151
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Zhen L, Guo W, Peng M, Liu Y, Zang S, Ji H, Li S, Yang H. Identification of cold-responsive miRNAs in rats by deep sequencing. J Therm Biol 2017; 66:114-124. [PMID: 28477904 DOI: 10.1016/j.jtherbio.2017.03.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2016] [Accepted: 03/13/2017] [Indexed: 12/15/2022]
Abstract
miRNA is an endogenously noncoding sRNA, which is involved in post-transcription gene expression regulation of growth, tumor development and stress survival. As a biological marker, miRNA has been used for the early diagnosis of diseases and the evaluation of some physiological state. We constructed two small RNA libraries with the serums of rats treated or not with cold conditions (4℃ for 12h) by deep sequencing, in order to understand the miRNAs' expressions of cold-exposed rats and find new cold-responsive biological markers. 485 conserved miRNAs and 287 novel miRNAs were identified in the two libraries by comparing to the known miRNAs of rat in miRBase 21.0 Differential expression analysis showed that 56 conserved miRNAs and 3 novel miRNAs were expressed differentially in low ambient temperature. The qRT-PCR results confirmed that rno-miR-151-3p, rno-miR-210-3p, rno-miR-425-5p, rno-miR-383-5p, rno-miR-92a-3p, rno-miR-98-5p and rno-miR-328a-3p decreased significantly in rats serums treated with cold exposure. The expressions of the 7 miRNAs changed significantly in cold-exposed rats' livers too. rno-miR-383-5p decreased significantly, but all the others increased significantly. Thus, the 7 miRNAs were considered as cold-responsive miRNAs of rat. 670 target genes of the 7 cold-responsive miRNAs were predicted. KEGG analysis showed that they were enriched in 28 pathways and most of them were enriched by metabolic pathway. Overall, the results of this study suggest an important role for selected miRNA's in the response to cold stress.
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Affiliation(s)
- Li Zhen
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Wenjin Guo
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Mengling Peng
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Yanzhi Liu
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Shucheng Zang
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Hong Ji
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Shize Li
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Huanmin Yang
- College of Animal Science and Veterinary Medicine, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China.
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152
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Liu J, Xiao X, Shen Y, Chen L, Xu C, Zhao H, Wu Y, Zhang Q, Zhong J, Tang Z, Liu C, Zhao Q, Zheng Y, Cao R, Zu X. MicroRNA-32 promotes calcification in vascular smooth muscle cells: Implications as a novel marker for coronary artery calcification. PLoS One 2017; 12:e0174138. [PMID: 28319142 PMCID: PMC5358880 DOI: 10.1371/journal.pone.0174138] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 03/03/2017] [Indexed: 11/19/2022] Open
Abstract
Cardiovascular calcification is one of the most severe outcomes associated with cardiovascular disease and often results in significant morbidity and mortality. Previous reports indicated that epigenomic regulation of microRNAs (miRNAs) might play important roles in vascular smooth muscle cell (VSMC) calcification. Here, we identified potential key miRNAs involved in vascular calcification in vivo and investigated the role of miR-32-5p (miR-32). According to microarray analysis, we observed increased expression of miR-125b, miR-30a, and miR-32 and decreased expression of miR-29a, miR-210, and miR-320 during the progression of vascularcalcification. Additionally, gain- and loss-of-function studies of miR-32 confirmed promotion of VSMC calcification in mice through the enhanced expression of bonemorphogenetic protein-2, runt-related transcription factor-2(RUNX2), osteopontin, and the bone-specific phosphoprotein matrix GLA protein in vitro. Moreover, miR-32 modulated vascularcalcification progression by activating phosphoinositide 3-kinase (PI3K)signaling and increasing RUNX2 expression and phosphorylation by targeting the 3'-untranslated region of phosphatase and tensin homolog Mrna (PTEN) in mouse VSMCs. Furthermore, we detected higher miR-32 levels in plasmafrom patients with coronary artery disease with coronary artery calcification (CAC) as compared with levels observed in non-CAC patients (P = 0.016), further confirming miR-32 as a critical modulator and potential diagnostic marker for CAC.
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Affiliation(s)
- Jianghua Liu
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
- Department of Metabolism and Endocrinology, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Xinhua Xiao
- Department of Metabolism and Endocrinology, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Yingying Shen
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
| | - Ling Chen
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
| | - Canxin Xu
- Department of Pathology and Immunology, University of Washington School of Medicine, St. Louis, Missouri, United States of America
| | - Heng Zhao
- Department of Metabolism and Endocrinology, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Ying Wu
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
| | - Qinghai Zhang
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
| | - Jing Zhong
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
| | - Zhenwang Tang
- Department of Cardiovascular Medicine, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Changhui Liu
- Department of Cardiovascular Medicine, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Qiang Zhao
- Department of Metabolism and Endocrinology, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Yi Zheng
- Department of Metabolism and Endocrinology, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Renxian Cao
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
- Department of Metabolism and Endocrinology, the First Affiliated Hospital of University of South China, Hengyang, PRC
| | - Xuyu Zu
- Institute of Clinical Medicine, the First Affiliated Hospital of University of South China, Hengyang, People’s Republic of China (PRC)
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153
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Yang R, Fu Y, Zeng Y, Xiang M, Yin Y, Li L, Xu H, Zhong J, Zeng X. Serum miR-20a is a promising biomarker for gastric cancer. Biomed Rep 2017; 6:429-434. [PMID: 28413641 DOI: 10.3892/br.2017.862] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Accepted: 01/12/2017] [Indexed: 12/14/2022] Open
Abstract
Gastric cancer (GC) is a common type of cancer, particularly in China. Numerous studies have demonstrated that circulating microRNAs (miRNAs) have potential applications as noninvasive biomarkers for cancer diagnosis and prognosis. Microarray-based serum miRNA profiling was performed on the serum of 12 paired pre- and post-operative GC patients to screen differentially expressed serum miRNAs. Twelve different serum miRNAs between pre- and post-operative GC patients were identified. Those miRNAs were verified by real-time quantitative polymerase chain reaction in 110 paired pre- and post-operative serum samples from 55 GC patients. miR-20a was confirmed and demonstrated potential as a GC-associated biomarker. Furthermore, the levels of serum miR-20a were significantly different between GC, nasopharyngeal cancer, colorectal carcinoma, breast cancer and non-cancerous controls. In addition, it was found that serum miR-20a levels correlated with age, tumor stage, differentiated degree and lymph node metastasis in GC. Survival analysis indicated that GC patients with elevated levels of serum miR-20a had poor survival. Thus, serum miR-20a may serve as a molecular marker for diagnosis, evaluating therapeutic efficacy and prognosis, as well as monitoring recurrence in GC patients.
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Affiliation(s)
- Ruirui Yang
- Hunan Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, P.R. China.,Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan 421001, P.R. China
| | - Yun Fu
- Hunan Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, P.R. China.,Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan 421001, P.R. China
| | - Ying Zeng
- School of Nursing, University of South China, Hengyang, Hunan 421001, P.R. China
| | - Mengqin Xiang
- Hunan Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, P.R. China.,Department of Pathology, The Hunan Provincial People's Hospital, Changsha, Hunan 410005, P.R. China
| | - Yufang Yin
- Department of Pharmacology, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
| | - Li Li
- Hunan Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, P.R. China.,Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan 421001, P.R. China
| | - Haifan Xu
- Department of Surgical Oncology, The First Affiliated Hospital, University of South China, Hengyang, Hunan 421001, P.R. China
| | - Jing Zhong
- Institute of Clinical Medicine, The First Affiliated Hospital, University of South China, Hengyang, Hunan 421001, P.R. China
| | - Xi Zeng
- Hunan Province Key Laboratory of Tumor Cellular and Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, P.R. China.,Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan 421001, P.R. China.,Center for Gastric Cancer Research of Hunan Province, University of South China, Hengyang, Hunan 421001, P.R. China
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154
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Shigeyasu K, Toden S, Zumwalt TJ, Okugawa Y, Goel A. Emerging Role of MicroRNAs as Liquid Biopsy Biomarkers in Gastrointestinal Cancers. Clin Cancer Res 2017; 23:2391-2399. [PMID: 28143873 DOI: 10.1158/1078-0432.ccr-16-1676] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 12/27/2016] [Accepted: 12/27/2016] [Indexed: 12/17/2022]
Abstract
Cancer has emerged as a leading cause of mortality worldwide, claiming more than 8 million lives annually. Gastrointestinal cancers account for about 35% of these mortalities. Recent advances in diagnostic and treatment strategies have reduced mortality among patients with gastrointestinal cancer, yet a significant number of patients still develop late-stage cancer, where treatment options are inadequate. Emerging interests in "liquid biopsies" have encouraged investigators to identify and develop clinically relevant noninvasive genomic and epigenomic signatures that can be exploited as biomarkers capable of detecting premalignant and early-stage cancers. In this context, microRNAs (miRNA), which are small, noncoding RNAs that are frequently dysregulated in cancers, have emerged as promising entities for such diagnostic purposes. Even though the future looks promising, current approaches for detecting miRNAs in blood and other biofluids remain inadequate. This review summarizes existing efforts to exploit circulating miRNAs as cancer biomarkers and evaluates their potential and challenges as liquid biopsy-based biomarkers for gastrointestinal cancers. Clin Cancer Res; 23(10); 2391-9. ©2017 AACR.
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Affiliation(s)
- Kunitoshi Shigeyasu
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Shusuke Toden
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Timothy J Zumwalt
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Yoshinaga Okugawa
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Ajay Goel
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas.
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155
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Castiglia M, Perez A, Serrano MJ, Ciaccio M, Bazan V, Russo A. Technical Aspects for the Evaluation of Circulating Nucleic Acids (CNAs): Circulating Tumor DNA (ctDNA) and Circulating MicroRNAs. CURRENT CLINICAL PATHOLOGY 2017. [DOI: 10.1007/978-3-319-55661-1_6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/06/2022]
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156
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Héliot A, Landkocz Y, Roy Saint-Georges F, Gosset P, Billet S, Shirali P, Courcot D, Martin PJ. Smoker extracellular vesicles influence status of human bronchial epithelial cells. Int J Hyg Environ Health 2016; 220:445-454. [PMID: 28063900 DOI: 10.1016/j.ijheh.2016.12.010] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 12/09/2016] [Accepted: 12/23/2016] [Indexed: 12/17/2022]
Abstract
Cigarette smoking is a habit that has spread all over the world and is a significant risk factor for many diseases including cardiovascular disease, chronic obstructive pulmonary disease (COPD), asthma and lung cancer. Evaluation and understanding of tobacco health effects are of major interest worldwide and answer to important societal concerns. Identification of new biomarkers of exposure to tobacco smoke potentially implicated in COPD or lung carcinogenesis would allow a better observation of tobacco exposed population, thanks to screening establishment at reversible stages of pathological processes. In this study, we questioned whether cigarette smoking alters miRNA profiles of Extracellular Vesicles (EVs) present in human Broncho Alveolar Lavages (BALs), which could affect surrounding normal bronchial epithelial cells status. To this aim, BALs were carried out on 10 Smokers and 10 Non-Smokers, and EVs were isolated from the supernatants and characterized. We then compared the amount of 10 microRNAs (miRNAs) present in Smokers versus Non-Smokers BAL EVs and performed statistical analysis to discuss the biological significance by the smoking status and to evaluate BAL EV miRNAs as potential biomarkers of tobacco exposure. Finally, we tested the effects of smokers versus non-smokers EVs on human bronchial epithelial cells (BEAS-2B) to compare their influence on the cells status. Our study shows for the first time in human samples that smoking can alter lung EV profile that can influence surrounding bronchial epithelial cells.
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Affiliation(s)
- Amélie Héliot
- Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV), EA4492, Université du Littoral Côte d'Opale (ULCO), Dunkerque, France.
| | - Yann Landkocz
- Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV), EA4492, Université du Littoral Côte d'Opale (ULCO), Dunkerque, France.
| | | | - Pierre Gosset
- Anatomo-pathology service, Groupement des Hôpitaux de l'Institut Catholique de Lille, Lille, France.
| | - Sylvain Billet
- Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV), EA4492, Université du Littoral Côte d'Opale (ULCO), Dunkerque, France.
| | - Pirouz Shirali
- Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV), EA4492, Université du Littoral Côte d'Opale (ULCO), Dunkerque, France.
| | - Dominique Courcot
- Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV), EA4492, Université du Littoral Côte d'Opale (ULCO), Dunkerque, France.
| | - Perrine J Martin
- Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV), EA4492, Université du Littoral Côte d'Opale (ULCO), Dunkerque, France.
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157
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Bradshaw G, Sutherland HG, Haupt LM, Griffiths LR. Dysregulated MicroRNA Expression Profiles and Potential Cellular, Circulating and Polymorphic Biomarkers in Non-Hodgkin Lymphoma. Genes (Basel) 2016; 7:genes7120130. [PMID: 27999330 PMCID: PMC5192506 DOI: 10.3390/genes7120130] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Revised: 11/23/2016] [Accepted: 12/05/2016] [Indexed: 02/07/2023] Open
Abstract
A large number of studies have focused on identifying molecular biomarkers, including microRNAs (miRNAs) to aid in the diagnosis and prognosis of the most common subtypes of non-Hodgkin lymphoma (NHL), Diffuse Large B-cell Lymphoma and Follicular Lymphoma. NHL is difficult to diagnose and treat with many cases becoming resistant to chemotherapy, hence the need to identify improved biomarkers to aid in both diagnosis and treatment modalities. This review summarises more recent research on the dysregulated miRNA expression profiles found in NHL, as well as the regulatory role and biomarker potential of cellular and circulating miRNAs found in tissue and serum, respectively. In addition, the emerging field of research focusing on miRNA single nucleotide polymorphisms (miRSNPs) in genes of the miRNA biogenesis pathway, in miRNA genes themselves, and in their target sites may provide new insights on gene expression changes in these genes. These miRSNPs may impact miRNA networks and have been shown to play a role in a host of different cancer types including haematological malignancies. With respect to NHL, a number of SNPs in miRNA-binding sites in target genes have been shown to be associated with overall survival.
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Affiliation(s)
- Gabrielle Bradshaw
- Genomics Research Centre, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, QLD 4059, Australia.
| | - Heidi G Sutherland
- Genomics Research Centre, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, QLD 4059, Australia.
| | - Larisa M Haupt
- Genomics Research Centre, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, QLD 4059, Australia.
| | - Lyn R Griffiths
- Genomics Research Centre, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, QLD 4059, Australia.
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158
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Russo F, Rizzo M, Belling K, Brunak S, Folkersen L. The hunt for fatal myocardial infarction biomarkers: predictive circulating microRNAs. ANNALS OF TRANSLATIONAL MEDICINE 2016; 4:S1. [PMID: 27867969 DOI: 10.21037/atm.2016.08.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Francesco Russo
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Milena Rizzo
- Institute of Clinical Physiology (IFC), National Research Council (CNR), Pisa, Italy; ; Tuscan Tumor Institute, Florence, Italy
| | - Kirstine Belling
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Søren Brunak
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Lasse Folkersen
- Center for Biological Sequence analysis, Technical University of Denmark, Lyngby, Denmark
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159
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Circulating miRNAs from blood, plasma or serum as promising clinical biomarkers in oral squamous cell carcinoma: A systematic review of current findings. Oral Oncol 2016; 63:30-37. [PMID: 27938997 DOI: 10.1016/j.oraloncology.2016.11.001] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Revised: 10/24/2016] [Accepted: 11/02/2016] [Indexed: 12/21/2022]
Abstract
The purpose of this systematic review was to summarize current findings on the use of circulating miRNAs from blood, serum and plasma as cancer biomarkers in patients with oral squamous cell carcinoma. Studies were gathered after searching four different electronic databases: PUBMED, SCOPUS, Cochrane Library and Web of Science. Additional search was carried out through cross check on bibliography of selected articles. After the selection process made by two of the authors, 16 articles met the inclusion criteria and were included in the review. Results showed that circulating miRNAs from blood, serum or plasma represent promising candidates as cancer biomarkers in patients suffering from oral cancer. The possibility to predict recurrences and metastases through follow-up quantification of candidate miRNAs represents another potential feature to be addressed in future studies. However, methodological standardization and uniform sampling is needed to increase the power and accuracy of results.
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160
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Hou J, Meng F, Chan LWC, Cho WCS, Wong SCC. Circulating Plasma MicroRNAs As Diagnostic Markers for NSCLC. Front Genet 2016; 7:193. [PMID: 27857721 PMCID: PMC5093122 DOI: 10.3389/fgene.2016.00193] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 10/18/2016] [Indexed: 02/06/2023] Open
Abstract
Lung cancer is the most common cause of cancer deaths all over the world, in which non-small cell lung cancer (NSCLC) accounts for ~85% of cases. It is well known that microRNAs (miRNAs) play a critical role in various cellular processes, mediating post-transcriptional silencing either by mRNA degradation through binding the 3' UTR of target mRNA or by translational inhibition of the protein. In the past decade, miRNAs have also been increasingly identified in biological fluids such as human serum or plasma known as circulating or cell-free miRNAs, and may function as non-invasive diagnostic markers for various cancer types including NSCLC. Circulating tumor cells (CTCs) are those cells that are shed from solid tumors and then migrate into the circulation. However, reports concerning the roles of CTCs are quite rare, which may be attributed to the difficulties in the enrichment and detection of CTCs in the circulation. Although, there have been reassuring advances in identifying circulating miRNA-panels, which are assumed to be of diagnostic value in NSCLC early stage, some issues remain concerning the reliability of using miRNA panels as a diagnostic tool for NSCLC. In the current review, we are aiming at providing insights into the miRNAs biology, the mechanisms of miRNAs release into the bloodstream, cell-free miRNAs as the diagnostic markers for NSCLC and the current limitations of CTCs as diagnostic markers in NSCLC.
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Affiliation(s)
- Jinpao Hou
- Department of Health Technology and Informatics, Hong Kong Polytechnic UniversityHong Kong, Hong Kong
| | - Fei Meng
- Department of Health Technology and Informatics, Hong Kong Polytechnic UniversityHong Kong, Hong Kong
| | - Lawrence W. C. Chan
- Department of Health Technology and Informatics, Hong Kong Polytechnic UniversityHong Kong, Hong Kong
| | - William C. S. Cho
- Department of Clinical Oncology, The Queen Elizabeth HospitalKowloon, Hong Kong, Hong Kong
| | - S. C. Cesar Wong
- Department of Health Technology and Informatics, Hong Kong Polytechnic UniversityHong Kong, Hong Kong
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161
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Metzinger-Le Meuth V, Burtey S, Maitrias P, Massy ZA, Metzinger L. microRNAs in the pathophysiology of CKD-MBD: Biomarkers and innovative drugs. Biochim Biophys Acta Mol Basis Dis 2016; 1863:337-345. [PMID: 27806914 DOI: 10.1016/j.bbadis.2016.10.027] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Revised: 10/04/2016] [Accepted: 10/28/2016] [Indexed: 02/07/2023]
Abstract
microRNAs comprise a novel class of endogenous small non-coding RNAs that have been shown to be implicated in both vascular damage and bone pathophysiology. Chronic kidney disease-mineral bone disorder (CKD-MBD) is characterized by vessel and bone damage secondary to progressive loss of kidney function. In this review, we will describe how several microRNAs have been implicated, in recent years, in cellular and animal models of CKD-MBD, and have been very recently shown to be deregulated in patients with CKD. Particular emphasis has been placed on the endothelial-specific miR-126, a potential biomarker of endothelial dysfunction, and miR-155 and miR-223, which play a role in both vascular smooth muscle cells and osteoclasts, with an impact on the vascular calcification and osteoporosis process. Finally, as these microRNAs may constitute useful targets to prevent or treat complications of CKD-MBD, we will discuss their potential as innovative drugs, describe how they could be delivered in a timely and specific way to vessels and bone by using the most recent techniques such as nanotechnology, viral vectors or CRISPR gene targeting.
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Affiliation(s)
- Valérie Metzinger-Le Meuth
- C.U.R.S, Laboratoire INSERM U1088, Chemin du Thil, Université de Picardie Jules Verne, 80025 Amiens Cedex 1, France; Université Paris 13, Sorbonne Paris Cité, UFR SMBH, 74 rue Marcel Cachin, 93017, Bobigny cedex, France
| | | | - Pierre Maitrias
- C.U.R.S, Laboratoire INSERM U1088, Chemin du Thil, Université de Picardie Jules Verne, 80025 Amiens Cedex 1, France; Department of Cardiovascular Surgery, Amiens University Hospital, France
| | - Ziad A Massy
- Division of Nephrology, Ambroise Paré Hospital, APHP, UVSQ University, INSERM U1018 team5, Paris, France
| | - Laurent Metzinger
- C.U.R.S, Laboratoire INSERM U1088, Chemin du Thil, Université de Picardie Jules Verne, 80025 Amiens Cedex 1, France.
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162
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Wu W, Deng Q, Shi P, Yang J, Hu Z, Zhang M. Identification of Appropriate Reference Genes for Normalization of miRNA Expression in Grafted Watermelon Plants under Different Nutrient Stresses. PLoS One 2016; 11:e0164725. [PMID: 27749935 PMCID: PMC5066974 DOI: 10.1371/journal.pone.0164725] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 09/29/2016] [Indexed: 11/18/2022] Open
Abstract
Watermelon (Citrullus lanatus) is a globally important crop belonging to the family Cucurbitaceae. The grafting technique is commonly used to improve its tolerance to stress, as well as to enhance its nutrient uptake and utilization. It is believed that miRNA is most likely involved in its nutrient-starvation response as a graft-transportable signal. The quantitative real-time reverse transcriptase polymerase chain reaction is the preferred method for miRNA functional analysis, in which reliable reference genes for normalization are crucial to ensure the accuracy. The purpose of this study was to select appropriate reference genes in scion (watermelon) and rootstocks (squash and bottle gourd) of grafted watermelon plants under normal growth conditions and nutrient stresses (nitrogen and phosphorus starvation). Under nutrient starvation, geNorm identified miR167c and miR167f as two most stable genes in both watermelon leaves and squash roots. miR166b was recommended by both geNorm and NormFinder as the best reference in bottle gourd roots under nutrient limitation. Expression of a new Cucurbitaceae miRNA, miR85, was used to validate the reliability of candidate reference genes under nutrient starvation. Moreover, by comparing several target genes expression in qRT-PCR analysis with those in RNA-seq data, miR166b and miR167c were proved to be the most suitable reference genes to normalize miRNA expression under normal growth condition in scion and rootstock tissues, respectively. This study represents the first comprehensive survey of the stability of miRNA reference genes in Cucurbitaceae and provides valuable information for investigating more accurate miRNA expression involving grafted watermelon plants.
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Affiliation(s)
- Weifang Wu
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, Hangzhou, Zhejiang, P. R. China
| | - Qin Deng
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, Hangzhou, Zhejiang, P. R. China
| | - Pibiao Shi
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, Hangzhou, Zhejiang, P. R. China
| | - Jinghua Yang
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, Hangzhou, Zhejiang, P. R. China
- Key laboratory of Horticultural Plant Growth, Development & Quality Improvement, Ministry of Agriculture, Hangzhou, Zhejiang, P. R. China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou, Zejiang, P. R. China
| | - Zhongyuan Hu
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, Hangzhou, Zhejiang, P. R. China
- Key laboratory of Horticultural Plant Growth, Development & Quality Improvement, Ministry of Agriculture, Hangzhou, Zhejiang, P. R. China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou, Zejiang, P. R. China
- * E-mail:
| | - Mingfang Zhang
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, Hangzhou, Zhejiang, P. R. China
- Key laboratory of Horticultural Plant Growth, Development & Quality Improvement, Ministry of Agriculture, Hangzhou, Zhejiang, P. R. China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou, Zejiang, P. R. China
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163
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Noli L, Capalbo A, Dajani Y, Cimadomo D, Bvumbe J, Rienzi L, Ubaldi FM, Ogilvie C, Khalaf Y, Ilic D. Human Embryos Created by Embryo Splitting Secrete Significantly Lower Levels of miRNA-30c. Stem Cells Dev 2016; 25:1853-1862. [PMID: 27612589 DOI: 10.1089/scd.2016.0212] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Studies reporting term pregnancy and the production of genetically identical offspring from isolated blastomeres of early stage embryos have been carried out in small and large animals. However, very little is known about the effects of embryo splitting on the development and reproductive competency of human embryos. In this study, we investigated the effects of embryo splitting on profile of microRNAs (miRNAs) detected in their spent blastocyst medium (SBM) by comparative analysis of miRNA profiles in SBM of human twin embryos created by blastomere biopsy and SBM of blastocysts that resulted in a healthy pregnancy and live birth following embryo transfer. The profile of miRNA secretion in in vitro culture media consistently distinguishes twin from control embryos. We found that six miRNAs are significantly more abundant in SBM from twin embryos, while nine are significantly more abundant in SBM from euploid implanted blastocysts. These nine include miRNA-30c, a previously reported marker of blastocyst implantation potential. Furthermore, 22.9% of miRNAs secreted by twin embryos were never detected in SBM from normal reproductively competent blastocysts, or from trophectoderm (TE) samples from normal blastocysts donated for the research. The miRNA profile, unique to twin blastocysts, might be a result of differential lineage commitment in these embryos.
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Affiliation(s)
- Laila Noli
- 1 Division of Women's Health, Faculty of Life Sciences and Medicine, King's College London and Assisted Conception Unit, Guys' Hospital , London, United Kingdom
| | - Antonio Capalbo
- 2 GENERA, Centre for Reproductive Medicine , Clinica Valle Giulia, Rome, Italy .,3 GENETYX, Molecular Genetics Laboratory , Vicenza, Italy
| | - Yaser Dajani
- 1 Division of Women's Health, Faculty of Life Sciences and Medicine, King's College London and Assisted Conception Unit, Guys' Hospital , London, United Kingdom
| | - Danilo Cimadomo
- 2 GENERA, Centre for Reproductive Medicine , Clinica Valle Giulia, Rome, Italy .,3 GENETYX, Molecular Genetics Laboratory , Vicenza, Italy
| | - Jean Bvumbe
- 1 Division of Women's Health, Faculty of Life Sciences and Medicine, King's College London and Assisted Conception Unit, Guys' Hospital , London, United Kingdom
| | - Laura Rienzi
- 2 GENERA, Centre for Reproductive Medicine , Clinica Valle Giulia, Rome, Italy .,3 GENETYX, Molecular Genetics Laboratory , Vicenza, Italy
| | - Filippo Maria Ubaldi
- 2 GENERA, Centre for Reproductive Medicine , Clinica Valle Giulia, Rome, Italy .,3 GENETYX, Molecular Genetics Laboratory , Vicenza, Italy
| | - Caroline Ogilvie
- 4 Genetics Laboratories, Guy's Hospital , London, United Kingdom
| | - Yacoub Khalaf
- 1 Division of Women's Health, Faculty of Life Sciences and Medicine, King's College London and Assisted Conception Unit, Guys' Hospital , London, United Kingdom
| | - Dusko Ilic
- 1 Division of Women's Health, Faculty of Life Sciences and Medicine, King's College London and Assisted Conception Unit, Guys' Hospital , London, United Kingdom
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164
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Brigant B, Metzinger-Le Meuth V, Massy ZA, McKay N, Liabeuf S, Pelletier M, Sallée M, M'Baya-Moutoula E, Paul P, Drueke TB, Burtey S, Metzinger L. Serum microRNAs are altered in various stages of chronic kidney disease: a preliminary study. Clin Kidney J 2016. [PMID: 28643818 PMCID: PMC5469576 DOI: 10.1093/ckj/sfw060] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background MicroRNAs (miRNAs) are innovative and informative blood-based biomarkers involved in numerous pathophysiological processes. In this study and based on our previous experimental data, we investigated miR-126, miR-143, miR-145, miR-155 and miR-223 as potential circulating biomarkers for the diagnosis and prognosis of patients with chronic kidney disease (CKD). The primary objective of this study was to assess the levels of miRNA expression at various stages of CKD. Methods RNA was extracted from serum, and RT-qPCR was performed for the five miRNAs and cel-miR-39 (internal control). Results Serum levels of miR-143, -145 and -223 were elevated in patients with CKD compared with healthy controls. They were further increased in chronic haemodialysis patients, but were below control levels in renal transplant recipients. In contrast, circulating levels of miR-126 and miR-155 levels, which were also elevated in CKD patients, were lower in the haemodialysis group and even lower in the transplant group. Four of the five miRNA species were correlated with estimated glomerular filtration rate, and three were correlated with circulating uraemic toxins. Conclusions This exploratory study suggests that specific miRNAs could be biomarkers for complications of CKD, justifying further studies to link changes of miRNA levels with outcomes in CKD patients.
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Affiliation(s)
- Benjamin Brigant
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1088, Mécanismes physiopathologiques et conséquences des calcifications cardiovasculaires (MP3C), CURS, Université Picardie Jules Verne, Amiens, France
| | - Valérie Metzinger-Le Meuth
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1088, Mécanismes physiopathologiques et conséquences des calcifications cardiovasculaires (MP3C), CURS, Université Picardie Jules Verne, Amiens, France.,University Paris 13, Sorbonne Paris Cité, UFR SMBH, Bobigny, France
| | - Ziad A Massy
- Division of Nephrology, Ambroise Paré Hospital, Paris Ile de France Ouest (UVSQ) University, Boulogne Billancourt, France.,INSERM U1018, Centre de recherche en épidémiologie et santé des populations, Equipe 5, Villejuif, France
| | - Nathalie McKay
- INSERM UMR_S 1076, Aix Marseille Université, INSERM UMR_S 1076, Marseille, France
| | - Sophie Liabeuf
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1088, Mécanismes physiopathologiques et conséquences des calcifications cardiovasculaires (MP3C), CURS, Université Picardie Jules Verne, Amiens, France
| | - Marion Pelletier
- INSERM UMR_S 1076, Aix Marseille Université, INSERM UMR_S 1076, Marseille, France
| | - Marion Sallée
- INSERM UMR_S 1076, Aix Marseille Université, INSERM UMR_S 1076, Marseille, France
| | - Eléonore M'Baya-Moutoula
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1088, Mécanismes physiopathologiques et conséquences des calcifications cardiovasculaires (MP3C), CURS, Université Picardie Jules Verne, Amiens, France
| | - Pascale Paul
- INSERM UMR_S 1076, Aix Marseille Université, INSERM UMR_S 1076, Marseille, France
| | - Tilman B Drueke
- INSERM U1018, Centre de recherche en épidémiologie et santé des populations, Equipe 5, Villejuif, France
| | - Stéphane Burtey
- INSERM UMR_S 1076, Aix Marseille Université, INSERM UMR_S 1076, Marseille, France
| | - Laurent Metzinger
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1088, Mécanismes physiopathologiques et conséquences des calcifications cardiovasculaires (MP3C), CURS, Université Picardie Jules Verne, Amiens, France
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165
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Jiang L, Huang J, Chen Y, Yang Y, Li R, Li Y, Chen X, Yang D. Identification of several circulating microRNAs from a genome-wide circulating microRNA expression profile as potential biomarkers for impaired glucose metabolism in polycystic ovarian syndrome. Endocrine 2016; 53:280-90. [PMID: 26860517 DOI: 10.1007/s12020-016-0878-9] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 01/21/2016] [Indexed: 01/06/2023]
Abstract
This study aimed to detect serum microRNAs (miRNAs) differentially expressed between polycystic ovary syndrome (PCOS) patients with impaired glucose metabolism (IGM), PCOS patients with normal glucose tolerance (NGT), and healthy controls. A TaqMan miRNA array explored serum miRNA profiles as a pilot study, then selected miRNAs were analyzed in a validation cohort consisting of 65 PCOS women with IGM, 65 PCOS women with NGT, and 45 healthy women The relative expression of miR-122, miR-193b, and miR-194 was up-regulated in PCOS patients compared with controls, whereas that of miR-199b-5p was down-regulated. Furthermore, miR-122, miR-193b, and miR-194 were increased in the PCOS-IGM group compared with the PCOS-NGT group. Multiple linear regression analyses revealed that miR-193b and body mass index contributed independently to explain 43.7 % (P < 0.0001) of homeostasis model assessment-insulin resistance after adjustment for age. Investigation of diagnostic values confirmed the optimal combination of BMI and miR-193b to explore the possibility of IGM in PCOS women with area under the curve of 0.752 (95 % CI 0.667-0.837, P < 0.001). Bioinformatics analysis indicated that the predicted target functions of these miRNAs mainly involved glycometabolism and ovarian follicle development pathways, including the insulin signaling pathway, the neurotrophin signaling pathway, the PI3K-AKT signaling pathway, and regulation of actin cytoskeleton. This study expands our knowledge of the serum miRNA expression profiles of PCOS patients with IGM and the predicted target signal pathways involved in disease pathophysiology.
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Affiliation(s)
- Linlin Jiang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China
| | - Jia Huang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China
| | - Yaxiao Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China
| | - Yabo Yang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China
| | - Ruiqi Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China
| | - Yu Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China
| | - Xiaoli Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China
| | - Dongzi Yang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Obstetrics and Gynecology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, 107 Yan Jiang West Road, Guangzhou, 510120, People's Republic of China.
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166
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Navickas R, Gal D, Laucevičius A, Taparauskaitė A, Zdanytė M, Holvoet P. Identifying circulating microRNAs as biomarkers of cardiovascular disease: a systematic review. Cardiovasc Res 2016; 111:322-37. [PMID: 27357636 PMCID: PMC4996262 DOI: 10.1093/cvr/cvw174] [Citation(s) in RCA: 248] [Impact Index Per Article: 27.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 05/19/2016] [Indexed: 12/31/2022] Open
Abstract
The aim of the present study is to identify microRNAs (miRs) with high potential to be used as biomarkers in plasma and/or serum to clinically diagnose, or provide accurate prognosis for survival in, patients with atherosclerosis, coronary artery disease, and acute coronary syndrome (ACS). A systematic search of published original research yielded a total of 72 studies. After review of the risk of bias of the published studies, according to Cochrane Collaboration and the QUADUAS Group standards, 19 studies were selected. Overall 52 different miRs were reported. In particular, miR-133a/b (5 studies), miR-208a/b (6 studies), and miR-499 (7 studies) were well studied and found to be significant diagnostic and/or prognostic markers across different cardiovascular disease progression stages. miR-1 and miR-145b are potential biomarkers of ACS; miR-1 with higher sensitivity for all acute myocardial infarction (AMI), and miR-145 for STEMI and worse outcome of AMI. But when miRs were studied across different ACS study populations, patients had varying degrees of coronary stenosis, which was identified as an important confounder that limited the ability to quantitatively pool the study results. The identified miRs were found to regulate endothelial function and angiogenesis (miR-1, miR-133), vascular smooth muscle cell differentiation (miR-133, miR-145), communication between vascular smooth muscle and endothelial cell to stabilize plaques (miR-145), apoptosis (miR-1, miR-133, miR-499), cardiac myocyte differentiation (miR-1, miR-133, miR-145, miR-208, miR-499), and to repress cardiac hypertrophy (miR-133). Their role in these processes may be explained by regulation of shared RNA targets such as cyclin-dependent kinase inhibitor 1A (or p21), ETS proto-oncogene 1, fascin actin-bundling protein 1, hyperpolarization-activated cyclic nucleotide-gated potassium channel 4, insulin-like growth factor 1 receptor LIM and SH3 protein 1, purine nucleoside phosphorylase, and transgelin 2. These mechanistic data further support the clinical relevance of the identified miRs. miR-1, miR-133a/b, miR-145, miR-208a/b, and miR-499(a) in plasma and/or serum show some potential for diagnosis of cardiovascular disease. However, biased selection of miRs in most studies and unexplained contrasting results are major limitations of current miR research. Inconsistencies need to be addressed in order to definitively identify clinically useful miRs. Therefore, this paper presents important aspects to improve future miR research, including unbiased selection of miRs, standardization/normalization of reference miRs, adjustment for patient comorbidities and medication, and robust protocols of data-sharing plans that could prevent selective publication and selective reporting of miR research outcomes.
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Affiliation(s)
- Rokas Navickas
- Faculty of Medicine, Vilnius University, Vilnius, Lithuania Vilnius University Hospital Santariškių Klinikos, Vilnius, Lithuania
| | - Diane Gal
- Department of Cardiovascular Sciences, Atherosclerosis and Metabolism Unit, KU Leuven, Leuven, Belgium
| | - Aleksandras Laucevičius
- Faculty of Medicine, Vilnius University, Vilnius, Lithuania Vilnius University Hospital Santariškių Klinikos, Vilnius, Lithuania
| | | | | | - Paul Holvoet
- Department of Cardiovascular Sciences, Atherosclerosis and Metabolism Unit, KU Leuven, Leuven, Belgium
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167
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Jahagirdar D, Purohit S, Jain A, Sharma NK. Export of microRNAs: A Bridge between Breast Carcinoma and Their Neighboring Cells. Front Oncol 2016; 6:147. [PMID: 27379209 PMCID: PMC4913210 DOI: 10.3389/fonc.2016.00147] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 05/30/2016] [Indexed: 12/11/2022] Open
Abstract
Breast cancer is a leading type of cancer among women in India as well as worldwide. According to the WHO 2015 report, it has been anticipated that there would be a twofold rise in the death due to breast cancer among women. The heterogeneous property of breast carcinoma has been suggested to be linked with dedicated set of communication and signaling pathway with their surroundings, which culminate into progression and development of the cancer. Among the plethora of communication tools in the hand of breast carcinoma cells is the recently appreciated exocytosis of the tightly packed short non-coding RNA molecules, predominantly the microRNAs (miRNAs). Recent studies suggest that miRNAs may work as courier messengers to participate in endocrine and paracrine signaling to facilitate information transfer between breast carcinoma and their neighboring cells. Evidence suggests that breast tumor cells communicate via packaged miRNAs in the tumor-released microvesicles, which enrich the tumor microenvironment. There is a strong view that dissecting out the mechanistic and regulatory aspects of miRNA export and role may uncover many prospects for overcoming the signaling defects and thereby controlling aberrant cell division. The detection of circulating miRNAs associated with breast carcinoma can also be used as biomarkers for early diagnosis. This review article is an attempt to provide updated knowledge on implications of short RNAs and their transport in the breast cancer pathophysiology.
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Affiliation(s)
- Devashree Jahagirdar
- Cancer and Translational Research Lab, Dr. D.Y. Patil Biotechnology & Bioinformatics Institute, Dr. D.Y. Patil Vidyapeeth, Pune, India
| | - Shruti Purohit
- Cancer and Translational Research Lab, Dr. D.Y. Patil Biotechnology & Bioinformatics Institute, Dr. D.Y. Patil Vidyapeeth, Pune, India
| | - Aayushi Jain
- Cancer and Translational Research Lab, Dr. D.Y. Patil Biotechnology & Bioinformatics Institute, Dr. D.Y. Patil Vidyapeeth, Pune, India
| | - Nilesh Kumar Sharma
- Cancer and Translational Research Lab, Dr. D.Y. Patil Biotechnology & Bioinformatics Institute, Dr. D.Y. Patil Vidyapeeth, Pune, India
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168
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Yang R, Zeng Y, Xu H, Chen Z, Xiang M, Fu Y, Yin Y, Zhong J, Zeng M, Wang P, You Q, Zeng X. Heterogeneous nuclear ribonucleoprotein K is overexpressed and associated with poor prognosis in gastric cancer. Oncol Rep 2016; 36:929-35. [DOI: 10.3892/or.2016.4845] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2016] [Accepted: 02/24/2016] [Indexed: 11/06/2022] Open
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169
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Circulating microRNAs predict future fatal myocardial infarction in healthy individuals - The HUNT study. J Mol Cell Cardiol 2016; 97:162-8. [PMID: 27192016 DOI: 10.1016/j.yjmcc.2016.05.009] [Citation(s) in RCA: 106] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 05/13/2016] [Accepted: 05/13/2016] [Indexed: 11/22/2022]
Abstract
Coronary heart disease is the most common cause of death, and the number of individuals at risk is increasing. To better manage this pandemic, improved tool for risk prediction, including more accurate biomarkers are needed. The objective of this study was to assess the utility of circulating microRNAs (miRs) to predict future fatal acute myocardial infarction (AMI) in healthy participants. We performed a prospective nested case-control study with 10-year observation period and fatal AMI as endpoint. In total, 179 miRs were quantified by real-time polymerase chain reaction in serum of 112 healthy participants (40-70years) that either (1) suffered from fatal AMI within 10years [n=56], or (2) remained healthy [n=56, risk factor-matched controls]. Candidate miRs were validated in a separate cohort of healthy individuals (n=100). Twelve miRs were differently expressed in cases and controls in the derivation cohort (p<0.05). Among these, 10 miRs differed significantly between cases and controls in the validation cohort (p<0.05). We identified gender dimorphisms, as miR-424-5p and miR-26a-5p were associated exclusively with risk in men and women, respectively. The best model for predicting future AMI consisted of miR-106a-5p, miR-424-5p, let-7g-5p, miR-144-3p and miR-660-5p, providing 77.6% correct classification for both genders, and 74.1% and 81.8% for men and women, respectively. Adding these 5 miRs to the Framingham Risk Score, increased the AUC from 0.72 to 0.91 (p<0.001). In conclusion, we identified several miRs associated with future AMI, revealed gender-specific associations, and proposed a panel of 5 miRs to enhance AMI risk prediction in healthy individuals.
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170
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Ferracin M, Lupini L, Salamon I, Saccenti E, Zanzi MV, Rocchi A, Da Ros L, Zagatti B, Musa G, Bassi C, Mangolini A, Cavallesco G, Frassoldati A, Volpato S, Carcoforo P, Hollingsworth AB, Negrini M. Absolute quantification of cell-free microRNAs in cancer patients. Oncotarget 2016; 6:14545-55. [PMID: 26036630 PMCID: PMC4546486 DOI: 10.18632/oncotarget.3859] [Citation(s) in RCA: 93] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2015] [Accepted: 04/23/2015] [Indexed: 12/16/2022] Open
Abstract
The hypothesis to use microRNAs (miRNAs) circulating in the blood as cancer biomarkers was formulated some years ago based on promising initial results. After some exciting discoveries, however, it became evident that the accurate quantification of cell-free miRNAs was more challenging than expected. Difficulties were linked to the strong impact that many, if not all, pre- and post- analytical variables have on the final results. In this study, we used currently available high-throughput technologies to identify miRNAs present in plasma and serum of patients with breast, colorectal, lung, thyroid and melanoma tumors, and healthy controls. Then, we assessed the absolute level of nine different miRNAs (miR-320a, miR-21-5p, miR-378a-3p, miR-181a-5p, miR-3156-5p, miR-2110, miR-125a-5p, miR-425-5p, miR-766-3p) in 207 samples from healthy controls and cancer patients using droplet digital PCR (ddPCR) technology. We identified miRNAs specifically modulated in one or more cancer types, according to tissue source. The significant reduction of miR-181a-5p levels in breast cancer patients serum was further validated using two independent cohorts, one from Italy (n = 70) and one from US (n = 90), with AUC 0.66 and 0.73 respectively. This study finally powers the use of cell-free miRNAs as cancer biomarkers and propose miR-181a-5p as a diagnostic breast cancer biomarker.
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Affiliation(s)
- Manuela Ferracin
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy.,Laboratory for Technologies of Advanced Therapies (LTTA), University of Ferrara, Ferrara, Italy
| | - Laura Lupini
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Irene Salamon
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Elena Saccenti
- Section of Hematology, S. Anna University Hospital, Ferrara, Italy.,Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | | | - Andrea Rocchi
- Clinical Oncology Unit, S. Anna University Hospital, Ferrara, Italy
| | - Lucia Da Ros
- Clinical Oncology Unit, S. Anna University Hospital, Ferrara, Italy
| | - Barbara Zagatti
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy.,Laboratory for Technologies of Advanced Therapies (LTTA), University of Ferrara, Ferrara, Italy
| | - Gentian Musa
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Cristian Bassi
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Alessandra Mangolini
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Giorgio Cavallesco
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy.,Section of General and Thoracic Surgery, S. Anna University Hospital, Ferrara, Italy
| | | | - Stefano Volpato
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Paolo Carcoforo
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy.,Breast Unit, S. Anna University Hospital, Ferrara, Italy
| | | | - Massimo Negrini
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy.,Laboratory for Technologies of Advanced Therapies (LTTA), University of Ferrara, Ferrara, Italy
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Abstract
Since their first discovery in chronic lymphocytic leukemia, miR-15a and miR-16 have been reported to act as tumor suppressors or potential oncomiRs in different types of cancer. This review summarizes the history, biological properties and the important functions of these two miRNAs in cancer. It also introduces their roles as regulators of immune responses and angiogenesis, endogenous controls as well as potential targets and hallmarks of cancer.
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Affiliation(s)
- Enyu Huang
- Department of Immunology, Key Laboratory of Medical Molecular Virology of MOE/MOH, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, People's Republic of China
| | - Ronghua Liu
- Department of Immunology, Key Laboratory of Medical Molecular Virology of MOE/MOH, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, People's Republic of China
| | - Yiwei Chu
- Department of Immunology, Key Laboratory of Medical Molecular Virology of MOE/MOH, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, People's Republic of China.,Biotherapy Research Center, Fudan University, Shanghai 200032, People's Republic of China
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172
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Xin Y, Yang C, Han Z. Circulating miR-499 as a potential biomarker for acute myocardial infarction. ANNALS OF TRANSLATIONAL MEDICINE 2016; 4:135. [PMID: 27162785 DOI: 10.21037/atm.2016.03.40] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Acute myocardial infarction (AMI), a common heart disease that may lead to chronic heart failure, is the leading cause of morbidity and mortality worldwide. MicroRNAs (miRNAs) are small non-coding RNAs that mediate the expression of target genes. Recently, a number of miRNAs are emerging as potential biomarkers of AMI. MiRNA-499 is a newly discovered member of miRNAs, and is mainly expressed in myocardium, the circulating levels of miRNA-499 was increased in AMI patients. This review summarizes the latest advances in the miRNA-499 study and discusses the potential of miRNA-499 to be a biomarker of AMI.
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Affiliation(s)
- Yunyi Xin
- 1 Department of Cardiology, 2 Department of Laboratory Medicine, Wuxi Second People's Hospital of Nanjing Medical University, Wuxi 214002, China
| | - Chengjian Yang
- 1 Department of Cardiology, 2 Department of Laboratory Medicine, Wuxi Second People's Hospital of Nanjing Medical University, Wuxi 214002, China
| | - Zhijun Han
- 1 Department of Cardiology, 2 Department of Laboratory Medicine, Wuxi Second People's Hospital of Nanjing Medical University, Wuxi 214002, China
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Wang C, Li Q, Liu F, Chen X, Nesa EU, Guan S, Liu B, Han L, Tan B, Wang D, Chen P, Liu X, Zhang H, Sun Y, Cheng Y. Serum miR-1297: a promising diagnostic biomarker in esophageal squamous cell carcinoma. Biomarkers 2016; 21:517-22. [PMID: 27152453 DOI: 10.3109/1354750x.2016.1160291] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
We aimed to value the diagnostic potential of serum miR-1297 in esophageal squamous cell cancer (ESCC). Its expression level was detected in 156 pairs of patients with ESCC and healthy volunteers using quantitative real-time polymerase chain reaction (qRT-PCR) method. It was statistically decreased in ESCC patients compared with healthy controls. AUC based on serum miR-1297 was 0.840 ± 0.035 in discovery group and 0.837 ± 0.034 in validation group. Further analysis on early-stage patients revealed that the AUC was 0.819 ± 0.053 in discovery group and 0.814 ± 0.044 in validation group. Its sensitivity and specificity were promising. In conclusion, serum miR-1297 can serve as an ideal indicator for the diagnosis of ESCC.
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Affiliation(s)
- Cong Wang
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Qingbao Li
- b Department of Cardiac Surgery , Shandong Provincial Hospital Affiliated to Shandong University , Jinan , Shandong , People's Republic of China
| | - Fang Liu
- c Department of Imaging , Shandong Medical College , Jinan , Shandong , People's Republic of China
| | - Xuan Chen
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Effat Un Nesa
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Shanghui Guan
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Bowen Liu
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Lihui Han
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Bingxu Tan
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Ding Wang
- d Department of Clinical Laboratory , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Pengxiang Chen
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Xiaoyue Liu
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Han Zhang
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Ying Sun
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
| | - Yufeng Cheng
- a Department of Radiation Oncology , Qilu Hospital of Shandong University , Jinan , Shandong , People's Republic of China
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Genemaras AA, Ennis H, Kaplan L, Huang CY. Inflammatory cytokines induce specific time- and concentration-dependent MicroRNA release by chondrocytes, synoviocytes, and meniscus cells. J Orthop Res 2016; 34:779-90. [PMID: 26505891 DOI: 10.1002/jor.23086] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Accepted: 10/12/2015] [Indexed: 02/04/2023]
Abstract
In knee osteoarthritis (OA), concentrations of interleukin (IL)-1β and tumor necrosis factor (TNF)-α increase in joint tissues and synovial fluid which incite a catabolic cascade and further the progression of OA. Several microRNAs (miRNA) have been associated with apoptosis (miR-16), inflammation (miR-22, miR-146a), and matrix degradation (miR-140, miR-27b) in developed OA or its symptoms. In this study, the time- and concentration-dependent nature of cellular and extracellular miRNAs in synoviocytes, meniscus cells, and chondrocytes as influenced by inflammatory cytokines was investigated. For time-dependent studies, three cell types were stimulated with 10 ng/ml IL-1β or 50 ng/ml TNF-α for 8, 16, and 24 h. For concentration-dependent studies, chondrocytes were stimulated with a higher level of IL-1β (20 ng/ml) or TNF-α (100 ng/ml) for 8 h. Cellular and extracellular expressions of miR-22, miR-16, miR-146a, miR-27b, and miR-140 were analyzed by RT-PCR. Time-dependent cellular miRNA expressions were similar across the three cell types with miR-146a significantly up-regulated and miR-27b significantly down-regulated at all time points. However, chondrocytes exhibited a unique extracellular miRNA profile with an increased release rate of miR-27b at 24 h. Our findings support further research into the characterization of miRNAs in synovial fluid for the development of early detection strategies of OA or cartilage injury. © 2015 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 34:779-790, 2016.
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Affiliation(s)
- Amaris A Genemaras
- Department of Biomedical Engineering, College of Engineering, University of Miami, Coral Gables, Florida
| | - Hayley Ennis
- Department of Orthopedics, Division of Sports Medicine, University of Miami Miller School of Medicine, Miami, Florida
| | - Lee Kaplan
- Department of Biomedical Engineering, College of Engineering, University of Miami, Coral Gables, Florida
| | - Chun-Yuh Huang
- Department of Biomedical Engineering, College of Engineering, University of Miami, Coral Gables, Florida
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175
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Emanueli C, Shearn AIU, Laftah A, Fiorentino F, Reeves BC, Beltrami C, Mumford A, Clayton A, Gurney M, Shantikumar S, Angelini GD. Coronary Artery-Bypass-Graft Surgery Increases the Plasma Concentration of Exosomes Carrying a Cargo of Cardiac MicroRNAs: An Example of Exosome Trafficking Out of the Human Heart with Potential for Cardiac Biomarker Discovery. PLoS One 2016; 11:e0154274. [PMID: 27128471 PMCID: PMC4851293 DOI: 10.1371/journal.pone.0154274] [Citation(s) in RCA: 104] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Accepted: 04/10/2016] [Indexed: 12/21/2022] Open
Abstract
Introduction Exosome nanoparticles carry a composite cargo, including microRNAs (miRs). Cultured cardiovascular cells release miR-containing exosomes. The exosomal trafficking of miRNAs from the heart is largely unexplored. Working on clinical samples from coronary-artery by-pass graft (CABG) surgery, we investigated if: 1) exosomes containing cardiac miRs and hence putatively released by cardiac cells increase in the circulation after surgery; 2) circulating exosomes and exosomal cardiac miRs correlate with cardiac troponin (cTn), the current “gold standard” surrogate biomarker of myocardial damage. Methods and Results The concentration of exosome-sized nanoparticles was determined in serial plasma samples. Cardiac-expressed (miR-1, miR-24, miR-133a/b, miR-208a/b, miR-210), non-cardiovascular (miR-122) and quality control miRs were measured in whole plasma and in plasma exosomes. Linear regression analyses were employed to establish the extent to which the circulating individual miRs, exosomes and exosomal cardiac miR correlated with cTn-I. Cardiac-expressed miRs and the nanoparticle number increased in the plasma on completion of surgery for up to 48 hours. The exosomal concentration of cardiac miRs also increased after CABG. Cardiac miRs in the whole plasma did not correlate significantly with cTn-I. By contrast cTn-I was positively correlated with the plasma exosome level and the exosomal cardiac miRs. Conclusions The plasma concentrations of exosomes and their cargo of cardiac miRs increased in patients undergoing CABG and were positively correlated with hs-cTnI. These data provide evidence that CABG induces the trafficking of exosomes from the heart to the peripheral circulation. Future studies are necessary to investigate the potential of circulating exosomes as clinical biomarkers in cardiac patients.
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Affiliation(s)
- Costanza Emanueli
- Bristol Heart Institute, University of Bristol, Bristol, United Kingdom
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- * E-mail:
| | | | - Abas Laftah
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Francesca Fiorentino
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Barnaby C. Reeves
- Bristol Heart Institute, University of Bristol, Bristol, United Kingdom
| | - Cristina Beltrami
- Bristol Heart Institute, University of Bristol, Bristol, United Kingdom
| | - Andrew Mumford
- Bristol Heart Institute, University of Bristol, Bristol, United Kingdom
| | - Aled Clayton
- Institute of Cancer & Genetics, University of Cardiff, Cardiff, United Kingdom
| | - Mark Gurney
- Institute of Cancer & Genetics, University of Cardiff, Cardiff, United Kingdom
| | - Saran Shantikumar
- Bristol Heart Institute, University of Bristol, Bristol, United Kingdom
| | - Gianni D. Angelini
- Bristol Heart Institute, University of Bristol, Bristol, United Kingdom
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
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176
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Larrea E, Sole C, Manterola L, Goicoechea I, Armesto M, Arestin M, Caffarel MM, Araujo AM, Araiz M, Fernandez-Mercado M, Lawrie CH. New Concepts in Cancer Biomarkers: Circulating miRNAs in Liquid Biopsies. Int J Mol Sci 2016; 17:ijms17050627. [PMID: 27128908 PMCID: PMC4881453 DOI: 10.3390/ijms17050627] [Citation(s) in RCA: 184] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2016] [Revised: 04/18/2016] [Accepted: 04/18/2016] [Indexed: 12/19/2022] Open
Abstract
The effective and efficient management of cancer patients relies upon early diagnosis and/or the monitoring of treatment, something that is often difficult to achieve using standard tissue biopsy techniques. Biological fluids such as blood hold great possibilities as a source of non-invasive cancer biomarkers that can act as surrogate markers to biopsy-based sampling. The non-invasive nature of these “liquid biopsies” ultimately means that cancer detection may be earlier and that the ability to monitor disease progression and/or treatment response represents a paradigm shift in the treatment of cancer patients. Below, we review one of the most promising classes of circulating cancer biomarkers: microRNAs (miRNAs). In particular, we will consider their history, the controversy surrounding their origin and biology, and, most importantly, the hurdles that remain to be overcome if they are really to become part of future clinical practice.
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Affiliation(s)
- Erika Larrea
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
| | - Carla Sole
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
| | - Lorea Manterola
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
| | - Ibai Goicoechea
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
| | - María Armesto
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
| | - María Arestin
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
| | - María M Caffarel
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
- IKERBASQUE, Basque Foundation for Science, 48013 Bilbao, Spain.
| | - Angela M Araujo
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
| | - María Araiz
- Hematology Department, Donostia Hospital, 20014 San Sebastián, Spain.
| | | | - Charles H Lawrie
- Molecular Oncology, Biodonostia Research Institute, 20014 San Sebastián, Spain.
- IKERBASQUE, Basque Foundation for Science, 48013 Bilbao, Spain.
- Nuffield Department of Clinical Laboratory Sciences, University of Oxford, Oxford OX3 9DU, UK.
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177
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Aragon Han P, Kim HS, Cho S, Fazeli R, Najafian A, Khawaja H, McAlexander M, Dy B, Sorensen M, Aronova A, Sebo TJ, Giordano TJ, Fahey TJ, Thompson GB, Gauger PG, Somervell H, Bishop JA, Eshleman JR, Schneider EB, Witwer KW, Umbricht CB, Zeiger MA. Association of BRAF V600E Mutation and MicroRNA Expression with Central Lymph Node Metastases in Papillary Thyroid Cancer: A Prospective Study from Four Endocrine Surgery Centers. Thyroid 2016; 26:532-42. [PMID: 26950846 PMCID: PMC4827320 DOI: 10.1089/thy.2015.0378] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Studies have demonstrated an association of the BRAF(V600E) mutation and microRNA (miR) expression with aggressive clinicopathologic features in papillary thyroid cancer (PTC). Analysis of BRAF(V600E) mutations with miR expression data may improve perioperative decision making for patients with PTC, specifically in identifying patients harboring central lymph node metastases (CLNM). METHODS Between January 2012 and June 2013, 237 consecutive patients underwent total thyroidectomy and prophylactic central lymph node dissection (CLND) at four endocrine surgery centers. All tumors were tested for the presence of the BRAF(V600E) mutation and miR-21, miR-146b-3p, miR-146b-5p, miR-204, miR-221, miR-222, and miR-375 expression. Bivariate and multivariable analyses were performed to examine associations between molecular markers and aggressive clinicopathologic features of PTC. RESULTS Multivariable logistic regression analysis of all clinicopathologic features found miR-146b-3p and miR-146b-5p to be independent predictors of CLNM, while the presence of BRAF(V600E) almost reached significance. Multivariable logistic regression analysis limited to only predictors available preoperatively (molecular markers, age, sex, and tumor size) found miR-146b-3p, miR-146b-5p, miR-222, and BRAF(V600E) mutation to predict CLNM independently. While BRAF(V600E) was found to be associated with CLNM (48% mutated in node-positive cases vs. 28% mutated in node-negative cases), its positive and negative predictive values (48% and 72%, respectively) limit its clinical utility as a stand-alone marker. In the subgroup analysis focusing on only classical variant of PTC cases (CVPTC), undergoing prophylactic lymph node dissection, multivariable logistic regression analysis found only miR-146b-5p and miR-222 to be independent predictors of CLNM, while BRAF(V600E) was not significantly associated with CLNM. CONCLUSION In the patients undergoing prophylactic CLNDs, miR-146b-3p, miR-146b-5p, and miR-222 were found to be predictive of CLNM preoperatively. However, there was significant overlap in expression of these miRs in the two outcome groups. The BRAF(V600E) mutation, while being a marker of CLNM when considering only preoperative variables among all histological subtypes, is likely not a useful stand-alone marker clinically because the difference between node-positive and node-negative cases was small. Furthermore, it lost significance when examining only CVPTC. Overall, our results speak to the concept and interpretation of statistical significance versus actual applicability of molecular markers, raising questions about their clinical usefulness as individual prognostic markers.
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Affiliation(s)
- Patricia Aragon Han
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hyun-seok Kim
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Soonweng Cho
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Roghayeh Fazeli
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alireza Najafian
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hunain Khawaja
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Melissa McAlexander
- Department of Molecular and Comparative Pathobiology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Benzon Dy
- Departments of Surgery, Mayo Clinic, Rochester, Minnesota
| | - Meredith Sorensen
- Division of Endocrine Surgery, University of Michigan Health System, Ann Arbor, Michigan
| | - Anna Aronova
- Endocrine Surgery Section, Department of Surgery, New York Presbyterian Hospital-Weill Cornell Medical Center, New York, New York
| | - Thomas J. Sebo
- Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Thomas J. Giordano
- Departments of Pathology and Internal Medicine, University of Michigan Health System, Ann Arbor, Michigan
| | - Thomas J. Fahey
- Endocrine Surgery Section, Department of Surgery, New York Presbyterian Hospital-Weill Cornell Medical Center, New York, New York
| | | | - Paul G. Gauger
- Division of Endocrine Surgery, University of Michigan Health System, Ann Arbor, Michigan
| | - Helina Somervell
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Justin A. Bishop
- Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James R. Eshleman
- Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Eric B. Schneider
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kenneth W. Witwer
- Department of Molecular and Comparative Pathobiology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christopher B. Umbricht
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Martha A. Zeiger
- Endocrine Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
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178
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Shi J. Considering Exosomal miR-21 as a Biomarker for Cancer. J Clin Med 2016; 5:jcm5040042. [PMID: 27043643 PMCID: PMC4850465 DOI: 10.3390/jcm5040042] [Citation(s) in RCA: 88] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Revised: 03/22/2016] [Accepted: 03/23/2016] [Indexed: 01/04/2023] Open
Abstract
Cancer is a fatal human disease. Early diagnosis of cancer is the most effective method to prevent cancer development and to achieve higher survival rates for patients. Many traditional diagnostic methods for cancer are still not sufficient for early, more convenient and accurate, and noninvasive diagnosis. Recently, the use of microRNAs (miRNAs), such as exosomal microRNA-21(miR-21), as potential biomarkers was widely reported. This initial systematic review analyzes the potential role of exosomal miR-21 as a general biomarker for cancers. A total of 10 studies involving 318 patients and 215 healthy controls have covered 10 types of cancers. The sensitivity and specificity of pooled studies were 75% (0.70–0.80) and 85% (0.81–0.91), with their 95% confidence intervals (CIs), while the area under the summary receiver operating characteristic curve (AUC) was 0.93. Additionally, we examined and evaluated almost all other issues about biomarkers, including cutoff points, internal controls and detection methods, from the literature. This initial meta-analysis indicates that exosomal miR-21 has a strong potential to be used as a universal biomarker to identify cancers, although as a general biomarker the case number for each cancer type is small. Based on the literature, a combination of miRNA panels and other cancer antigens, as well as a selection of appropriate internal controls, has the potential to serve as a more sensitive and accurate cancer diagnosis tool. Additional information on miR-21 would further support its use as a biomarker in cancer.
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Affiliation(s)
- Jian Shi
- Department of Neurology, Department of Veterans Affairs Medical Center, San Francisco and University of California, San Francisco, CA 94121, USA.
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179
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Wang C, Guan S, Liu F, Chen X, Han L, Wang D, Nesa EU, Wang X, Bao C, Wang N, Cheng Y. Prognostic and diagnostic potential of miR-146a in oesophageal squamous cell carcinoma. Br J Cancer 2016; 114:290-7. [PMID: 26794279 PMCID: PMC4742585 DOI: 10.1038/bjc.2015.463] [Citation(s) in RCA: 52] [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] [Revised: 09/26/2015] [Accepted: 11/19/2015] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Accumulating evidence indicates that dysregulated microRNA-146a (miR-146a) is involved in tumour genesis and cancer progression. We aimed to evaluate its expression level and the potential for the diagnosis and prognosis in oesophageal squamous cell cancer (ESCC). METHODS We examined miR-146a expression in 62 pairs of ESCC cancerous and matched paracancerous tissue, 115 formalin-fixed paraffin-embedded (FFPE) tissue samples and serum samples from 154 ESCC patients and 154 healthy volunteers using quantitative reverse transcription-PCR (qRT-PCR). Kaplan-Meier method, Cox regression and receiver-operating characteristic (ROC) curve analysis were applied to analyse its prognostic and diagnostic value. RESULTS MicroRNA-146a expression level was significantly decreased in ESCC tissue compared with paracancerous tissue (P<0.001). Its regulation level was negatively associated with T factor and TNM stage. Kaplan-Meier curve revealed that its downregulation level predicted worse overall survival (OS) and progression-free survival (PFS). Both univariate and multivariate analyses identified miR-146a expression as independent prognostic factor for OS and PFS. Serum miR-146a was significantly reduced in ESCC patients than in healthy controls (P<0.001). Area under the curve ROC value, sensitivity and specificity for this marker were 0.863 ± 0.033, 85.7% and 68.6% in the Discovery Group, and 0.891 ± 0.027, 82.1% and 83.3% in the Validation Group. CONCLUSIONS MicroRNA-146a is significantly reduced in cancerous tissue and serum samples of ESCC patients. It is an ideal biomarker for the prognosis and diagnosis of ESCC.
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Affiliation(s)
- Cong Wang
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Shanghui Guan
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Fang Liu
- Department of Imaging, Shandong Medical College, Jinan, Shandong 250002, China
| | - Xuan Chen
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Lihui Han
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Ding Wang
- Department of Laboratory Medicine, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Effat Un Nesa
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Xintong Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong 250117, China
| | - Cihang Bao
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Nana Wang
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Yufeng Cheng
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
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Jacobsen KS, Nielsen KO, Winther TN, Glebe D, Pociot F, Hogh B. Identification of valid reference genes for microRNA expression studies in a hepatitis B virus replicating liver cell line. BMC Res Notes 2016; 9:38. [PMID: 26801621 PMCID: PMC4724106 DOI: 10.1186/s13104-016-1848-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 01/08/2016] [Indexed: 12/22/2022] Open
Abstract
Background MicroRNAs are regulatory molecules and suggested as non-invasive biomarkers for molecular diagnostics and prognostics. Altered expression levels of specific microRNAs are associated with hepatitis B virus infection and hepatocellular carcinoma. We previously identified differentially expressed microRNAs with liver-specific target genes in plasma from children with chronic hepatitis B. To further understand the biological role of these microRNAs in the pathogenesis of chronic hepatitis B, we have used the human liver cell line HepG2, with and without HBV replication, after transfection of hepatitis B virus expression vectors. RT-qPCR is the preferred method for microRNA studies, and a careful normalisation strategy, verifying the optimal set of reference genes, is decisive for correctly evaluating microRNA expression levels. The aim of this study was to provide valid reference genes for the human HCC-derived cell line HepG2. Results A panel of 739 microRNAs was screened to identify the most stably expressed microRNAs, followed by a PubMed search identifying microRNAs previously used as reference genes. Sixteen candidate reference genes were validated by RT-qPCR. Reference gene stabilities were calculated first by standard deviations of ΔCt values and then by geNorm and NormFinder analyses, taking into account the amplification efficiency of each microRNA primer set. The optimal set of reference genes was verified by a target analysis using RT-qPCR on miR-215-5p. Conclusion We identified miR-24-3p, miR-151a-5p, and miR-425-5p as the most valid combination of reference genes for microRNA RT-qPCR studies in our hepatitis B virus replicating HepG2 cell model. Electronic supplementary material The online version of this article (doi:10.1186/s13104-016-1848-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kari Stougaard Jacobsen
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark. .,Department of Paediatrics and Center for Non-Coding RNA in Technology and Health, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Kirstine Overgaard Nielsen
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark. .,Department of Paediatrics and Center for Non-Coding RNA in Technology and Health, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Thilde Nordmann Winther
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Dieter Glebe
- Institute of Medical Virology, National Reference Center for Hepatitis B and D Viruses, German Center for Infection Research, Biomedical Research Center Seltersberg, Justus-Liebig University Giessen, Giessen, Germany.
| | - Flemming Pociot
- Department of Paediatrics and Center for Non-Coding RNA in Technology and Health, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Birthe Hogh
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark.
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Kalniņa Z, Meistere I, Kikuste I, Tolmanis I, Zayakin P, Linē A. Emerging blood-based biomarkers for detection of gastric cancer. World J Gastroenterol 2015; 21:11636-11653. [PMID: 26556992 PMCID: PMC4631966 DOI: 10.3748/wjg.v21.i41.11636] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2015] [Revised: 07/08/2015] [Accepted: 09/30/2015] [Indexed: 02/06/2023] Open
Abstract
Early detection and efficient monitoring of tumor dynamics are prerequisites for reducing disease burden and mortality, and for improving the management of patients with gastric cancer (GC). Blood-based biomarker assays for the detection of early-stage GC could be of great relevance both for population-wide or risk group-based screening programs, while circulating biomarkers that reflect the genetic make-up and dynamics of the tumor would allow monitoring of treatment efficacy, predict recurrences and assess the genetic heterogeneity of the tumor. Recent research to identify blood-based biomarkers of GC has resulted in the identification of a wide variety of cancer-associated molecules, including various proteins, autoantibodies against tumor associated antigens, cell-free DNA fragments, mRNAs and various non-coding RNAs, circulating tumor cells and cancer-derived extracellular vesicles. Each type of these biomarkers provides different information on the disease status, has different advantages and disadvantages, and distinct clinical usefulness. In the current review, we summarize the recent developments in blood-based GC biomarker discovery, discuss the origin of various types of biomarkers and their clinical usefulness and the technological challenges in the development of biomarker assays for clinical use.
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Popov A, Szabo A, Mandys V. Small nucleolar RNA U91 is a new internal control for accurate microRNAs quantification in pancreatic cancer. BMC Cancer 2015; 15:774. [PMID: 26499892 PMCID: PMC4619559 DOI: 10.1186/s12885-015-1785-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Accepted: 10/12/2015] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND RT-qPCR quantification of miRNAs expression may play an essential role in pancreatic ductal adenocarcinoma (PDAC) diagnostics. RT-qPCR-based experiments require endogenous controls for the result normalization and reliability. However, expression instability of reference genes in tumors may introduce bias when determining miRNA levels. METHODS We investigated expression of 6 miRNAs, isolated from FFPE samples of pancreatic adenocarcinomas. Four internal controls were utilized for RT-qPCR result normalization: artificial miR-39 from C. elegans, U6 snRNA, miR-16 and snoRNA U91. RESULTS We found miR-21, miR-155 or miR-217 expression values in tumors may differ up to several times, depending on selected internal controls. Moreover, different internal controls can produce controversial results for miR-96, miR-148a or miR-196a quantification. Also, expression of our endogenous controls varied significantly in tumors. U6 demonstrated variation from -1.03 to 8.12-fold, miR-16 from -2.94 up to 7.38-fold and the U91 from -3.05 to 4.36-fold respectively. On the other hand, the most stable gene, determined by NormFinder algorithm, was U91. Each miRNA normalized relatively to the spike or U91, demonstrated similar expression values. Thus, statistically significant and insignificant differences between tumors and normal tissues for miRNAs were equal for the spike and the U91. Also, the differences between the spike and U91 were statistically insignificant for all of miRs except miR-217. Among three endogenous controls, U91 had the lowest average expression values and standard deviation in cancer tissues. CONCLUSIONS We recommend U91 as a new normalizer for miRNA quantification in PDACs.
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Affiliation(s)
- Alexey Popov
- Department of Pathology, Third Faculty of Medicine, Charles University in Prague and University Hospital Kralovske Vinohrady, Srobarova 50, 100 00, Prague 10, Czech Republic.
| | - Arpad Szabo
- Department of Pathology, Third Faculty of Medicine, Charles University in Prague and University Hospital Kralovske Vinohrady, Srobarova 50, 100 00, Prague 10, Czech Republic.
| | - Václav Mandys
- Department of Pathology, Third Faculty of Medicine, Charles University in Prague and University Hospital Kralovske Vinohrady, Srobarova 50, 100 00, Prague 10, Czech Republic.
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183
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Byun JS, Hong SH, Choi JK, Jung JK, Lee HJ. Diagnostic profiling of salivary exosomal microRNAs in oral lichen planus patients. Oral Dis 2015; 21:987-93. [PMID: 26389700 DOI: 10.1111/odi.12374] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Revised: 09/02/2015] [Accepted: 09/09/2015] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Oral lichen planus is a chronic inflammatory oral mucosal disease whose exact cause is unclear and which requires efficient diagnostic and therapeutic strategies. Identification of disease-specific biomarkers in saliva is an easy, quick, and non-invasive approach for molecular diagnosis. This study was designed to examine salivary exosomal microRNAs (miRNAs) that could be candidates for diagnosing and elucidating the pathogenesis of oral lichen planus. SUBJECTS AND METHODS We compared miRNA profiles of salivary exosomes of patients with oral lichen planus with those of healthy controls. Saliva samples from 16 patients with oral lichen planus and eight healthy controls were divided into two sets and examined using miRNA microarray analysis and TaqMan quantitative PCR. RESULTS The three miRNAs identified (miR-4484, miR-1246, and miR-1290) were further validated. Of these, miR-4484 was significantly upregulated in the salivary exosomes of patients with oral lichen planus. CONCLUSIONS This study thus identifies a potential miRNA biomarker for oral lichen planus and provides insight into the functions of miRNAs in the pathogenesis of oral inflammatory diseases.
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Affiliation(s)
- J-S Byun
- Department of Oral Medicine, School of Dentistry, IHBR, Kyungpook National University, Daegu, South Korea
| | - S-H Hong
- Department of Oral Microbiology and Immunology, School of Dentistry, Kyungpook National University, Daegu, South Korea
| | - J-K Choi
- Department of Oral Medicine, School of Dentistry, IHBR, Kyungpook National University, Daegu, South Korea
| | - J-K Jung
- Department of Oral Medicine, School of Dentistry, IHBR, Kyungpook National University, Daegu, South Korea
| | - H-J Lee
- Department of Oral Microbiology and Immunology, School of Dentistry, Kyungpook National University, Daegu, South Korea.,Brain Science and Engineering Institute, Kyungpook National University, Daegu, South Korea
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184
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Ono S, Lam S, Nagahara M, Hoon DSB. Circulating microRNA Biomarkers as Liquid Biopsy for Cancer Patients: Pros and Cons of Current Assays. J Clin Med 2015; 4:1890-907. [PMID: 26512704 PMCID: PMC4626661 DOI: 10.3390/jcm4101890] [Citation(s) in RCA: 100] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Revised: 09/01/2015] [Accepted: 10/09/2015] [Indexed: 02/08/2023] Open
Abstract
An increasing number of studies have focused on circulating microRNAs (cmiRNA) in cancer patients’ blood for their potential as minimally-invasive biomarkers. Studies have reported the utility of assessing specific miRNAs in blood as diagnostic/prognostic biomarkers; however, the methodologies are not validated or standardized across laboratories. Unfortunately, there is often minimum limited overlap in techniques between results reported even in similar type studies on the same cancer. This hampers interpretation and reliability of cmiRNA as potential cancer biomarkers. Blood collection and processing, cmiRNA extractions, quality and quantity control of assays, defined patient population assessment, reproducibility, and reference standards all affect the cmiRNA assay results. To date, there is no reported definitive method to assess cmiRNAs. Therefore, appropriate and reliable methodologies are highly necessary in order for cmiRNAs to be used in regulated clinical diagnostic laboratories. In this review, we summarize the developments made over the past decade towards cmiRNA detection and discuss the pros and cons of the assays.
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Affiliation(s)
- Shigeshi Ono
- Department of Molecular Oncology, John Wayne Cancer Institute, Providence Saint John's Health Center, 2200 Santa Monica Blvd., Santa Monica, CA 90404, USA.
| | - Stella Lam
- Department of Molecular Oncology, John Wayne Cancer Institute, Providence Saint John's Health Center, 2200 Santa Monica Blvd., Santa Monica, CA 90404, USA.
| | - Makoto Nagahara
- Department of Molecular Oncology, John Wayne Cancer Institute, Providence Saint John's Health Center, 2200 Santa Monica Blvd., Santa Monica, CA 90404, USA.
| | - Dave S B Hoon
- Department of Molecular Oncology, John Wayne Cancer Institute, Providence Saint John's Health Center, 2200 Santa Monica Blvd., Santa Monica, CA 90404, USA.
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185
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Zhang L, Xu Y, Jin X, Wang Z, Wu Y, Zhao D, Chen G, Li D, Wang X, Cao H, Xie Y, Liang Z. A circulating miRNA signature as a diagnostic biomarker for non-invasive early detection of breast cancer. Breast Cancer Res Treat 2015; 154:423-34. [DOI: 10.1007/s10549-015-3591-0] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Accepted: 10/03/2015] [Indexed: 12/18/2022]
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186
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Schwarzenbach H, da Silva AM, Calin G, Pantel K. Data Normalization Strategies for MicroRNA Quantification. Clin Chem 2015; 61:1333-42. [PMID: 26408530 DOI: 10.1373/clinchem.2015.239459] [Citation(s) in RCA: 360] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Accepted: 08/25/2015] [Indexed: 12/15/2022]
Abstract
BACKGROUND Different technologies, such as quantitative real-time PCR or microarrays, have been developed to measure microRNA (miRNA) expression levels. Quantification of miRNA transcripts implicates data normalization using endogenous and exogenous reference genes for data correction. However, there is no consensus about an optimal normalization strategy. The choice of a reference gene remains problematic and can have a serious impact on the actual available transcript levels and, consequently, on the biological interpretation of data. CONTENT In this review article we discuss the reliability of the use of small RNAs, commonly reported in the literature as miRNA expression normalizers, and compare different strategies used for data normalization. SUMMARY A workflow strategy is proposed for normalization of miRNA expression data in an attempt to provide a basis for the establishment of a global standard procedure that will allow comparison across studies.
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Affiliation(s)
- Heidi Schwarzenbach
- Department of Tumour Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Andreia Machado da Silva
- Department of Experimental Therapeutics and The Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, TX; Instituto de Investigação em Saúde, Universidade do Porto, Porto, Portugal; INEB, Institute of Biomedical Engineering, Universidade do Porto, Porto, Portugal
| | - George Calin
- Department of Experimental Therapeutics and The Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Klaus Pantel
- Department of Tumour Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany;
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187
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Wu X, Tan X, Fu SW. May Circulating microRNAs be Gastric Cancer Diagnostic Biomarkers? J Cancer 2015; 6:1206-13. [PMID: 26535061 PMCID: PMC4622850 DOI: 10.7150/jca.12535] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Accepted: 08/25/2015] [Indexed: 12/13/2022] Open
Abstract
Gastric cancer (GC) is the third leading cause of cancer-related deaths. More than 80% of the diagnosis was made at the advanced stages of the disease, highlighting the urgent demand for novel biomarkers that can be used for early detection. Recently, a number of studies suggest that circulating microRNAs (miRNAs) could be potential biomarkers for GC diagnosis. Cancer-related circulating miRNAs, as well as tissue miRNAs, provide a hopeful prospect of detecting GC at early stages, and the prospective participation of miRNAs in biomarker development will enhance the sensitivity and specificity of diagnostic tests for GC. As miRNAs in blood are stable, their potential value as diagnostic biomarkers in GC has been explored over the past few years. However, due to the inconsistent or sometimes conflicting reports, large-scale prospective studies are needed to validate their potential applicability in GC diagnosis. This review summarizes the current development about potential miRNA biomarkers for GC diagnosis and the obstacles hindering their clinical usage.
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Affiliation(s)
- Xiaoling Wu
- 1. Department of Gastroenterology, Chengdu Military General Hospital, Chengdu, China
- 2. Department of Medicine (Division of Genomic Medicine), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Xiaohui Tan
- 2. Department of Medicine (Division of Genomic Medicine), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Sidney W. Fu
- 2. Department of Medicine (Division of Genomic Medicine), The George Washington University School of Medicine and Health Sciences, Washington, DC
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188
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Exploration of the R code-based mathematical model for PMI estimation using profiling of RNA degradation in rat brain tissue at different temperatures. Forensic Sci Med Pathol 2015; 11:530-7. [PMID: 26363634 DOI: 10.1007/s12024-015-9703-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/29/2015] [Indexed: 10/23/2022]
Abstract
Precise estimation of postmortem interval (PMI) is crucial in some criminal cases. This study aims to find some optimal markers for PMI estimation and build a mathematical model that could be used in various temperature conditions. Different mRNA and microRNA markers in rat brain samples were detected using real-time fluorescent quantitative PCR at 12 time points within 144 h postmortem and at temperatures of 4, 15, 25, and 35 °C. Samples from 36 other rats were used to verify the animal mathematical model. Brain-specific mir-9 and mir-125b are effective endogenous control markers that are not affected by PMI up to 144 h postmortem under these temperatures, whereas the commonly used U6 is not a suitable endogenous control in this study. Among all the candidate markers, ΔCt (β-actin) has the best correlation coefficient with PMI and was used to build a new model using R software which can simultaneously manage both PMI and temperature parameters. This animal mathematical model is verified using samples from 36 other rats and shows increased accuracy for higher temperatures and longer PMI. In this study, β-actin was found to be an optimal marker to estimate PMI and some other markers were found to be suitable to act as endogenous controls. Additionally, we have used R code software to build a model of PMI estimation that could be used in various temperature conditions.
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189
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Juzėnas S, Saltenienė V, Kupcinskas J, Link A, Kiudelis G, Jonaitis L, Jarmalaite S, Kupcinskas L, Malfertheiner P, Skieceviciene J. Analysis of Deregulated microRNAs and Their Target Genes in Gastric Cancer. PLoS One 2015; 10:e0132327. [PMID: 26172537 PMCID: PMC4501563 DOI: 10.1371/journal.pone.0132327] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Accepted: 06/13/2015] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND MicroRNAs (miRNAs) are widely studied non-coding RNAs that modulate gene expression. MiRNAs are deregulated in different tumors including gastric cancer (GC) and have potential diagnostic and prognostic implications. The aim of our study was to determine miRNA profile in GC tissues, followed by evaluation of deregulated miRNAs in plasma of GC patients. Using available databases and bioinformatics methods we also aimed to evaluate potential target genes of confirmed differentially expressed miRNA and validate these findings in GC tissues. METHODS The study included 51 GC patients and 51 controls. Initially, we screened miRNA expression profile in 13 tissue samples of GC and 12 normal gastric tissues with TaqMan low density array (TLDA). In the second stage, differentially expressed miRNAs were validated in a replication cohort using qRT-PCR in tissue and plasma samples. Subsequently, we analyzed potential target genes of deregulated miRNAs using bioinformatics approach, determined their expression in GC tissues and performed correlation analysis with targeting miRNAs. RESULTS Profiling with TLDA revealed 15 deregulated miRNAs in GC tissues compared to normal gastric mucosa. Replication analysis confirmed that miR-148a-3p, miR-204-5p, miR-223-3p and miR-375 were consistently deregulated in GC tissues. Analysis of GC patients' plasma samples showed significant down-regulation of miR-148a-3p, miR-375 and up-regulation of miR-223-3p compared to healthy subjects. Further, using bioinformatic tools we identified targets of replicated miRNAs and performed disease-associated gene enrichment analysis. Ultimately, we evaluated potential target gene BCL2 and DNMT3B expression by qRT-PCR in GC tissue, which correlated with targeting miRNA expression. CONCLUSIONS Our study revealed miRNA profile in GC tissues and showed that miR-148a-3p, miR-223-3p and miR-375 are deregulated in GC plasma samples, but these circulating miRNAs showed relatively weak diagnostic performance as sole biomarkers. Target gene analysis demonstrated that BCL2 and DNMT3B expression in GC tissue correlated with their targeting miRNA expression.
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Affiliation(s)
- Simonas Juzėnas
- Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Violeta Saltenienė
- Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Juozas Kupcinskas
- Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Alexander Link
- Department of Gastroenterology, Hepatology and Infectious Diseases, Otto von Guericke University, Magdeburg, Germany
| | - Gediminas Kiudelis
- Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Laimas Jonaitis
- Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Sonata Jarmalaite
- Division of Human Genome Research Centre, Faculty of Natural Sciences, Vilnius University, Vilnius, Lithuania
| | - Limas Kupcinskas
- Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Peter Malfertheiner
- Department of Gastroenterology, Hepatology and Infectious Diseases, Otto von Guericke University, Magdeburg, Germany
| | - Jurgita Skieceviciene
- Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
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190
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Diagnostic value of a plasma microRNA signature in gastric cancer: a microRNA expression analysis. Sci Rep 2015; 5:11251. [PMID: 26059512 PMCID: PMC4462022 DOI: 10.1038/srep11251] [Citation(s) in RCA: 109] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 05/05/2015] [Indexed: 12/14/2022] Open
Abstract
The differential expression of microRNAs (miRNAs) in plasma of gastric cancer (GC) patients may serve as a diagnostic biomarker. A total of 33 miRNAs were identified through the initial screening phase (3 GC pools vs. 1 normal control (NC) pool) using quantitative reverse transcription polymerase chain reaction (qRT-PCR) based Exiqon panel (miRCURY-Ready-to-Use-PCR-Human-panel-I + II-V1.M). By qRT-PCR, these miRNAs were further assessed in training (30 GC VS. 30 NCs) and testing stages (71 GC VS. 61 NCs). We discovered a plasma miRNA signature including five up-regulated miRNAs (miR-185, miR-20a, miR-210, miR-25 and miR-92b), and this signature was evaluated to be a potential diagnostic marker of GC. The areas under the receiver operating characteristic curve of the signature were 0.86, 0.74 and 0.87 for the training, testing and the external validation stages (32 GC VS. 18 NCs), respectively. The five miRNAs were consistently dysregulated in GC tissues (n = 30). Moreover, miR-185 was decreased while miR-20a, miR-210 and miR-92b were increased in arterial plasma (n = 38). However, none of the miRNAs in the exosomes showed different expression between 10 GC patients and 10 NCs. In conclusion, we identified a five-miRNA signature in the peripheral plasma which could serve as a non-invasive biomarker in detection of GC.
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191
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Chamnanchanunt S, Kuroki C, Desakorn V, Enomoto M, Thanachartwet V, Sahassananda D, Sattabongkot J, Jenwithisuk R, Fucharoen S, Svasti S, Umemura T. Downregulation of plasma miR-451 and miR-16 in Plasmodium vivax infection. Exp Parasitol 2015; 155:19-25. [PMID: 25913668 DOI: 10.1016/j.exppara.2015.04.013] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Revised: 03/26/2015] [Accepted: 04/19/2015] [Indexed: 11/25/2022]
Abstract
Malaria is a common parasitic disease in tropical countries, causing one to two million deaths every year. To establish the new biomarker, we analyzed plasma miRNAs obtained from 19 malaria patients and 19 normal subjects, using reverse transcription-based quantitative polymerase chain reaction (RT-qPCR). The average levels of plasma miR-451 and miR-16 were significantly lower in malaria patients, (8.9-fold; p <0.001 and 10.4-fold; p = 0.01, respectively). The levels of other abundant miRNAs in plasma (miR-223, miR-226-3p) did not change significantly in malaria patients. Our data suggest that plasma miR-451 and miR-16 are relevant biomarkers for malaria infection.
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Affiliation(s)
- Supat Chamnanchanunt
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Chieri Kuroki
- Department of Medical Technology, Graduate School of Health Sciences, Kyushu University, Fukuoka, Japan
| | - Varunee Desakorn
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Mari Enomoto
- Department of Medical Technology, Graduate School of Health Sciences, Kyushu University, Fukuoka, Japan
| | - Vipa Thanachartwet
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Duangjai Sahassananda
- Information Technology Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Jetsumon Sattabongkot
- Mahidol Vivax Research Unit, Faculty of Tropical Medicine, Mahidol University, Rachathevi, Bangkok, 10400, Thailand
| | - Rachaneeporn Jenwithisuk
- Mahidol Vivax Research Unit, Faculty of Tropical Medicine, Mahidol University, Rachathevi, Bangkok, 10400, Thailand
| | - Suthat Fucharoen
- Thalassemia Research Centre, Institute of Molecular Biosciences, Mahidol University, Nakhon Pathom 73170, Thailand
| | - Saovaros Svasti
- Thalassemia Research Centre, Institute of Molecular Biosciences, Mahidol University, Nakhon Pathom 73170, Thailand
| | - Tsukuru Umemura
- Department of Medical Technology, Graduate School of Health Sciences, Kyushu University, Fukuoka, Japan; Department of Medical Technology and Sciences, International University of Health and Welfare, Fukuoka, Japan.
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192
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Nothnick WB, Al-Hendy A, Lue JR. Circulating Micro-RNAs as Diagnostic Biomarkers for Endometriosis: Privation and Promise. J Minim Invasive Gynecol 2015; 22:719-26. [PMID: 25757811 DOI: 10.1016/j.jmig.2015.02.021] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Revised: 02/25/2015] [Accepted: 02/26/2015] [Indexed: 12/20/2022]
Abstract
Endometriosis represents a major medical concern in women of reproductive age. One of the remaining major hurdles for successful treatment of endometriosis is the limitation of the process of timely disease diagnosis. A simple blood test for endometriosis-specific biomarkers would offer a more timely accurate diagnosis for the disease, thus allowing for earlier treatment intervention. Although there have been considerable efforts to identify such biomarkers, no clear choice for such noninvasive diagnostic tools has been identified. Micro-RNAs are small noncoding RNAs that have been evaluated intensively as biomarkers for several diseases, and they may hold promise for a diagnosis of endometriosis. In this review, we highlight the need for noninvasive testing for endometriosis, discuss the potential use of micro-RNAs as diagnostic tools for this disease, and consider potential limitations in the use of these small RNA molecules as diagnostic markers for endometriosis.
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Affiliation(s)
- Warren B Nothnick
- Department of Molecular and Integrative Physiology, Center for Reproductive Sciences, Institute of Reproductive Health and Regenerative Medicine, University of Kansas Medical Center, Kansas City, Kansas.
| | - Ayman Al-Hendy
- Department of Obstetrics and Gynecology, Georgia Regents University, Medical College of Georgia, Augusta, Georgia
| | - John R Lue
- Department of Obstetrics and Gynecology, Georgia Regents University, Medical College of Georgia, Augusta, Georgia
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193
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Hruštincová A, Votavová H, Dostálová Merkerová M. Circulating MicroRNAs: Methodological Aspects in Detection of These Biomarkers. Folia Biol (Praha) 2015; 61:203-18. [PMID: 26789142 DOI: 10.14712/fb2015061060203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
MicroRNAs (miRNAs) are evolutionarily conserved small non-coding RNAs that regulate expression of protein-coding genes involved in important biological processes and (patho)physiological states. Circulating miRNAs are protected against degradation, indicating their relevant biological functions. Many studies have demonstrated an association of the specific profile of circulating miRNAs with a wide range of cancers as well as non-malignant diseases. These findings demonstrate the implication of circulating miRNAs in the pathogenesis of diseases and their potential as non-invasive disease biomarkers. However, methods for measurement of circulating miRNAs have critical technical hotspots, resulting in a discrepancy of the reported results and difficult definition of consensus disease biomarkers that may be implicated in clinical use. Here, we review functions of circulating miRNAs and their aberrant expression in particular diseases. Further, we discuss methodological aspects of their detection and quantification as well as our experience with the methods.
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Affiliation(s)
- A Hruštincová
- Department of Genomics, Institute of Hematology and Blood Transfusion, Prague, Czech Republic
| | - H Votavová
- Department of Genomics, Institute of Hematology and Blood Transfusion, Prague, Czech Republic
| | - M Dostálová Merkerová
- Department of Genomics, Institute of Hematology and Blood Transfusion, Prague, Czech Republic
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194
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Zhang S, Ouyang X, Jiang X, Gu D, Lin Y, Kong SK, Xie W. Dysregulated Serum MicroRNA Expression Profile and Potential Biomarkers in Hepatitis C Virus-infected Patients. Int J Med Sci 2015; 12:590-8. [PMID: 26283876 PMCID: PMC4532963 DOI: 10.7150/ijms.11525] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Accepted: 07/07/2015] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVES Circulating microRNAs (miRNAs) play critical roles in pathogen-host interactions. Aberrant miRNA expression profiles might have specific characteristics for virus strains, and could serve as noninvasive biomarkers for screening and diagnosing infectious diseases. In this study, we aimed to find new potential miRNA biomarkers of hepatitis C virus (HCV) infection. METHODS Expression levels of broad-spectrum miRNAs in serum samples from 10 patients with HCV viremia and 10 healthy volunteers were analyzed using miRNA PCR arrays. Subsequently, the differential expression of four selected miRNAs (miR-122, miR-134, miR-424-3p, and miR-629-5p) was verified by qRT-PCR in the serum of 39 patients compared with that in 29 healthy controls. Receiver operating characteristic (ROC) curve analysis was performed to evaluate their potential for the diagnosis of HCV infection. RESULTS miRNA PCR array assays revealed differential expression of 106 miRNAs in sera of HCV patients compared with that in healthy controls. Serum hsa-miR-122, miR-134, miR-424-3p, and miR-629-5p were well identified. The ROC curves showed that miR-122, miR-134, miR-424-3p, and miR-629-5p could distinguish HCV patients with preferable sensitivity and specificity. In addition, Correlation analysis indicated serum miR-122 expression was positive correlation with ALT/AST levels. Functional analysis of target proteins of these miRNAs indicated the involvement of viral replication, inflammation, and cell proliferation. CONCLUSION HCV patients have a broad 'fingerprint' profile with dysregulated serum miRNAs compared with that in healthy controls. Among these, serum hsa-miR-122, miR-134, miR-424-3p, and miR-629-5p are identified as promising indication factors of the serum miRNA profile of HCV infection. Particularly, miR-122 could be one of serum biomarkers for early pathological process of HCV. However, more miRNA biomarkers and biological functions of these miRNAs require further investigation.
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Affiliation(s)
- Shaobo Zhang
- 1. Shenzhen Key Lab of Health Science and Technology, Division of Life Science & Health, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China ; 2. Zhu Jiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - Xiaoxi Ouyang
- 1. Shenzhen Key Lab of Health Science and Technology, Division of Life Science & Health, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China ; 3. Department of health inspection and quarantine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Xin Jiang
- 1. Shenzhen Key Lab of Health Science and Technology, Division of Life Science & Health, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China
| | - Dayong Gu
- 4. Central Laboratory of Health Quarantine, International Travel Health Care Center, Shenzhen Entry-exit Inspection and Quarantine Bureau, Shenzhen 518033, China
| | - Yulong Lin
- 2. Zhu Jiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - S K Kong
- 5. The Chinese University of Hong Kong, School of Life Sciences, Biochemistry Programme, The Chinese University of Hong Kong, Room 609, Mong Man Wai Building, Shatin, NT, Hong Kong, China
| | - Weidong Xie
- 1. Shenzhen Key Lab of Health Science and Technology, Division of Life Science & Health, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China
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