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A new paradigm for leprosy diagnosis based on host gene expression

Transcriptional profiling is a powerful tool to investigate and detect human diseases. In this study, we used bulk RNA-sequencing (RNA-Seq) to compare the transcriptomes in skin lesions of leprosy patients or controls affected by other dermal conditions such as granuloma annulare, a confounder for p...

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Autores principales: Leal-Calvo, Thyago, Avanzi, Charlotte, Mendes, Mayara Abud, Benjak, Andrej, Busso, Philippe, Pinheiro, Roberta Olmo, Sarno, Euzenir Nunes, Cole, Stewart Thomas, Moraes, Milton Ozório
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8568100/
https://www.ncbi.nlm.nih.gov/pubmed/34695167
http://dx.doi.org/10.1371/journal.ppat.1009972
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author Leal-Calvo, Thyago
Avanzi, Charlotte
Mendes, Mayara Abud
Benjak, Andrej
Busso, Philippe
Pinheiro, Roberta Olmo
Sarno, Euzenir Nunes
Cole, Stewart Thomas
Moraes, Milton Ozório
author_facet Leal-Calvo, Thyago
Avanzi, Charlotte
Mendes, Mayara Abud
Benjak, Andrej
Busso, Philippe
Pinheiro, Roberta Olmo
Sarno, Euzenir Nunes
Cole, Stewart Thomas
Moraes, Milton Ozório
author_sort Leal-Calvo, Thyago
collection PubMed
description Transcriptional profiling is a powerful tool to investigate and detect human diseases. In this study, we used bulk RNA-sequencing (RNA-Seq) to compare the transcriptomes in skin lesions of leprosy patients or controls affected by other dermal conditions such as granuloma annulare, a confounder for paucibacillary leprosy. We identified five genes capable of accurately distinguishing multibacillary and paucibacillary leprosy from other skin conditions. Indoleamine 2,3-dioxygenase 1 (IDO1) expression alone was highly discriminatory, followed by TLR10, BLK, CD38, and SLAMF7, whereas the HS3ST2 and CD40LG mRNA separated multi- and paucibacillary leprosy. Finally, from the main differentially expressed genes (DEG) and enriched pathways, we conclude that paucibacillary disease is characterized by epithelioid transformation and granuloma formation, with an exacerbated cellular immune response, while multibacillary leprosy features epithelial-mesenchymal transition with phagocytic and lipid biogenesis patterns in the skin. These findings will help catalyze the development of better diagnostic tools and potential host-based therapeutic interventions. Finally, our data may help elucidate host-pathogen interplay driving disease clinical manifestations.
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spelling pubmed-85681002021-11-05 A new paradigm for leprosy diagnosis based on host gene expression Leal-Calvo, Thyago Avanzi, Charlotte Mendes, Mayara Abud Benjak, Andrej Busso, Philippe Pinheiro, Roberta Olmo Sarno, Euzenir Nunes Cole, Stewart Thomas Moraes, Milton Ozório PLoS Pathog Research Article Transcriptional profiling is a powerful tool to investigate and detect human diseases. In this study, we used bulk RNA-sequencing (RNA-Seq) to compare the transcriptomes in skin lesions of leprosy patients or controls affected by other dermal conditions such as granuloma annulare, a confounder for paucibacillary leprosy. We identified five genes capable of accurately distinguishing multibacillary and paucibacillary leprosy from other skin conditions. Indoleamine 2,3-dioxygenase 1 (IDO1) expression alone was highly discriminatory, followed by TLR10, BLK, CD38, and SLAMF7, whereas the HS3ST2 and CD40LG mRNA separated multi- and paucibacillary leprosy. Finally, from the main differentially expressed genes (DEG) and enriched pathways, we conclude that paucibacillary disease is characterized by epithelioid transformation and granuloma formation, with an exacerbated cellular immune response, while multibacillary leprosy features epithelial-mesenchymal transition with phagocytic and lipid biogenesis patterns in the skin. These findings will help catalyze the development of better diagnostic tools and potential host-based therapeutic interventions. Finally, our data may help elucidate host-pathogen interplay driving disease clinical manifestations. Public Library of Science 2021-10-25 /pmc/articles/PMC8568100/ /pubmed/34695167 http://dx.doi.org/10.1371/journal.ppat.1009972 Text en © 2021 Leal-Calvo et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Leal-Calvo, Thyago
Avanzi, Charlotte
Mendes, Mayara Abud
Benjak, Andrej
Busso, Philippe
Pinheiro, Roberta Olmo
Sarno, Euzenir Nunes
Cole, Stewart Thomas
Moraes, Milton Ozório
A new paradigm for leprosy diagnosis based on host gene expression
title A new paradigm for leprosy diagnosis based on host gene expression
title_full A new paradigm for leprosy diagnosis based on host gene expression
title_fullStr A new paradigm for leprosy diagnosis based on host gene expression
title_full_unstemmed A new paradigm for leprosy diagnosis based on host gene expression
title_short A new paradigm for leprosy diagnosis based on host gene expression
title_sort new paradigm for leprosy diagnosis based on host gene expression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8568100/
https://www.ncbi.nlm.nih.gov/pubmed/34695167
http://dx.doi.org/10.1371/journal.ppat.1009972
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