital PCR. Biomedicines 2022; 10:biomedicines10061354. [PMID: 35740375 PMCID: PMC9220272 DOI: 10.3390/biomedicines10061354] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/01/2022] [Accepted: 06/03/2022] [Indexed: 11/17/2022] Open
Abstract
Circulating microRNAs (miRNA) have been proposed as specific biomarkers for several diseases. Quantitative Real-Time PCR (RT-qPCR) is the gold standard technique currently used to evaluate miRNAs expression from different sources. In the last few years, digital PCR (dPCR) emerged as a complementary and accurate detection method. When dealing with gene expression, the first and most delicate step is nucleic-acid isolation. However, all currently available protocols for RNA extraction suffer from the variable loss of RNA species due to the chemicals and number of steps involved, from sample lysis to nucleic acid elution. Here, we evaluated a new process for the detection of circulating miRNAs, consisting of sample lysis followed by direct evaluation by dPCR in plasma from healthy donors and in the cardiovascular setting. Our results showed that dPCR is able to detect, with high accuracy, low-copy-number as well as highly expressed miRNAs in human plasma samples without the need for RNA extraction. Moreover, we assessed a known myocardial infarction-related miR-133a in acute myocardial infarct patients vs. healthy subjects. In conclusion, our results show the suitability of the extraction-free quantification of circulating miRNAs as disease markers by direct dPCR.
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Affiliation(s)
- Yuri D’Alessandra
- Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (Y.D.); (V.V.); (D.M.); (I.M.); (M.B.); (V.A.M.)
| | - Vincenza Valerio
- Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (Y.D.); (V.V.); (D.M.); (I.M.); (M.B.); (V.A.M.)
| | - Donato Moschetta
- Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (Y.D.); (V.V.); (D.M.); (I.M.); (M.B.); (V.A.M.)
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, 20122 Milan, Italy
| | - Ilaria Massaiu
- Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (Y.D.); (V.V.); (D.M.); (I.M.); (M.B.); (V.A.M.)
| | - Michele Bozzi
- Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (Y.D.); (V.V.); (D.M.); (I.M.); (M.B.); (V.A.M.)
| | - Maddalena Conte
- Department of Translational Medical Sciences, University of Naples Federico II, 80138 Naples, Italy; (M.C.); (V.P.); (D.L.)
- Casa di Cura San Michele, 81024 Maddaloni, Italy
| | - Valentina Parisi
- Department of Translational Medical Sciences, University of Naples Federico II, 80138 Naples, Italy; (M.C.); (V.P.); (D.L.)
| | - Michele Ciccarelli
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy;
| | - Dario Leosco
- Department of Translational Medical Sciences, University of Naples Federico II, 80138 Naples, Italy; (M.C.); (V.P.); (D.L.)
| | - Veronika A. Myasoedova
- Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (Y.D.); (V.V.); (D.M.); (I.M.); (M.B.); (V.A.M.)
| | - Paolo Poggio
- Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (Y.D.); (V.V.); (D.M.); (I.M.); (M.B.); (V.A.M.)
- Correspondence: ; Tel.: +39-02-5800-2853
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9
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MiR-199a-3p Restrains Foaming and Inflammation by Regulating RUNX1 in Macrophages. Mol Biotechnol 2022; 64:1130-1142. [DOI: 10.1007/s12033-022-00484-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/20/2022] [Indexed: 10/18/2022]
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10
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Wang YZ, Lu J, Li YY, Zhong YJ, Yang CF, Zhang Y, Huang LH, Huang SM, Li QR, Wu D, Song MW, Shi L, Li L, Li YW. microRNA-378b regulates ethanol-induced hepatic steatosis by targeting CaMKK2 to mediate lipid metabolism. Bioengineered 2021; 12:12659-12676. [PMID: 34898362 PMCID: PMC8810039 DOI: 10.1080/21655979.2021.2003677] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 11/02/2021] [Accepted: 11/03/2021] [Indexed: 12/15/2022] Open
Abstract
Alcoholic liver disease (ALD) has seriously harmed the health of people worldwide, but its underlying mechanisms remain unclear. This study aims to clarify the biological function of microRNA-378b (miR-378b) in ethanol (EtOH)-induced hepatic lipid accumulation. Here, we report miR-378b is over-expressed in EtOH-induced cells and EtOH-fed mice and finally accelerates lipid accumulation. MiR-378b directly targets Ca2+/calmodulin-dependent protein kinase kinase 2 (CaMKK2), a kinase of AMP-activated protein kinase (AMPK), and mediates the protein level of CaMKK2. Over-expression of miR-378b exacerbated the lipid accumulation induced by EtOH and inhibited CaMKK2 and the AMPK cascade while inhibition of miR-378b ameliorated lipid metabolism dysfunction in vivo and in vitro. In brief, our results show that miR-378b plays an important role in the regulation of lipid metabolism by directly targeting CaMKK2.
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Affiliation(s)
- Ying-Zhao Wang
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Jun Lu
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Yuan-Yuan Li
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Yu-Juan Zhong
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Cheng-Fang Yang
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Yan Zhang
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Li-Hua Huang
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Su-Mei Huang
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Qi-Ran Li
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Dan Wu
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Meng-Wei Song
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Lin Shi
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Li Li
- College of Pharmacy, Guilin Medical University, Guilin, China
| | - Yong-Wen Li
- College of Pharmacy, Guilin Medical University, Guilin, China
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin, China
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11
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Belli R, Ferraro E, Molfino A, Carletti R, Tambaro F, Costelli P, Muscaritoli M. Liquid Biopsy for Cancer Cachexia: Focus on Muscle-Derived microRNAs. Int J Mol Sci 2021; 22:ijms22169007. [PMID: 34445710 PMCID: PMC8396502 DOI: 10.3390/ijms22169007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/16/2021] [Accepted: 08/18/2021] [Indexed: 12/13/2022] Open
Abstract
Cancer cachexia displays a complex nature in which systemic inflammation, impaired energy metabolism, loss of muscle and adipose tissues result in unintentional body weight loss. Cachectic patients have a poor prognosis and the presence of cachexia reduces the tolerability of chemo/radio-therapy treatments and it is frequently the primary cause of death in advanced cancer patients. Early detection of this condition could make treatments more effective. However, early diagnostic biomarkers of cachexia are currently lacking. In recent years, although solid biopsy still remains the "gold standard" for diagnosis of cancer, liquid biopsy is gaining increasing interest as a source of easily accessible potential biomarkers. Moreover, the growing interest in circulating microRNAs (miRNAs), has made these molecules attractive for the diagnosis of several diseases, including cancer. Some muscle-derived circulating miRNA might play a pivotal role in the onset/progression of cancer cachexia. This topic is of great interest since circulating miRNAs might be easily detectable by means of liquid biopsies and might allow an early diagnosis of this syndrome. We here summarize the current knowledge on circulating muscular miRNAs involved in muscle atrophy, since they might represent easily accessible and promising biomarkers of cachexia.
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Affiliation(s)
- Roberta Belli
- Department of Translational and Precision Medicine, Sapienza University, 00185 Rome, Italy; (A.M.); (R.C.); (F.T.)
- Correspondence: (R.B.); (M.M.); Tel./Fax: +390-649-972-020 (M.M.)
| | - Elisabetta Ferraro
- Unit of Cell and Developmental Biology, Department of Biology, University of Pisa, 56126 Pisa, Italy;
| | - Alessio Molfino
- Department of Translational and Precision Medicine, Sapienza University, 00185 Rome, Italy; (A.M.); (R.C.); (F.T.)
| | - Raffaella Carletti
- Department of Translational and Precision Medicine, Sapienza University, 00185 Rome, Italy; (A.M.); (R.C.); (F.T.)
| | - Federica Tambaro
- Department of Translational and Precision Medicine, Sapienza University, 00185 Rome, Italy; (A.M.); (R.C.); (F.T.)
| | - Paola Costelli
- Department of Clinical and Biological Sciences, University of Torino, 10124 Torino, Italy;
| | - Maurizio Muscaritoli
- Department of Translational and Precision Medicine, Sapienza University, 00185 Rome, Italy; (A.M.); (R.C.); (F.T.)
- Correspondence: (R.B.); (M.M.); Tel./Fax: +390-649-972-020 (M.M.)
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12
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Zhou Y, Wang Y, Wang L, Zhang J, Liu X. Decreased microRNA-768-3p expression indicates a poor prognosis in patients with breast cancer and promotes breast cancer cell viability, migration and invasion. Oncol Lett 2021; 22:579. [PMID: 34122630 PMCID: PMC8190777 DOI: 10.3892/ol.2021.12840] [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: 11/06/2020] [Accepted: 02/24/2021] [Indexed: 11/06/2022] Open
Abstract
Breast cancer is the most common malignancy in women and microRNA-768-3p (miR-768-3p) is abnormally expressed in hepatocellular carcinoma, non-small cell lung carcinomas and melanoma. The aim of the present study was to evaluate the prognostic value and biological function of miR-768-3p in breast cancer. The expression of miR-768-3p in tumor tissues and adjacent tissues of 116 patients with breast cancer obtained by surgery and normal breast cell lines MCF-10A and breast cancer cell lines (MCF-7, MDA-MB-231, T-47D and SK-BR-3) were detected by reverse transcription-quantitative PCR. The association between miR-768-3p expression and the clinicopathological characteristics of patients was analyzed using the χ2 test. In addition, the Kaplan-Meier method was used for survival analysis. A Cox regression model was used to examine the effect of miR-768-3p on the prognosis of patients with breast cancer. Hemocytometer cell counting and Transwell assays were used to detect the effects of miR-768-3p on the characteristics of breast cancer cells. The target genes of miR-768-3p in breast cancer were identified by bioinformatics software and detected by luciferase reporter assay. Compared with normal tissues and normal breast cancer cells, miR-768-3p was significantly decreased in breast cancer tissues and cancer cells (P<0.001). The reduction in miR-768-3p was significantly associated with lymph node metastasis (P=0.040), Tumor Node Metastasis stage (P=0.035), and cancer subtype (P=0.008). In addition, patients with low miR-768-3p expression had a shorter overall survival time (log-rank P=0.022) compared with those with high expression and miR-768-3p may be a potential prognostic marker (hazard ratio=4.637; 95% confidence interval=1.296-16.597; P=0.018). When transfected with miR-768-3p inhibitor, cell viability, migration and invasion were significantly promoted compared with the control group (P<0.05). In addition, eukaryotic translation initiation factor 4E (eIF4E) was the target gene of miR-768-3p in breast cancer. All experiments confirmed that miR-768-3p, a tumor suppressor, inhibited the viability, migration and invasion of breast cancer cells through eIF4E. miR-768-3p may be a potential prognostic marker of breast cancer and may participate in the progression of breast cancer.
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Affiliation(s)
- Yanhua Zhou
- Department of Oncology, Affiliated Hospital of Weifang Medical University, Weifang, Shandong 261031, P.R. China
| | - Ying Wang
- Department of Quality Control Division, Affiliated Hospital of Weifang Medical University, Weifang, Shandong 261031, P.R. China
| | - Lili Wang
- Department of Operating Room, Affiliated Hospital of Weifang Medical University, Weifang, Shandong 261031, P.R. China
| | - Jing Zhang
- Department of Oncology, Affiliated Hospital of Weifang Medical University, Weifang, Shandong 261031, P.R. China
| | - Xin Liu
- Department of Oncology, Affiliated Hospital of Weifang Medical University, Weifang, Shandong 261031, P.R. China
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13
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Dai H, Wang J, Shi Z, Ji X, Huang Y, Zhou R. Predictive value of miRNA-21 on coronary restenosis after percutaneous coronary intervention in patients with coronary heart disease: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e24966. [PMID: 33725861 PMCID: PMC7969307 DOI: 10.1097/md.0000000000024966] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 02/10/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Evidence reveals that microRNA (miRNA) can predict coronary restenosis in patients suffering from coronary heart disease (CHD) after percutaneous coronary intervention (PCI). Perhaps, miRNA-21 is a promising biomarker for the diagnosis of coronary restenosis after PCI. However, the accuracy of miRNA-21 has not been systematically evaluated. Therefore, it is necessary to perform meta-analysis to certify the diagnostic values of miRNA-21 on coronary restenosis after PCI. METHODS China National Knowledge Infrastructure, Wanfang, VIP, and China Biology Medicine disc, PubMed, EMBASE, Cochrane Library, and Web of Science were searched for relevant studies to explore the potential diagnostic values of miRNA-21 on coronary restenosis after PCI from inception to January 2021. All data were extracted by 2 experienced researchers independently. The risk of bias about the meta-analysis was confirmed by the Quality Assessment of Diagnostic Accuracy Studies-2. The data extracted were synthesized and heterogeneity was investigated as well. All of the above statistical analyses were carried out with Stata 16.0. RESULTS This study proved the pooled diagnostic performance of miRNA-21 on coronary restenosis after PCI. CONCLUSION This study clarified confusions about the specificity and sensitivity of miRNA-21 on coronary restenosis after PCI, thus further guiding their promotion and application. ETHICS AND DISSEMINATION Ethical approval is not required for this study. The systematic review will be published in a peer-reviewed journal, presented at conferences, and shared on social media platforms. This review would be disseminated in a peer-reviewed journal or conference presentations. OSF REGISTRATION NUMBER DOI 10.17605/OSF.IO/356QK.
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Affiliation(s)
| | | | | | | | | | - Rui Zhou
- Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People's Hospital, Wenzhou, Zhejiang province, China
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14
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Zhang W, Chang G, Cao L, Ding G. Dysregulation of serum miR-361-5p serves as a biomarker to predict disease onset and short-term prognosis in acute coronary syndrome patients. BMC Cardiovasc Disord 2021; 21:74. [PMID: 33546604 PMCID: PMC7863490 DOI: 10.1186/s12872-021-01891-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Accepted: 01/25/2021] [Indexed: 02/08/2023] Open
Abstract
Background Serum microRNAs (miRNAs) have been used as novel biomarkers for various diseases, including acute coronary syndrome (ACS). This study aimed to investigate the expression and clinical significance of microRNA-361-5p (miR-361-5p) in patients with ACS. Methods This study included 118 ACS patients, 78 patients with stable coronary heart disease (SCHD) and 66 healthy controls. MiR-361-5p expression was measured by qRT-PCR. The diagnostic value of miR-361-5p was evaluated by the ROC analysis. A 30-day follow-up was performed for the patients from hospitalization, and Kaplan–Meier curves and logistics analysis were used to evaluate the ability of miR-361-5p to predict the occurrence of major adverse cardiac events (MACE). ELISA kits were used to detect the levels of endothelial dysfunction (ED) markers, including vascular cell adhesion molecule 1 (VCAM-1), intercellular adhesion molecule 1 (ICAM-1) and E-selectin. Results The expression of miR-361-5p was significantly increased in patients with SCHD and ACS, and positively correlated with Gensini scores. Serum miR-361-5p expression had a high diagnostic accuracy for distinguishing ACS from health controls and SCHD patients. ACS patients with high expression of miR-361-5p had a higher probability of developing MACE. MiR-361-5p expression was an independent risk factor for the occurrence of MACE in ACS patients, and was positively correlated with the levels of VCAM-1, ICAM-1 and E-selectin. Conclusion All data indicated that miR-361-5p expression was significantly increased in ACS patients. Aberrant miR-361-5p expression in ACS might be a candidate biomarker for ACS diagnosis and the the prediction of MACE onset.
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Affiliation(s)
- Wenqing Zhang
- Department of Geriatrics, Yidu Central Hospital of Weifang, WeifangShandong, 262500, China
| | - Guannan Chang
- Department of Cardiology, Yidu Central Hospital of Weifang, No. 4138, Linglongshan South Road, Qingzhou, Weifang, 262500, Shandong, China.
| | - Liya Cao
- Department of Gynecology Ward II, Yidu Central Hospital of Weifang, Weifang, 262500, Shandong, China
| | - Gang Ding
- Department of Science and Education, Yidu Central Hospital of Weifang, Weifang, 262500, Shandong, China
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15
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Du H, Zhao Y, Yin Z, Wang DW, Chen C. The role of miR-320 in glucose and lipid metabolism disorder-associated diseases. Int J Biol Sci 2021; 17:402-416. [PMID: 33613101 PMCID: PMC7893589 DOI: 10.7150/ijbs.53419] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/21/2020] [Indexed: 02/06/2023] Open
Abstract
Glucose and lipids are important nutrients that provide the majority of energy for each organ to maintain homeostasis of the body. With the continuous improvement in living standards, the incidence of metabolic disorder-associated diseases, such as diabetes, hyperlipidemia, and atherosclerosis, is increasing worldwide. Among them, diabetes, which could be induced by both glucose and lipid metabolic disorders, is one of the five diseases with the highest incidence and mortality worldwide. However, the detailed molecular mechanisms underlying glucose and lipid metabolism disorders and target-organ damage are still not fully defined. MicroRNAs (miRNAs) are small, non-coding, single-stranded RNAs, which usually affect their target mRNAs in the cytoplasm by post-transcriptional regulation. Previously, we have found that miR-320 contributed to glucose and lipid metabolism via different signaling pathways. Most importantly, we identified that nuclear miR-320 mediated diabetes-induced cardiac dysfunction by activating the transcription of fatty acid metabolic genes to cause lipotoxicity in the heart. Here, we reviewed the roles of miR-320 in glucose and lipid metabolism and target-organ damage.
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Affiliation(s)
- Hengzhi Du
- Division of Cardiology, Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Yanru Zhao
- Division of Cardiology, Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Zhongwei Yin
- Division of Cardiology, Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Dao Wen Wang
- Division of Cardiology, Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Chen Chen
- Division of Cardiology, Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
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Su M, Niu Y, Dang Q, Qu J, Zhu D, Tang Z, Gou D. Circulating microRNA profiles based on direct S-Poly(T)Plus assay for detection of coronary heart disease. J Cell Mol Med 2020; 24:5984-5997. [PMID: 32343493 PMCID: PMC7294166 DOI: 10.1111/jcmm.15001] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Revised: 12/07/2019] [Accepted: 12/27/2019] [Indexed: 02/06/2023] Open
Abstract
Coronary heart disease (CHD) is one of the leading causes of heart-associated deaths worldwide. Conventional diagnostic techniques are ineffective and insufficient to diagnose CHD with higher accuracy. To use the circulating microRNAs (miRNAs) as non-invasive, specific and sensitive biomarkers for diagnosing of CHD, 203 patients with CHD and 144 age-matched controls (126 high-risk controls and 18 healthy volunteers) were enrolled in this study. The direct S-Poly(T)Plus method was used to identify novel miRNAs expression profile of CHD patients and to evaluate their clinical diagnostic value. This method is an RNA extraction-free and robust quantification method, which simplifies procedures, reduces variations, in particular increases the accuracy. Twelve differentially expressed miRNAs between CHD patients and high-risk controls were selected, and their performances were evaluated in validation set-1 with 96 plasma samples. Finally, six (miR-15b-5p, miR-29c-3p, miR-199a-3p, miR-320e, miR-361-5p and miR-378b) of these 12 miRNAs were verified in validation set-2 with a sensitivity of 92.8% and a specificity of 89.5%, and the AUC was 0.971 (95% confidence interval, 0.948-0.993, P < .001) in a large cohort for CHD patients diagnosis. Plasma fractionation indicated that only a small amount of miRNAs were assembled into EVs. Direct S-Poly(T)Plus method could be used for disease diagnosis and 12 unique miRNAs could be used for diagnosis of CHD.
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Affiliation(s)
- Mingyang Su
- Shenzhen Key Laboratory of Microbial Genetic EngineeringVascular Disease Research CenterCollege of Life Sciences and OceanographyGuangdong Provincial Key Laboratory of Regional Immunity and DiseasesCarson International Cancer CenterShenzhen UniversityShenzhenGuangdongChina
- Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong ProvinceCollege of Optoelectronic EngineeringShenzhen UniversityShenzhenGuangdongChina
| | - Yanqin Niu
- Shenzhen Key Laboratory of Microbial Genetic EngineeringVascular Disease Research CenterCollege of Life Sciences and OceanographyGuangdong Provincial Key Laboratory of Regional Immunity and DiseasesCarson International Cancer CenterShenzhen UniversityShenzhenGuangdongChina
| | - Quanjin Dang
- Shenzhen Key Laboratory of Microbial Genetic EngineeringVascular Disease Research CenterCollege of Life Sciences and OceanographyGuangdong Provincial Key Laboratory of Regional Immunity and DiseasesCarson International Cancer CenterShenzhen UniversityShenzhenGuangdongChina
| | - Junle Qu
- Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong ProvinceCollege of Optoelectronic EngineeringShenzhen UniversityShenzhenGuangdongChina
| | - Daling Zhu
- Department of Biopharmaceutical SciencesCollege of PharmacyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Zhongren Tang
- Third Cardiovascular DepartmentMudanjiang City Second People's HospitalMudanjiangHeilongjiangChina
| | - Deming Gou
- Shenzhen Key Laboratory of Microbial Genetic EngineeringVascular Disease Research CenterCollege of Life Sciences and OceanographyGuangdong Provincial Key Laboratory of Regional Immunity and DiseasesCarson International Cancer CenterShenzhen UniversityShenzhenGuangdongChina
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