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

Details

Ressource 1Download: 33142675_BIB_D73F11FC1FB6.pdf (1058.06 [Ko])
State: Public
Version: Final published version
License: CC BY 4.0
Serval ID
serval:BIB_D73F11FC1FB6
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
HCV Genetic Diversity Can Be Used to Infer Infection Recency and Time since Infection.
Journal
Viruses
Author(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
Publication state
Published
Issued date
31/10/2020
Peer-reviewed
Oui
Volume
12
Number
11
Pages
E1241
Language
english
Notes
Publication types: Journal Article ; Research Support, Non-U.S. Gov't
Publication Status: epublish
Abstract
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.
Keywords
genetic variation, hepatitis C virus infection, infection recency, sequence analysis, viral genomics
Pubmed
Web of science
Open Access
Yes
Create date
09/11/2020 9:38
Last modification date
23/11/2022 8:15
Usage data