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Zendjabil M. Preanalytical, analytical and postanalytical considerations in circulating microRNAs measurement. Biochem Med (Zagreb) 2024; 34:020501. [PMID: 38882585 PMCID: PMC11177657 DOI: 10.11613/bm.2024.020501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 03/08/2024] [Indexed: 06/18/2024] Open
Abstract
Microribonucleic acids (miRNAs) have emerged as a new category of biomarkers for many human diseases like cancer, cardiovascular and neurodegenerative disorders. MicroRNAs can be detected in various body fluids including blood, urine and cerebrospinal fluid. However, the literature contains conflicting results for circulating miRNAs, which is the main barrier to using miRNAs as non-invasive biomarkers. This variability in results is largely due to differences between studies in sample processing methodology, miRNA quantification and result normalization. The purpose of this review is to describe the various preanalytical, analytical and postanalytical factors that can impact miRNA detection accuracy and to propose recommendations for the standardization of circulating miRNAs measurement.
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Affiliation(s)
- Mustapha Zendjabil
- Faculty of Medicine, University of Oran 1 - Ahmed Ben Bella, Oran, Algeria
- Department of Biochemistry, Oran University Hospital, Oran, Algeria
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2
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Koch PF, Ludwig K, Krenzien F, Hillebrandt KH, Schöning W, Pratschke J, Raschzok N, Sauer IM, Moosburner S. miRNA as potential biomarkers after liver transplantation: A systematic review. Transplant Rev (Orlando) 2024; 38:100831. [PMID: 38237243 DOI: 10.1016/j.trre.2024.100831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/12/2023] [Accepted: 01/08/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Liver transplantation is a life-saving therapy for end-stage liver disease patients, but acute cellular rejection (ACR) and graft complications remain significant postoperative challenges. Early and accurate diagnosis is crucial for timely intervention and improved patient outcomes, but their diagnosis rely currently on invasive biopsy sampling, thus prompting the search for non-invasive Biomarkers. MicroRNA (miRNA) have emerged as promising biomarkers in various pathological conditions, and their potential utility in diagnosing acute cellular rejection after liver transplantation has gained significant interest. METHODS This systematic review of PubMed, Web of Science, and the ClinicalTrials.gov registry analyzes studies exploring miRNA as biomarkers for ACR and graft dysfunction in liver transplantation (PROSPERO ID CRD42023465278). The Cochrane Collaboration tool for assessing risk of bias was employed. Population data, identified miRNA and their dynamic regulation, as well as event prediction were compared. Data extraction and quality assessment were performed independently by two reviewers. RESULTS Thirteen studies were included in this systematic review. Various investigated miRNAs were upregulated in association with acute cellular rejection, like miR-122, miR-155, miR-181, miR-483-3p, and miR-885-5p, demonstrating great biomarker potential. Additionally, several studies conducted target gene analysis, revealing insights into cellular mechanisms linked to ACR. Moreover, various miRNA were also capable of predicting different organ complications following transplantation, expanding their versatility. Remaining challenges include the standardization of miRNA profiling, the need for functional validation, and the necessity for long-term studies. CONCLUSION The results highlight the potential of miRNA as specific, non-invasive biomarkers for ACR and graft dysfunction following liver transplantation. However, further research is needed to validate these findings and establish standardized diagnostic panels to incorporate them into clinical practice and explore miRNA-based therapies in the future.
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Affiliation(s)
- Pia F Koch
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany
| | - Kristina Ludwig
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany
| | - Felix Krenzien
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany; BIH Charité Clinician Scientist Program, BIH Biomedical Innovation Academy, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Karl H Hillebrandt
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany; BIH Charité Clinician Scientist Program, BIH Biomedical Innovation Academy, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Wenzel Schöning
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany
| | - Johann Pratschke
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany
| | - Nathanael Raschzok
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany; BIH Charité Clinician Scientist Program, BIH Biomedical Innovation Academy, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Igor M Sauer
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany.
| | - Simon Moosburner
- Department of Surgery, Experimental Surgery, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Campus Charité Mitte/Campus Virchow-Klinikum, Berlin, Germany; BIH Charité Clinician Scientist Program, BIH Biomedical Innovation Academy, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
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3
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Isailă OM, Moroianu LA, Hostiuc S. Current Trends in Biohumoral Screening for the Risk of Sudden Cardiac Death: A Systematic Review. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:418. [PMID: 38541144 PMCID: PMC10972295 DOI: 10.3390/medicina60030418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 02/23/2024] [Accepted: 02/27/2024] [Indexed: 07/23/2024]
Abstract
Background and Objectives: Sudden cardiac death (SCD) represents a challenge to health systems globally and is met with increased frequency in the population. Over time, multiple screening methods have been proposed, including the analysis of various plasma biomarkers. This article aims to analyze for illustrative purposes the specialized literature in terms of current biomarkers and testing trends, in the case of cardiovascular diseases and implicitly sudden cardiac death. Materials and Methods: In this regard, we searched the PubMed database from 2010 to the present time using the keywords "sudden cardiac death" and "biomarkers". The inclusion criteria were clinical trials that analyzed the effectiveness of screening methods in terms of biomarkers used in stratifying the risk of cardiac distress and/or sudden cardiac death. We excluded reviews, meta-analyses, and studies looking at the effectiveness of treatments. Results: An extended approach was found, through studies that brought to the forefront both classical markers analyzed by new, more performant methods, markers for other pathologies that also determined cardiovascular impact, non-specific molecules with effects on the cardiovascular system, and state-of-the-art markers, such as microRNA. Some molecules were analyzed simultaneously in certain groups of patients. Conclusion: The observed current trend revealed the tendency to define the clinical-biological particularities of the person to be screened.
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Affiliation(s)
- Oana-Maria Isailă
- Department of Legal Medicine and Bioethics, Faculty of Dentistry, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Lavinia-Alexandra Moroianu
- Clinical Medical Department, Faculty of Medicine and Pharmacy, Dunarea de Jos University, 47 Domneasca Street, 800008 Galati, Romania;
| | - Sorin Hostiuc
- Department of Legal Medicine and Bioethics, Faculty of Dentistry, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania
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4
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Kimura M, Kothari S, Gohir W, Camargo JF, Husain S. MicroRNAs in infectious diseases: potential diagnostic biomarkers and therapeutic targets. Clin Microbiol Rev 2023; 36:e0001523. [PMID: 37909789 PMCID: PMC10732047 DOI: 10.1128/cmr.00015-23] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2023] Open
Abstract
MicroRNAs (miRNAs) are conserved, short, non-coding RNAs that play a crucial role in the post-transcriptional regulation of gene expression. They have been implicated in the pathogenesis of cancer and neurological, cardiovascular, and autoimmune diseases. Several recent studies have suggested that miRNAs are key players in regulating the differentiation, maturation, and activation of immune cells, thereby influencing the host immune response to infection. The resultant upregulation or downregulation of miRNAs from infection influences the protein expression of genes responsible for the immune response and can determine the risk of disease progression. Recently, miRNAs have been explored as diagnostic biomarkers and therapeutic targets in various infectious diseases. This review summarizes our current understanding of the role of miRNAs during viral, fungal, bacterial, and parasitic infections from a clinical perspective, including critical functional mechanisms and implications for their potential use as biomarkers and therapeutic targets.
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Affiliation(s)
- Muneyoshi Kimura
- Transplant Infectious Diseases, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
| | - Sagar Kothari
- Transplant Infectious Diseases, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
| | - Wajiha Gohir
- Transplant Infectious Diseases, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
| | - Jose F. Camargo
- Department of Medicine, Division of Infectious Diseases, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Shahid Husain
- Transplant Infectious Diseases, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
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5
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Parsa-Kondelaji M, Musavi M, Barzegar F, Abbasian N, Rostami M, R Seyedtaghia M, S Hashemi S, Modi M, Nikfar B, A Momtazi-Borojeni A. Dysregulation of miRNA expression in patients with chronic myelogenous leukemia at diagnosis: a systematic review. Biomark Med 2023; 17:1021-1029. [PMID: 38230979 DOI: 10.2217/bmm-2023-0575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024] Open
Abstract
Aim: The present systematic review aimed to explore miRNAs as a potential biomarker for early diagnosis of chronic myeloid leukemia (CML). Materials & methods: A systematic search was conducted in three electronic databases, including Web of Science, Scopus and PubMed, to obtain relevant articles investigating the alteration of miRNA expression in patients with CML. Results: The authors found miRNAs whose expression changes are effective in the induction of CML disease. Among them, miR-21 and miR-155 were identified as the most common miRNAs with increased expression and miR-150 and miR-146 as the most common miRNAs with decreased expression. Conclusion: miRNAs can be used as an indicator for the early detection and treatment of CML phase.
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Affiliation(s)
- Mohammad Parsa-Kondelaji
- Department of Hematology & Blood Banking, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Maryam Musavi
- Healthy Ageing Research Centre, Neyshabur University of Medical Sciences, Neyshabur, Iran
| | - Faezeh Barzegar
- Department of Hematology & Blood Banking, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Neda Abbasian
- Hematology & Blood Banking Center, Emam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehrdad Rostami
- Department of Hematology & Blood Banking, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad R Seyedtaghia
- Department of Medical Genetics & Molecular Medicine, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyyed S Hashemi
- Department of Medical Genetics & Molecular Medicine, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahdiyeh Modi
- Healthy Ageing Research Centre, Neyshabur University of Medical Sciences, Neyshabur, Iran
- Department of Medical Biotechnology, Faculty of Medicine, Neyshabur University of Medical Sciences, Neyshabur, Iran
| | - Banafsheh Nikfar
- Pars Advanced and Minimally Invasive Medical Manners Research Center, Pars Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Amir A Momtazi-Borojeni
- Healthy Ageing Research Centre, Neyshabur University of Medical Sciences, Neyshabur, Iran
- Department of Medical Biotechnology, Faculty of Medicine, Neyshabur University of Medical Sciences, Neyshabur, Iran
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Cai Y, Liu P, Xu Y, Xia Y, Peng X, Zhao H, Chen Q. Biomarkers of obesity-mediated insulin resistance: focus on microRNAs. Diabetol Metab Syndr 2023; 15:167. [PMID: 37537674 PMCID: PMC10401761 DOI: 10.1186/s13098-023-01137-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/09/2023] [Indexed: 08/05/2023] Open
Abstract
Obesity and metabolic syndromes are becoming increasingly prevalent worldwide. Insulin resistance (IR) is a common complication of obesity. However, IR occurrence varies across individuals with obesity and may involve epigenetic factors. To rationalize the allocation of healthcare resources, biomarkers for the early risk stratification of individuals with obesity should be identified. MicroRNAs (miRNAs) are closely associated with metabolic diseases and involved in epigenetic regulation. In this review, we have summarized the changes in miRNA expression in the peripheral circulation and tissues of patients and animals with obesity-associated IR over the last 5 years and identified several candidate biomarkers that predict obesity-related IR. There are areas for improvement in existing studies. First, more than the predictive validity of a single biomarker is required, and a biomarker panel needs to be formed. Second, miRNAs are often studied in isolation and do not form a network of signaling pathways. We believe that early biomarkers can help clinicians accurately predict individuals prone to obesity-related IR at an early stage. Epigenetic regulation may be one of the underlying causes of different clinical outcomes in individuals with obesity. Future studies should focus on objectively reflecting the differences in miRNA profile expression in individuals with obesity-related IR, which may help identify more reliable biomarkers. Understanding the metabolic pathways of these miRNAs can help design new metabolic risk prevention and management strategies, and support the development of drugs to treat obesity and metabolic disorders.
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Affiliation(s)
- Yichen Cai
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Pan Liu
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yumei Xu
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yuguo Xia
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China
| | - Xiaowan Peng
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Haiyan Zhao
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Qiu Chen
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China.
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7
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Hanžek A, Siatka C, Duc ACE. Extracellular urinary microRNAs as non-invasive biomarkers of endometrial and ovarian cancer. J Cancer Res Clin Oncol 2023; 149:7981-7993. [PMID: 36914786 DOI: 10.1007/s00432-023-04675-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/01/2023] [Indexed: 03/16/2023]
Abstract
INTRODUCTION Gynecological cancers account for a large number of cancer-related deaths in women. Endometrial cancer is the most prevalent, while ovarian cancer is the deadliest gynecological cancer worldwide. To overcome the clinical need for easy and rapid testing, there is a growing interest in cancer detection in non-invasive modalities. With a growing field of liquid biopsy, urine became interesting source of cancer biomarkers. OBJECTIVES The aim of this manuscript is to provide an overview on the origin, analysis and the clinical significance of urine microRNAs in gynecological cancers, with a focus on ovarian and endometrial cancer. MicroRNAs, a class of small non-coding nucleic acids, are emerging as a non-invasive biomarkers due to the feasibility and the extreme stability in body fluids. Specific miRNA expression signatures have been previously identified in ovarian and endometrial cancer. RESULTS The aim of this manuscript is to provide an overview on the origin, analysis and the clinical significance of urine microRNAs in gynecological cancers, with the focus on ovarian and endometrial cancer. CONCLUSION: The advantages and limitations of urine microRNA utility and technologies are discussed. Previously detected microRNA from urine of the patients are summarized to evaluate their potential as non-invasive clinical biomarkers in gynecological oncology.
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Affiliation(s)
- Antonija Hanžek
- UPR CHROME, Université de Nîmes, CEDEX 1, 30021, Nîmes, France
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8
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Xiao Y, Zhang Z, Yin S, Ma X. Nanoplasmonic biosensors for precision medicine. Front Chem 2023; 11:1209744. [PMID: 37483272 PMCID: PMC10359043 DOI: 10.3389/fchem.2023.1209744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 06/22/2023] [Indexed: 07/25/2023] Open
Abstract
Nanoplasmonic biosensors have a huge boost for precision medicine, which allows doctors to better understand diseases at the molecular level and to improve the earlier diagnosis and develop treatment programs. Unlike traditional biosensors, nanoplasmonic biosensors meet the global health industry's need for low-cost, rapid and portable aspects, while offering multiplexing, high sensitivity and real-time detection. In this review, we describe the common detection schemes used based on localized plasmon resonance (LSPR) and highlight three sensing classes based on LSPR. Then, we present the recent applications of nanoplasmonic in other sensing methods such as isothermal amplification, CRISPR/Cas systems, lab on a chip and enzyme-linked immunosorbent assay. The advantages of nanoplasmonic-based integrated sensing for multiple methods are discussed. Finally, we review the current applications of nanoplasmonic biosensors in precision medicine, such as DNA mutation, vaccine evaluation and drug delivery. The obstacles faced by nanoplasmonic biosensors and the current countermeasures are discussed.
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Affiliation(s)
- Yiran Xiao
- School of Science, Harbin Institute of Technology, Shenzhen, Guangdong, China
| | | | - Shi Yin
- Briteley Institute of Life Sciences, Yantai, Shandong, China
| | - Xingyi Ma
- School of Science, Harbin Institute of Technology, Shenzhen, Guangdong, China
- Biosen International, Jinan, Shandong, China
- Briteley Institute of Life Sciences, Yantai, Shandong, China
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9
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Ratre P, Nazeer N, Kumari R, Thareja S, Jain B, Tiwari R, Kamthan A, Srivastava RK, Mishra PK. Carbon-Based Fluorescent Nano-Biosensors for the Detection of Cell-Free Circulating MicroRNAs. BIOSENSORS 2023; 13:226. [PMID: 36831992 PMCID: PMC9953975 DOI: 10.3390/bios13020226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 02/02/2023] [Accepted: 02/02/2023] [Indexed: 06/18/2023]
Abstract
Currently, non-communicable diseases (NCDs) have emerged as potential risks for humans due to adopting a sedentary lifestyle and inaccurate diagnoses. The early detection of NCDs using point-of-care technologies significantly decreases the burden and will be poised to transform clinical intervention and healthcare provision. An imbalance in the levels of circulating cell-free microRNAs (ccf-miRNA) has manifested in NCDs, which are passively released into the bloodstream or actively produced from cells, improving the efficacy of disease screening and providing enormous sensing potential. The effective sensing of ccf-miRNA continues to be a significant technical challenge, even though sophisticated equipment is needed to analyze readouts and expression patterns. Nanomaterials have come to light as a potential solution as they provide significant advantages over other widely used diagnostic techniques to measure miRNAs. Particularly, CNDs-based fluorescence nano-biosensors are of great interest. Owing to the excellent fluorescence characteristics of CNDs, developing such sensors for ccf-microRNAs has been much more accessible. Here, we have critically examined recent advancements in fluorescence-based CNDs biosensors, including tools and techniques used for manufacturing these biosensors. Green synthesis methods for scaling up high-quality, fluorescent CNDs from a natural source are discussed. The various surface modifications that help attach biomolecules to CNDs utilizing covalent conjugation techniques for multiple applications, including self-assembly, sensing, and imaging, are analyzed. The current review will be of particular interest to researchers interested in fluorescence-based biosensors, materials chemistry, nanomedicine, and related fields, as we focus on CNDs-based nano-biosensors for ccf-miRNAs detection applications in the medical field.
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Affiliation(s)
- Pooja Ratre
- Department of Molecular Biology, ICMR-National Institute for Research in Environmental Health, Bhopal 462030, India
| | - Nazim Nazeer
- Department of Molecular Biology, ICMR-National Institute for Research in Environmental Health, Bhopal 462030, India
| | - Roshani Kumari
- Department of Molecular Biology, ICMR-National Institute for Research in Environmental Health, Bhopal 462030, India
| | - Suresh Thareja
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda 151401, India
| | - Bulbul Jain
- Department of Molecular Biology, ICMR-National Institute for Research in Environmental Health, Bhopal 462030, India
| | - Rajnarayan Tiwari
- Department of Molecular Biology, ICMR-National Institute for Research in Environmental Health, Bhopal 462030, India
| | - Arunika Kamthan
- Department of Molecular Biology, ICMR-National Institute for Research in Environmental Health, Bhopal 462030, India
| | - Rupesh K. Srivastava
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Pradyumna Kumar Mishra
- Department of Molecular Biology, ICMR-National Institute for Research in Environmental Health, Bhopal 462030, India
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10
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Ghamlouche F, Yehya A, Zeid Y, Fakhereddine H, Fawaz J, Liu YN, Al-Sayegh M, Abou-Kheir W. MicroRNAs as clinical tools for diagnosis, prognosis, and therapy in prostate cancer. Transl Oncol 2023; 28:101613. [PMID: 36608541 PMCID: PMC9827391 DOI: 10.1016/j.tranon.2022.101613] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 12/05/2022] [Accepted: 12/24/2022] [Indexed: 01/06/2023] Open
Abstract
Prostate cancer (PCa) is one of the most commonly diagnosed cancers among men worldwide. Despite the presence of accumulated clinical strategies for PCa management, limited prognostic/sensitive biomarkers are available to follow up on disease occurrence and progression. MicroRNAs (miRNAs) are small non-coding RNAs that control gene expression through post-transcriptional regulation of their complementary target messenger RNA (mRNA). MiRNAs modulate fundamental biological processes and play crucial roles in the pathology of various diseases, including PCa. Multiple evidence proved an aberrant miRNA expression profile in PCa, which is actively involved in the carcinogenic process. The robust and pleiotropic impact of miRNAs on PCa suggests them as potential candidates to help more understand the molecular landscape of the disease, which is likely to provide tools for early diagnosis and prognosis as well as additional therapeutic strategies to manage prostate tumors. Here, we emphasize the most consistently reported dysregulated miRNAs and highlight the contribution of their altered downstream targets with PCa hallmarks. Also, we report the potential effectiveness of using miRNAs as diagnostic/prognostic biomarkers in PCa and the high-throughput profiling technologies that are being used in their detection. Another key aspect to be discussed in this review is the promising implication of miRNAs molecules as therapeutic tools and targets for fighting PCa.
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Affiliation(s)
- Fatima Ghamlouche
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Amani Yehya
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Yousef Zeid
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Hiam Fakhereddine
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Jhonny Fawaz
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107-2020, Lebanon
| | - Yen-Nien Liu
- International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.
| | - Mohamed Al-Sayegh
- Biology Division, New York University Abu Dhabi, Abu Dhabi 2460, United Arab Emirates.
| | - Wassim Abou-Kheir
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107-2020, Lebanon.
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11
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Luo Z, Zhang S, Feng Q, Zhou Y, Jin L, Sun J, Chen Y, Jia K, Chu L. Target recognition initiated self-dissociation based DNA nanomachine for sensitive and accurate MicroRNA (miRNA) detection. Anal Biochem 2023; 662:115014. [PMID: 36493863 DOI: 10.1016/j.ab.2022.115014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/29/2022] [Accepted: 12/05/2022] [Indexed: 12/12/2022]
Abstract
As a valuable biomarker for various tumor, sensitive and reliable quantitative determination of microRNA (miRNA) is crucial for both disease diagnosis and cancer treatment. Herein, we depict a novel simple and sensitive miRNA detection approach by exploiting an elegantly designed target recognition initiated self-dissociation based DNA nanomachine. In this nanomachine, target recognition assists the formation of active DNAzyme secondary conformation, and the active DNAzyme generates a nicking site in H probe, initiating the self-assembly of H probe. With the reflexed sequences as primer, dual signal recycles are formed under the cooperation of DNA polymerase and Nb.BbvCI. Eventually, the method exhibits a high sensitivity with the limit of detection as low as 12 fM. In addition, the method is also demonstrated with a high selectivity that can distinguish one mismatched base pair. We believe the established approach can be a robust tool for the early-diagnosis of a variety of cancers and also in anticancer drug development.
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Affiliation(s)
- Zhigang Luo
- Department of Experimental Medicine, Third People's Hospital of Sichuan Province, No. 121, Jinglong Road, Longquanyi District, Chengdu, Sichuan, 610100, China.
| | - Shuang Zhang
- Department of Nuclear Medicine, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, 610072, China.
| | - Qing Feng
- Department of Experimental Medicine, Third People's Hospital of Sichuan Province, No. 121, Jinglong Road, Longquanyi District, Chengdu, Sichuan, 610100, China
| | - Ya Zhou
- Department of Experimental Medicine, Third People's Hospital of Sichuan Province, No. 121, Jinglong Road, Longquanyi District, Chengdu, Sichuan, 610100, China
| | - Lian Jin
- Department of Experimental Medicine, Third People's Hospital of Sichuan Province, No. 121, Jinglong Road, Longquanyi District, Chengdu, Sichuan, 610100, China
| | - Jinqiu Sun
- Department of Experimental Medicine, Third People's Hospital of Sichuan Province, No. 121, Jinglong Road, Longquanyi District, Chengdu, Sichuan, 610100, China
| | - Yunfeng Chen
- Department of Experimental Medicine, Third People's Hospital of Sichuan Province, No. 121, Jinglong Road, Longquanyi District, Chengdu, Sichuan, 610100, China
| | - Kun Jia
- Department of Experimental Medicine, Third People's Hospital of Sichuan Province, No. 121, Jinglong Road, Longquanyi District, Chengdu, Sichuan, 610100, China
| | - Lei Chu
- Department of Dermatology, People's Hospital of Jianyang City, No.180 Yiyuan Roud, Jianyang, Chengdu, Sichuan, 641400, China.
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12
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Crossland RE, Albiero A, Sanjurjo‐Rodríguez C, Reis M, Resteu A, Anderson AE, Dickinson AM, Pratt AG, Birch M, McCaskie AW, Jones E, Wang X. MicroRNA profiling of low concentration extracellular vesicle RNA utilizing NanoString nCounter technology. JOURNAL OF EXTRACELLULAR BIOLOGY 2023; 2:e72. [PMID: 38938446 PMCID: PMC11080777 DOI: 10.1002/jex2.72] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 11/04/2022] [Accepted: 12/21/2022] [Indexed: 06/29/2024]
Abstract
Extracellular vesicles (EV) and the microRNAs that they contain are increasingly recognised as a rich source of informative biomarkers, reflecting pathological processes and fundamental biological pathways and responses. Their presence in biofluids makes them particularly attractive for biomarker identification. However, a frequent caveat in relation to clinical studies is low abundance of EV RNA content. In this study, we used NanoString nCounter technology to assess the microRNA profiles of n = 64 EV low concentration RNA samples (180-49125 pg), isolated from serum and cell culture media using precipitation reagent or sequential ultracentrifugation. Data was subjected to robust quality control parameters based on three levels of limit of detection stringency, and differential microRNA expression analysis was performed between biological subgroups. We report that RNA concentrations > 100 times lower than the current NanoString recommendations can be successfully profiled using nCounter microRNA assays, demonstrating acceptable output ranges for imaging parameters, binding density, positive/negative controls, ligation controls and normalisation quality control. Furthermore, despite low levels of input RNA, high-level differential expression analysis between biological subgroups identified microRNAs of biological relevance. Our results demonstrate that NanoString nCounter technology offers a sensitive approach for the detection and profiling of low abundance EV-derived microRNA, and may provide a solution for research studies that focus on limited sample material.
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Affiliation(s)
- Rachel E. Crossland
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
| | - Anna Albiero
- Division of Trauma and Orthopaedic Surgery, Department of SurgeryUniversity of Cambridge Addenbrooke's HospitalCambridgeUK
| | - Clara Sanjurjo‐Rodríguez
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
- Physiotherapy, Medicine and Biomedical Sciences department, University of A Coruña; University Hospital Complex from A Coruña (Sergas, CHUACInstitute of Biomedical Research of A Coruña (INIBIC)‐Centre of Advanced Scientific Researches (CICA)A CoruñaSpain
| | - Monica Reis
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
- Centre for Regenerative Medicine, Institute for Regeneration and RepairThe University of Edinburgh, Edinburgh BioQuarterEdinburghUK
| | - Anastasia Resteu
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
| | - Amy E. Anderson
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
| | - Anne M. Dickinson
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
| | - Arthur G. Pratt
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
- Musculoskeletal Services DirectorateNewcastle upon Tyne Hospitals NHS Foundation TrustUK
| | - Mark Birch
- Division of Trauma and Orthopaedic Surgery, Department of SurgeryUniversity of Cambridge Addenbrooke's HospitalCambridgeUK
| | - Andrew W. McCaskie
- Division of Trauma and Orthopaedic Surgery, Department of SurgeryUniversity of Cambridge Addenbrooke's HospitalCambridgeUK
| | - Elena Jones
- Leeds Institute of Rheumatic and Musculoskeletal MedicineUniversity of LeedsLeedsUK
| | - Xiao‐nong Wang
- Translational and Clinical Research Institute, Faculty of Medical SciencesNewcastle UniversityNewcastle upon TyneUK
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13
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Nagatake Y, Sato M, Mouri Y, Tomita N. Fully automated microRNA quantification technique based on bioluminescent enzyme immunoassay. Anal Biochem 2022; 656:114880. [PMID: 36063916 DOI: 10.1016/j.ab.2022.114880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 08/23/2022] [Accepted: 08/24/2022] [Indexed: 11/15/2022]
Abstract
MicroRNAs (miRNAs) are potential clinical biomarkers for the detection of various diseases. However, their quantification has not been implemented in clinical practice given the inconsistencies in their variable recovery rate and accuracy of the results. Thus, we utilized a technique based on bioluminescent enzyme immunoassay (BLEIA) to perform fully automated miRNA quantification using magnetic particles conjugated with antibodies targeting DNA-RNA hybrids, biotinylated DNA probes specific to miRNAs, and firefly luciferase-labeled streptavidin. This method enabled direct use of diluted serum and automation of all processes within 1 h. The results revealed a wide linear range between 10 fmol/L and 1 nmol/L, high sensitivity with a detection limit of 6.3 fmol/L or below, high specificity with a false positive rate under 2.4%, and high reproducibility in intra- and inter-experimental observations (under CV 10% and r = 0.9965, respectively). Furthermore, a significant correlation was revealed between quantitative reverse transcription-polymerase chain reaction and BLEIA assay for the quantification of synthetic miRNA (r = 0.9993) and endogenous miRNA in healthy serums (r = 0.8203), respectively. Overall, we developed a fully automated miRNA quantification method based on BLEIA, which can be adopted in a clinical setting. However, further studies are needed to assess its clinical performance.
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Affiliation(s)
- Yuka Nagatake
- Department-I, Biochemical Research Laboratory II, Eiken Chemical Co., Ltd., Shimoishigami, Tochigi, Japan
| | - Masaki Sato
- Department-I, Biochemical Research Laboratory II, Eiken Chemical Co., Ltd., Shimoishigami, Tochigi, Japan.
| | - Yuta Mouri
- Department-I, Biochemical Research Laboratory II, Eiken Chemical Co., Ltd., Shimoishigami, Tochigi, Japan
| | - Norihiro Tomita
- Department-I, Biochemical Research Laboratory II, Eiken Chemical Co., Ltd., Shimoishigami, Tochigi, Japan
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14
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The Future of Biomarkers in Veterinary Medicine: Emerging Approaches and Associated Challenges. Animals (Basel) 2022; 12:ani12172194. [PMID: 36077913 PMCID: PMC9454634 DOI: 10.3390/ani12172194] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 08/20/2022] [Accepted: 08/22/2022] [Indexed: 11/30/2022] Open
Abstract
Simple Summary In this review we seek to outline the role of new technologies in biomarker discovery, particularly within the veterinary field and with an emphasis on ‘omics’, as well as to examine why many biomarkers-despite much excitement-have not yet made it to clinical practice. Further we emphasise the critical need for close collaboration between clinicians, researchers and funding bodies and the need to set clear goals for biomarker requirements and realistic application in the clinical setting, ensuring that biomarker type, method of detection and clinical utility are compatible, and adequate funding, time and sample size are available for all phases of development. Abstract New biomarkers promise to transform veterinary practice through rapid diagnosis of diseases, effective monitoring of animal health and improved welfare and production efficiency. However, the road from biomarker discovery to translation is not always straightforward. This review focuses on molecular biomarkers under development in the veterinary field, introduces the emerging technological approaches transforming this space and the role of ‘omics platforms in novel biomarker discovery. The vast majority of veterinary biomarkers are at preliminary stages of development and not yet ready to be deployed into clinical translation. Hence, we examine the major challenges encountered in the process of biomarker development from discovery, through validation and translation to clinical practice, including the hurdles specific to veterinary practice and to each of the ‘omics platforms–transcriptomics, proteomics, lipidomics and metabolomics. Finally, recommendations are made for the planning and execution of biomarker studies with a view to assisting the success of novel biomarkers in reaching their full potential.
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15
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Lu W, Hu C. Molecular biomarkers for gestational diabetes mellitus and postpartum diabetes. Chin Med J (Engl) 2022; 135:1940-1951. [PMID: 36148588 PMCID: PMC9746787 DOI: 10.1097/cm9.0000000000002160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Indexed: 11/25/2022] Open
Abstract
ABSTRACT Gestational diabetes mellitus (GDM) is a growing public health problem worldwide that threatens both maternal and fetal health. Identifying individuals at high risk for GDM and diabetes after GDM is particularly useful for early intervention and prevention of disease progression. In the last decades, a number of studies have used metabolomics, genomics, and proteomic approaches to investigate associations between biomolecules and GDM progression. These studies clearly demonstrate that various biomarkers reflect pathological changes in GDM. The established markers have potential use as screening and diagnostic tools in GDM and in postpartum diabetes research. In the present review, we summarize recent studies of metabolites, single-nucleotide polymorphisms, microRNAs, and proteins associated with GDM and its transition to postpartum diabetes, with a focus on their predictive value in screening and diagnosis.
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Affiliation(s)
- Wenqian Lu
- Shanghai Diabetes Institute, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong 510630, China
- Department of Endocrinology and Metabolism, Fengxian Central Hospital Affiliated to the Southern Medical University, Shanghai 201400, China
| | - Cheng Hu
- Shanghai Diabetes Institute, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong 510630, China
- Department of Endocrinology and Metabolism, Fengxian Central Hospital Affiliated to the Southern Medical University, Shanghai 201400, China
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16
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Klyucherev TO, Olszewski P, Shalimova AA, Chubarev VN, Tarasov VV, Attwood MM, Syvänen S, Schiöth HB. Advances in the development of new biomarkers for Alzheimer's disease. Transl Neurodegener 2022; 11:25. [PMID: 35449079 PMCID: PMC9027827 DOI: 10.1186/s40035-022-00296-z] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 03/28/2022] [Indexed: 12/16/2022] Open
Abstract
Alzheimer's disease (AD) is a complex, heterogeneous, progressive disease and is the most common type of neurodegenerative dementia. The prevalence of AD is expected to increase as the population ages, placing an additional burden on national healthcare systems. There is a large need for new diagnostic tests that can detect AD at an early stage with high specificity at relatively low cost. The development of modern analytical diagnostic tools has made it possible to determine several biomarkers of AD with high specificity, including pathogenic proteins, markers of synaptic dysfunction, and markers of inflammation in the blood. There is a considerable potential in using microRNA (miRNA) as markers of AD, and diagnostic studies based on miRNA panels suggest that AD could potentially be determined with high accuracy for individual patients. Studies of the retina with improved methods of visualization of the fundus are also showing promising results for the potential diagnosis of the disease. This review focuses on the recent developments of blood, plasma, and ocular biomarkers for the diagnosis of AD.
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Affiliation(s)
- Timofey O Klyucherev
- Department of Neuroscience, Functional Pharmacology, University of Uppsala, Uppsala, Sweden.,Department of Pharmacology, Institute of Pharmacy, I. M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Pawel Olszewski
- Department of Neuroscience, Functional Pharmacology, University of Uppsala, Uppsala, Sweden
| | - Alena A Shalimova
- Department of Neuroscience, Functional Pharmacology, University of Uppsala, Uppsala, Sweden.,Department of Pharmacology, Institute of Pharmacy, I. M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Vladimir N Chubarev
- Institute of Translational Medicine and Biotechnology, I. M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Vadim V Tarasov
- Department of Pharmacology, Institute of Pharmacy, I. M. Sechenov First Moscow State Medical University, Moscow, Russia.,Institute of Translational Medicine and Biotechnology, I. M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Misty M Attwood
- Department of Neuroscience, Functional Pharmacology, University of Uppsala, Uppsala, Sweden
| | - Stina Syvänen
- Department of Public Health and Caring Sciences, Rudbeck Laboratory, Uppsala University, Uppsala, Sweden
| | - Helgi B Schiöth
- Department of Neuroscience, Functional Pharmacology, University of Uppsala, Uppsala, Sweden.
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17
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Teoh SL, Das S. MicroRNAs in Various Body Fluids and its importance in Forensic Medicine. Mini Rev Med Chem 2022; 22:2332-2343. [PMID: 35240957 DOI: 10.2174/1389557522666220303141558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/17/2021] [Accepted: 01/21/2022] [Indexed: 11/22/2022]
Abstract
MicroRNAs (miRNAs) are a class of noncoding RNAs which regulate gene expression. miRNAs have tissue-specific expression and are also present in various extracellular body fluids, including blood, tears, semen, vaginal fluid and urine. Additionally, expression of miRNAs in body fluids is linked to various pathological diseases, including cancer and neurodegenerative diseases. Examination of body fluids is important in forensic medicine as they serve as a valuable form of evidence. Due to its stability, miRNA offers an advantage for body fluid identification, which can be detected even after several months or from compromised samples. Identification of unique miRNA profiles for different body fluids enable the identification of these body fluid. Furthermore, miRNAs profiling can be used to estimate post-mortem interval. Various biochemical and molecular methods have been used for identification of miRNAs have shown promising results. We discuss different miRNAs as specific biomarkers and their clinical importance regarding different pathological conditions, as well as their medico-legal importance.
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Affiliation(s)
- Seong Lin Teoh
- Department of Anatomy, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, 56000, Kuala Lumpur, Malaysia
| | - Srijit Das
- Department of Human & Clinical Anatomy, College of Medicine & Health Sciences, Sultan Qaboos University, Muscat 123, Sultanate of Oman
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18
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Pusta A, Tertis M, Graur F, Cristea C, Al Hajjar N. Aptamers and New Bioreceptors for the Electrochemical Detection of Biomarkers Expressed in Hepatocellular Carcinoma. Curr Med Chem 2022; 29:4363-4390. [PMID: 35196969 DOI: 10.2174/0929867329666220222113707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 12/11/2021] [Accepted: 12/18/2021] [Indexed: 11/22/2022]
Abstract
Hepatocellular carcinoma is a malignancy associated with high mortality and increasing incidence. Early detection of this disease could help increase survival and overall patient benefit. Non-invasive strategies for the diagnosis of this medical condition are of utmost importance. In this scope, the detection of hepatocellular carcinoma biomarkers could provide a useful diagnostic tool. Aptamers represent as short, single-stranded DNAs or RNAs that can specifically bind selected analytes, and also as pseudo-biorecognition elements that can be employed for electrode functionalization. Also, other types of DNA sequences can be used for the construction of DNA-based biosensors applied for the quantification of hepatocellular carcinoma biomarkers. Herein, we will be analyzing recent examples of aptasensors and DNA biosensors for the detection of hepatocellular carcinoma biomarkers like micro-RNAs, long non-coding RNAs, exosomes, circulating tumor cells and proteins. The literature data is discussed comparatively in a critical manner highlighting the advantages of using electrochemical biosensors in diagnosis, as well as the use of nanomaterials and biocomponents in the functionalization of electrodes for improved sensitivity and selectivity.
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Affiliation(s)
- Alexandra Pusta
- Department of Analytical Chemistry, Faculty of Pharmacy,"Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
- Department of Medical Devices, Faculty of Pharmacy,"Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca,Romania
| | - Mihaela Tertis
- Department of Analytical Chemistry, Faculty of Pharmacy,"Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Florin Graur
- Department of Surgery, Iuliu Hațieganu University of Medicine and Pharmacy Romania
| | - Cecilia Cristea
- Department of Medical Devices, Faculty of Pharmacy,"Iuliu Hațieganu" University of Medicine and Pharmacy, Cluj-Napoca,Romania
| | - Nadim Al Hajjar
- Department of Surgery, Iuliu Hațieganu University of Medicine and Pharmacy Romania
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19
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Fernández-Pato A, Virseda-Berdices A, Resino S, Ryan P, Martínez-González O, Peréz-García F, Martin-Vicente M, Valle-Millares D, Brochado-Kith O, Blancas R, Martínez A, Ceballos FC, Bartolome-Sánchez S, Vidal-Alcántara EJ, Alonso D, Blanca-López N, Martinez-Acitores IR, Martin-Pedraza L, Jiménez-Sousa MÁ, Fernández-Rodríguez A. Plasma miRNA profile at COVID-19 onset predicts severity status and mortality. Emerg Microbes Infect 2022; 11:676-688. [PMID: 35130828 PMCID: PMC8890551 DOI: 10.1080/22221751.2022.2038021] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND MicroRNAs (miRNAs) have a crucial role in regulating immune response against infectious diseases, showing changes early in disease onset and before the detection of the pathogen. Thus, we aimed to analyze the plasma miRNA profile at COVID-19 onset to identify miRNAs as early prognostic biomarkers of severity and survival. METHODS AND RESULTS Plasma miRNome of 96 COVID-19 patients that developed asymptomatic/mild, moderate and severe disease was sequenced together with a group of healthy controls. Plasma immune-related biomarkers were also assessed. COVID-19 patients showed 200 significant differentially expressed (SDE) miRNAs concerning healthy controls, with upregulated putative targets of SARS-CoV-2, and inflammatory miRNAs. Among COVID-19 patients, 75 SDE miRNAs were observed in asymptomatic/mild compared to symptomatic patients, which were involved in platelet aggregation and cytokine pathways, among others. Moreover, 137 SDE miRNAs were identified between severe and moderate patients, where miRNAs targeting the SARS CoV-2 genome were the most strongly disrupted. Finally, we constructed a mortality predictive risk score (miRNA-MRS) with ten miRNAs. Patients with higher values had a higher risk of 90-days mortality (hazard ratio=4.60; p-value<0.001). Besides, the discriminant power of miRNA-MRS was significantly higher than the observed for age and gender (AUROC=0.970 vs. 0.881; p=0.042). CONCLUSIONS SARS-CoV-2 infection deeply disturbs the plasma miRNome from an early stage of COVID-19, making miRNAs highly valuable as early predictors of severity and mortality.
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Affiliation(s)
- Asier Fernández-Pato
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain.,Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Ana Virseda-Berdices
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Salvador Resino
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Pablo Ryan
- Department of Infectious Diseases, Hospital Universitario Infanta Leonor, Madrid, Spain.,School of Medicine, Complutense University of Madrid, Madrid, Spain.,Gregorio Marañón Health Research Institute, Madrid, Spain
| | | | - Felipe Peréz-García
- Clinical Microbiology Department, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Spain
| | - María Martin-Vicente
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Daniel Valle-Millares
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Oscar Brochado-Kith
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Rafael Blancas
- Critical Care Department, Hospital Universitario del Tajo, Aranjuez, Spain
| | - Amalia Martínez
- Department of Infectious Diseases, Hospital Universitario Infanta Leonor, Madrid, Spain
| | - Francisco C Ceballos
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Sofía Bartolome-Sánchez
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Erick Joan Vidal-Alcántara
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - David Alonso
- Internal Medicine Service, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Spain
| | | | | | - Laura Martin-Pedraza
- Department of Infectious Diseases, Hospital Universitario Infanta Leonor, Madrid, Spain
| | - María Ángeles Jiménez-Sousa
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
| | - Amanda Fernández-Rodríguez
- Unit of Viral Infection and Immunity, National Center for Microbiology CNM, Health Institute Carlos III ISCIII, Majadahonda, Madrid, Spain
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20
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Gade A, Sharma A, Srivastava N, Flora SJS. Surface plasmon resonance: A promising approach for label-free early cancer diagnosis. Clin Chim Acta 2022; 527:79-88. [PMID: 35120900 DOI: 10.1016/j.cca.2022.01.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 01/12/2022] [Accepted: 01/28/2022] [Indexed: 12/18/2022]
Abstract
Cancer is the second leading cause of death worldwide after cardiovascular disease. The major cause of high mortality is delayed detection. Therefore, detection at an early stage followed by early treatment can mitigate morbidity as well as mortality. The utilization of biomarker-based detection tools helps in early-stage recognition. Fortunately, biomarkers indicating disease status can be released in to the circulation. These include traditional marker proteins as well as exosomes, micro-RNA (miRNA) and circulating tumor DNA (ct-DNA). Biosensors are biological and chemical reaction devices that generate signals based on analyte concentration. Due to analyte binding, these devices demonstrate high sensitivity and specificity. This review examines the use of surface plasmon resonance (SPR)-based sensors in the diagnosis of various cancer including those of the breast, prostate, lung, ovary, cervix and pancreas. SPR is a label-free, real-time and non-invasive optical biosensing technology representing a novel diagnostic tool in cancer detection.
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Affiliation(s)
- Anushree Gade
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research-Raebareli, Bijnor-Sisendi Road, Post Office Mati, Lucknow 226002, India
| | - Ankita Sharma
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research-Raebareli, Bijnor-Sisendi Road, Post Office Mati, Lucknow 226002, India
| | - Nidhi Srivastava
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research-Raebareli, Bijnor-Sisendi Road, Post Office Mati, Lucknow 226002, India
| | - S J S Flora
- Department of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research-Raebareli, Bijnor-Sisendi Road, Post Office Mati, Lucknow 226002, India.
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21
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Bonifay A, Ghayad S, Lacroix R, Dignat-George F. [Extracellular vesicles-associated biomarkers: Opportunities and challenges in cardiovascular diseases and cancer]. Med Sci (Paris) 2021; 37:1158-1165. [PMID: 34928220 DOI: 10.1051/medsci/2021208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Cardiovascular diseases and cancer are the leading causes of mortality and morbidity in the world. The search for pertinent biomarkers for risk stratification and treatment monitoring is a challenge. Rapid advances in the identification of the molecular and functional content of extracellular vesicles (EV) and ongoing progress in developing highly sensitive methodologies, identify EV as promising biomarkers easily accessible in liquid biopsies. Thanks to robust and sensitive methodologies, the measurability of biological targets on EV allows to define vesicular biomarkers pertinent for disease management. Adaptation of the pre-analytical and analytical steps to each EV-associated biomarker, technological improvement and standardization efforts driven by scientific societies are essential prerequisites to accelerate the transfer of these EV-associated biomarkers to the clinics and to support the development of personalized medicine.
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Affiliation(s)
- Amandine Bonifay
- Aix-Marseille Université, C2VN (Centre de recherche en cardiovasculaire et nutrition), Inserm 1263, INRAe 1260, 13000 Marseille, France - Service d'hématologie et de biologie vasculaire, CHU La Conception, AP-HM, 13005 Marseille, France
| | - Sandra Ghayad
- Aix-Marseille Université, C2VN (Centre de recherche en cardiovasculaire et nutrition), Inserm 1263, INRAe 1260, 13000 Marseille, France
| | - Romaric Lacroix
- Aix-Marseille Université, C2VN (Centre de recherche en cardiovasculaire et nutrition), Inserm 1263, INRAe 1260, 13000 Marseille, France - Service d'hématologie et de biologie vasculaire, CHU La Conception, AP-HM, 13005 Marseille, France
| | - Françoise Dignat-George
- Aix-Marseille Université, C2VN (Centre de recherche en cardiovasculaire et nutrition), Inserm 1263, INRAe 1260, 13000 Marseille, France - Service d'hématologie et de biologie vasculaire, CHU La Conception, AP-HM, 13005 Marseille, France
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22
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Frørup C, Mirza AH, Yarani R, Nielsen LB, Mathiesen ER, Damm P, Svare J, Engelbrekt C, Størling J, Johannesen J, Mortensen HB, Pociot F, Kaur S. Plasma Exosome-Enriched Extracellular Vesicles From Lactating Mothers With Type 1 Diabetes Contain Aberrant Levels of miRNAs During the Postpartum Period. Front Immunol 2021; 12:744509. [PMID: 34691048 PMCID: PMC8531745 DOI: 10.3389/fimmu.2021.744509] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 09/10/2021] [Indexed: 12/12/2022] Open
Abstract
Type 1 diabetes is an immune-driven disease, where the insulin-producing beta cells from the pancreatic islets of Langerhans becomes target of immune-mediated destruction. Several studies have highlighted the implication of circulating and exosomal microRNAs (miRNAs) in type 1 diabetes, underlining its biomarker value and novel therapeutic potential. Recently, we discovered that exosome-enriched extracellular vesicles carry altered levels of both known and novel miRNAs in breast milk from lactating mothers with type 1 diabetes. In this study, we aimed to characterize exosomal miRNAs in the circulation of lactating mothers with and without type 1 diabetes, hypothesizing that differences in type 1 diabetes risk in offspring from these groups are reflected in the circulating miRNA profile. We performed small RNA sequencing on exosome-enriched extracellular vesicles extracted from plasma of 52 lactating mothers around 5 weeks postpartum (26 with type 1 diabetes and 26 age-matched controls), and found a total of 2,289 miRNAs in vesicles from type 1 diabetes and control libraries. Of these, 176 were differentially expressed in plasma from mothers with type 1 diabetes (167 upregulated; 9 downregulated, using a cut-off of abs(log2FC) >1 and FDR adjusted p-value <0.05). Extracellular vesicles were verified by nanoparticle tracking analysis, transmission electron microscopy and immunoblotting. Five candidate miRNAs were selected based on their involvement in diabetes and immune modulation/beta-cell functions: hsa-miR-127-3p, hsa-miR-146a-5p, hsa-miR-26a-5p, hsa-miR-24-3p and hsa-miR-30d-5p. Real-time qPCR validation confirmed that hsa-miR-146a-5p, hsa-miR-26a-5p, hsa-miR-24-3p, and hsa-miR-30d-5p were significantly upregulated in lactating mothers with type 1 diabetes as compared to lactating healthy mothers. To determine possible target genes and affected pathways of the 5 miRNA candidates, computational network-based analyses were carried out with TargetScan, mirTarBase, QIAGEN Ingenuity Pathway Analysis and PantherDB database. The candidates showed significant association with inflammatory response and cytokine and chemokine mediated signaling pathways. With this study, we detect aberrant levels of miRNAs within plasma extracellular vesicles from lactating mothers with type 1 diabetes during the postpartum period, including miRNAs with associations to disease pathogenesis and inflammatory responses.
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Affiliation(s)
- Caroline Frørup
- Translational Type 1 Diabetes Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Aashiq H Mirza
- Translational Type 1 Diabetes Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.,Department of Pharmacology, Weill Cornell Medical, New York, NY, United States
| | - Reza Yarani
- Translational Type 1 Diabetes Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark
| | - Lotte B Nielsen
- Copenhagen Diabetes Research Center (CPH-DIRECT), Department of Pediatrics, Herlev and Gentofte Hospital, Herlev, Denmark
| | - Elisabeth R Mathiesen
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Department of Endocrinology, Rigshospitalet, Copenhagen, Denmark
| | - Peter Damm
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Center for Pregnant Women with Diabetes, Rigshospitalet, Copenhagen, Denmark.,Department of Obstetrics, Rigshospitalet, Copenhagen, Denmark
| | - Jens Svare
- Department of Obstetrics, Herlev and Gentofte Hospital, Herlev, Denmark
| | | | - Joachim Størling
- Translational Type 1 Diabetes Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.,Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jesper Johannesen
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Copenhagen Diabetes Research Center (CPH-DIRECT), Department of Pediatrics, Herlev and Gentofte Hospital, Herlev, Denmark
| | - Henrik B Mortensen
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Copenhagen Diabetes Research Center (CPH-DIRECT), Department of Pediatrics, Herlev and Gentofte Hospital, Herlev, Denmark
| | - Flemming Pociot
- Translational Type 1 Diabetes Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Copenhagen Diabetes Research Center (CPH-DIRECT), Department of Pediatrics, Herlev and Gentofte Hospital, Herlev, Denmark
| | - Simranjeet Kaur
- Translational Type 1 Diabetes Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark
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23
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Kaysheva AL, Isaeva AI, Pleshakova TO, Shumov ID, Valueva AA, Ershova MO, Ivanova IA, Ziborov VS, Iourov IY, Vorsanova SG, Ryabtsev SV, Archakov AI, Ivanov YD. Detection of Circulating Serum microRNA/Protein Complexes in ASD Using Functionalized Chips for an Atomic Force Microscope. Molecules 2021; 26:5979. [PMID: 34641523 PMCID: PMC8512613 DOI: 10.3390/molecules26195979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 09/17/2021] [Accepted: 09/29/2021] [Indexed: 11/17/2022] Open
Abstract
MicroRNAs, which circulate in blood, are characterized by high diagnostic value; in biomedical research, they can be considered as candidate markers of various diseases. Mature microRNAs of glial cells and neurons can cross the blood-brain barrier and can be detected in the serum of patients with autism spectrum disorders (ASD) as components of macrovesicles, macromolecular protein and low-density lipoprotein particles. In our present study, we have proposed an approach, in which microRNAs in protein complexes can be concentrated on the surface of AFM chips with oligonucleotide molecular probes, specific against the target microRNAs. MicroRNAs, associated with the development of ASD in children, were selected as targets. The chips with immobilized molecular probes were incubated in serum samples of ASD patients and healthy volunteers. By atomic force microscopy (AFM), objects on the AFM chip surface have been revealed after incubation in the serum samples. The height of these objects amounted to 10 nm and 6 nm in the case of samples of ASD patients and healthy volunteers, respectively. MALDI-TOF-MS analysis of protein components on the chip surface allowed us to identify several cell proteins. These proteins are involved in the binding of nucleic acids (GBG10, RT24, RALYL), in the organization of proteasomes and nucleosomes (PSA4, NP1L4), and participate in the functioning of the channel of active potassium transport (KCNE5, KCNV2).
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Affiliation(s)
- Anna L. Kaysheva
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Arina I. Isaeva
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Tatyana O. Pleshakova
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Ivan D. Shumov
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Anastasia A. Valueva
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Maria O. Ershova
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Irina A. Ivanova
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Vadim S. Ziborov
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
- Laboratory of Shock Wave Impacts, Joint Institute for High Temperatures of the Russian Academy of Sciences, Izhorskaya St. 13 Bd.2, 125412 Moscow, Russia
| | | | - Svetlana G. Vorsanova
- Veltischev Research and Clinical Institute for Pediatrics, Pirogov Russian National Research Medical University, Ministry of Health of Russian Federation, Taldomskaya St. 2, 125412 Moscow, Russia;
| | | | - Alexander I. Archakov
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
| | - Yuri D. Ivanov
- Laboratory of Nanobiotechnology, Institute of Biomedical Chemistry, Pogodinskaya St. 10/8, 119121 Moscow, Russia; (A.L.K.); (T.O.P.); (I.D.S.); (A.A.V.); (M.O.E.); (I.A.I.); (V.S.Z.); (A.I.A.); (Y.D.I.)
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24
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Wickman JR, Luo X, Li W, Jean-Toussaint R, Sahbaie P, Sacan A, Clark JD, Ajit SK. Circulating microRNAs from the mouse tibia fracture model reflect the signature from patients with complex regional pain syndrome. Pain Rep 2021; 6:e950. [PMID: 34514274 PMCID: PMC8425838 DOI: 10.1097/pr9.0000000000000950] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 05/13/2021] [Accepted: 06/11/2021] [Indexed: 01/30/2023] Open
Abstract
INTRODUCTION Complex regional pain syndrome (CRPS) often results from an initial trauma that later produces a disproportionate amount of pain. The mechanisms underlying CRPS have been studied using a tibia fracture model (TFM) in rodents because this model closely mimics symptoms and has several molecular correlates observed in patients with CRPS. OBJECTIVE Here, we determined whether the TFM has alterations in circulating microRNAs (miRNAs) and cytokines transported by small extracellular vesicles (sEVs) that faithfully model previously reported miRNA alterations from patients with CRPS. METHODS We isolated and characterized serum-derived sEVs from mice 3 weeks after fracture when symptoms such as pain hypersensitivity develop. Whole-transcriptome profiling was used to determine sEV miRNAs, and Bio-Plex Pro Mouse Cytokine 23-plex assay was used to measure cytokines. Differentially expressed miRNAs from TFM were compared with previously reported circulating miRNA alterations from patients with CRPS. RESULTS Although sEV cytokine levels were unchanged, there were significant changes in sEV miRNA profiles. Differentially expressed miRNAs from TFM sEVs significantly overlapped with those previously reported in patients with CRPS. Of the 57 sEV miRNAs dysregulated in the TFM, 30 were previously reported in patients with CRPS compared with healthy control donors both in sEVs and 23 in whole blood. CONCLUSIONS These findings enhance the validity of TFM as a model for CRPS and suggest that specific miRNA dysregulation may be a shared feature of CRPS and the TFM. These dysregulated miRNAs could help identify mechanistic targets or serve as biomarker candidates for both diagnosis and treatment responses in clinical trials.
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Affiliation(s)
- Jason R. Wickman
- Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Xuan Luo
- Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Wenwu Li
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Renee Jean-Toussaint
- Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Peyman Sahbaie
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Ahmet Sacan
- School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, PA, USA
| | - J. David Clark
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Seena K. Ajit
- Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA, USA
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25
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MiRNAs and Cancer: Key Link in Diagnosis and Therapy. Genes (Basel) 2021; 12:genes12081289. [PMID: 34440464 PMCID: PMC8395027 DOI: 10.3390/genes12081289] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 08/18/2021] [Accepted: 08/20/2021] [Indexed: 02/07/2023] Open
Abstract
Since the discovery of the first microRNA (miRNA), the exploration of miRNA biology has come to a new era in recent decades. Monumental studies have proven that miRNAs can be dysregulated in different types of cancers and the roles of miRNAs turn out to function to either tumor promoters or tumor suppressors. The interplay between miRNAs and the development of cancers has grabbed attention of miRNAs as novel tools and targets for therapeutic attempts. Moreover, the development of miRNA delivery system accelerates miRNA preclinical implications. In this review, we depict recent advances of miRNAs in cancer and discuss the potential diagnostic or therapeutic approaches of miRNAs.
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26
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Kolanska K, Bendifallah S, Canlorbe G, Mekinian A, Touboul C, Aractingi S, Chabbert-Buffet N, Daraï E. Role of miRNAs in Normal Endometrium and in Endometrial Disorders: Comprehensive Review. J Clin Med 2021; 10:jcm10163457. [PMID: 34441754 PMCID: PMC8396961 DOI: 10.3390/jcm10163457] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 07/15/2021] [Accepted: 07/29/2021] [Indexed: 12/12/2022] Open
Abstract
The molecular responses to hormonal stimuli in the endometrium are modulated at the transcriptional and post-transcriptional stages. Any imbalance in cellular and molecular endometrial homeostasis may lead to gynecological disorders. MicroRNAs (miRNAs) are involved in a wide variety of physiological mechanisms and their expression patterns in the endometrium are currently attracting a lot of interest. miRNA regulation could be hormone dependent. Conversely, miRNAs could regulate the action of sexual hormones. Modifications to miRNA expression in pathological situations could either be a cause or a result of the existing pathology. The complexity of miRNA actions and the diversity of signaling pathways controlled by numerous miRNAs require rigorous analysis and findings need to be interpreted with caution. Alteration of miRNA expression in women with endometriosis has been reported. Thus, a potential diagnostic test supported by a specific miRNA signature could contribute to early diagnosis and a change in the therapeutic paradigm. Similarly, specific miRNA profile signatures are expected for RIF and endometrial cancer, with direct implications for associated therapies for RIF and adjuvant therapies for endometrial cancer. Advances in targeted therapies based on the regulation of miRNA expression are under evaluation.
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Affiliation(s)
- Kamila Kolanska
- Service de Gynécologie Obstétrique et Médecine de la Reproduction, Hôpital Tenon, AP-HP, Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France; (S.B.); (C.T.); (N.C.-B.); (E.D.)
- INSERM UMRS 938, Sorbonne Université, Site Saint-Antoine, 27 Rue Chaligny, CEDEX 12, 75571 Paris, France; (G.C.); (S.A.)
- Centre Expert En Endométriose (C3E), Groupe de Recherche Clinique en Endométriose (GRC6), Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France
- Correspondence:
| | - Sofiane Bendifallah
- Service de Gynécologie Obstétrique et Médecine de la Reproduction, Hôpital Tenon, AP-HP, Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France; (S.B.); (C.T.); (N.C.-B.); (E.D.)
- INSERM UMRS 938, Sorbonne Université, Site Saint-Antoine, 27 Rue Chaligny, CEDEX 12, 75571 Paris, France; (G.C.); (S.A.)
- Centre Expert En Endométriose (C3E), Groupe de Recherche Clinique en Endométriose (GRC6), Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France
| | - Geoffroy Canlorbe
- INSERM UMRS 938, Sorbonne Université, Site Saint-Antoine, 27 Rue Chaligny, CEDEX 12, 75571 Paris, France; (G.C.); (S.A.)
- Service de Chirurgie et Cancérologie Gynécologique et Mammaire, Hôpitaux Universitaires Pitié-Salpêtrière, Charles-Foix, Sorbonne Université, 47/83, Boulevard de l’Hôpital, 75013 Paris, France
| | - Arsène Mekinian
- Service de Médecine Interne, Hôpital Saint Antoine, AP-HP, 184 Rue du Faubourg Saint Antoine, Sorbonne Université, 75012 Paris, France;
| | - Cyril Touboul
- Service de Gynécologie Obstétrique et Médecine de la Reproduction, Hôpital Tenon, AP-HP, Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France; (S.B.); (C.T.); (N.C.-B.); (E.D.)
- INSERM UMRS 938, Sorbonne Université, Site Saint-Antoine, 27 Rue Chaligny, CEDEX 12, 75571 Paris, France; (G.C.); (S.A.)
- Centre Expert En Endométriose (C3E), Groupe de Recherche Clinique en Endométriose (GRC6), Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France
| | - Selim Aractingi
- INSERM UMRS 938, Sorbonne Université, Site Saint-Antoine, 27 Rue Chaligny, CEDEX 12, 75571 Paris, France; (G.C.); (S.A.)
- Faculté de Médecine Paris 5 Descartes, 12 Rue de l’Ecole de Médecine, 75006 Paris, France
| | - Nathalie Chabbert-Buffet
- Service de Gynécologie Obstétrique et Médecine de la Reproduction, Hôpital Tenon, AP-HP, Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France; (S.B.); (C.T.); (N.C.-B.); (E.D.)
- INSERM UMRS 938, Sorbonne Université, Site Saint-Antoine, 27 Rue Chaligny, CEDEX 12, 75571 Paris, France; (G.C.); (S.A.)
- Centre Expert En Endométriose (C3E), Groupe de Recherche Clinique en Endométriose (GRC6), Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France
| | - Emile Daraï
- Service de Gynécologie Obstétrique et Médecine de la Reproduction, Hôpital Tenon, AP-HP, Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France; (S.B.); (C.T.); (N.C.-B.); (E.D.)
- INSERM UMRS 938, Sorbonne Université, Site Saint-Antoine, 27 Rue Chaligny, CEDEX 12, 75571 Paris, France; (G.C.); (S.A.)
- Centre Expert En Endométriose (C3E), Groupe de Recherche Clinique en Endométriose (GRC6), Sorbonne Université, 4 Rue de la Chine, 75020 Paris, France
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27
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Wei G, Li S, Wang P, Wang S, Zhao Y. Altered Expression of miR-575 in Glioma is Related to Tumor Cell Proliferation, Migration, and Invasion. Neuromolecular Med 2021; 24:224-231. [PMID: 34272655 DOI: 10.1007/s12017-021-08679-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 07/10/2021] [Indexed: 11/26/2022]
Abstract
Glioma is a kind of brain tumor with low overall survival and treatment success rates in the advanced stage. Evidence has shown microRNA-575 (miR-575) plays an important role in the generation and development of various cancers. This study aimed to explore the function of miR-575 in the prognosis and cell biological behavior of glioma. qRT-PCR was used to evaluate the expression of miR-575 in glioma tissues and cells, Kaplan-Meier survival analysis and Cox regression analysis were used to evaluate the prognostic value. The proliferation ability of glioma cells was determined by MTT assay; the invasion and migration abilities were determined by transwell assays. Compared with normal brain tissues, the expression of miR-575 in glioma tissue cells was significantly up-regulated (P < 0.001). The survival rate of patients in the miR-575 high expression group was significantly lower than that in the low expression group (P = 0.020). In addition, the overexpression of miR-575 promoted the proliferation, migration, and invasion of glioma cells. The results of this study suggested that miR-575 may be a new biomarker for the prognosis of glioma.
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Affiliation(s)
- Guangxin Wei
- Department of Neurosurgery, Tumor Ward, Weifang People's Hospital Brain Hospital, 423 Dongfeng West Street, Weicheng District, Weifang, 261000, Shandong, China
| | - Shengjun Li
- Department of Neurosurgery, Tumor Ward, Weifang People's Hospital Brain Hospital, 423 Dongfeng West Street, Weicheng District, Weifang, 261000, Shandong, China
| | - Pengcheng Wang
- Department of Neurosurgery, Tumor Ward, Weifang People's Hospital Brain Hospital, 423 Dongfeng West Street, Weicheng District, Weifang, 261000, Shandong, China
| | - Shouxian Wang
- Department of Neurosurgery, Tumor Ward, Weifang People's Hospital Brain Hospital, 423 Dongfeng West Street, Weicheng District, Weifang, 261000, Shandong, China
| | - Yujing Zhao
- Department of Neurosurgery, Tumor Ward, Weifang People's Hospital Brain Hospital, 423 Dongfeng West Street, Weicheng District, Weifang, 261000, Shandong, China.
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28
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Zaitsev VG, Zheltova AA, Martynova SA, Tibirkova EV. Can conventional clinical chemistry tests help doctors in the monitoring of oncology patients? RUSSIAN OPEN MEDICAL JOURNAL 2021. [DOI: 10.15275/rusomj.2021.0103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The use of laboratory assays in the diagnostic care of oncology patients can markedly increase the efficacy of cancer treatments. Many cancer-specific biomarker assays have been developed. However, the use of these has some limitations due to their cost. Moreover, not every diagnostic laboratory can perform a complete set of these assays. On the other hand, the smart use of conventional clinical chemistry tests could improve the management of cancer. They could be especially valuable tools in the long-term care of patients with a verified diagnosis. In this review, we discuss the utilization of the conventional clinical chemistry assays for the diagnosis, monitoring and prognosis of various oncological diseases. The use of conventional blood tests to assess the levels of chemical elements, metabolites and proteins (including enzymatic activity measurements) in the care of oncology patients is discussed. We have shown that some clinical chemistry assays could be used in the management of distinct kinds of cancer.
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29
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Xu S, Lou Z. Ultrasensitive Detection of Nasopharyngeal Carcinoma-Related MiRNA through Garland Rolling Circle Amplification Integrated Catalytic Hairpin Assembly. ACS OMEGA 2021; 6:6460-6465. [PMID: 33718736 PMCID: PMC7948431 DOI: 10.1021/acsomega.1c00154] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 02/05/2021] [Indexed: 05/24/2023]
Abstract
MiRNA is reported to be closely related to nasopharyngeal carcinoma and has the potential to be a biomarker for the early diagnosis of nasopharyngeal carcinoma. However, the detection of miRNAs remains to be improved, given their complexity and low sensitivity. Herein, we propose here a novel miRNA detection method through the integration of garland RCA and CHA. In detail, the method is composed of two important signal amplification processes. For the first signal amplification process, the target miRNA could initiate garland RCA and then generate a nicking site on the products with the assistance of Nb.BbvCI enzymes. Afterward, a CHA process is induced with a designed H probe through the two signal amplification processes; the method exhibited a much-improved sensitivity. At last, we believe that this method is a promising approach capable of being applied in screening, diagnosing, and prognosticating multiple diseases.
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Affiliation(s)
| | - Zhiping Lou
- . Fax: +86-057581782153. Zhuji People’s Hospital,
9 Jianmin Road, Taozhu Street, Zhuji City, Zhejiang Province, China
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30
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Okuyan HM, Begen MA. miRNAs as attractive diagnostic and therapeutic targets for Familial Mediterranean Fever. Mod Rheumatol 2021; 31:949-959. [PMID: 33427536 DOI: 10.1080/14397595.2020.1868674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Familial Mediterranean Fever (FMF) is a hereditary early-onset disease that causes periodical fever attack, excessive release of IL-1β, serositis, arthritis and peritonitis. Genetic analyses conducted on FMF patients (mutated and non-mutated) have highlighted that additional contributing factors such as epigenetics and environment play a role in clinical manifestations of FMF. Recently researchers report that microRNAs (miRNAs), implicated in epigenetic mechanisms, may contribute to the pathogenesis of FMF. miRNAs, a member of the captivating noncoding RNA family, are the single-strand transcripts that work in physiological and pathophysiological processes by regulating target gene expression. Recent studies have shown that miRNAs are associated with various mechanisms involved in the pathogenesis of FMF, such as apoptosis, inflammation and autophagy. Moreover, these miRNAs molecules might have potential use in treatment, therapeutic response monitoring and the diagnosis of subtypes of the disease in the future. Motivated by these potential benefits (diagnostic and therapeutic) of miRNAs, we focus on recent advances of clinical significances and potential action mechanisms of miRNAs in FMF pathogenesis and discuss their potential use for FMF.
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Affiliation(s)
- Hamza Malik Okuyan
- Department of Physiology and Pharmacology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Canada.,Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Sakarya University of Applied Sciences, Sakarya, Turkey
| | - Mehmet A Begen
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry; Ivey Business School; University of Western Ontario, London, Canada
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31
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Zhao CC, Guo H, Wang Y, Li JH. Comprehensive upstream and downstream regulatory analyses identify miR-675-3p as a potential prognostic biomarker in melanoma. Hum Cell 2021; 34:654-666. [PMID: 33400243 PMCID: PMC7900067 DOI: 10.1007/s13577-020-00473-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 12/11/2020] [Indexed: 12/21/2022]
Abstract
This study assessed miR-675-3p-related regulatory mechanisms in melanoma and the clinical relevance of such regulatory activities. We downloaded miRNA mature strand expression RNA-Seq, phenotypic, and DNA methylation data pertaining to the TCGA Melanoma cohort. Differentially expressed miRNAs (DEMs) between metastatic and primary melanoma patient tissues were then identified, and miR-675-3p expression in melanoma patient peripheral blood was confirmed using the GSE20994 GEO dataset, while its expression in melanoma cell lines was evaluated via qRT-RCR. The clinical and prognostic implications of miR-675-3p in melanoma were assessed, and miR-675-3p target genes were identified using bioinformatics tools. Functional roles of this miRNA were explored via Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. We identified 3 and 22 miRNAs that were up- and downregulated, respectively, in metastatic melanoma samples relative to primary melanoma samples. Upregulation of miR-675-3p was associated with poorer overall patient survival, tumor histologic grade, and Clark's level. Consistently, miR-675-3p was also overexpressed in the peripheral blood of melanoma patients relative to healthy controls, and in melanoma cell lines relative to control cells. Gene regulatory networks indicated that 32 transcription factors control miR-675-3p expression, and that it, in turn, regulates 10 target genes. KEGG analyses indicated that these genes were associated with cell cycle, transcriptional misregulation in cancer, TGF-beta signaling, and HIF-1 signaling pathways. Gain-of-function assays revealed that miR-675-3p could promote cell proliferation via accelerating cell cycle progression. Western blotting results indicated that miR-675-3p could active TGF-beta and HIF-1 signaling. Through upstream and downstream analyses of miR-675-3p-related regulatory activity, we confirmed that this miRNA participates in key melanoma-related processes and offers value as a prognostic biomarker in melanoma patients.
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Affiliation(s)
- Cai-Chou Zhao
- Department of Dermatology, No. 1 Hospital of China Medical University, 155 North Nanjing Street, Heping Distinct, Shenyang, 110001, Liaoning, China
| | - Hao Guo
- Department of Dermatology, No. 1 Hospital of China Medical University, 155 North Nanjing Street, Heping Distinct, Shenyang, 110001, Liaoning, China
| | - Ying Wang
- Department of Dermatology, Shengjing Hospital of China Medical University, Heping District, Shenyang, 110004, Liaoning, China
| | - Jiu-Hong Li
- Department of Dermatology, No. 1 Hospital of China Medical University, 155 North Nanjing Street, Heping Distinct, Shenyang, 110001, Liaoning, China.
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Fehlmann T, Kahraman M, Ludwig N, Backes C, Galata V, Keller V, Geffers L, Mercaldo N, Hornung D, Weis T, Kayvanpour E, Abu-Halima M, Deuschle C, Schulte C, Suenkel U, von Thaler AK, Maetzler W, Herr C, Fähndrich S, Vogelmeier C, Guimaraes P, Hecksteden A, Meyer T, Metzger F, Diener C, Deutscher S, Abdul-Khaliq H, Stehle I, Haeusler S, Meiser A, Groesdonk HV, Volk T, Lenhof HP, Katus H, Balling R, Meder B, Kruger R, Huwer H, Bals R, Meese E, Keller A. Evaluating the Use of Circulating MicroRNA Profiles for Lung Cancer Detection in Symptomatic Patients. JAMA Oncol 2021; 6:714-723. [PMID: 32134442 DOI: 10.1001/jamaoncol.2020.0001] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Importance The overall low survival rate of patients with lung cancer calls for improved detection tools to enable better treatment options and improved patient outcomes. Multivariable molecular signatures, such as blood-borne microRNA (miRNA) signatures, may have high rates of sensitivity and specificity but require additional studies with large cohorts and standardized measurements to confirm the generalizability of miRNA signatures. Objective To investigate the use of blood-borne miRNAs as potential circulating markers for detecting lung cancer in an extended cohort of symptomatic patients and control participants. Design, Setting, and Participants This multicenter, cohort study included patients from case-control and cohort studies (TREND and COSYCONET) with 3102 patients being enrolled by convenience sampling between March 3, 2009, and March 19, 2018. For the cohort study TREND, population sampling was performed. Clinical diagnoses were obtained for 3046 patients (606 patients with non-small cell and small cell lung cancer, 593 patients with nontumor lung diseases, 883 patients with diseases not affecting the lung, and 964 unaffected control participants). No samples were removed because of experimental issues. The collected data were analyzed between April 2018 and November 2019. Main Outcomes and Measures Sensitivity and specificity of liquid biopsy using miRNA signatures for detection of lung cancer. Results A total of 3102 patients with a mean (SD) age of 61.1 (16.2) years were enrolled. Data on the sex of the participants were available for 2856 participants; 1727 (60.5%) were men. Genome-wide miRNA profiles of blood samples from 3046 individuals were evaluated by machine-learning methods. Three classification scenarios were investigated by splitting the samples equally into training and validation sets. First, a 15-miRNA signature from the training set was used to distinguish patients diagnosed with lung cancer from all other individuals in the validation set with an accuracy of 91.4% (95% CI, 91.0%-91.9%), a sensitivity of 82.8% (95% CI, 81.5%-84.1%), and a specificity of 93.5% (95% CI, 93.2%-93.8%). Second, a 14-miRNA signature from the training set was used to distinguish patients with lung cancer from patients with nontumor lung diseases in the validation set with an accuracy of 92.5% (95% CI, 92.1%-92.9%), sensitivity of 96.4% (95% CI, 95.9%-96.9%), and specificity of 88.6% (95% CI, 88.1%-89.2%). Third, a 14-miRNA signature from the training set was used to distinguish patients with early-stage lung cancer from all individuals without lung cancer in the validation set with an accuracy of 95.9% (95% CI, 95.7%-96.2%), sensitivity of 76.3% (95% CI, 74.5%-78.0%), and specificity of 97.5% (95% CI, 97.2%-97.7%). Conclusions and Relevance The findings of the study suggest that the identified patterns of miRNAs may be used as a component of a minimally invasive lung cancer test, complementing imaging, sputum cytology, and biopsy tests.
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Affiliation(s)
- Tobias Fehlmann
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Mustafa Kahraman
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Nicole Ludwig
- Junior Research Group of Human Genetics, Saarland University, Homburg, Germany
| | - Christina Backes
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Valentina Galata
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Verena Keller
- Department of Medicine II, Saarland University Medical Center, Homburg, Germany
| | - Lars Geffers
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Nathaniel Mercaldo
- Institute for Technology Assessment, Massachusetts General Hospital, Boston
| | | | - Tanja Weis
- Department of Internal Medicine, Heidelberg University, Heidelberg, Germany
| | - Elham Kayvanpour
- Department of Internal Medicine, Heidelberg University, Heidelberg, Germany
| | | | - Christian Deuschle
- Hertie Institute for Clinical Brain Research, Center of Neurology, Department of Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Claudia Schulte
- Hertie Institute for Clinical Brain Research, Center of Neurology, Department of Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Ulrike Suenkel
- Hertie Institute for Clinical Brain Research, Center of Neurology, Department of Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Anna-Katharina von Thaler
- Hertie Institute for Clinical Brain Research, Center of Neurology, Department of Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Walter Maetzler
- Department of Neurology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Christian Herr
- Department of Internal Medicine V: Pulmonology, Allergology, Intensive Care Medicine, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Sebastian Fähndrich
- Department of Internal Medicine V: Pulmonology, Allergology, Intensive Care Medicine, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Claus Vogelmeier
- Department of Medicine, Pulmonary and Critical Care Medicine, Philipps-University of Marberg, Member of the German Centre for Lung Research (DZL), Marburg, Germany
| | - Pedro Guimaraes
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Anne Hecksteden
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Tim Meyer
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Florian Metzger
- Department of Psychiatry and Psychotherapy, University Hospital Tübingen, Tübingen, Germany.,Center for Geriatric Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Caroline Diener
- Institute of Human Genetics, Saarland University, Homburg, Germany
| | | | - Hashim Abdul-Khaliq
- Department of Pediatric Cardiology, Saarland University, Saarbrücken, Germany
| | - Ingo Stehle
- Schwerpunktpraxis Hämatologie und Onkologie, Kaiserslautern, Germany
| | - Sebastian Haeusler
- Department of Gynecology, University Hospital Würzburg, Würzburg, Germany
| | - Andreas Meiser
- Department of Anaesthesiology, Intensive Care and Pain Therapy, Saarland University Medical Center and Faculty of Medicine, Saarland University, Homburg, Germany
| | - Heinrich V Groesdonk
- Department of Anaesthesiology, Intensive Care and Pain Therapy, Saarland University Medical Center and Faculty of Medicine, Saarland University, Homburg, Germany
| | - Thomas Volk
- Department of Anaesthesiology, Intensive Care and Pain Therapy, Saarland University Medical Center and Faculty of Medicine, Saarland University, Homburg, Germany
| | - Hans-Peter Lenhof
- Center for Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Hugo Katus
- Department of Internal Medicine, Heidelberg University, Heidelberg, Germany
| | - Rudi Balling
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Benjamin Meder
- Department of Internal Medicine, Heidelberg University, Heidelberg, Germany
| | - Rejko Kruger
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg.,Parkinson's Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg
| | - Hanno Huwer
- Department of Cardiothoracic Surgery, Völklingen Heart Centre, Völklingen, Germany
| | - Robert Bals
- Department of Internal Medicine V: Pulmonology, Allergology, Intensive Care Medicine, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Eckart Meese
- Institute of Human Genetics, Saarland University, Homburg, Germany
| | - Andreas Keller
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany.,Center for Bioinformatics, Saarland University, Saarbrücken, Germany.,Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California
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Leow SS, Lee WK, Khoo JS, Teoh S, Hoh CC, Fairus S, Sambanthamurthi R, Hayes KC. Identification of reference genes for real-time polymerase chain reaction gene expression studies in Nile rats fed Water-Soluble Palm Fruit Extract. Mol Biol Rep 2020; 47:9409-9427. [PMID: 33222119 DOI: 10.1007/s11033-020-06003-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 11/11/2020] [Indexed: 12/17/2022]
Abstract
The Nile rat (Arvicanthis niloticus) is a novel diurnal carbohydrate-sensitive rodent useful for studies on type 2 diabetes mellitus (T2DM) and the metabolic syndrome. Hepatic responses to T2DM and any interventions thereof can be evaluated via transcriptomic gene expression analysis. However, the study of gene expression via real-time reverse transcription quantitative polymerase chain reaction (RT-qPCR) requires identification of stably expressed reference genes for accurate normalisation. This study describes the evaluation and identification of stable reference genes in the livers from Control Nile rats as well as those supplemented with Water-Soluble Palm Fruit Extract, which has been previously shown to attenuate T2DM in this animal model. Seven genes identified as having stable expression in RNA-Sequencing transcriptome analysis were chosen for verification using real-time RT-qPCR. Six commonly used reference genes from previous literature and two genes from a previous microarray gene expression study in Nile rats were also evaluated. The expression data of these 15 candidate reference genes were analysed using the RefFinder software which incorporated analyses performed by various algorithms. The Hpd, Pnpla6 and Vpp2 genes were identified as the most stable across the 36 samples tested. Their applicability was demonstrated through the normalisation of the gene expression profiles of two target genes, Cela1 and Lepr. In conclusion, three novel reference genes which can be used for robust normalisation of real-time RT-qPCR data were identified, thereby facilitating future hepatic gene expression studies in the Nile rat.
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Affiliation(s)
- Soon-Sen Leow
- Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia.
| | - Wei-Kang Lee
- Codon Genomics Sdn Bhd, No. 26, Jalan Dutamas 7, Taman Dutamas Balakong, 43200, Seri Kembangan, Selangor, Malaysia
| | - Jia-Shiun Khoo
- Codon Genomics Sdn Bhd, No. 26, Jalan Dutamas 7, Taman Dutamas Balakong, 43200, Seri Kembangan, Selangor, Malaysia
| | - Seddon Teoh
- Codon Genomics Sdn Bhd, No. 26, Jalan Dutamas 7, Taman Dutamas Balakong, 43200, Seri Kembangan, Selangor, Malaysia
| | - Chee-Choong Hoh
- Codon Genomics Sdn Bhd, No. 26, Jalan Dutamas 7, Taman Dutamas Balakong, 43200, Seri Kembangan, Selangor, Malaysia
| | - Syed Fairus
- Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Ravigadevi Sambanthamurthi
- Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - K C Hayes
- Brandeis University, 415 South Street, Waltham, MA, 02454, USA
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Rzeszutek I, Singh A. Small RNAs, Big Diseases. Int J Mol Sci 2020; 21:E5699. [PMID: 32784829 PMCID: PMC7460979 DOI: 10.3390/ijms21165699] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 08/06/2020] [Accepted: 08/08/2020] [Indexed: 02/06/2023] Open
Abstract
The past two decades have seen extensive research done to pinpoint the role of microRNAs (miRNAs) that have led to discovering thousands of miRNAs in humans. It is not, therefore, surprising to see many of them implicated in a number of common as well as rare human diseases. In this review article, we summarize the progress in our understanding of miRNA-related research in conjunction with different types of cancers and neurodegenerative diseases, as well as their potential in generating more reliable diagnostic and therapeutic approaches.
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Affiliation(s)
- Iwona Rzeszutek
- Institute of Biology and Biotechnology, Department of Biotechnology, University of Rzeszow, Pigonia 1, 35-310 Rzeszow, Poland
| | - Aditi Singh
- Max Planck Institute for Developmental Biology, Max-Planck-Ring 5, 72076 Tübingen, Germany
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35
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Zouari M, Campuzano S, Pingarrón JM, Raouafi N. Determination of miRNAs in serum of cancer patients with a label- and enzyme-free voltammetric biosensor in a single 30-min step. Mikrochim Acta 2020; 187:444. [DOI: 10.1007/s00604-020-04400-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 06/17/2020] [Indexed: 11/25/2022]
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36
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Gao C, Wei J, Tang T, Huang Z. Role of microRNA-33a in malignant cells. Oncol Lett 2020; 20:2537-2556. [PMID: 32782572 PMCID: PMC7399786 DOI: 10.3892/ol.2020.11835] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 05/27/2020] [Indexed: 01/17/2023] Open
Abstract
Cancer causes most of the mortality and morbidity worldwide, with a significant increase in incidence during recent years. MicroRNAs (miRNAs/miRs) are non-coding small RNAs capable of regulating gene expression. They regulate crucial cellular processes, including proliferation, differentiation, metastasis and apoptosis. Therefore, abnormal miRNA expression is associated with multiple diseases, including cancer. There are two types of cancer-associated miRNAs, oncogenic and tumor suppressor miRNAs, depending on their roles and expression patterns in cancer. Accordingly, miRNAs are considered to be targets for cancer prevention and treatment. miR-33a controls cellular cholesterol uptake and synthesis, which are both closely associated with carcinogenesis. The present review thoroughly describes the roles of miR-33a in more than a dozen types of cancer and the underlying mechanisms. Accordingly, the present review may serve as a guide for researchers studying the involvement of miR-33a in diverse cancer settings.
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Affiliation(s)
- Chang Gao
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China.,Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Jiaen Wei
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China.,Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Tingting Tang
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China.,Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Zunnan Huang
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China.,Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China.,Marine Biomedical Research Institute of Guangdong Zhanjiang, Zhanjiang, Guangdong 524023, P.R. China
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37
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Chu YL, Li H, Ng PLA, Kong ST, Zhang H, Lin Y, Tai WCS, Yu ACS, Yim AKY, Tsang HF, Cho WCS, Wong SCC. The potential of circulating exosomal RNA biomarkers in cancer. Expert Rev Mol Diagn 2020; 20:665-678. [PMID: 32188269 DOI: 10.1080/14737159.2020.1745064] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 03/17/2020] [Indexed: 02/04/2023]
Abstract
INTRODUCTION There are great potentials of using exosomal RNAs (exoRNA) as biomarkers in cancers. The isolation of exoRNA requires the use of ultracentrifugation to isolate cell-free RNA followed by detection using real-time PCR, microarray, next-generation sequencing, or Nanostring nCounter system. The use of exoRNA enrichment panels has largely increased the detection sensitivity and specificity when compared to traditional diagnostic tests. Moreover, using exoRNA as biomarkers can assist the early detection of chemo and radioresistance cancer, and in turn opens up the possibility of personalized treatment to patients. Finally, exoRNA can be detected at an early stage of cancer recurrence to improve the survival rate. AREAS COVERED In this review, the authors summarized the detection methods of exoRNA as well as its potential as a biomarker in cancer diagnosis and chemo and radioresistance. EXPERT OPINION The application of exoRNAs in clinical diagnosis is still in its infancy. Further researches on extracellular vesicles isolation, detection protocols, exoRNA classes and subclasses, and the regulatory biological pathways have to be performed before exoRNA can be applied translationally.
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Affiliation(s)
- Yin Lam Chu
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University , Kowloon, Hong Kong
| | - Harriet Li
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University , Kowloon, Hong Kong
| | - Pik Lan Amanda Ng
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University , Kowloon, Hong Kong
| | - Siu Ting Kong
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University , Kowloon, Hong Kong
| | - Hao Zhang
- Institute of Precision Cancer Medicine and Pathology, Jinan University Medical College , Guangzhou, Guangdong, China
| | - Yusheng Lin
- Department of Immunotherapy and Gastrointestinal Oncology, Affiliated Cancer Hospital of Shantou University Medical College , Shantou, Guangdong, China
| | - William Chi Shing Tai
- Department of Applied Biology and Chemical Technology, Faculty of Applied Sciences and Textiles, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region , Kowloon, China
| | | | | | - Hin Fung Tsang
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University , Kowloon, Hong Kong
| | | | - Sze Chuen Cesar Wong
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University , Kowloon, Hong Kong
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Xu J, Guo J, Golob-Schwarzl N, Haybaeck J, Qiu X, Hildebrandt N. Single-Measurement Multiplexed Quantification of MicroRNAs from Human Tissue Using Catalytic Hairpin Assembly and Förster Resonance Energy Transfer. ACS Sens 2020; 5:1768-1776. [PMID: 32438801 DOI: 10.1021/acssensors.0c00432] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Absolute quantification of microRNAs (miRNAs) or other nucleic acid biomarkers is an important requirement for molecular and clinical biosensing. Emerging technologies with beneficial features concerning simplicity and multiplexing present an attractive route for advancing diagnostic tools toward rapid and low-cost bioanalysis. However, the actual translation into the clinic by miRNA quantification in human samples is often missing. Here, we show that implementing time-gated Förster resonance energy transfer (TG-FRET) into a catalytic hairpin assembly (CHA) can be used for the simultaneous quantification of two miRNAs with a single measurement from total RNA extracts of human tissues. A single terbium-dye FRET pair was conjugated at two specific distances within target-specific CHA hairpin probes, such that each miRNA resulted in distinct amplified photoluminescence (PL) decays that could be distinguished and quantified by TG PL intensity detection. Enzyme-free amplification in a separation-free assay format and the absence of autofluorescence background allowed for simple, specific, and sensitive detection of miR-21 and miR-20a with limits of detection down to 1.8 pM (250 amol). Reliable duplexed quantification of both miRNAs at low picomolar concentrations was confirmed by analyzing total RNA extracts from different colon and rectum tissues with single- and dual-target CHA-TG-FRET and reverse transcription-quantitative polymerase chain reaction (RT-qPCR) for comparison. These simple and multiplexed nucleic acid biomarker assays present a capable method for clinical diagnostics and biomolecular research.
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Affiliation(s)
- Jingyue Xu
- Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, CNRS, CEA, 91405 Orsay Cedex, France
- nanofret.com, Laboratoire Chimie Organique, Bioorganique, Réactivité et Analyse (COBRA), Université de Rouen Normandie, CNRS, INSA, 76821 Mont-Saint-Aignan Cedex, France
| | - Jiajia Guo
- Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, CNRS, CEA, 91405 Orsay Cedex, France
| | - Nicole Golob-Schwarzl
- Department of Dermatology and Venerology, Medical University of Graz, A-8010 Graz, Austria
| | - Johannes Haybaeck
- Diagnostic and Research Center for Molecular BioMedicine, Institute of Pathology, Medical University of Graz, A-8010 Graz, Austria
- Department of Pathology, Neuropathology, and Molecular Pathology, Medical University of Innsbruck, A-6020 Innsbruck, Austria
| | - Xue Qiu
- Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, CNRS, CEA, 91405 Orsay Cedex, France
- School of Medicine and Pharmacy, Ocean University of China, 266003 Qingdao Shandong, China
| | - Niko Hildebrandt
- Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, CNRS, CEA, 91405 Orsay Cedex, France
- nanofret.com, Laboratoire Chimie Organique, Bioorganique, Réactivité et Analyse (COBRA), Université de Rouen Normandie, CNRS, INSA, 76821 Mont-Saint-Aignan Cedex, France
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Böhm A, Vachalcova M, Snopek P, Bacharova L, Komarova D, Hatala R. Molecular Mechanisms, Diagnostic Aspects and Therapeutic Opportunities of Micro Ribonucleic Acids in Atrial Fibrillation. Int J Mol Sci 2020; 21:ijms21082742. [PMID: 32326592 PMCID: PMC7215603 DOI: 10.3390/ijms21082742] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 04/13/2020] [Accepted: 04/13/2020] [Indexed: 12/22/2022] Open
Abstract
Micro ribonucleic acids (miRNAs) are short non-coding RNA molecules responsible for regulation of gene expression. They are involved in many pathophysiological processes of a wide spectrum of diseases. Recent studies showed their involvement in atrial fibrillation. They seem to become potential screening biomarkers for atrial fibrillation and even treatment targets for this arrhythmia. The aim of this review article was to summarize the latest knowledge about miRNA and their molecular relation to the pathophysiology, diagnosis and treatment of atrial fibrillation.
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Affiliation(s)
- Allan Böhm
- National Cardiovascular Institute, 831 01 Bratislava, Slovakia;
- Faculty of Medicine, Slovak Medical University, 831 01 Bratislava, Slovakia
- Academy—Research Organization, 811 02 Bratislava, Slovakia; (M.V.); (P.S.); (D.K.)
- Correspondence:
| | - Marianna Vachalcova
- Academy—Research Organization, 811 02 Bratislava, Slovakia; (M.V.); (P.S.); (D.K.)
- East-Slovak Institute of Cardiovascular Diseases, 040 11 Kosice, Slovakia
| | - Peter Snopek
- Academy—Research Organization, 811 02 Bratislava, Slovakia; (M.V.); (P.S.); (D.K.)
- Cardiology Clinic Faculty Hospital, 950 01 Nitra, Slovakia
- Saint Elisabeth University of Health and Social work, 811 02 Bratislava, Slovakia
| | - Ljuba Bacharova
- Faculty of Medicine, Comenius University, 813 72 Bratislava, Slovakia;
- International Laser Center, 841 04 Bratislava, Slovakia
| | - Dominika Komarova
- Academy—Research Organization, 811 02 Bratislava, Slovakia; (M.V.); (P.S.); (D.K.)
| | - Robert Hatala
- National Cardiovascular Institute, 831 01 Bratislava, Slovakia;
- Faculty of Medicine, Slovak Medical University, 831 01 Bratislava, Slovakia
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Boyer M, Cayrefourcq L, Dereure O, Meunier L, Becquart O, Alix-Panabières C. Clinical Relevance of Liquid Biopsy in Melanoma and Merkel Cell Carcinoma. Cancers (Basel) 2020; 12:cancers12040960. [PMID: 32295074 PMCID: PMC7226137 DOI: 10.3390/cancers12040960] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 04/09/2020] [Accepted: 04/10/2020] [Indexed: 12/14/2022] Open
Abstract
Melanoma and Merkel cell carcinoma are two aggressive skin malignancies with high disease-related mortality and increasing incidence rates. Currently, invasive tumor tissue biopsy is the gold standard for their diagnosis, and no reliable easily accessible biomarker is available to monitor patients with melanoma or Merkel cell carcinoma during the disease course. In these last years, liquid biopsy has emerged as a candidate approach to overcome this limit and to identify biomarkers for early cancer diagnosis, prognosis, therapeutic response prediction, and patient follow-up. Liquid biopsy is a blood-based non-invasive procedure that allows the sequential analysis of circulating tumor cells, circulating cell-free and tumor DNA, and extracellular vesicles. These innovative biosources show similar features as the primary tumor from where they originated and represent an alternative to invasive solid tumor biopsy. In this review, the biology and technical challenges linked to the detection and analysis of the different circulating candidate biomarkers for melanoma and Merkel cell carcinoma are discussed as well as their clinical relevance.
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Affiliation(s)
- Magali Boyer
- Laboratory of Rare Human Circulating Cells, University Medical Centre of Montpellier, 34093 Montpellier, France; (M.B.); (L.C.)
| | - Laure Cayrefourcq
- Laboratory of Rare Human Circulating Cells, University Medical Centre of Montpellier, 34093 Montpellier, France; (M.B.); (L.C.)
| | - Olivier Dereure
- Department of Dermatology and INSERM 1058 Pathogenesis and Control of Chronic Infections, University of Montpellier, 34090 Montpellier, France;
| | - Laurent Meunier
- Department of Dermatology, University of Montpellier, 34090 Montpellier, France; (L.M.); (O.B.)
| | - Ondine Becquart
- Department of Dermatology, University of Montpellier, 34090 Montpellier, France; (L.M.); (O.B.)
| | - Catherine Alix-Panabières
- Laboratory of Rare Human Circulating Cells, University Medical Centre of Montpellier, 34093 Montpellier, France; (M.B.); (L.C.)
- Correspondence: ; Tel.: +33-4-1175-99-31; Fax: +33-4-1175-99-33
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Terrinoni A, Calabrese C, Basso D, Aita A, Caporali S, Plebani M, Bernardini S. The circulating miRNAs as diagnostic and prognostic markers. Clin Chem Lab Med 2020; 57:932-953. [PMID: 30838832 DOI: 10.1515/cclm-2018-0838] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Accepted: 10/23/2018] [Indexed: 02/07/2023]
Abstract
A large portion of the human genome transcribes RNA sequences that do not code for any proteins. The first of these sequences was identified in 1993, and the best known noncoding RNAs are microRNA (miRNAs). It is now fully established that miRNAs regulate approximately 30% of the known genes that codify proteins. miRNAs are involved in several biological processes, like cell proliferation, differentiation, apoptosis and metastatization. These RNA products regulate gene expression at the post-transcriptional level, modulating or inhibiting protein expression by interacting with specific sequences of mRNAs. Mature miRNAs can be detected in blood plasma, serum and also in a wide variety of biological fluids. They can be found associated with proteins, lipids as well as enclosed in exosome vesicles. We know that circulating miRNAs (C-miRNAs) can regulate several key cellular processes in tissues different from the production site. C-miRNAs behave as endogenous mediators of RNA translation, and an extraordinary knowledge on their function has been obtained in the last years. They can be secreted in different tissue cells and associated with specific pathological conditions. Significant evidence indicates that the initiation and progression of several pathologies are "highlighted" by the presence of specific C-miRNAs, underlining their potential diagnostic relevance as clinical biomarkers. Here we review the current literature on the possible use of this new class of molecules as clinical biomarkers of diseases.
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Affiliation(s)
- Alessandro Terrinoni
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier, 1, 00133 Rome, Italy
| | - Cosimo Calabrese
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Daniela Basso
- Department of Medicine - DIMED; Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Ada Aita
- Department of Medicine - DIMED; Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Sabrina Caporali
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Mario Plebani
- Department of Medicine - DIMED; Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Sergio Bernardini
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
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Olivares D, Perez-Hernandez J, Perez-Gil D, Chaves FJ, Redon J, Cortes R. Optimization of small RNA library preparation protocol from human urinary exosomes. J Transl Med 2020; 18:132. [PMID: 32188466 PMCID: PMC7081560 DOI: 10.1186/s12967-020-02298-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Accepted: 03/11/2020] [Indexed: 12/12/2022] Open
Abstract
Background Sequencing of miRNAs isolated from exosomes has great potential to identify novel disease biomarkers, but exosomes have low amount of RNA, hindering adequate analysis and quantification. Here, we have assessed several steps in developing an optimized small RNA (sRNA) library preparation protocol for next-generation sequencing (NGS) miRNA analysis from urinary exosomes. Methods A total of 24 urinary exosome samples from donors were included in this study. RNA was extracted by column-based methods. The quality of extracted RNA was assessed by spectrophotometric quantification and Bioanalyzer software analysis. All libraries were prepared using the CleanTag small RNA library preparation protocol and the effect of our additional modifications on adapter-dimer presence, sequencing data and tagged small RNA library population was also analyzed. Results Our results show that good quality sequencing libraries can be prepared following our optimized small RNA library preparation protocol from urinary exosomes. When the size selection by gel purification step was included within the workflow, adapter-dimer was totally removed from cDNA libraries. Furthermore, the inclusion of this modification step within small RNA library protocol augmented the small RNA mapped reads, with an especially significant 37% increase in miRNA reads, and the gel purification step made no difference to the tagged miRNA population. Conclusions This study provides researchers with an optimized small RNA library preparation workflow for next generation sequencing based exosome-associated miRNA analysis that yields a high amount of miRNA mapped reads without skewing the tagged miRNA population significantly.
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Affiliation(s)
- Dolores Olivares
- Cardiometabolic and Renal Risk Research Group, INCLIVA Biomedical Research Institute, Avd. Menéndez Pelayo, accesorio 4, 46010, Valencia, Spain
| | - Javier Perez-Hernandez
- Cardiometabolic and Renal Risk Research Group, INCLIVA Biomedical Research Institute, Avd. Menéndez Pelayo, accesorio 4, 46010, Valencia, Spain.,INSERM, U1016, Cochin Institute, 75014, Paris, France
| | - Daniel Perez-Gil
- Cardiometabolic and Renal Risk Research Group, INCLIVA Biomedical Research Institute, Avd. Menéndez Pelayo, accesorio 4, 46010, Valencia, Spain.,Genomics England, Dawson Hall, Charterhouse Square, London, EC1M 6BQ, UK
| | - Felipe J Chaves
- Genomics and Diabetes Unit, INCLIVA Biomedical Research Institute, Avd. Menéndez Pelayo, accesorio 4, 46010, Valencia, Spain. .,CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Institute of Health Carlos III, Minister of Health, Barcelona, Spain.
| | - Josep Redon
- Cardiometabolic and Renal Risk Research Group, INCLIVA Biomedical Research Institute, Avd. Menéndez Pelayo, accesorio 4, 46010, Valencia, Spain.,Internal Medicine, Clinic Universitary Hospital, Avd. Blasco Ibañez, 17, 46010, Valencia, Spain
| | - Raquel Cortes
- Cardiometabolic and Renal Risk Research Group, INCLIVA Biomedical Research Institute, Avd. Menéndez Pelayo, accesorio 4, 46010, Valencia, Spain.
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Wang H, Xie Y. BRD7-Mediated miR-3148 Inhibits Progression of Cervical Cancer by Targeting Wnt3a/β-Catenin Pathway. Reprod Sci 2020; 27:877-887. [DOI: 10.1007/s43032-019-00091-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 09/11/2019] [Indexed: 12/23/2022]
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Soda N, Rehm BHA, Sonar P, Nguyen NT, Shiddiky MJA. Advanced liquid biopsy technologies for circulating biomarker detection. J Mater Chem B 2019; 7:6670-6704. [PMID: 31646316 DOI: 10.1039/c9tb01490j] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Liquid biopsy is a new diagnostic concept that provides important information for monitoring and identifying tumor genomes in body fluid samples. Detection of tumor origin biomolecules like circulating tumor cells (CTCs), circulating tumor specific nucleic acids (circulating tumor DNA (ctDNA), circulating tumor RNA (ctRNA), microRNAs (miRNAs), long non-coding RNAs (lnRNAs)), exosomes, autoantibodies in blood, saliva, stool, urine, etc. enables cancer screening, early stage diagnosis and evaluation of therapy response through minimally invasive means. From reliance on painful and hazardous tissue biopsies or imaging depending on sophisticated equipment, cancer management schemes are witnessing a rapid evolution towards minimally invasive yet highly sensitive liquid biopsy-based tools. Clinical application of liquid biopsy is already paving the way for precision theranostics and personalized medicine. This is achieved especially by enabling repeated sampling, which in turn provides a more comprehensive molecular profile of tumors. On the other hand, integration with novel miniaturized platforms, engineered nanomaterials, as well as electrochemical detection has led to the development of low-cost and simple platforms suited for point-of-care applications. Herein, we provide a comprehensive overview of the biogenesis, significance and potential role of four widely known biomarkers (CTCs, ctDNA, miRNA and exosomes) in cancer diagnostics and therapeutics. Furthermore, we provide a detailed discussion of the inherent biological and technical challenges associated with currently available methods and the possible pathways to overcome these challenges. The recent advances in the application of a wide range of nanomaterials in detecting these biomarkers are also highlighted.
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Affiliation(s)
- Narshone Soda
- School of Environment and Science, Griffith University, Nathan Campus, QLD 4111, Australia. and Queensland Micro- and Nanotechnology Centre (QMNC), Griffith University, Nathan Campus, QLD 4111, Australia
| | - Bernd H A Rehm
- Centre for Cell Factories and Biopolymers (CCFB), Griffith Institute for Drug Discovery (GRIDD), Griffith University, Nathan, QLD 4111, Australia
| | - Prashant Sonar
- School of Chemistry, Physics and Mechanical Engineering, Molecular Design and Synthesis, Queensland University of Technology (QUT), Brisbane, Australia
| | - Nam-Trung Nguyen
- Queensland Micro- and Nanotechnology Centre (QMNC), Griffith University, Nathan Campus, QLD 4111, Australia
| | - Muhammad J A Shiddiky
- School of Environment and Science, Griffith University, Nathan Campus, QLD 4111, Australia. and Queensland Micro- and Nanotechnology Centre (QMNC), Griffith University, Nathan Campus, QLD 4111, Australia
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45
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Szelenberger R, Kacprzak M, Saluk-Bijak J, Zielinska M, Bijak M. Plasma MicroRNA as a novel diagnostic. Clin Chim Acta 2019; 499:98-107. [PMID: 31499022 DOI: 10.1016/j.cca.2019.09.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 09/03/2019] [Accepted: 09/05/2019] [Indexed: 12/15/2022]
Abstract
MicroRNAs (miRNAs) are small, single-stranded, endogenous, non-coding RNAs necessary for proper gene expression. Their mechanism of action controls translation by base-pairing with target messenger RNA (mRNAs) thus leading to translation blockage or mRNA degradation. Many studies have shown that miRNAs play pivotal roles in cancer, cardiovascular disease and neurodegenerative disorders. The lack of blood-derived biomarkers and those markers of poor specificity and sensitivity significantly impact the ability to diagnose in general and at early disease stage specifically. As such, new, non-invasive and quantifiable biomarkers are needed. As post-transcriptional regulators of gene expression, miRNAs have been confirmed to be notably stable in cells, tissues and body fluids. These and other advantages make miRNAs ideal candidates as potential biomarkers and early experimental findings support this finding. This review examines the use of miRNAs as biomarkers in cancer, neurodegenerative, cardiovascular and liver disease and viral infection.
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Affiliation(s)
- Rafal Szelenberger
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 141/143, 90-236 Lodz, Poland.
| | - Michal Kacprzak
- Intensive Cardiac Therapy Clinic, Medical University of Lodz, Pomorska 251, 91-213 Lodz, Poland
| | - Joanna Saluk-Bijak
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 141/143, 90-236 Lodz, Poland
| | - Marzenna Zielinska
- Intensive Cardiac Therapy Clinic, Medical University of Lodz, Pomorska 251, 91-213 Lodz, Poland
| | - Michal Bijak
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 141/143, 90-236 Lodz, Poland
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46
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Bellassai N, D'Agata R, Jungbluth V, Spoto G. Surface Plasmon Resonance for Biomarker Detection: Advances in Non-invasive Cancer Diagnosis. Front Chem 2019; 7:570. [PMID: 31448267 PMCID: PMC6695566 DOI: 10.3389/fchem.2019.00570] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 07/26/2019] [Indexed: 12/24/2022] Open
Abstract
Biomarker-based cancer analysis has great potential to lead to a better understanding of disease at the molecular level and to improve early diagnosis and monitoring. Unlike conventional tissue biopsy, liquid biopsy allows the detection of a large variety of circulating biomarkers, such as microRNA (miRNA), exosomes, circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), and proteins, in an easily accessible and minimally invasive way. In this review, we describe and evaluate the relevance and applicability of surface plasmon resonance (SPR) and localized SPR (LSPR)-based platforms for the detection of different classes of cancer biomarkers in liquid biopsy samples. Firstly, we critically discuss unsolved problems and issues in capturing and analyzing biomarkers. Secondly, we highlight current challenges which need to be resolved in applying SPR biosensors into clinical practice. Then, we mainly focus on applications of SPR-based platforms that process a patient sample aiming to detect and quantify biomarkers as a minimally invasive liquid biopsy tool for cancer patients appearing over the last 5 years. Finally, we describe the analytical performances of selected SPR biosensor assays and their significant advantages in terms of high sensitivity and specificity as well as accuracy and workflow simplicity.
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Affiliation(s)
- Noemi Bellassai
- Dipartimento di Scienze Chimiche, Università degli Studi di Catania, Catania, Italy
| | - Roberta D'Agata
- Dipartimento di Scienze Chimiche, Università degli Studi di Catania, Catania, Italy
| | - Vanessa Jungbluth
- Dipartimento di Scienze Chimiche, Università degli Studi di Catania, Catania, Italy
| | - Giuseppe Spoto
- Dipartimento di Scienze Chimiche, Università degli Studi di Catania, Catania, Italy
- Istituto Nazionale di Biostrutture e Biosistemi, Università degli Studi di Catania, Catania, Italy
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Ullmann P, Nurmik M, Begaj R, Haan S, Letellier E. Hypoxia- and MicroRNA-Induced Metabolic Reprogramming of Tumor-Initiating Cells. Cells 2019; 8:E528. [PMID: 31159361 PMCID: PMC6627778 DOI: 10.3390/cells8060528] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 05/28/2019] [Accepted: 05/28/2019] [Indexed: 12/22/2022] Open
Abstract
Colorectal cancer (CRC), the second most common cause of cancer mortality in the Western world, is a highly heterogeneous disease that is driven by a rare subpopulation of tumorigenic cells, known as cancer stem cells (CSCs) or tumor-initiating cells (TICs). Over the past few years, a plethora of different approaches, aimed at identifying and eradicating these self-renewing TICs, have been described. A focus on the metabolic and bioenergetic differences between TICs and less aggressive differentiated cancer cells has thereby emerged as a promising strategy to specifically target the tumorigenic cell compartment. Extrinsic factors, such as nutrient availability or tumor hypoxia, are known to influence the metabolic state of TICs. In this review, we aim to summarize the current knowledge on environmental stress factors and how they affect the metabolism of TICs, with a special focus on microRNA (miRNA)- and hypoxia-induced effects on colon TICs.
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Affiliation(s)
- Pit Ullmann
- Molecular Disease Mechanisms Group, Life Sciences Research Unit, University of Luxembourg, L-4367 Belvaux, Luxembourg.
| | - Martin Nurmik
- Molecular Disease Mechanisms Group, Life Sciences Research Unit, University of Luxembourg, L-4367 Belvaux, Luxembourg.
| | - Rubens Begaj
- Molecular Disease Mechanisms Group, Life Sciences Research Unit, University of Luxembourg, L-4367 Belvaux, Luxembourg.
| | - Serge Haan
- Molecular Disease Mechanisms Group, Life Sciences Research Unit, University of Luxembourg, L-4367 Belvaux, Luxembourg.
| | - Elisabeth Letellier
- Molecular Disease Mechanisms Group, Life Sciences Research Unit, University of Luxembourg, L-4367 Belvaux, Luxembourg.
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48
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Krepelkova I, Mrackova T, Izakova J, Dvorakova B, Chalupova L, Mikulik R, Slaby O, Bartos M, Ruzicka V. Evaluation of miRNA detection methods for the analytical characteristic necessary for clinical utilization. Biotechniques 2019; 66:277-284. [PMID: 31124705 DOI: 10.2144/btn-2019-0021] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
miRNAs are promising biomarkers but methods for their measurement are not clear. We therefore examined three miRNA detection technologies and considered the analytical characteristics essential for clinical utilization. TaqMan assays, SplintR-qPCR and miREIA were compared for their absolute quantification bias, conformity and robustness. Absolute concentrations of miR-142-5p, miR-23a-3p and miR-93-5p were measured with all three methods using 30 samples. Robustness was evaluated by measurement of miR-21-5p in five uniform experiments. Correlations were miRNA-specific, but we observed a different absolute concentration range in RT-qPCR (fmol/μl) and methods evading the RT process (amol/μl). Consistently, RT-less methods reported better robustness (CV 8-19%) than RT-qPCR (CV 39-50%). The calibration curve in TaqMan Advanced assay was influenced by dilution media. Methods avoiding RT seem to be a promising future alternative for miRNA measurement.
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Affiliation(s)
- Iveta Krepelkova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,BioVendor - Laboratorní medicína a.s., Brno, Czech Republic
| | - Tereza Mrackova
- BioVendor - Laboratorní medicína a.s., Brno, Czech Republic.,Faculty of Medicine, Masaryk University, Brno, Czech Republic.,International Clinical Research Center (FNUSA-ICRC), Brno, Czech Republic
| | - Jana Izakova
- BioVendor - Laboratorní medicína a.s., Brno, Czech Republic
| | | | | | - Robert Mikulik
- Faculty of Medicine, Masaryk University, Brno, Czech Republic.,International Clinical Research Center (FNUSA-ICRC), Brno, Czech Republic.,Department of Neurology, St Anne's University Hospital, Brno, Czech Republic
| | - Ondrej Slaby
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Masaryk Memorial Cancer Institute, Department of Comprehensive Cancer Care, Brno, Czech Republic
| | - Milan Bartos
- BioVendor - Laboratorní medicína a.s., Brno, Czech Republic.,Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Viktor Ruzicka
- BioVendor - Laboratorní medicína a.s., Brno, Czech Republic
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The role of miRNAs as biomarkers in prostate cancer. MUTATION RESEARCH-REVIEWS IN MUTATION RESEARCH 2019; 781:165-174. [PMID: 31416574 DOI: 10.1016/j.mrrev.2019.05.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 05/17/2019] [Accepted: 05/21/2019] [Indexed: 12/13/2022]
Abstract
There is an urged need of non-invasive biomarkers for the implementation of precision medicine. These biomarkers are required to these days for improving prostate cancer (PCa) screening, treatment or stratification in current clinical strategies. There are several commercial kits (Oncotype DX genomic prostate score®, Prolaris®, among others) that use genomic changes, rearrangement or even non-coding RNA events. However, none of them are currently used in the routine clinical practice. Many recent studies indicate that miRNAs are relevant molecules (small single-stranded non-coding RNAs that regulate gene expression of more than 30% of human genes) to be implement non-invasive biomarkers. However, contrasting to others tumors, such as breast cancer where miR-21 seems to be consistently upregulated; PCa data are controversial. Here we reported an extended revision about the role of miRNAs in PCa including data of AR signaling, cell cycle, EMT process, CSCs regulation and even the role of miRNAs as PCa diagnostic, prognostic and predictive tool. It is known that current biomedical research uses big-data analysis like Next Generation Sequencing (NGS) analysis. We also conducted an extensive online search, including the main platforms and kits for miRNAs massive analysis (like MiSeq, Nextseq 550, or Ion S5™ systems) indicating their pros, cons and including pre-analytical and analytical issues of miRNA studies.
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50
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Hao S, Huo S, Du Z, Yang Q, Ren M, Liu S, Liu T, Zhang G. MicroRNA-related transcription factor regulatory networks in human colorectal cancer. Medicine (Baltimore) 2019; 98:e15158. [PMID: 30985693 PMCID: PMC6485807 DOI: 10.1097/md.0000000000015158] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE Colorectal cancer (CRC) is an extremely common gastrointestinal malignancy. The present study aimed to identify microRNAs (miRNAs) and transcription factors (TFs) associated with tumor development. METHODS Three miRNA profile datasets were integrated and analyzed to elucidate the potential key candidate miRNAs in CRC. The starBase database was used to identify the potential targets of common differentially expressed miRNAs (DEMs). Transcriptional Regulatory Element Database and Transcriptional Regulatory Relationships Unraveled by Sentence-based Text databases were used to identify cancer-related TFs and the TF-regulated target genes. Functional and pathway enrichment analyses were performed using the Database for Annotation, Visualization and Integration Discovery (DAVID) database, and the miRNA-TF-gene networks were constructed by Cytoscape. Quantitative reverse transcription polymerase chain reaction (qRT-PCR) was used to detect the expression of genes and miRNAs. RESULTS In total, 14 DEMs were found in CRC. By bioinformatics analysis, 5 DEMs (miR-145, miR-497, miR-30a, miR-31, and miR-20a) and 8 TFs (ELK4 (ETS-family transcription factor), myeloblastosis proto-oncogene like (MYBL)1, MYBL2, CEBPA, PPARA, PPARD, PPARG, and endothelial PAS domain protein (EPAS1)) appeared to be associated with CRC and were therefore used to construct miRNA-TF-gene networks. From the networks, we found that miR-20a might play the most important role as an miRNA in the networks. By qRT-PCR, we demonstrated that miR-20a was significantly upregulated in CRC tissues. We also performed qRT-PCR to identify the expression of miR-20a-related TFs (PPARA, PPARD, PPARG, EPAS1). Three of them, PPARA, PPARG, and EPAS1, were downregulated in CRC tissues, with statistically significant differences, while the downregulation of PPARD in CRC tissues was not significantly different. Pathway enrichment analyses indicated that the phosphoinositide 3-kinase (PI3K)-Akt signaling pathway was the most significantly enriched pathway. Two main elements of the PI3K-Akt signaling pathway, phosphatase and tensin homolog deleted on chromosome 10 and B-cell lymphoma 2-associated agonist of cell death, were demonstrated to be downregulated in CRC. CONCLUSION The present study identified hub miRNAs and miRNA-related TF regulatory networks in CRC, which might be potential targets for the diagnosis and treatment of CRC.
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Affiliation(s)
- Shuhong Hao
- Department of Medical Research Center
- Department of Hematology and Oncology
| | | | - Zhenwu Du
- Department of Medical Research Center
- Department of Orthopedics
| | | | | | - Shui Liu
- Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun, Jilin, China
| | | | - Guizhen Zhang
- Department of Medical Research Center
- Department of Orthopedics
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