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Shi C, Yang D, Ma X, Pan L, Shao Y, Arya G, Ke Y, Zhang C, Wang F, Zuo X, Li M, Wang P. A Programmable DNAzyme for the Sensitive Detection of Nucleic Acids. Angew Chem Int Ed Engl 2024; 63:e202320179. [PMID: 38288561 DOI: 10.1002/anie.202320179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Indexed: 02/17/2024]
Abstract
Nucleic acids in biofluids are emerging biomarkers for the molecular diagnostics of diseases, but their clinical use has been hindered by the lack of sensitive detection assays. Herein, we report the development of a sensitive nucleic acid detection assay named SPOT (sensitive loop-initiated DNAzyme biosensor for nucleic acid detection) by rationally designing a catalytic DNAzyme of endonuclease capability into a unified one-stranded allosteric biosensor. SPOT is activated once a nucleic acid target of a specific sequence binds to its allosteric module to enable continuous cleavage of molecular reporters. SPOT provides a highly robust platform for sensitive, convenient and cost-effective detection of low-abundance nucleic acids. For clinical validation, we demonstrated that SPOT could detect serum miRNAs for the diagnostics of breast cancer, gastric cancer and prostate cancer. Furthermore, SPOT exhibits potent detection performance over SARS-CoV-2 RNA from clinical swabs with high sensitivity and specificity. Finally, SPOT is compatible with point-of-care testing modalities such as lateral flow assays. Hence, we envision that SPOT may serve as a robust assay for the sensitive detection of a variety of nucleic acid targets enabling molecular diagnostics in clinics.
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Affiliation(s)
- Chenzhi Shi
- Institute of Molecular Medicine, Department of Laboratory Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Center for DNA Information Storage, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Donglei Yang
- Institute of Molecular Medicine, Department of Laboratory Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Center for DNA Information Storage, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Xiaowei Ma
- Institute of Molecular Medicine, Department of Laboratory Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Center for DNA Information Storage, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Li Pan
- Institute of Molecular Medicine, Department of Laboratory Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Center for DNA Information Storage, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Yuanchuan Shao
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, 27708, USA
| | - Gaurav Arya
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, 27708, USA
| | - Yonggang Ke
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, 30322, USA
| | - Chuan Zhang
- School of Chemistry and Chemical Engineering, Frontiers Science Center for Transformative Molecules, Shanghai Key Laboratory for Molecular Engineering of Chiral Drugs, State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Fuan Wang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, Hubei, 430072, China
| | - Xiaolei Zuo
- Institute of Molecular Medicine, Department of Laboratory Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Center for DNA Information Storage, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Min Li
- Institute of Molecular Medicine, Department of Laboratory Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Center for DNA Information Storage, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Pengfei Wang
- Institute of Molecular Medicine, Department of Laboratory Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Center for DNA Information Storage, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
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2
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Paoletti A, Ly B, Cailleau C, Gao F, de Ponfilly-Sotier MP, Pascaud J, Rivière E, Yang L, Nwosu L, Elmesmari A, Reynaud F, Hita M, Paterson D, Reboud J, Fay F, Nocturne G, Tsapis N, McInnes IB, Kurowska-Stolarska M, Fattal E, Mariette X. Liposomal AntagomiR-155-5p Restores Anti-Inflammatory Macrophages and Improves Arthritis in Preclinical Models of Rheumatoid Arthritis. Arthritis Rheumatol 2024; 76:18-31. [PMID: 37527031 DOI: 10.1002/art.42665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 05/16/2023] [Accepted: 07/11/2023] [Indexed: 08/03/2023]
Abstract
OBJECTIVE We previously reported an increased expression of microRNA-155 (miR-155) in the blood monocytes of patients with rheumatoid arthritis (RA) that could be responsible for impaired monocyte polarization to anti-inflammatory M2-like macrophages. In this study, we employed two preclinical models of RA, collagen-induced arthritis and K/BxN serum transfer arthritis, to examine the therapeutic potential of antagomiR-155-5p entrapped within PEGylated (polyethylene glycol [PEG]) liposomes in resolution of arthritis and repolarization of monocytes towards the anti-inflammatory M2 phenotype. METHODS AntagomiR-155-5p or antagomiR-control were encapsulated in PEG liposomes of 100 nm in size and -10 mV in zeta potential with high antagomiR loading efficiency (above 80%). Mice were injected intravenously with 1.5 nmol/100 μL PEG liposomes containing antagomiR-155-5p or control after the induction of arthritis. RESULTS We demonstrated the biodistribution of fluorescently tagged PEG liposomes to inflamed joints one hour after the injection of fluorescently tagged PEG liposomes, as well as the liver's subsequent accumulation after 48 hours, indicative of hepatic clearance, in mice with arthritis. The injection of PEG liposomes containing antagomiR-155-5p decreased arthritis score and paw swelling compared with PEG liposomes containing antagomiR-control or the systemic delivery of free antagomiR-155-5p. Moreover, treatment with PEG liposomes containing antagomiR-155-5p led to the restoration of bone marrow monocyte defects in anti-inflammatory macrophage differentiation without any significant functional change in other immune cells, including splenic B and T cells. CONCLUSION The injection of antagomiR-155-5p encapsulated in PEG liposomes allows the delivery of small RNA to monocytes and macrophages and reduces joint inflammation in murine models of RA, providing a promising strategy in human disease.
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Affiliation(s)
- Audrey Paoletti
- Paris-Saclay University, INSERM UMR1184, Center for Immunology of Viral Infections and Autoimmune Diseases, Le Kremlin Bicêtre, France
| | - Bineta Ly
- Paris-Saclay University, INSERM UMR1184, Center for Immunology of Viral Infections and Autoimmune Diseases, Le Kremlin Bicêtre, France
| | - Catherine Cailleau
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, Orsay, France
| | - Fan Gao
- Division of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow, United Kingdom
| | - Marie Péan de Ponfilly-Sotier
- Paris-Saclay University, INSERM UMR1184, Center for Immunology of Viral Infections and Autoimmune Diseases, Le Kremlin Bicêtre, France
| | - Juliette Pascaud
- Paris-Saclay University, INSERM UMR1184, Center for Immunology of Viral Infections and Autoimmune Diseases, Le Kremlin Bicêtre, France
| | - Elodie Rivière
- Paris-Saclay University, INSERM UMR1184, Center for Immunology of Viral Infections and Autoimmune Diseases, Le Kremlin Bicêtre, France
| | - Luxin Yang
- School of Infection and Immunity, University of Glasgow, Glasgow, United Kingdom
| | - Lilian Nwosu
- School of Infection and Immunity, University of Glasgow, Glasgow, United Kingdom
| | - Aziza Elmesmari
- School of Infection and Immunity, University of Glasgow, Glasgow, United Kingdom
| | - Franceline Reynaud
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, Orsay, France
| | - Magali Hita
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, Orsay, France
| | - David Paterson
- Division of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow, United Kingdom
| | - Julien Reboud
- Division of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow, United Kingdom
| | - Francois Fay
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, Orsay, France
| | - Gaetane Nocturne
- Paris-Saclay University, INSERM UMR1184, Center for Immunology of Viral Infections and Autoimmune Diseases, Le Kremlin Bicêtre, France
- Rheumatology Department, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Le Kremlin Bicêtre, France
| | - Nicolas Tsapis
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, Orsay, France
| | - Iain B McInnes
- School of Infection and Immunity, University of Glasgow, Glasgow, United Kingdom
| | | | - Elias Fattal
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay, Orsay, France
| | - Xavier Mariette
- Paris-Saclay University, INSERM UMR1184, Center for Immunology of Viral Infections and Autoimmune Diseases, Le Kremlin Bicêtre, France
- Rheumatology Department, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Le Kremlin Bicêtre, France
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3
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Petersen PHD, Lopacinska-Jørgensen J, Høgdall CK, Høgdall EV. Identification of stably expressed microRNAs in plasma from high-grade serous ovarian carcinoma and benign tumor patients. Mol Biol Rep 2023; 50:10235-10247. [PMID: 37934368 PMCID: PMC10676310 DOI: 10.1007/s11033-023-08795-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/01/2023] [Indexed: 11/08/2023]
Abstract
BACKGROUND Ovarian cancer is a lethal gynecological cancer and no reliable minimally invasive early diagnosis tools exist. High grade serous ovarian carcinoma (HGSOC) is often diagnosed at advanced stages, resulting in poorer outcome than those diagnosed in early stage. Circulating microRNAs have been investigated for their biomarker potential. However, due to lack of standardization methods for microRNA detection, there is no consensus, which microRNAs should be used as stable endogenous controls. We aimed to identify microRNAs that are stably expressed in plasma of HGSOC and benign ovarian tumor patients. METHODS AND RESULTS We isolated RNA from plasma samples of 60 HGSOC and 48 benign patients. RT-qPCR was accomplished with a custom panel covering 40 microRNAs and 8 controls. Stability analysis was performed using five algorithms: Normfinder, geNorm, Delta-Ct, BestKeeper and RefFinder using an R-package; RefSeeker developed by our study group [1]. Among 41 analyzed RNAs, 13 were present in all samples and eligible for stability analysis. Differences between stability rankings were observed across algorithms. In HGSOC samples, hsa-miR-126-3p and hsa-miR-23a-3p were identified as the two most stable miRNAs. In benign samples, hsa-miR-191-5p and hsa-miR-27a-3p were most stable. In the combined HGSOC and benign group, hsa-miR-23a-3p and hsa-miR-27a-3p were identified by both the RefFinder and Normfinder analysis as the most stable miRNAs. CONCLUSIONS Consensus regarding normalization approaches in microRNA studies is needed. The choice of endogenous microRNAs used for normalization depends on the histological content of the cohort. Furthermore, normalization also depends on the algorithms used for stability analysis.
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Affiliation(s)
- Patrick H D Petersen
- Department of Pathology, Herlev Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 25, Herlev, 2730, Denmark
| | - Joanna Lopacinska-Jørgensen
- Department of Pathology, Herlev Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 25, Herlev, 2730, Denmark
| | - Claus K Høgdall
- Department of Gynecology, The Juliane Marie Centre, Rigshospitalet, University of Copenhagen, Copenhagen, 2100, Denmark
| | - Estrid V Høgdall
- Department of Pathology, Herlev Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 25, Herlev, 2730, Denmark.
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Pereira IDS, Cruz ABD, Maia MM, Carneiro FM, Gava R, Spegiorin LCJF, Brandão CC, Truzzi IGDC, Junior GMDF, de Mattos LC, Pereira-Chioccola VL, Meira-Strejevitch CS. Identification and validation of reference genes of circulating microRNAs for use as control in gestational toxoplasmosis. Mol Biochem Parasitol 2023; 256:111592. [PMID: 37666471 DOI: 10.1016/j.molbiopara.2023.111592] [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: 01/31/2023] [Revised: 08/21/2023] [Accepted: 08/30/2023] [Indexed: 09/06/2023]
Abstract
Toxoplasmosis causes serious harm to the fetus, as tachyzoite dissemination, during pregnancy in women developing the primo-infection. The microRNAs (miRNAs) are small non-coding RNAs, which have regulatory roles in cells by silencing messenger RNA. Circulating miRNA are promising biomarkers for diagnosis and prognosis of numerous diseases. The miRNAs levels are estimated by quantitative real-time PCR (qPCR), however, the relative quantification of each miRNA expression requires proper normalization methods using endogenous miRNAs as control. This study analyzed the expression of three endogenous miRNAs (miR-484, miR -423-3p and miR-26b-5p) for use as normalizers in future studies of target miRNAs for gestational toxoplasmosis (GT). A total of 32 plasma samples were used in all assays divided in 21 from women with GT and 11 from healthy women. The stability of each endogenous miRNA was evaluated by the algorithm methods RefFinder that included GeNorm, Normfinder, BestKeeper and comparative delta-CT programs. The miR-484 was the most stably gene, and equivalently expressed in GT and NC groups. These results contribute to future studies of target miRNAs in clinical samples of women with gestational toxoplasmosis.
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Affiliation(s)
- Ingrid de Siqueira Pereira
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Allecineia Bispo da Cruz
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Marta Marques Maia
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Francieli Marinho Carneiro
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Ricardo Gava
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil
| | | | | | | | | | | | - Vera Lucia Pereira-Chioccola
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Cristina Silva Meira-Strejevitch
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil.
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Maiocchi S, Collins EN, Peterson AR, Alexander KC, McGlamery DJ, Cassidy NA, Ikonomidis JS, Akerman AW. Plasma microrna quantification protocol. VESSEL PLUS 2023; 7:27. [PMID: 38445249 PMCID: PMC10914336 DOI: 10.20517/2574-1209.2023.69] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
MicroRNAs (miRNAs) are small non-coding RNA molecules that regulate translation and are involved in many pathological processes. They have emerged as promising biomarkers for diagnosis of conditions such as aortic aneurysm disease. Quantifying miRNAs in plasma is uniquely challenging because of the lack of standardized reproducible protocols. To facilitate the independent verification of conclusions, it is necessary to provide a thorough disclosure of all pertinent experimental details. In this technical note, we present a comprehensive protocol for quantifying plasma miRNAs using droplet digital PCR. We detail the entire workflow, including blood collection, plasma processing, cryo-storage, miRNA isolation, reverse transcription, droplet generation, PCR amplification, fluorescence reading, and data analysis. We offer comprehensive guidance regarding optimization, assay conditions, expected results, and insight into the troubleshooting of common issues. The stepwise normalization and detailed methodological guide enhance reproducibility. Moreover, multiple portions of this protocol may be automated. The data provided in this technical note is demonstrative of the values typically obtained when following its steps. To facilitate standardization in data reporting, we include a table of expected aortic aneurysm-related miRNA levels in healthy human plasma. This versatile protocol can be easily adapted to quantify most circulating miRNAs in plasma, making it a valuable resource for diagnostic development.
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Affiliation(s)
- Sophie Maiocchi
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7545, USA
| | - Elizabeth N. Collins
- Department of Surgery, Division of Cardiothoracic Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7065, USA
| | - Andrew R. Peterson
- Department of Surgery, Division of Cardiothoracic Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7065, USA
| | - Kyle C. Alexander
- Department of Surgery, Division of Cardiothoracic Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7065, USA
| | - Dalton J. McGlamery
- Department of Surgery, Division of Cardiothoracic Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7065, USA
| | - Noah A. Cassidy
- University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA
| | - John S. Ikonomidis
- Department of Surgery, Division of Cardiothoracic Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7065, USA
| | - Adam W. Akerman
- Department of Surgery, Division of Cardiothoracic Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7065, USA
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Salimi A, Rahmani S, Sharifi-Zarchi A. InterOpt: Improved gene expression quantification in qPCR experiments using weighted aggregation of reference genes. iScience 2023; 26:107945. [PMID: 37829204 PMCID: PMC10565776 DOI: 10.1016/j.isci.2023.107945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 08/30/2023] [Accepted: 09/13/2023] [Indexed: 10/14/2023] Open
Abstract
qPCR is still the gold standard for gene expression quantification. However, its accuracy is highly dependent on the normalization procedure. The conventional method involves using the geometric mean of multiple study-specific reference genes (RGs) expression for cross-sample normalization. While research on selecting stably expressed RGs is extensive, scant literature exists regarding the optimal approach for aggregating multiple RGs into a unified RG. In this paper, we introduce a family of scale-invariant functions as an alternative to the geometric mean aggregation. Our candidate method (weighted geometric mean minimizing standard deviation) demonstrated significantly better results compared to other proposed methods. We provide theoretical and experimental support for this finding using real data from solid tumors and liquid biopsies. Moreover, the closed form and regression-based solution enable efficient computation and straightforward adoption on various platforms. All the proposed methods have been implemented within an easy-to-use R package with graphics processing unit (GPU) acceleration.
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Affiliation(s)
- Adel Salimi
- Computer Engineering Department, Sharif University of Technology, Tehran 11155-1639, Tehran, Iran
| | - Saeid Rahmani
- Computer Engineering Department, Sharif University of Technology, Tehran 11155-1639, Tehran, Iran
- School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran 19538-33511, Tehran, Iran
| | - Ali Sharifi-Zarchi
- Computer Engineering Department, Sharif University of Technology, Tehran 11155-1639, Tehran, Iran
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Aharon A, Rebibo-Sabbah A, Ahmad RS, Dangot A, Bar-Lev TH, Brenner B, Cohen AH, David CB, Weiner Z, Solt I. Associations of maternal and placental extracellular vesicle miRNA with preeclampsia. Front Cell Dev Biol 2023; 11:1080419. [PMID: 36910147 PMCID: PMC9992195 DOI: 10.3389/fcell.2023.1080419] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 02/06/2023] [Indexed: 02/24/2023] Open
Abstract
Introduction: Gestational vascular complications (GVCs), including gestational hypertension and preeclampsia, are leading causes of maternal morbidity and mortality. Elevated levels of extracellular vesicles (EVs), in GVC have been linked to vascular injury. This study aims to characterize placental and circulating EV miRNA in GVCs, and explores the involvement of EV-miRNA in GVC, and whether they may be used to distinguish between placental and maternal pathologies. Methods: Blood samples were obtained from 15 non-pregnant (NP), 18 healthy-pregnant (HP), and 23 women with GVC during the third trimester. Placental sections were obtained after caesarian section. Platelet-poor-plasma (PPP) and EV pellets were characterized: EV size/concentration, protein content and miRNA expression were measured by nanoparticle tracking analysis, western blot, nano-string technology and RT-PCR. The effects of EVs on trophoblasts and EC miRNA expression were evaluated. Results: Higher EVs concentrations were observed in HP-PPP and GVC-PPP (p < 0.0001) compared to the NP-PPP. The concentration of large EVs (>100 nm) was higher in PPP and EV pellets of HP and GVC compared to the NP group. EV pellets of pregnant women demonstrated lower expression of exosomal markers CD63/CD81 compared to NP-EVs. GVC-EVs expressed more human placental lactogen (hPL) hormone than HP-EVs, reflecting their placental origin. Screening of miRNAs in EV pellets and in PPP identified certain miRNAs that were highly expressed only in EVs pellets of the HP (13%) and GVC groups (15%), but not in the NP group. Differences were detected in the expression of hsa-miR-16-5p, hsa-miR-210, and hsa-miR-29b-3p. The expression of hsa-miR-16-5p and hsa-miR-210 was low in EV pellets obtained from NP, higher in HP-EVs, and significantly lower in GVC-EVs. Except for hsa-miR-29b-3p, which was upregulated in GVC, no significant differences were found in the levels of other miRNAs in placental sections. Exposure to GVC-EVs resulted in higher expression of hsa-miR-29b-3p compared to cells exposed to HP-EVs in villous trophoblasts, but not in EC. Conclusion: Expression of hsa-miR-16-5p and hsa-miR-210 reflects maternal pathophysiological status, while hsa-miR-29b-3p reflects placental status. These findings suggest that EV-miRNA are involved in GVC, and that they may be used to distinguish between pathologies of placental and maternal origins in preeclampsia.
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Affiliation(s)
- Anat Aharon
- Hematology Research Laboratory, Department of Hematology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,The Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,The Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel.,Department of Hematology, Rambam Healthcare Campus, Haifa, Israel
| | | | - Rawan Sayed Ahmad
- Hematology Research Laboratory, Department of Hematology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Ayelet Dangot
- Hematology Research Laboratory, Department of Hematology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Tali Hana Bar-Lev
- Hematology Research Laboratory, Department of Hematology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Benjamin Brenner
- The Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel.,Department of Hematology, Rambam Healthcare Campus, Haifa, Israel
| | - Adi Halberthal Cohen
- Department of Obstetrics and Gynecology, Rambam Healthcare Campus, Haifa, Israel
| | - Chen Ben David
- Department of Obstetrics and Gynecology, Rambam Healthcare Campus, Haifa, Israel
| | - Zeev Weiner
- The Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel.,Department of Obstetrics and Gynecology, Rambam Healthcare Campus, Haifa, Israel
| | - Ido Solt
- The Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel.,Department of Obstetrics and Gynecology, Rambam Healthcare Campus, Haifa, Israel
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8
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MicroRNAs as a possible biomarker in the treatment of multiple sclerosis. IBRO Neurosci Rep 2022; 13:492-499. [DOI: 10.1016/j.ibneur.2022.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 10/11/2022] [Accepted: 11/05/2022] [Indexed: 11/09/2022] Open
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9
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Mohamed AA, Allam AE, Aref AM, Mahmoud MO, Eldesoky NA, Fawazy N, Sakr Y, Sobeih ME, Albogami S, Fayad E, Althobaiti F, Jafri I, Alsharif G, El-Sayed M, Abdelgeliel AS, Abdel Aziz RS. Evaluation of Expressed MicroRNAs as Prospective Biomarkers for Detection of Breast Cancer. Diagnostics (Basel) 2022; 12:diagnostics12040789. [PMID: 35453838 PMCID: PMC9026478 DOI: 10.3390/diagnostics12040789] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 03/16/2022] [Accepted: 03/19/2022] [Indexed: 02/05/2023] Open
Abstract
Background: Early detection and screening of breast cancer (BC) might help improve the prognosis of BC patients. This study evaluated the use of serum microRNAs (miRs) as non-invasive biomarkers in BC patients. Methods: Using quantitative real-time polymerase chain reaction, we evaluated the serum expression of four candidate miRs (miR-155, miR-373, miR-10b, and miR-34a) in 99 Egyptian BC patients and 40 healthy subjects (as a control). The miRs expression was correlated with clinicopathological data. In addition, the sensitivity and specificity of the miRs were determined using receiver operating characteristic (ROC) curve analysis. Results: Serum miR-155, miR-373, and miR-10b expression were significantly upregulated (p < 0.001), while serum miR-34a was downregulated (p < 0.00) in nonmetastatic (M0) BC patients compared to the control group. In addition, serum miR-155 and miR-10b were upregulated in BC patients with large tumor sizes and extensive nodal involvement (p < 0.001). ROC curve analysis showed high diagnostic accuracy (area under the curve = 1.0) when the four miRs were combined. Serum miR-373 was significantly upregulated in the human epidermal growth factor 2−negative (p < 0.001), estrogen receptor−positive (p < 0.005), and progesterone receptor (PR)-positive (p < 0.024) in BC patients, and serum miR-155 was significantly upregulated in PR-negative (p < 0.001) BC patients while both serum miR-155 and miR-373 were positively correlated with the tumor grade. Conclusions: Circulating serum miR-155, miR-373, miR-10b, and miR-34a are potential biomarkers for early BC detection in Egyptian patients and their combination shows high sensitivity and specificity.
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Affiliation(s)
- Amal Ahmed Mohamed
- Department of Biochemistry and Molecular Biology, National Hepatology and Tropical Medicine Research Institute, Cairo 11511, Egypt;
| | - Ahmed E. Allam
- Department of Pharmacognosy, Faculty of Pharmacy, Al-Azhar University, Assiut 71524, Egypt
- Correspondence: (A.E.A.); (M.E.-S.)
| | - Ahmed M. Aref
- Faculty of Biotechnology, Modern Sciences and Arts University (MSA), Cairo 11511, Egypt;
| | - Maha Osama Mahmoud
- Department of Biochemistry, Faculty of Pharmacy, Egyptian Russian University, Cairo 11511, Egypt;
| | - Noha A. Eldesoky
- Department of Biochemistry and Molecular Biology, Faculty of Pharmacy for Girls, Al-Azhar University, Cairo 11511, Egypt;
| | - Naglaa Fawazy
- Department of Clinical Pathology, National Institute of Diabetes & Endocrinology, Cairo 11511, Egypt; (N.F.); (Y.S.)
| | - Yasser Sakr
- Department of Clinical Pathology, National Institute of Diabetes & Endocrinology, Cairo 11511, Egypt; (N.F.); (Y.S.)
| | | | - Sarah Albogami
- Department of Biotechnology, College of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (S.A.); (E.F.); (F.A.); (I.J.)
| | - Eman Fayad
- Department of Biotechnology, College of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (S.A.); (E.F.); (F.A.); (I.J.)
| | - Fayez Althobaiti
- Department of Biotechnology, College of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (S.A.); (E.F.); (F.A.); (I.J.)
| | - Ibrahim Jafri
- Department of Biotechnology, College of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (S.A.); (E.F.); (F.A.); (I.J.)
| | - Ghadi Alsharif
- College of Clinical Laboratory Sciences, King Saud bin Abdulaziz University for Health Sciences, Jeddah 21423, Saudi Arabia;
| | - Marwa El-Sayed
- Department of Microbiology and Immunology, Faculty of Medicine, South Valley University, Qena 83523, Egypt
- Correspondence: (A.E.A.); (M.E.-S.)
| | - Asmaa Sayed Abdelgeliel
- Department of Botany & Microbiology, Faculty of Science, South Valley University, Qena 83523, Egypt;
| | - Rania S. Abdel Aziz
- Department of Clinical Pathology, National Cancer Institute, Cairo University, Cairo 11976, Egypt;
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10
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Hannan NJ, Cohen PA, Beard S, Bilic S, Zhang B, Tong S, Whitehead C, Hui L. Transcriptomic analysis of patient plasma reveals circulating miR200c as a potential biomarker for high-grade serous ovarian cancer. Gynecol Oncol Rep 2022; 39:100894. [PMID: 35005155 PMCID: PMC8717717 DOI: 10.1016/j.gore.2021.100894] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/15/2021] [Accepted: 11/17/2021] [Indexed: 12/24/2022] Open
Abstract
Background High-grade serous tubo-ovarian cancer (HGSC) is the most common histological subtype of epithelial ovarian cancer, and highly lethal. Currently there is no effective screening test and prognosis is poor as the majority of cases are diagnosed at the advanced stage. Cell free RNAs including microRNAs (miRNAs) are dysregulated in ovarian cancer tissue and are detectable in the circulation. This study aimed to determine whether circulating cell free miRNAs may be potential biomarkers for the detection of HGSC. Methods Plasma was collected from women with HGSC (Grade 3, n = 24), and benign ovarian masses (n = 24). RNA was extracted from patient plasma and subjected to miRNA targeted next generation sequencing (NGS). A subsequent validation cohort was assessed using plasma collected from women with HGSC (n = 14) and controls (with a benign ovarian mass; n = 15). RNA was extracted and assessed using quantitative RT-PCR. Results Differential gene expression (DGE) of the NGS data revealed a significant increase in the miRNA, miR200c, in the circulation of women with HGSC (p less than 0.05) compared to controls. In the validation cohort miR200c expression by qPCR was found to also be increased in the circulation of women with HGSC compared to controls (p = 0.0023). Conclusions Circulating miR200c may be a promising candidate biomarker for the detection of HGSC. Further larger cohort studies exploring earlier stages are needed to determine whether circulating miR200c may be a sensitive and specific biomarker of tubo-ovarian cancer.
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Affiliation(s)
- Natalie J Hannan
- Therapeutics Discovery and Vascular Function Group, University of Melbourne, Heidelberg, Victoria, Australia.,Translational Obstetrics Group, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Department of Obstetrics and Gynaecology, Northern Health, Epping, Victoria Australia.,Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
| | - Paul A Cohen
- Division of Obstetrics and Gynaecology, Faculty of Medical and Health Sciences, University of Western Australia, Crawley, Western Australia, Australia.,Department of Gynaecological Oncology, Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia, Australia
| | - Sally Beard
- Therapeutics Discovery and Vascular Function Group, University of Melbourne, Heidelberg, Victoria, Australia.,Translational Obstetrics Group, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Department of Obstetrics and Gynaecology, Northern Health, Epping, Victoria Australia
| | - Sanela Bilic
- Department of Gynaecological Oncology, Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia, Australia
| | - Bonnie Zhang
- Department of Gynaecological Oncology, Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia, Australia
| | - Stephen Tong
- Translational Obstetrics Group, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
| | - Clare Whitehead
- Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia
| | - Lisa Hui
- Department of Obstetrics and Gynaecology, University of Melbourne, Victoria Australia.,Department of Obstetrics and Gynaecology, Northern Health, Epping, Victoria Australia.,Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia.,Reproductive Epidemiology Group, Murdoch Children's Research Institute, Parkville, Victoria Australia
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11
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Transient Hyperglycemia and Hypoxia Induce Memory Effects in AngiomiR Expression Profiles of Feto-Placental Endothelial Cells. Int J Mol Sci 2021; 22:ijms222413378. [PMID: 34948175 PMCID: PMC8705946 DOI: 10.3390/ijms222413378] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 11/30/2021] [Accepted: 12/03/2021] [Indexed: 12/15/2022] Open
Abstract
Gestational diabetes (GDM) and preeclampsia (PE) are associated with fetal hyperglycemia, fetal hypoxia, or both. These adverse conditions may compromise fetal and placental endothelial cells. In fact, GDM and PE affect feto-placental endothelial function and also program endothelial function and cardiovascular disease risk of the offspring in the long-term. MicroRNAs are short, non-coding RNAs that regulate protein translation and fine tune biological processes. A group of microRNAs termed angiomiRs is particularly involved in the regulation of endothelial function. We hypothesized that transient hyperglycemia and hypoxia may alter angiomiR expression in feto-placental endothelial cells (fpEC). Thus, we isolated primary fpEC after normal, uncomplicated pregnancy, and induced hyperglycemia (25 mM) and hypoxia (6.5%) for 72 h, followed by reversal to normal conditions for another 72 h. Current vs. transient effects on angiomiR profiles were analyzed by RT-qPCR and subjected to miRNA pathway analyses using DIANA miRPath, MIENTURNET and miRPathDB. Both current and transient hypoxia affected angiomiR profile stronger than current and transient hyperglycemia. Both stimuli altered more angiomiRs transiently, i.e., followed by 72 h culture at control conditions. Pathway analysis revealed that hypoxia significantly altered the pathway ‘Proteoglycans in cancer’. Transient hypoxia specifically affected miRNAs related to ‘adherens junction’. Our data reveal that hyperglycemia and hypoxia induce memory effects on angiomiR expression in fpEC. Such memory effects may contribute to long-term adaption and maladaption to hyperglycemia and hypoxia.
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12
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Song Q, Dou L, Zhang W, Peng Y, Huang M, Wang M. Public transcriptome database-based selection and validation of reliable reference genes for breast cancer research. Biomed Eng Online 2021; 20:124. [PMID: 34895237 PMCID: PMC8665499 DOI: 10.1186/s12938-021-00963-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 11/21/2021] [Indexed: 11/21/2022] Open
Abstract
Background Quantitative reverse transcription-polymerase chain reaction (qRT-PCR) is the most sensitive technique for evaluating gene expression levels. Choosing appropriate reference genes (RGs) is critical for normalizing and evaluating changes in the expression of target genes. However, uniform and reliable RGs for breast cancer research have not been identified, limiting the value of target gene expression studies. Here, we aimed to identify reliable and accurate RGs for breast cancer tissues and cell lines using the RNA-seq dataset. Methods First, we compiled the transcriptome profiling data from the TCGA database involving 1217 samples to identify novel RGs. Next, ten genes with relatively stable expression levels were chosen as novel candidate RGs, together with six conventional RGs. To determine and validate the optimal RGs we performed qRT-PCR experiments on 87 samples from 11 types of surgically excised breast tumor specimens (n = 66) and seven breast cancer cell lines (n = 21). Five publicly available algorithms (geNorm, NormFinder, ΔCt method, BestKeeper, and ComprFinder) were used to assess the expression stability of each RG across all breast cancer tissues and cell lines. Results Our results show that RG combinations SF1 + TRA2B + THRAP3 and THRAP3 + RHOA + QRICH1 showed stable expression in breast cancer tissues and cell lines, respectively, and that they displayed good interchangeability. We propose that these combinations are optimal triplet RGs for breast cancer research. Conclusions In summary, we identified novel and reliable RG combinations for breast cancer research based on a public RNA-seq dataset. Our results lay a solid foundation for the accurate normalization of qRT-PCR results across different breast cancer tissues and cells. Supplementary Information The online version contains supplementary material available at 10.1186/s12938-021-00963-8.
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Affiliation(s)
- Qiang Song
- Department of Central Laboratory, Chongqing University Three Gorges Hospital, School of Medicine, Chongqing University, Chongqing, 404000, China
| | - Lu Dou
- Department of Central Laboratory, Chongqing University Three Gorges Hospital, School of Medicine, Chongqing University, Chongqing, 404000, China
| | - Wenjin Zhang
- Department of Central Laboratory, Chongqing University Three Gorges Hospital, School of Medicine, Chongqing University, Chongqing, 404000, China
| | - Yang Peng
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Man Huang
- Department of Breast Surgery, Chongqing University Three Gorges Hospital, No.165, Xin Cheng Lu, Wanzhou, Chongqing, 404000, China.
| | - Mengyuan Wang
- Department of Breast Surgery, Chongqing University Three Gorges Hospital, No.165, Xin Cheng Lu, Wanzhou, Chongqing, 404000, China.
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13
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Endothelial-Derived Extracellular Vesicles Induce Cerebrovascular Dysfunction in Inflammation. Pharmaceutics 2021; 13:pharmaceutics13091525. [PMID: 34575601 PMCID: PMC8472224 DOI: 10.3390/pharmaceutics13091525] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/03/2021] [Accepted: 09/07/2021] [Indexed: 12/20/2022] Open
Abstract
Blood-brain barrier (BBB) dysfunction is a key hallmark in the pathology of many neuroinflammatory disorders. Extracellular vesicles (EVs) are lipid membrane-enclosed carriers of molecular cargo that are involved in cell-to-cell communication. Circulating endothelial EVs are increased in the plasma of patients with neurological disorders, and immune cell-derived EVs are known to modulate cerebrovascular functions. However, little is known about whether brain endothelial cell (BEC)-derived EVs themselves contribute to BBB dysfunction. Human cerebral microvascular cells (hCMEC/D3) were treated with TNFα and IFNy, and the EVs were isolated and characterised. The effect of EVs on BBB transendothelial resistance (TEER) and leukocyte adhesion in hCMEC/D3 cells was measured by electric substrate cell-substrate impedance sensing and the flow-based T-cell adhesion assay. EV-induced molecular changes in recipient hCMEC/D3 cells were analysed by RT-qPCR and Western blotting. A stimulation of naïve hCMEC/D3 cells with small EVs (sEVs) reduced the TEER and increased the shear-resistant T-cell adhesion. The levels of microRNA-155, VCAM1 and ICAM1 were increased in sEV-treated hCMEC/D3 cells. Blocking the expression of VCAM1, but not of ICAM1, prevented sEV-mediated T-cell adhesion to brain endothelia. These results suggest that sEVs derived from inflamed BECs promote cerebrovascular dysfunction. These findings may provide new insights into the mechanisms involving neuroinflammatory disorders.
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14
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Thu HNN, Vy HTN, Thanh TNN, Giang DTN, Nhan TN, Hoang NP, Hue TN. miRNA-16 as an Internal Control in Breast Cancer Studies: A Systematic Review and Meta-Analysis. Mol Biol 2021. [DOI: 10.1134/s0026893321050137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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15
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Giordano R, Petersen KK, Andersen HH, Lichota J, Valeriani M, Simonsen O, Arendt-Nielsen L. Preoperative serum circulating microRNAs as potential biomarkers for chronic postoperative pain after total knee replacement. Mol Pain 2021; 16:1744806920962925. [PMID: 33021154 PMCID: PMC7543153 DOI: 10.1177/1744806920962925] [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] [Indexed: 02/06/2023] Open
Abstract
Background Chronic postoperative pain affects approximately 20% of patients with knee
osteoarthritis after total knee replacement. Circulating microRNAs can be
found in serum and might act as biomarkers in a variety of diseases. The
current study aimed to investigate the preoperative expression of
circulating microRNAs as potential predictive biomarkers for the development
of chronic postoperative pain in the year following total knee
replacement. Methods Serum samples, collected preoperatively from 136 knee osteoarthritis
patients, were analyzed for 21 circulatory microRNAs. Pain intensity was
assessed using a visual analog scale before and one year after total knee
replacement. Patients were divided into a low-pain relief group (pain relief
percentage <30%) and a high-pain relief group (pain relief percentage
>30%) based on their pain relief one year after total knee replacement,
and differences in microRNAs expression were analyzed between the two
groups. Results We found that three microRNAs were preoperatively dysregulated in serum in
the low-pain relief group compared with the high-pain relief group.
MicroRNAs hsa-miR-146a-5p, -145-5p, and -130 b-3p exhibited fold changes of
1.50, 1.55, and 1.61, respectively, between the groups (all P
values < 0.05). Hsa-miR-146a-5p and preoperative pain intensity
correlated positively with postoperative pain relief (respectively,
R = 0.300, P = 0.006; R = 0.500, P < 0.001). Discussion This study showed that patients with a low postoperative pain relief present
a dysregulation of circulating microRNAs. Altered circulatory microRNAs
expression correlated with postoperative pain relief, indicating that
microRNAs can serve as predictive biomarkers of pain outcome after surgery
and hence may foster new strategies for preventing chronic postoperative
pain after total knee replacement (TKR).
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Affiliation(s)
- Rocco Giordano
- Center for Neuroplasticity and Pain, SMI, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Kristian Kjær Petersen
- Center for Neuroplasticity and Pain, SMI, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark.,Center for Sensory-Motor Interaction, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Hjalte Holm Andersen
- Center for Sensory-Motor Interaction, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Jacek Lichota
- Laboratory of Metabolism Modifying Medicine, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Massimiliano Valeriani
- Center for Sensory-Motor Interaction, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark.,Child Neurology Unit, Department of Neuroscience and Neurorehabilitation, Headache Center, Bambino Gesù Children's Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy
| | - Ole Simonsen
- Orthopedic Surgery Research Unit, Aalborg University Hospital, Aalborg, Denmark
| | - Lars Arendt-Nielsen
- Center for Sensory-Motor Interaction, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
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16
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Zhou G, Zeng Y, Luo Y, Guo S, Bao L, Zhang Q. Urine miR-93-5p is a promising biomarker for early detection of HBV-related hepatocellular carcinoma. Eur J Surg Oncol 2021; 48:95-102. [PMID: 34175168 DOI: 10.1016/j.ejso.2021.06.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 05/19/2021] [Accepted: 06/09/2021] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION The mortality rate of hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC)continues to increase because sensitive, early and readily available diagnostic tools are lacking. To address this problem, we aimed to identify diagnosticbio markers to be used for early detection of HCC. MATERIALS AND METHODS miR-93-5p was selected as a candidate biomarker based on the analyses of relevant Gene Expression Omnibus (GEO) datasets; it was validated using qPCR to quantify its expression levels in tissue, plasma and saliva sample sets. RESULTS miR-93-5p was significantly upregulated in HBV-related HCC tissue. Notably, miR-93-5p in plasma and urine was also significantly increased in patients with early HBV-related HCC. The expression of miR-93-5p was significantly and positively correlated in pairwise comparisons of samples (tissue vs. plasma, tissue vs. urine, plasma vs. urine). Moreover, after curative hepatectomy,miR-93-5p in plasma and urine decreased significantly over one month after the curative hepatectomy and returned to normal levels. Furthermore, receiver operating characteristic (ROC) analysis indicated that both plasma and urine miR-39-5p could detect be used to early, advanced and overall HBV-related HCC cases with more than 85% sensitivities and 93% of specificities. Finally, urine miR-93-5p could be used to predict progress-free survival for early HCC patients who received curative hepatectomy and overall survival for advanced HCC patients without curative treatments. CONCLUSIONS Plasma and urine miR-93-5p show great promise as potential novel biomarkers for early detection of HBV-related HCC. Moreover, urine miR-93-5p could be used to predict the prognosis of patients with HBV-related HCC.
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Affiliation(s)
- Guanlin Zhou
- Department of Hepatology, The Fifth People's Hospital of Ganzhou, Ganzhou, 341000, China.
| | - Yijun Zeng
- Department of Hepatology, The Fifth People's Hospital of Ganzhou, Ganzhou, 341000, China.
| | - Yingmin Luo
- Department of Hepatology, The Fifth People's Hospital of Ganzhou, Ganzhou, 341000, China.
| | - Sheng Guo
- Department of Hepatology, The Fifth People's Hospital of Ganzhou, Ganzhou, 341000, China.
| | - Longyuan Bao
- Department of Hepatology, The Fifth People's Hospital of Ganzhou, Ganzhou, 341000, China.
| | - Qiong Zhang
- Department of Emergency Medicine, The First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China.
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17
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Ahmed SH, Espinoza-Sánchez NA, El-Damen A, Fahim SA, Badawy MA, Greve B, El-Shinawi M, Götte M, Ibrahim SA. Small extracellular vesicle-encapsulated miR-181b-5p, miR-222-3p and let-7a-5p: Next generation plasma biopsy-based diagnostic biomarkers for inflammatory breast cancer. PLoS One 2021; 16:e0250642. [PMID: 33901254 PMCID: PMC8075236 DOI: 10.1371/journal.pone.0250642] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 04/08/2021] [Indexed: 12/12/2022] Open
Abstract
Inflammatory breast cancer (IBC) is a rare, but aggressive entity of breast carcinoma with rapid dermal lymphatic invasion in young females. It is either poorly or misdiagnosed as mastitis because of the absence of a distinct lump. Small extracellular vesicles (sEVs) circulating in liquid biopsies are a novel class of minimally invasive diagnostic alternative to invasive tissue biopsies. They modulate cancer progression via shuttling their encapsulated cargo including microRNAs (miRNAs) into recipient cells to either trigger signaling or induce malignant transformation of targeted cells. Plasma sEVs < 200 nm were isolated using a modified cost-effective polyethylene glycol (PEG)-based precipitation method and compared to standard methods, namely ultracentrifugation and a commercial kit, where the successful isolation was verified by different approaches. We evaluated the expression levels of selected sEV-derived miR-181b-5p, miR-222-3p and let-7a-5p using quantitative real PCR (qPCR). Relative to non-IBC, our qPCR data showed that sEV-derived miR-181b-5p and miR-222-3p were significantly upregulated, whereas let-7a-5p was downregulated in IBC patients. Interestingly, receiver operating characteristic (ROC) curves analysis revealed that diagnostic accuracy of let-7a-5p alone was the highest for IBC with an area under curve (AUC) value of 0.9188, and when combined with miR-222-3p the AUC was improved to 0.973. Further, 38 hub genes were identified using bioinformatics analysis. Together, circulating sEV-derived miR-181b-5p, miR-222-3p and let-7a-5p serve as promising non-invasive diagnostic biomarkers for IBC.
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Affiliation(s)
- Sarah Hamdy Ahmed
- Biotechnology/Biomolecular Chemistry Program, Chemistry Department, Faculty of Science, Cairo University, Giza, Egypt
| | - Nancy A Espinoza-Sánchez
- Department of Gynecology and Obstetrics, Münster University Hospital, Münster, Germany.,Department of Radiotherapy-Radiooncology, University Hospital Münster, Münster, Germany
| | - Ahmed El-Damen
- Department of Zoology, Faculty of Science, Cairo University, Giza, Egypt
| | - Sarah Atef Fahim
- Biochemistry Program, Chemistry Department, Faculty of Science, Cairo University, Giza, Egypt
| | - Mohamed A Badawy
- Chemistry Department, Faculty of Science, Cairo University, Giza, Egypt
| | - Burkhard Greve
- Department of Radiotherapy-Radiooncology, University Hospital Münster, Münster, Germany
| | - Mohamed El-Shinawi
- Galala University, Suez, Egypt.,Department of General Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Martin Götte
- Department of Gynecology and Obstetrics, Münster University Hospital, Münster, Germany
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18
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Rajendiran S, Maji S, Haddad A, Lotan Y, Nandy RR, Vishwanatha JK, Chaudhary P. MicroRNA-940 as a Potential Serum Biomarker for Prostate Cancer. Front Oncol 2021; 11:628094. [PMID: 33816263 PMCID: PMC8017318 DOI: 10.3389/fonc.2021.628094] [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: 11/11/2020] [Accepted: 02/23/2021] [Indexed: 12/22/2022] Open
Abstract
Prostate cancer is one of the leading causes of death despite an astoundingly high survival rate for localized tumors. Though prostate specific antigen (PSA) test, performed in conjunction with digital rectal examinations, is reasonably accurate, there are major caveats requiring a thorough assessment of risks and benefits prior to conducting the test. MicroRNAs, a class of small non-coding RNAs, are stable molecules that can be detected in circulation by non-invasive methods and have gained importance in cancer prognosis and diagnosis in the recent years. Here, we investigate circulating miR-940, a miRNA known to play a role in prostate cancer progression, in both cell culture supernatants as well as patient serum and urine samples to determine the utility of miR-940 as a new molecular marker for prostate cancer detection. We found that miR-940 was significantly higher in serum from cancer patients, specifically those with clinically significant tumors (GS ≥ 7). Analysis of receiver operating characteristic curve demonstrated that miR-940 in combination with PSA had a higher area under curve value (AUC: 0.818) than the miR-940 alone (AUC: 0.75) for the diagnosis of prostate cancer. This study provides promising results suggesting the use of miR-940 for prostate cancer diagnosis.
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Affiliation(s)
- Smrithi Rajendiran
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Sayantan Maji
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Ahmed Haddad
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Yair Lotan
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Rajesh R Nandy
- School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Jamboor K Vishwanatha
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States.,Texas Center for Health Disparities, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Pankaj Chaudhary
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States.,Texas Center for Health Disparities, University of North Texas Health Science Center, Fort Worth, TX, United States
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19
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MiR-26a-5p as a Reference to Normalize MicroRNA qRT-PCR Levels in Plasma Exosomes of Pediatric Hematological Malignancies. Cells 2021; 10:cells10010101. [PMID: 33429910 PMCID: PMC7827902 DOI: 10.3390/cells10010101] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 12/30/2020] [Accepted: 01/04/2021] [Indexed: 12/21/2022] Open
Abstract
Plasma exosomal microRNAs (miRNAs) are considered as valid circulating biomarkers for cancer diagnosis and prognosis. Quantitative real-time polymerase chain reaction (qRT-PCR), the most commonly used technique to assess circulating miRNA levels, requires a normalization step involving uniformly expressed endogenous miRNAs. However, there is still no consensus on reference miRNAs for plasma exosomal miRNA abundance normalization. In this study, we identified a panel of miRNAs with stable abundance by analyzing public plasma exosome RNA-seq data and selected miR-486-5p, miR-26a-5p, miR-423-5p and miR191-5p as candidate normalizers. Next, we tested the abundance variation of these miRNAs by qRT-PCR in plasma exosomes of healthy donors and pediatric patients with anaplastic large cell lymphoma, Burkitt lymphoma, Hodgkin lymphoma and mature B-cell acute lymphoblastic leukemia. MiR-486-5p and miR-26a-5p showed the most stable levels, both between healthy controls and patients and among the malignancies analyzed. In light of previous reports on miRNA stability in different exosome isolation methods, our data indicated that miR-26a-5p is a bona fide reference miRNA for qRT-PCR normalization to evaluate miRNA abundance from circulating plasma exosomes in studies of hematological malignancies.
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20
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Nekouian R, Sanjabi F, Akbari A, Mirzaei R, Fattahi A. Plasma miR-183-5p in colorectal cancer patients as potential predictive lymph node metastasis marker. J Cancer Res Ther 2021; 18:921-926. [DOI: 10.4103/jcrt.jcrt_174_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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21
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Pathway Analysis of Selected Circulating miRNAs in Plasma of Breast Cancer Patients: A Preliminary Study. Int J Mol Sci 2020; 21:ijms21197288. [PMID: 33023154 PMCID: PMC7583045 DOI: 10.3390/ijms21197288] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 09/25/2020] [Accepted: 09/29/2020] [Indexed: 12/14/2022] Open
Abstract
MicroRNAs in the circulation of breast cancer (BC) patients have great potential for the early diagnosis, treatment and monitoring of breast cancer. The aim of this preliminary study was to obtain the expression profile of selected miRNAs in the plasma of BC patients that could discriminate BC patients from healthy volunteers and may be useful in early detection of BC. Significantly deregulated miRNAs were evaluated by pathway analysis with the prediction of potential miRNA targets. The study enrolled plasma samples from 65 BC patients and 34 healthy volunteers. Selected miRNAs were screened in pilot testing by the real-time PCR (qPCR) method, and the most appropriate reference genes were selected for normalisation by the geNorm algorithm. In the final testing, we detected miR-99a, miR-130a, miR-484 and miR-1260a (p < 0.05) as significantly up-regulated in the plasma of BC patients. Kyoto Encyclopaedia of Genes and Genomes (KEGG) pathway analysis revealed that all significantly deregulated miRNAs are involved in the Hippo and Transforming Growth Factor-beta (TGF-beta) signalling pathways. Our study confirmed a different profile of selected circulating miRNAs in the plasma of BC patients with an emphasis on some critical points in the analysis process.
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22
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Alshawli AS, Wurdak H, Wood IC, Ladbury JE. Histone deacetylase inhibitors induce medulloblastoma cell death independent of HDACs recruited in REST repression complexes. Mol Genet Genomic Med 2020; 8:e1429. [PMID: 32720471 PMCID: PMC7549561 DOI: 10.1002/mgg3.1429] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 06/05/2020] [Accepted: 07/02/2020] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Repressor element 1-silencing transcription factor (REST) acts as a transcriptional repressor by recruiting several chromatin modifiers, including histone deacetylase (HDAC). Elevated REST expression in medulloblastoma has been associated with tumor progression nevertheless, the tumor shows high sensitivity to HDAC inhibitors (HDACi). However, the functional implications of REST and its requirement for HDACi-induced anti-cancer effects are not well understood. METHODS In this study, the expression of REST was evaluated across the medulloblastoma subgroups and subtypes using published gene expression data. Further, the expression of REST was modulated using the CRISPR/Cas9 knockout and shRNA knockdown in the Daoy medulloblastoma cell line. RESULTS The results of this study showed that the expression of REST is elevated in most medulloblastoma subgroups compared to the non-cancerous cerebellum. Blocking of REST expression resulted in increasing the expression of REST-regulated genes, a moderate decrease in the fraction of the cells in the S-phase, and reducing the cells' migration ability. However, REST deficiency did not lead to a marked decrease in the Daoy cell viability and sensitivity to HDACi. CONCLUSION The findings of this study indicate that REST is not essential for sustaining the proliferation/viability of the Daoy cells. It also revealed that the anti-proliferative effect of HDACi is independent of REST expression.
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Affiliation(s)
- Abdulelah S. Alshawli
- School of Biomedical SciencesFaculty of Biological SciencesUniversity of LeedsLeedsUK
| | - Heiko Wurdak
- Leeds Institute of Cancer and PathologyUniversity of LeedsSt James's University HospitalLeedsUK
| | - Ian C. Wood
- School of Biomedical SciencesFaculty of Biological SciencesUniversity of LeedsLeedsUK
| | - John E. Ladbury
- School of Molecular and Cellular BiologyFaculty of Biological SciencesUniversity of LeedsLeedsUK
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23
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Ritter A, Hirschfeld M, Berner K, Jaeger M, Grundner-Culemann F, Schlosser P, Asberger J, Weiss D, Noethling C, Mayer S, Erbes T. Discovery of potential serum and urine-based microRNA as minimally-invasive biomarkers for breast and gynecological cancer. Cancer Biomark 2020; 27:225-242. [PMID: 32083575 DOI: 10.3233/cbm-190575] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Deregulated microRNAs (miRNAs) in breast and gynecological cancer might contribute to improve early detection of female malignancies. OBJECTIVE Specification of miRNA types in serum and urine as minimally-invasive biomarkers for breast (BC), endometrial (EC) and ovarian cancer (OC). METHODS In a discovery phase, serum and urine samples from 17 BC, five EC and five OC patients vs. ten healthy controls (CTRL) were analyzed with Agilent human miRNA microarray chip. Selected miRNA types were further investigated by RT-qPCR in serum (31 BC, 13 EC, 15 OC patients, 32 CTRL) and urine (25 BC, 10 EC, 10 OC patients, 30 CTRL) applying two-sample t-tests. RESULTS Several miRNA biomarker candidates exhibited diagnostic features due to distinctive expression levels (serum: 26; urine: 22). Among these, miR-518b, -4719 and -6757-3p were found specifically deregulated in BC serum. Four, non-entity-specific, novel biomarker candidates with unknown functional roles were identified in urine (miR-3973; -4426; -5089-5p and -6841). RT-qPCR identified miR-484/-23a (all p⩽ 0.001) in serum as potential diagnostic markers for EC and OC while miR-23a may also serve as an endogenous control in BC diagnosis. CONCLUSIONS Promising miRNAs as liquid biopsy-based tools in the detection of BC, EC and OC qualified for external validation in larger cohorts.
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Affiliation(s)
- Andrea Ritter
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marc Hirschfeld
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Institute of Veterinary Medicine, Georg-August-University Goettingen, Goettingen, Germany
| | - Kai Berner
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Markus Jaeger
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Franziska Grundner-Culemann
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Pascal Schlosser
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Jasmin Asberger
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Daniela Weiss
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Claudia Noethling
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sebastian Mayer
- Department of Gynecology and Obstetrics, Hospital Memmingen, Memmingen, Germany
| | - Thalia Erbes
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
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24
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Gareev I, Beylerli O, Yang G, Sun J, Pavlov V, Izmailov A, Shi H, Zhao S. The current state of MiRNAs as biomarkers and therapeutic tools. Clin Exp Med 2020; 20:349-359. [PMID: 32399814 DOI: 10.1007/s10238-020-00627-2] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 04/03/2020] [Indexed: 02/07/2023]
Abstract
MicroRNAs (miRNAs) are non-coding RNAs with a length of 18-22 nucleotides that regulate about a third of the human genome at the post-transcriptional level. MiRNAs are involved in almost all biological processes, including cell proliferation, apoptosis, and cell differentiation, but also play a key role in the pathogenesis of many diseases. Most miRNAs are expressed within the cells themselves. Due to various forms of transport from cells like exosomes, circulating miRNAs are stable and can be found in human body fluids, such as blood, saliva, cerebrospinal fluid, and urine. Circulating miRNAs are of great interest as potential noninvasive biomarkers for tumors, lipid disorders, diabetes mellitus, and cardiovascular diseases. However, the possibility of their use in the clinic is limited, and this is associated with a number of problems since currently there are significant differences between the procedures for processing samples, methods of analysis, and especially strategies for standardizing results. Moreover, miRNAs can represent not only potential biomarkers but also become new therapeutic agents and be used in modern clinical practice, which again confirms the need for their study.
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Affiliation(s)
- Ilgiz Gareev
- Bashkir State Medical University, Ufa, Republic of Bashkortostan, Russia
| | - Ozal Beylerli
- Bashkir State Medical University, Ufa, Republic of Bashkortostan, Russia
| | - Guang Yang
- Department of Neurosurgery, The First Affiliated Hospital of Harbin Medical University, Youzheng Street 23, Nangang District, Harbin, Heilongjiang Province, China, 150001.,Institute of Brain Science, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Jinxian Sun
- Department of Neurosurgery, The First Affiliated Hospital of Harbin Medical University, Youzheng Street 23, Nangang District, Harbin, Heilongjiang Province, China, 150001.,Institute of Brain Science, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Valentin Pavlov
- Bashkir State Medical University, Ufa, Republic of Bashkortostan, Russia
| | - Adel Izmailov
- Regional Clinical Oncology Center, Ufa, Republic of Bashkortostan, Russia
| | - Huaizhang Shi
- Department of Neurosurgery, The First Affiliated Hospital of Harbin Medical University, Youzheng Street 23, Nangang District, Harbin, Heilongjiang Province, China, 150001.,Institute of Brain Science, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Shiguang Zhao
- Department of Neurosurgery, The First Affiliated Hospital of Harbin Medical University, Youzheng Street 23, Nangang District, Harbin, Heilongjiang Province, China, 150001. .,Institute of Brain Science, Harbin Medical University, Harbin, Heilongjiang Province, China.
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25
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Shen Y, Qi L, Li Y, Zhang Y, Gao X, Zhu Y, Wang K. The Downregulation of lncRNA pgm5-as1 Inhibits the Proliferation and Metastasis Via Increasing miR-484 Expression in Colorectal Cancer. Cancer Biother Radiopharm 2020; 36:220-229. [PMID: 32354224 DOI: 10.1089/cbr.2019.3059] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background: Bioinformatics showed that long non-coding RNA (lncRNA) pgm5-as1 was regulated in patients with colorectal cancer (CRC), and miR-484 was also regulated in CRC. We aimed at determining the modulatory pathway of lncRNA pgm5-as1 in CRC cells, and whether miR-484 was involved in the pathway. Materials and Methods: The target gene of pgm5-as1 was predicted by bioinformatics and verified by dual luciferase assay. Transcription levels of pgm5-as1 and miR-484 were determined by quantitative real-time polymerase chain reaction. Viability, migration rate, invasion, and growth of SW480 and HCT116 cells were determined by Cell Counting Kit-8 (CCK-8), wound healing assay, transwell, and colony formation assay, respectively. Results: pgm5-as1 was upregulated in CRC tissues and cell lines; however, its downregulation contributed to the decreasing of cell viability, growth, migration, and invasion of SW480 and HCT116 cells. Moreover, miR-484 was predicted as the target of pgm5-as1, and the downregulation of pgm5-as1 partially restored the elevated cell viability, growth, migration, and invasion that were induced by the inhibition of miR-484 expression in SW480 and HCT116 cells. Conclusions: The loss of miR-484 expression in CRC might be involved in the promotion and metastasis of CRC, which may be caused by the overexpression of pgm5-as1. Hence, the downregulation of pgm5-as1 could be a therapeutic target in the prevention or intervention of CRC.
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Affiliation(s)
- Yang Shen
- Departments of General Surgery, Hubei Provinical Hospital of Integrated Chinese and Western Medicine, Wuhan, China
| | - Liping Qi
- Department of Gastroenterology, Wuhan Asia General Hospital, Wuhan, China
| | - Yu Li
- Laboratory of Wuhan Blood Center, Wuhan, China
| | - Youxian Zhang
- Departments of General Surgery, Hubei Provinical Hospital of Integrated Chinese and Western Medicine, Wuhan, China
| | - Xiaohui Gao
- Departments of General Surgery, Hubei Provinical Hospital of Integrated Chinese and Western Medicine, Wuhan, China
| | - Yixiang Zhu
- Departments of General Surgery, Hubei Provinical Hospital of Integrated Chinese and Western Medicine, Wuhan, China
| | - Kuanyu Wang
- Second Department of Surgery, First Affiliated Hospital, Heilongjiang Univeristy of Chinese Medicine, Harbin, China
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26
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Rai SN, Qian C, Pan J, McClain M, Eichenberger MR, McClain CJ, Galandiuk S. Statistical Issues and Group Classification in Plasma MicroRNA Studies With Data Application. Evol Bioinform Online 2020; 16:1176934320913338. [PMID: 32313420 PMCID: PMC7157974 DOI: 10.1177/1176934320913338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Accepted: 02/18/2020] [Indexed: 11/16/2022] Open
Abstract
The analysis of plasma microRNAs (miRNAs) has been widely used as a method for finding potential biomarkers for human diseases, especially those with a link to cancer. Methods of analyzing plasma miRNA have been thoroughly discussed from sample extraction to data modeling. However, some issues exist within the process that have rarely been talked about. Rice et al. discussed some issues in plasma miRNA studies, such as the lack of standard methodology including the use of different cycle threshold, time to plasma extraction, among others. These issues can lead to inconsistent data, and thus impact the result and assay reproducibility. Other external issues, such as batch effect and operator effect, may also indirectly impact the statistical analysis. Here, we discuss issues in plasma miRNA studies from a statistical point of view. The interaction effect of different ways of calculating fold-change, the choice of housekeeping genes, and methods of normalization are among the issues we discuss, with data demonstrations. P values are calculated and compared to determine the effect of those issues on statistical conclusions. Statistical methods such as analysis of variance and analysis of covariance are crucial in the analysis of miRNA but investigators are often confused about them; therefore, a brief explanation of these statistical methods is also included. In addition, 3-group classification is discussed, as it is often challenging, compared with 2-group classification.
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Affiliation(s)
- Shesh N Rai
- Biostatistics and Bioinformatics Facility, James Graham Brown Cancer Center, University of Louisville, Louisville, KY, USA.,Department of Bioinformatics & Biostatistics, University of Louisville, Louisville, KY, USA.,Alcohol Research Center, University of Louisville, Louisville, KY, USA.,Hepatobiology & Toxicology COBRE Center, University of Louisville, Louisville, KY, USA
| | - Chen Qian
- Biostatistics and Bioinformatics Facility, James Graham Brown Cancer Center, University of Louisville, Louisville, KY, USA.,Department of Bioinformatics & Biostatistics, University of Louisville, Louisville, KY, USA
| | - Jianmin Pan
- Biostatistics and Bioinformatics Facility, James Graham Brown Cancer Center, University of Louisville, Louisville, KY, USA
| | - Marion McClain
- Alcohol Research Center, University of Louisville, Louisville, KY, USA.,Hepatobiology & Toxicology COBRE Center, University of Louisville, Louisville, KY, USA.,Department of Medicine, University of Louisville, Louisville, KY, USA
| | - Maurice R Eichenberger
- Price Institute of Surgical Research, Hiram C. Polk Jr. M.D. Department of Surgery, School of Medicine, University of Louisville, Louisville, KY, USA
| | - Craig J McClain
- Alcohol Research Center, University of Louisville, Louisville, KY, USA.,Hepatobiology & Toxicology COBRE Center, University of Louisville, Louisville, KY, USA.,Department of Medicine, University of Louisville, Louisville, KY, USA.,Gastroenterology, Robley Rex Louisville VA Medical Center, Louisville, KY, USA
| | - Susan Galandiuk
- Price Institute of Surgical Research, Hiram C. Polk Jr. M.D. Department of Surgery, School of Medicine, University of Louisville, Louisville, KY, USA
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27
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Pagacz K, Kucharski P, Smyczynska U, Grabia S, Chowdhury D, Fendler W. A systemic approach to screening high-throughput RT-qPCR data for a suitable set of reference circulating miRNAs. BMC Genomics 2020; 21:111. [PMID: 32005151 PMCID: PMC6995162 DOI: 10.1186/s12864-020-6530-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 01/22/2020] [Indexed: 12/12/2022] Open
Abstract
Background The consensus on how to choose a reference gene for serum or plasma miRNA expression qPCR studies has not been reached and none of the potential candidates have yet been convincingly validated. We proposed a new in silico approach of finding a suitable reference for human, circulating miRNAs and identified a new set of endogenous reference miRNA based on miRNA profiling experiments from Gene Expression Omnibus. We used 3 known normalization algorithms (NormFinder, BestKeeper, GeNorm) to calculate a new normalization score. We searched for a universal set of endogenous miRNAs and validated our findings on 2 new datasets using our approach. Results We discovered and validated a set of 13 miRNAs (miR-222, miR-92a, miR-27a, miR-17, miR-24, miR-320a, miR-25, miR-126, miR-19b, miR-199a-3p, miR-30b, miR-30c, miR-374a) that can be used to create a reliable reference combination of 3 miRNAs. We showed that on average the mean of 3 miRNAs (p = 0.0002) and 2 miRNAs (p = 0.0031) were a better reference than single miRNA. The arithmetic means of 3 miRNAs: miR-24, miR-222 and miR-27a was shown to be the most stable combination of 3 miRNAs in validation sets. Conclusions No single miRNA was suitable as a universal reference in serum miRNA qPCR profiling, but it was possible to designate a set of miRNAs, which consistently contributed to most stable combinations.
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Affiliation(s)
- Konrad Pagacz
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland.,Postgraduate School of Molecular Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Przemyslaw Kucharski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland.,Institute of Applied Computer Science, Lodz University of Technology, Lodz, Poland
| | - Urszula Smyczynska
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Szymon Grabia
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland.,Institute of Applied Computer Science, Lodz University of Technology, Lodz, Poland
| | | | - Wojciech Fendler
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland. .,Dana-Farber Cancer Institute, Harvard Medical School, Boston, USA.
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28
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Duran-Sanchon S, Vila-Navarro E, Marcuello M, Lozano JJ, Muñoz J, Cubiella J, Diez MS, Bujanda L, Lanas A, Jover R, Hernández V, Quintero E, Herreros-Villanueva M, Martín AC, Pérez-Palacios R, Arroyo R, Castells A, Gironella M. Validation of miR-1228-3p as Housekeeping for MicroRNA Analysis in Liquid Biopsies from Colorectal Cancer Patients. Biomolecules 2019; 10:biom10010016. [PMID: 31877644 PMCID: PMC7022916 DOI: 10.3390/biom10010016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 12/16/2019] [Accepted: 12/18/2019] [Indexed: 12/21/2022] Open
Abstract
Background: Circulating microRNA (miRNA) analysis is a growing research field. However, it usually requires an endogenous control or housekeeping (HK) in order to normalize expression of specific miRNAs throughout different samples. Unfortunately, no adequate HK for circulating miRNA analysis is still known in the colorectal cancer (CRC) context whereas several have been suggested. Hence, our aims were to validate the previously suggested miR-1228-3p as HK for CRC studies, to compare its suitability with the widely used miR-16-5p, and to evaluate the influence of hemolysis on both miRNAs. Methods: We analyzed by quantitative reverse-transcription polymerase chain reaction (qRT-PCR) the expression of miR-1228-3p, miR-16-5p and the spike-in cel-miR-39 in a set of 297 plasmas (92 CRC, 101 advanced adenomas -AA-, and 100 controls) and 213 serum samples (59 CRC, 74 AA and 80 controls). We also analyzed both miRNAs depending on the hemolysis degree in 7 plasmas and 31 serums. Results: Levels of miR-1228-3p and miR-16-5p did not show significant differences between groups although miR-16-5p exhibited more variability in plasma and serum samples. Importantly, the combination of cel-miR-39 and miR-1228-3p was the most stable one. Moreover, we observed that miR-16-5p was significantly influenced by hemolysis in contrast with miR-1228-3p that exhibited no correlation with this confounding factor in both biofluids. Conclusion: MiR-1228-3p has been validated as an adequate endogenous control for circulating miRNA analysis in CRC and AA liquid biopsies.
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Affiliation(s)
- Saray Duran-Sanchon
- Gastrointestinal & Pancreatic Oncology Group, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD) /Hospital Clínic of Barcelona/Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, 08036 Barcelona, Catalonia, Spain
| | - Elena Vila-Navarro
- Gastrointestinal & Pancreatic Oncology Group, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD) /Hospital Clínic of Barcelona/Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, 08036 Barcelona, Catalonia, Spain
| | - Maria Marcuello
- Gastrointestinal & Pancreatic Oncology Group, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD) /Hospital Clínic of Barcelona/Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, 08036 Barcelona, Catalonia, Spain
| | - Juan José Lozano
- Bioinformatics Platform, CIBEREHD, 08036 Barcelona, Catalonia, Spain
| | - Jenifer Muñoz
- Gastrointestinal & Pancreatic Oncology Group, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD) /Hospital Clínic of Barcelona/Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, 08036 Barcelona, Catalonia, Spain
| | - Joaquín Cubiella
- Department of Gastroenterology, Complexo Hospitalario Universitario de Ourense, Instituto de Investigación Sanitaria Galicia Sur, CIBEREHD, 32005 Ourense, Spain
| | - Maria Soledad Diez
- Department of Gastroenterology, Hospital Universitario de Burgos, 09006 Burgos, Spain
| | - Luis Bujanda
- Department of Gastroenterology, Hospital Donostia/Instituto Biodonostia, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD). Universidad del País Vasco UPV/EHU, 20014 San Sebastián, Spain
| | - Angel Lanas
- Department of Gastroenterology, Hospital Clínico Universitario, IIS Aragón, University of Zaragoza, CIBEREHD, 50009 Zaragoza, Spain
| | - Rodrigo Jover
- Gastroenterology Unit, Hospital General Universitario de Alicante, 03010 Alicante, Spain
| | - Vicent Hernández
- Department of Gastroenterology, Complexo Hospitalario Universitario de Vigo, 36214 Vigo, Spain
| | - Enrique Quintero
- Department of Gastroenterology, Hospital Universitario de Canarias, Universidad de La Laguna, Instituto Universitario de Tecnologías Biomédicas (ITB) & Centro de Investigación Biomédica de Canarias (CIBICAN), 38320 San Cristobal de La Laguna, Tenerife, Spain
| | | | - Ana Carmen Martín
- Advanced Marker Discovery (AMADIX), Acera de Recoletos 2, 47004 Valladolid, Spain
| | - Rosa Pérez-Palacios
- Advanced Marker Discovery (AMADIX), Acera de Recoletos 2, 47004 Valladolid, Spain
| | - Rocio Arroyo
- Advanced Marker Discovery (AMADIX), Acera de Recoletos 2, 47004 Valladolid, Spain
| | - Antoni Castells
- Gastrointestinal & Pancreatic Oncology Group, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD) /Hospital Clínic of Barcelona/Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, 08036 Barcelona, Catalonia, Spain
| | - Meritxell Gironella
- Gastrointestinal & Pancreatic Oncology Group, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD) /Hospital Clínic of Barcelona/Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, 08036 Barcelona, Catalonia, Spain
- Correspondence: ; Tel.: +34-93-227-5400 (ext. 4183)
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Reprogramming of Small Noncoding RNA Populations in Peripheral Blood Reveals Host Biomarkers for Latent and Active Mycobacterium tuberculosis Infection. mBio 2019; 10:mBio.01037-19. [PMID: 31796535 PMCID: PMC6890987 DOI: 10.1128/mbio.01037-19] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Tuberculosis is the infectious disease with the worldwide largest disease burden and there remains a great need for better diagnostic biomarkers to detect latent and active M. tuberculosis infection. RNA molecules hold great promise in this regard, as their levels of expression may differ considerably between infected and uninfected subjects. We have measured expression changes in the four major classes of small noncoding RNAs in blood samples from patients with different stages of TB infection. We found that, in addition to miRNAs (which are known to be highly regulated in blood cells from TB patients), expression of piRNA and snoRNA is greatly altered in both latent and active TB, yielding promising biomarkers. Even though the functions of many sncRNA other than miRNA are still poorly understood, our results strongly suggest that at least piRNA and snoRNA populations may represent hitherto underappreciated players in the different stages of TB infection. In tuberculosis (TB), as in other infectious diseases, studies of small noncoding RNAs (sncRNA) in peripheral blood have focused on microRNAs (miRNAs) but have neglected the other major sncRNA classes in spite of their potential functions in host gene regulation. Using RNA sequencing of whole blood, we have therefore determined expression of miRNA, PIWI-interacting RNA (piRNA), small nucleolar RNA (snoRNA), and small nuclear RNA (snRNA) in patients with TB (n = 8), latent TB infection (LTBI; n = 21), and treated LTBI (LTBItt; n = 6) and in uninfected exposed controls (ExC; n = 14). As expected, sncRNA reprogramming was greater in TB than in LTBI, with the greatest changes seen in miRNA populations. However, substantial dynamics were also evident in piRNA and snoRNA populations. One miRNA and 2 piRNAs were identified as moderately accurate (area under the curve [AUC] = 0.70 to 0.74) biomarkers for LTBI, as were 1 miRNA, 1 piRNA, and 2 snoRNAs (AUC = 0.79 to 0.91) for accomplished LTBI treatment. Logistic regression identified the combination of 4 sncRNA (let-7a-5p, miR-589-5p, miR-196b-5p, and SNORD104) as a highly sensitive (100%) classifier to discriminate TB from all non-TB groups. Notably, it reclassified 8 presumed LTBI cases as TB cases, 5 of which turned out to have features of Mycobacterium tuberculosis infection on chest radiographs. SNORD104 expression decreased during M. tuberculosis infection of primary human peripheral blood mononuclear cells (PBMC) and M2-like (P = 0.03) but not M1-like (P = 0.31) macrophages, suggesting that its downregulation in peripheral blood in TB is biologically relevant. Taken together, the results demonstrate that snoRNA and piRNA should be considered in addition to miRNA as biomarkers and pathogenesis factors in the various stages of TB.
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30
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Identification of stably expressed housekeeping miRNAs in endothelial cells and macrophages in an inflammatory setting. Sci Rep 2019; 9:12786. [PMID: 31484960 PMCID: PMC6726651 DOI: 10.1038/s41598-019-49241-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 08/22/2019] [Indexed: 12/18/2022] Open
Abstract
Reliable quantification of miRNA expression by qRT-PCR crucially depends on validated housekeepers for data normalization. Here we present thoroughly tested miRNAs eligible as references in immunological studies utilizing endothelial cells and macrophages, respectively. Endothelial cells (cell line: TIME) and macrophages (cell line: RAW264.7) were treated with various pro- and anti-inflammatory mediators (cytokines, LPS, unsaturated fatty acids) given as either single substances or in combination. Isolated RNA was screened for stably expressed miRNAs by next generation sequencing. Housekeeper candidates were thereafter validated by means of two independent quantification techniques: qRT-PCR for relative quantification and ddPCR for absolute quantification. Both methods consistently confirmed the suitability of let-7g-5p, let-7i-5p, miR-127-3p and miR-151a-5p in cytokine/fatty acid-treated TIME and miR-16-5p, miR-27b-3p, miR-103a-3p and miR-423-3p in LPS/fatty acid-treated RAW264.7, respectively as housekeeping miRNAs. With respect to abundancy and over all expression stability the miRNAs miR-151a-5p (cell line: TIME) as well as miR-27b-3p and miR-103a-3p (cell line: RAW264.7) can be particularly recommended for normalization of qRT-PCR data.
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31
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Madadi S, Schwarzenbach H, Lorenzen J, Soleimani M. MicroRNA expression studies: challenge of selecting reliable reference controls for data normalization. Cell Mol Life Sci 2019; 76:3497-3514. [PMID: 31089747 PMCID: PMC11105490 DOI: 10.1007/s00018-019-03136-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 04/13/2019] [Accepted: 05/06/2019] [Indexed: 02/06/2023]
Abstract
Accurate determination of microRNA expression levels is a prerequisite in using these small non-coding RNA molecules as novel biomarkers in disease diagnosis and prognosis. Quantitative PCR is the method of choice for measuring the expression levels of microRNAs. However, a major obstacle that affects the reliability of results is the lack of validated reference controls for data normalization. Various non-coding RNAs have previously been used as reference controls, but their use may lead to variations and lack of comparability of microRNA data among the studies. Despite the growing number of studies investigating microRNA profiles to discriminate between healthy and disease stages, robust reference controls for data normalization have so far not been established. In the present article, we provide an overview of different reference controls used in various diseases, and highlight the urgent need for the identification of suitable reference controls to produce reliable data. Our analysis shows, among others, that RNU6 is not an ideal normalizer in studies using patient material from different diseases. Finally, our article tries to disclose the challenges to find a reference control which is uniformly and stably expressed across all body tissues, fluids, and diseases.
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Affiliation(s)
- Soheil Madadi
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Heidi Schwarzenbach
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany
| | - Johan Lorenzen
- Department of Nephrology, University Hospital Zürich, Zurich, Switzerland
| | - Meysam Soleimani
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran.
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32
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Buonpane C, Ares G, Benyamen B, Yuan C, Hunter CJ. Identification of suitable reference microRNA for qPCR analysis in pediatric inflammatory bowel disease. Physiol Genomics 2019; 51:169-175. [PMID: 30978148 DOI: 10.1152/physiolgenomics.00126.2018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Pediatric inflammatory bowel disease (IBD) accounts for 10-15% of IBD and is associated with considerable morbidity for patients. Dysregulated microRNAs (miRNA, miR), small noncoding RNA molecules that modulate gene expression, have been the target of research in IBD diagnosis, surveillance, and therapy. Proper selection of reference genes, which are a prerequisite for accurate measurement of miRNA expression, is currently lacking. We hypothesize that appropriate normalization requires unique reference genes for different tissue and disease types. Through the study of 28 pediatric intestinal samples, we sought to create a protocol for selection of suitable endogenous reference genes. Candidate reference genes (miR-16, 193a, 27a, 103a, 191) were analyzed by RT-quantitative (q)PCR. Criteria used for designation of suitable reference genes were as follows: 1) ubiquitous: present in all tissue samples with quantification cycle value 15-35; 2) uniform expression: no differential expression between control and disease samples (P > 0.05); 3) stability: stability value <0.5 by NormFinder. Our results suggest the use of miR-27a/191 for Crohn's disease small bowel, none of the five candidate genes for Crohn's disease colon, and miR-16/27a for ulcerative colitis. Additionally, target miR-874 had differential expression when normalized with different reference genes. Our results demonstrate that reference gene choice for qPCR analysis has a significant effect on study results and that proper data normalization is imperative.
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Affiliation(s)
- Christie Buonpane
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois.,Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois
| | - Guillermo Ares
- Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois.,Department of Surgery, University of Illinois at Chicago , Chicago, Illinois
| | - Beshoy Benyamen
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois.,Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois
| | - Carrie Yuan
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois
| | - Catherine J Hunter
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois.,Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois
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33
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Grieco GE, Cataldo D, Ceccarelli E, Nigi L, Catalano G, Brusco N, Mancarella F, Ventriglia G, Fondelli C, Guarino E, Crisci I, Sebastiani G, Dotta F. Serum Levels of miR-148a and miR-21-5p Are Increased in Type 1 Diabetic Patients and Correlated with Markers of Bone Strength and Metabolism. Noncoding RNA 2018; 4:ncrna4040037. [PMID: 30486455 PMCID: PMC6315714 DOI: 10.3390/ncrna4040037] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 11/16/2018] [Accepted: 11/22/2018] [Indexed: 12/13/2022] Open
Abstract
Type 1 diabetes (T1D) is characterized by bone loss and altered bone remodeling, resulting into reduction of bone mineral density (BMD) and increased risk of fractures. Identification of specific biomarkers and/or causative factors of diabetic bone fragility is of fundamental importance for an early detection of such alterations and to envisage appropriate therapeutic interventions. MicroRNAs (miRNAs) are small non-coding RNAs which negatively regulate genes expression. Of note, miRNAs can be secreted in biological fluids through their association with different cellular components and, in such context, they may represent both candidate biomarkers and/or mediators of bone metabolism alterations. Here, we aimed at identifying miRNAs differentially expressed in serum of T1D patients and potentially involved in bone loss in type 1 diabetes. We selected six miRNAs previously associated with T1D and bone metabolism: miR-21; miR-24; miR-27a; miR-148a; miR-214; and miR-375. Selected miRNAs were analyzed in sera of 15 T1D patients (age: 33.57 ± 8.17; BMI: 21.4 ± 1.65) and 14 non-diabetic subjects (age: 31.7 ± 8.2; BMI: 24.6 ± 4.34). Calcium, osteocalcin, parathormone (PTH), bone ALkaline Phoshatase (bALP), and Vitamin D (VitD) as well as main parameters of bone health were measured in each patient. We observed an increased expression of miR-148a (p = 0.012) and miR-21-5p (p = 0.034) in sera of T1D patients vs. non-diabetic subjects. The correlation analysis between miRNAs expression and the main parameters of bone metabolism, showed a correlation between miR-148a and Bone Mineral Density (BMD) total body (TB) values (p = 0.042) and PTH circulating levels (p = 0.033) and the association of miR-21-5p to Bone Mineral Content-Femur (BMC-FEM). Finally, miR-148a and miR-21-5p target genes prediction analysis revealed several factors involved in bone development and remodeling, such as MAFB, WNT1, TGFB2, STAT3, or PDCD4, and the co-modulation of common pathways involved in bone homeostasis thus potentially assigning a role to both miR-148a and miR-21-5p in bone metabolism alterations. In conclusion, these results lead us to hypothesize a potential role for miR-148a and miR-21-5p in bone remodeling, thus representing potential biomarkers of bone fragility in T1D.
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Affiliation(s)
- Giuseppina E Grieco
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Science, Siena, 53100, Italy.
| | - Dorica Cataldo
- UOC Diabetologia, Azienda Ospedaliera Universitaria Senese, Siena, 53100, Italy.
| | - Elena Ceccarelli
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
| | - Laura Nigi
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Science, Siena, 53100, Italy.
| | - Giovanna Catalano
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
| | - Noemi Brusco
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Science, Siena, 53100, Italy.
| | - Francesca Mancarella
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Science, Siena, 53100, Italy.
| | - Giuliana Ventriglia
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Science, Siena, 53100, Italy.
| | - Cecilia Fondelli
- UOC Diabetologia, Azienda Ospedaliera Universitaria Senese, Siena, 53100, Italy.
| | - Elisa Guarino
- UOC Diabetologia, Azienda Ospedaliera Universitaria Senese, Siena, 53100, Italy.
| | - Isabella Crisci
- UOC Diabetologia, Azienda Ospedaliera Universitaria Senese, Siena, 53100, Italy.
| | - Guido Sebastiani
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Science, Siena, 53100, Italy.
| | - Francesco Dotta
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, 53100, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Science, Siena, 53100, Italy.
- UOC Diabetologia, Azienda Ospedaliera Universitaria Senese, Siena, 53100, Italy.
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Tölle A, Blobel CC, Jung K. Circulating miRNAs in blood and urine as diagnostic and prognostic biomarkers for bladder cancer: an update in 2017. Biomark Med 2018; 12:667-676. [PMID: 29896971 DOI: 10.2217/bmm-2017-0392] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
This study presents a critical appraisal of previously published study data of miRNAs in blood, urine and exosomes as biomarkers of bladder cancer (BC). The evaluation included 39 articles published from the beginning of 2010 until September 2017 and searched in PubMed. The heterogeneity of studies, due to their clinicopathological variability, including insufficient consideration of diagnostic and prognostic biomarker guidelines and missing internal and external validation of data, do not currently allow the recommending of a useful miRNA marker as diagnostic or prognostic tool in BC. Future multi-institutional studies are necessary to overcome the deficiencies in these studies in order to prove the usefulness of circulating miRNAs as robust biomarkers for BC.
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Affiliation(s)
- Angelika Tölle
- Department of Urology, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany.,CONGEN Biotechnology GmbH, 13125 Berlin, Germany
| | - Conrad C Blobel
- Department of Urology, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Klaus Jung
- Berlin Institute for Urologic Research, 10117 Berlin, Germany
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35
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Differential miRNA expression profiling reveals miR-205-3p to be a potential radiosensitizer for low- dose ionizing radiation in DLD-1 cells. Oncotarget 2018; 9:26387-26405. [PMID: 29899866 PMCID: PMC5995186 DOI: 10.18632/oncotarget.25405] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 04/28/2018] [Indexed: 12/12/2022] Open
Abstract
Enhanced radiosensitivity at low doses of ionizing radiation (IR) (0.2 to 0.6 Gy) has been reported in several cell lines. This phenomenon, known as low doses hyper-radiosensitivity (LDHRS), appears as an opportunity to decrease toxicity of radiotherapy and to enhance the effects of chemotherapy. However, the effect of low single doses IR on cell death is subtle and the mechanism underlying LDHRS has not been clearly explained, limiting the utility of LDHRS for clinical applications. To understand the mechanisms responsible for cell death induced by low-dose IR, LDHRS was evaluated in DLD-1 human colorectal cancer cells and the expression of 80 microRNAs (miRNAs) was assessed by qPCR array. Our results show that DLD-1 cells display an early DNA damage response and apoptotic cell death when exposed to 0.6 Gy. miRNA expression profiling identified 3 over-expressed (miR-205-3p, miR-1 and miR-133b) and 2 down-regulated miRNAs (miR-122-5p, and miR-134-5p) upon exposure to 0.6 Gy. This miRNA profile differed from the one in cells exposed to high-dose IR (12 Gy), supporting a distinct low-dose radiation-induced cell death mechanism. Expression of a mimetic miR-205-3p, the most overexpressed miRNA in cells exposed to 0.6 Gy, induced apoptotic cell death and, more importantly, increased LDHRS in DLD-1 cells. Thus, we propose miR-205-3p as a potential radiosensitizer to low-dose IR.
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36
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Guo S, Zhang J, Wang B, Zhang B, Wang X, Huang L, Liu H, Jia B. A 5-serum miRNA panel for the early detection of colorectal cancer. Onco Targets Ther 2018; 11:2603-2614. [PMID: 29780253 PMCID: PMC5951214 DOI: 10.2147/ott.s153535] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE The study aimed to screen microRNAs (miRNAs) that can be used for the early detection of colorectal cancer (CRC) based on differential expression of miRNA in serum. MATERIALS AND METHODS A three-stage study was designed with a total of 217 CRCs, 168 colorectal adenomas (CRAs), and 190 healthy controls (HCs). A quantitative reverse transcription polymerase chain reaction was performed in three stages. We screened 528 miRNA expression profiles in the sera of 40 patients (CRC n=20, CRA n=10, and HC n=10) for candidate miRNAs, then 210 serum samples (CRC n=90, CRA n=60, and HC n=60) were used for screening of candidate miRNAs. Three hundred and twenty-five independent individual samples (CRC n=107, CRA n=98, and HC n=120) were used to validate the most differentially-expressed miRNAs in the screening stage, and binary logistic regression was used in the validation stage. A receiver operating characteristic curve was drawn to evaluate the diagnostic accuracy. RESULTS A 5-serum miRNA panel (miRNA-1246, miRNA-202-3p, miRNA-21-3p, miRNA-1229-3p, and miRNA-532-3p) effectively distinguished CRCs from HCs with 91.6% sensitivity and 91.7% specificity. The area under the curve (AUC) was 0.960 (95% confidence interval [CI]: 0.937-0.983). In addition, the panel also accurately distinguished CRCs from CRAs with 94.4% sensitivity and 84.7% specificity. The AUC was 0.951 (95% CI: 0.922-0.980). CONCLUSION Our 5-serum miRNA panel accurately distinguished CRCs from CRAs and HCs with high sensitivity and specificity. The 5-serum miRNA panel may be a promising prospect for application as a nonintrusive and inexpensive method for the early detection of CRC.
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Affiliation(s)
- Shaohua Guo
- Chinese PLA Medical School, Beijing, China
- General Surgery Department II, Chinese PLA General Hospital, Beijing, China
| | - Jiajin Zhang
- General Surgery Department II, Chinese PLA General Hospital, Beijing, China
| | - Baishi Wang
- General Surgery Department II, Chinese PLA General Hospital, Beijing, China
| | | | | | | | - Hongyi Liu
- General Surgery Department II, Chinese PLA General Hospital, Beijing, China
| | - Baoqing Jia
- Chinese PLA Medical School, Beijing, China
- General Surgery Department II, Chinese PLA General Hospital, Beijing, China
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37
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Differential expression of microRNAs and other small RNAs in muscle tissue of patients with ALS and healthy age-matched controls. Sci Rep 2018; 8:5609. [PMID: 29618798 PMCID: PMC5884852 DOI: 10.1038/s41598-018-23139-2] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 03/05/2018] [Indexed: 02/08/2023] Open
Abstract
Amyotrophic lateral sclerosis is a late-onset disorder primarily affecting motor neurons and leading to progressive and lethal skeletal muscle atrophy. Small RNAs, including microRNAs (miRNAs), can serve as important regulators of gene expression and can act both globally and in a tissue-/cell-type-specific manner. In muscle, miRNAs called myomiRs govern important processes and are deregulated in various disorders. Several myomiRs have shown promise for therapeutic use in cellular and animal models of ALS; however, the exact miRNA species differentially expressed in muscle tissue of ALS patients remain unknown. Following small RNA-Seq, we compared the expression of small RNAs in muscle tissue of ALS patients and healthy age-matched controls. The identified snoRNAs, mtRNAs and other small RNAs provide possible molecular links between insulin signaling and ALS. Furthermore, the identified miRNAs are predicted to target proteins that are involved in both normal processes and various muscle disorders and indicate muscle tissue is undergoing active reinnervation/compensatory attempts thus providing targets for further research and therapy development in ALS.
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38
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Ma E, Fu Y, Garvey WT. Relationship of Circulating miRNAs with Insulin Sensitivity and Associated Metabolic Risk Factors in Humans. Metab Syndr Relat Disord 2018; 16:82-89. [PMID: 29360415 PMCID: PMC5833250 DOI: 10.1089/met.2017.0101] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Insulin resistance disrupts metabolic processes and leads to various chronic disease states such as diabetes and metabolic syndrome (MetS). However, the mechanism linking insulin resistance with cardiometabolic disease pathophysiology is still unclear. One possibility may be through circulating microRNAs (c-miRs), which can alter gene expression in target tissues. Our goal was to assess the relationship of c-miRs with insulin sensitivity, as measured by the gold standard, hyperinsulinemic-euglycemic clamp technique. METHODS Eighty-one nondiabetic, sedentary, and weight-stable patients across a wide range of insulin sensitivities were studied. Measurements were taken for blood pressure, anthropometric data, fasting glucose and lipids, and insulin sensitivity measured by clamp. After an initial screening array to identify candidate miRs in plasma, all samples were assessed for relationships between these c-miRs and insulin sensitivity, as well as associated metabolic factors. RESULTS miR-16 and miR-107 were positively associated with insulin sensitivity (R2 = 0.09, P = 0.0074 and R2 = 0.08, P = 0.0417, respectively) and remained so after adjustment with body mass index (BMI). After adjusting for BMI, miR-33, -150, and -222 were additionally found to be related to insulin sensitivity. Regarding metabolic risk factors, miR-16 was associated with waist circumference (r = -0.25), triglycerides (r = -0.28), and high-density lipoprotein (r = 0.22), while miR-33 was inversely associated with systolic blood pressure (r = -0.29). No significant relationships were found between any candidate c-miRs and BMI, diastolic blood pressure, or fasting glucose. CONCLUSIONS Our results show that relative levels of circulating miR-16, -107, -33, -150, and -222 are associated with insulin sensitivity and metabolic risk factors, and suggest that multiple miRs may act in concert to produce insulin resistance and the clustering of associated traits that comprise the MetS. Therefore, miRs may have potential as novel therapeutic targets or agents in cardiometabolic disease.
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Affiliation(s)
- Elizabeth Ma
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, Alabama
| | - Yuchang Fu
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, Alabama
| | - W. Timothy Garvey
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, Alabama
- The Birmingham Veterans Affairs Medical Center, Birmingham, Alabama
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39
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Seclaman E, Narita D, Anghel A, Cireap N, Ilina R, Sirbu IO, Marian C. MicroRNA Expression in Laser Micro-dissected Breast Cancer Tissue Samples - a Pilot Study. Pathol Oncol Res 2017; 25:233-239. [PMID: 29081035 DOI: 10.1007/s12253-017-0343-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 10/20/2017] [Indexed: 12/12/2022]
Abstract
Breast cancer continues to represent a significant public health burden despite outstanding research advances regarding the molecular mechanisms of cancer biology, biomarkers for diagnostics and prognostic and therapeutic management of this disease. The studies of micro RNAs in breast cancer have underlined their potential as biomarkers and therapeutic targets; however most of these studies are still done on largely heterogeneous whole breast tissue samples. In this pilot study we have investigated the expression of four micro RNAs (miR-21, 145, 155, 92) known to be involved in breast cancer, in homogenous cell populations collected by laser capture microdissection from breast tissue section slides. Micro RNA expression was assessed by real time PCR, and associations with clinical and pathological characteristics were also explored. Our results have confirmed previous associations of miR-21 expression with poor prognosis characteristics of breast cancers such as high stage, large and highly proliferative tumors. No statistically significant associations were found with the other micro RNAs investigated, possibly due to the small sample size of our study. Our results also suggest that miR-484 could be a suitable endogenous control for data normalization in breast tissues, these results needing further confirmation by future studies. In summary, our pilot study showed the feasibility of detecting micro RNAs expression in homogenous laser captured microdissected invasive breast cancer samples, and confirmed some of the previously reported associations with poor prognostic characteristics of breast tumors.
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Affiliation(s)
- Edward Seclaman
- Department of Biochemistry and Pharmacology, "Victor Babeş" University of Medicine and Pharmacy, Pta Eftimie Murgu Nr. 2, 300041, Timişoara, Romania
| | - Diana Narita
- Department of Biochemistry and Pharmacology, "Victor Babeş" University of Medicine and Pharmacy, Pta Eftimie Murgu Nr. 2, 300041, Timişoara, Romania.,Donauisar Klinikum, Institute for Laboratory Diagnostic and Transfusion Medicine, Deggendorf, Germany
| | - Andrei Anghel
- Department of Biochemistry and Pharmacology, "Victor Babeş" University of Medicine and Pharmacy, Pta Eftimie Murgu Nr. 2, 300041, Timişoara, Romania
| | - Natalia Cireap
- Department of Surgical Oncology, University of Medicine and Pharmacy "Victor Babes", and Municipal Hospital, Timisoara, Romania
| | - Razvan Ilina
- Department of Surgical Oncology, University of Medicine and Pharmacy "Victor Babes", and Municipal Hospital, Timisoara, Romania
| | - Ioan Ovidiu Sirbu
- Department of Biochemistry and Pharmacology, "Victor Babeş" University of Medicine and Pharmacy, Pta Eftimie Murgu Nr. 2, 300041, Timişoara, Romania
| | - Catalin Marian
- Department of Biochemistry and Pharmacology, "Victor Babeş" University of Medicine and Pharmacy, Pta Eftimie Murgu Nr. 2, 300041, Timişoara, Romania.
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40
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Shivapurkar N, Vietsch EE, Carney E, Isaacs C, Wellstein A. Circulating microRNAs in patients with hormone receptor-positive, metastatic breast cancer treated with dovitinib. Clin Transl Med 2017; 6:37. [PMID: 28980224 PMCID: PMC5628092 DOI: 10.1186/s40169-017-0169-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 09/25/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Serial analysis of biomarkers in the circulation of patients undergoing treatment ("liquid biopsies") can provide new insights into drug effects. In particular the analysis of cell-free, circulating nucleic acids such as microRNAs (miRs) can reveal altered expression patterns indicative of mechanism of drug action, cancer growth, and tumor-stroma interactions. RESULTS Here we analyzed plasma miRs in patients with hormone receptor positive, metastatic breast cancer with prior disease progression during aromatase inhibitor therapy (n = 8) in a phase I/II trial with the multiple tyrosine kinase inhibitor dovitinib (TKI258). Plasma miR levels were measured by quantitative RT-qPCR before and after treatment with dovitinib. A candidate miR signature of drug response was established from a 379 miR screen for detectable plasma miRs as well as from the published literature. Changes in miR expression patterns and tumor sizes were compared. In this analysis we identified miR-21-5p, miR-100-5p, miR-125b-5p, miR-126-3p, miR-375 and miR-424-5p as potential indicators of a response to dovitinib. The altered expression patterns observed for the six circulating miRs separated patients with resistant disease from those with drug responsive disease. There was no relationship between adverse effects of dovitinib treatment and identifiable changes in miR patterns. CONCLUSION We conclude that changes in the expression patterns of circulating miRs can be indicators of drug responses that merit prospective studies for validation.
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Affiliation(s)
- Narayan Shivapurkar
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Road NW, Washington, DC, 20057, USA
| | - Eveline E Vietsch
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Road NW, Washington, DC, 20057, USA
| | - Erin Carney
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Road NW, Washington, DC, 20057, USA
| | - Claudine Isaacs
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Road NW, Washington, DC, 20057, USA.
| | - Anton Wellstein
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Road NW, Washington, DC, 20057, USA.
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41
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Reference miRNAs for colorectal cancer: analysis and verification of current data. Sci Rep 2017; 7:8413. [PMID: 28827728 PMCID: PMC5567181 DOI: 10.1038/s41598-017-08784-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 07/13/2017] [Indexed: 12/19/2022] Open
Abstract
MicroRNAs (miRNAs) hold great promise in cancer research. The use of appropriate reference miRNAs for normalization of qPCR data is crucial for accurate expression analysis. We present here analysis and verification of current data, proposing a workflow strategy for identification of reference miRNAs in colorectal cancer (CRC). We performed a systematic review of studies aimed to identify stable reference miRNAs in CRC through high-throughput screening. Among the candidate miRNAs selected from the literature we excluded those predicted to target oncogenes or tumor suppressor gene. We then assessed the expression levels of the remaining candidates in exosomes, plasma and tissue samples from CRC patients and healthy controls. The expression stability was evaluated by box-plot, ∆Cq analysis, NormFinder and BestKeeper statistical algorithms. The effects of normalisers on the relative quantification of the oncogenic miR-1290 was also assessed. Our results consistently showed that different combinations of miR-520d, miR-1228 and miR-345 provided the most stably expressed reference miRNAs in the three biological matrices. We identified suitable reference miRNAs for future miRNA expression studies in exosomes plasma and tissues CRC samples. We also provided a novel conceptual framework that overcome the need of performing ex novo identification of suitable reference genes in single experimental systems.
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42
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Kunz M, Göttlich C, Walles T, Nietzer S, Dandekar G, Dandekar T. MicroRNA-21 versus microRNA-34: Lung cancer promoting and inhibitory microRNAs analysed in silico and in vitro and their clinical impact. Tumour Biol 2017; 39:1010428317706430. [DOI: 10.1177/1010428317706430] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
MicroRNAs are well-known strong RNA regulators modulating whole functional units in complex signaling networks. Regarding clinical application, they have potential as biomarkers for prognosis, diagnosis, and therapy. In this review, we focus on two microRNAs centrally involved in lung cancer progression. MicroRNA-21 promotes and microRNA-34 inhibits cancer progression. We elucidate here involved pathways and imbed these antagonistic microRNAs in a network of interactions, stressing their cancer microRNA biology, followed by experimental and bioinformatics analysis of such microRNAs and their targets. This background is then illuminated from a clinical perspective on microRNA-21 and microRNA-34 as general examples for the complex microRNA biology in lung cancer and its diagnostic value. Moreover, we discuss the immense potential that microRNAs such as microRNA-21 and microRNA-34 imply by their broad regulatory effects. These should be explored for novel therapeutic strategies in the clinic.
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Affiliation(s)
- Meik Kunz
- Functional Genomics and Systems Biology Group, Department of Bioinformatics, Biocenter, Würzburg, Germany
| | - Claudia Göttlich
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, Würzburg, Germany
| | - Thorsten Walles
- Department of Cardiothoracic Surgery, University Hospital Magdeburg, Magdeburg, Germany
| | - Sarah Nietzer
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, Würzburg, Germany
| | - Gudrun Dandekar
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, Würzburg, Germany
- Translational Center Würzburg “Regenerative Therapies in Oncology and Musculoskeletal Disease”, Branch of the Fraunhofer Institute for Interfacial Engineering and Biotechnology (IGB), Würzburg, Germany
| | - Thomas Dandekar
- Functional Genomics and Systems Biology Group, Department of Bioinformatics, Biocenter, Würzburg, Germany
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MicroRNA Expression in Malignant Pleural Mesothelioma and Asbestosis: A Pilot Study. DISEASE MARKERS 2017; 2017:9645940. [PMID: 28757678 PMCID: PMC5512053 DOI: 10.1155/2017/9645940] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 05/21/2017] [Accepted: 06/05/2017] [Indexed: 12/19/2022]
Abstract
Background The identification of diagnostic/prognostic biomarkers for asbestos-related diseases is relevant for early diagnosis and patient survival and may contribute to understanding the molecular mechanisms underlying the disease development and progression. Aims To identify a pattern of miRNAs as possible diagnostic biomarkers for patients with malignant pleural mesothelioma (MPM) and asbestosis (ASB) and as prognostic biomarkers for MPM patients. Methods miRNA-16, miRNA-17, miRNA-126, and miRNA-486 were quantified in plasma and formalin-fixed paraffin-embedded samples to evaluate their diagnostic and prognostic roles compared to patients with other noncancerous pulmonary diseases (controls). Results. The expression of all the miRNAs was significantly lower in patients with MPM and ASB than that in controls. miRNA-16, miRNA-17, and miRNA-486 in plasma and tissue of MPM patients were significantly correlated. Furthermore, the expression of miRNA-16 in plasma and tissue, and miRNA-486 only in tissue, was positively related with cumulative survival in MPM patients. Conclusions All the miRNA levels were decreased in patients with MPM or ASB, supporting the role of circulating miRNAs as a potential tool for diseases associated with exposure to asbestos fibers. miRNA-16 was directly related to MPM patient prognosis, suggesting its possible use as a prognostic marker in MPM patients.
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A Highly Predictive Model for Diagnosis of Colorectal Neoplasms Using Plasma MicroRNA: Improving Specificity and Sensitivity. Ann Surg 2017; 264:575-84. [PMID: 27471839 DOI: 10.1097/sla.0000000000001873] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To develop a plasma-based microRNA (miRNA) diagnostic assay specific for colorectal neoplasms, building upon our prior work. BACKGROUND Colorectal neoplasms [colorectal cancer (CRC) and colorectal advanced adenoma (CAA)] frequently develop in individuals at ages when other common cancers also occur. Current screening methods lack sensitivity, specificity, and have poor patient compliance. METHODS Plasma was screened for 380 miRNAs using microfluidic array technology from a "Training" cohort of 60 patients, (10 each) control, CRC, CAA, breast cancer, pancreatic cancer, and lung cancer. We identified uniquely dysregulated miRNAs specific for colorectal neoplasia (P < 0.05, false discovery rate: 5%, adjusted α = 0.0038). These miRNAs were evaluated using single assays in a "Test" cohort of 120 patients. A mathematical model was developed to predict blinded sample identity in a 150 patient "Validation" cohort using repeat-sub-sampling validation of the testing dataset with 1000 iterations each to assess model detection accuracy. RESULTS Seven miRNAs (miR-21, miR-29c, miR-122, miR-192, miR-346, miR-372, and miR-374a) were selected based upon P value, area under the curve (AUC), fold change, and biological plausibility. Area under the curve (±95% confidence interval) for "Test" cohort comparisons were 0.91 (0.85-0.96) between all neoplasia and controls, 0.79 (0.70-0.88) between colorectal neoplasia and other cancers, and 0.98 (0.96-1.0) between CRC and colorectal adenomas. In our "Validation" cohort, our mathematical model predicted blinded sample identity with 69% to 77% accuracy, 67% to 76% accuracy, and 86% to 90% accuracy for each comparison, respectively. CONCLUSIONS Our plasma miRNA assay and prediction model differentiate colorectal neoplasia from patients with other neoplasms and from controls with higher sensitivity and specificity compared with current clinical standards.
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Balzano F, Deiana M, Dei Giudici S, Oggiano A, Pasella S, Pinna S, Mannu A, Deiana N, Porcu B, Masala AGE, Pileri PV, Scognamillo F, Pala C, Zinellu A, Carru C, Deiana L. MicroRNA Expression Analysis of Centenarians and Rheumatoid Arthritis Patients Reveals a Common Expression Pattern. Int J Med Sci 2017; 14:622-628. [PMID: 28824293 PMCID: PMC5562112 DOI: 10.7150/ijms.18972] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Accepted: 03/29/2017] [Indexed: 01/21/2023] Open
Abstract
Micro-RNA (miRNA) are a family of small non-coding ribonucleic acids that inhibits post-transcriptionally the expression of their target messenger RNA (mRNA). We are interested in studying the involvement of miRNA in longevity and autoimmune diseases. In this study we compared the different expression of seven microRNAs between human plasma healthy controls, plasma samples of centenarians and samples from patients with rheumatoid arthritis. We used the Life Technologies' protocol to quantify seven miRNAs from 62 plasma samples: 20 healthy human controls, 14 centenarians, 28 patients with rheumatoid arthritis. TaqMan MicroRNA assays were used to analyze the expression profiles of miR-125b-5p, miR-425-5p, miR-200b5p, miR-200c-3p, miR-579-3p, miR-212-3p, miR-21-5p and miR-126-3p. The relative expression of mature miRNAs was analyzed using software REST. Our results show that miR-425-5p, miR-21 and miR-212 significantly decreased in centenarians and in patients with rheumatoid arthritis compared with controls. Furthermore in this work we highlight a connection between corticosteroid treatment and miRNAs expression.
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Affiliation(s)
- Francesca Balzano
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy
| | - Marta Deiana
- Associazione "L'Isola dei Centenari", Via Milano 4, Sassari 07100, Italy
| | - Silvia Dei Giudici
- Istituto Zooprofilattico Sperimentale della Sardegna, Via Vienna 2, Sassari 07100, Italy
| | - Annalisa Oggiano
- Istituto Zooprofilattico Sperimentale della Sardegna, Via Vienna 2, Sassari 07100, Italy
| | - Sara Pasella
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy
| | - Sara Pinna
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy
| | - Andrea Mannu
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy
| | - Nicola Deiana
- Associazione "L'Isola dei Centenari", Via Milano 4, Sassari 07100, Italy
| | - Baingio Porcu
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy
| | - Antonio G E Masala
- Istituto Zooprofilattico Sperimentale della Sardegna, Via Vienna 2, Sassari 07100, Italy
| | - Piera V Pileri
- Istituto Zooprofilattico Sperimentale della Sardegna, Via Vienna 2, Sassari 07100, Italy
| | | | - Carlo Pala
- Internal Medicine 1, A.O.U.University of Sassari, Sassari, Italy
| | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy
| | - Ciriaco Carru
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy
| | - Luca Deiana
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.,Associazione "L'Isola dei Centenari", Via Milano 4, Sassari 07100, Italy
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Chen L, Jin Y, Wang L, Sun F, Yang X, Shi M, Zhan C, Shi Y, Wang Q. Identification of reference genes and miRNAs for qRT-PCR in human esophageal squamous cell carcinoma. Med Oncol 2016; 34:2. [PMID: 27889881 DOI: 10.1007/s12032-016-0860-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2016] [Accepted: 11/22/2016] [Indexed: 02/06/2023]
Abstract
It is important to select an appropriate reference gene and miRNA when using quantitative real-time polymerase chain reaction (qRT-PCR) to analyze gene and miRNA expression. However, many commonly used reference genes and miRNAs are not stably expressed and therefore not suitable for normalization or quantification of qRT-PCR data. This study aims to identify appropriate reference genes and miRNAs for use in human esophageal squamous carcinoma qRT-PCR analysis. Using data provided by The Cancer Genome Atlas, we identified DDX5, LAPTM4A, P4HB, RHOA, miR-28-5p, miR-34a-5p, and miR-186-5p as candidate reference genes and miRNAs. We used qRT-PCR to verify the expression levels of these candidates and another seven commonly used reference genes and miRNAs. A set of 50 paired human normal esophageal tissues and squamous cell carcinoma samples were used in the analysis. We then used geNorm and NormFinder to analyze the results. DDX5, LAPTM4A, RHOA, ACTB, RNU48, miR-28-5p, miR-34a-5p, and miR-186-5p were stably expressed, indicating they are suitable for used as references in qRT-PCR analysis of esophageal squamous cell carcinoma. However, expression levels of 18s rRNA, GAPDH, P4HB, 5s rRNA, U6, and RNU6B varied greatly between esophageal normal and squamous cell carcinoma samples, indicating that they are not suitable for use as references in the qRT-PCR analysis of esophageal squamous cell carcinoma.
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Affiliation(s)
- Li Chen
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China
| | - Yulin Jin
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China
| | - Lin Wang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China
| | - Fenghao Sun
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China
| | - Xiaodong Yang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China
| | - Mengkun Shi
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China
| | - Cheng Zhan
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China.
| | - Yu Shi
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China.
| | - Qun Wang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 20032, China
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Natalizumab Therapy Modulates miR-155, miR-26a and Proinflammatory Cytokine Expression in MS Patients. PLoS One 2016; 11:e0157153. [PMID: 27310932 PMCID: PMC4911163 DOI: 10.1371/journal.pone.0157153] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 05/25/2016] [Indexed: 12/20/2022] Open
Abstract
MicroRNAs fine-tune the regulation of Th1/Th17 lymphocyte subsets in multiple sclerosis. We investigated the expression of miRNAs (previously associated with mycobacterial and viral infections) in MS patients and healthy donors (HD) following 6 months natalizumab therapy. In addition, Th1/Th17 cytokines and the presence of anti-EBNA1/VCA IgG in MS patients with different pattern of miRNA expression have been evaluated. MiR-155, miR-26a, miR-132, miR-146a and Th1/Th17 cytokines expression was detected by RT-real time PCR; moreover anti-EBNA1 and VCA IgG titres were measured by ELISA. We observed an up-regulation of miR-155 (p value = 0.009) and miR-132 (p value = 0.04) in MS patients compared to HD. In MS patients, IL-17a (p = 0.037), IFN γ (p = 0.012) and TNFα (p = 0.015) but not IL-6 were over-expressed compared to HD. Two different miRNAs patterns associated to the expression of different cytokines were observed in the MS cohort. Moreover, a down-regulation of miR-155 and miR-26a was seen in MS patients during and after natalizumab therapy. MS patients that over-expressed miR-155 showed a higher EBNA1 IgG titer than MS patients with high levels of miR-26a. In conclusions the expression of particular miRNAs modulates the pro-inflammatory cytokine expression and the humoral response against EBV and this expression is natalizumab regulated.
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Shi J. Considering Exosomal miR-21 as a Biomarker for Cancer. J Clin Med 2016; 5:jcm5040042. [PMID: 27043643 PMCID: PMC4850465 DOI: 10.3390/jcm5040042] [Citation(s) in RCA: 78] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Revised: 03/22/2016] [Accepted: 03/23/2016] [Indexed: 01/04/2023] Open
Abstract
Cancer is a fatal human disease. Early diagnosis of cancer is the most effective method to prevent cancer development and to achieve higher survival rates for patients. Many traditional diagnostic methods for cancer are still not sufficient for early, more convenient and accurate, and noninvasive diagnosis. Recently, the use of microRNAs (miRNAs), such as exosomal microRNA-21(miR-21), as potential biomarkers was widely reported. This initial systematic review analyzes the potential role of exosomal miR-21 as a general biomarker for cancers. A total of 10 studies involving 318 patients and 215 healthy controls have covered 10 types of cancers. The sensitivity and specificity of pooled studies were 75% (0.70–0.80) and 85% (0.81–0.91), with their 95% confidence intervals (CIs), while the area under the summary receiver operating characteristic curve (AUC) was 0.93. Additionally, we examined and evaluated almost all other issues about biomarkers, including cutoff points, internal controls and detection methods, from the literature. This initial meta-analysis indicates that exosomal miR-21 has a strong potential to be used as a universal biomarker to identify cancers, although as a general biomarker the case number for each cancer type is small. Based on the literature, a combination of miRNA panels and other cancer antigens, as well as a selection of appropriate internal controls, has the potential to serve as a more sensitive and accurate cancer diagnosis tool. Additional information on miR-21 would further support its use as a biomarker in cancer.
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Affiliation(s)
- Jian Shi
- Department of Neurology, Department of Veterans Affairs Medical Center, San Francisco and University of California, San Francisco, CA 94121, USA.
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Gysler SM, Mulla MJ, Guerra M, Brosens JJ, Salmon JE, Chamley LW, Abrahams VM. Antiphospholipid antibody-induced miR-146a-3p drives trophoblast interleukin-8 secretion through activation of Toll-like receptor 8. Mol Hum Reprod 2016; 22:465-74. [PMID: 27029214 DOI: 10.1093/molehr/gaw027] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Accepted: 03/23/2016] [Indexed: 12/17/2022] Open
Abstract
STUDY QUESTION What is the role of microRNAs (miRs) in antiphospholipid antibody (aPL)-induced trophoblast inflammation? SUMMARY ANSWER aPL-induced up-regulation of trophoblast miR-146a-3p is mediated by Toll-like receptor 4 (TLR4), and miR-146a-3p in turn drives the cells to secrete interleukin (IL)-8 by activating the RNA sensor, TLR8. WHAT IS KNOWN ALREADY Obstetric antiphospholipid syndrome (APS) is an autoimmune disorder characterized by circulating aPL and an increased risk of pregnancy complications. We previously showed that aPL recognizing beta2 glycoprotein I (β2GPI) elicit human first trimester trophoblast secretion of IL-8 by activating TLR4. Since some miRs control TLR responses, their regulation in trophoblast cells by aPL and functional role in the aPL-mediated inflammatory response was investigated. miRs can be released from cells via exosomes, and therefore, miR exosome expression was also examined. A panel of miRs was selected based on their involvement with TLR signaling: miR-9; miR-146a-5p and its isomiR, miR-146a-3p; miR-155, miR-210; and Let-7c. Since certain miRs can activate the RNA sensor, TLR8, this was also investigated. STUDY DESIGN, SIZE, DURATION For in vitro studies, the human first trimester extravillous trophoblast cell line, HTR8 was studied. HTR8 cells transfected to express a TLR8 dominant negative (DN) were also used. Plasma was evaluated from pregnant women who have aPL, either with or without systemic lupus erythematous (SLE) (n = 39); SLE patients without aPL (n = 30); and healthy pregnant controls (n = 20). PARTICIPANTS/MATERIALS, SETTING, METHODS Trophoblast HTR8 wildtype and TLR8-DN cells were incubated with or without aPL (mouse anti-human β2GPI mAb) for 48-72 h. HTR8 cells were also treated with or without aPL in the presence and the absence of a TLR4 antagonist (lipopolysaccharide from Rhodobacter sphaeroides; LPS-RS), specific miR inhibitors or specific miR mimics. miR expression levels in trophoblast cells, trophoblast-derived exosomes and exosomes isolated from patient plasma were measured by qPCR. Trophoblast IL-8 secretion was measured by ELISA. MAIN RESULTS AND THE ROLE OF CHANCE aPL significantly increased trophoblast cellular and exosome expression of miR-146a-5p, miR-146a-3p, miR-155 and miR-210. aPL-induced up-regulation of trophoblast miR-146a-5p, miR-146a-3p and miR-210, but not miR-155, was inhibited by the TLR4 antagonist, LPS-RS. While inhibition or overexpression of miR-146a-5p had no effect on aPL-induced trophoblast IL-8 secretion, miR-146a-3p inhibition significantly reduced this response. aPL-induced trophoblast IL-8 secretion was inhibited by the presence of the TLR8-DN. In the absence of aPL, transfection of trophoblast cells with a miR-146a-3p mimic significantly increased IL-8 secretion and this was inhibited by the presence of the TLR8-DN. Patients with aPL and adverse pregnancy outcomes (APOs) expressed significantly higher levels of circulating miR-146a-3p compared with healthy pregnant controls with no pregnancy complications (P < 0.05). LIMITATIONS, REASONS FOR CAUTION While the enrichment of miR-146a-3p in trophoblast-derived exosomes support the role of this miR acting in a paracrine or endocrine manner through exosome delivery, this has not been demonstrated. However, miR-146a-3p may also exert its pro-inflammatory effect intracellularly within the same trophoblast cell targeted by aPL. WIDER IMPLICATIONS OF THE FINDINGS These findings provide a novel mechanism of trophoblast inflammation through miRs activating RNA-sensing receptors. Furthermore, circulating exosomal-associated miR-146a-3p in APS patients may serve clinically as a biomarker for related APOs. STUDY FUNDING/COMPETING INTERESTS This study was supported in part by grants from the American Heart Association (#10GRNT3640032 to V.M.A.), the March of Dimes Foundation (Gene Discovery and Translational Research Grant #6-FY12-255 to V.M.A.), NICHD, NIH (R01HD049446 to V.M.A.), the Gina M. Finzi Memorial Student Summer Fellowship from the Lupus Foundation of America (to S.M.G.), and the Yale University School of Medicine Medical Student Fellowship (to S.M.G.). The authors declare no competing financial interests. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- Stefan M Gysler
- Department of Obstetrics, Gynecology & Reproductive Sciences, Yale School of Medicine, New Haven, CT 06520, USA
| | - Melissa J Mulla
- Department of Obstetrics, Gynecology & Reproductive Sciences, Yale School of Medicine, New Haven, CT 06520, USA
| | - Marta Guerra
- Department of Medicine and Program in Inflammation and Autoimmunity, Hospital for Special Surgery and Weill Cornell Medical College, New York, NY 10065, USA
| | - Jan J Brosens
- Division of Reproductive Health, Clinical Sciences Research Laboratories, Warwick Medical School, Coventry CV4 7AL, UK
| | - Jane E Salmon
- Department of Medicine and Program in Inflammation and Autoimmunity, Hospital for Special Surgery and Weill Cornell Medical College, New York, NY 10065, USA
| | - Lawrence W Chamley
- Department of Obstetrics and Gynecology, The University of Auckland, Auckland 1142, New Zealand
| | - Vikki M Abrahams
- Department of Obstetrics, Gynecology & Reproductive Sciences, Yale School of Medicine, New Haven, CT 06520, USA
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Balzano F, Deiana M, Dei Giudici S, Oggiano A, Baralla A, Pasella S, Mannu A, Pescatori M, Porcu B, Fanciulli G, Zinellu A, Carru C, Deiana L. miRNA Stability in Frozen Plasma Samples. Molecules 2015; 20:19030-40. [PMID: 26492230 PMCID: PMC6331950 DOI: 10.3390/molecules201019030] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Revised: 10/09/2015] [Accepted: 10/13/2015] [Indexed: 12/20/2022] Open
Abstract
MicroRNAs (miRNAs) represent a family of small non-coding ribonucleic acids that post-transcriptionally inhibits the expression of their target messenger RNAs (mRNAs), thereby acting as general gene repressors. In this study we examined the relative quantity and stability of miRNA subjected to a long period of freezing; we compared the stability of eight miRNAs in the plasma of five human healthy controls before freezing and after six and 12 months of storage at −80 °C. In addition, we examined the plasma frozen for 14 years and the amount of miRNA still available. Using a Life Technologies protocol to amplify and quantify plasma miRNAs from EDTA (Ethylene Diamine Tetraacetic Acid)-treated blood, we analyzed the stability of eight miRNAs, (miR-125b-5p, miR-425-5p, miR-200b-5p, miR-200c-3p, miR-579-3p, miR-212-3p, miR-126-3p, and miR-21-5p). The miRNAs analyzed showed a high stability and long frozen half-life.
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Affiliation(s)
- Francesca Balzano
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Marta Deiana
- Associazione "L'Isola dei Centenari", Via Milano 4, Sassari 07100, Italy.
| | - Silvia Dei Giudici
- Istituto Zooprofilattico Sperimentale della Sardegna, Via Vienna 2, Sassari 07100, Italy.
| | - Annalisa Oggiano
- Istituto Zooprofilattico Sperimentale della Sardegna, Via Vienna 2, Sassari 07100, Italy.
| | - Angela Baralla
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Sara Pasella
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Andrea Mannu
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Mario Pescatori
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Baingio Porcu
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Giuseppe Fanciulli
- Department of Clinical and Experimental Medicine, University of Sassari, vl. San Pietro 8, Sassari 07100, Italy.
| | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Ciriaco Carru
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
| | - Luca Deiana
- Department of Biomedical Sciences, University of Sassari, vl. San Pietro 43b, Sassari 07100, Italy.
- Associazione "L'Isola dei Centenari", Via Milano 4, Sassari 07100, Italy.
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