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Macedo-da-Silva J, Mule SN, Rosa-Fernandes L, Palmisano G. A computational pipeline elucidating functions of conserved hypothetical Trypanosoma cruzi proteins based on public proteomic data. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2024; 138:401-428. [PMID: 38220431 DOI: 10.1016/bs.apcsb.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2024]
Abstract
The proteome is complex, dynamic, and functionally diverse. Functional proteomics aims to characterize the functions of proteins in biological systems. However, there is a delay in annotating the function of proteins, even in model organisms. This gap is even greater in other organisms, including Trypanosoma cruzi, the causative agent of the parasitic, systemic, and sometimes fatal disease called Chagas disease. About 99.8% of Trypanosoma cruzi proteome is not manually annotated (unreviewed), among which>25% are conserved hypothetical proteins (CHPs), calling attention to the knowledge gap on the protein content of this organism. CHPs are conserved proteins among different species of various evolutionary lineages; however, they lack functional validation. This study describes a bioinformatics pipeline applied to public proteomic data to infer possible biological functions of conserved hypothetical Trypanosoma cruzi proteins. Here, the adopted strategy consisted of collecting differentially expressed proteins between the epimastigote and metacyclic trypomastigotes stages of Trypanosoma cruzi; followed by the functional characterization of these CHPs applying a manifold learning technique for dimension reduction and 3D structure homology analysis (Spalog). We found a panel of 25 and 26 upregulated proteins in the epimastigote and metacyclic trypomastigote stages, respectively; among these, 18 CHPs (8 in the epimastigote stage and 10 in the metacyclic stage) were characterized. The data generated corroborate the literature and complement the functional analyses of differentially regulated proteins at each stage, as they attribute potential functions to CHPs, which are frequently identified in Trypanosoma cruzi proteomics studies. However, it is important to point out that experimental validation is required to deepen our understanding of the CHPs.
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Affiliation(s)
- Janaina Macedo-da-Silva
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, Sao Paulo, Brazil
| | - Simon Ngao Mule
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, Sao Paulo, Brazil
| | - Livia Rosa-Fernandes
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, Sao Paulo, Brazil; Centre for Motor Neuron Disease Research, Faculty of Medicine, Health & Human Sciences, Macquarie Medical School, Sydney, NSW, Australia
| | - Giuseppe Palmisano
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, Sao Paulo, Brazil; School of Natural Sciences, Macquarie University, Sydney, NSW, Australia.
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Allgoewer K, Wu S, Choi H, Vogel C. Re-mining serum proteomics data reveals extensive post-translational modifications upon Zika and dengue infection. Mol Omics 2023; 19:308-320. [PMID: 36810580 PMCID: PMC10175154 DOI: 10.1039/d2mo00258b] [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] [Indexed: 02/17/2023]
Abstract
Zika virus (ZIKV) and dengue virus (DENV) are two closely related flaviviruses with similar symptoms. However, due to the implications of ZIKV infections for pregnancy outcomes, understanding differences in their molecular impact on the host is of high interest. Viral infections change the host proteome, including post-translational modifications. As modifications are diverse and of low abundance, they typically require additional sample processing which is not feasible for large cohort studies. Therefore, we tested the potential of next-generation proteomics data in its ability to prioritize specific modifications for later analysis. We re-mined published mass spectra from 122 serum samples from ZIKV and DENV patients for the presence of phosphorylated, methylated, oxidized, glycosylated/glycated, sulfated, and carboxylated peptides. We identified 246 modified peptides with significantly differential abundance in ZIKV and DENV patients. Amongst these, methionine-oxidized peptides from apolipoproteins and glycosylated peptides from immunoglobulin proteins were more abundant in ZIKV patient serum and generate hypotheses on the potential roles of the modification in the infection. The results demonstrate how data-independent acquisition techniques can help prioritize future analyses of peptide modifications.
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Affiliation(s)
- Kristina Allgoewer
- New York University, Department of Biology, Center for Genomics and Systems Biology, New York, NY, USA.
- Humboldt University, Department of Biology, Berlin, Germany
| | - Shaohuan Wu
- New York University, Department of Biology, Center for Genomics and Systems Biology, New York, NY, USA.
| | - Hyungwon Choi
- Department of Medicine, Yong Loo Lin School of Medicine, National University, Singapore, Singapore
| | - Christine Vogel
- New York University, Department of Biology, Center for Genomics and Systems Biology, New York, NY, USA.
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Chen ZL, Yin ZJ, Qiu TY, Chen J, Liu J, Zhang XY, Xu JQ. Revealing the characteristics of ZIKV infection through tissue-specific transcriptome sequencing analysis. BMC Genomics 2022; 23:697. [PMID: 36209057 PMCID: PMC9546753 DOI: 10.1186/s12864-022-08919-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 09/26/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Recently, Zika virus (ZIKV) re-emerged in India and was potentially associated with microcephaly. However, the molecular mechanisms underlying ZIKV pathogenesis remain to be explored. RESULTS Herein, we performed a comprehensive RNA-sequencing analysis on ZIKV-infected JEG-3, U-251 MG, and HK-2 cells versus corresponding uninfected controls. Combined with a series of functional analyses, including gene annotation, pathway enrichment, and protein-protein interaction (PPI) network analysis, we defined the molecular characteristics induced by ZIKV infection in different tissues and invasion time points. Data showed that ZIKV infection and replication in each susceptible organ commonly stimulated interferon production and down-regulated metabolic-related processes. Also, tissue-specific immune responses or biological processes (BPs) were induced after ZIKV infection, including GnRH signaling pathway in JEG-3 cells, MAPK signaling pathway in U-251 MG cells, and PPAR signaling pathway in HK-2 cells. Of note, ZIKV infection induced delayed antiviral interferon responses in the placenta-derived cell lines, which potentially explains the molecular mechanism by which ZIKV replicates rapidly in the placenta and subsequential vertical transmission occurs. CONCLUSIONS Together, these data may provide a systemic insight into the pathogenesis of ZIKV infection in distinct human tissue-derived cell lines, which is likely to help develop prophylactic and therapeutic strategies against ZIKV infection.
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Affiliation(s)
- Zhi-Lu Chen
- Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China.,Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China
| | - Zuo-Jing Yin
- Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Tian-Yi Qiu
- Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China. .,Department of Immunotherapy and Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
| | - Jian Chen
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China
| | - Jian Liu
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China
| | - Xiao-Yan Zhang
- Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China. .,Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China. .,Department of Immunotherapy and Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
| | - Jian-Qing Xu
- Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China. .,Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China. .,Department of Immunotherapy and Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
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4
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Gonçalves-Silva G, Vieira LGMDS, Cosenza-Contreras M, Souza AFP, Costa DC, Castro-Borges W. Profiling the serum proteome during Schistosoma mansoni infection in the BALB/c mice: A focus on the altered lipid metabolism as a key modulator of host-parasite interactions. Front Immunol 2022; 13:955049. [PMID: 36119112 PMCID: PMC9471378 DOI: 10.3389/fimmu.2022.955049] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 08/11/2022] [Indexed: 11/22/2022] Open
Abstract
Schistosomiasis represents a condition in which every aspect of the disease, starting from skin invasion of the cercariae to egg laying by adult worms, incites a tissue response from the vertebrate host. This response, whether acute or chronic, leads to the appearance of reporter molecules of tissue injury in bodily fluids that could be surveyed as markers for disease diagnosis, status and prognosis. In this scenario, the serum proteome associated with a schistosome infection remains poorly explored; particularly by the use of high-throughput mass spectrometric instrumentation. In this study, we aimed to comparatively examine the serum proteome of control versus infected BALB/c mice, spanning the interval between the onset of egg laying and the peak of the acute phase of infection. Compositional analysis of the sera, using one dimensional reversed-phase fractionation of tryptic peptides coupled to mass spectrometry, allowed identification of 453 constituents. Among these, over 30% (143 molecules) were differentially present comparing sera from infected and non-infected mice, as revealed by quantitative label-free shotgun approach. The majority of proteins exhibiting altered levels was categorised as belonging to immune response (acute phase-related proteins) followed by those linked to lipid transport and metabolism. Inspection of the lipid profile from control and infected individuals demonstrated more pronounced and significant alterations in triglycerides, VLDL and HDL fractions (p<0,001), attesting for a disturbance in circulating lipid molecules, and suggesting a key role in host-parasite interactions. Our findings provide a global view of the serum proteome in the context of experimental schistosomiasis during the acute phase of infection. It contributes by listing key molecules that could be monitored to inform on the associated inflammatory disease status. We hope it will shed light into uncovered aspects of the Schistosoma mansoni parasitism in the vertebrate host, particularly those related to modulation of the lipid metabolism mediating immune responses.
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Affiliation(s)
- Gustavo Gonçalves-Silva
- Programa de Pós-Graduação em Ciências Biológicas, Universidade Federal de Ouro Preto, Ouro Preto, Brazil
| | | | - Miguel Cosenza-Contreras
- Faculty of Biology, University of Freiburg/Institute for Surgical Pathology, University Medical Center, Freiburg, Germany
| | - Ana Flávia Pinho Souza
- Programa de Pós-Graduação em Ciências Biológicas, Universidade Federal de Ouro Preto, Ouro Preto, Brazil
| | - Daniela Caldeira Costa
- Departamento de Ciências Biológicas, Instituto de Ciências Exatas e Biológicas Universidade Federal de Ouro Preto, Ouro Preto, Brazil
| | - Wiliam Castro-Borges
- Departamento de Ciências Biológicas, Instituto de Ciências Exatas e Biológicas Universidade Federal de Ouro Preto, Ouro Preto, Brazil
- *Correspondence: Wiliam Castro-Borges,
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Faustino R, Carvalho FR, Medeiros T, Familiar-Macedo D, Vianna RADO, Leite PEC, Pereira IR, Cardoso CAA, De Azeredo EL, Silva AA. Pro-Inflammatory Profile of Children Exposed to Maternal Chikungunya Virus Infection during the Intrauterine Period: A One-Year Follow-Up Study. Viruses 2022; 14:v14091881. [PMID: 36146688 PMCID: PMC9501274 DOI: 10.3390/v14091881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 08/18/2022] [Accepted: 08/22/2022] [Indexed: 11/16/2022] Open
Abstract
Chikungunya virus (CHIKV) vertical transmission occurs due to maternal viremia in the prepartum. Clinical presentation in neonates can be varied; however, the consequences of intrauterine exposure on the immune response are unclear. Thus, we aimed to analyze inflammatory alterations in children exposed to maternal CHIKV infection. This is a cross-sectional study that included children exposed to maternal CHIKV infection (confirmed by RT-qPCR and/or IgM). Circulant immune mediators were analyzed by a multiplex assay. RESULTS: We included 33 children, with a mean age of 3 ± 2.9 months-old, and 19 (57.6%) were male. Only one child presented neurological alterations. CHIKV-exposed infants showed elevated levels of MIP-1α, MIP-1β, and CCL-2 (p < 0.05). Pro-inflammatory cytokines such as TNFα, IL-6, and IL-7 (p < 0.0001) were also increased. In addition, lower levels of PDGF-BB and GM-CSF were observed in the same group (p < 0.0001). Principal component (PC) analysis highlighted a distinction in the inflammatory profile between groups, where PC explained 56.6% of the alterations. Our findings suggest that maternal exposure to CHIKV can affect the circulating levels of pro-inflammatory cytokines during the infants’ first year of life. The long-term clinical consequences of these findings should be investigated.
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Affiliation(s)
- Renan Faustino
- Multiuser Laboratory for Research Support in Nephrology and Medical Sciences (LAMAP), Hospital Universitario Antonio Pedro, Faculty of Medicine, Universidade Federal Fluminense, Niteroi 24033-900, Brazil
| | - Fabiana Rabe Carvalho
- Multiuser Laboratory for Research Support in Nephrology and Medical Sciences (LAMAP), Hospital Universitario Antonio Pedro, Faculty of Medicine, Universidade Federal Fluminense, Niteroi 24033-900, Brazil
| | - Thalia Medeiros
- Multiuser Laboratory for Research Support in Nephrology and Medical Sciences (LAMAP), Hospital Universitario Antonio Pedro, Faculty of Medicine, Universidade Federal Fluminense, Niteroi 24033-900, Brazil
- Department of Pathology, Faculty of Medicine, Universidade Federal Fluminense, Niterói 24033-900, Brazil
| | - Débora Familiar-Macedo
- Viral Immunology Laboratory, Oswaldo Cruz Institute, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil
| | - Renata Artimos de Oliveira Vianna
- Multiuser Laboratory for Research Support in Nephrology and Medical Sciences (LAMAP), Hospital Universitario Antonio Pedro, Faculty of Medicine, Universidade Federal Fluminense, Niteroi 24033-900, Brazil
| | | | - Isabela Resende Pereira
- Department of Pathology, Faculty of Medicine, Universidade Federal Fluminense, Niterói 24033-900, Brazil
| | - Claudete Aparecida Araújo Cardoso
- Multiuser Laboratory for Research Support in Nephrology and Medical Sciences (LAMAP), Hospital Universitario Antonio Pedro, Faculty of Medicine, Universidade Federal Fluminense, Niteroi 24033-900, Brazil
- Department of Maternal and Child, Faculty of Medicine, Universidade Federal Fluminense, Niterói 24033-900, Brazil
| | - Elzinandes Leal De Azeredo
- Viral Immunology Laboratory, Oswaldo Cruz Institute, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil
- Correspondence: (E.L.D.A.); (A.A.S.); Tel.: +55-(21)-3674-7285 (A.A.S.)
| | - Andrea Alice Silva
- Multiuser Laboratory for Research Support in Nephrology and Medical Sciences (LAMAP), Hospital Universitario Antonio Pedro, Faculty of Medicine, Universidade Federal Fluminense, Niteroi 24033-900, Brazil
- Department of Pathology, Faculty of Medicine, Universidade Federal Fluminense, Niterói 24033-900, Brazil
- Correspondence: (E.L.D.A.); (A.A.S.); Tel.: +55-(21)-3674-7285 (A.A.S.)
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6
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Macedo-da-Silva J, Coutinho JVP, Rosa-Fernandes L, Marie SKN, Palmisano G. Exploring COVID-19 pathogenesis on command-line: A bioinformatics pipeline for handling and integrating omics data. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2022; 131:311-339. [PMID: 35871895 PMCID: PMC9095070 DOI: 10.1016/bs.apcsb.2022.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was first identified in late 2019 in Wuhan, China, and has proven to be highly pathogenic, making it a global public health threat. The immediate need to understand the mechanisms and impact of the virus made omics techniques stand out, as they can offer a holistic and comprehensive view of thousands of molecules in a single experiment. Mastering bioinformatics tools to process, analyze, integrate, and interpret omics data is a powerful knowledge to enrich results. We present a robust and open access computational pipeline for extracting information from quantitative proteomics and transcriptomics public data. We present the entire pipeline from raw data to differentially expressed genes. We explore processes and pathways related to mapped transcripts and proteins. A pipeline is presented to integrate and compare proteomics and transcriptomics data using also packages available in the Bioconductor and providing the codes used. Cholesterol metabolism, immune system activity, ECM, and proteasomal degradation pathways increased in infected patients. Leukocyte activation profile was overrepresented in both proteomics and transcriptomics data. Finally, we found a panel of proteins and transcripts regulated in the same direction in the lung transcriptome and plasma proteome that distinguish healthy and infected individuals. This panel of markers was confirmed in another cohort of patients, thus validating the robustness and functionality of the tools presented.
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Affiliation(s)
- Janaina Macedo-da-Silva
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, São Paulo, Brazil
| | | | - Livia Rosa-Fernandes
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, São Paulo, Brazil
| | - Suely Kazue Nagahashi Marie
- Cellular and Molecular Biology Laboratory (LIM 15), Neurology Department, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Giuseppe Palmisano
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, São Paulo, Brazil; School of Natural Sciences, Macquarie University, Sydney, NSW, Australia.
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7
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The impact of Zika virus exposure on the placental proteomic profile. Biochim Biophys Acta Mol Basis Dis 2021; 1868:166270. [PMID: 34582966 DOI: 10.1016/j.bbadis.2021.166270] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 08/12/2021] [Accepted: 09/12/2021] [Indexed: 11/21/2022]
Abstract
Zika virus (ZIKV) infection has caused severe unexpected clinical outcomes in neonates and adults during the recent outbreak in Latin America, particularly in Brazil. Congenital malformations associated with ZIKV have been frequently reported; nevertheless, the mechanism of vertical transmission and the involvement of placental cells remains unclear. In this study, we applied quantitative proteomics analysis in a floating explant model of chorionic villi of human placental tissues incubated with ZIKV and with ZIKV pre-adsorbed with anti-ZIKV envelope protein. Proteomic data are available via ProteomeXchange with identifier PXD025764. Altered levels of proteins were involved in cell proliferation, apoptosis, inflammatory processes, and the integrin-cytoskeleton complex. Antibody-opsonized ZIKV particles differentially modulated the pattern of protein expression in placental cells; this phenomenon may play a pivotal role in determining the course of infection and the role of mixed infections. The expression of specific proteins was also evaluated by immunoperoxidase assays. These data fill gaps in our understanding of early events after ZIKV placental exposure and help identify infection control targets.
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Macedo-da-Silva J, Santiago VF, Rosa-Fernandes L, Marinho CRF, Palmisano G. Protein glycosylation in extracellular vesicles: Structural characterization and biological functions. Mol Immunol 2021; 135:226-246. [PMID: 33933815 DOI: 10.1016/j.molimm.2021.04.017] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/13/2021] [Accepted: 04/20/2021] [Indexed: 02/07/2023]
Abstract
Extracellular vesicles (EVs) are lipid bilayer-enclosed particles involved in intercellular communication, delivery of biomolecules from donor to recipient cells, cellular disposal and homeostasis, potential biomarkers and drug carriers. The content of EVs includes DNA, lipids, metabolites, proteins, and microRNA, which have been studied in various diseases, such as cancer, diabetes, pregnancy, neurodegenerative, and cardiovascular disorders. EVs are enriched in glycoconjugates and exhibit specific glycosignatures. Protein glycosylation is a co- and post-translational modification (PTM) that plays an important role in the expression and function of exosomal proteins. N- and O-linked protein glycosylation has been mapped in exosomal proteins. The purpose of this review is to highlight the importance of glycosylation in EVs proteins. Initially, we describe the main PTMs in EVs with a focus on glycosylation. Then, we explore glycan-binding proteins describing the main findings of studies that investigated the glycosylation of EVs in cancer, pregnancy, infectious diseases, diabetes, mental disorders, and animal fluids. We have highlighted studies that have developed innovative methods for studying the content of EVs. In addition, we present works related to lipid glycosylation. We explored the content of studies deposited in public databases, such as Exocarta and Vesiclepedia. Finally, we discuss analytical methods for structural characterization of glycoconjugates and present an overview of the critical points of the study of glycosylation EVs, as well as perspectives in this field.
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Affiliation(s)
- Janaina Macedo-da-Silva
- Department of Parasitology, Institute of Biomedical Sciences, University of Sao Paulo, Brazil
| | - Verônica F Santiago
- Department of Parasitology, Institute of Biomedical Sciences, University of Sao Paulo, Brazil
| | - Livia Rosa-Fernandes
- Department of Parasitology, Institute of Biomedical Sciences, University of Sao Paulo, Brazil
| | - Claudio R F Marinho
- Department of Parasitology, Institute of Biomedical Sciences, University of Sao Paulo, Brazil
| | - Giuseppe Palmisano
- Department of Parasitology, Institute of Biomedical Sciences, University of Sao Paulo, Brazil.
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Nunes EDC, de Filippis AMB, Pereira TDES, Faria NRDC, Salgado Á, Santos CS, Carvalho TCPX, Calcagno JI, Chalhoub FLL, Brown D, Giovanetti M, Alcantara LCJ, Barreto FK, de Siqueira IC, Canuto GAB. Untargeted Metabolomics Insights into Newborns with Congenital Zika Infection. Pathogens 2021; 10:468. [PMID: 33924291 PMCID: PMC8070065 DOI: 10.3390/pathogens10040468] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 03/17/2021] [Accepted: 03/22/2021] [Indexed: 12/13/2022] Open
Abstract
Zika virus (ZIKV), an emerging virus belonging to the Flaviviridae family, causes severe neurological clinical complications and has been associated with Guillain-Barré syndrome, fetal abnormalities known collectively as congenital Zika syndrome, and microcephaly. Studies have shown that ZIKV infection can alter cellular metabolism, directly affecting neural development. Brain growth requires controlled cellular metabolism, which is essential for cell proliferation and maturation. However, little is known regarding the metabolic profile of ZIKV-infected newborns and possible associations related to microcephaly. Furthering the understanding surrounding underlying mechanisms is essential to developing personalized treatments for affected individuals. Thus, metabolomics, the study of the metabolites produced by or modified in an organism, constitutes a valuable approach in the study of complex diseases. Here, 26 serum samples from ZIKV-positive newborns with or without microcephaly, as well as controls, were analyzed using an untargeted metabolomics approach involving gas chromatography-mass spectrometry (GC-MS). Significant alterations in essential and non-essential amino acids, as well as carbohydrates (including aldohexoses, such as glucose or mannose) and their derivatives (urea and pyruvic acid), were observed in the metabolic profiles analyzed. Our results provide insight into relevant metabolic processes in patients with ZIKV and microcephaly.
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Affiliation(s)
- Estéfane da C. Nunes
- Departamento de Química Analítica, Instituto de Química, Universidade Federal da Bahia, Rua Barao de Jeremoabo, 147, Salvador, BA 40170-115, Brazil; (E.d.C.N.); (T.d.E.S.P.)
| | - Ana M. B. de Filippis
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fiocruz, Avenida Brasil, 4365, Manguinhos, Rio de Janeiro, RJ 21040-900, Brazil; (A.M.B.d.F.); (F.L.L.C.); (D.B.); (M.G.); (L.C.J.A.)
| | - Taiane do E. S. Pereira
- Departamento de Química Analítica, Instituto de Química, Universidade Federal da Bahia, Rua Barao de Jeremoabo, 147, Salvador, BA 40170-115, Brazil; (E.d.C.N.); (T.d.E.S.P.)
| | - Nieli R. da C. Faria
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fiocruz, Avenida Brasil, 4365, Manguinhos, Rio de Janeiro, RJ 21040-900, Brazil; (A.M.B.d.F.); (F.L.L.C.); (D.B.); (M.G.); (L.C.J.A.)
| | - Álvaro Salgado
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627, Belo Horizonte, MG 31270-901, Brazil;
| | - Cleiton S. Santos
- Instituto Gonçalo Moniz, Fiocruz, Rua Waldemar Falcão, 121, Salvador, BA 40295-010, Brazil;
| | - Teresa C. P. X. Carvalho
- Maternidade de Referência Professor José Maria de Magalhães Neto, SESAB, Rua Marquês de Maricá, Salvador, BA 40310-000, Brazil; (T.C.P.X.C.); (J.I.C.)
| | - Juan I. Calcagno
- Maternidade de Referência Professor José Maria de Magalhães Neto, SESAB, Rua Marquês de Maricá, Salvador, BA 40310-000, Brazil; (T.C.P.X.C.); (J.I.C.)
| | - Flávia L. L. Chalhoub
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fiocruz, Avenida Brasil, 4365, Manguinhos, Rio de Janeiro, RJ 21040-900, Brazil; (A.M.B.d.F.); (F.L.L.C.); (D.B.); (M.G.); (L.C.J.A.)
| | - David Brown
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fiocruz, Avenida Brasil, 4365, Manguinhos, Rio de Janeiro, RJ 21040-900, Brazil; (A.M.B.d.F.); (F.L.L.C.); (D.B.); (M.G.); (L.C.J.A.)
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fiocruz, Avenida Brasil, 4365, Manguinhos, Rio de Janeiro, RJ 21040-900, Brazil; (A.M.B.d.F.); (F.L.L.C.); (D.B.); (M.G.); (L.C.J.A.)
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627, Belo Horizonte, MG 31270-901, Brazil;
| | - Luiz C. J. Alcantara
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fiocruz, Avenida Brasil, 4365, Manguinhos, Rio de Janeiro, RJ 21040-900, Brazil; (A.M.B.d.F.); (F.L.L.C.); (D.B.); (M.G.); (L.C.J.A.)
- Laboratório de Genética Celular e Molecular, Universidade Federal de Minas Gerais, Avenida Presidente Antônio Carlos, 6627, Belo Horizonte, MG 31270-901, Brazil;
| | - Fernanda K. Barreto
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Rua Hormindo Barros, 58, Vitória da Conquista, BA 45029-094, Brazil
| | - Isadora C. de Siqueira
- Instituto Gonçalo Moniz, Fiocruz, Rua Waldemar Falcão, 121, Salvador, BA 40295-010, Brazil;
| | - Gisele A. B. Canuto
- Departamento de Química Analítica, Instituto de Química, Universidade Federal da Bahia, Rua Barao de Jeremoabo, 147, Salvador, BA 40170-115, Brazil; (E.d.C.N.); (T.d.E.S.P.)
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Badolato-Corrêa J, Carvalho FR, Paiva IA, Familiar-Macedo D, Dias HG, Pauvolid-Corrêa A, Fernandes-Santos C, Lima MDRQ, Gandini M, Silva AA, Baeta Cavalcanti SM, de Oliveira SA, de Oliveira Vianna RA, de Azeredo EL, Cardoso CAA, Grifoni A, Sette A, Weiskopf D, de-Oliveira-Pinto LM. Differential Longevity of Memory CD4 and CD8 T Cells in a Cohort of the Mothers With a History of ZIKV Infection and Their Children. Front Immunol 2021; 12:610456. [PMID: 33679748 PMCID: PMC7928292 DOI: 10.3389/fimmu.2021.610456] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 01/22/2021] [Indexed: 12/27/2022] Open
Abstract
Background: Zika virus (ZIKV) infection causes for mild and self-limiting disease in healthy adults. In newborns, it can occasionally lead to a spectrum of malformations, the congenital Zika syndrome (CZS). Thus, little is known if mothers and babies with a history of ZIKV infection were able to develop long-lasting T-cell immunity. To these issues, we measure the prevalence of ZIKV T-cell immunity in a cohort of mothers infected to the ZIKV during pregnancy in the 2016–2017 Zika outbreak, who gave birth to infants affected by neurological complications or asymptomatic ones. Results: Twenty-one mothers and 18 children were tested for IFN-γ ELISpot and T-cell responses for flow cytometry assays in response to CD4 ZIKV and CD8 ZIKV megapools (CD4 ZIKV MP and CD8 ZIKV MP). IFN-γ ELISpot responses to ZIKV MPs showed an increased CD4 and CD8 T-cell responses in mothers compared to children. The degranulation activity and IFN-γ-producing CD4 T cells were detected in most mothers, and children, while in CD8 T-cells, low responses were detected in these study groups. The total Temra T cell subset is enriched for IFN-γ+ CD4 T cells after stimulation of CD4 ZIKV MP. Conclusion: Donors with a history of ZIKV infection demonstrated long-term CD4 T cell immunity to ZIKV CD4 MP. However, the same was not observed in CD8 T cells with the ZIKV CD8 MP. One possibility is that the cytotoxic and pro-inflammatory activities of CD8 T cells are markedly demonstrated in the early stages of infection, but less detected in the disease resolution phase, when the virus has already been eliminated. The responses of mothers' T cells to ZIKV MPs do not appear to be related to their children's clinical outcome. There was also no marked difference in the T cell responses to ZIKV MP between children affected or not with CZS. These data still need to be investigated, including the evaluation of the response of CD8 T cells to other ZIKV peptides.
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Affiliation(s)
| | - Fabiana Rabe Carvalho
- Multiuser Laboratory for Research in Nephrology and Medical Science, School of Medicine, Universidade Federal Fluminense, Niterói, Brazil
| | - Iury Amancio Paiva
- Laboratory of Viral Immunology, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | | | | | - Alex Pauvolid-Corrêa
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, United States.,Laboratory of Respiratory Viruses and Measles, Fiocruz, Rio de Janeiro, Brazil
| | | | | | - Mariana Gandini
- Laboratory of Cellular Microbiology, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Andréa Alice Silva
- Multiuser Laboratory for Research in Nephrology and Medical Science, School of Medicine, Universidade Federal Fluminense, Niterói, Brazil
| | | | | | | | | | - Claudete Aparecida Araújo Cardoso
- Multiuser Laboratory for Research in Nephrology and Medical Science, School of Medicine, Universidade Federal Fluminense, Niterói, Brazil.,Department of Maternal and Child, School of Medicine, Universidade Federal Fluminense, Niterói, Brazil
| | - Alba Grifoni
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), San Diego, CA, United States
| | - Alessandro Sette
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), San Diego, CA, United States.,Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California, San Diego, San Diego, CA, United States
| | - Daniela Weiskopf
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), San Diego, CA, United States
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