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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.
- Source :
-
Clinical chemistry [Clin Chem] 2020 Jun 01; Vol. 66 (6), pp. 809-820. - Publication Year :
- 2020
-
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.<br />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.<br />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.<br />Conclusion: Our study demonstrates the interchangeability of MiSeq and MinION platforms for generation of accurate and actionable results for the treatment of tuberculosis.<br /> (© American Association for Clinical Chemistry 2020. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Subjects :
- DNA Barcoding, Taxonomic
High-Throughput Nucleotide Sequencing economics
Humans
Multiplex Polymerase Chain Reaction
Mycobacterium tuberculosis genetics
Sequence Analysis, DNA economics
Drug Resistance genetics
High-Throughput Nucleotide Sequencing methods
Mycobacterium tuberculosis classification
Sequence Analysis, DNA methods
Workflow
Subjects
Details
- Language :
- English
- ISSN :
- 1530-8561
- Volume :
- 66
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Clinical chemistry
- Publication Type :
- Academic Journal
- Accession number :
- 32402055
- Full Text :
- https://doi.org/10.1093/clinchem/hvaa092