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The transmission bottleneck, defined as the number of viruses that transmit from one host to infect another, is an important determinant of the rate of virus evolution and the level of immunity required to protect against virus transmission. Despite its importance, SARS-CoV-2's transmission bottleneck remains poorly characterized, in part due to a lack of quantitative measurement tools. To address this, we adapted a SARS-CoV-2 reverse genetics system to generate a pool of >200 isogenic SARS-CoV-2 viruses harboring specific 6-nucleotide barcodes inserted in ORF10, a non-translated ORF. We directly inoculated donor Syrian hamsters intranasally with this barcoded virus pool and exposed a paired naïve contact hamster to each donor. Following exposure, the nasal turbinates, trachea, and lungs were collected, viral titers were measured, and the number of barcodes in each tissue were enumerated to quantify the transmission bottleneck. The duration and route (airborne, direct contact, and fomite) of exposure were varied to assess their impact on the transmission bottleneck. In airborne-exposed hamsters, the transmission bottleneck increased with longer exposure durations. We found that direct contact exposure produced the largest transmission bottleneck (average 27 BCs), followed by airborne exposure (average 16 BCs) then fomite exposure (average 8 BCs). Interestingly, we detected unique BCs in both the upper and lower respiratory tract of contact animals from all routes of exposure, suggesting that SARS-CoV-2 can directly infect hamster lungs. Altogether, these findings highlight the utility of barcoded viruses as tools to rigorously study virus transmission. In the future, barcoded SARS-CoV-2 will strengthen studies of immune factors that influence virus transmission.

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Zika virus (ZIKV; Flaviviridae, Flavivirus) is an arthropod-borne infection that can result in severe outcomes, particularly in fetuses infected in utero It has been assumed that infection by ZIKV, as well as other viruses, is largely initiated by individual virus particles binding to and entering a cell. However, recent studies have demonstrated that multiple virus particles are frequently delivered to a cell simultaneously and that this collective particle delivery enhances infection. ZIKV is maintained in nature between Aedes aegypti mosquitos and vertebrate hosts, including humans. Human infection is initiated through the injection of a relatively small initial inoculum comprised of a genetically complex virus population. Since most mutations decrease virus fitness, collective particle transmission could benefit ZIKV and other arthropod-borne diseases by facilitating the maintenance of genetic complexity and adaptability during infection or through other mechanisms. Therefore, we utilized a barcoded ZIKV to quantify the number of virus genomes that initiate a plaque. We found that individual plaques contain a mean of 10 infecting viral genomes (range, 1 to 212). Few plaques contained more than two dominant genomes. To determine whether multigenome infectious units consist of collectively transmitting virions, infectious units of ZIKV were then separated mechanically by centrifugation, and heavier fractions were found to contain more genomes per plaque-forming unit, with larger diameters. Finally, larger/heavier infectious units reformed after removal. These data suggest that ZIKV populations consist of a variety of infectious unit sizes, likely mostly made up of aggregates, and only rarely begin with a single virus genome.IMPORTANCE The arthropod-borne Zika virus (ZIKV) infects humans and can cause severe neurological sequelae, particularly in fetuses infected in utero How this virus has been able to spread across vast geological ranges and evolve in new host populations is not yet understood. This research demonstrates a novel mechanism of ZIKV transmission through multigenome aggregates, providing insight into ZIKV evolution, immunologic evasion, and better future therapeutic design. This study shows that ZIKV plaques result from collections of genomes rather than individual genomes, increasing the potential for interactions between ZIKV genotypes.

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The rapidity of replication coupled with a high mutation rate enables HIV to evade selective pressures imposed by host immune responses. Investigating the ability of HIV to escape different selection forces has generally relied on population-level measures, such as the time to detectable escape mutations in plasma and the rate these mutations subsequently take over the virus population. Here we employed a barcoded synthetic swarm of simian immunodeficiency virus (SIV) in rhesus macaques to investigate the generation and selection of escape mutations within individual viral lineages at the Mamu-A*01-restricted Tat-SL8 epitope. We observed the persistence of more than 1,000 different barcode lineages following selection after acquiring escape mutations. Furthermore, the increased resolution into the virus population afforded by barcode analysis revealed changes in the population structure of the viral quasispecies as it adapted to immune pressure. The high frequency of emergence of escape mutations in parallel viral lineages at the Tat-SL8 epitope highlights the challenge posed by viral escape for the development of T cell-based vaccines. Importantly, the level of viral replication required for generating escape mutations in individual lineages can be directly estimated using the barcoded virus, thereby identifying the level of efficacy required for a successful vaccine to limit escape. Overall, assessing the survival of barcoded viral lineages during selection provides a direct and quantitative measure of the stringency of the underlying genetic bottleneck, making it possible to predict the ability of the virus to escape selective forces induced by host immune responses as well as during therapeutic interventions.

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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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