Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensis
Localized cutaneous leishmaniasis (LCL) is a chronic disease characterized by ulcerated skin lesion(s) and uncontrolled inflammation. The mechanisms underlying the pathogenesis of LCL are not completely understood, and little is known about posttranscriptional regulation during LCL. MicroRNAs (miRNA...
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doaj-ce8a10e534d34e13bb85feebfab44da02020-11-25T01:06:40ZengFrontiers Media S.A.Frontiers in Immunology1664-32242018-04-01910.3389/fimmu.2018.00640301934Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensisSara Nunes0Sara Nunes1Icaro Bonyek Silva2Icaro Bonyek Silva3Mariana Rosa Ampuero4Mariana Rosa Ampuero5Almério Libório Lopes de Noronha6Lígia Correia Lima de Souza7Thaizza Cavalcante Correia8Ricardo Khouri9Ricardo Khouri10Viviane Sampaio Boaventura11Viviane Sampaio Boaventura12Aldina Barral13Aldina Barral14Pablo Ivan Pereira Ramos15Pablo Ivan Pereira Ramos16Cláudia Brodskyn17Cláudia Brodskyn18Pablo Rafael Silveira Oliveira19Pablo Rafael Silveira Oliveira20Natalia Machado Tavares21Natalia Machado Tavares22Oswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilLaboratório de Anatomia Patológica, Feira de Santana, BrazilFederal University of Bahia, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilCentre for Data and Knowledge Integration for Health (CIDACS), FIOCRUZ, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilFederal University of Bahia, Salvador, BrazilCentre for Data and Knowledge Integration for Health (CIDACS), FIOCRUZ, Salvador, BrazilOswaldo Cruz Foundation, Gonçalo Moniz Institute, FIOCRUZ, Salvador, BrazilFederal University of Bahia, Salvador, BrazilLocalized cutaneous leishmaniasis (LCL) is a chronic disease characterized by ulcerated skin lesion(s) and uncontrolled inflammation. The mechanisms underlying the pathogenesis of LCL are not completely understood, and little is known about posttranscriptional regulation during LCL. MicroRNAs (miRNAs) are non-coding small RNAs that regulate gene expression and can be implicated in the pathogenesis of LCL. We investigated the involvement of miRNAs and their targets genes in human LCL using publicly available transcriptome data sets followed by ex vivo validation. Initial analysis highlighted that miRNA expression is altered during LCL, as patients clustered separately from controls. Joint analysis identified eight high confidence miRNAs that had altered expression (−1.5 ≤ fold change ≥ 1.5; p < 0.05) between cutaneous ulcers and uninfected skin. We found that the expression of miR-193b and miR-671 are greatly associated with their target genes, CD40 and TNFR, indicating the important role of these miRNAs in the expression of genes related to the inflammatory response observed in LCL. In addition, network analysis revealed that miR-193b, miR-671, and TREM1 correlate only in patients who show faster wound healing (up to 59 days) and not in patients who require longer cure times (more than 60 days). Given that these miRNAs are associated with control of inflammation and healing time, our findings reveal that they might influence the pathogenesis and prognosis of LCL.http://journal.frontiersin.org/article/10.3389/fimmu.2018.00640/fullLeishmania braziliensismicroRNAskintranscriptomeTREM-1human leishmaniasis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sara Nunes Sara Nunes Icaro Bonyek Silva Icaro Bonyek Silva Mariana Rosa Ampuero Mariana Rosa Ampuero Almério Libório Lopes de Noronha Lígia Correia Lima de Souza Thaizza Cavalcante Correia Ricardo Khouri Ricardo Khouri Viviane Sampaio Boaventura Viviane Sampaio Boaventura Aldina Barral Aldina Barral Pablo Ivan Pereira Ramos Pablo Ivan Pereira Ramos Cláudia Brodskyn Cláudia Brodskyn Pablo Rafael Silveira Oliveira Pablo Rafael Silveira Oliveira Natalia Machado Tavares Natalia Machado Tavares |
spellingShingle |
Sara Nunes Sara Nunes Icaro Bonyek Silva Icaro Bonyek Silva Mariana Rosa Ampuero Mariana Rosa Ampuero Almério Libório Lopes de Noronha Lígia Correia Lima de Souza Thaizza Cavalcante Correia Ricardo Khouri Ricardo Khouri Viviane Sampaio Boaventura Viviane Sampaio Boaventura Aldina Barral Aldina Barral Pablo Ivan Pereira Ramos Pablo Ivan Pereira Ramos Cláudia Brodskyn Cláudia Brodskyn Pablo Rafael Silveira Oliveira Pablo Rafael Silveira Oliveira Natalia Machado Tavares Natalia Machado Tavares Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensis Frontiers in Immunology Leishmania braziliensis microRNA skin transcriptome TREM-1 human leishmaniasis |
author_facet |
Sara Nunes Sara Nunes Icaro Bonyek Silva Icaro Bonyek Silva Mariana Rosa Ampuero Mariana Rosa Ampuero Almério Libório Lopes de Noronha Lígia Correia Lima de Souza Thaizza Cavalcante Correia Ricardo Khouri Ricardo Khouri Viviane Sampaio Boaventura Viviane Sampaio Boaventura Aldina Barral Aldina Barral Pablo Ivan Pereira Ramos Pablo Ivan Pereira Ramos Cláudia Brodskyn Cláudia Brodskyn Pablo Rafael Silveira Oliveira Pablo Rafael Silveira Oliveira Natalia Machado Tavares Natalia Machado Tavares |
author_sort |
Sara Nunes |
title |
Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensis |
title_short |
Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensis |
title_full |
Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensis |
title_fullStr |
Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensis |
title_full_unstemmed |
Integrated Analysis Reveals That miR-193b, miR-671, and TREM-1 Correlate With a Good Response to Treatment of Human Localized Cutaneous Leishmaniasis Caused by Leishmania braziliensis |
title_sort |
integrated analysis reveals that mir-193b, mir-671, and trem-1 correlate with a good response to treatment of human localized cutaneous leishmaniasis caused by leishmania braziliensis |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Immunology |
issn |
1664-3224 |
publishDate |
2018-04-01 |
description |
Localized cutaneous leishmaniasis (LCL) is a chronic disease characterized by ulcerated skin lesion(s) and uncontrolled inflammation. The mechanisms underlying the pathogenesis of LCL are not completely understood, and little is known about posttranscriptional regulation during LCL. MicroRNAs (miRNAs) are non-coding small RNAs that regulate gene expression and can be implicated in the pathogenesis of LCL. We investigated the involvement of miRNAs and their targets genes in human LCL using publicly available transcriptome data sets followed by ex vivo validation. Initial analysis highlighted that miRNA expression is altered during LCL, as patients clustered separately from controls. Joint analysis identified eight high confidence miRNAs that had altered expression (−1.5 ≤ fold change ≥ 1.5; p < 0.05) between cutaneous ulcers and uninfected skin. We found that the expression of miR-193b and miR-671 are greatly associated with their target genes, CD40 and TNFR, indicating the important role of these miRNAs in the expression of genes related to the inflammatory response observed in LCL. In addition, network analysis revealed that miR-193b, miR-671, and TREM1 correlate only in patients who show faster wound healing (up to 59 days) and not in patients who require longer cure times (more than 60 days). Given that these miRNAs are associated with control of inflammation and healing time, our findings reveal that they might influence the pathogenesis and prognosis of LCL. |
topic |
Leishmania braziliensis microRNA skin transcriptome TREM-1 human leishmaniasis |
url |
http://journal.frontiersin.org/article/10.3389/fimmu.2018.00640/full |
work_keys_str_mv |
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