Proton nuclear magnetic resonance-based metabonomics for rapid diagnosis of meningitis and ventriculitis

被引:72
作者
Coen, M
O'Sullivan, M
Bubb, WA
Kuchel, PW
Sorrell, T
机构
[1] Univ Sydney, Westmead Millennium Inst, Sch Mol & Microbial Biosci, Sydney, NSW, Australia
[2] Univ Sydney, Westmead Millennium Inst, Ctr Infect Dis & Microbiol, Sydney, NSW, Australia
基金
英国医学研究理事会; 澳大利亚研究理事会;
关键词
D O I
10.1086/497836
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background. Reduction of mortality associated with bacterial meningitis and postsurgical cerebral ventriculitis is dependent on early diagnosis and institution of appropriate therapy. Metabonomics rapidly defines metabolic profiles of biological fluids through the use of high- throughput analytical techniques combined with statistical pattern recognition tools. Methods. Proton nuclear magnetic resonance (H-1 NMR)-based metabonomics was applied to (1) lumbar cerebrospinal fluid samples collected prospectively from a cohort of patients with bacterial, fungal, or viral meningitis and from control subjects without neurological disease and (2) ventricular cerebrospinal fluid samples from patients with ventriculitis associated with an external ventricular drain and from control subjects. 1H NMR spectra were analyzed by the unsupervised statistical method of principal components analysis. Results. Metabonomic analysis clearly distinguished patients with bacterial or fungal meningitis ( 11 patients) from patients with viral meningitis (12) and control subjects (27) and clearly distinguished patientswith postsurgical ventriculitis (5) from postsurgical control subjects (10). Metabolites of microbial and host origin that were responsible for class separation were determined. Metabonomic data also correlated with the onset and course of infection in a patient with 2 episodes of bacterial ventriculitis and with response to therapy in another patient with cryptococcal meningitis. Conclusions. Metabonomic analysis is rapid, requires minimal sample processing, and is not targeted to specific microbial pathogens, making the platform potentially suitable for use in the diagnostic laboratory. This pilot study indicates that metabonomic analysis of cerebrospinal fluid is feasible and a potentially more powerful diagnostic tool than conventional rapid laboratory indicators for distinguishing bacterial from viral meningitis and for monitoring therapy. This should have important implications for early management, reduced empirical use of antibiotics, and treatment duration.
引用
收藏
页码:1582 / 1590
页数:9
相关论文
共 34 条
[1]   Community-acquired bacterial meningitis: Risk stratification for adverse clinical outcome and effect of antibiotic timing [J].
Aronin, SI ;
Peduzzi, P ;
Quagliarello, VJ .
ANNALS OF INTERNAL MEDICINE, 1998, 129 (11) :862-869
[2]   HIGH-RESOLUTION PROTON NUCLEAR-MAGNETIC-RESONANCE STUDIES OF HUMAN CEREBROSPINAL-FLUID [J].
BELL, JD ;
BROWN, JCC ;
SADLER, PJ ;
MACLEOD, AF ;
SONKSEN, PH ;
HUGHES, RD ;
WILLIAMS, R .
CLINICAL SCIENCE, 1987, 72 (05) :563-570
[3]   Differentiating acute bacterial meningitis from acute viral meningitis among children with cerebrospinal fluid pleocytosis - A multivariable regression model [J].
Bonsu, BK ;
Harper, MB .
PEDIATRIC INFECTIOUS DISEASE JOURNAL, 2004, 23 (06) :511-517
[4]   Identification of Enterococcus, Streptococcus, and Staphylococcus by multivariate analysis of proton magnetic resonance spectroscopic data from plate cultures [J].
Bourne, R ;
Himmelreich, U ;
Sharma, A ;
Mountford, C ;
Sorrell, T .
JOURNAL OF CLINICAL MICROBIOLOGY, 2001, 39 (08) :2916-2923
[5]  
Brindle JT, 2002, NAT MED, V8, P1439, DOI 10.1038/nm802
[6]   Dexamethasone in adults with bacterial meningitis. [J].
de Gans, J ;
van de Beek, D .
NEW ENGLAND JOURNAL OF MEDICINE, 2002, 347 (20) :1549-1556
[7]   Metabolites from cerebrospinal fluid in aneurysmal subarachnoid haemorrhage correlate with vasospasm and clinical outcome:: a pattern-recognition 1H NMR study [J].
Dunne, VG ;
Bhattachayya, S ;
Besser, M ;
Rae, C ;
Griffin, JL .
NMR IN BIOMEDICINE, 2005, 18 (01) :24-33
[8]  
Eriksson L., 1999, INTRO MULTI MEGAVARI
[9]   CEREBRAL MRS IN INFANT WITH SUSPECTED REYES-SYNDROME [J].
ERNST, T ;
ROSS, BD ;
FLORES, R .
LANCET, 1992, 340 (8817) :486-486
[10]   NMR-SPECTROSCOPY OF HUMAN POSTMORTEM CEREBROSPINAL-FLUID - DISTINCTION OF ALZHEIMERS-DISEASE FROM CONTROL USING PATTERN-RECOGNITION AND STATISTICS [J].
GHAURI, FYK ;
NICHOLSON, JK ;
SWEATMAN, BC ;
WOOD, J ;
BEDDELL, CR ;
LINDON, JC ;
CAIRNS, NJ .
NMR IN BIOMEDICINE, 1993, 6 (02) :163-167