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Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic
We aimed to study epidemic trends and predictors for transmitted drug resistance (TDR) in our region, its clinical impact and its association with transmission clusters. We included 778 patients from the AIDS Reference Center in Leuven (Belgium) diagnosed from 1998 to 2012. Resistance testing was pe...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4086934/ https://www.ncbi.nlm.nih.gov/pubmed/25003369 http://dx.doi.org/10.1371/journal.pone.0101738 |
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author | Pineda-Peña, Andrea-Clemencia Schrooten, Yoeri Vinken, Lore Ferreira, Fossie Li, Guangdi Trovão, Nídia Sequeira Khouri, Ricardo Derdelinckx, Inge De Munter, Paul Kücherer, Claudia Kostrikis, Leondios G. Nielsen, Claus Littsola, Kirsi Wensing, Annemarie Stanojevic, Maja Paredes, Roger Balotta, Claudia Albert, Jan Boucher, Charles Gomez-Lopez, Arley Van Wijngaerden, Eric Van Ranst, Marc Vercauteren, Jurgen Vandamme, Anne-Mieke Van Laethem, Kristel |
author_facet | Pineda-Peña, Andrea-Clemencia Schrooten, Yoeri Vinken, Lore Ferreira, Fossie Li, Guangdi Trovão, Nídia Sequeira Khouri, Ricardo Derdelinckx, Inge De Munter, Paul Kücherer, Claudia Kostrikis, Leondios G. Nielsen, Claus Littsola, Kirsi Wensing, Annemarie Stanojevic, Maja Paredes, Roger Balotta, Claudia Albert, Jan Boucher, Charles Gomez-Lopez, Arley Van Wijngaerden, Eric Van Ranst, Marc Vercauteren, Jurgen Vandamme, Anne-Mieke Van Laethem, Kristel |
author_sort | Pineda-Peña, Andrea-Clemencia |
collection | PubMed |
description | We aimed to study epidemic trends and predictors for transmitted drug resistance (TDR) in our region, its clinical impact and its association with transmission clusters. We included 778 patients from the AIDS Reference Center in Leuven (Belgium) diagnosed from 1998 to 2012. Resistance testing was performed using population-based sequencing and TDR was estimated using the WHO-2009 surveillance list. Phylogenetic analysis was performed using maximum likelihood and Bayesian techniques. The cohort was predominantly Belgian (58.4%), men who have sex with men (MSM) (42.8%), and chronically infected (86.5%). The overall TDR prevalence was 9.6% (95% confidence interval (CI): 7.7–11.9), 6.5% (CI: 5.0–8.5) for nucleoside reverse transcriptase inhibitors (NRTI), 2.2% (CI: 1.4–3.5) for non-NRTI (NNRTI), and 2.2% (CI: 1.4–3.5) for protease inhibitors. A significant parabolic trend of NNRTI-TDR was found (p = 0.019). Factors significantly associated with TDR in univariate analysis were male gender, Belgian origin, MSM, recent infection, transmission clusters and subtype B, while multivariate and Bayesian network analysis singled out subtype B as the most predictive factor of TDR. Subtype B was related with transmission clusters with TDR that included 42.6% of the TDR patients. Thanks to resistance testing, 83% of the patients with TDR who started therapy had undetectable viral load whereas half of the patients would likely have received a suboptimal therapy without this test. In conclusion, TDR remained stable and a NNRTI up-and-down trend was observed. While the presence of clusters with TDR is worrying, we could not identify an independent, non-sequence based predictor for TDR or transmission clusters with TDR that could help with guidelines or public health measures. |
format | Online Article Text |
id | pubmed-4086934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40869342014-07-14 Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic Pineda-Peña, Andrea-Clemencia Schrooten, Yoeri Vinken, Lore Ferreira, Fossie Li, Guangdi Trovão, Nídia Sequeira Khouri, Ricardo Derdelinckx, Inge De Munter, Paul Kücherer, Claudia Kostrikis, Leondios G. Nielsen, Claus Littsola, Kirsi Wensing, Annemarie Stanojevic, Maja Paredes, Roger Balotta, Claudia Albert, Jan Boucher, Charles Gomez-Lopez, Arley Van Wijngaerden, Eric Van Ranst, Marc Vercauteren, Jurgen Vandamme, Anne-Mieke Van Laethem, Kristel PLoS One Research Article We aimed to study epidemic trends and predictors for transmitted drug resistance (TDR) in our region, its clinical impact and its association with transmission clusters. We included 778 patients from the AIDS Reference Center in Leuven (Belgium) diagnosed from 1998 to 2012. Resistance testing was performed using population-based sequencing and TDR was estimated using the WHO-2009 surveillance list. Phylogenetic analysis was performed using maximum likelihood and Bayesian techniques. The cohort was predominantly Belgian (58.4%), men who have sex with men (MSM) (42.8%), and chronically infected (86.5%). The overall TDR prevalence was 9.6% (95% confidence interval (CI): 7.7–11.9), 6.5% (CI: 5.0–8.5) for nucleoside reverse transcriptase inhibitors (NRTI), 2.2% (CI: 1.4–3.5) for non-NRTI (NNRTI), and 2.2% (CI: 1.4–3.5) for protease inhibitors. A significant parabolic trend of NNRTI-TDR was found (p = 0.019). Factors significantly associated with TDR in univariate analysis were male gender, Belgian origin, MSM, recent infection, transmission clusters and subtype B, while multivariate and Bayesian network analysis singled out subtype B as the most predictive factor of TDR. Subtype B was related with transmission clusters with TDR that included 42.6% of the TDR patients. Thanks to resistance testing, 83% of the patients with TDR who started therapy had undetectable viral load whereas half of the patients would likely have received a suboptimal therapy without this test. In conclusion, TDR remained stable and a NNRTI up-and-down trend was observed. While the presence of clusters with TDR is worrying, we could not identify an independent, non-sequence based predictor for TDR or transmission clusters with TDR that could help with guidelines or public health measures. Public Library of Science 2014-07-08 /pmc/articles/PMC4086934/ /pubmed/25003369 http://dx.doi.org/10.1371/journal.pone.0101738 Text en © 2014 Pineda-Peña et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Pineda-Peña, Andrea-Clemencia Schrooten, Yoeri Vinken, Lore Ferreira, Fossie Li, Guangdi Trovão, Nídia Sequeira Khouri, Ricardo Derdelinckx, Inge De Munter, Paul Kücherer, Claudia Kostrikis, Leondios G. Nielsen, Claus Littsola, Kirsi Wensing, Annemarie Stanojevic, Maja Paredes, Roger Balotta, Claudia Albert, Jan Boucher, Charles Gomez-Lopez, Arley Van Wijngaerden, Eric Van Ranst, Marc Vercauteren, Jurgen Vandamme, Anne-Mieke Van Laethem, Kristel Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic |
title | Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic |
title_full | Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic |
title_fullStr | Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic |
title_full_unstemmed | Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic |
title_short | Trends and Predictors of Transmitted Drug Resistance (TDR) and Clusters with TDR in a Local Belgian HIV-1 Epidemic |
title_sort | trends and predictors of transmitted drug resistance (tdr) and clusters with tdr in a local belgian hiv-1 epidemic |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4086934/ https://www.ncbi.nlm.nih.gov/pubmed/25003369 http://dx.doi.org/10.1371/journal.pone.0101738 |
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