Article
Estimating HIV-1 Viremic Time From Reservoir Sequence Diversity With Uncertainty Quantification.
The Journal of infectious diseases - 15 May 2026
Kankaka Edward N, Tomusange Stephen, Kityamuweesi Taddeo, Quiros Gabriel, DiRico Nicholas, Capoferri Adam A, Baker Owen, Brown Erin E, Miller Jernelle, Saraf Sharada, Kirby Charles, Lynch Briana, Hackman Jada, Martens Craig, Quinn Thomas C, Scully Eileen P, Khan Amjad, Poon Art F Y, Prodger Jessica L, Galiwango Ronald M, Reynolds Steven J, Redd Andrew D
Abstract excerpt
BACKGROUND: Estimating HIV viremic time helps better understand reservoir dynamics and inform cure trials. Traditional approaches rely on serological assays or CD4 counts, which can lack precision. Sequence-based estimates using pretreatment RNA diversity help address this, but are limited by immediate ART initiation. METHODS: We developed Bayesian models to predict viremic time from diversity in HIV reservoir...
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