ArticlePloS one2020
Analysis of unusual and signature APOBEC-mutations in HIV-1 pol next-generation sequences.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it, 35 citations in OpenAlex.
- Pooled it
- Patterns of pretreatment drug resistance mutations of very early diagnosed and treated infants in Botswana.AIDS (London, England) · 2021Trial
- Pretreatment Resistance to Integrase Inhibitors in the Swiss HIV Cohort Study From 1995 to 2025.Open forum infectious diseases · 2026Article
- Advancing Precision Public Health: an implementation science framework for HIV Cluster Detection and Response driven by molecular epidemiology.Frontiers in public health · 2026Article
- Utilizing HIV Proviral DNA to Assess for the Presence of HIV Drug Resistance.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025Review
- Proviral HIV DNA sequencing to inform suitability for long-acting injectable cabotegravir/rilpivirine.AIDS (London, England) · 2025Article
- Positive selection, genetic recombination, and intra-host evolution in novel equine coronavirus genomes and other members of theMicrobiology spectrum · 2024Article
- Article
- Review
- Genetic Diversity From Proviral DNA as a Proxy for Time Since HIV-1 Infection.The Journal of infectious diseases · 2024Article
- Comparison of Different HIV-1 Resistance Interpretation Tools for Next-Generation Sequencing in Italy.Viruses · 2024Article
- Performance of the Applied Biosystems HIV-1 Genotyping Kit with Integrase.Journal of clinical microbiology · 2024Article
- Population-based nanopore sequencing of the HIV-1 pangenome to identify drug resistance mutations.Scientific reports · 2024Article
- Use of genotypic HIV DNA testing: a DELPHI-type consensus.The Journal of antimicrobial chemotherapy · 2024Article
- Low-level viremia episodes appear to affect the provirus composition of the circulating cellular HIV reservoir during antiretroviral therapy.Frontiers in microbiology · 2024Article
- HIV-1 Group M Capsid Amino Acid Variability: Implications for Sequence Quality Control of Genotypic Resistance Testing.Viruses · 2023Article
- Highly Ambiguous HIV-1 Pol Positions Encoding Multiple Amino Acids Usually Result from Antiviral or Immune Selection Pressure.AIDS research and human retroviruses · 2023Article
- Inflammatory profile of vertically HIV-1 infected adolescents receiving ART in Cameroon: a contribution toward optimal pediatric HIV control strategies.Frontiers in immunology · 2023Article
- Genotypic Resistance Testing of HIV-1 DNA in Peripheral Blood Mononuclear Cells.Clinical microbiology reviews · 2022Review
- Evaluation of Circulating and Archived HIV-1 Integrase Drug-Resistance Variants among Patients on Third-Line ART in Cameroon: Implications for Dolutegravir-Containing Regimens in Resource-Limited Settings.Microbiology spectrum · 2022Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
introductionAt low mutation-detection thresholds, next generation sequencing (NGS) for HIV-1 genotypic resistance testing is susceptible to artifactual detection of mutations arising from PCR error and APOBEC-mediated G-to-A hypermutation.
methodsWe analyzed published HIV-1 pol Illumina NGS data to characterize the distribution of mutations at eight NGS mutation detection thresholds: 20%, 10%, 5%, 2%, 1%, 0.5%, 0.2%, and 0.1%. At each threshold, we determined proportions of amino acid mutations that were unusual (defined as having a prevalence <0.01% in HIV-1 group M sequences) or signature APOBEC mutations.
resultsEight studies, containing 855 samples, in the NCBI Sequence Read Archive were analyzed. As detection thresholds were lowered, there was a progressive increase in the proportion of positions with usual and unusual mutations and in the proportion of all mutations that were unusual. The median proportion of positions with an unusual mutation increased gradually from 0% at the 20% threshold to 0.3% at the 1% threshold and then exponentially to 1.3% (0.5% threshold), 6.9% (0.2% threshold), and 23.2% (0.1% threshold). In two of three studies with available plasma HIV-1 RNA levels, the proportion of positions with unusual mutations was negatively associated with virus levels. Although the complete set of signature APOBEC mutations was much smaller than that of unusual mutations, the former outnumbered the latter in one-sixth of samples at the 0.5%, 1%, and 2% thresholds.
conclusionsThe marked increase in the proportion of positions with unusual mutations at thresholds below 1% and in samples with lower virus loads suggests that, at low thresholds, many unusual mutations are artifactual, reflecting PCR error or G-to-A hypermutation. Profiling the numbers of unusual and signature APOBEC pol mutations at different NGS mutation detection thresholds may be useful to avoid selecting a threshold that is too low and poses an unacceptable risk of identifying artifactual mutations.
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