HCV Genetic Diversity Can Be Used to Infer Infection Recency and Time since Infection.

Détails

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Etat: Public
Version: Final published version
Licence: CC BY 4.0
ID Serval
serval:BIB_D73F11FC1FB6
Type
Article: article d'un périodique ou d'un magazine.
Collection
Publications
Institution
Titre
HCV Genetic Diversity Can Be Used to Infer Infection Recency and Time since Infection.
Périodique
Viruses
Auteur⸱e⸱s
Carlisle L.A., Turk T., Metzner K.J., Mbunkah H.A., Shah C., Böni J., Huber M., Braun D.L., Fehr J., Salazar-Vizcaya L., Rauch A., Yerly S., Nguyen A., Cavassini M., Stoeckle M., Vernazza P., Bernasconi E., Günthard H.F., Kouyos R.D.
ISSN
1999-4915 (Electronic)
ISSN-L
1999-4915
Statut éditorial
Publié
Date de publication
31/10/2020
Peer-reviewed
Oui
Volume
12
Numéro
11
Pages
E1241
Langue
anglais
Notes
Publication types: Journal Article ; Research Support, Non-U.S. Gov't
Publication Status: epublish
Résumé
HIV-1 genetic diversity can be used to infer time since infection (TSI) and infection recency. We adapted this approach for HCV and identified genomic regions with informative diversity. We included 72 HCV/HIV-1 coinfected participants of the Swiss HIV Cohort Study, for whom reliable estimates of infection date and viral sequences were available. Average pairwise diversity (APD) was calculated over each codon position for the entire open reading frame of HCV. Utilizing cross validation, we evaluated the correlation of APD with TSI, and its ability to infer TSI via a linear model. We additionally studied the ability of diversity to classify infections as recent (infected for <1 year) or chronic, using receiver-operator-characteristic area under the curve (ROC-AUC) in 50 patients whose infection could be unambiguously classified as either recent or chronic. Measuring HCV diversity over third or all codon positions gave similar performances, and notable improvement over first or second codon positions. APD calculated over the entire genome enabled classification of infection recency (ROC-AUC = 0.76). Additionally, APD correlated with TSI (R <sup>2</sup> = 0.33) and could predict TSI (mean absolute error = 1.67 years). Restricting the region over which APD was calculated to E2-NS2 further improved accuracy (ROC-AUC = 0.85, R <sup>2</sup> = 0.54, mean absolute error = 1.38 years). Genetic diversity in HCV correlates with TSI and is a proxy for infection recency and TSI, even several years post-infection.
Mots-clé
genetic variation, hepatitis C virus infection, infection recency, sequence analysis, viral genomics
Pubmed
Web of science
Open Access
Oui
Création de la notice
09/11/2020 9:38
Dernière modification de la notice
23/11/2022 8:15
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