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Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV
BACKGROUND: Biomarkers correlating with Mycobacterium tuberculosis infection activity/burden in asymptomatic individuals are urgently needed to identify and treat those at highest risk for developing active tuberculosis (TB). Our main objective was to identify plasma host protein biomarkers that cha...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8718743/ https://www.ncbi.nlm.nih.gov/pubmed/34968761 http://dx.doi.org/10.1016/j.ebiom.2021.103787 |
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author | Singer, Sarah N. Ndumnego, Okechukwu C. Kim, Ryung S. Ndung'u, Thumbi Anastos, Kathryn French, Audrey Churchyard, Gavin Paramithiothis, Eustache Kasprowicz, Victoria O. Achkar, Jacqueline M. |
author_facet | Singer, Sarah N. Ndumnego, Okechukwu C. Kim, Ryung S. Ndung'u, Thumbi Anastos, Kathryn French, Audrey Churchyard, Gavin Paramithiothis, Eustache Kasprowicz, Victoria O. Achkar, Jacqueline M. |
author_sort | Singer, Sarah N. |
collection | PubMed |
description | BACKGROUND: Biomarkers correlating with Mycobacterium tuberculosis infection activity/burden in asymptomatic individuals are urgently needed to identify and treat those at highest risk for developing active tuberculosis (TB). Our main objective was to identify plasma host protein biomarkers that change over time prior to developing TB in people living with HIV (PLHIV). METHODS: Using multiplex MRM-MS, we investigated host protein expressions from 2 years before until time of TB diagnosis in longitudinally collected (every 3-6 months) and stored plasma from PLHIV with incident TB, identified within a South African (SA) and US cohort. We performed temporal trend and discriminant analyses for proteins, and, to assure clinical relevance, we further compared protein levels at TB diagnosis to interferon-gamma release assay (IGRA; SA) or tuberculin-skin test (TST; US) positive and negative cohort subjects without TB. SA and US exploratory data were analyzed separately. FINDINGS: We identified 15 proteins in the SA (n=30) and 10 in the US (n=24) incident TB subjects which both changed from 2 years prior until time of TB diagnosis after controlling for 10% false discovery rate, and were significantly different at time of TB diagnosis compared to non-TB subjects (p<0.01). Five proteins, CD14, A2GL, NID1, SCTM1, and A1AG1, overlapped between both cohorts. Furthermore, after cross-validation, panels of 5 – 12 proteins were able to predict TB up to two years before diagnosis. INTERPRETATION: Host proteins can be biomarkers for increasing Mycobacterium tuberculosis infection activity/burden, incipient TB, and predict TB development in PLHIV. FUNDING: NIH/NIAID AI117927, AI146329, and AI127173 to JMA. |
format | Online Article Text |
id | pubmed-8718743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-87187432022-01-06 Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV Singer, Sarah N. Ndumnego, Okechukwu C. Kim, Ryung S. Ndung'u, Thumbi Anastos, Kathryn French, Audrey Churchyard, Gavin Paramithiothis, Eustache Kasprowicz, Victoria O. Achkar, Jacqueline M. EBioMedicine Article BACKGROUND: Biomarkers correlating with Mycobacterium tuberculosis infection activity/burden in asymptomatic individuals are urgently needed to identify and treat those at highest risk for developing active tuberculosis (TB). Our main objective was to identify plasma host protein biomarkers that change over time prior to developing TB in people living with HIV (PLHIV). METHODS: Using multiplex MRM-MS, we investigated host protein expressions from 2 years before until time of TB diagnosis in longitudinally collected (every 3-6 months) and stored plasma from PLHIV with incident TB, identified within a South African (SA) and US cohort. We performed temporal trend and discriminant analyses for proteins, and, to assure clinical relevance, we further compared protein levels at TB diagnosis to interferon-gamma release assay (IGRA; SA) or tuberculin-skin test (TST; US) positive and negative cohort subjects without TB. SA and US exploratory data were analyzed separately. FINDINGS: We identified 15 proteins in the SA (n=30) and 10 in the US (n=24) incident TB subjects which both changed from 2 years prior until time of TB diagnosis after controlling for 10% false discovery rate, and were significantly different at time of TB diagnosis compared to non-TB subjects (p<0.01). Five proteins, CD14, A2GL, NID1, SCTM1, and A1AG1, overlapped between both cohorts. Furthermore, after cross-validation, panels of 5 – 12 proteins were able to predict TB up to two years before diagnosis. INTERPRETATION: Host proteins can be biomarkers for increasing Mycobacterium tuberculosis infection activity/burden, incipient TB, and predict TB development in PLHIV. FUNDING: NIH/NIAID AI117927, AI146329, and AI127173 to JMA. Elsevier 2021-12-27 /pmc/articles/PMC8718743/ /pubmed/34968761 http://dx.doi.org/10.1016/j.ebiom.2021.103787 Text en © 2021 The Authors https://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 | Article Singer, Sarah N. Ndumnego, Okechukwu C. Kim, Ryung S. Ndung'u, Thumbi Anastos, Kathryn French, Audrey Churchyard, Gavin Paramithiothis, Eustache Kasprowicz, Victoria O. Achkar, Jacqueline M. Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV |
title | Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV |
title_full | Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV |
title_fullStr | Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV |
title_full_unstemmed | Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV |
title_short | Plasma host protein biomarkers correlating with increasing Mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with HIV |
title_sort | plasma host protein biomarkers correlating with increasing mycobacterium tuberculosis infection activity prior to tuberculosis diagnosis in people living with hiv |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8718743/ https://www.ncbi.nlm.nih.gov/pubmed/34968761 http://dx.doi.org/10.1016/j.ebiom.2021.103787 |
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