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Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis

BACKGROUND: Schistosomiasis is a parasitic disease associated with poverty. It is estimated that 7.1 million people are infected with Schistosoma mansoni in Latin America, with 95% of them living in Brazil. Accurate diagnosis and timely treatment are important measures to control and eliminate schis...

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Autores principales: Mesquita, Silvia Gonçalves, Caldeira, Roberta Lima, Favre, Tereza Cristina, Massara, Cristiano Lara, Beck, Lílian Christina Nóbrega Holsbach, Simões, Taynãna César, de Carvalho, Gardênia Braz Figueiredo, dos Santos Neves, Flória Gabriela, de Oliveira, Gabriela, de Souza Barbosa Lacerda, Larisse, de Almeida, Matheus Alves, dos Santos Carvalho, Omar, Moraes Mourão, Marina, Oliveira, Edward, Silva-Pereira, Rosiane A., Fonseca, Cristina Toscano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797737/
https://www.ncbi.nlm.nih.gov/pubmed/36590409
http://dx.doi.org/10.3389/fmicb.2022.1048457
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author Mesquita, Silvia Gonçalves
Caldeira, Roberta Lima
Favre, Tereza Cristina
Massara, Cristiano Lara
Beck, Lílian Christina Nóbrega Holsbach
Simões, Taynãna César
de Carvalho, Gardênia Braz Figueiredo
dos Santos Neves, Flória Gabriela
de Oliveira, Gabriela
de Souza Barbosa Lacerda, Larisse
de Almeida, Matheus Alves
dos Santos Carvalho, Omar
Moraes Mourão, Marina
Oliveira, Edward
Silva-Pereira, Rosiane A.
Fonseca, Cristina Toscano
author_facet Mesquita, Silvia Gonçalves
Caldeira, Roberta Lima
Favre, Tereza Cristina
Massara, Cristiano Lara
Beck, Lílian Christina Nóbrega Holsbach
Simões, Taynãna César
de Carvalho, Gardênia Braz Figueiredo
dos Santos Neves, Flória Gabriela
de Oliveira, Gabriela
de Souza Barbosa Lacerda, Larisse
de Almeida, Matheus Alves
dos Santos Carvalho, Omar
Moraes Mourão, Marina
Oliveira, Edward
Silva-Pereira, Rosiane A.
Fonseca, Cristina Toscano
author_sort Mesquita, Silvia Gonçalves
collection PubMed
description BACKGROUND: Schistosomiasis is a parasitic disease associated with poverty. It is estimated that 7.1 million people are infected with Schistosoma mansoni in Latin America, with 95% of them living in Brazil. Accurate diagnosis and timely treatment are important measures to control and eliminate schistosomiasis, but diagnostic improvements are needed to detect infections, especially in areas of low endemicity. METHODOLOGY: This research aimed to evaluate the performance of 11 diagnostic tests using latent class analysis (LCA). A cross-sectional survey was undertaken in a low endemicity area of the municipality of Malacacheta, Minas Gerais, Brazil. Feces, urine, and blood samples were collected from 400 residents older than 6 years of age, who had not been treated with praziquantel in the 12 months previous to the collection of their samples. The collected samples were examined using parasitological (Helm Test(®) kit Kato-Katz), nucleic acid amplification tests -NAATs (PCR, qPCR and LAMP on urine; PCR-ELISA, qPCR and LAMP on stool), and immunological (POC-CCA, the commercial anti-Schistosoma mansoni IgG ELISA kit from Euroimmun, and two in-house ELISA assays using either the recombinant antigen PPE or the synthetic peptide Smp150390.1) tests. RESULTS: The positivity rate of the 11 tests evaluated ranged from 5% (qPCR on urine) to 40.8% (commercial ELISA kit). The estimated prevalence of schistosomiasis was 12% (95% CI: 9–15%) according to the LCA. Among all tests assessed, the commercial ELISA kit had the highest estimated sensitivity (100%), while the Kato-Katz had the highest estimated specificity (99%). Based on the accuracy measures observed, we proposed three 2-step diagnostic approaches for the active search of infected people in endemic settings. The approaches proposed consist of combinations of commercial ELISA kit and NAATs tests performed on stool. All the approaches had higher sensitivity and specificity than the mean values observed for the 11 tests (70.4 and 89.5%, respectively). CONCLUSION: We showed that it is possible to achieve high specificity and sensitivity rates with lower costs by combining serological and NAATs tests, which would assist in the decision-making process for appropriate allocation of public funding aiming to achieve the WHO target of eliminating schistosomiasis as a public health problem by 2030.
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spelling pubmed-97977372022-12-30 Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis Mesquita, Silvia Gonçalves Caldeira, Roberta Lima Favre, Tereza Cristina Massara, Cristiano Lara Beck, Lílian Christina Nóbrega Holsbach Simões, Taynãna César de Carvalho, Gardênia Braz Figueiredo dos Santos Neves, Flória Gabriela de Oliveira, Gabriela de Souza Barbosa Lacerda, Larisse de Almeida, Matheus Alves dos Santos Carvalho, Omar Moraes Mourão, Marina Oliveira, Edward Silva-Pereira, Rosiane A. Fonseca, Cristina Toscano Front Microbiol Microbiology BACKGROUND: Schistosomiasis is a parasitic disease associated with poverty. It is estimated that 7.1 million people are infected with Schistosoma mansoni in Latin America, with 95% of them living in Brazil. Accurate diagnosis and timely treatment are important measures to control and eliminate schistosomiasis, but diagnostic improvements are needed to detect infections, especially in areas of low endemicity. METHODOLOGY: This research aimed to evaluate the performance of 11 diagnostic tests using latent class analysis (LCA). A cross-sectional survey was undertaken in a low endemicity area of the municipality of Malacacheta, Minas Gerais, Brazil. Feces, urine, and blood samples were collected from 400 residents older than 6 years of age, who had not been treated with praziquantel in the 12 months previous to the collection of their samples. The collected samples were examined using parasitological (Helm Test(®) kit Kato-Katz), nucleic acid amplification tests -NAATs (PCR, qPCR and LAMP on urine; PCR-ELISA, qPCR and LAMP on stool), and immunological (POC-CCA, the commercial anti-Schistosoma mansoni IgG ELISA kit from Euroimmun, and two in-house ELISA assays using either the recombinant antigen PPE or the synthetic peptide Smp150390.1) tests. RESULTS: The positivity rate of the 11 tests evaluated ranged from 5% (qPCR on urine) to 40.8% (commercial ELISA kit). The estimated prevalence of schistosomiasis was 12% (95% CI: 9–15%) according to the LCA. Among all tests assessed, the commercial ELISA kit had the highest estimated sensitivity (100%), while the Kato-Katz had the highest estimated specificity (99%). Based on the accuracy measures observed, we proposed three 2-step diagnostic approaches for the active search of infected people in endemic settings. The approaches proposed consist of combinations of commercial ELISA kit and NAATs tests performed on stool. All the approaches had higher sensitivity and specificity than the mean values observed for the 11 tests (70.4 and 89.5%, respectively). CONCLUSION: We showed that it is possible to achieve high specificity and sensitivity rates with lower costs by combining serological and NAATs tests, which would assist in the decision-making process for appropriate allocation of public funding aiming to achieve the WHO target of eliminating schistosomiasis as a public health problem by 2030. Frontiers Media S.A. 2022-12-15 /pmc/articles/PMC9797737/ /pubmed/36590409 http://dx.doi.org/10.3389/fmicb.2022.1048457 Text en Copyright © 2022 Mesquita, Caldeira, Favre, Massara, Beck, Simões, Carvalho, Neves, de Oliveira, Lacerda, de Almeida, Carvalho, Mourão, Oliveira, Silva-Pereira and Fonseca. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Mesquita, Silvia Gonçalves
Caldeira, Roberta Lima
Favre, Tereza Cristina
Massara, Cristiano Lara
Beck, Lílian Christina Nóbrega Holsbach
Simões, Taynãna César
de Carvalho, Gardênia Braz Figueiredo
dos Santos Neves, Flória Gabriela
de Oliveira, Gabriela
de Souza Barbosa Lacerda, Larisse
de Almeida, Matheus Alves
dos Santos Carvalho, Omar
Moraes Mourão, Marina
Oliveira, Edward
Silva-Pereira, Rosiane A.
Fonseca, Cristina Toscano
Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis
title Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis
title_full Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis
title_fullStr Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis
title_full_unstemmed Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis
title_short Assessment of the accuracy of 11 different diagnostic tests for the detection of Schistosomiasis mansoni in individuals from a Brazilian area of low endemicity using latent class analysis
title_sort assessment of the accuracy of 11 different diagnostic tests for the detection of schistosomiasis mansoni in individuals from a brazilian area of low endemicity using latent class analysis
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797737/
https://www.ncbi.nlm.nih.gov/pubmed/36590409
http://dx.doi.org/10.3389/fmicb.2022.1048457
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