Use of Four Next-Generation Sequencing Platforms to Determine HIV-1 Coreceptor Tropism

被引:64
作者
Archer, John [1 ]
Weber, Jan
Henry, Kenneth
Winner, Dane
Gibson, Richard
Lee, Lawrence
Paxinos, Ellen
Arts, Eric J.
Robertson, David L. [1 ]
Mimms, Larry
Quinones-Mateu, Miguel E.
机构
[1] Univ Manchester, Fac Life Sci, Manchester, Lancs, England
基金
英国生物技术与生命科学研究理事会; 英国医学研究理事会;
关键词
IMMUNODEFICIENCY-VIRUS TYPE-1; TREATMENT-EXPERIENCED PATIENTS; TREATMENT-NAIVE PATIENTS; REVERSE-TRANSCRIPTASE; VIROLOGICAL RESPONSE; GENOTYPIC PREDICTION; PHENOTYPIC ASSAY; MARAVIROC; USAGE; CCR5;
D O I
10.1371/journal.pone.0049602
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
HIV-1 coreceptor tropism assays are required to rule out the presence of CXCR4-tropic (non-R5) viruses prior treatment with CCR5 antagonists. Phenotypic (e.g., Trofile (TM), Monogram Biosciences) and genotypic (e.g., population sequencing linked to bioinformatic algorithms) assays are the most widely used. Although several next-generation sequencing (NGS) platforms are available, to date all published deep sequencing HIV-1 tropism studies have used the 454 (TM) Life Sciences/Roche platform. In this study, HIV-1 co-receptor usage was predicted for twelve patients scheduled to start a maraviroc-based antiretroviral regimen. The V3 region of the HIV-1 env gene was sequenced using four NGS platforms: 454 (TM), PacBio (R) RS (Pacific Biosciences), Illumina (R), and Ion Torrent (TM) (Life Technologies). Cross-platform variation was evaluated, including number of reads, read length and error rates. HIV-1 tropism was inferred using Geno2Pheno, Web PSSM, and the 11/24/25 rule and compared with Trofile (TM) and virologic response to antiretroviral therapy. Error rates related to insertions/deletions (indels) and nucleotide substitutions introduced by the four NGS platforms were low compared to the actual HIV-1 sequence variation. Each platform detected all major virus variants within the HIV-1 population with similar frequencies. Identification of non-R5 viruses was comparable among the four platforms, with minor differences attributable to the algorithms used to infer HIV-1 tropism. All NGS platforms showed similar concordance with virologic response to the maraviroc-based regimen (75% to 80% range depending on the algorithm used), compared to Trofile (80%) and population sequencing (70%). In conclusion, all four NGS platforms were able to detect minority non-R5 variants at comparable levels suggesting that any NGS-based method can be used to predict HIV-1 coreceptor usage.
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页数:17
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