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Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection
BACKGROUND: Accurate laboratory diagnosis of HIV is essential to reduce the risk of HIV-positive individuals transmitting HIV-1 infection. The goal of this study was to identify and assess a panel of host derived plasma miRNAs that could to serve as a prognostic and predictive biomarker to detect ea...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6557912/ https://www.ncbi.nlm.nih.gov/pubmed/31005516 http://dx.doi.org/10.1016/j.ebiom.2019.04.023 |
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author | Biswas, Santanu Haleyurgirisetty, Mohan Lee, Sherwin Hewlett, Indira Devadas, Krishnakumar |
author_facet | Biswas, Santanu Haleyurgirisetty, Mohan Lee, Sherwin Hewlett, Indira Devadas, Krishnakumar |
author_sort | Biswas, Santanu |
collection | PubMed |
description | BACKGROUND: Accurate laboratory diagnosis of HIV is essential to reduce the risk of HIV-positive individuals transmitting HIV-1 infection. The goal of this study was to identify and assess a panel of host derived plasma miRNAs that could to serve as a prognostic and predictive biomarker to detect early/acute HIV-1 infection. METHODS: A total of 372 microRNAs were analyzed in nine plasma samples from HIV-1 infected individuals in the early phase of infection and three healthy controls using the miRNA PCR-array. Seventeen microRNAs were selected and validated in 80 plasma samples from HIV-1 infected individuals in the early phase of infection (20 each of eclipse stage, RNA+ stage, Ag + stage, and Ag + Ab+ stage of HIV-1 patients) and 25 healthy controls. Using the validation study results a plasma miRNA panel was developed and evaluated to detect early/acute HIV-1 infection in 49 blinded samples. FINDING: We identified an miRNA panel (P(eHIV-1)) containing four differentially expressed miRNAs (miR-16-5p, miR-20b-5p, miR-195-5p, and miR-223-3p) that could distinguish early HIV-1 infection from healthy controls with high AUC (1·000[1·00–1·00]), sensitivity (100%), and specificity (100%).We also found that miR-223-3p demonstrates 100% sensitivity and specificity (AUC 1·00[1·00–1·00]) and could distinguish eclipse stage of HIV-1 infection from healthy controls. To detect eclipse stage of HIV-1 infection we also developed a four-miRNA based (miR-16-5p, miR-206, let-7 g-3p, and miR-181c-3p) panel (P(E)) with AUC 0·999 (0·995–1·000), 100% sensitivity and 95·8% specificity. INTERPRETATION: The miRNA panel, P(eHIV-1) is a potential biomarker for detecting early/acute stage of HIV-1infection and could help initiate early antiretroviral treatment, thus preventing the spread of HIV-1 infection. |
format | Online Article Text |
id | pubmed-6557912 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-65579122019-06-14 Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection Biswas, Santanu Haleyurgirisetty, Mohan Lee, Sherwin Hewlett, Indira Devadas, Krishnakumar EBioMedicine Research paper BACKGROUND: Accurate laboratory diagnosis of HIV is essential to reduce the risk of HIV-positive individuals transmitting HIV-1 infection. The goal of this study was to identify and assess a panel of host derived plasma miRNAs that could to serve as a prognostic and predictive biomarker to detect early/acute HIV-1 infection. METHODS: A total of 372 microRNAs were analyzed in nine plasma samples from HIV-1 infected individuals in the early phase of infection and three healthy controls using the miRNA PCR-array. Seventeen microRNAs were selected and validated in 80 plasma samples from HIV-1 infected individuals in the early phase of infection (20 each of eclipse stage, RNA+ stage, Ag + stage, and Ag + Ab+ stage of HIV-1 patients) and 25 healthy controls. Using the validation study results a plasma miRNA panel was developed and evaluated to detect early/acute HIV-1 infection in 49 blinded samples. FINDING: We identified an miRNA panel (P(eHIV-1)) containing four differentially expressed miRNAs (miR-16-5p, miR-20b-5p, miR-195-5p, and miR-223-3p) that could distinguish early HIV-1 infection from healthy controls with high AUC (1·000[1·00–1·00]), sensitivity (100%), and specificity (100%).We also found that miR-223-3p demonstrates 100% sensitivity and specificity (AUC 1·00[1·00–1·00]) and could distinguish eclipse stage of HIV-1 infection from healthy controls. To detect eclipse stage of HIV-1 infection we also developed a four-miRNA based (miR-16-5p, miR-206, let-7 g-3p, and miR-181c-3p) panel (P(E)) with AUC 0·999 (0·995–1·000), 100% sensitivity and 95·8% specificity. INTERPRETATION: The miRNA panel, P(eHIV-1) is a potential biomarker for detecting early/acute stage of HIV-1infection and could help initiate early antiretroviral treatment, thus preventing the spread of HIV-1 infection. Elsevier 2019-04-18 /pmc/articles/PMC6557912/ /pubmed/31005516 http://dx.doi.org/10.1016/j.ebiom.2019.04.023 Text en © 2019 The Authors. Published by Elsevier B.V. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research paper Biswas, Santanu Haleyurgirisetty, Mohan Lee, Sherwin Hewlett, Indira Devadas, Krishnakumar Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection |
title | Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection |
title_full | Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection |
title_fullStr | Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection |
title_full_unstemmed | Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection |
title_short | Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infection |
title_sort | development and validation of plasma mirna biomarker signature panel for the detection of early hiv-1 infection |
topic | Research paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6557912/ https://www.ncbi.nlm.nih.gov/pubmed/31005516 http://dx.doi.org/10.1016/j.ebiom.2019.04.023 |
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