Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis

Detalhes bibliográficos
Autor(a) principal: Thádia Evelyn de Araújo
Data de Publicação: 2020
Outros Autores: Luara Isabela dos Santos, Angelica Oliveira Gomes, Ana Carolina Aguiar Vasconcelos Carneiro, Anderson Silva Machado, Jordana Grazziela Alves Coelho dos Reis, Vanessa Peruhype‑Magalhães, Samantha Ribeiro Béla, Gláucia Manzan Queiroz Andrade, Daniel Vítor de Vasconcelos Santos, José Nélio Januário, Andréa Teixeira‑Carvalho, Ricardo Wagner Almeida Vitor, Lis Ribeiro do Valle Antonelli, Eloisa Amália Vieira Ferro, Olindo Assis Martins Filho, Danuza de Oliveira Machado Azevedo, Ericka Viana Machado Carellos, Luciana Macedo de Resende, Roberta Maia de Castro Romanelli
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFMG
Texto Completo: https://doi.org/10.1038/s41598-020-73265-z
http://hdl.handle.net/1843/51504
https://orcid.org/0000-0002-6212-2164
https://orcid.org/0000-0001-8719-2794
https://orcid.org/0000-0002-2360-1875
https://orcid.org/0000-0002-2907-2724
https://orcid.org/0000-0003-3174-8663
https://orcid.org/0000-0002-6747-2024
https://orcid.org/0000-0002-0912-3782
https://orcid.org/0000-0002-4969-8812
https://orcid.org/0000-0002-7447-2583
https://orcid.org/0000-0002-5494-4889
https://orcid.org/0000-0002-3319-7597
https://orcid.org/0000-0002-2004-2692
https://orcid.org/0000-0002-1660-0751
Resumo: In the present study we have evaluated the performance of several immunological biomarkers for early diagnosis and prognosis of congenital toxoplasmosis. Our results showed that ex vivo serum levels of CXCL9, and the frequencies of circulating CD4+ CD25+ T-cells and T. gondii-specifc IFN-γ+ CD4+ T-cells measured 30–45 days after birth presented high accuracy to distinguish T. gondii-infected infants from healthy age-matched controls (Global Accuracy/AUC= 0.9; 0.9 and 0.8, respectively). Of note was the enhanced performance (Accuracy= 96%) achieved by using a combined stepwise analysis of CD4+ CD25+ T-cells and CXCL9. In addition, high global accuracy (AUC= 0.9) with elevated sensitivity (Se = 98%) was also reached by using the total frequency of in vitro IFN-γ-producing T. gondii-specifc T-cells (∑ IFN-γ+ CD4+ & CD8+) as a biomarker of congenital toxoplasmosis. Furthermore, the analysis of in vitro T. gondii-specifc IL5+ CD4+ T-cells and IFN-γ+ NK-cells displayed a high accuracy for early prognosis of ocular lesion in infant with congenital toxoplasmosis (Global Accuracy/AUC= 0.8 and 0.9, respectively). Together, these fndings support the relevance of employing the elements of the cell-mediated immune response as biomarkers with potential to endorse early diagnosis and prognosis of congenital ocular toxoplasmosis to contribute for a precise clinical management and efective therapeutic intervention.
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spelling 2023-04-03T20:11:42Z2023-04-03T20:11:42Z202010https://doi.org/10.1038/s41598-020-73265-z2045-2322http://hdl.handle.net/1843/51504https://orcid.org/0000-0002-6212-2164https://orcid.org/0000-0001-8719-2794https://orcid.org/0000-0002-2360-1875https://orcid.org/0000-0002-2907-2724https://orcid.org/0000-0003-3174-8663https://orcid.org/0000-0002-6747-2024https://orcid.org/0000-0002-0912-3782https://orcid.org/0000-0002-4969-8812https://orcid.org/0000-0002-7447-2583https://orcid.org/0000-0002-5494-4889https://orcid.org/0000-0002-3319-7597https://orcid.org/0000-0002-2004-2692https://orcid.org/0000-0002-1660-0751In the present study we have evaluated the performance of several immunological biomarkers for early diagnosis and prognosis of congenital toxoplasmosis. Our results showed that ex vivo serum levels of CXCL9, and the frequencies of circulating CD4+ CD25+ T-cells and T. gondii-specifc IFN-γ+ CD4+ T-cells measured 30–45 days after birth presented high accuracy to distinguish T. gondii-infected infants from healthy age-matched controls (Global Accuracy/AUC= 0.9; 0.9 and 0.8, respectively). Of note was the enhanced performance (Accuracy= 96%) achieved by using a combined stepwise analysis of CD4+ CD25+ T-cells and CXCL9. In addition, high global accuracy (AUC= 0.9) with elevated sensitivity (Se = 98%) was also reached by using the total frequency of in vitro IFN-γ-producing T. gondii-specifc T-cells (∑ IFN-γ+ CD4+ & CD8+) as a biomarker of congenital toxoplasmosis. Furthermore, the analysis of in vitro T. gondii-specifc IL5+ CD4+ T-cells and IFN-γ+ NK-cells displayed a high accuracy for early prognosis of ocular lesion in infant with congenital toxoplasmosis (Global Accuracy/AUC= 0.8 and 0.9, respectively). Together, these fndings support the relevance of employing the elements of the cell-mediated immune response as biomarkers with potential to endorse early diagnosis and prognosis of congenital ocular toxoplasmosis to contribute for a precise clinical management and efective therapeutic intervention.No presente estudo avaliamos o desempenho de vários biomarcadores imunológicos para o diagnóstico precoce e prognóstico da toxoplasmose congênita. Nossos resultados mostraram que os níveis séricos ex vivo de CXCL9 e as frequências de células T CD4+ CD25+ circulantes e células T IFN-γ+ CD4+ específicas de T. gondii medidas 30–45 dias após o nascimento apresentaram alta precisão para distinguir T. gondii -crianças infectadas de controles saudáveis ​​pareados por idade (Precisão Global/AUC= 0,9; 0,9 e 0,8, respectivamente). Digno de nota foi o desempenho aprimorado (precisão = 96%) obtido usando uma análise passo a passo combinada de células T CD4+ CD25+ e CXCL9. Além disso, alta precisão global (AUC = 0,9) com sensibilidade elevada (Se = 98%) também foi alcançada usando a frequência total de células T específicas de T. gondii produtoras de IFN-γ in vitro (∑ IFN-γ+ CD4+ & CD8+) como um biomarcador de toxoplasmose congênita. Além disso, a análise in vitro de células T IL5+ CD4+ específicas de T. gondii e células NK IFN-γ+ apresentou uma alta precisão para o prognóstico precoce de lesão ocular em lactente com toxoplasmose congênita (Precisão Global/AUC= 0,8 e 0,9, respectivamente). Juntos, esses achados reforçam a relevância do emprego dos elementos da resposta imune mediada por células como biomarcadores com potencial para endossar o diagnóstico precoce e o prognóstico da toxoplasmose ocular congênita, contribuindo para um manejo clínico preciso e uma intervenção terapêutica eficaz.CNPq - Conselho Nacional de Desenvolvimento Científico e TecnológicoFAPEMIG - Fundação de Amparo à Pesquisa do Estado de Minas GeraisCAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorOutra AgênciaengUniversidade Federal de Minas GeraisUFMGBrasilHCL - HOSPITAL DAS CLINICASICB - DEPARTAMENTO DE MICROBIOLOGIAICB - DEPARTAMENTO DE PARASITOLOGIAMED - DEPARTAMENTO DE CLÍNICA MÉDICAMED - DEPARTAMENTO DE FONOAUDIOLOGIAMED - DEPARTAMENTO DE OFTALMOLOGIA E OTORRINOLARINGOLOGIAMED - DEPARTAMENTO DE PEDIATRIAScientific ReportsBiomarcadoresToxoplasmose congênitaToxoplasmose ocularToxoplasmaOlhoPrognósticoLactenteDiagnóstico precoceImmunological biomarkersCongenital toxoplasmosisOcular lesionInfantPutative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosisBiomarcadores putativos para diagnóstico e prognóstico de toxoplasmose ocular congênitainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://www.nature.com/articles/s41598-020-73265-zThádia Evelyn de AraújoLuara Isabela dos SantosAngelica Oliveira GomesAna Carolina Aguiar Vasconcelos CarneiroAnderson Silva MachadoJordana Grazziela Alves Coelho dos ReisVanessa Peruhype‑MagalhãesSamantha Ribeiro BélaGláucia Manzan Queiroz AndradeDaniel Vítor de Vasconcelos SantosJosé Nélio JanuárioAndréa Teixeira‑CarvalhoRicardo Wagner Almeida VitorLis Ribeiro do Valle AntonelliEloisa Amália Vieira FerroOlindo Assis Martins FilhoDanuza de Oliveira Machado AzevedoEricka Viana Machado CarellosLuciana Macedo de ResendeRoberta Maia de Castro Romanelliapplication/pdfinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGLICENSELicense.txtLicense.txttext/plain; charset=utf-82042https://repositorio.ufmg.br/bitstream/1843/51504/1/License.txtfa505098d172de0bc8864fc1287ffe22MD51ORIGINALPutative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis.pdfPutative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis.pdfapplication/pdf1220856https://repositorio.ufmg.br/bitstream/1843/51504/2/Putative%20biomarkers%20for%20early%20diagnosis%20and%20prognosis%20of%20congenital%20ocular%20toxoplasmosis.pdfcb7b2c5dcb6159db1a4764490904cab0MD521843/515042023-04-03 17:11:42.228oai:repositorio.ufmg.br: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Repositório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2023-04-03T20:11:42Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
dc.title.alternative.pt_BR.fl_str_mv Biomarcadores putativos para diagnóstico e prognóstico de toxoplasmose ocular congênita
title Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
spellingShingle Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
Thádia Evelyn de Araújo
Immunological biomarkers
Congenital toxoplasmosis
Ocular lesion
Infant
Biomarcadores
Toxoplasmose congênita
Toxoplasmose ocular
Toxoplasma
Olho
Prognóstico
Lactente
Diagnóstico precoce
title_short Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
title_full Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
title_fullStr Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
title_full_unstemmed Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
title_sort Putative biomarkers for early diagnosis and prognosis of congenital ocular toxoplasmosis
author Thádia Evelyn de Araújo
author_facet Thádia Evelyn de Araújo
Luara Isabela dos Santos
Angelica Oliveira Gomes
Ana Carolina Aguiar Vasconcelos Carneiro
Anderson Silva Machado
Jordana Grazziela Alves Coelho dos Reis
Vanessa Peruhype‑Magalhães
Samantha Ribeiro Béla
Gláucia Manzan Queiroz Andrade
Daniel Vítor de Vasconcelos Santos
José Nélio Januário
Andréa Teixeira‑Carvalho
Ricardo Wagner Almeida Vitor
Lis Ribeiro do Valle Antonelli
Eloisa Amália Vieira Ferro
Olindo Assis Martins Filho
Danuza de Oliveira Machado Azevedo
Ericka Viana Machado Carellos
Luciana Macedo de Resende
Roberta Maia de Castro Romanelli
author_role author
author2 Luara Isabela dos Santos
Angelica Oliveira Gomes
Ana Carolina Aguiar Vasconcelos Carneiro
Anderson Silva Machado
Jordana Grazziela Alves Coelho dos Reis
Vanessa Peruhype‑Magalhães
Samantha Ribeiro Béla
Gláucia Manzan Queiroz Andrade
Daniel Vítor de Vasconcelos Santos
José Nélio Januário
Andréa Teixeira‑Carvalho
Ricardo Wagner Almeida Vitor
Lis Ribeiro do Valle Antonelli
Eloisa Amália Vieira Ferro
Olindo Assis Martins Filho
Danuza de Oliveira Machado Azevedo
Ericka Viana Machado Carellos
Luciana Macedo de Resende
Roberta Maia de Castro Romanelli
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Thádia Evelyn de Araújo
Luara Isabela dos Santos
Angelica Oliveira Gomes
Ana Carolina Aguiar Vasconcelos Carneiro
Anderson Silva Machado
Jordana Grazziela Alves Coelho dos Reis
Vanessa Peruhype‑Magalhães
Samantha Ribeiro Béla
Gláucia Manzan Queiroz Andrade
Daniel Vítor de Vasconcelos Santos
José Nélio Januário
Andréa Teixeira‑Carvalho
Ricardo Wagner Almeida Vitor
Lis Ribeiro do Valle Antonelli
Eloisa Amália Vieira Ferro
Olindo Assis Martins Filho
Danuza de Oliveira Machado Azevedo
Ericka Viana Machado Carellos
Luciana Macedo de Resende
Roberta Maia de Castro Romanelli
dc.subject.por.fl_str_mv Immunological biomarkers
Congenital toxoplasmosis
Ocular lesion
Infant
topic Immunological biomarkers
Congenital toxoplasmosis
Ocular lesion
Infant
Biomarcadores
Toxoplasmose congênita
Toxoplasmose ocular
Toxoplasma
Olho
Prognóstico
Lactente
Diagnóstico precoce
dc.subject.other.pt_BR.fl_str_mv Biomarcadores
Toxoplasmose congênita
Toxoplasmose ocular
Toxoplasma
Olho
Prognóstico
Lactente
Diagnóstico precoce
description In the present study we have evaluated the performance of several immunological biomarkers for early diagnosis and prognosis of congenital toxoplasmosis. Our results showed that ex vivo serum levels of CXCL9, and the frequencies of circulating CD4+ CD25+ T-cells and T. gondii-specifc IFN-γ+ CD4+ T-cells measured 30–45 days after birth presented high accuracy to distinguish T. gondii-infected infants from healthy age-matched controls (Global Accuracy/AUC= 0.9; 0.9 and 0.8, respectively). Of note was the enhanced performance (Accuracy= 96%) achieved by using a combined stepwise analysis of CD4+ CD25+ T-cells and CXCL9. In addition, high global accuracy (AUC= 0.9) with elevated sensitivity (Se = 98%) was also reached by using the total frequency of in vitro IFN-γ-producing T. gondii-specifc T-cells (∑ IFN-γ+ CD4+ & CD8+) as a biomarker of congenital toxoplasmosis. Furthermore, the analysis of in vitro T. gondii-specifc IL5+ CD4+ T-cells and IFN-γ+ NK-cells displayed a high accuracy for early prognosis of ocular lesion in infant with congenital toxoplasmosis (Global Accuracy/AUC= 0.8 and 0.9, respectively). Together, these fndings support the relevance of employing the elements of the cell-mediated immune response as biomarkers with potential to endorse early diagnosis and prognosis of congenital ocular toxoplasmosis to contribute for a precise clinical management and efective therapeutic intervention.
publishDate 2020
dc.date.issued.fl_str_mv 2020
dc.date.accessioned.fl_str_mv 2023-04-03T20:11:42Z
dc.date.available.fl_str_mv 2023-04-03T20:11:42Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1843/51504
dc.identifier.doi.pt_BR.fl_str_mv https://doi.org/10.1038/s41598-020-73265-z
dc.identifier.issn.pt_BR.fl_str_mv 2045-2322
dc.identifier.orcid.pt_BR.fl_str_mv https://orcid.org/0000-0002-6212-2164
https://orcid.org/0000-0001-8719-2794
https://orcid.org/0000-0002-2360-1875
https://orcid.org/0000-0002-2907-2724
https://orcid.org/0000-0003-3174-8663
https://orcid.org/0000-0002-6747-2024
https://orcid.org/0000-0002-0912-3782
https://orcid.org/0000-0002-4969-8812
https://orcid.org/0000-0002-7447-2583
https://orcid.org/0000-0002-5494-4889
https://orcid.org/0000-0002-3319-7597
https://orcid.org/0000-0002-2004-2692
https://orcid.org/0000-0002-1660-0751
url https://doi.org/10.1038/s41598-020-73265-z
http://hdl.handle.net/1843/51504
https://orcid.org/0000-0002-6212-2164
https://orcid.org/0000-0001-8719-2794
https://orcid.org/0000-0002-2360-1875
https://orcid.org/0000-0002-2907-2724
https://orcid.org/0000-0003-3174-8663
https://orcid.org/0000-0002-6747-2024
https://orcid.org/0000-0002-0912-3782
https://orcid.org/0000-0002-4969-8812
https://orcid.org/0000-0002-7447-2583
https://orcid.org/0000-0002-5494-4889
https://orcid.org/0000-0002-3319-7597
https://orcid.org/0000-0002-2004-2692
https://orcid.org/0000-0002-1660-0751
identifier_str_mv 2045-2322
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.pt_BR.fl_str_mv Scientific Reports
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv HCL - HOSPITAL DAS CLINICAS
ICB - DEPARTAMENTO DE MICROBIOLOGIA
ICB - DEPARTAMENTO DE PARASITOLOGIA
MED - DEPARTAMENTO DE CLÍNICA MÉDICA
MED - DEPARTAMENTO DE FONOAUDIOLOGIA
MED - DEPARTAMENTO DE OFTALMOLOGIA E OTORRINOLARINGOLOGIA
MED - DEPARTAMENTO DE PEDIATRIA
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
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