Enhanced Virus Detection and Metagenomic Sequencing in Patients with Meningitis and Encephalitis

被引:83
作者
Piantadosi, Anne [1 ,2 ,3 ]
Mukerji, Shibani S. [4 ,5 ]
Ye, Simon [1 ,6 ]
Leone, Michael J. [4 ]
Freimark, Lisa M. [1 ]
Park, Daniel [1 ]
Adams, Gordon [1 ,2 ]
Lemieux, Jacob [1 ,2 ,5 ]
Kanjilal, Sanjat [2 ,5 ,7 ]
Solomon, Isaac H. [5 ,7 ]
Ahmed, Asim A. [5 ,8 ]
Goldstein, Robert [2 ,5 ]
Ganesh, Vijay [1 ,5 ,9 ]
Ostrem, Bridget [4 ,5 ]
Cummins, Kaelyn C. [10 ,16 ]
Thon, Jesse M. [4 ,5 ,17 ]
Kinsella, Cormac M. [1 ,13 ,18 ]
Rosenberg, Eric [2 ,5 ,11 ]
Frosch, Matthew P. [4 ,5 ,11 ]
Goldberg, Marcia B. [2 ,5 ]
Cho, Tracey A. [4 ,5 ,12 ]
Sabeti, Pardis [1 ,2 ,5 ,13 ,14 ,15 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[2] Massachusetts Gen Hosp, Div Infect Dis, Boston, MA 02114 USA
[3] Emory Univ, Sch Med, Atlanta, GA 30322 USA
[4] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[5] Harvard Med Sch, Boston, MA 02115 USA
[6] Harvard MIT Program Hlth Sci & Technol, Cambridge, MA USA
[7] Brigham & Womens Hosp, Dept Pathol, 75 Francis St, Boston, MA 02115 USA
[8] Harvard Med Sch, Childrens Hosp, Dept Pediat, Boston, MA 02115 USA
[9] Brigham & Womens Hosp, Dept Neurol, 75 Francis St, Boston, MA 02115 USA
[10] Brigham & Womens Hosp, Div Infect Dis, 75 Francis St, Boston, MA 02115 USA
[11] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[12] Univ Iowa, Dept Neurol, Iowa City, IA 52242 USA
[13] Harvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
[14] Harvard TH Chan Sch Publ Hlth, Dept Immunol & Infect Dis, Boston, MA USA
[15] Howard Hughes Med Inst, Chevy Chase, MD USA
[16] Baylor Coll Med, Houston, TX 77030 USA
[17] Univ Penn, Dept Neurol, Philadelphia, PA 19104 USA
[18] Amsterdam UMC, Amsterdam, Netherlands
基金
美国国家卫生研究院;
关键词
encephalitis; metagenomic sequencing; next-generation sequencing (NGS); meningitis; virus; hybrid capture; methylated DNA depletion; WEST-NILE VIRUS; IMMUNOCOMPETENT ADULT; EHRLICHIA-CHAFFEENSIS; CEREBROSPINAL-FLUID; UNITED-STATES; DIAGNOSIS; ETIOLOGIES; SEARCH; HHV-7; DNA;
D O I
10.1128/mBio.01143-21
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Meningitis and encephalitis are leading causes of central nervous system (CNS) disease and often result in severe neurological compromise or death. Traditional diagnostic workflows largely rely on pathogen-specific tests, sometimes over days to weeks, whereas metagenomic next-generation sequencing (mNGS) profiles all nucleic acid in a sample. In this single-center, prospective study, 68 hospitalized patients with known (n = 44) or suspected (n = 24) CNS infections underwent mNGS from RNA and DNA to identify potential pathogens and also targeted sequencing of viruses using hybrid capture. Using a computational metagenomic classification pipeline based on KrakenUniq and BLAST, we detected pathogen nucleic acid in cerebrospinal fluid (CSF) from 22 subjects, 3 of whom had no clinical diagnosis by routine workup. Among subjects diagnosed with infection by serology and/or peripheral samples, we demonstrated the utility of mNGS to detect pathogen nucleic acid in CSF, importantly for the Ixodes scapularis tick-borne pathogens Powassan virus, Borrelia burgdorferi, and Anaplasma phagocytophilum. We also evaluated two methods to enhance the detection of viral nucleic acid, hybrid capture and methylated DNA depletion. Hybrid capture nearly universally increased viral read recovery. Although results for methylated DNA depletion were mixed, it allowed the detection of varicella-zoster virus DNA in two samples that were negative by standard mNGS. Overall, mNGS is a promising approach that can test for multiple pathogens simultaneously, with efficacy similar to that of pathogen-specific tests, and can uncover geographically relevant infectious CNS disease, such as tick-borne infections in New England. With further laboratory and computational enhancements, mNGS may become a mainstay of workup for encephalitis and meningitis. IMPORTANCE Meningitis and encephalitis are leading global causes of central nervous system (CNS) disability and mortality. Current diagnostic workflows remain inefficient, requiring costly pathogen-specific assays and sometimes invasive surgical procedures. Despite intensive diagnostic efforts, 40 to 60% of people with meningitis or encephalitis have no clear cause of CNS disease identified. As diagnostic uncertainty often leads to costly inappropriate therapies, the need for novel pathogen detection methods is paramount. Metagenomic next-generation sequencing (mNGS) offers the unique opportunity to circumvent these challenges using unbiased laboratory and computational methods. Here, we performed comprehensive mNGS from 68 prospectively enrolled patients with known (n = 44) or suspected (n = 24) CNS viral infection from a single center in New England and evaluated enhanced methods to improve the detection of CNS pathogens, including those not traditionally identified in the CNS by nucleic acid detection. Overall, our work helps elucidate how mNGS can become integrated into the diagnostic toolkit for CNS infections.
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页数:13
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