Expression of Network Medicine-Predicted Genes in Human Macrophages Infected with Leishmania major

<i>Leishmania</i> spp. commonly infects phagocytic cells of the immune system, particularly macrophages, employing various immune evasion strategies that enable their survival by altering the intracellular environment. In mammals, these parasites establish persistent infections by modulating gene expression in macrophages, thus interfering with immune signaling and response pathways, ultimately creating a favorable environment for the parasite's survival and reproduction. In this study, our objective was to use data mining and subsequent filtering techniques to identify the genes that play a crucial role in the infection process of <i>Leishmania</i> spp. We aimed to pinpoint genes that have the potential to influence the progression of <i>Leishmania</i> infection. To achieve this, we exploited prior, curated knowledge from major databases and constructed 16 datasets of human molecular information consisting of coding genes and corresponding proteins. We obtained over 400 proteins, identifying approximately 200 genes. The proteins coded by these genes were subsequently used to build a network of protein-protein interactions, which enabled the identification of key players; we named this set Predicted Genes. Then, we selected approximately 10% of Predicted Genes for biological validation. THP-1 cells, a line of human macrophages, were infected with <i>Leishmania major</i> in vitro for the validation process. We observed that <i>L. major</i> has the capacity to impact crucial genes involved in the immune response, resulting in macrophage inactivation and creating a conducive environment for the survival of <i>Leishmania</i> parasites.

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Publication Details

Journal
International Journal of Molecular Sciences
Published
2024-11-11
DOI
https://doi.org/10.3390/ijms252212084
Citations
1
Primary Topic
Research on Leishmaniasis Studies
Type
article
Field-Weighted Citation Impact
0.54

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article

Expression of Network Medicine-Predicted Genes in Human Macrophages Infected with Leishmania major

Leandro Martins de Freitas, Paolo Tieri, Tatiani Uceli Maioli, Filippo Castiglione et al.
1 citations
International Journal of Molecular Sciences
Research on Leishmaniasis Studies
0.54
article

Expression of Network Medicine-Predicted Genes in Human Macrophages Infected with Leishmania major

Leandro Martins de Freitas, Paolo Tieri, Tatiani Uceli Maioli, Filippo Castiglione, Amanda Braga Figueiredo, Felipe Caixeta, Luís Afonso, Vinícius Dantas Martins
article en
1 citations

Abstract

<i>Leishmania</i> spp. commonly infects phagocytic cells of the immune system, particularly macrophages, employing various immune evasion strategies that enable their survival by altering the intracellular environment. In mammals, these parasites establish persistent infections by modulating gene expression in macrophages, thus interfering with immune signaling and response pathways, ultimately creating a favorable environment for the parasite's survival and reproduction. In this study, our objective was to use data mining and subsequent filtering techniques to identify the genes that play a crucial role in the infection process of <i>Leishmania</i> spp. We aimed to pinpoint genes that have the potential to influence the progression of <i>Leishmania</i> infection. To achieve this, we exploited prior, curated knowledge from major databases and constructed 16 datasets of human molecular information consisting of coding genes and corresponding proteins. We obtained over 400 proteins, identifying approximately 200 genes. The proteins coded by these genes were subsequently used to build a network of protein-protein interactions, which enabled the identification of key players; we named this set Predicted Genes. Then, we selected approximately 10% of Predicted Genes for biological validation. THP-1 cells, a line of human macrophages, were infected with <i>Leishmania major</i> in vitro for the validation process. We observed that <i>L. major</i> has the capacity to impact crucial genes involved in the immune response, resulting in macrophage inactivation and creating a conducive environment for the survival of <i>Leishmania</i> parasites.

International Journal of Molecular SciencesVol. 25(22)
Universidade Federal de Ouro Preto (BR), Universidade Federal de Minas Gerais (BR), Universidade Federal da Bahia (BR), Cedars-Sinai Medical Center (US), Hospital Israelita Albert Einstein (BR), Istituto per le Applicazioni del Calcolo Mauro Picone (IT)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação de Amparo à Pesquisa do Estado de Minas Gerais, Universidade Federal de Minas Gerais
Life in Land
Openalex Percentile: Top 27%
Research on Leishmaniasis Studies
0.54
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