HIV and SIV infection dynamics are commonly investigated by measuring plasma viral loads. However, this total viral load value represents the sum of many individual infection events, which are difficult to independently track using conventional sequencing approaches. To overcome this challenge, we generated a genetically tagged virus stock (SIVmac239M) with a 34-base genetic barcode inserted between the vpx and vpr accessory genes of the infectious molecular clone SIVmac239. Next-generation sequencing of the virus stock identified at least 9,336 individual barcodes, or clonotypes, with an average genetic distance of 7 bases between any two barcodes. In vitro infection of rhesus CD4+ T cells and in vivo infection of rhesus macaques revealed levels of viral replication of SIVmac239M comparable to parental SIVmac239. After intravenous inoculation of 2.2x105 infectious units of SIVmac239M, an average of 1,247 barcodes were identified during acute infection in 26 infected rhesus macaques. Of the barcodes identified in the stock, at least 85.6% actively replicated in at least one animal, and on average each barcode was found in 5 monkeys. Four infected animals were treated with combination antiretroviral therapy (cART) for 82 days starting on day 6 post-infection (study 1). Plasma viremia was reduced from >106 to <15 vRNA copies/mL by the time treatment was interrupted. Virus rapidly rebounded following treatment interruption and between 87 and 136 distinct clonotypes were detected in plasma at peak rebound viremia. This study confirmed that SIVmac239M viremia could be successfully curtailed with cART, and that upon cART discontinuation, rebounding viral variants could be identified and quantified. An additional 6 animals infected with SIVmac239M were treated with cART beginning on day 4 post-infection for 305, 374, or 482 days (study 2). Upon treatment interruption, between 4 and 8 distinct viral clonotypes were detected in each animal at peak rebound viremia. The relative proportions of the rebounding viral clonotypes, spanning a range of 5 logs, were largely preserved over time for each animal. The viral growth rate during recrudescence and the relative abundance of each rebounding clonotype were used to estimate the average frequency of reactivation per animal. Using these parameters, reactivation frequencies were calculated and ranged from 0.33–0.70 events per day, likely representing reactivation from long-lived latently infected cells. The use of SIVmac239M therefore provides a powerful tool to investigate SIV latency and the frequency of viral reactivation after treatment interruption.

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Genetically barcoded viral populations are powerful tools for evaluating the overall viral population structure as well as assessing the dynamics and evolution of individual lineages in vivo over time. Barcoded viruses are generated by inserting a small, genetically unique tag into the viral genome, which is retained in progeny virus. We recently reported barcoding the well-characterized molecular clone simian immunodeficiency virus (SIV) SIVmac239, resulting in a synthetic swarm (SIVmac239M) containing approximately 10,000 distinct viral clonotypes for which all genetic differences were within a 34-base barcode that could be tracked using next-generation deep sequencing. Here, we assessed the population size, distribution, and authenticity of individual viral clonotypes within this synthetic swarm using samples from 120 rhesus macaques infected intravenously. The number of replicating barcodes in plasma correlated with the infectious inoculum dose, and the primary viral growth rate was similar in all infected animals regardless of the inoculum size. Overall, 97% of detectable clonotypes in the viral stock were identified in the plasma of at least one infected animal. Additionally, we prepared a second-generation barcoded SIVmac239 stock (SIVmac239M2) with over 16 times the number of barcoded variants of the original stock and an additional barcoded stock with suboptimal nucleotides corrected (SIVmac239Opt5M). We also generated four barcoded stocks from subtype B and C simian-human immunodeficiency virus (SHIV) clones. These new SHIV clones may be particularly valuable models to evaluate Env-targeting approaches to study viral transmission or viral reservoir clearance. Overall, this work further establishes the reliability of the barcoded virus approach and highlights the feasibility of adapting this technique to other viral clones. IMPORTANCE We recently developed and published a description of a barcoded simian immunodeficiency virus that has a short random sequence inserted directly into the viral genome. This allows for the tracking of individual viral lineages with high fidelity and ultradeep sensitivity. This virus was used to infect 120 rhesus macaques, and we report here the analysis of the barcodes of these animals during primary infection. We found that the vast majority of barcodes were functional in vivo. We then expanded the barcoding approach in a second-generation SIVmac239 stock (SIVmac239M2) with over 16 times the number of barcoded variants of the original stock and a barcoded stock of SIVmac239Opt5M whose sequence had 5 changes from the wild-type SIVmac239 sequence. We also generated 4 barcoded stocks from subtype B and C SHIV clones each containing a human immunodeficiency virus (HIV) type 1 envelope. These virus models are functional and can be useful for studying viral transmission and HIV cure/reservoir research.

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