Frequency matters: comparison of drug resistance mutation detection by Sanger and next-generation sequencing in HIV-1

桑格测序 一致性 DNA测序 艾滋病毒耐药性 深度测序 遗传学 焦测序 抗药性 生物 人类免疫缺陷病毒(HIV) 医学 病毒学 病毒载量 基因 抗逆转录病毒疗法 基因组
作者
Suraj Balakrishna,Tom Loosli,Maryam Zaheri,Paul Frischknecht,Michael Huber,Katharina Kusejko,Sabine Yerly,Karoline Leuzinger,Matthieu Perreau,Alban Ramette,Chris Wymant,Christophe Fraser,Paul Kellam,Astrid Gall,Hans H. Hirsch,Marcel Stoeckle,Andri Rauch,Matthias Cavassini,Enos Bernasconi,Julia Notter,Alexandra Calmy,Huldrych F. Günthard,Karin J. Metzner,Roger D. Kouyos
出处
期刊:Journal of Antimicrobial Chemotherapy [Oxford University Press]
卷期号:78 (3): 656-664 被引量:7
标识
DOI:10.1093/jac/dkac430
摘要

Abstract Background Next-generation sequencing (NGS) is gradually replacing Sanger sequencing (SS) as the primary method for HIV genotypic resistance testing. However, there are limited systematic data on comparability of these methods in a clinical setting for the presence of low-abundance drug resistance mutations (DRMs) and their dependency on the variant-calling thresholds. Methods To compare the HIV-DRMs detected by SS and NGS, we included participants enrolled in the Swiss HIV Cohort Study (SHCS) with SS and NGS sequences available with sample collection dates ≤7 days apart. We tested for the presence of HIV-DRMs and compared the agreement between SS and NGS at different variant-calling thresholds. Results We included 594 pairs of SS and NGS from 527 SHCS participants. Males accounted for 80.5% of the participants, 76.3% were ART naive at sample collection and 78.1% of the sequences were subtype B. Overall, we observed a good agreement (Cohen’s kappa >0.80) for HIV-DRMs for variant-calling thresholds ≥5%. We observed an increase in low-abundance HIV-DRMs detected at lower thresholds [28/417 (6.7%) at 10%–25% to 293/812 (36.1%) at 1%–2% threshold]. However, such low-abundance HIV-DRMs were overrepresented in ART-naive participants and were in most cases not detected in previously sampled sequences suggesting high sequencing error for thresholds <3%. Conclusions We found high concordance between SS and NGS but also a substantial number of low-abundance HIV-DRMs detected only by NGS at lower variant-calling thresholds. Our findings suggest that a substantial fraction of the low-abundance HIV-DRMs detected at thresholds <3% may represent sequencing errors and hence should not be overinterpreted in clinical practice.
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