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Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study
Early diagnosis of leprosy is challenging, particularly its inflammatory reactions, the major cause of irreversible neuropathy in leprosy. Current diagnostics cannot identify which patients are at risk of developing reactions. This study assessed blood RNA expression levels as potential biomarkers f...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6884598/ https://www.ncbi.nlm.nih.gov/pubmed/31784594 http://dx.doi.org/10.1038/s41598-019-54213-y |
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author | Tió-Coma, Maria van Hooij, Anouk Bobosha, Kidist van der Ploeg-van Schip, Jolien J. Banu, Sayera Khadge, Saraswoti Thapa, Pratibha Kunwar, Chhatra B. Goulart, Isabela M. Bekele, Yonas Hagge, Deanna A. Moraes, Milton O. Teles, Rosane M. B. Pinheiro, Roberta Olmo van Zwet, Erik W. Goeman, Jelle J. Aseffa, Abraham Haks, Mariëlle C. Ottenhoff, Tom H. M. Modlin, Robert L. Geluk, Annemieke |
author_facet | Tió-Coma, Maria van Hooij, Anouk Bobosha, Kidist van der Ploeg-van Schip, Jolien J. Banu, Sayera Khadge, Saraswoti Thapa, Pratibha Kunwar, Chhatra B. Goulart, Isabela M. Bekele, Yonas Hagge, Deanna A. Moraes, Milton O. Teles, Rosane M. B. Pinheiro, Roberta Olmo van Zwet, Erik W. Goeman, Jelle J. Aseffa, Abraham Haks, Mariëlle C. Ottenhoff, Tom H. M. Modlin, Robert L. Geluk, Annemieke |
author_sort | Tió-Coma, Maria |
collection | PubMed |
description | Early diagnosis of leprosy is challenging, particularly its inflammatory reactions, the major cause of irreversible neuropathy in leprosy. Current diagnostics cannot identify which patients are at risk of developing reactions. This study assessed blood RNA expression levels as potential biomarkers for leprosy. Prospective cohorts of newly diagnosed leprosy patients, including reactions, and healthy controls were recruited in Bangladesh, Brazil, Ethiopia and Nepal. RNA expression in 1,090 whole blood samples was determined for 103 target genes for innate and adaptive immune profiling by dual color Reverse-Transcription Multiplex Ligation-dependent Probe Amplification (dcRT-MLPA) followed by cluster analysis. We identified transcriptomic biomarkers associated with leprosy disease, different leprosy phenotypes as well as high exposure to Mycobacterium leprae which respectively allow improved diagnosis and classification of leprosy patients and detection of infection. Importantly, a transcriptomic signature of risk for reversal reactions consisting of five genes (CCL2, CD8A, IL2, IL15 and MARCO) was identified based on cross-sectional comparison of RNA expression. In addition, intra-individual longitudinal analyses of leprosy patients before, during and after treatment of reversal reactions, indicated that several IFN-induced genes increased significantly at onset of reaction whereas IL15 decreased. This multi-site study, situated in four leprosy endemic areas, demonstrates the potential of host transcriptomic biomarkers as correlates of risk for leprosy. Importantly, a prospective five-gene signature for reversal reactions could predict reversal reactions at least 2 weeks before onset. Thus, transcriptomic biomarkers provide promise for early detection of these acute inflammatory episodes and thereby help prevent permanent neuropathy and disability in leprosy patients. |
format | Online Article Text |
id | pubmed-6884598 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68845982019-12-06 Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study Tió-Coma, Maria van Hooij, Anouk Bobosha, Kidist van der Ploeg-van Schip, Jolien J. Banu, Sayera Khadge, Saraswoti Thapa, Pratibha Kunwar, Chhatra B. Goulart, Isabela M. Bekele, Yonas Hagge, Deanna A. Moraes, Milton O. Teles, Rosane M. B. Pinheiro, Roberta Olmo van Zwet, Erik W. Goeman, Jelle J. Aseffa, Abraham Haks, Mariëlle C. Ottenhoff, Tom H. M. Modlin, Robert L. Geluk, Annemieke Sci Rep Article Early diagnosis of leprosy is challenging, particularly its inflammatory reactions, the major cause of irreversible neuropathy in leprosy. Current diagnostics cannot identify which patients are at risk of developing reactions. This study assessed blood RNA expression levels as potential biomarkers for leprosy. Prospective cohorts of newly diagnosed leprosy patients, including reactions, and healthy controls were recruited in Bangladesh, Brazil, Ethiopia and Nepal. RNA expression in 1,090 whole blood samples was determined for 103 target genes for innate and adaptive immune profiling by dual color Reverse-Transcription Multiplex Ligation-dependent Probe Amplification (dcRT-MLPA) followed by cluster analysis. We identified transcriptomic biomarkers associated with leprosy disease, different leprosy phenotypes as well as high exposure to Mycobacterium leprae which respectively allow improved diagnosis and classification of leprosy patients and detection of infection. Importantly, a transcriptomic signature of risk for reversal reactions consisting of five genes (CCL2, CD8A, IL2, IL15 and MARCO) was identified based on cross-sectional comparison of RNA expression. In addition, intra-individual longitudinal analyses of leprosy patients before, during and after treatment of reversal reactions, indicated that several IFN-induced genes increased significantly at onset of reaction whereas IL15 decreased. This multi-site study, situated in four leprosy endemic areas, demonstrates the potential of host transcriptomic biomarkers as correlates of risk for leprosy. Importantly, a prospective five-gene signature for reversal reactions could predict reversal reactions at least 2 weeks before onset. Thus, transcriptomic biomarkers provide promise for early detection of these acute inflammatory episodes and thereby help prevent permanent neuropathy and disability in leprosy patients. Nature Publishing Group UK 2019-11-29 /pmc/articles/PMC6884598/ /pubmed/31784594 http://dx.doi.org/10.1038/s41598-019-54213-y Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Tió-Coma, Maria van Hooij, Anouk Bobosha, Kidist van der Ploeg-van Schip, Jolien J. Banu, Sayera Khadge, Saraswoti Thapa, Pratibha Kunwar, Chhatra B. Goulart, Isabela M. Bekele, Yonas Hagge, Deanna A. Moraes, Milton O. Teles, Rosane M. B. Pinheiro, Roberta Olmo van Zwet, Erik W. Goeman, Jelle J. Aseffa, Abraham Haks, Mariëlle C. Ottenhoff, Tom H. M. Modlin, Robert L. Geluk, Annemieke Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study |
title | Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study |
title_full | Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study |
title_fullStr | Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study |
title_full_unstemmed | Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study |
title_short | Whole blood RNA signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study |
title_sort | whole blood rna signatures in leprosy patients identify reversal reactions before clinical onset: a prospective, multicenter study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6884598/ https://www.ncbi.nlm.nih.gov/pubmed/31784594 http://dx.doi.org/10.1038/s41598-019-54213-y |
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