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Pissarra J, Dorkeld F, Loire E, Bonhomme V, Sereno D, Lemesre JL, Holzmuller P. SILVI, an open-source pipeline for T-cell epitope selection. PLoS One 2022; 17:e0273494. [PMID: 36070252 PMCID: PMC9451077 DOI: 10.1371/journal.pone.0273494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 08/09/2022] [Indexed: 11/18/2022] Open
Abstract
High-throughput screening of available genomic data and identification of potential antigenic candidates have promoted the development of epitope-based vaccines and therapeutics. Several immunoinformatic tools are available to predict potential epitopes and other immunogenicity-related features, yet it is still challenging and time-consuming to compare and integrate results from different algorithms. We developed the R script SILVI (short for: from in silico to in vivo), to assist in the selection of the potentially most immunogenic T-cell epitopes from Human Leukocyte Antigen (HLA)-binding prediction data. SILVI merges and compares data from available HLA-binding prediction servers, and integrates additional relevant information of predicted epitopes, namely BLASTp alignments with host proteins and physical-chemical properties. The two default criteria applied by SILVI and additional filtering allow the fast selection of the most conserved, promiscuous, strong binding T-cell epitopes. Users may adapt the script at their discretion as it is written in open-source R language. To demonstrate the workflow and present selection options, SILVI was used to integrate HLA-binding prediction results of three example proteins, from viral, bacterial and parasitic microorganisms, containing validated epitopes included in the Immune Epitope Database (IEDB), plus the Human Papillomavirus (HPV) proteome. Applying different filters on predicted IC50, hydrophobicity and mismatches with host proteins allows to significantly reduce the epitope lists with favourable sensitivity and specificity to select immunogenic epitopes. We contemplate SILVI will assist T-cell epitope selections and can be continuously refined in a community-driven manner, helping the improvement and design of peptide-based vaccines or immunotherapies. SILVI development version is available at: github.com/JoanaPissarra/SILVI2020 and https://doi.org/10.5281/zenodo.6865909.
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Affiliation(s)
- Joana Pissarra
- UMR INTERTRYP, IRD, CIRAD, University of Montpellier (I-MUSE), Montpellier, France
- * E-mail:
| | - Franck Dorkeld
- UMR CBGP, INRAE, CIRAD, IRD, Montpellier SupAgro, University of Montpellier (I-MUSE), Montpellier, France
| | - Etienne Loire
- UMR ASTRE, CIRAD, INRAE, University of Montpellier (I-MUSE), Montpellier, France
| | - Vincent Bonhomme
- ISEM, CNRS, EPHE, IRD, University of Montpellier (I-MUSE), Montpellier, France
| | - Denis Sereno
- UMR INTERTRYP, IRD, CIRAD, University of Montpellier (I-MUSE), Montpellier, France
| | - Jean-Loup Lemesre
- UMR INTERTRYP, IRD, CIRAD, University of Montpellier (I-MUSE), Montpellier, France
| | - Philippe Holzmuller
- UMR ASTRE, CIRAD, INRAE, University of Montpellier (I-MUSE), Montpellier, France
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Dauchy FA, Contin-Bordes C, Nzoumbou-Boko R, Bonhivers M, Landrein N, Robinson DR, Rambert J, Courtois P, Daulouède S, Vincendeau P. Trypanosoma brucei gambiense excreted/secreted factors impair lipopolysaccharide-induced maturation and activation of human monocyte-derived dendritic cells. Parasite Immunol 2019; 41:e12632. [PMID: 31099071 DOI: 10.1111/pim.12632] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 05/13/2019] [Accepted: 05/14/2019] [Indexed: 01/10/2023]
Abstract
Trypanosoma brucei gambiense, an extracellular eukaryotic flagellate parasite, is the main etiological agent of human African trypanosomiasis (HAT) or sleeping sickness. Dendritic cells (DCs) play a pivotal role at the interface between innate and adaptive immune response and are implicated during HAT. In this study, we investigated the effects of T gambiense and its excreted/secreted factors (ESF) on the phenotype of human monocyte-derived DCs (Mo-DCs). Mo-DCs were cultured with trypanosomes, lipopolysaccharide (LPS), ESF derived from T gambiense bloodstream strain Biyamina (MHOM/SD/82), or both ESF and LPS. Importantly, ESF reduced the expression of the maturation markers HLA-DR and CD83, as well as the secretion of IL-12, TNF-alpha and IL-10, in LPS-stimulated Mo-DCs. During mixed-leucocyte reactions, LPS- plus ESF-exposed DCs induced a non-significant decrease in the IFN-gamma/IL-10 ratio of CD4 + T-cell cytokines. Based on the results presented here, we raise the hypothesis that T gambiense has developed an immune escape strategy through the secretion of paracrine mediators in order to limit maturation and activation of human DCs. The identification of the factor(s) in the T gambiense ESF and of the DCs signalling pathway(s) involved may be important in the development of new therapeutic targets.
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Affiliation(s)
- Frédéric-Antoine Dauchy
- Laboratoire de Parasitologie, UMR IRD CIRAD INTERTRYP 177, University of Bordeaux, Bordeaux, France.,UMR INTERTRYP 177, IRD-CIRAD-University of Bordeaux, Montpellier, France.,Department of Infectious and Tropical Diseases, Hôpital Pellegrin, CHU de Bordeaux, Bordeaux, France
| | - Cécile Contin-Bordes
- Laboratoire d'Immunologie et d'Immunogénétique, CHU de Bordeaux, Bordeaux, France.,UMR 5164 CIRID, University of Bordeaux, Bordeaux, France
| | - Romaric Nzoumbou-Boko
- Laboratoire de Parasitologie, UMR IRD CIRAD INTERTRYP 177, University of Bordeaux, Bordeaux, France.,UMR INTERTRYP 177, IRD-CIRAD-University of Bordeaux, Montpellier, France
| | - Mélanie Bonhivers
- Microbiologie Fondamentale et Pathogénicité, UMR 5234, University of Bordeaux, Bordeaux, France.,Microbiologie Fondamentale et Pathogénicité, UMR 5234, CNRS, Bordeaux, France
| | - Nicolas Landrein
- Microbiologie Fondamentale et Pathogénicité, UMR 5234, University of Bordeaux, Bordeaux, France.,Microbiologie Fondamentale et Pathogénicité, UMR 5234, CNRS, Bordeaux, France
| | - Derrick R Robinson
- Microbiologie Fondamentale et Pathogénicité, UMR 5234, University of Bordeaux, Bordeaux, France.,Microbiologie Fondamentale et Pathogénicité, UMR 5234, CNRS, Bordeaux, France
| | - Jérôme Rambert
- Aquiderm, INSERM U 1035, University of Bordeaux, Bordeaux, France
| | - Pierrette Courtois
- Laboratoire de Parasitologie, UMR IRD CIRAD INTERTRYP 177, University of Bordeaux, Bordeaux, France.,UMR INTERTRYP 177, IRD-CIRAD-University of Bordeaux, Montpellier, France
| | - Sylvie Daulouède
- Laboratoire de Parasitologie, UMR IRD CIRAD INTERTRYP 177, University of Bordeaux, Bordeaux, France.,UMR INTERTRYP 177, IRD-CIRAD-University of Bordeaux, Montpellier, France
| | - Philippe Vincendeau
- Laboratoire de Parasitologie, UMR IRD CIRAD INTERTRYP 177, University of Bordeaux, Bordeaux, France.,UMR INTERTRYP 177, IRD-CIRAD-University of Bordeaux, Montpellier, France.,Laboratoire de Parasitologie, CHU de Bordeaux, Bordeaux, France
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Holzmuller P, Geiger A, Nzoumbou-Boko R, Pissarra J, Hamrouni S, Rodrigues V, Dauchy FA, Lemesre JL, Vincendeau P, Bras-Gonçalves R. Trypanosomatid Infections: How Do Parasites and Their Excreted-Secreted Factors Modulate the Inducible Metabolism of l-Arginine in Macrophages? Front Immunol 2018; 9:778. [PMID: 29731753 PMCID: PMC5921530 DOI: 10.3389/fimmu.2018.00778] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Accepted: 03/28/2018] [Indexed: 12/20/2022] Open
Abstract
Mononuclear phagocytes (monocytes, dendritic cells, and macrophages) are among the first host cells to face intra- and extracellular protozoan parasites such as trypanosomatids, and significant expansion of macrophages has been observed in infected hosts. They play essential roles in the outcome of infections caused by trypanosomatids, as they can not only exert a powerful antimicrobial activity but also promote parasite proliferation. These varied functions, linked to their phenotypic and metabolic plasticity, are exerted via distinct activation states, in which l-arginine metabolism plays a pivotal role. Depending on the environmental factors and immune response elements, l-arginine metabolites contribute to parasite elimination, mainly through nitric oxide (NO) synthesis, or to parasite proliferation, through l-ornithine and polyamine production. To survive and adapt to their hosts, parasites such as trypanosomatids developed mechanisms of interaction to modulate macrophage activation in their favor, by manipulating several cellular metabolic pathways. Recent reports emphasize that some excreted-secreted (ES) molecules from parasites and sugar-binding host receptors play a major role in this dialog, particularly in the modulation of the macrophage's inducible l-arginine metabolism. Preventing l-arginine dysregulation by drugs or by immunization against trypanosomatid ES molecules or by blocking partner host molecules may control early infection and is a promising way to tackle neglected diseases including Chagas disease, leishmaniases, and African trypanosomiases. The present review summarizes recent knowledge on trypanosomatids and their ES factors with regard to their influence on macrophage activation pathways, mainly the NO synthase/arginase balance. The review ends with prospects for the use of biological knowledge to develop new strategies of interference in the infectious processes used by trypanosomatids, in particular for the development of vaccines or immunotherapeutic approaches.
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Affiliation(s)
- Philippe Holzmuller
- CIRAD, Montpellier, France.,UMR 117 ASTRE "Animal, Santé, Territoire, Risques et Ecosystèmes", Univ. Montpellier (I-MUSE), CIRAD, INRA, Montpellier, France
| | - Anne Geiger
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France
| | - Romaric Nzoumbou-Boko
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France.,Univ. Bordeaux, UMR 177 INTERTRYP, Bordeaux, France.,CHU Bordeaux, Laboratoire de Parasitologie-Mycologie, Bordeaux, France
| | - Joana Pissarra
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France
| | - Sarra Hamrouni
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France
| | - Valérie Rodrigues
- CIRAD, Montpellier, France.,UMR 117 ASTRE "Animal, Santé, Territoire, Risques et Ecosystèmes", Univ. Montpellier (I-MUSE), CIRAD, INRA, Montpellier, France
| | - Frédéric-Antoine Dauchy
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France.,Univ. Bordeaux, UMR 177 INTERTRYP, Bordeaux, France.,CHU Bordeaux, Département des Maladies Infectieuses et Tropicales, Bordeaux, France
| | - Jean-Loup Lemesre
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France
| | - Philippe Vincendeau
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France.,Univ. Bordeaux, UMR 177 INTERTRYP, Bordeaux, France.,CHU Bordeaux, Laboratoire de Parasitologie-Mycologie, Bordeaux, France
| | - Rachel Bras-Gonçalves
- UMR 177 INTERTRYP "Interactions Hôte-Vecteur-Parasite-Environnement dans les maladies tropicales négligées dues aux Trypanosomatidae", Univ. Montpellier (I-MUSE), CIRAD, IRD, Univ. Bordeaux 2, Univ. Lyon 1, Montpellier, France
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Hussen J, Schuberth HJ. Heterogeneity of Bovine Peripheral Blood Monocytes. Front Immunol 2017; 8:1875. [PMID: 29312348 PMCID: PMC5742132 DOI: 10.3389/fimmu.2017.01875] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 12/08/2017] [Indexed: 12/23/2022] Open
Abstract
Peripheral blood monocytes of several species can be divided into different subpopulations with distinct phenotypic and functional properties. Herein, we aim at reviewing published work regarding the heterogeneity of the recently characterized bovine monocyte subsets. As the heterogeneity of human blood monocytes was widely studied and reviewed, this work focuses on comparing bovine monocyte subsets with their human counterparts regarding their phenotype, adhesion and migration properties, inflammatory and antimicrobial functions, and their ability to interact with neutrophilic granulocytes. In addition, the differentiation of monocyte subsets into functionally polarized macrophages is discussed. Regarding phenotype and distribution in blood, bovine monocyte subsets share similarities with their human counterparts. However, many functional differences exist between monocyte subsets from the two species. In contrast to their pro-inflammatory functions in human, bovine non-classical monocytes show the lowest phagocytosis and reactive oxygen species generation capacity, an absent ability to produce the pro-inflammatory cytokine IL-1β after inflammasome activation, and do not have a role in the early recruitment of neutrophils into inflamed tissues. Classical and intermediate monocytes of both species also differ in their response toward major monocyte-attracting chemokines (CCL2 and CCL5) and neutrophil degranulation products (DGP) in vitro. Such differences between homologous monocyte subsets also extend to the development of monocyte-derived macrophages under the influence of chemokines like CCL5 and neutrophil DGP. Whereas the latter induce the differentiation of M1-polarized macrophages in human, bovine monocyte-derived macrophages develop a mixed M1/M2 macrophage phenotype. Although only a few bovine clinical trials analyzed the correlation between changes in monocyte composition and disease, they suggest that functional differences between human and bovine monocyte subsets are also reflected in their different clinical relevance for distinct diseases. In opposite to the human system, where higher blood cell number of non-classical monocytes was widely correlated with several human infectious and non-infectious diseases, higher counts of bovine intermediate monocytes are suggested as a potential biomarker for inflammatory responses postpartum.
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Affiliation(s)
- Jamal Hussen
- Department of Microbiology and Parasitology, College of Veterinary Medicine, King Faisal University, Al Ahsa, Hofuf, Saudi Arabia.,Immunology Unit, University of Veterinary Medicine, Hannover, Germany
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