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Atic AI, Thiele M, Munk A, Dalgaard LT. Circulating miRNAs associated with nonalcoholic fatty liver disease. Am J Physiol Cell Physiol 2023; 324:C588-C602. [PMID: 36645666 DOI: 10.1152/ajpcell.00253.2022] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
MicroRNAs (miRNAs) are secreted from cells as either protein-bound or enclosed in extracellular vesicles. Circulating liver-derived miRNAs are modifiable by weight-loss or insulin-sensitizing treatments, indicating that they could be important biomarker candidates for diagnosis, monitoring, and prognosis in nonalcoholic liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH). Unfortunately, the noninvasive diagnosis of NASH and fibrosis remains a key challenge, which limits case finding. Current diagnostic guidelines, therefore, recommend liver biopsies, with risks of pain and bleeding for the patient and substantial healthcare costs. Here, we summarize mechanisms of RNA secretion and review circulating RNAs associated with NAFLD and NASH for their biomarker potential. Few circulating miRNAs are consistently associated with NAFLD/NASH: miR-122, miR-21, miR-34a, miR-192, miR-193, and the miR-17-92 miRNA-cluster. The hepatocyte-enriched miRNA-122 is consistently increased in NAFLD and NASH but decreased in liver cirrhosis. Circulating miR-34a, part of an existing diagnostic algorithm for NAFLD, and miR-21 are consistently increased in NAFLD and NASH. MiR-192 appears to be prominently upregulated in NASH compared with NAFDL, whereas miR-193 was reported to distinguish NASH from fibrosis. Various members of miRNA cluster miR-17-92 are reported to be associated with NAFLD and NASH, although with less consistency. Several other circulating miRNAs have been reported to be associated with fatty liver in a few studies, indicating the existence of more circulating miRNAs with relevant as diagnostic markers for NAFLD or NASH. Thus, circulating miRNAs show potential as biomarkers of fatty liver disease, but more information about phenotype specificity and longitudinal regulation is needed.
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Affiliation(s)
- Amila Iriskic Atic
- Department of Science and Environment, Roskilde University, Roskilde, Denmark.,Novo Nordisk A/S, Obesity Research, Måløv, Denmark
| | - Maja Thiele
- Department of Gastroenterology and Hepatology, Center for Liver Research, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
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2
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Januszewski AS, Cho YH, Joglekar MV, Farr RJ, Scott ES, Wong WKM, Carroll LM, Loh YW, Benitez-Aguirre PZ, Keech AC, O'Neal DN, Craig ME, Hardikar AA, Donaghue KC, Jenkins AJ. Insulin micro-secretion in Type 1 diabetes and related microRNA profiles. Sci Rep 2021; 11:11727. [PMID: 34083567 PMCID: PMC8175359 DOI: 10.1038/s41598-021-90856-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 05/13/2021] [Indexed: 12/22/2022] Open
Abstract
The aim of this cross-sectional study was to compare plasma C-peptide presence and levels in people without diabetes (CON) and with Type 1 diabetes and relate C-peptide status to clinical factors. In a subset we evaluated 50 microRNAs (miRs) previously implicated in beta-cell death and associations with clinical status and C-peptide levels. Diabetes age of onset was stratified as adult (≥ 18 y.o) or childhood (< 18 y.o.), and diabetes duration was stratified as ≤ 10 years, 10–20 years and > 20 years. Plasma C-peptide was measured by ultrasensitive ELISA. Plasma miRs were quantified using TaqMan probe-primer mix on an OpenArray platform. C-peptide was detectable in 55.3% of (n = 349) people with diabetes, including 64.1% of adults and 34.0% of youth with diabetes, p < 0.0001 and in all (n = 253) participants without diabetes (CON). C-peptide levels, when detectable, were lower in the individuals with diabetes than in the CON group [median lower quartile (LQ)–upper quartile (UQ)] 5.0 (2.6–28.7) versus 650.9 (401.2–732.4) pmol/L respectively, p < 0.0001 and lower in childhood versus adult-onset diabetes [median (LQ–UQ) 4.2 (2.6–12.2) pmol/L vs. 8.0 (2.3–80.5) pmol/L, p = 0.02, respectively]. In the childhood-onset group more people with longer diabetes duration (> 20 years) had detectable C-peptide (60%) than in those with shorter diabetes duration (39%, p for trend < 0.05).
Nine miRs significantly correlated with detectable C-peptide levels in people with diabetes and 16 miRs correlated with C-peptide levels in CON. Our cross-sectional study results are supportive of (a) greater beta-cell function loss in younger onset Type 1 diabetes; (b) persistent insulin secretion in adult-onset diabetes and possibly regenerative secretion in childhood-onset long diabetes duration; and (c) relationships of C-peptide levels with circulating miRs. Confirmatory clinical studies and related basic science studies are merited.
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Affiliation(s)
- Andrzej S Januszewski
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia. .,Department of Medicine, University of Melbourne, Melbourne, VIC, Australia.
| | - Yoon Hi Cho
- Discipline of Paediatrics and Child Health, University of Sydney, Sydney, NSW, Australia.,Institute of Endocrinology and Diabetes, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Mugdha V Joglekar
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia.,School of Medicine, Western Sydney University, Sydney, NSW, Australia
| | - Ryan J Farr
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Emma S Scott
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Wilson K M Wong
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia.,School of Medicine, Western Sydney University, Sydney, NSW, Australia
| | - Luke M Carroll
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Yik W Loh
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Paul Z Benitez-Aguirre
- Discipline of Paediatrics and Child Health, University of Sydney, Sydney, NSW, Australia.,Institute of Endocrinology and Diabetes, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Anthony C Keech
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - David N O'Neal
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Maria E Craig
- Discipline of Paediatrics and Child Health, University of Sydney, Sydney, NSW, Australia.,Institute of Endocrinology and Diabetes, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Anandwardhan A Hardikar
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia.,School of Medicine, Western Sydney University, Sydney, NSW, Australia.,Department of Science and Environment, Roskilde University, Copenhagen, Denmark
| | - Kim C Donaghue
- Discipline of Paediatrics and Child Health, University of Sydney, Sydney, NSW, Australia.,Institute of Endocrinology and Diabetes, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Alicia J Jenkins
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia. .,Department of Medicine, University of Melbourne, Melbourne, VIC, Australia.
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3
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Diao H, Xu X, Zhao B, Yang G. miR‑135a‑5p inhibits tumor invasion by targeting ANGPT2 in gallbladder cancer. Mol Med Rep 2021; 24:528. [PMID: 34036386 PMCID: PMC8170269 DOI: 10.3892/mmr.2021.12167] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 03/25/2021] [Indexed: 12/28/2022] Open
Abstract
Gallbladder cancer (GBC) is the most aggressive cancer type in the biliary tract, and our previous studies observed that microRNA (miR)-135a-5p expression was downregulated in GBC tissues. However, few studies have focused on the mechanism of action of the miR-135a-5p target genes in GBC. The present study aimed to investigate the regulatory role of miR-135a-5p signaling in GBC. The present study found that miR-135a-5p expression was downregulated in GBC tissue, as detected by immunohistochemistry and reverse transcription-quantitative PCR. In addition, overexpression of miR-135a-5p significantly inhibited the proliferation and migration of GBC-SD cells. Using a luciferase activity assay, it was identified that angiopoietin-2 (ANGPT2) was a potential target gene of miR-135a-5p in GBC. Knockdown of ANGPT2 expression significantly inhibited the proliferation and invasion of GBC-SD cells. In conclusion, the present results suggested that miR-135a-5p affected GBC cell proliferation and invasion by targeting ANGPT2. Moreover, miR-135a-5p may be a potential biomarker for GBC progression and a potential target for GBC therapeutic intervention.
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Affiliation(s)
- Haiyan Diao
- Department of General Surgery, The Seventh People's Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 200137, P.R. China
| | - Xing Xu
- Department of General Surgery, The Seventh People's Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 200137, P.R. China
| | - Bin Zhao
- Department of General Surgery, The Seventh People's Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 200137, P.R. China
| | - Guanghua Yang
- Department of General Surgery, The Seventh People's Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 200137, P.R. China
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Tribolet L, Kerr E, Cowled C, Bean AGD, Stewart CR, Dearnley M, Farr RJ. MicroRNA Biomarkers for Infectious Diseases: From Basic Research to Biosensing. Front Microbiol 2020; 11:1197. [PMID: 32582115 PMCID: PMC7286131 DOI: 10.3389/fmicb.2020.01197] [Citation(s) in RCA: 120] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 05/12/2020] [Indexed: 12/19/2022] Open
Abstract
In the pursuit of improved diagnostic tests for infectious diseases, several classes of molecules have been scrutinized as prospective biomarkers. Small (18–22 nucleotide), non-coding RNA transcripts called microRNAs (miRNAs) have emerged as promising candidates with extensive diagnostic potential, due to their role in numerous diseases, previously established methods for quantitation and their stability within biofluids. Despite efforts to identify, characterize and apply miRNA signatures as diagnostic markers in a range of non-infectious diseases, their application in infectious disease has advanced relatively slowly. Here, we outline the benefits that miRNA biomarkers offer to the diagnosis, management, and treatment of infectious diseases. Investigation of these novel biomarkers could advance the use of personalized medicine in infectious disease treatment, which raises important considerations for validating their use as diagnostic or prognostic markers. Finally, we discuss new and emerging miRNA detection platforms, with a focus on rapid, point-of-care testing, to evaluate the benefits and obstacles of miRNA biomarkers for infectious disease.
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Affiliation(s)
- Leon Tribolet
- Health and Biosecurity, Australian Animal Health Laboratory, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Geelong, VIC, Australia
| | - Emily Kerr
- Institute for Frontier Materials, Deakin University, Geelong, VIC, Australia
| | - Christopher Cowled
- Health and Biosecurity, Australian Animal Health Laboratory, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Geelong, VIC, Australia
| | - Andrew G D Bean
- Health and Biosecurity, Australian Animal Health Laboratory, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Geelong, VIC, Australia
| | - Cameron R Stewart
- Health and Biosecurity, Australian Animal Health Laboratory, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Geelong, VIC, Australia
| | - Megan Dearnley
- Diagnostics, Surveillance and Response (DSR), Australian Animal Health Laboratory, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Geelong, VIC, Australia
| | - Ryan J Farr
- Diagnostics, Surveillance and Response (DSR), Australian Animal Health Laboratory, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Geelong, VIC, Australia
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Shen L, Song Y, Fu Y, Li P. MiR-29b mimics promotes cell apoptosis of smooth muscle cells via targeting on MMP-2. Cytotechnology 2017; 70:351-359. [PMID: 28988362 DOI: 10.1007/s10616-017-0150-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 09/25/2017] [Indexed: 02/03/2023] Open
Abstract
The phenotypic transformation and dysfunctions of vascular smooth muscle cells (SMCs) such as abnormality proliferation and apoptosis are key pathological basis of atherosclerosis. The recent study aimed to detect the role of miR-29b in phenotypic transformation of SMCs. In this study, we investigated the expression level of miR-29b and MMP-2 in acute coronary syndrome (ACS) patients, verified whether MMP-2 is the target gene of miR-29b by luciferase reporter gene system, and explored the role of miR-29b in the viability and apoptosis of SMCs. We found that the plasma level of miR-29b was significantly downregulated to 56% of controls (p < 0.01). The plasma level of MMP-2 in health controls was 34.9 ± 6.9 ng/mL, and that it significantly increased to 46.2 ± 13.2 ng/mL in ACS patients. MMP-2 is a target gene of miR-29b. The overexpression of miR-29b significantly downregulated the expression of MMP-2 mRNA and protein. miR-29b mimics inhibited the cell viability of SMCs, and cell apoptosis was significantly enhanced compared with the NC group, especially in the early stage. In the presence of MMP-2 inhibitor SB-3CT, the cell viability and apoptosis of SMC cells were significantly reduced and enhanced, respectively, while the miR-29b -inhibited cell viability and -induced cell apoptosis were not significantly changed. Taken together, miR-29b was downregulated in ACS patients. MiR-29 mimics inhibits cell viability and promotes cell apoptosis via directly targeting on MMP-2, which could be a potentially promising therapy target for cardiovascular diseases.
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Affiliation(s)
- Lingguang Shen
- Department of Cardiac Surgery, Jinan Central Hospital Affiliated to Shandong University, 105 Jiefang Road, Jinan, 250013, Shandong Province, China
| | - Yanhui Song
- Department of Internal Medicine, RongFu Military Hospital of Jining, Jining, 272101, Shandong Province, China
| | - Yuqin Fu
- Department of Cardiovascular Surgery, Jinan Central Hospital Affiliated to Shandong University, Jinan, 250013, Shandong Province, China
| | - Peipei Li
- Department of Cardiac Surgery, Jinan Central Hospital Affiliated to Shandong University, 105 Jiefang Road, Jinan, 250013, Shandong Province, China.
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Miao C, Zhang G, Xie Z, Chang J. MicroRNAs in the pathogenesis of type 2 diabetes: new research progress and future direction. Can J Physiol Pharmacol 2017; 96:103-112. [PMID: 28898588 DOI: 10.1139/cjpp-2017-0452] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
miRNA is a short non-coding RNA that can influence mRNA processing at the post-transcriptional level. A large number of miRNAs have been found in virtually all species so far, and these small molecules play an important role in many different physiological processes and various pathologic conditions, such as cell metabolism, cancer, autoimmune disease, and diabetes mellitus. T2D arises from a dysregulated response to the elevated glucose level in the circulation. The prevalence of T2D has increased dramatically in all age groups, and T2D in older adults is associated with more T2D complications and higher mortality. Despite the existing findings describing the pathological mechanism, T2D pathology is more complex and the pathophysiology of the disease is still not fully elucidated. In this review, we summarize the current understanding of miRNA-mediated modulation of gene expression in T2D pathogenesis, as well as related signaling pathways, and insight into the important role of miRNA in various T2D complications. Furthermore, the potential therapeutic value of miRNA for T2D patients is also discussed in detail.
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Affiliation(s)
- Chenggui Miao
- a Department of Pharmacy, School of Food and Drug, Anhui Science and Technology University, Fengyang 233100, China
| | - Guoxue Zhang
- b School of Science and Technology of Tea and Food, Anhui Agricultural University, Hefei 230036, China
| | - Zhongwen Xie
- b School of Science and Technology of Tea and Food, Anhui Agricultural University, Hefei 230036, China
| | - Jun Chang
- c Fourth Affiliated Hospital, Anhui Medical University, Hefei 230032, China
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Palmini G, Marini F, Brandi ML. What Is New in the miRNA World Regarding Osteosarcoma and Chondrosarcoma? Molecules 2017; 22:E417. [PMID: 28272374 PMCID: PMC6155266 DOI: 10.3390/molecules22030417] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Accepted: 03/03/2017] [Indexed: 02/06/2023] Open
Abstract
Despite the availability of multimodal and aggressive therapies, currently patients with skeletal sarcomas, including osteosarcoma and chondrosarcoma, often have a poor prognosis. In recent decades, advances in sequencing technology have revealed the presence of RNAs without coding potential known as non-coding RNAs (ncRNAs), which provides evidence that protein-coding genes account for only a small percentage of the entire genome. This has suggested the influence of ncRNAs during development, apoptosis and cell proliferation. The discovery of microRNAs (miRNAs) in 1993 underscored the importance of these molecules in pathological diseases such as cancer. Increasing interest in this field has allowed researchers to study the role of miRNAs in cancer progression. Regarding skeletal sarcomas, the research surrounding which miRNAs are involved in the tumourigenesis of osteosarcoma and chondrosarcoma has rapidly gained traction, including the identification of which miRNAs act as tumour suppressors and which act as oncogenes. In this review, we will summarize what is new regarding the roles of miRNAs in chondrosarcoma as well as the latest discoveries of identified miRNAs in osteosarcoma.
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Affiliation(s)
- Gaia Palmini
- Department of Surgery and Translational Medicine, University of Florence, Florence 50134, Italy.
| | - Francesca Marini
- Department of Surgery and Translational Medicine, University of Florence, Florence 50134, Italy.
| | - Maria Luisa Brandi
- Department of Surgery and Translational Medicine, University of Florence, Florence 50134, Italy.
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8
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Malvisi M, Palazzo F, Morandi N, Lazzari B, Williams JL, Pagnacco G, Minozzi G. Responses of Bovine Innate Immunity to Mycobacterium avium subsp. paratuberculosis Infection Revealed by Changes in Gene Expression and Levels of MicroRNA. PLoS One 2016; 11:e0164461. [PMID: 27760169 PMCID: PMC5070780 DOI: 10.1371/journal.pone.0164461] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 09/26/2016] [Indexed: 12/31/2022] Open
Abstract
Paratuberculosis in cattle is a chronic granulomatous gastroenteritis caused by Mycobacterium avium subsp. paratubercolosis (MAP) which is endemic worldwide. In dairy herds, it is responsible for huge economic losses. However, current diagnostic methods do not detect subclinical infection making control of the disease difficult. The identification of MAP infected animals during the sub-clinical phase of infection would play a key role in preventing the dissemination of the pathogen and in reducing transmission. Gene expression and circulating microRNA (miRNA) signatures have been proposed as biomarkers of disease both in the human and veterinary medicine. In this paper, gene expression and related miRNA levels were investigated in cows positive for MAP, by ELISA and culture, in order to identify potential biomarkers to improve diagnosis of MAP infection. Three groups, each of 5 animals, were used to compare the results of gene expression from positive, exposed and negative cows. Overall 258 differentially expressed genes were identified between unexposed, exposed, but ELISA negative and positive groups which were involved in biological functions related to inflammatory response, lipid metabolism and small molecule biochemistry. Differentially expressed miRNA was also found among the three groups: 7 miRNAs were at a lower level and 2 at a higher level in positive animals vs unexposed animals, while 5 and 3 miRNAs were respectively reduced and increased in the exposed group compared to the unexposed group. Among the differentially expressed miRNAs 6 have been previously described as immune-response related and two were novel miRNAs. Analysis of the miRNA levels showed correlation with expression of their target genes, known to be involved in the immune process. This study suggests that miRNA expression is affected by MAP infection and play a key role in tuning the host response to infection. The miRNA and gene expression profiles may be biomarkers of infection and potential diagnostic of MAP infection earlier than the current ELISA based diagnostic tests.
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Affiliation(s)
- Michela Malvisi
- Parco Tecnologico Padano, Lodi, Italy
- Department of Veterinary Medicine, University of Milan, Milan, Italy
- * E-mail:
| | - Fiorentina Palazzo
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | | | - Barbara Lazzari
- Parco Tecnologico Padano, Lodi, Italy
- Institute of Agricultural Biology and Biotechnology, National Research Council, Lodi, Italy
| | - John L. Williams
- Parco Tecnologico Padano, Lodi, Italy
- School of Animal and Veterinary Sciences, University of Adelaide, Roseworthy, Australia
| | - Giulio Pagnacco
- Department of Veterinary Medicine, University of Milan, Milan, Italy
| | - Giulietta Minozzi
- Department of Veterinary Medicine, University of Milan, Milan, Italy
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The Regulatory Roles of MicroRNAs in Bone Remodeling and Perspectives as Biomarkers in Osteoporosis. BIOMED RESEARCH INTERNATIONAL 2016; 2016:1652417. [PMID: 27073801 PMCID: PMC4814634 DOI: 10.1155/2016/1652417] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2015] [Revised: 02/26/2016] [Accepted: 02/29/2016] [Indexed: 02/05/2023]
Abstract
MicroRNAs are involved in many cellular and molecular activities and played important roles in many biological and pathological processes, such as tissue formation, cancer development, diabetes, neurodegenerative diseases, and cardiovascular diseases. Recently, it has been reported that microRNAs can modulate the differentiation and activities of osteoblasts and osteoclasts, the key cells that are involved in bone remodeling process. Meanwhile, the results from our and other research groups showed that the expression profiles of microRNAs in the serum and bone tissues are significantly different in postmenopausal women with or without fractures compared to the control. Therefore, it can be postulated that microRNAs might play important roles in bone remodeling and that they are very likely to be involved in the pathological process of postmenopausal osteoporosis. In this review, we will present the updated research on the regulatory roles of microRNAs in osteoblasts and osteoclasts and the expression profiles of microRNAs in osteoporosis and osteoporotic fracture patients. The perspective of serum microRNAs as novel biomarkers in bone loss disorders such as osteoporosis has also been discussed.
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