ArticlePLoS pathogens2022
Measuring the latent reservoir for HIV-1: Quantification bias in near full-length genome sequencing methods.
Article in PLoS pathogens, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 55 citations in OpenAlex.
- Trial
- HIV-1 virome profiling using HIV-PULSE to guide therapeutic and curative interventions.EBioMedicine · 2026Article
- Q4ddPCR: a flexible, 4-target assay for high-resolution HIV reservoir profiling.Nature communications · 2026Article
- Single-cell characterization of the gastrointestinal HIV reservoir reveals heterogeneous cellular phenotypes.The Journal of clinical investigation · 2026Article
- Tools to Quantify and Characterize the Persistent Reservoir in People with HIV-1: Focus on Non-B Subtypes.Viruses · 2026Review
- RNA splicing patterns contribute to burst size variation among HIV-1-infected Jurkat cell clones.Journal of virology · 2025Article
- Aberrant strand transfer events across multiple stages of reverse transcription shape the heterogeneous landscape of the HIV-1 reservoir.Communications biology · 2025Article
- Mild HIV-specific selective forces overlaying natural CD4+ T cell dynamics explain the clonality and decay dynamics of HIV reservoir cells.Cell systems · 2025Article
- Impacts of immune checkpoint inhibitors use on the HIV reservoir are linked to provirus sequences but not integration sites.Scientific reports · 2025Article
- Article
- Blood and tissue HIV-1 reservoirs display plasticity and lack of compartmentalization in virally suppressed people.Nature communications · 2025Article
- Article
- Differences in HIV-1 reservoir size, landscape characteristics and decay dynamics in acute and chronic treated HIV-1 Clade C infection.medRxiv : the preprint server for health sciences · 2024Article
- The challenges to detect, quantify, and characterize viral reservoirs in the current antiretroviral era.NeuroImmune pharmacology and therapeutics · 2024Review
- HIV-1 subtype A1, D, and recombinant proviral genome landscapes during long-term suppressive therapy.Nature communications · 2024Article
- Specific quantification of inducible HIV-1 reservoir by RT-LAMP.Communications medicine · 2024Article
- Cannabis Use Associates With Reduced Proviral Burden and Inflammatory Cytokine in Tissues From Men With Clade C HIV-1 on Suppressive Antiretroviral Therapy.The Journal of infectious diseases · 2024Article
- Reverse transcription of plasma-derived HIV-1 RNA generates multiple artifacts through tRNA(Lys-3)-priming.Microbiology spectrum · 2024Article
- Quantitative and Qualitative Distinctions between HIV-1 and SIV Reservoirs: Implications for HIV-1 Cure-Related Studies.Viruses · 2024Review
- Measuring Human Immunodeficiency Virus Reservoirs: Do We Need to Choose Between Quantity and Quality?The Journal of infectious diseases · 2024Review
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
Antiretroviral therapy (ART) effectively inhibits HIV-1 replication but is not curative due to the persistence of a latent viral reservoir in resting CD4+ T cells. This reservoir is a major barrier to cure. Sequencing studies have revealed that the population of proviruses persisting in ART-treated individuals is dominated by defective proviruses that cannot give rise to viral rebound due to fatal defects including large deletions and APOBEC3-mediated hypermutation. Near full genome sequencing (nFGS) of individual proviruses is used in reservoir assays to provide an estimate of the fraction of proviruses that are intact. nFGS methods rely on a long-distance outer PCR capturing most (~9 kb) of the genome, followed by nested inner PCRs. The outer PCR is carried out at limit dilution, and interpretation of the results is based on the assumption that all proviruses are quantitatively captured. Here, we evaluate nFGS methods using the intact proviral DNA assay (IPDA), a multiplex digital droplet PCR assay that quantitates intact and defective proviruses with single molecule sensitivity using only short, highly efficient amplicons. We analyzed proviral templates of known sequence to avoid the additional complication of sequence polymorphism. With the IPDA, we quantitated molecular yields at each step of nFGS methods. We demonstrate that nFGS methods are inefficient and miss ~70% of full-length proviruses due to amplification failure at the initial outer PCR step. In contrast, proviruses with large internal deletions encompassing 70% of the genome can be quantitatively amplified under the same conditions. Accurate measurement of the latent reservoir of HIV-1 is essential for evaluating the efficacy of cure strategies, and the bias against full length proviruses in nFGS methods must be considered.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.