An integrated method for targeted Oxford Nanopore sequencing and automated bioinformatics for the simultaneous detection of bacteria, fungi, and ARG

被引:2
|
作者
Kuruwa, Sanjana [1 ]
Zade, Amrutraj [1 ]
Shah, Sanchi [1 ]
Moidu, Rameez [1 ]
Lad, Shailesh [1 ]
Chande, Chhaya [2 ]
Joshi, Ameeta [2 ]
Hirani, Nilma [2 ]
Nikam, Chaitali [1 ,3 ]
Bhattacharya, Sanjay [4 ]
Poojary, Aruna [5 ]
Kapoor, Mahua [1 ]
Kondabagil, Kiran [6 ]
Chatterjee, Anirvan [1 ,7 ]
机构
[1] HaystackAnalyt Pvt Ltd, Indian Inst Technol Bombay, SINE, Mumbai 400076, India
[2] Sir JJ Grp Hosp, Dept Microbiol, Mumbai 400008, India
[3] Thyrocare Technol Pvt Ltd, Navi Mumbai 400703, India
[4] Tata Med Ctr, Dept Microbiol, 14 MAR E W,DH Block Newtown,Act Area 1, Kolkata 700160, Chakpachuria700, India
[5] Breach Candy Hosp & Res Ctr, Dept Microbiol, Mumbai 400026, India
[6] Indian Inst Technol, Dept Biosci & Bioengn, Mumbai 400076, India
[7] HaystackAnalyt Pvt Ltd, Mumbai 400076, India
关键词
infectious disease; genomics; next-generation sequencing; nanopore sequencing; antibiotic resistance gene; bioinformatics; clinical genomics; 16S RIBOSOMAL-RNA; MYCOBACTERIUM-TUBERCULOSIS; KLEBSIELLA-PNEUMONIAE; PATHOGENIC BACTERIA; ESCHERICHIA-COLI; RAPID DETECTION; IDENTIFICATION; GENES; AMPLIFICATION; RESISTANCE;
D O I
10.1093/jambio/lxae037
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Aims: The use of metagenomics for pathogen identification in clinical practice has been limited. Here we describe a workflow to encourage the clinical utility and potential of NGS for the screening of bacteria, fungi, and antimicrobial resistance genes (ARGs). Methods and results: The method includes target enrichment, long-read sequencing, and automated bioinformatics. Evaluation of several tools and databases was undertaken across standard organisms (n = 12), clinical isolates (n = 114), and blood samples from patients with suspected bloodstream infections (n = 33). The strategy used could offset the presence of host background DNA, error rates of long-read sequencing, and provide accurate and reproducible detection of pathogens. Eleven targets could be successfully tested in a single assay. Organisms could be confidently identified considering >= 60% of best hits of a BLAST-based threshold of e-value 0.001 and a percent identity of >80%. For ARGs, reads with percent identity of >90% and >60% overlap of the complete gene could be confidently annotated. A kappa of 0.83 was observed compared to standard diagnostic methods. Thus, a workflow for the direct-from-sample, on-site sequencing combined with automated genomics was demonstrated to be reproducible. Conclusion: NGS-based technologies overcome several limitations of current day diagnostics. Highly sensitive and comprehensive methods of pathogen screening are the need of the hour. We developed a framework for reliable, on-site, screening of pathogens.
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页数:12
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