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Plasma microRNA expression levels in HIV-1-positive patients receiving antiretroviral therapy. Biosci Rep 2021; 40:222736. [PMID: 32319513 PMCID: PMC7225415 DOI: 10.1042/bsr20194433] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 04/15/2020] [Accepted: 04/20/2020] [Indexed: 12/13/2022] Open
Abstract
MicroRNAs (miRNAs/miRs) may serve as therapeutic agents or targets in diseases in which the expression of proteins plays an important role. The aim of the present study was to compare the expression levels of specific miRNAs, as well as their correlation with markers of response to antiretroviral (ARV) therapy, in patients with human immunodeficiency virus type 1 (HIV-1) infection with and without resistance to highly active antiretroviral therapy (HAART). Methods: miRNA assays were performed on plasma samples obtained from 20 HIV-1-positive patients. A total of ten patients were divided into two groups: HAART-responsive and HAART-resistant (n=5 per group). Commercial arrays were subsequently used to identify 84 miRNAs. A total of three differentially expressed miRNAs were selected and analyzed by quantitative PCR (qPCR). Five other patients were subsequently added to each group for a new relative expression analysis. The absolute expression level of the two miRNAs was obtained and compared using the Student’s t test. Receiver operating characteristic (ROC) curves were used to identify patients with antiretroviral therapy (ART) resistance. Results: The array analysis revealed that miR-15b-5p, miR-16-5p, miR-20a-5p, miR-26a-5p, miR-126-3p and miR-150-5p were down-regulated in patients with HAART-resistance comparing with HAART-responsive. The expression levels of miR-16-5p, miR-26a-5p and miR-150-5p were confirmed using qPCR. The area under the ROC curve was 1.0 for the three miRNAs. Conclusions: The lower expression levels of miR-16-5p and miR-26a-5p in patients with HAART-resistance suggested that these may serve as potential biomarkers for the identification of HAART-responsive patients.
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Schwarz EC, Backes C, Knörck A, Ludwig N, Leidinger P, Hoxha C, Schwär G, Grossmann T, Müller SC, Hart M, Haas J, Galata V, Müller I, Fehlmann T, Eichler H, Franke A, Meder B, Meese E, Hoth M, Keller A. Deep characterization of blood cell miRNomes by NGS. Cell Mol Life Sci 2016; 73:3169-81. [PMID: 26874686 PMCID: PMC11108270 DOI: 10.1007/s00018-016-2154-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Revised: 01/25/2016] [Accepted: 02/01/2016] [Indexed: 12/31/2022]
Abstract
A systematic understanding of different factors influencing cell type specific microRNA profiles is essential for state-of-the art biomarker research. We carried out a comprehensive analysis of the biological variability and changes in cell type pattern over time for different cell types and different isolation approaches in technical replicates. All combinations of the parameters mentioned above have been measured, resulting in 108 miRNA profiles that were evaluated by next-generation-sequencing. The largest miRNA variability was due to inter-individual differences (34 %), followed by the cell types (23.4 %) and the isolation technique (17.2 %). The change over time in cell miRNA composition was moderate (<3 %) being close to the technical variations (<1 %). Largest variability (including technical and biological variance) was observed for CD8 cells while CD3 and CD4 cells showed significantly lower variations. ANOVA highlighted that 51.5 % of all miRNAs were significantly influenced by the purification technique. While CD4 cells were least affected, especially miRNA profiles of CD8 cells were fluctuating depending on the cell purification approach. To provide researchers access to the profiles and to allow further analyses of the tested conditions we implemented a dynamic web resource.
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Affiliation(s)
- Eva C Schwarz
- Biophysics, Center for Integrative Physiology and Molecular Medicine, School of Medicine, Saarland University, Homburg, Germany
| | - Christina Backes
- Saarland University, Building E2.1, 66123, Saarbrücken, Germany.
| | - Arne Knörck
- Biophysics, Center for Integrative Physiology and Molecular Medicine, School of Medicine, Saarland University, Homburg, Germany
| | - Nicole Ludwig
- Department of Human Genetics, Saarland University, Homburg, Germany
| | - Petra Leidinger
- Department of Human Genetics, Saarland University, Homburg, Germany
| | - Cora Hoxha
- Biophysics, Center for Integrative Physiology and Molecular Medicine, School of Medicine, Saarland University, Homburg, Germany
| | - Gertrud Schwär
- Biophysics, Center for Integrative Physiology and Molecular Medicine, School of Medicine, Saarland University, Homburg, Germany
| | | | - Sabine C Müller
- Saarland University, Building E2.1, 66123, Saarbrücken, Germany
| | - Martin Hart
- Department of Human Genetics, Saarland University, Homburg, Germany
| | - Jan Haas
- Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Heidelberg, Germany
- Klaus Tschira Institute for Integrative Computational Cardiology, Heidelberg, Germany
| | | | - Isabelle Müller
- Clinical Hemostaseology and Transfusion Medicine, Saarland University, Homburg, Germany
| | - Tobias Fehlmann
- Saarland University, Building E2.1, 66123, Saarbrücken, Germany
| | - Hermann Eichler
- Clinical Hemostaseology and Transfusion Medicine, Saarland University, Homburg, Germany
| | | | - Benjamin Meder
- Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Heidelberg, Germany
- Klaus Tschira Institute for Integrative Computational Cardiology, Heidelberg, Germany
| | - Eckart Meese
- Department of Human Genetics, Saarland University, Homburg, Germany
| | - Markus Hoth
- Biophysics, Center for Integrative Physiology and Molecular Medicine, School of Medicine, Saarland University, Homburg, Germany
| | - Andreas Keller
- Saarland University, Building E2.1, 66123, Saarbrücken, Germany
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Leidinger P, Backes C, Meder B, Meese E, Keller A. The human miRNA repertoire of different blood compounds. BMC Genomics 2014; 15:474. [PMID: 24928098 PMCID: PMC4076980 DOI: 10.1186/1471-2164-15-474] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 06/06/2014] [Indexed: 12/20/2022] Open
Abstract
Background MiRNAs from body fluids gain more and more attraction as biomarker candidates. Besides serum, patterns from whole blood are increasingly considered as markers for human pathologies. Usually, the contribution of different cell types to the respective signature remains however unknown. In this study we provide insights into the human miRNome of different compounds of the blood including CD3, CD14, CD15, CD19, CD56 positive cells as well as exosomes. Methods We measured the miRNA repertoire for each cell type and whole blood for two individuals at three time points over the course of one year in order to provide evidence that the cell type miRNomes can be reproducibly detected. Results For measurements repeated after 24 hours we found on average correlation of 0.97, even after one year profiles still correlated with 0.96, demonstrating the enormous stability of the cell type specific miRNomes. Highest correlation was found for CD15 positive cells, exceeding Pearson correlation of 0.99. For exosomes a significantly higher variability of miRNA expression was detected. In order to estimate the complexity and variability of the cell type specific miRNomes, we generated profiles for all considered cell types in a total of seven unaffected individuals. While CD15 positive cells showed the most complex miRNome consisting of 328 miRNAs, we detected significantly less miRNAs (186, p = 1.5*10-5) in CD19 positive cells. Moreover, our analysis showed functional enrichment in many relevant categories such as onco-miRNAs and tumor miRNA suppressors. Interestingly, exosomes were enriched just for onco-miRNAs but not for miRNA tumor suppressors. Conclusion In sum, our results provide evidence that blood cell type specific miRNomes are very consistent between individuals and over time.
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Affiliation(s)
| | | | | | | | - Andreas Keller
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany.
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Christofidou-Solomidou M, Pietrofesa R, Arguiri E, McAlexander MA, Witwer KW. Dietary flaxseed modulates the miRNA profile in irradiated and non-irradiated murine lungs: a novel mechanism of tissue radioprotection by flaxseed. Cancer Biol Ther 2014; 15:930-7. [PMID: 24755684 DOI: 10.4161/cbt.28905] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
INTRODUCTION Dietary flaxseed (FS) displays antioxidant and anti-inflammatory properties in preclinical models of lung disease including radiation-induced pneumonopathy, however the mechanisms of lung radioprotection are incompletely understood. MicroRNAs (miRNAs) are short oligonucleotides that act as important posttranscriptional regulators of diverse networks including inflammatory response networks. Responses of miRNA profiles to diet and radiation exposure have been reported, but the potential contribution of miRNAs to diet-related radioprotection has never been tested. METHODS In this exploratory pilot study, mice were fed 10% FS or a 0% FS isocaloric control diet and exposed to a single-fraction 13.5 Gy thoracic X-ray radiation treatment (XRT). Lung RNA was extracted 48 h post-XRT and small RNAs profiled by OpenArray. RESULTS FS significantly modulated expression of multiple miRNAs, including 7 with P<0.001. miR-150 was downregulated approximately 2.9-fold in the FS groups and is disproportionately integrated into immune response-related networks. Although few miRNAs were significantly changed by radiation, interaction between diet and radiation was observed. For example, miR-29c was greatly downregulated in the FS/Control group (10- to 50-fold) but slightly upregulated in the FS/radiation group. Compared with FS/control, the FS/radiation group experienced a 50% decrease of the p53-responsive miR-34a, which regulates senescence- and apoptosis-related factors. CONCLUSIONS FS induced significant changes in lung miRNA profile suggesting that modulation of small RNA by dietary supplements may represent a novel strategy to prevent adverse side-effects of thoracic radiotherapy. This pilot study provides insight into a potential mechanism of flaxseed's radioprotection and provides a useful model-system to further explore and optimize such small RNA-based therapies.
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Affiliation(s)
- Melpo Christofidou-Solomidou
- Department of Medicine, Pulmonary Allergy and Critical Care Division; Perelman School of Medicine; University of Pennsylvania; Philadelphia, PA USA
| | - Ralph Pietrofesa
- Department of Medicine, Pulmonary Allergy and Critical Care Division; Perelman School of Medicine; University of Pennsylvania; Philadelphia, PA USA
| | - Evguenia Arguiri
- Department of Medicine, Pulmonary Allergy and Critical Care Division; Perelman School of Medicine; University of Pennsylvania; Philadelphia, PA USA
| | - Melissa A McAlexander
- Department of Molecular and Comparative Pathobiology; Johns Hopkins University School of Medicine; Baltimore, MD USA
| | - Kenneth W Witwer
- Department of Molecular and Comparative Pathobiology; Johns Hopkins University School of Medicine; Baltimore, MD USA
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