4.4 Article

Comprehensive 1H NMR metabolic profiling of body fluids for differentiation of meningitis in adults

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METABOLOMICS
卷 12, 期 8, 页码 -

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SPRINGER
DOI: 10.1007/s11306-016-1073-y

关键词

Meningitis; Cerebrospinal fluid; Serum; Urine; NMR spectroscopy; Metabolic profiling

资金

  1. Dr. Ram Manohar Lohia Institute of Medical Sciences [IEC 14/11]
  2. Council of Scientific and Industrial Research (RA) [09/916/(0077)/2013/EMR-I]

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Introduction Meningitis, a morbidly infectious central nervous system pathology is accompanied by acute inflammation of the meninges, causing raised intracranial pressure linked with serious neurological sequelae. Objective To observe the variation in the metabolic profile, that may occur in serum and urine along with CSF in adults using H-1 NMR spectroscopy, with an attempt of appropriate and timely treatment regimen. Methods The H-1 NMR-based metabolomics has been performed in 115 adult subjects for differentiating bacterial meningitis (BM) and tubercular meningitis (TBM). Results The discriminant function analysis (DFA) of the three bio-fluids collectively identified 3-hydroxyisovalerate, lactate, glucose, formate, valine, alanine, ketonic bodies, malonate and choline containing compounds (choline and GPC) as significant metabolites among cases versus control group. The differentiation of bacterial meningitis and tuberculous meningitis (BM vs. TBM) can be done on the basis of identification of 3-hydroxyisovalerate, isobutyrate and formate in case of CSF (with a correct classification of 78 %), alanine in serum (correct classification 60 %), valine and acetone in case of urine (correct classification 89.1 %). The NMR spectral bins based orthogonal signal correction principal component analysis score plots of significant metabolites obtained from DFA also provided group classification among cases versus control group in CSF, serum and urine samples. The variable importance in projection scores also identified similar significant metabolites as obtained from DFA, collectively in CSF, serum and urine samples, responsible for differentiation of meningitis. Conclusion The CSF contained metabolites which are formed during infection and inflammation, and these were also found in significant quantity in serum and urine samples.

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