Comparison of Illumina and Oxford Nanopore Technology systems for the genomic characterization of <i>Streptococcus pneumoniae</i>

Whole-genome sequencing (WGS) is an invaluable tool that enables high-resolution genotyping to precisely identify bacterial strains. It is particularly significant for highly pathogenic bacteria such as <i>Streptococcus pneumoniae</i>, a worldwide leading cause of mortality and morbidity. Illumina sequencing is highly established for <i>S. pneumoniae</i>, while Oxford Nanopore Technologies (ONT) data are limited. Hence, evaluating ONT-only data is needed. We aimed to compare the Illumina and ONT systems for <i>S. pneumoniae</i> sequencing. Moreover, we aimed to explore whether the newer chemistry from ONT with R10.4.1 flow cells improves the data outputs from long-read sequencing. <i>S. pneumoniae</i> bacteria were isolated from hospitalized patients with invasive pneumococcal disease (IPD) and serotyped by multiplex PCR. Resistance profiles were determined with anti-microbial susceptibility testing. A total of 27 isolates were sequenced using ONT Mk1c with R9.4.1 flow cells and Kit10 chemistry (ONT_V10) and the Illumina Miseq system. Illumina and ONT data were compared, and hybrid assembly was assessed. ONT sequencing was additionally performed with R10.4.1 flow cells and Kit14 chemistry (ONT_V14) in 12 isolates. <i>S. pneumoniae</i> identification, serotyping, AMR, and GPSC prediction were successfully achieved using ONT sequencing. The ONT_V14 chemistry significantly improved both MLST and pbp prediction in long-read sequencing. Overall, the hybrid assembly produced circular and contiguous genomes with high N50 parameters. Moreover, long-read assembly followed by short-read polishing is a fast and reliable approach for hybrid assembly at ONT sequencing depth >100×. For ONT sequencing depth <50×, tools that perform short-read-first assembly, such as Unicycler are recommended.IMPORTANCEThis study provides a detailed evaluation of whole-genome sequencing technologies and bioinformatics pipelines for the characterization of <i>Streptococcus pneumoniae</i>. It represents an in-depth investigation of Illumina and Oxford Nanopore technologies (ONT) systems for bacterial sequencing. It sheds light on the performance of each platform in various aspects of sequencing, including raw and assembly statistics, capsular typing, pbp typing, GPSC, AMR, and MLST prediction. This study offers a comprehensive overview of <i>S. pneumoniae</i> genomics and a guide for clinical and research laboratories seeking to adopt bacterial sequencing by providing important considerations when choosing sequencing platforms and analysis pipelines. We report a strong case for the implementation of WGS in the clinical setting, based on its high concordance with conventional molecular and phenotypic methods. Furthermore, the flexibility and portability of the investigated pipelines facilitate their use in clinical applications.

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Journal
Microbiology Spectrum
Published
2025-05-28
DOI
https://doi.org/10.1128/spectrum.01294-24
Citations
4
Primary Topic
Pneumonia and Respiratory Infections
Type
article
Field-Weighted Citation Impact
5.42

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Comparison of Illumina and Oxford Nanopore Technology systems for the genomic characterization of Streptococcus pneumoniae

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article

Comparison of Illumina and Oxford Nanopore Technology systems for the genomic characterization of Streptococcus pneumoniae

Nour Youssef, Elie Bou Raad, Danielle Fayad, George F. Araj, Elie Khoury, Sarah Ahmed Hasan, Razane El Rifai, Antoine Abou Fayad, Randa K. Saad, Celina F. Boutros, Fata Akl, Amena A. Rizk, Zainab Ali, Hicham Abdo, Najwa Radwan, Marc Finianos, Jacques Mokhbat, Magda Haj, Zeina Mohsen, Hadi El Amin, Imad Akel, Marwan Osman, Elie Salem Sokhn, N Hourani, Fatima Dakroub, Mohamad El‐Zaatari, Samer Bou Karroum, Emma Abboud, Zeinab El Zein, Bassam El Hafi, Christian Sadaka, Alissar Zaghlout, Ahmad Chmaisse, Mireille Lteif, Carine Hedari, Mohammad Bahij Moumneh, Nada Ghosn, Ghassan Dbaibo, Ghassan M. Matar, Moza Hammadi, Raymond Rohban, Alice Recho, Rita Feghali, Zeina El Houry, Tamima Jisr, Jose Rita Gerges, Nour Nahouli, Nour Zaatary, Rouba Chaker, Sera Chamseddine, Yorgo Zehlani, Mariam Saadeddine
article en
4 citations

Abstract

Whole-genome sequencing (WGS) is an invaluable tool that enables high-resolution genotyping to precisely identify bacterial strains. It is particularly significant for highly pathogenic bacteria such as <i>Streptococcus pneumoniae</i>, a worldwide leading cause of mortality and morbidity. Illumina sequencing is highly established for <i>S. pneumoniae</i>, while Oxford Nanopore Technologies (ONT) data are limited. Hence, evaluating ONT-only data is needed. We aimed to compare the Illumina and ONT systems for <i>S. pneumoniae</i> sequencing. Moreover, we aimed to explore whether the newer chemistry from ONT with R10.4.1 flow cells improves the data outputs from long-read sequencing. <i>S. pneumoniae</i> bacteria were isolated from hospitalized patients with invasive pneumococcal disease (IPD) and serotyped by multiplex PCR. Resistance profiles were determined with anti-microbial susceptibility testing. A total of 27 isolates were sequenced using ONT Mk1c with R9.4.1 flow cells and Kit10 chemistry (ONT_V10) and the Illumina Miseq system. Illumina and ONT data were compared, and hybrid assembly was assessed. ONT sequencing was additionally performed with R10.4.1 flow cells and Kit14 chemistry (ONT_V14) in 12 isolates. <i>S. pneumoniae</i> identification, serotyping, AMR, and GPSC prediction were successfully achieved using ONT sequencing. The ONT_V14 chemistry significantly improved both MLST and pbp prediction in long-read sequencing. Overall, the hybrid assembly produced circular and contiguous genomes with high N50 parameters. Moreover, long-read assembly followed by short-read polishing is a fast and reliable approach for hybrid assembly at ONT sequencing depth >100×. For ONT sequencing depth <50×, tools that perform short-read-first assembly, such as Unicycler are recommended.IMPORTANCEThis study provides a detailed evaluation of whole-genome sequencing technologies and bioinformatics pipelines for the characterization of <i>Streptococcus pneumoniae</i>. It represents an in-depth investigation of Illumina and Oxford Nanopore technologies (ONT) systems for bacterial sequencing. It sheds light on the performance of each platform in various aspects of sequencing, including raw and assembly statistics, capsular typing, pbp typing, GPSC, AMR, and MLST prediction. This study offers a comprehensive overview of <i>S. pneumoniae</i> genomics and a guide for clinical and research laboratories seeking to adopt bacterial sequencing by providing important considerations when choosing sequencing platforms and analysis pipelines. We report a strong case for the implementation of WGS in the clinical setting, based on its high concordance with conventional molecular and phenotypic methods. Furthermore, the flexibility and portability of the investigated pipelines facilitate their use in clinical applications.

Microbiology SpectrumVol. 13(7)
American University of Beirut Medical Center (LB), American University of Beirut (LB)
Pfizer
Good health and well-being
Openalex Percentile: Top 4%
Pneumonia and Respiratory Infections
5.42
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