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The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty
Despite the initiative by WHO and other international organizations to eliminate HCV in the medium term, hepatitis C infection is still a major public health problem. Even non-injecting drugs users who engage in harmful or addictive drug use are at greater risk of acquiring the infection, when compa...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6346030/ https://www.ncbi.nlm.nih.gov/pubmed/30679480 http://dx.doi.org/10.1038/s41598-018-35657-0 |
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author | Coutinho, Carolina Bastos, Leonardo S. da Mota, Jurema Corrêa Toledo, Lidiane Costa, Katia Bertoni, Neilane Bastos, Francisco I. |
author_facet | Coutinho, Carolina Bastos, Leonardo S. da Mota, Jurema Corrêa Toledo, Lidiane Costa, Katia Bertoni, Neilane Bastos, Francisco I. |
author_sort | Coutinho, Carolina |
collection | PubMed |
description | Despite the initiative by WHO and other international organizations to eliminate HCV in the medium term, hepatitis C infection is still a major public health problem. Even non-injecting drugs users who engage in harmful or addictive drug use are at greater risk of acquiring the infection, when compared to the general population. This study evaluate risk factors for HCV infection in users of crack/cocaine in Brazil, using multilevel models that incorporate variations in the sensitivity and specificity of the respective diagnostic tests. The sample included all the participants of a national survey on street crack cocaine users with serologically reactive result in the rapid test for the HCV as well as 4 non-reactive controls, matched by sex, age category, and major geographic region of residence. Multilevel logistic regression models were used, with and without incorporation of the diagnostic test’s sensitivity and specificity values. The odds of HCV infection were 85% higher among polydrug users, 7.81 times higher among injecting drug users, and 3.69 times higher in those reporting to have genital ulcers. Statistical modeling strategies that incorporate the sensitivity and specificity of diagnostic tests in challenging settings are useful for studying the association between risk factors and infection status. |
format | Online Article Text |
id | pubmed-6346030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63460302019-01-29 The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty Coutinho, Carolina Bastos, Leonardo S. da Mota, Jurema Corrêa Toledo, Lidiane Costa, Katia Bertoni, Neilane Bastos, Francisco I. Sci Rep Article Despite the initiative by WHO and other international organizations to eliminate HCV in the medium term, hepatitis C infection is still a major public health problem. Even non-injecting drugs users who engage in harmful or addictive drug use are at greater risk of acquiring the infection, when compared to the general population. This study evaluate risk factors for HCV infection in users of crack/cocaine in Brazil, using multilevel models that incorporate variations in the sensitivity and specificity of the respective diagnostic tests. The sample included all the participants of a national survey on street crack cocaine users with serologically reactive result in the rapid test for the HCV as well as 4 non-reactive controls, matched by sex, age category, and major geographic region of residence. Multilevel logistic regression models were used, with and without incorporation of the diagnostic test’s sensitivity and specificity values. The odds of HCV infection were 85% higher among polydrug users, 7.81 times higher among injecting drug users, and 3.69 times higher in those reporting to have genital ulcers. Statistical modeling strategies that incorporate the sensitivity and specificity of diagnostic tests in challenging settings are useful for studying the association between risk factors and infection status. Nature Publishing Group UK 2019-01-24 /pmc/articles/PMC6346030/ /pubmed/30679480 http://dx.doi.org/10.1038/s41598-018-35657-0 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Coutinho, Carolina Bastos, Leonardo S. da Mota, Jurema Corrêa Toledo, Lidiane Costa, Katia Bertoni, Neilane Bastos, Francisco I. The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty |
title | The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty |
title_full | The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty |
title_fullStr | The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty |
title_full_unstemmed | The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty |
title_short | The risks of HCV infection among Brazilian crack cocaine users: incorporating diagnostic test uncertainty |
title_sort | risks of hcv infection among brazilian crack cocaine users: incorporating diagnostic test uncertainty |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6346030/ https://www.ncbi.nlm.nih.gov/pubmed/30679480 http://dx.doi.org/10.1038/s41598-018-35657-0 |
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