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Martins GL, Ferreira DS, Carneiro CM, Nogueira-Paiva NC, Bianchi AGC. Trajectory-driven computational analysis for element characterization in Trypanosoma cruzi video microscopy. PLoS One 2024; 19:e0304716. [PMID: 38829872 PMCID: PMC11146708 DOI: 10.1371/journal.pone.0304716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 05/14/2024] [Indexed: 06/05/2024] Open
Abstract
Optical microscopy videos enable experts to analyze the motion of several biological elements. Particularly in blood samples infected with Trypanosoma cruzi (T. cruzi), microscopy videos reveal a dynamic scenario where the parasites' motions are conspicuous. While parasites have self-motion, cells are inert and may assume some displacement under dynamic events, such as fluids and microscope focus adjustments. This paper analyzes the trajectory of T. cruzi and blood cells to discriminate between these elements by identifying the following motion patterns: collateral, fluctuating, and pan-tilt-zoom (PTZ). We consider two approaches: i) classification experiments for discrimination between parasites and cells; and ii) clustering experiments to identify the cell motion. We propose the trajectory step dispersion (TSD) descriptor based on standard deviation to characterize these elements, outperforming state-of-the-art descriptors. Our results confirm motion is valuable in discriminating T. cruzi of the cells. Since the parasites perform the collateral motion, their trajectory steps tend to randomness. The cells may assume fluctuating motion following a homogeneous and directional path or PTZ motion with trajectory steps in a restricted area. Thus, our findings may contribute to developing new computational tools focused on trajectory analysis, which can advance the study and medical diagnosis of Chagas disease.
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Affiliation(s)
- Geovani L. Martins
- Postgraduate Program in Computer Science, Federal University of Ouro Preto, Ouro Preto, MG, Brazil
- Department of Computing, Federal University of Ouro Preto, Ouro Preto, MG, Brazil
| | - Daniel S. Ferreira
- Department of Computing, Federal Institute of Education, Science, and Technology of Ceará, Maracanaú, CE, Brazil
| | - Claudia M. Carneiro
- Nucleus of Biological Sciences Research, Federal University of Ouro Preto, Ouro Preto, MG, Brazil
- Department of Clinical Analysis, Federal University of Ouro Preto, Ouro Preto, MG, Brazil
| | - Nivia C. Nogueira-Paiva
- Nucleus of Biological Sciences Research, Federal University of Ouro Preto, Ouro Preto, MG, Brazil
| | - Andrea G. C. Bianchi
- Postgraduate Program in Computer Science, Federal University of Ouro Preto, Ouro Preto, MG, Brazil
- Department of Computing, Federal University of Ouro Preto, Ouro Preto, MG, Brazil
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2
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Zhang Z, Gaetjens TK, Yu Y, Paul Mallory D, Abel SM, Yu Y. Propulsive cell entry diverts pathogens from immune degradation by remodeling the phagocytic synapse. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.25.538287. [PMID: 37162866 PMCID: PMC10168248 DOI: 10.1101/2023.04.25.538287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Phagocytosis is a critical immune function for infection control and tissue homeostasis. This process is typically described as non-moving pathogens being internalized and degraded in phagolysosomes. For pathogens that evade immune degradation, the prevailing view is that virulence factors that biochemically disrupt the biogenesis of phagoslysosomes are required. In contrast, here we report that physical forces exerted by pathogens during cell entry divert them away from the canonical phagolysosomal degradation pathway, and this altered intracellular fate is determined at the time of phagocytic synapse formation. We used the eukaryotic parasite Toxoplasma gondii as a model because live Toxoplasma uses gliding motility to actively invade into host cells. To differentiate the effect of physical forces from that of virulence factors in phagocytosis, we developed a strategy that used magnetic forces to induce propulsive entry of inactivated Toxoplasma into macrophage cells. Experiments and computer simulations collectively reveal that large propulsive forces suppress productive activation of receptors by hindering their spatial segregation from phosphatases at the phagocytic synapse. Consequently, the inactivated parasites, instead of being degraded in phagolysosomes, are engulfed into vacuoles that fail to mature into degradative units, following an intracellular pathway strikingly similar to that of the live motile parasite. Using opsonized beads, we further confirmed that this mechanism is general, not specific to the parasite used. These results reveal previously unknown aspects of immune evasion by demonstrating how physical forces exerted during active cell entry, independent of virulence factors, can help pathogens circumvent phagolysosomal degradation.
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Affiliation(s)
- Zihan Zhang
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102
| | - Thomas K. Gaetjens
- Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, TN 37996
| | - Yanqi Yu
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102
| | - D. Paul Mallory
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102
| | - Steven M. Abel
- Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, TN 37996
| | - Yan Yu
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102
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3
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San Francisco J, Astudillo C, Vega JL, Catalán A, Gutiérrez B, Araya JE, Zailberger A, Marina A, García C, Sanchez N, Osuna A, Vilchez S, Ramírez MI, Macedo J, Feijoli VS, Palmisano G, González J. Trypanosoma cruzi pathogenicity involves virulence factor expression and upregulation of bioenergetic and biosynthetic pathways. Virulence 2022; 13:1827-1848. [PMID: 36284085 PMCID: PMC9601562 DOI: 10.1080/21505594.2022.2132776] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
The molecular repertoire of Trypanosoma cruzi effects its virulence and impacts the clinical course of the resulting Chagas disease. This study aimed to determine the mechanism underlying the pathogenicity of T. cruzi. Two T. cruzi cell lines (C8C3hvir and C8C3lvir), obtained from the clone H510 C8C3 and exhibiting different virulence phenotypes, were used to evaluate the parasite's infectivity in mice. The organ parasite load was analysed by qPCR. The proteomes of both T. cruzi cell lines were compared using nLC-MS/MS. Cruzipain (Czp), complement regulatory protein (CRP), trans-sialidase (TS), Tc-85, and sialylated epitope expression levels were evaluated by immunoblotting. High-virulence C8C3hvir was highly infectious in mice and demonstrated three to five times higher infectivity in mouse myocardial cells than low-virulence C8C3lvir. qPCR revealed higher parasite loads in organs of acute as well as chronically C8C3hvir-infected mice than in those of C8C3lvir-infected mice. Comparative quantitative proteomics revealed that 390 of 1547 identified proteins were differentially regulated in C8C3hvir with respect to C8C3lvir. Amongst these, 174 proteins were upregulated in C8C3hvir and 216 were downregulated in C8C3lvir. The upregulated proteins in C8C3hvir were associated with the tricarboxylic acid cycle, ribosomal proteins, and redoxins. Higher levels of Czp, CRP, TS, Tc-85, and sialylated epitopes were expressed in C8C3hvir than in C8C3lvir. Thus, T. cruzi virulence may be related to virulence factor expression as well as upregulation of bioenergetic and biosynthetic pathways proteins.
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Affiliation(s)
- Juan San Francisco
- Molecular Parasitology Unit, Medical Technology Department, University of Antofagasta, Antofagasta, Chile
| | - Constanza Astudillo
- Molecular Parasitology Unit, Medical Technology Department, University of Antofagasta, Antofagasta, Chile
| | - José Luis Vega
- Molecular Parasitology Unit, Medical Technology Department, University of Antofagasta, Antofagasta, Chile,Laboratory of Gap Junction Proteins and Parasitic Disease, Instituto Antofagasta, Universidad de Antofagasta, Antofagasta, Chile,Research Center in Immunology and Biomedical Biotechnology of Antofagasta, Antofagasta, Chile
| | - Alejandro Catalán
- Molecular Parasitology Unit, Medical Technology Department, University of Antofagasta, Antofagasta, Chile
| | - Bessy Gutiérrez
- Molecular Parasitology Unit, Medical Technology Department, University of Antofagasta, Antofagasta, Chile
| | - Jorge E Araya
- Molecular Parasitology Unit, Medical Technology Department, University of Antofagasta, Antofagasta, Chile
| | | | - Anabel Marina
- Centro de Biología Molecular Severo Ochoa Universidad Autonoma de Madrid, Madrid, Spain
| | - Carlos García
- Centro de Biología Molecular Severo Ochoa Universidad Autonoma de Madrid, Madrid, Spain
| | - Nuria Sanchez
- Centro de Biología Molecular Severo Ochoa Universidad Autonoma de Madrid, Madrid, Spain
| | - Antonio Osuna
- Institute of Biotechnology, University of Granada, Granada, Spain
| | - Susana Vilchez
- Institute of Biotechnology, University of Granada, Granada, Spain
| | - Marcel I Ramírez
- Laboratório de Biologia Molecular e Sistemática de Trypanosomatides, Instituto Carlos Chagas, Fiocruz, Parana, Brazil
| | - Janaina Macedo
- Department of Parasitology, University of Sao Paulo, Sao Paulo, Brazil
| | | | | | - Jorge González
- Molecular Parasitology Unit, Medical Technology Department, University of Antofagasta, Antofagasta, Chile,Research Center in Immunology and Biomedical Biotechnology of Antofagasta, Antofagasta, Chile,Laboratório de Biologia Molecular e Sistemática de Trypanosomatides, Millennium Institute on Immunology and Immunotherapy, Antofagasta, Chile,CONTACT Jorge González
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4
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Saenz-Garcia JL, Borges BS, Souza-Melo N, Machado LV, Miranda JS, Pacheco-Lugo LA, Moretti NS, Wheleer R, Soares Medeiros LC, DaRocha WD. Trypanin Disruption Affects the Motility and Infectivity of the Protozoan Trypanosoma cruzi. Front Cell Infect Microbiol 2022; 11:807236. [PMID: 35071054 PMCID: PMC8777028 DOI: 10.3389/fcimb.2021.807236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 12/09/2021] [Indexed: 11/13/2022] Open
Abstract
The flagellum of Trypanosomatids is an organelle that contributes to multiple functions, including motility, cell division, and host–pathogen interaction. Trypanin was first described in Trypanosoma brucei and is part of the dynein regulatory complex. TbTrypanin knockdown parasites showed motility defects in procyclic forms; however, silencing in bloodstream forms was lethal. Since TbTrypanin mutants show drastic phenotypic changes in mammalian stages, we decided to evaluate if the Trypanosoma cruzi ortholog plays a similar role by using the CRISPR-Cas9 system to generate null mutants. A ribonucleoprotein complex of SaCas9 and sgRNA plus donor oligonucleotide were used to edit both alleles of TcTrypanin without any selectable marker. TcTrypanin −/− epimastigotes showed a lower growth rate, partially detached flagella, normal numbers of nuclei and kinetoplasts, and motility defects such as reduced displacement and speed and increased tumbling propensity. The epimastigote mutant also showed decreased efficiency of in-vitro metacyclogenesis. Mutant parasites were able to complete the entire life cycle in vitro; however, they showed a reduction in their infection capacity compared with WT and addback cultures. Our data show that T. cruzi life cycle stages have differing sensitivities to TcTrypanin deletion. In conclusion, additional work is needed to dissect the motility components of T. cruzi and to identify essential molecules for mammalian stages.
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Affiliation(s)
- Jose L Saenz-Garcia
- Laboratório de Genômica Funcional de Parasitos (GFP), Universidade Federal de Paraná, Curitiba, Brazil
| | - Beatriz S Borges
- Laboratório de Biologia Celular, Instituto Carlos Chagas, Fundação Oswaldo Cruz (Fiocruz), Curitiba, Brazil
| | - Normanda Souza-Melo
- Laboratório de Biologia Molecular de Patógenos (LBMP), Departamento de Microbiologia, Imunologia e Parasitologia, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.,Laboratório de Ultraestrutura Hertha Mayer, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, Brazil
| | - Luiz V Machado
- Laboratório de Genômica Funcional de Parasitos (GFP), Universidade Federal de Paraná, Curitiba, Brazil
| | - Juliana S Miranda
- Laboratório de Genômica Funcional de Parasitos (GFP), Universidade Federal de Paraná, Curitiba, Brazil
| | | | - Nilmar S Moretti
- Laboratório de Biologia Molecular de Patógenos (LBMP), Departamento de Microbiologia, Imunologia e Parasitologia, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Richard Wheleer
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Lia C Soares Medeiros
- Laboratório de Biologia Celular, Instituto Carlos Chagas, Fundação Oswaldo Cruz (Fiocruz), Curitiba, Brazil
| | - Wanderson D DaRocha
- Laboratório de Genômica Funcional de Parasitos (GFP), Universidade Federal de Paraná, Curitiba, Brazil
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Martinez SJ, Nardella GN, Rodríguez ME, Rivero CV, Agüero F, Romano PS. Biological features of TcM: A new Trypanosoma cruzi isolate from Argentina classified into TcV lineage. CURRENT RESEARCH IN MICROBIAL SCIENCES 2022; 3:100152. [PMID: 35909611 PMCID: PMC9325899 DOI: 10.1016/j.crmicr.2022.100152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
TcM is a new T. cruzi isolate that belongs to DTU TcV. TcV is a T. cruzi linage prevalent in human infections of Argentina. TcM is less virulent that TcY strain. TcM displays slow-growing rate and muscle tissue tropism. TcM is more susceptible to benznidazole than TcY.
Trypanosoma cruzi, the etiologic agent of Chagas disease (CD) presents a wide genetic and phenotypic diversity that is classified into seven lineages or discrete typing units (DTU: TcI to TcVI and Tcbat). Although isolates and strains that belong to a particular group can share some attributes, such as geographic distribution, others like growth rate, cell tropism, and response to treatment can be highly variable. In addition, studies that test new trypanocidal drugs are frequently conducted on T. cruzi strains maintained for a long time in axenic culture, resulting in changes in parasite virulence and other important features. This work aimed to isolate and characterize a new T. cruzi strain from a chronic Chagas disease patient. The behavior of this isolate was studied by using standard in vitro assays and in vivo mice infection tests and compared with the T. cruzi Y strain (TcY), broadly used in research laboratories worldwide. Data showed that TcM behaves as a slow-growing strain in vitro that develops chronic infections in mice and displays high tropism to muscular tissues, in accordance with its clinical performance. In contrast, the Y strain behaved as an acute strain that can infect different types of cells and tissues. Interestingly, TcM, which belongs to DTU TcV, is more susceptible to benznidazole than TcY, a TcII strain considered moderately resistant to this drug. These differential properties contribute to the characterization of a TcV strain, one of the main lineages in the southern countries of South America, and open the possibility to introduce changes that improve the management of Chagas patients in the future
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Affiliation(s)
- Santiago José Martinez
- Laboratorio de Biología de Trypanosoma cruzi y la célula hospedadora. Instituto de Histología y Embriología, Universidad Nacional de Cuyo (IHEM-CONICET-UNCUYO), Mendoza, Argentina
| | | | - Matías Exequiel Rodríguez
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín (IIB-CONICET-UNSAM), Buenos Aires, Argentina
| | - Cynthia Vanesa Rivero
- Laboratorio de Biología de Trypanosoma cruzi y la célula hospedadora. Instituto de Histología y Embriología, Universidad Nacional de Cuyo (IHEM-CONICET-UNCUYO), Mendoza, Argentina
| | - Fernán Agüero
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín (IIB-CONICET-UNSAM), Buenos Aires, Argentina
| | - Patricia Silvia Romano
- Laboratorio de Biología de Trypanosoma cruzi y la célula hospedadora. Instituto de Histología y Embriología, Universidad Nacional de Cuyo (IHEM-CONICET-UNCUYO), Mendoza, Argentina
- Facultad de Ciencias Médicas. Universidad Nacional de Cuyo (FCM-UNCUYO), Mendoza, Argentina
- Corresponding author at: Instituto de Histología y Embriología, Universidad Nacional de Cuyo (IHEM-CONICET-UNCUYO), Casilla de Correo 56, Centro Universitario, Parque General San Martín, (5500) Mendoza, Argentina
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6
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Medina-Rincón GJ, Gallo-Bernal S, Jiménez PA, Cruz-Saavedra L, Ramírez JD, Rodríguez MJ, Medina-Mur R, Díaz-Nassif G, Valderrama-Achury MD, Medina HM. Molecular and Clinical Aspects of Chronic Manifestations in Chagas Disease: A State-of-the-Art Review. Pathogens 2021; 10:pathogens10111493. [PMID: 34832648 PMCID: PMC8619182 DOI: 10.3390/pathogens10111493] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 11/03/2021] [Accepted: 11/08/2021] [Indexed: 12/11/2022] Open
Abstract
Chronic manifestations of Chagas disease present as disabling and life-threatening conditions affecting mainly the cardiovascular and gastrointestinal systems. Although meaningful research has outlined the different molecular mechanisms underlying Trypanosoma cruzi’s infection and the host-parasite interactions that follow, prompt diagnosis and treatment remain a challenge, particularly in developing countries and also in those where the disease is considered non-endemic. This review intends to present an up-to-date review of the parasite’s life cycle, genetic diversity, virulence factors, and infective mechanisms, as well as the epidemiology, clinical presentation, diagnosis, and treatment options of the main chronic complications of Chagas disease.
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Affiliation(s)
- Germán J. Medina-Rincón
- School of Medicine and Health Sciences, Universidad del Rosario, Bogotá 111221, Colombia; (S.G.-B.); (M.D.V.-A.); (H.M.M.)
- Correspondence: ; Tel.: +57-310-817-2369
| | - Sebastián Gallo-Bernal
- School of Medicine and Health Sciences, Universidad del Rosario, Bogotá 111221, Colombia; (S.G.-B.); (M.D.V.-A.); (H.M.M.)
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
| | - Paula A. Jiménez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá 111221, Colombia; (P.A.J.); (L.C.-S.); (J.D.R.)
| | - Lissa Cruz-Saavedra
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá 111221, Colombia; (P.A.J.); (L.C.-S.); (J.D.R.)
| | - Juan David Ramírez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá 111221, Colombia; (P.A.J.); (L.C.-S.); (J.D.R.)
| | - María Juliana Rodríguez
- Division of Cardiology, Fundación Cardioinfantil-Instituto de Cardiología, Bogotá 110131, Colombia; (M.J.R.); (R.M.-M.)
| | - Ramón Medina-Mur
- Division of Cardiology, Fundación Cardioinfantil-Instituto de Cardiología, Bogotá 110131, Colombia; (M.J.R.); (R.M.-M.)
| | - Gustavo Díaz-Nassif
- Division of Gastroenterology and Liver Diseases, Fundación Cardioinfantil-Instituto de Cardiología, Bogotá 111221, Colombia;
| | | | - Héctor M. Medina
- School of Medicine and Health Sciences, Universidad del Rosario, Bogotá 111221, Colombia; (S.G.-B.); (M.D.V.-A.); (H.M.M.)
- Division of Cardiology, Fundación Cardioinfantil-Instituto de Cardiología, Bogotá 110131, Colombia; (M.J.R.); (R.M.-M.)
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7
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Versteeg L, Adhikari R, Poveda C, Villar-Mondragon MJ, Jones KM, Hotez PJ, Bottazzi ME, Tijhaar E, Pollet J. Location and expression kinetics of Tc24 in different life stages of Trypanosoma cruzi. PLoS Negl Trop Dis 2021; 15:e0009689. [PMID: 34478444 PMCID: PMC8415617 DOI: 10.1371/journal.pntd.0009689] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 07/27/2021] [Indexed: 12/03/2022] Open
Abstract
Tc24-C4, a modified recombinant flagellar calcium-binding protein of Trypanosoma cruzi, is under development as a therapeutic subunit vaccine candidate to prevent or delay progression of chronic Chagasic cardiomyopathy. When combined with Toll-like receptor agonists, Tc24-C4 immunization reduces parasitemia, parasites in cardiac tissue, and cardiac fibrosis and inflammation in animal models. To support further research on the vaccine candidate and its mechanism of action, murine monoclonal antibodies (mAbs) against Tc24-C4 were generated. Here, we report new findings made with mAb Tc24-C4/884 that detects Tc24-WT and Tc24-C4, as well as native Tc24 in T. cruzi on ELISA, western blots, and different imaging techniques. Surprisingly, detection of Tc24 by Tc24-C/884 in fixed T. cruzi trypomastigotes required permeabilization of the parasite, revealing that Tc24 is not exposed on the surface of T. cruzi, making a direct role of antibodies in the induced protection after Tc24-C4 immunization less likely. We further observed that after immunostaining T. cruzi-infected cells with mAb Tc24-C4/884, the expression of Tc24 decreases significantly when T. cruzi trypomastigotes enter host cells and transform into amastigotes. However, Tc24 is then upregulated in association with parasite flagellar growth linked to re-transformation into the trypomastigote form, prior to host cellular escape. These observations are discussed in the context of potential mechanisms of vaccine immunity.
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Affiliation(s)
- Leroy Versteeg
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
- Cell Biology and Immunology Group, Wageningen University, Wageningen, The Netherlands
| | - Rakesh Adhikari
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
| | - Cristina Poveda
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
| | - Maria Jose Villar-Mondragon
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
| | - Kathryn M. Jones
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
| | - Peter J. Hotez
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Maria Elena Bottazzi
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Edwin Tijhaar
- Cell Biology and Immunology Group, Wageningen University, Wageningen, The Netherlands
| | - Jeroen Pollet
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, Texas, United States of America
- Texas Children’s Hospital Center for Vaccine Development, Baylor College of Medicine, Houston, Texas, United States of America
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8
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Arias-Del-Angel JA, Manning-Cela RG, Santillán M. Dynamics of Mammalian Cell Infection by Trypanosoma cruzi trypomastigotes. Front Microbiol 2020; 11:559660. [PMID: 33133034 PMCID: PMC7561671 DOI: 10.3389/fmicb.2020.559660] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 08/18/2020] [Indexed: 11/13/2022] Open
Abstract
In a recent work we demonstrated that Trypanosoma cruzi trypomastigotes change their motility patterns in the presence of mammalian cells, that the extent of the changes depends on the cell line, and that this extent is positively correlated with the efficiency with which parasites invade the different cell lines. These results open the question of what cellular characteristics are relevant for parasite identification and invasion. In the present work, we tackled such question. We performed infection-kinetics experiments on various cell lines, and developed a mathematical model to simulate the experimental outcomes. An analysis of the cell-parasite mechanisms included in the model, together with the parameter values that allowed it to replicate the experimental results, suggests that a process related to the cell replication rate may strongly influence the parasite invasion efficiency, and the infection dynamics in general.
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Affiliation(s)
- Jorge A Arias-Del-Angel
- Unidad Monterrey, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Monterrey, Mexico
| | - Rebeca G Manning-Cela
- Departamento de Biomedicina Molecular, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Mexico City, Mexico
| | - Moisés Santillán
- Unidad Monterrey, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Monterrey, Mexico
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