Extracellular vesicles derived microRNAs as non-invasive markers of liver fibrosis in chronically infected HCV patients: a pilot study

Extracellular vesicles (EVs) are an increasingly promising tool for liquid biopsy in liver diseases. Hepatitis C Virus (HCV) infection, alone or together with Human Immunodeficiency Virus (HIV) infection significantly impacts on the microRNA (miRNA) EVs content resembling chronic hepatitis C (CHC) progression. The objective of the study was to delve into the intricate EVs-miRNA profiles in CHC patients with different liver fibrosis stages, aiming to pinpoint non-invasive markers capable of distinguishing significant fibrosis. Plasma EV-miRNAs from 50 CHC patients (HCV+ and HCV+/HIV+) stratified in no significant (F < 2) and significant (F ≥ 2) fibrosis, were massively sequenced. General linear models (GLM) were used to identify significantly differential expressed (SDE) miRNAs according to liver fibrosis stages (F ≥ 2 and F < 2). Dysregulated biological pathways were subsequently analyzed <i>in silico</i> for the following groups: i) all patients; ii) HCV+; and iii) HCV+/HIV+. Multiple-ordered logistic regression analysis was performed to develop a score to identify F ≥ 2 cases. The diagnostic potential of both the SDE miRNAs and the developed score was assessed using ROC curve analysis. With respect to all CHC patients, two SDE miRNAs (hsa-miR-122-5p and hsa-miR-92a-3p) were identified which regulate genes related to cytoskeleton organization. Regarding their diagnostic performance to discriminate F ≥ 2, both miRNAs individually demonstrated acceptable diagnostic values. However, their combined use in a new score enhanced their diagnostic performance (AUROC = 0.833). In the HCV+ subgroup, 8 SDE miRNAs (hsa-miR-122-5p, hsa-miR-320c, hsa-miR-3615, hsa-miR-320a-3p, hsa-miR-374b-5p, hsa-let-7a-3p, hsa-miR-199a-5p, hsa-miR-142-5p), which regulate macrophage activity and cell growth/death regulation, were recognized. Among them, hsa-miR-3615 displayed the highest diagnostic performance to discriminate F ≥ 2 (AUROC = 0.936). With respect to HCV+/HIV+, 18 SDE miRNAs (hsa-miR-4508, hsa-miR-122-5p, hsa-miR-451a, hsa-miR-1290, hsa-miR-1246, hsa-miR-107, hsa-miR-15b-5p, hsa-miR-194-5p, hsa-miR-22-5p, hsa-miR-20b-5p, hsa-miR-142-5p, hsa-miR-328-3p, hsa-miR-335-3p, hsa-miR-125a-5p, hsa-miR-423-3p, hsa-let-7d-3p, hsa-miR-128-3p, hsa-miR-10a-5p) were recognized that regulate RNA silencing processes. In this case, hsa-miR-423-3p and hsa-miR-128-3p showed outstanding diagnostic performances (AUROC > 0.900). Distinct EVs-miRNA profiles were identified in patients with varying liver fibrosis stages, both in the overall CHC cohort and within HCV+ and HCV+/HIV+ subgroups. These specific miRNA signatures would allow the elucidation of potential mechanisms involved in clinical evolution and identification of specific biomarkers of unfavorable progression, plausible to be used in a diagnostic panel. Furthermore, the developed score demonstrates the ability to discriminate within the CHC group those individuals with significant fibrosis regardless of their HIV infection status.

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Journal
Non-coding RNA Research
Published
2025-03-05
DOI
https://doi.org/10.1016/j.ncrna.2025.03.004
Citations
3
Primary Topic
Extracellular vesicles in disease
Type
article
Field-Weighted Citation Impact
2.42
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article

Extracellular vesicles derived microRNAs as non-invasive markers of liver fibrosis in chronically infected HCV patients: a pilot study

María Victoria Preciado, Lourdes Domínguez, Amanda Fernández‐Rodríguez, Elena De Matteo et al.
3 citations
Non-coding RNA Research
Extracellular vesicles in disease
2.42
article

Extracellular vesicles derived microRNAs as non-invasive markers of liver fibrosis in chronically infected HCV patients: a pilot study

María Victoria Preciado, Lourdes Domínguez, Amanda Fernández‐Rodríguez, Elena De Matteo, Ignacio de los Santos, Verónica Briz, Daniel Valle‐Millares, Beatriz Ameigeiras, Pablo Ryan, Victoria Cairoli, Luz Martı́n-Carbonero, Pamela Valva, Marcela De Sousa
article en
3 citations

Abstract

Extracellular vesicles (EVs) are an increasingly promising tool for liquid biopsy in liver diseases. Hepatitis C Virus (HCV) infection, alone or together with Human Immunodeficiency Virus (HIV) infection significantly impacts on the microRNA (miRNA) EVs content resembling chronic hepatitis C (CHC) progression. The objective of the study was to delve into the intricate EVs-miRNA profiles in CHC patients with different liver fibrosis stages, aiming to pinpoint non-invasive markers capable of distinguishing significant fibrosis. Plasma EV-miRNAs from 50 CHC patients (HCV+ and HCV+/HIV+) stratified in no significant (F < 2) and significant (F ≥ 2) fibrosis, were massively sequenced. General linear models (GLM) were used to identify significantly differential expressed (SDE) miRNAs according to liver fibrosis stages (F ≥ 2 and F < 2). Dysregulated biological pathways were subsequently analyzed <i>in silico</i> for the following groups: i) all patients; ii) HCV+; and iii) HCV+/HIV+. Multiple-ordered logistic regression analysis was performed to develop a score to identify F ≥ 2 cases. The diagnostic potential of both the SDE miRNAs and the developed score was assessed using ROC curve analysis. With respect to all CHC patients, two SDE miRNAs (hsa-miR-122-5p and hsa-miR-92a-3p) were identified which regulate genes related to cytoskeleton organization. Regarding their diagnostic performance to discriminate F ≥ 2, both miRNAs individually demonstrated acceptable diagnostic values. However, their combined use in a new score enhanced their diagnostic performance (AUROC = 0.833). In the HCV+ subgroup, 8 SDE miRNAs (hsa-miR-122-5p, hsa-miR-320c, hsa-miR-3615, hsa-miR-320a-3p, hsa-miR-374b-5p, hsa-let-7a-3p, hsa-miR-199a-5p, hsa-miR-142-5p), which regulate macrophage activity and cell growth/death regulation, were recognized. Among them, hsa-miR-3615 displayed the highest diagnostic performance to discriminate F ≥ 2 (AUROC = 0.936). With respect to HCV+/HIV+, 18 SDE miRNAs (hsa-miR-4508, hsa-miR-122-5p, hsa-miR-451a, hsa-miR-1290, hsa-miR-1246, hsa-miR-107, hsa-miR-15b-5p, hsa-miR-194-5p, hsa-miR-22-5p, hsa-miR-20b-5p, hsa-miR-142-5p, hsa-miR-328-3p, hsa-miR-335-3p, hsa-miR-125a-5p, hsa-miR-423-3p, hsa-let-7d-3p, hsa-miR-128-3p, hsa-miR-10a-5p) were recognized that regulate RNA silencing processes. In this case, hsa-miR-423-3p and hsa-miR-128-3p showed outstanding diagnostic performances (AUROC > 0.900). Distinct EVs-miRNA profiles were identified in patients with varying liver fibrosis stages, both in the overall CHC cohort and within HCV+ and HCV+/HIV+ subgroups. These specific miRNA signatures would allow the elucidation of potential mechanisms involved in clinical evolution and identification of specific biomarkers of unfavorable progression, plausible to be used in a diagnostic panel. Furthermore, the developed score demonstrates the ability to discriminate within the CHC group those individuals with significant fibrosis regardless of their HIV infection status.

Non-coding RNA ResearchVol. 12
Consejo Nacional de Investigaciones Científicas y Técnicas (AR), Hospital Universitario La Paz (ES), Instituto de Salud Carlos III (ES), Research Institute Hospital 12 de Octubre (ES), Centro Nacional de Microbiologia (ES), Hospital Ramos Mejía (AR), Hospital La Paz Institute for Health Research (ES), Centro de Investigación Biomédica en Red (ES), Hospital Universitario de La Princesa (ES), Unidad Funcional de Investigación de Enfermedades Crónicas (ES), Hospital Universitario Infanta Leonor (ES)
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Openalex Percentile: Top 13%
Extracellular vesicles in disease
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