Targeted-Sequencing Workflows for Comprehensive Drug Resistance Profiling of Mycobacterium tuberculosis Cultures Using Two Commercial Sequencing Platforms: Comparison of Analytical and Diagnostic Performance, Turnaround Time, and Cost

  • Ketema Tafess
  • , Timothy Ting Leung Ng
  • , Hiu Yin Lao
  • , Kenneth Siu Sing Leung
  • , Kingsley King Gee Tam
  • , Rahim Rajwani
  • , Sarah Tsz Yan Tam
  • , Lily Pui Ki Ho
  • , Corey Mang Kiu Chu
  • , Dimitri Gonzalez
  • , Chalom Sayada
  • , Oliver Chiu Kit Ma
  • , Belete Haile Nega
  • , Gobena Ameni
  • , Wing Cheong Yam
  • , Gilman Kit Hang Siu

Research output: Journal article publicationJournal articleAcademic researchpeer-review

48 Citations (Scopus)

Abstract

BACKGROUND: The emergence of Mycobacterium tuberculosis with complex drug resistance profiles necessitates a rapid and comprehensive drug susceptibility test for guidance of patient treatment. We developed two targeted-sequencing workflows based on Illumina MiSeq and Nanopore MinION for the prediction of drug resistance in M. tuberculosis toward 12 antibiotics. METHODS: A total of 163 M. tuberculosis isolates collected from Hong Kong and Ethiopia were subjected to a multiplex PCR for simultaneous amplification of 19 drug resistance-associated genetic regions. The amplicons were then barcoded and sequenced in parallel on MiSeq and MinION in respective batch sizes of 24 and 12 samples. A web-based bioinformatics pipeline, BacterioChek-TB, was developed to translate the raw datasets into clinician-friendly reports. RESULTS: Both platforms successfully sequenced all samples with mean read depths of 1,127× and 1,649×, respectively. The variant calling by MiSeq and MinION could achieve 100% agreement if variants with an allele frequency of <40% reported by MinION were excluded. Both workflows achieved a mean clinical sensitivity of 94.8% and clinical specificity of 98.0% when compared with phenotypic drug susceptibility test (pDST). Turnaround times for the MiSeq and MinION workflows were 38 and 15 h, facilitating the delivery of treatment guidance at least 17-18 days earlier than pDST, respectively. The higher cost per sample on the MinION platform ($71.56) versus the MiSeq platform ($67.83) was attributed to differences in batching capabilities. CONCLUSION: Our study demonstrates the interchangeability of MiSeq and MinION platforms for generation of accurate and actionable results for the treatment of tuberculosis.

Original languageEnglish
Pages (from-to)809-820
Number of pages12
JournalClinical Chemistry
Volume66
Issue number6
DOIs
Publication statusPublished - 1 Jun 2020

Keywords

  • Mycobacterium tuberculosis
  • drug-resistant TB
  • Illumina MiSeq
  • Nanopore MinION
  • next-generation sequencing
  • targeted sequencing

ASJC Scopus subject areas

  • Clinical Biochemistry
  • Biochemistry, medical

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