Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens

被引:65
作者
Saha, Senjuti [1 ,2 ]
Ramesh, Akshaya [3 ,4 ]
Kalantar, Katrina [5 ]
Malaker, Roly [1 ]
Hasanuzzaman, Md [1 ]
Khan, Lillian M. [5 ]
Mayday, Madeline Y. [6 ]
Sajib, M. S. I. [1 ]
Li, Lucy M. [7 ]
Langelier, Charles [7 ,8 ]
Rahman, Hafizur [1 ]
Crawford, Emily D. [7 ,9 ]
Tato, Cristina M. [7 ]
Islam, Maksuda [1 ]
Juan, Yun-Fang [10 ]
de Bourcy, Charles [10 ]
Dimitrov, Boris [10 ]
Wang, James [10 ]
Tang, Jennifer [10 ]
Sheu, Jonathan [10 ]
Egger, Rebecca [10 ]
De Carvalho, Tiago Rodrigues [10 ]
Wilson, Michael R. [3 ,4 ]
Saha, Samir K. [1 ,11 ]
DeRisi, Joseph L. [5 ,7 ]
机构
[1] Dhaka Shishu Hosp, Dept Microbiol, Child Hlth Res Fdn, Dhaka, Bangladesh
[2] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, Baltimore, MD USA
[3] Univ Calif San Francisco, Weill Inst Neurosci, San Francisco, CA 94143 USA
[4] Univ Calif San Francisco, Dept Neurol, San Francisco, CA 94143 USA
[5] Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USA
[6] Benioff Childrens Hosp, UCSF Sch Med, Dept Pediat, Div Crit Care, San Francisco, CA USA
[7] Chan Zuckerberg Biohub, San Francisco, CA 94158 USA
[8] Univ Calif San Francisco, Dept Med, Div Infect Dis, San Francisco, CA 94143 USA
[9] Univ Calif San Francisco, Dept Microbiol & Immunol, San Francisco, CA 94143 USA
[10] Chan Zuckerberg Initiat, Redwood City, CA USA
[11] Dhaka Shishu Hosp, Bangladesh Inst Child Hlth, Dhaka, Bangladesh
来源
MBIO | 2019年 / 10卷 / 06期
关键词
idiopathic meningitis; metagenomics; etiology; Bangladesh; cerebrospinal fluid; Chikungunya virus; meningitis; virology; PNEUMOCOCCAL MENINGITIS; ENCEPHALITIS; DIAGNOSIS; CHILDREN; DISEASE; SURVEILLANCE; MUMPS;
D O I
10.1128/mBio.02877-19
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
The burden of meningitis in low-and-middle-income countries remains significant, but the infectious causes remain largely unknown, impeding institution of evidence-based treatment and prevention decisions. We conducted a validation and application study of unbiased metagenomic next-generation sequencing (mNGS) to elucidate etiologies of meningitis in Bangladesh. This RNA mNGS study was performed on cerebrospinal fluid (CSF) specimens from patients admitted in the largest pediatric hospital, a World Health Organization sentinel site, with known neurologic infections (n = 36), with idiopathic meningitis (n = 25), and with no infection (n = 30), and six environmental samples, collected between 2012 and 2018. We used the IDseq bioinformatics pipeline and machine learning to identify potentially pathogenic microbes, which we then confirmed orthogonally and followed up through phone/home visits. In samples with known etiology and without infections, there was 83% concordance between mNGS and conventional testing. In idiopathic cases, mNGS identified a potential bacterial or viral etiology in 40%. There were three instances of neuroinvasive Chikungunya virus (CHIKV), whose genomes were >99% identical to each other and to a Bangladeshi strain only previously recognized to cause febrile illness in 2017. CHIKV-specific qPCR of all remaining stored CSF samples from children who presented with idiopathic meningitis in 2017 (n = 472) revealed 17 additional CHIKV meningitis cases, exposing an unrecognized meningitis outbreak. Orthogonal molecular confirmation, case-based clinical data, and patient follow-up substantiated the findings. Case-control CSF mNGS surveys can complement conventional diagnostic methods to identify etiologies of meningitis, conduct surveillance, and predict outbreaks. The improved patient- and population-level data can inform evidence-based policy decisions. IMPORTANCE Globally, there are an estimated 10.6 million cases of meningitis and 288,000 deaths every year, with the vast majority occurring in low-and middle-income countries. In addition, many survivors suffer from long-term neurological sequelae. Most laboratories assay only for common bacterial etiologies using culture and directed PCR, and the majority of meningitis cases lack microbiological diagnoses, impeding institution of evidence-based treatment and prevention strategies. We report here the results of a validation and application study of using unbiased metagenomic sequencing to determine etiologies of idiopathic (of unknown cause) cases. This included CSF from patients with known neurologic infections, with idiopathic meningitis, and without infection admitted in the largest children's hospital of Bangladesh and environmental samples. Using mNGS and machine learning, we identified and confirmed an etiology (viral or bacterial) in 40% of idiopathic cases. We detected three instances of Chikungunya virus (CHIKV) that were >99% identical to each other and to a strain previously recognized to cause systemic illness only in 2017. CHIKV qPCR of all remaining stored 472 CSF samples from children who presented with idiopathic meningitis in 2017 at the same hospital uncovered an unrecognized CHIKV meningitis outbreak. CSF mNGS can complement conventional diagnostic methods to identify etiologies of meningitis, and the improved patient- and population-level data can inform better policy decisions.
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页数:12
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