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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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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. |
format | Online Article Text |
id | pubmed-9797737 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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