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

Author:

Balakrishna Suraj12,Loosli Tom12,Zaheri Maryam23,Frischknecht Paul1,Huber Michael23,Kusejko Katharina12ORCID,Yerly Sabine4,Leuzinger Karoline5,Perreau Matthieu6,Ramette Alban7ORCID,Wymant Chris8ORCID,Fraser Christophe89,Kellam Paul10,Gall Astrid11,Hirsch Hans H12ORCID,Stoeckle Marcel12,Rauch Andri13,Cavassini Matthias14ORCID,Bernasconi Enos15,Notter Julia16,Calmy Alexandra17,Günthard Huldrych F12ORCID,Metzner Karin J12,Kouyos Roger D12ORCID

Affiliation:

1. Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich , Zurich , Switzerland

2. Institute of Medical Virology, University of Zurich , Zurich , Switzerland

3. Swiss National Center for Retroviruses, University of Zurich , Zurich , Switzerland

4. Laboratory of Virology, University Hospital Geneva, University of Geneva , Geneva , Switzerland

5. Clinical Virology Division, Laboratory Medicine, University Hospital Basel , Basel , Switzerland

6. Division of Immunology and Allergy, University Hospital Lausanne, University of Lausanne , Lausanne , Switzerland

7. Institute for Infectious Diseases, University of Bern , Bern , Switzerland

8. Nuffield Department of Medicine, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford , Oxford , UK

9. Nuffield Department of Medicine, Wellcome Centre for Human Genetics, University of Oxford , Oxford , UK

10. Department of Infectious Diseases, Faculty of Medicine, Imperial College London , London , UK

11. Excellence in Life Sciences (EMBO) , Heidelberg , Germany

12. Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, University of Basel , Basel , Switzerland

13. Department of Infectious Diseases, Bern University Hospital, University of Bern , Bern , Switzerland

14. Division of Infectious Diseases, Lausanne University Hospital, University of Lausanne , Lausanne , Switzerland

15. Division of Infectious Diseases, Regional Hospital Lugano , Lugano , Switzerland

16. Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St Gallen , St Gallen , Switzerland

17. Division of Infectious Diseases, University Hospital Geneva, University of Geneva , Geneva , Switzerland

Abstract

AbstractBackgroundNext-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.MethodsTo 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.ResultsWe 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%.ConclusionsWe 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.

Funder

Swiss National Science Foundation

SHCS

Publisher

Oxford University Press (OUP)

Subject

Infectious Diseases,Pharmacology (medical),Pharmacology,Microbiology (medical)

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