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Llorens-Revull M, Martínez-González B, Quer J, Esteban JI, Núñez-Moreno G, Mínguez P, Burgui I, Ramos-Ruíz R, Soria ME, Rico A, Riveiro-Barciela M, Sauleda S, Piron M, Corrales I, Borràs FE, Rodríguez-Frías F, Rando A, Ramírez-Serra C, Camós S, Domingo E, Bes M, Perales C, Costafreda MI. Comparison of Extracellular Vesicle Isolation Methods for miRNA Sequencing. Int J Mol Sci 2023; 24:12183. [PMID: 37569568 PMCID: PMC10418926 DOI: 10.3390/ijms241512183] [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: 06/02/2023] [Revised: 07/24/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
MicroRNAs (miRNAs) encapsulated in extracellular vesicles (EVs) are potential diagnostic and prognostic biomarkers. However, discrepancies in miRNA patterns and their validation are still frequent due to differences in sample origin, EV isolation, and miRNA sequencing methods. The aim of the present study is to find a reliable EV isolation method for miRNA sequencing, adequate for clinical application. To this aim, two comparative studies were performed in parallel with the same human plasma sample: (i) isolation and characterization of EVs obtained using three procedures: size exclusion chromatography (SEC), iodixanol gradient (GRAD), and its combination (SEC+GRAD) and (ii) evaluation of the yield of miRNA sequences obtained using NextSeq 500 (Illumina) and three miRNA library preparation protocols: NEBNext, NEXTFlex, and SMARTer smRNA-seq. The conclusion of comparison (i) is that recovery of the largest amount of EVs and reproducibility were attained with SEC, but GRAD and SEC+GRAD yielded purer EV preparations. The conclusion of (ii) is that the NEBNext library showed the highest reproducibility in the number of miRNAs recovered and the highest diversity of miRNAs. These results render the combination of GRAD EV isolation and NEBNext library preparation for miRNA retrieval as adequate for clinical applications using plasma samples.
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Affiliation(s)
- Meritxell Llorens-Revull
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaza Cívica, 08193 Bellaterra, Spain
| | - Brenda Martínez-González
- Department of Clinical Microbiology, IIS-Fundación Jiménez Díaz, UAM, Av. Reyes Católicos 2, 28040 Madrid, Spain
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología (CNB-CSIC), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain
| | - Josep Quer
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaza Cívica, 08193 Bellaterra, Spain
| | - Juan Ignacio Esteban
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaza Cívica, 08193 Bellaterra, Spain
| | - Gonzalo Núñez-Moreno
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Bioinformatics Unit, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Pablo Mínguez
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Bioinformatics Unit, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Idoia Burgui
- Unidad de Genómica, “Scientific Park of Madrid”, Campus de Cantoblanco, 28049 Madrid, Spain
| | - Ricardo Ramos-Ruíz
- Unidad de Genómica, “Scientific Park of Madrid”, Campus de Cantoblanco, 28049 Madrid, Spain
| | - María Eugenia Soria
- Department of Clinical Microbiology, IIS-Fundación Jiménez Díaz, UAM, Av. Reyes Católicos 2, 28040 Madrid, Spain
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), 28049 Madrid, Spain
| | - Angie Rico
- Transfusion Safety Laboratory, Blood and Tissue Bank of Catalonia (BST), 08005 Barcelona, Spain
| | - Mar Riveiro-Barciela
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaza Cívica, 08193 Bellaterra, Spain
| | - Silvia Sauleda
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Transfusion Safety Laboratory, Blood and Tissue Bank of Catalonia (BST), 08005 Barcelona, Spain
- Transfusional Medicine, Vall d’Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - María Piron
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Transfusion Safety Laboratory, Blood and Tissue Bank of Catalonia (BST), 08005 Barcelona, Spain
- Transfusional Medicine, Vall d’Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - Irene Corrales
- Transfusional Medicine, Vall d’Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
- Congenital Coagulopathies Laboratory, Banc de Sang i Teixits (BST), 08005 Barcelona, Spain
- CIBER de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Francesc E. Borràs
- REMAR-IVECAT Group, Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, 08916 Badalona, Spain
- Nephrology Unit, Germans Trias i Pujol University Hospital, 08916 Badalona, Spain
- Department of Cell Biology, Physiology & Immunology, Universitat Autònoma de Barcelona (UAB), 08193 Barcelona, Spain
| | - Francisco Rodríguez-Frías
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Basic Sciences, Universitat Internacional de Catalunya, Sant Cugat del Vallès, 08195 Barcelona, Spain
- Clinical Biochemistry Research Group, Vall d’Hebron Research Institute (VHIR), Biochemical Core Facilities, Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
| | - Ariadna Rando
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Clinical Biochemistry Research Group, Vall d’Hebron Research Institute (VHIR), Biochemical Core Facilities, Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
- Microbiology Department Vall d’Hebron University Hospital, Barcelona Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
| | - Clara Ramírez-Serra
- Clinical Biochemistry Research Group, Vall d’Hebron Research Institute (VHIR), Biochemical Core Facilities, Vall d’Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain
| | - Silvia Camós
- Clinical Biochemistry Laboratory, ICS-IAS Girona Clinical Laboratory, Doctor Josep Trueta University Hospital, 17007 Girona, Spain
| | - Esteban Domingo
- Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), 28049 Madrid, Spain
| | - Marta Bes
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Transfusion Safety Laboratory, Blood and Tissue Bank of Catalonia (BST), 08005 Barcelona, Spain
- Transfusional Medicine, Vall d’Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - Celia Perales
- Department of Clinical Microbiology, IIS-Fundación Jiménez Díaz, UAM, Av. Reyes Católicos 2, 28040 Madrid, Spain
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología (CNB-CSIC), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain
| | - Maria Isabel Costafreda
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Enteric Virus Laboratory, Department of Genetics, Microbiology and Statistics, School of Biology, Institute of Nutrition and Safety, University of Barcelona (UB), 08007 Barcelona, Spain
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Lara-Aguilar V, Crespo-Bermejo C, Llamas-Adán M, Grande-García S, Cortijo-Alfonso ME, Martín-Carbonero L, Domínguez L, Ryan P, de Los Santos I, Bartolomé-Sanchez S, Valle-Millares D, Jiménez-Sousa MÁ, Briz V, Fernández-Rodríguez A. HCV spontaneous clearers showed low senescence profile in people living with HIV under long ART. J Med Virol 2023; 95:e28955. [PMID: 37465865 DOI: 10.1002/jmv.28955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 05/30/2023] [Accepted: 06/29/2023] [Indexed: 07/20/2023]
Abstract
Coinfection with hepatitis C virus (HCV) and human immunodeficiency virus (HIV) increases immune activation, inflammation, and oxidative stress that could lead to premature senescence. Different HCV infections, either acute or chronic infection, could lead to distinct premature cellular senescence in people living with HIV (PLWHIV). Observational study in 116 PLWHIV under antiretroviral treatment with different HCV status: (i) n = 45 chronically infected with HCV (CHC); (ii) n = 36 individuals who spontaneously clarify HCV (SC); (iii) n = 35 HIV controls. Oxidative stress biomarkers were analyzed at lipid, DNA, protein, and nitrates levels, as well as antioxidant capacity and glutathione reductase enzyme. Replicative senescence was evaluated by relative telomere length (RTL) measurement. Additionally, 26 markers of Senescence-Associated Secretory Phenotype (SASP) were analyzed by multiplex immunoassays (Luminex xMAP technology). Differences were evaluated by generalized linear model (GLMs) adjusted by most significant covariates. The SC group had a senescence signature similar to the HIV control group and slightly lower SASP levels. However, significant differences were observed with respect to the CHC group, where an increase in the nitrate concentration [adjusted arithmetic mean ratio, aAMR = 1.73 (1.27-2.35), p < 0.001, q = 0.009] and the secretion of 13 SASP-associated factors [granulocyte macrophage colony-stimulating factor (GM-CSF), interferon-β, interleukin (IL)-1β, IL-2, IL-8, IL-13, tumor necrosis factor (TNF)-α, IL-1α, IL-1RA, IL-7, IL-15, C-X-C motif chemokine ligand 10 (IP-10), stem cell factor (SCF); q < 0.1)] was detected. The CHC group also showed higher values of IL-1α, IP-10, and placental growth factor 1 (PIGF-1) than HIV controls. The SC group showed a slightly lower senescence profile than the HIV group, which could indicate a more efficient control of viral-induced senescence due to their immune strengths. Chronic HCV infection in PLWHIV led to an increase in nitrate and elevated SASP biomarkers favoring the establishment of viral persistence.
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Affiliation(s)
- Violeta Lara-Aguilar
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | - Celia Crespo-Bermejo
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | - Manuel Llamas-Adán
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | - Sergio Grande-García
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | - María Engracia Cortijo-Alfonso
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | | | - Lourdes Domínguez
- VIH Unit, Internal Medicine Service, Doce de Octubre Hospital Biomedical Research Institute (imas12), Madrid, Spain
- King's College London University, London, UK
| | - Pablo Ryan
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Institute of Health Carlos III, Madrid, Spain
- Department of Infectious Diseases, HIV/Hepatitis Internal Medicine Service, Infanta Leonor University Hospital, Madrid, España
| | - Ignacio de Los Santos
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Institute of Health Carlos III, Madrid, Spain
- Internal Medicine-Infectious Diseases Service, La Princesa University Hospital, Madrid, España
| | - Sofía Bartolomé-Sanchez
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | - Daniel Valle-Millares
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | - María Ángeles Jiménez-Sousa
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Institute of Health Carlos III, Madrid, Spain
| | - Verónica Briz
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
| | - Amanda Fernández-Rodríguez
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Majadahonda, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Institute of Health Carlos III, Madrid, Spain
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Specific Plasma MicroRNA Signatures Underlying the Clinical Outcomes of Hepatitis E Virus Infection. Microbiol Spectr 2023; 11:e0466422. [PMID: 36695578 PMCID: PMC9927377 DOI: 10.1128/spectrum.04664-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
The pathogenic mechanisms determining the diverse clinical outcomes of HEV infection (e.g., self-limiting versus chronic or symptomatic versus asymptomatic) are not yet understood. Because specific microRNA signatures during viral infection inform the cellular processes involved in virus replication and pathogenesis, we investigated plasma microRNA profiles in 44 subjects, including patients with symptomatic acute (AHE, n = 7) and chronic (CHE, n = 6) hepatitis E, blood donors with asymptomatic infection (HEV BDs, n = 9), and anti-HEV IgG+ IgM- (exposed BDs, n = 10) and anti-HEV IgG- IgM- (naive BDs, n = 12) healthy blood donors. By measuring the abundance of 179 microRNAs in AHE patients and naive BDs by reverse transcription-quantitative PCR (RT-qPCR), we identified 51 potential HEV-regulated microRNAs (P value adjusted for multiple testing by the Benjamini-Hochberg correction [PBH] < 0.05). Further analysis showed that HEV genotype 3 infection is associated with miR-122, miR-194, miR-885, and miR-30a upregulation and miR-221, miR-223, and miR-27a downregulation. AHE patients showed significantly higher levels of miR-122 and miR-194 and lower levels of miR-221, miR-27a, and miR-335 than HEV BDs. This specific microRNA signature in AHE could promote virus replication and reduce antiviral immune responses, contributing to the development of clinical symptoms. We found that miR-194, miR-335, and miR-221 can discriminate between asymptomatic HEV infections and those developing acute symptoms, whereas miR-335 correctly classifies AHE and CHE patients. Our data suggest that diverse outcomes of HEV infection result from different HEV-induced microRNA dysregulations. The specific microRNA signatures described offer novel information that may serve to develop biomarkers of HEV infection outcomes and improve our understanding of HEV pathogenesis, which may facilitate the identification of antiviral targets. IMPORTANCE There is increasing evidence that viruses dysregulate the expression and/or secretion of microRNAs to promote viral replication, immune evasion, and pathogenesis. In this study, we evaluated the change in microRNA abundance in patients with acute or chronic HEV infection and asymptomatic HEV-infected blood donors. Our results suggest that different HEV-induced microRNA dysregulations may contribute to the diverse clinical manifestations of HEV infection. The specific microRNA signatures identified in this study hold potential as predictive markers of HEV infection outcomes, which would improve the clinical management of hepatitis E patients, particularly of those developing severe symptoms or chronic infections. Furthermore, this study provides new insights into HEV pathogenesis that may serve to identify antiviral targets, which would have a major impact because no effective treatments are yet available.
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Kaur N, Goyal G, Garg R, Tapasvi C, Chawla S, Kaur R. Potential role of noninvasive biomarkers during liver fibrosis. World J Hepatol 2021; 13:1919-1935. [DOI: 10.4254/wjh.v13.i12.1919 kaur n, goyal g, garg r, tapasvi c, chawla s, kaur r. potential role of noninvasive biomarkers during liver fibrosis. world j hepatol 2021; 13(12): 1919-1935 [pmid: 35069998 doi: 10.4254/wjh.v13.i12.1919]] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/06/2024] Open
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Kaur N, Goyal G, Garg R, Tapasvi C, Chawla S, Kaur R. Potential role of noninvasive biomarkers during liver fibrosis. World J Hepatol 2021; 13:1919-1935. [PMID: 35069998 PMCID: PMC8727215 DOI: 10.4254/wjh.v13.i12.1919] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 06/18/2021] [Accepted: 09/02/2021] [Indexed: 02/06/2023] Open
Abstract
Various types of liver disease exist, such as hepatitis and alcoholic liver disease. These liver diseases can result in scarring of liver tissue, cirrhosis, and finally liver failure. During liver fibrosis, there is an excess and disorganized accumulation of extracellular matrix (ECM) components which cause the loss of normal liver cell functions. For patients with chronic liver disease, fibrosis prediction is an essential part of the assessment and management. To diagnose liver fibrosis, several invasive and noninvasive markers have been proposed. However, the adoption of invasive markers remains limited due to their inherent characteristics and poor patient acceptance rate. In contrast, noninvasive markers can expedite the clinical decision through informed judgment about disease stage and prognosis. These noninvasive markers are classified into two types: Imaging techniques and serum biomarkers. However, the diagnostic values of biomarkers associated with liver fibrosis have also been analyzed. For example, the serum levels of ECM proteins can react to either matrix accumulation or degradation. During virus-host interactions, several regulatory steps take place to control gene expression, such as the change in cellular microRNA expression profiles. MicroRNAs are a class of non-coding RNAs (18-20 long nucleotides) that function by post-transcriptional regulation of gene expression. Although various noninvasive markers have been suggested in recent years, certain limitations have restricted their clinical applications. Understanding the potential of non-invasive biomarkers as a therapeutic option to treat liver fibrosis is still in progress.
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Affiliation(s)
- Navneet Kaur
- Department of Biochemistry, Guru Gobind Singh Medical College and Hospital, Baba Farid University of Health Sciences, Faridkot 151203, Punjab, India
| | - Gitanjali Goyal
- Department of Biochemistry, Guru Gobind Singh Medical College and Hospital, Baba Farid University of Health Sciences, Faridkot 151203, Punjab, India
| | - Ravinder Garg
- Department of Medicine, Guru Gobind Singh Medical College and Hospital, Baba Farid University of Health Sciences, Faridkot 151203, Punjab, India
| | - Chaitanya Tapasvi
- Department of Radiodiagnosis, Guru Gobind Singh Medical College and Hospital, Baba Farid University of Health Sciences, Faridkot 151203, Punjab, India
| | - Sonia Chawla
- Department of Biochemistry, Guru Gobind Singh Medical College and Hospital, Baba Farid University of Health Sciences, Faridkot 151203, Punjab, India
| | - Rajneet Kaur
- Department of Biochemistry, Guru Gobind Singh Medical College and Hospital, Baba Farid University of Health Sciences, Faridkot 151203, Punjab, India
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Valle-Millares D, Brochado-Kith Ó, Gómez-Sanz A, Martín-Carbonero L, Ryan P, De Los Santos I, Castro JM, Troya J, Mayoral-Muñoz M, Cuevas G, Martínez-Román P, Sanz-Sanz J, Muñoz-Muñoz M, Jiménez-Sousa MÁ, Resino S, Briz V, Fernández-Rodríguez A. HCV eradication with DAAs differently affects HIV males and females: A whole miRNA sequencing characterization. Biomed Pharmacother 2021; 145:112405. [PMID: 34781145 DOI: 10.1016/j.biopha.2021.112405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/31/2021] [Accepted: 11/03/2021] [Indexed: 12/12/2022] Open
Abstract
Gender-specific consequences after HCV eradication are unexplored. MicroRNAs (miRNAs) play a crucial role in the immune response against viral infections. However, few have highlighted miRNA role in sex-biased disease or therapy response. We aim to assess gender differences reflected in the miRNA expression of HIV/HCV-coinfected patients who achieve sustained virological response (SVR) with direct acting antivirals (DAAs). We conducted a prospective study of miRNA expression in PBMCs from 28 chronic HIV/HCV-coinfected patients (HIV/HCV) at baseline and after achieving SVR with DAAs. Sixteen HIV-monoinfected patients (HIV) and 36 healthy controls (HC) were used as controls. Identification of significant differentially expressed (SDE) miRNAs was performed with generalized linear model and mixed GLMs. We also explored putative dysregulated biological pathways. At baseline, the HIV/HCV patients showed differences in the miRNA profile concerning the HIV group (165 and 102 SDE miRNAs for males and females, respectively). Gender-stratified analysis of HIV/HCV group at baseline versus at SVR achievement showed higher differences in males (80 SDE miRNAs) than in females (55 SDE miRNAs). After SVR, HIV/HCV group showed similar values to HIV individuals, especially in females (1 SDE miRNA). However, ten miRNAs in males remained dysregulated, which were mainly involved in cancer, fatty acid, and inflammatory pathways. Taken together, our results show gender-biased dysregulation in the miRNA expression profile of PBMCs after HCV eradication with DAAs. These differences were normalized in females, while miRNA profile and their target-related pathways in males lack of normalization, which may be related to a high-risk of developing liver-related complications.
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Affiliation(s)
- Daniel Valle-Millares
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain
| | - Óscar Brochado-Kith
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain
| | - Alicia Gómez-Sanz
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain
| | | | - Pablo Ryan
- Internal Medicine Service, Infanta Leonor Teaching Hospital, Madrid, Spain
| | - Ignacio De Los Santos
- Servicio de Medicina Interna-Infecciosas, Hospital Universitario de La Princesa, Madrid, Spain
| | - Juan M Castro
- Hospital La Paz Institute for Health Research (IdiPAZ), Madrid, Spain
| | - Jesús Troya
- Internal Medicine Service, Infanta Leonor Teaching Hospital, Madrid, Spain
| | | | - Guillermo Cuevas
- Internal Medicine Service, Infanta Leonor Teaching Hospital, Madrid, Spain
| | - Paula Martínez-Román
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain
| | - Jesús Sanz-Sanz
- Servicio de Medicina Interna-Infecciosas, Hospital Universitario de La Princesa, Madrid, Spain
| | - María Muñoz-Muñoz
- Department of Animal Breeding, Instituto Nacional de Investigación y Alimentación Agraria y Alimentaria (INIA), Madrid, Spain
| | - María Á Jiménez-Sousa
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain
| | - Salvador Resino
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain
| | - Verónica Briz
- Laboratory of Reference and Research on Viral Hepatitis, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain
| | - Amanda Fernández-Rodríguez
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, Madrid, Spain; Department of Medicine, Alfonso X el Sabio, Villanueva de la Cañada, 28691 Madrid, Spain.
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Valle-Millares D, Brochado-Kith Ó, Martín-Carbonero L, Domínguez-Domínguez L, Ryan P, De los Santos I, De la Fuente S, Castro JM, Lagarde M, Cuevas G, Mayoral-Muñoz M, Matarranz M, Díez V, Gómez-Sanz A, Martínez-Román P, Crespo-Bermejo C, Palladino C, Muñoz-Muñoz M, Jiménez-Sousa MA, Resino S, Briz V, Fernández-Rodríguez A, (COVIHEP) OBOMGOVCHIV. Different HCV Exposure Drives Specific miRNA Profile in PBMCs of HIV Patients. Biomedicines 2021; 9:biomedicines9111627. [PMID: 34829855 PMCID: PMC8615810 DOI: 10.3390/biomedicines9111627] [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: 09/16/2021] [Revised: 10/27/2021] [Accepted: 11/01/2021] [Indexed: 12/11/2022] Open
Abstract
Micro RNAs (miRNAs) are essential players in HIV and HCV infections, as both viruses modulate cellular miRNAs and interact with the miRNA-mediated host response. We aim to analyze the miRNA profile of HIV patients with different exposure to HCV to explore specific signatures in the miRNA profile of PBMCs for each type of infection. We massively sequenced small RNAs of PBMCs from 117 HIV+ infected patients: 45 HIV+ patients chronically infected with HCV (HIV/HCV+), 36 HIV+ that spontaneously clarified HCV after acute infection (HIV/HCV-) and 36 HIV+ patients without previous HCV infection (HIV). Thirty-two healthy patients were used as healthy controls (HC). Differential expression analysis showed significantly differentially expressed (SDE) miRNAs in HIV/HCV+ (n = 153), HIV/HCV- (n = 169) and HIV (n = 153) patients. We found putative dysregulated pathways, such as infectious-related and PI3K signaling pathways, common in all contrasts. Specifically, putatively targeted genes involved in antifolate resistance (HIV/HV+), cancer-related pathways (HIV/HCV-) and HIF-signaling (HIV) were identified, among others. Our findings revealed that HCV strongly influences the expression profile of PBMCs from HIV patients through the disruption of its miRNome. Thus, different HCV exposure can be identified by specific miRNA signatures in PBMCs.
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Affiliation(s)
- Daniel Valle-Millares
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (D.V.-M.); (Ó.B.-K.); (A.G.-S.); (P.M.-R.); (M.A.J.-S.); (S.R.)
| | - Óscar Brochado-Kith
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (D.V.-M.); (Ó.B.-K.); (A.G.-S.); (P.M.-R.); (M.A.J.-S.); (S.R.)
| | - Luz Martín-Carbonero
- Hospital La Paz Institute for Health Research (IdiPAZ), 28046 Madrid, Spain; (L.M.-C.); (J.M.C.); (M.M.-M.)
| | - Lourdes Domínguez-Domínguez
- VIH Servicio de Medicina Interna Research Institute Hospital 12 de Octubre (i+12), 28041 Madrid, Spain; (L.D.-D.); (M.L.); (M.M.)
| | - Pablo Ryan
- Department of Infectious Diseases, Infanta Leonor Teaching Hospital, 28031 Madrid, Spain; (P.R.); (G.C.); (V.D.)
| | - Ignacio De los Santos
- Internal Medicine Servicie Hospital Universitario de La Princesa, 28006 Madrid, Spain;
| | - Sara De la Fuente
- Internal Medicine Service Hospital Puerta de Hierro, 28222 Madrid, Spain;
| | - Juan M. Castro
- Hospital La Paz Institute for Health Research (IdiPAZ), 28046 Madrid, Spain; (L.M.-C.); (J.M.C.); (M.M.-M.)
| | - María Lagarde
- VIH Servicio de Medicina Interna Research Institute Hospital 12 de Octubre (i+12), 28041 Madrid, Spain; (L.D.-D.); (M.L.); (M.M.)
| | - Guillermo Cuevas
- Department of Infectious Diseases, Infanta Leonor Teaching Hospital, 28031 Madrid, Spain; (P.R.); (G.C.); (V.D.)
| | - Mario Mayoral-Muñoz
- Hospital La Paz Institute for Health Research (IdiPAZ), 28046 Madrid, Spain; (L.M.-C.); (J.M.C.); (M.M.-M.)
| | - Mariano Matarranz
- VIH Servicio de Medicina Interna Research Institute Hospital 12 de Octubre (i+12), 28041 Madrid, Spain; (L.D.-D.); (M.L.); (M.M.)
| | - Victorino Díez
- Department of Infectious Diseases, Infanta Leonor Teaching Hospital, 28031 Madrid, Spain; (P.R.); (G.C.); (V.D.)
| | - Alicia Gómez-Sanz
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (D.V.-M.); (Ó.B.-K.); (A.G.-S.); (P.M.-R.); (M.A.J.-S.); (S.R.)
| | - Paula Martínez-Román
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (D.V.-M.); (Ó.B.-K.); (A.G.-S.); (P.M.-R.); (M.A.J.-S.); (S.R.)
| | - Celia Crespo-Bermejo
- Laboratory of Reference and Research on Viral Hepatitis, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (C.C.-B.); (V.B.)
| | - Claudia Palladino
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisbon, Portugal;
| | - María Muñoz-Muñoz
- Department of Animal Genetics, Instituto Nacional de Investigación y Alimentación Agraria y Alimentaria (INIA), 28040 Madrid, Spain;
| | - María A. Jiménez-Sousa
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (D.V.-M.); (Ó.B.-K.); (A.G.-S.); (P.M.-R.); (M.A.J.-S.); (S.R.)
| | - Salvador Resino
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (D.V.-M.); (Ó.B.-K.); (A.G.-S.); (P.M.-R.); (M.A.J.-S.); (S.R.)
| | - Verónica Briz
- Laboratory of Reference and Research on Viral Hepatitis, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (C.C.-B.); (V.B.)
| | - Amanda Fernández-Rodríguez
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, 28220 Majadahonda, Madrid, Spain; (D.V.-M.); (Ó.B.-K.); (A.G.-S.); (P.M.-R.); (M.A.J.-S.); (S.R.)
- Faculty of Medicine, Universidad Alfonso X el Sabio, Avenida Universidad 1, 28691 Villanueva de la Cañada, Madrid, Spain
- Correspondence: ; Tel.: +34-918-223-892
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Cabezas J, García F, Calleja Panero JL, Buti M, Molero García JM, Blasco AJ, Lázaro de Mercado P, Crespo J. Principles for implementing a population screening strategy for hepatitis C in Spain. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2021; 112:64-70. [PMID: 31880160 DOI: 10.17235/reed.2019.6768/2019] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND hepatitis C, besides health impairment, results in significant loss of productivity and diminished quality of life, and noticeably contributes to health expenditure increases. Because of all this, the Spanish Ministry of Health (Ministerio de Sanidad, Consumo y Bienestar Social - MSCBS) implemented in 2015 a strategic plan for managing hepatitis C (Plan Estratégico para el Abordaje de la Hepatitis C - PEAHC) within the National Health System. However, the PEAHC includes no screening plan. The MSCBS developed a framework document on population screening (Documento Marco sobre Cribado Poblacional) that defines the criteria a disease must meet in order to consider implementing a screening program. Specifically, it defines 4 criteria related to the health issue, 4 related to the screening test, and 3 criteria dealing with diagnosis confirmation and treatment. OBJECTIVE to identify whether there is scientific evidence to support hepatitis C meeting the criteria to be considered a disease qualifying for a population screening strategy in Spain. METHODS a literature search for scientific evidence concerning each required criterion for implementing a population screening plan for hepatitis C in Spain. RESULTS sufficient scientific evidence was found to support hepatitis C meeting the criteria required by the MSCBS for the implementation of a population screening program. CONCLUSIONS according to the available scientific evidence, hepatitis C in Spain meets the required criteria to qualify for consideration of population screening plan.
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Affiliation(s)
- Joaquín Cabezas
- Aparato Digestivo/Unidad de Hepatología, Hospital Universitario Marqués de Valdecilla, España
| | - Federico García
- Servicio de Microbiología, Hospital Universitario San Cecilio. Instituto de Investigación Ibs
| | - José Luis Calleja Panero
- Servicio de Gastroenterología y Hepatología, Hospital Universitario Puerta de Hierro Majadahonda
| | - María Buti
- Servicio de Aparato Digestivo, Hospital Universitari Vall d´Hebron
| | | | | | | | - Javier Crespo
- Servicio de Aparato Digestivo, Hospital Universitario Marqués de Valdecilla, 39002
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Moradi M, Mozafari F, Hosseini S, Rafiee R, Ghasemi F. A concise review on impacts of microRNAs in biology and medicine of hepatitis C virus. GENE REPORTS 2020. [DOI: 10.1016/j.genrep.2020.100761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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10
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Ayala-Suárez R, Díez-Fuertes F, Calonge E, De La Torre Tarazona HE, Gracia-Ruíz de Alda M, Capa L, Alcamí J. Insight in miRNome of Long-Term Non-Progressors and Elite Controllers Exposes Potential RNAi Role in Restraining HIV-1 Infection. J Clin Med 2020; 9:jcm9082452. [PMID: 32751854 PMCID: PMC7464121 DOI: 10.3390/jcm9082452] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/17/2020] [Accepted: 07/29/2020] [Indexed: 12/14/2022] Open
Abstract
Long-term non-progressors (LTNP) and elite controllers (EC) represent spontaneous natural models of efficient HIV-1 response in the absence of treatment. The main purposes of this work are to describe the miRNome of HIV-1 infected patients with different extreme phenotypes and identify potentially altered pathways regulated by differentially expressed (DE) miRNAs. The miRNomes from peripheral blood mononuclear cells (PBMCs) of dual phenotype EC-LTNP or LTNP with detectable viremia and HIV-infected patients with typical progression before and after treatment, were obtained through miRNA-Seq and compared among them. The administration of treatment produces 18 DE miRNAs in typical progressors. LTNP condition shows 14 DE miRNA when compared to typical progressors, allowing LTNP phenotype differentiation. A set of four miRNAs: miR-144-3p, miR-18a-5p, miR-451a, and miR-324 is strongly downregulated in LTNP and related to protein regulation as AKT, mTOR, ERK or IKK, involved in immune response pathways. Deregulation of 28 miRNA is observed between EC-LTNP and viremic-LTNP, including previously described anti-HIV miRNAs: miR-29a, associated with LTNP phenotype, and miR-155, targeting different pre-integration complexes such as ADAM10 and TNPO3. A holistic perspective of the changes observed in the miRNome of patients with different phenotypes of HIV-control and non-progression is provided.
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Affiliation(s)
- Rubén Ayala-Suárez
- AIDS Immunopathology Unit, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, 28220 Madrid, Spain; (R.A.-S.); (E.C.); (H.E.D.L.T.T.); (L.C.)
| | - Francisco Díez-Fuertes
- AIDS Immunopathology Unit, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, 28220 Madrid, Spain; (R.A.-S.); (E.C.); (H.E.D.L.T.T.); (L.C.)
- HIV Unit, Hospital Clínic de Barcelona, 08036 Barcelona, Spain
- Correspondence: (F.D.-F.); (J.A.); Tel.: +34-91-822-3234 (F.D.-F.); +34-91-822-3943 (J.A.)
| | - Esther Calonge
- AIDS Immunopathology Unit, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, 28220 Madrid, Spain; (R.A.-S.); (E.C.); (H.E.D.L.T.T.); (L.C.)
| | - Humberto Erick De La Torre Tarazona
- AIDS Immunopathology Unit, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, 28220 Madrid, Spain; (R.A.-S.); (E.C.); (H.E.D.L.T.T.); (L.C.)
| | - María Gracia-Ruíz de Alda
- Sección de Enfermedades Infecciosas, Medicina Interna, Complejo Hospitalario de Navarra, 31008 Pamplona, Spain;
| | - Laura Capa
- AIDS Immunopathology Unit, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, 28220 Madrid, Spain; (R.A.-S.); (E.C.); (H.E.D.L.T.T.); (L.C.)
| | - José Alcamí
- AIDS Immunopathology Unit, National Center for Microbiology, Institute of Health Carlos III, Majadahonda, 28220 Madrid, Spain; (R.A.-S.); (E.C.); (H.E.D.L.T.T.); (L.C.)
- HIV Unit, Hospital Clínic de Barcelona, 08036 Barcelona, Spain
- Correspondence: (F.D.-F.); (J.A.); Tel.: +34-91-822-3234 (F.D.-F.); +34-91-822-3943 (J.A.)
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11
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Expression Profiles of Exosomal MicroRNAs from HEV- and HCV-Infected Blood Donors and Patients: A Pilot Study. Viruses 2020; 12:v12080833. [PMID: 32751663 PMCID: PMC7472156 DOI: 10.3390/v12080833] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 07/20/2020] [Accepted: 07/28/2020] [Indexed: 12/11/2022] Open
Abstract
Exosomes seem to play an important role in hepatits C virus (HCV) and hepatitis E virus (HEV) infection by shielding their cargo from the host immune responses, with microRNAs being key exosomal components. Little is known about their involvement in a mixed HCV/HEV infection or at the early stages of infection, such as in asymptomatic blood donors (BDs). To obtain preliminary data, we have compared the exosomal microRNA expression profiles in four each of HCV RNA-positive, HEV RNA-positive and negative blood donors and four patients, one of whom was a rare patient with HCV/HEV co-infection. Exosomes were purified from sera by a combination of a precipitation and density gradient centrifugation and exosomal microRNA was analysed using Taqman array cards. Out of 33 deregulated miRNAs, miR-885-5p and miR-365 were upregulated in HCV BDs, miR-627-5p was downregulated in HCV BD and miR-221 was downregulated in HCV patients and BDs. In HEV infection, miR-526b appeared specifically downregulated. Six miRNAs (miR-628-3p, miR-194, miR-151-3p, miR-512-3p, miR-335 and miR-590) indicated a potential involvement in both infections. First time preliminary data on pre- and post-antiviral treatment exosomal microRNA profiles of the HEV/HCV co-infected patient revealed a pool of 77 upregulated and 43 downregulated miRNAs to be further investigated for their potential roles in these viral infections.
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12
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Martínez-González E, Brochado-Kith Ó, Gómez-Sanz A, Martín-Carbonero L, Jimenez-Sousa MÁ, Martínez-Román P, Resino S, Briz V, Fernández-Rodríguez A. Comparison of methods and characterization of small RNAs from plasma extracellular vesicles of HIV/HCV coinfected patients. Sci Rep 2020; 10:11140. [PMID: 32636456 PMCID: PMC7341746 DOI: 10.1038/s41598-020-67935-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Accepted: 05/27/2020] [Indexed: 02/07/2023] Open
Abstract
Hepatitis C virus (HCV) and human immunodeficiency virus (HIV) hijack the host exosomal machinery as an additional mechanism of infection and evasion of the immune system, modifying the small RNA (smRNA) cargo during infection. We characterized the surface epitopes of extracellular vesicles (EVs) from plasma HIV/HCV-coinfected patients and their smRNA cargo profile, by comparing different isolation procedures. Six EVs isolation procedures were compared: ultracentrifugation, and five different polyethylene glycol-based methods (commercial, combined with a column purification step and two custom); and two RNA commercial kits (phenol and non-phenol based) were used. High-throughput sequencing of smRNAs was performed. Exosomal surface epitopes were analyzed by the MACSPlex Exosome Kit. Four miRNAs displayed differences among protocols (hsa-miR-205-5p and hsa-let-7a/b/f-5p). The selection of RNA isolation kit impacted on the detection of miRNAs and other smRNAs, where the phenol-based RNA isolation kit performed acceptably. EVs surface was enriched with HLA-DR/DP/DQ, CD81, and CD8. There were three liver-specific miRNAs overexpressed (let-7a-5p, miR-21-5p and hsa-miR-122-5p), thus, EVs cargo might reflect liver disease evolution. Other smRNAs such as piwi-interacting RNAs were also detected for the first time. Custom polyethylene glycol precipitation-based methods combined with an RNA phenol-based kit yielded the higher number of smRNAs for EVs isolated from plasma HIV/HCV patients.
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Affiliation(s)
- Elena Martínez-González
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain
| | - Óscar Brochado-Kith
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain
| | - Alicia Gómez-Sanz
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain
| | | | - Ma Ángeles Jimenez-Sousa
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain
| | - Paula Martínez-Román
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain
| | - Salvador Resino
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain.
| | - Verónica Briz
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain
| | - Amanda Fernández-Rodríguez
- Unit of Viral Infection and Immunity, National Center for Microbiology, Institute of Health Carlos III, Carretera Majadahonda- Pozuelo, Km 2.2, Majadahonda, 28220, Madrid, Spain.
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