Development of a portable on-site applicable metagenomic data generation workflow for enhanced pathogen and antimicrobial resistance surveillance

被引:5
作者
Bloemen, Bram [1 ,2 ]
Gand, Mathieu [1 ]
Vanneste, Kevin [1 ]
Marchal, Kathleen [2 ,3 ]
Roosens, Nancy H. C. [1 ]
De Keersmaecker, Sigrid C. J. [1 ]
机构
[1] Sciensano, Transversal Act Appl Genom, Rue Juliette Wytsman 14, B-1050 Brussels, Belgium
[2] Univ Ghent, Dept Informat Technol, IDLab, IMEC, B-9052 Ghent, Belgium
[3] Univ Ghent, Dept Plant Biotechnol & Bioinformat, B-9052 Ghent, Belgium
关键词
HALOTOLERANS GEN. NOV;
D O I
10.1038/s41598-023-46771-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Rapid, accurate and comprehensive diagnostics are essential for outbreak prevention and pathogen surveillance. Real-time, on-site metagenomics on miniaturized devices, such as Oxford Nanopore Technologies MinION sequencing, could provide a promising approach. However, current sample preparation protocols often require substantial equipment and dedicated laboratories, limiting their use. In this study, we developed a rapid on-site applicable DNA extraction and library preparation approach for nanopore sequencing, using portable devices. The optimized method consists of a portable mechanical lysis approach followed by magnetic bead-based DNA purification and automated sequencing library preparation, and resulted in a throughput comparable to a current optimal, laboratory-based protocol using enzymatic digestion to lyse cells. By using spike-in reference communities, we compared the on-site method with other workflows, and demonstrated reliable taxonomic profiling, despite method-specific biases. We also demonstrated the added value of long-read sequencing by recovering reads containing full-length antimicrobial resistance genes, and attributing them to a host species based on the additional genomic information they contain. Our method may provide a rapid, widely-applicable approach for microbial detection and surveillance in a variety of on-site settings.
引用
收藏
页数:14
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