Examining the dynamics of Epstein-Barr virus shedding in the tonsils and the impact of HIV-1 coinfection on daily saliva viral loads.
Adolescent
Adult
B-Lymphocytes
/ immunology
Cohort Studies
Coinfection
/ immunology
Computational Biology
Epstein-Barr Virus Infections
/ complications
Female
HIV Infections
/ complications
HIV-1
Herpesvirus 4, Human
/ immunology
Humans
Immunity, Cellular
Male
Middle Aged
Models, Biological
Palatine Tonsil
/ immunology
Saliva
/ virology
Stochastic Processes
Uganda
Viral Load
Virus Shedding
Young Adult
Journal
PLoS computational biology
ISSN: 1553-7358
Titre abrégé: PLoS Comput Biol
Pays: United States
ID NLM: 101238922
Informations de publication
Date de publication:
06 2021
06 2021
Historique:
received:
27
10
2020
accepted:
12
05
2021
revised:
01
07
2021
pubmed:
22
6
2021
medline:
21
10
2021
entrez:
21
6
2021
Statut:
epublish
Résumé
Epstein-Barr virus (EBV) is transmitted by saliva and is a major cause of cancer, particularly in people living with HIV/AIDS. Here, we describe the frequency and quantity of EBV detection in the saliva of Ugandan adults with and without HIV-1 infection and use these data to develop a novel mathematical model of EBV infection in the tonsils. Eligible cohort participants were not taking antiviral medications, and those with HIV-1 infection had a CD4 count >200 cells/mm3. Over a 4-week period, participants provided daily oral swabs that we analysed for the presence and quantity of EBV. Compared with HIV-1 uninfected participants, HIV-1 coinfected participants had an increased risk of EBV detection in their saliva (IRR = 1.27, 95% CI = 1.10-1.47) and higher viral loads in positive samples. We used these data to develop a stochastic, mechanistic mathematical model that describes the dynamics of EBV, infected cells, and immune response within the tonsillar epithelium to analyse potential factors that may cause EBV infection to be more severe in HIV-1 coinfected participants. The model, fit using Approximate Bayesian Computation, showed high fidelity to daily oral shedding data and matched key summary statistics. When evaluating how model parameters differed among participants with and without HIV-1 coinfection, results suggest HIV-1 coinfected individuals have higher rates of B cell reactivation, which can seed new infection in the tonsils and lower rates of an EBV-specific immune response. Subsequently, both these traits may explain higher and more frequent EBV detection in the saliva of HIV-1 coinfected individuals.
Identifiants
pubmed: 34153032
doi: 10.1371/journal.pcbi.1009072
pii: PCOMPBIOL-D-20-01942
pmc: PMC8248743
doi:
Banques de données
Dryad
['10.5061/dryad.w6m905qkh']
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e1009072Subventions
Organisme : NCI NIH HHS
ID : P30 CA015704
Pays : United States
Organisme : NIAID NIH HHS
ID : P01 AI030731
Pays : United States
Organisme : NIAID NIH HHS
ID : K23 AI054162
Pays : United States
Organisme : NIAID NIH HHS
ID : P30 AI027757
Pays : United States
Organisme : NIAID NIH HHS
ID : K24 AI071113
Pays : United States
Organisme : FIC NIH HHS
ID : D43 TW009759
Pays : United States
Organisme : NIAID NIH HHS
ID : K23 AI079394
Pays : United States
Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist. Author Fred Okuku was unable to confirm his authorship contributions. On his behalf, the corresponding author has reported their contributions to the best of their knowledge.
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