Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1784594361901645824 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8568100 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lealcalvothyago anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT avanzicharlotte anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT mendesmayaraabud anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT benjakandrej anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT bussophilippe anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT pinheirorobertaolmo anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT sarnoeuzenirnunes anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT colestewartthomas anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT moraesmiltonozorio anewparadigmforleprosydiagnosisbasedonhostgeneexpression AT lealcalvothyago newparadigmforleprosydiagnosisbasedonhostgeneexpression AT avanzicharlotte newparadigmforleprosydiagnosisbasedonhostgeneexpression AT mendesmayaraabud newparadigmforleprosydiagnosisbasedonhostgeneexpression AT benjakandrej newparadigmforleprosydiagnosisbasedonhostgeneexpression AT bussophilippe newparadigmforleprosydiagnosisbasedonhostgeneexpression AT pinheirorobertaolmo newparadigmforleprosydiagnosisbasedonhostgeneexpression AT sarnoeuzenirnunes newparadigmforleprosydiagnosisbasedonhostgeneexpression AT colestewartthomas newparadigmforleprosydiagnosisbasedonhostgeneexpression AT moraesmiltonozorio newparadigmforleprosydiagnosisbasedonhostgeneexpression |