Metagenomic next-generation sequencing and proteomics analysis in pediatric viral encephalitis and meningitis

被引:7
作者
Wang, Yi-Long [1 ,2 ]
Guo, Xiao-Tong [1 ,2 ]
Zhu, Meng-Ying [1 ,2 ]
Mao, Yu-Chen [1 ,2 ]
Xu, Xue-Bin [1 ,2 ]
Hua, Yi [1 ,2 ]
Xu, Lu [1 ,2 ]
Jiang, Li-Hua [1 ,2 ]
Zhao, Cong-Ying [1 ,2 ]
Zhang, Xin [1 ,2 ]
Sheng, Guo-Xia [1 ,2 ]
Jiang, Pei-Fang [1 ,2 ]
Yuan, Zhe-Feng [1 ,2 ]
Gao, Feng [1 ,2 ]
机构
[1] Zhejiang Univ, Childrens Hosp, Dept Neurol, Sch Med, Hangzhou, Zhejiang, Peoples R China
[2] Zhejiang Univ, Childrens Hosp, Natl Clin Res Ctr Child Hlth, Sch Med, Hangzhou, Zhejiang, Peoples R China
关键词
viral encephalitis (VE); viral meningitis (VM); human enterovirus (HEV); metagenomic next-generation sequencing (mNGS); MS-based proteomics; diagnostic biomarkers; CEREBROSPINAL-FLUID; GLYCOPROTEIN; COMPONENTS; DIAGNOSIS;
D O I
10.3389/fcimb.2023.1104858
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionEarly and accurate identification of pathogens is essential for improved outcomes in patients with viral encephalitis (VE) and/or viral meningitis (VM). MethodsIn our research, Metagenomic next-generation sequencing (mNGS) which can identify viral pathogens unbiasedly was performed on RNA and DNA to identify potential pathogens in cerebrospinal fluid (CSF) samples from 50 pediatric patients with suspected VEs and/or VMs. Then we performed proteomics analysis on the 14 HEV-positive CSF samples and another 12 CSF samples from health controls (HCs). A supervised partial least squaresdiscriminant analysis (PLS-DA) and orthogonal PLS-DA (O-PLS-DA) model was performed using proteomics data. ResultsTen viruses in 48% patients were identified and the most common pathogen was human enterovirus (HEV) Echo18. 11 proteins overlapping between the top 20 DEPs in terms of P value and FC and the top 20 proteins in PLS-DA VIP lists were acquired. DiscussionOur result showed mNGS has certain advantages on pathogens identification in VE and VM and our research established a foundation to identify diagnosis biomarker candidates of HEV-positive meningitis based on MS-based proteomics analysis, which could also contribute toward investigating the HEV-specific host response patterns.
引用
收藏
页数:12
相关论文
共 49 条
[1]   Etiology and prognosis of acute viral encephalitis and meningitis in Chinese children: a multicentre prospective study [J].
Ai, Junhong ;
Xie, Zhengde ;
Liu, Gang ;
Chen, Zongbo ;
Yang, Yong ;
Li, Yuning ;
Chen, Jing ;
Zheng, Guo ;
Shen, Kunling .
BMC INFECTIOUS DISEASES, 2017, 17
[2]   Pre-digest of unprotected DNA by Benzonase improves the representation of living skin bacteria and efficiently depletes host DNA [J].
Amar, Yacine ;
Lagkouvardos, Ilias ;
Silva, Rafaela L. ;
Ishola, Oluwaseun Ayodeji ;
Foesel, Baerbel U. ;
Kublik, Susanne ;
Schoeler, Anne ;
Niedermeier, Sebastian ;
Bleuel, Rachela ;
Zink, Alexander ;
Neuhaus, Klaus ;
Schloter, Michael ;
Biedermann, Tilo ;
Koeberle, Martin .
MICROBIOME, 2021, 9 (01)
[3]   Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis [J].
Bakochi, Anahita ;
Mohanty, Tirthankar ;
Pyl, Paul Theodor ;
Gueto-Tettay, Carlos Alberto ;
Malmstrom, Lars ;
Linder, Adam ;
Malmstrom, Johan .
ELIFE, 2021, 10
[4]   Sensitivity of Next-Generation Sequencing Metagenomic Analysis for Detection of RNA and DNA Viruses in Cerebrospinal Fluid: The Confounding Effect of Background Contamination [J].
Bukowska-Osko, Iwona ;
Perlejewski, Karol ;
Nakamura, Shota ;
Motooka, Daisuke ;
Stokowy, Tomasz ;
Kosinska, Joanna ;
Popiel, Marta ;
Ploski, Rafal ;
Horban, Andrzej ;
Lipowski, Dariusz ;
Cortes, Kamila Caraballo ;
Pawelczyk, Agnieszka ;
Demkow, Urszula ;
Stepien, Adam ;
Radkowski, Marek ;
Laskus, Tomasz .
RESPIRATORY TREATMENT AND PREVENTION, 2017, 944 :53-62
[5]   Enterovirus and Encephalitis [J].
Chen, Bo-Shiun ;
Lee, Hou-Chen ;
Lee, Kuo-Ming ;
Gong, Yu-Nong ;
Shih, Shin-Ru .
FRONTIERS IN MICROBIOLOGY, 2020, 11
[6]   Serotypes of human enteroviruses causing pediatric viral encephalitis and meningitis in Hebei province, China, from 2013 to 2015 [J].
Chen, Xiangpeng ;
Guo, Jiayun ;
Li, Jingjie ;
Li, Qiuping ;
Ai, Junhong ;
Sun, Suzhen ;
Xie, Zhengde .
PEDIATRIC INVESTIGATION, 2018, 2 (02) :98-104
[7]   Suspected encephalitis with Candida tropicalis and Fusarium detected by unbiased RNA sequencing [J].
Christopeit, M. ;
Grundhoff, A. ;
Rohde, H. ;
Belmar-Campos, C. ;
Grzyska, U. ;
Fiehler, J. ;
Wolschke, C. ;
Ayuk, F. ;
Kroeger, N. ;
Fischer, Nicole .
ANNALS OF HEMATOLOGY, 2016, 95 (11) :1919-1921
[8]   Review - Mass spectrometry and protein analysis [J].
Domon, B ;
Aebersold, R .
SCIENCE, 2006, 312 (5771) :212-217
[9]   Metagenomics: The Next Culture-Independent Game Changer [J].
Forbes, Jessica D. ;
Knox, Natalie C. ;
Ronholm, Jennifer ;
Pagotto, Franco ;
Reimer, Aleisha .
FRONTIERS IN MICROBIOLOGY, 2017, 8
[10]  
Fournier T, 1999, J IMMUNOL, V163, P2883