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Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis
Leishmania braziliensis infection frequently results in cutaneous leishmaniasis (CL). An increase in incidence of drug-resistant CL leading to treatment failure has been reported. Identification of reliable predictors of treatment outcomes is necessary to optimize patient care. Here, we performed a...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721649/ https://www.ncbi.nlm.nih.gov/pubmed/33313489 http://dx.doi.org/10.1016/j.isci.2020.101840 |
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author | Malta-Santos, Hayna Fukutani, Kiyoshi F. Sorgi, Carlos A. Queiroz, Artur T.L. Nardini, Viviane Silva, Juliana Lago, Alex Carvalho, Lucas P. Machado, Paulo L.R. Bozza, Patrícia T. França-Costa, Jaqueline Faccioli, Lucia H. Carvalho, Edgar M. Andrade, Bruno B. Borges, Valéria M. |
author_facet | Malta-Santos, Hayna Fukutani, Kiyoshi F. Sorgi, Carlos A. Queiroz, Artur T.L. Nardini, Viviane Silva, Juliana Lago, Alex Carvalho, Lucas P. Machado, Paulo L.R. Bozza, Patrícia T. França-Costa, Jaqueline Faccioli, Lucia H. Carvalho, Edgar M. Andrade, Bruno B. Borges, Valéria M. |
author_sort | Malta-Santos, Hayna |
collection | PubMed |
description | Leishmania braziliensis infection frequently results in cutaneous leishmaniasis (CL). An increase in incidence of drug-resistant CL leading to treatment failure has been reported. Identification of reliable predictors of treatment outcomes is necessary to optimize patient care. Here, we performed a prospective case-control study in which plasma levels of cytokines and lipid mediators were assessed at different time points during antileishmanial therapy in patients with CL from Brazil. Multidimensional analyses were employed to describe a combination of biomarkers able to predict and characterize treatment failure. We found a biosignature influenced mainly by plasma levels of lipid mediators that accurately predicted treatment failure. Furthermore, transcriptomic analysis of a publicly available data set revealed that expression levels of genes related to lipid metabolism measured in skin lesions could distinguish treatment outcomes in CL. Thus, activation of pathways linked to lipid biosynthesis predicts treatment failure in CL. The biomarkers identified may be further explored as therapeutic targets. |
format | Online Article Text |
id | pubmed-7721649 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-77216492020-12-11 Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis Malta-Santos, Hayna Fukutani, Kiyoshi F. Sorgi, Carlos A. Queiroz, Artur T.L. Nardini, Viviane Silva, Juliana Lago, Alex Carvalho, Lucas P. Machado, Paulo L.R. Bozza, Patrícia T. França-Costa, Jaqueline Faccioli, Lucia H. Carvalho, Edgar M. Andrade, Bruno B. Borges, Valéria M. iScience Article Leishmania braziliensis infection frequently results in cutaneous leishmaniasis (CL). An increase in incidence of drug-resistant CL leading to treatment failure has been reported. Identification of reliable predictors of treatment outcomes is necessary to optimize patient care. Here, we performed a prospective case-control study in which plasma levels of cytokines and lipid mediators were assessed at different time points during antileishmanial therapy in patients with CL from Brazil. Multidimensional analyses were employed to describe a combination of biomarkers able to predict and characterize treatment failure. We found a biosignature influenced mainly by plasma levels of lipid mediators that accurately predicted treatment failure. Furthermore, transcriptomic analysis of a publicly available data set revealed that expression levels of genes related to lipid metabolism measured in skin lesions could distinguish treatment outcomes in CL. Thus, activation of pathways linked to lipid biosynthesis predicts treatment failure in CL. The biomarkers identified may be further explored as therapeutic targets. Elsevier 2020-11-23 /pmc/articles/PMC7721649/ /pubmed/33313489 http://dx.doi.org/10.1016/j.isci.2020.101840 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Malta-Santos, Hayna Fukutani, Kiyoshi F. Sorgi, Carlos A. Queiroz, Artur T.L. Nardini, Viviane Silva, Juliana Lago, Alex Carvalho, Lucas P. Machado, Paulo L.R. Bozza, Patrícia T. França-Costa, Jaqueline Faccioli, Lucia H. Carvalho, Edgar M. Andrade, Bruno B. Borges, Valéria M. Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis |
title | Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis |
title_full | Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis |
title_fullStr | Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis |
title_full_unstemmed | Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis |
title_short | Multi-omic Analyses of Plasma Cytokines, Lipidomics, and Transcriptomics Distinguish Treatment Outcomes in Cutaneous Leishmaniasis |
title_sort | multi-omic analyses of plasma cytokines, lipidomics, and transcriptomics distinguish treatment outcomes in cutaneous leishmaniasis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721649/ https://www.ncbi.nlm.nih.gov/pubmed/33313489 http://dx.doi.org/10.1016/j.isci.2020.101840 |
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