Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in context

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...

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Main Authors: Santanu Biswas, Mohan Haleyurgirisetty, Sherwin Lee, Indira Hewlett, Krishnakumar Devadas
Format: Article
Language:English
Published: Elsevier 2019-05-01
Series:EBioMedicine
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396419302622
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spelling doaj-66e6334ddeb54058aa62fe4dc67383912020-11-25T02:16:35ZengElsevierEBioMedicine2352-39642019-05-0143307316Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in contextSantanu Biswas0Mohan Haleyurgirisetty1Sherwin Lee2Indira Hewlett3Krishnakumar Devadas4Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USALaboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USALaboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USACorresponding authors.; Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USACorresponding authors.; Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USABackground: 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 (PeHIV-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 (PE) with AUC 0·999 (0·995–1·000), 100% sensitivity and 95·8% specificity. Interpretation: The miRNA panel, PeHIV-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. Keywords: Early HIV-1, Acute HIV-1, Plasma miRNA and circulatory biomarkerhttp://www.sciencedirect.com/science/article/pii/S2352396419302622
collection DOAJ
language English
format Article
sources DOAJ
author Santanu Biswas
Mohan Haleyurgirisetty
Sherwin Lee
Indira Hewlett
Krishnakumar Devadas
spellingShingle Santanu Biswas
Mohan Haleyurgirisetty
Sherwin Lee
Indira Hewlett
Krishnakumar Devadas
Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in context
EBioMedicine
author_facet Santanu Biswas
Mohan Haleyurgirisetty
Sherwin Lee
Indira Hewlett
Krishnakumar Devadas
author_sort Santanu Biswas
title Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in context
title_short Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in context
title_full Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in context
title_fullStr Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in context
title_full_unstemmed Development and validation of plasma miRNA biomarker signature panel for the detection of early HIV-1 infectionResearch in context
title_sort development and validation of plasma mirna biomarker signature panel for the detection of early hiv-1 infectionresearch in context
publisher Elsevier
series EBioMedicine
issn 2352-3964
publishDate 2019-05-01
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 (PeHIV-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 (PE) with AUC 0·999 (0·995–1·000), 100% sensitivity and 95·8% specificity. Interpretation: The miRNA panel, PeHIV-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. Keywords: Early HIV-1, Acute HIV-1, Plasma miRNA and circulatory biomarker
url http://www.sciencedirect.com/science/article/pii/S2352396419302622
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