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纳米孔测序和Illumina宏基因组测序在婴幼儿中枢神经系统感染病原体检测及转录组分析中的性能

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

作者信息

Horiba Kazuhiro, Torii Yuka, Aizawa Yuta, Yamaguchi Makoto, Haruta Kazunori, Okumura Toshihiko, Suzuki Takako, Kawano Yoshihiko, Kawada Jun-Ichi, Hara Shinya, Saitoh Akihiko, Giske Christian G, Ogi Tomoo, Ito Yoshinori

机构信息

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

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

出版信息

Open Forum Infect Dis. 2022 Sep 30;9(10):ofac504. doi: 10.1093/ofid/ofac504. eCollection 2022 Oct.

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.

摘要

背景

婴幼儿中枢神经系统感染(CNSIs)可能危及生命并导致严重后遗症。然而,在超过40%的无菌性感染患者中,致病微生物仍不明确。本研究旨在使用两种不同的下一代测序(NGS)平台,即纳米孔测序平台和Illumina测序平台,分析单一脑脊液(CSF)样本中的宏基因组以检测病原体,并分析转录组以了解感染期间的宿主免疫反应。

方法

纳入28例年龄小于12个月的CNSIs患者,采集49份临床样本(28份脑脊液样本和21份血液样本)。从所有49份样本中提取的DNA使用Illumina测序仪进行测序以检测病原体。从23份脑脊液样本中获得了足够量的提取RNA,并在纳米孔测序平台和Illumina测序平台上进行测序。在病原体检测过程中去除的人类来源读数用于纳米孔测序和Illumina测序的宿主转录组分析。

结果

使用这两种测序平台进行的RNA宏基因组测序在10例病例中发现了推定的病毒病原体。使用Illumina测序仪进行的DNA测序检测到2种病原体。纳米孔测序和Illumina RNA测序的结果一致;然而,纳米孔RNA测序对检测到的病原体基因组的比对覆盖度和深度大于Illumina测序。对纳米孔测序的宿主转录组分析显示,在病原体确诊病例中,与先天免疫抗病毒作用相关的基因高度表达。

结论

将纳米孔RNA测序用于脑脊液样本的宏基因组诊断应有助于阐明CNSI的病原体和宿主免疫反应,并可能为这些感染的发病机制提供线索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee4b/9587384/2ac683c23728/ofac504f1.jpg

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