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A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy
BACKGROUND: Immune activation is a strong predictor of disease progression in HIV infection. Combinatorial plasma biomarker signatures that represent surrogate markers of immune activation in both viremic and aviremic HIV patients on combination antiretroviral therapy (cART) have not been defined. H...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3281899/ https://www.ncbi.nlm.nih.gov/pubmed/22363505 http://dx.doi.org/10.1371/journal.pone.0030881 |
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author | Kamat, Anupa Misra, Vikas Cassol, Edana Ancuta, Petronela Yan, Zhenyu Li, Cheng Morgello, Susan Gabuzda, Dana |
author_facet | Kamat, Anupa Misra, Vikas Cassol, Edana Ancuta, Petronela Yan, Zhenyu Li, Cheng Morgello, Susan Gabuzda, Dana |
author_sort | Kamat, Anupa |
collection | PubMed |
description | BACKGROUND: Immune activation is a strong predictor of disease progression in HIV infection. Combinatorial plasma biomarker signatures that represent surrogate markers of immune activation in both viremic and aviremic HIV patients on combination antiretroviral therapy (cART) have not been defined. Here, we identify a plasma inflammatory biomarker signature that distinguishes between both viremic and aviremic HIV patients on cART and healthy controls and examine relationships of this signature to markers of disease progression. METHODS: Multiplex profiling and ELISA were used to detect 15 cytokines/chemokines, soluble IL-2R (sIL-2R), and soluble CD14 (sCD14) in plasma from 57 HIV patients with CD4 nadir <300 cells/µl and 29 healthy controls. Supervised and unsupervised analyses were used to identify biomarkers explaining variance between groups defined by HIV status or drug abuse. Relationships between biomarkers and disease markers were examined by Spearman correlation. RESULTS: The majority (91%) of HIV subjects were on cART, with 38% having undetectable viral loads (VL). Hierarchical clustering identified a biomarker cluster in plasma consisting of two interferon-stimulated gene products (CXCL9 and CXCL10), T cell activation marker (sIL-2R), and monocyte activation marker (sCD14) that distinguished both viremic and aviremic HIV patients on cART from controls (p<0.0001) and were top-ranked in variables important in projection plots. IL-12 and CCL4 were also elevated in viremic and aviremic patients compared to controls (p<0.05). IL-12 correlated with IFNα, IFNγ, CXCL9, and sIL-2R (p<0.05). CXCL10 correlated positively with plasma VL and percentage of CD16+ monocytes, and inversely with CD4 count (p = 0.001, <0.0001, and 0.04, respectively). CONCLUSION: A plasma inflammatory biomarker signature consisting of CXCL9, CXCL10, sIL-2R, and sCD14 may be useful as a surrogate marker to monitor immune activation in both viremic and aviremic HIV patients on cART during disease progression and therapeutic responses. |
format | Online Article Text |
id | pubmed-3281899 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-32818992012-02-23 A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy Kamat, Anupa Misra, Vikas Cassol, Edana Ancuta, Petronela Yan, Zhenyu Li, Cheng Morgello, Susan Gabuzda, Dana PLoS One Research Article BACKGROUND: Immune activation is a strong predictor of disease progression in HIV infection. Combinatorial plasma biomarker signatures that represent surrogate markers of immune activation in both viremic and aviremic HIV patients on combination antiretroviral therapy (cART) have not been defined. Here, we identify a plasma inflammatory biomarker signature that distinguishes between both viremic and aviremic HIV patients on cART and healthy controls and examine relationships of this signature to markers of disease progression. METHODS: Multiplex profiling and ELISA were used to detect 15 cytokines/chemokines, soluble IL-2R (sIL-2R), and soluble CD14 (sCD14) in plasma from 57 HIV patients with CD4 nadir <300 cells/µl and 29 healthy controls. Supervised and unsupervised analyses were used to identify biomarkers explaining variance between groups defined by HIV status or drug abuse. Relationships between biomarkers and disease markers were examined by Spearman correlation. RESULTS: The majority (91%) of HIV subjects were on cART, with 38% having undetectable viral loads (VL). Hierarchical clustering identified a biomarker cluster in plasma consisting of two interferon-stimulated gene products (CXCL9 and CXCL10), T cell activation marker (sIL-2R), and monocyte activation marker (sCD14) that distinguished both viremic and aviremic HIV patients on cART from controls (p<0.0001) and were top-ranked in variables important in projection plots. IL-12 and CCL4 were also elevated in viremic and aviremic patients compared to controls (p<0.05). IL-12 correlated with IFNα, IFNγ, CXCL9, and sIL-2R (p<0.05). CXCL10 correlated positively with plasma VL and percentage of CD16+ monocytes, and inversely with CD4 count (p = 0.001, <0.0001, and 0.04, respectively). CONCLUSION: A plasma inflammatory biomarker signature consisting of CXCL9, CXCL10, sIL-2R, and sCD14 may be useful as a surrogate marker to monitor immune activation in both viremic and aviremic HIV patients on cART during disease progression and therapeutic responses. Public Library of Science 2012-02-17 /pmc/articles/PMC3281899/ /pubmed/22363505 http://dx.doi.org/10.1371/journal.pone.0030881 Text en Kamat et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Kamat, Anupa Misra, Vikas Cassol, Edana Ancuta, Petronela Yan, Zhenyu Li, Cheng Morgello, Susan Gabuzda, Dana A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy |
title | A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy |
title_full | A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy |
title_fullStr | A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy |
title_full_unstemmed | A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy |
title_short | A Plasma Biomarker Signature of Immune Activation in HIV Patients on Antiretroviral Therapy |
title_sort | plasma biomarker signature of immune activation in hiv patients on antiretroviral therapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3281899/ https://www.ncbi.nlm.nih.gov/pubmed/22363505 http://dx.doi.org/10.1371/journal.pone.0030881 |
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