Comprehensive Pathogen Identification, Antibiotic Resistance, and Virulence Genes Prediction Directly From Simulated Blood Samples and Positive Blood Cultures by Nanopore Metagenomic Sequencing

被引:18
作者
Zhou, Menglan [1 ]
Wu, Yarong [2 ]
Kudinha, Timothy [3 ,4 ]
Jia, Peiyao [1 ,5 ]
Wang, Lei [2 ]
Xu, Yingchun [1 ]
Yang, Qiwen [1 ]
机构
[1] Chinese Acad Med Sci, Dept Clin Lab, Peking Union Med Coll Hosp, Peking Union Med Coll, Beijing, Peoples R China
[2] Beijing Appl Biol Technol Co Ltd, Beijing, Peoples R China
[3] Charles Sturt Univ, Sch Biomed Sci, Orange, NSW, Australia
[4] NSW Hlth Pathol, Pathol West, Orange, NSW, Australia
[5] Chinese Acad Med Sci, Grad Sch, Peking Union Med Coll, Beijing, Peoples R China
关键词
bloodstream infection; MinION nanopore sequencing; identification; resistance; virulence; BACTEREMIA; DIAGNOSIS; SEPSIS; IMPACT;
D O I
10.3389/fgene.2021.620009
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Bloodstream infection is a major cause of morbidity and mortality worldwide. We explored whether MinION nanopore sequencing could accelerate diagnosis, resistance, and virulence profiling prediction in simulated blood samples and blood cultures. One milliliter of healthy blood samples each from direct spike (sample 1), anaerobic (sample 2), and aerobic (sample 3) blood cultures with initial inoculation of similar to 30 CFU/ml of a clinically isolated Klebsiella pneumoniae strain was subjected to DNA extraction and nanopore sequencing. Hybrid assembly of Illumina and nanopore reads from pure colonies of the isolate (sample 4) was used as a reference for comparison. Hybrid assembly of the reference genome identified a total of 39 antibiotic resistance genes and 77 virulence genes through alignment with the CARD and VFDB databases. Nanopore correctly detected K. pneumoniae in all three blood samples. The fastest identification was achieved within 8 h from specimen to result in sample 1 without blood culture. However, direct sequencing in sample 1 only identified seven resistance genes (20.6%) but 28 genes in samples 2-4 (82.4%) compared to the reference within 2 h of sequencing time. Similarly, 11 (14.3%) and 74 (96.1%) of the virulence genes were detected in samples 1 and 2-4 within 2 h of sequencing time, respectively. Direct nanopore sequencing from positive blood cultures allowed comprehensive pathogen identification, resistance, and virulence genes prediction within 2 h, which shows its promising use in point-of-care clinical settings.
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页数:11
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