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An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population

Despite the effectiveness of available treatments, hepatitis C virus (HCV) remains a major public health problem, mainly due to the high percentage of undiagnosed individuals. We aim to create an easy-to-implement risk score to facilitate targeted HCV testing in the general population. This is a sub...

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Autores principales: Martínez-Sanz, Javier, Vivancos-Gallego, María Jesús, Fernández-Felix, Borja Manuel, Muriel, Alfonso, Pérez-Elías, Pilar, Uranga, Almudena, Romero, Beatriz, Galán, Juan Carlos, Moreno, Santiago, Pérez-Elías, María Jesús
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9045242/
https://www.ncbi.nlm.nih.gov/pubmed/35357241
http://dx.doi.org/10.1128/spectrum.02286-21
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author Martínez-Sanz, Javier
Vivancos-Gallego, María Jesús
Fernández-Felix, Borja Manuel
Muriel, Alfonso
Pérez-Elías, Pilar
Uranga, Almudena
Romero, Beatriz
Galán, Juan Carlos
Moreno, Santiago
Pérez-Elías, María Jesús
author_facet Martínez-Sanz, Javier
Vivancos-Gallego, María Jesús
Fernández-Felix, Borja Manuel
Muriel, Alfonso
Pérez-Elías, Pilar
Uranga, Almudena
Romero, Beatriz
Galán, Juan Carlos
Moreno, Santiago
Pérez-Elías, María Jesús
author_sort Martínez-Sanz, Javier
collection PubMed
description Despite the effectiveness of available treatments, hepatitis C virus (HCV) remains a major public health problem, mainly due to the high percentage of undiagnosed individuals. We aim to create an easy-to-implement risk score to facilitate targeted HCV testing in the general population. This is a substudy derived from a prospective study in primary care in Madrid (Spain). Participants completed a 21-question risk assessment questionnaire, followed by HCV testing for those with at least one positive response and those >50 years of age, even if they did not answer positively. We used the population >50 years of age to fit a logistic regression model to create a score predicting the risk of a positive test result. We then performed a sensitivity analysis by applying the score obtained to the population <50 years of age, to assess its diagnostic accuracy. Data collected from 2,302 participants were included in the analysis. The prevalence of HCV infection was 1.3%. Five items were selected, showing a C-statistic of 0.896, i.e., male sex, Eastern European origin, use of intravenous drugs, self-perceived risk of acquired HCV infection, and past hepatitis or unexplained liver disease. The sensitivity was 98%, and the negative likelihood ratio was 0.05 for participants with scores of 0 (49.8% in our sample), ruling out HCV infection with high probability. We obtained similar estimates in the population <50 years of age. This tool achieved high diagnostic accuracy to target HCV testing. This could help optimize resources when universal screening is not feasible. IMPORTANCE Despite the highly effective treatments currently available, HCV remains one of the major public health problems related to an infectious agent, mainly because a high percentage of individuals remain undiagnosed. Universal screening has been proposed as a way to end this epidemic; however, it is not feasible in all settings due to different implementation barriers. With this work, we aim to collaborate in improving the diagnosis of HCV infection by creating a simple 5-item score that rules out HCV infection with a very high probability. Almost one-half of the participants in our sample did not present any affirmative answers to these questions, and their probability of being infected was close to 0%. This tool could be a useful strategy and could be considered a cost-effective alternative to optimize resources when universal screening is not feasible.
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spelling pubmed-90452422022-04-28 An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population Martínez-Sanz, Javier Vivancos-Gallego, María Jesús Fernández-Felix, Borja Manuel Muriel, Alfonso Pérez-Elías, Pilar Uranga, Almudena Romero, Beatriz Galán, Juan Carlos Moreno, Santiago Pérez-Elías, María Jesús Microbiol Spectr Research Article Despite the effectiveness of available treatments, hepatitis C virus (HCV) remains a major public health problem, mainly due to the high percentage of undiagnosed individuals. We aim to create an easy-to-implement risk score to facilitate targeted HCV testing in the general population. This is a substudy derived from a prospective study in primary care in Madrid (Spain). Participants completed a 21-question risk assessment questionnaire, followed by HCV testing for those with at least one positive response and those >50 years of age, even if they did not answer positively. We used the population >50 years of age to fit a logistic regression model to create a score predicting the risk of a positive test result. We then performed a sensitivity analysis by applying the score obtained to the population <50 years of age, to assess its diagnostic accuracy. Data collected from 2,302 participants were included in the analysis. The prevalence of HCV infection was 1.3%. Five items were selected, showing a C-statistic of 0.896, i.e., male sex, Eastern European origin, use of intravenous drugs, self-perceived risk of acquired HCV infection, and past hepatitis or unexplained liver disease. The sensitivity was 98%, and the negative likelihood ratio was 0.05 for participants with scores of 0 (49.8% in our sample), ruling out HCV infection with high probability. We obtained similar estimates in the population <50 years of age. This tool achieved high diagnostic accuracy to target HCV testing. This could help optimize resources when universal screening is not feasible. IMPORTANCE Despite the highly effective treatments currently available, HCV remains one of the major public health problems related to an infectious agent, mainly because a high percentage of individuals remain undiagnosed. Universal screening has been proposed as a way to end this epidemic; however, it is not feasible in all settings due to different implementation barriers. With this work, we aim to collaborate in improving the diagnosis of HCV infection by creating a simple 5-item score that rules out HCV infection with a very high probability. Almost one-half of the participants in our sample did not present any affirmative answers to these questions, and their probability of being infected was close to 0%. This tool could be a useful strategy and could be considered a cost-effective alternative to optimize resources when universal screening is not feasible. American Society for Microbiology 2022-03-31 /pmc/articles/PMC9045242/ /pubmed/35357241 http://dx.doi.org/10.1128/spectrum.02286-21 Text en Copyright © 2022 Martínez-Sanz et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Martínez-Sanz, Javier
Vivancos-Gallego, María Jesús
Fernández-Felix, Borja Manuel
Muriel, Alfonso
Pérez-Elías, Pilar
Uranga, Almudena
Romero, Beatriz
Galán, Juan Carlos
Moreno, Santiago
Pérez-Elías, María Jesús
An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population
title An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population
title_full An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population
title_fullStr An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population
title_full_unstemmed An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population
title_short An Easy-to-Implement Risk Score for Targeted Hepatitis C Virus Testing in the General Population
title_sort easy-to-implement risk score for targeted hepatitis c virus testing in the general population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9045242/
https://www.ncbi.nlm.nih.gov/pubmed/35357241
http://dx.doi.org/10.1128/spectrum.02286-21
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