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Low-cost ultra-wide genotyping using Roche/454 pyrosequencing for surveillance of HIV drug resistance
- Source :
- PLoS ONE, Vol 7, Iss 5, p e36494 (2012), PLoS ONE
- Publication Year :
- 2012
- Publisher :
- Public Library of Science (PLoS), 2012.
-
Abstract
- Background Great efforts have been made to increase accessibility of HIV antiretroviral therapy (ART) in low and middle-income countries. The threat of wide-scale emergence of drug resistance could severely hamper ART scale-up efforts. Population-based surveillance of transmitted HIV drug resistance ensures the use of appropriate first-line regimens to maximize efficacy of ART programs where drug options are limited. However, traditional HIV genotyping is extremely expensive, providing a cost barrier to wide-scale and frequent HIV drug resistance surveillance. Methods/Results We have developed a low-cost laboratory-scale next-generation sequencing-based genotyping method to monitor drug resistance. We designed primers specifically to amplify protease and reverse transcriptase from Brazilian HIV subtypes and developed a multiplexing scheme using multiplex identifier tags to minimize cost while providing more robust data than traditional genotyping techniques. Using this approach, we characterized drug resistance from plasma in 81 HIV infected individuals collected in São Paulo, Brazil. We describe the complexities of analyzing next-generation sequencing data and present a simplified open-source workflow to analyze drug resistance data. From this data, we identified drug resistance mutations in 20% of treatment naïve individuals in our cohort, which is similar to frequencies identified using traditional genotyping in Brazilian patient samples. Conclusion The developed ultra-wide sequencing approach described here allows multiplexing of at least 48 patient samples per sequencing run, 4 times more than the current genotyping method. This method is also 4-fold more sensitive (5% minimal detection frequency vs. 20%) at a cost 3–5× less than the traditional Sanger-based genotyping method. Lastly, by using a benchtop next-generation sequencer (Roche/454 GS Junior), this approach can be more easily implemented in low-resource settings. This data provides proof-of-concept that next-generation HIV drug resistance genotyping is a feasible and low-cost alternative to current genotyping methods and may be particularly beneficial for in-country surveillance of transmitted drug resistance.
- Subjects :
- Drug
medicine.medical_specialty
Genotyping Techniques
Mechanisms of Resistance and Susceptibility
media_common.quotation_subject
Population
Retrovirology and HIV immunopathogenesis
lcsh:Medicine
Viral diseases
Drug resistance
Biology
Bioinformatics
Microbiology
Polymerase Chain Reaction
Antibiotic resistance
Genome Analysis Tools
Virology
Drug Resistance, Viral
medicine
Humans
Intensive care medicine
education
lcsh:Science
Genotyping
media_common
education.field_of_study
Sequence Assembly Tools
Multidisciplinary
Sequence Analysis, RNA
lcsh:R
Computational Biology
HIV
HIV diagnosis and management
Genomics
HIV epidemiology
Mutation
Medicine
Infectious diseases
Feasibility Studies
RNA, Viral
HIV clinical manifestations
lcsh:Q
Sequence Analysis
Viral load
HIV drug resistance
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 7
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....e267fe167b788e30d129147c4226954b