Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections

Author:

Horiba Kazuhiro1234ORCID,Torii Yuka3,Aizawa Yuta5,Yamaguchi Makoto3,Haruta Kazunori3,Okumura Toshihiko3,Suzuki Takako3,Kawano Yoshihiko6,Kawada Jun-ichi3,Hara Shinya6,Saitoh Akihiko5,Giske Christian G4,Ogi Tomoo12,Ito Yoshinori37

Affiliation:

1. Department of Genetics, Research Institute of Environmental Medicine, Nagoya University , Nagoya , Japan

2. Department of Human Genetics and Molecular Biology, Nagoya University Graduate School of Medicine , Nagoya , Japan

3. Department of Pediatrics, Nagoya University Graduate School of Medicine , Nagoya , Japan

4. Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute and Karolinska University Hospital , Stockholm , Sweden

5. Department of Pediatrics, Niigata University Graduate School of Medical and Dental Sciences , Niigata , Japan

6. Department of Pediatrics, TOYOTA Memorial Hospital , Toyota , Japan

7. Department of Pediatrics and Child Health, Nihon University School of Medicine , Tokyo , Japan

Abstract

Abstract Background Infantile central nervous system infections (CNSIs) can be life-threatening and cause severe sequelae. However, the causative microorganism remains unknown in >40% of patients with aseptic infections. This study aimed to analyze the metagenome for detection of pathogens and the transcriptome for host immune responses during infection in a single cerebrospinal fluid (CSF) sample using 2 different next-generation sequencing (NGS) platforms, Nanopore and Illumina. Methods Twenty-eight CNSIs patients (<12 months) were enrolled, and 49 clinical samples (28 CSF and 21 blood) were collected. The DNA extracted from all 49 samples was sequenced using the Illumina sequencer for the detection of pathogens. Extracted RNA was obtained in sufficient quantities from 23 CSF samples and subjected to sequencing on both Nanopore and Illumina platforms. Human-derived reads subtracted during pathogen detection were used for host transcriptomic analysis from both Nanopore and Illumina sequencing. Results RNA metagenomic sequencing using both sequencing platforms revealed putative viral pathogens in 10 cases. DNA sequencing using the Illumina sequencer detected 2 pathogens. The results of Nanopore and Illumina RNA sequencing were consistent; however, the mapping coverage and depth to the detected pathogen genome of Nanopore RNA sequencing were greater than those of Illumina. Host transcriptomic analysis of Nanopore sequencing revealed highly expressed genes related to the antiviral roles of innate immunity from pathogen-identified cases. Conclusions The use of Nanopore RNA sequencing for metagenomic diagnostics of CSF samples should help to elucidate both pathogens and host immune responses of CNSI and could shed light on the pathogenesis of these infections.

Funder

Grant-in-Aid for Young Scientists

Takeda Science Foundation

Publisher

Oxford University Press (OUP)

Subject

Infectious Diseases,Oncology

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