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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Main Authors: Sara Nunes, Icaro Bonyek Silva, Mariana Rosa Ampuero, Almério Libório Lopes de Noronha, Lígia Correia Lima de Souza, Thaizza Cavalcante Correia, Ricardo Khouri, Viviane Sampaio Boaventura, Aldina Barral, Pablo Ivan Pereira Ramos, Cláudia Brodskyn, Pablo Rafael Silveira Oliveira, Natalia Machado Tavares
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-04-01
Series:Frontiers in Immunology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fimmu.2018.00640/full
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spelling 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
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