1H nuclear magnetic resonance (NMR) metabolomic study of chronic organophosphate exposure in rats

Todd M. Alam, Muniasamy Neerathilingam, M. Kathleen Alam, David E. Volk, Ghulam Ansari, Swapna Sarkar, Bruce A. Luxon

Research output: Contribution to journalArticle

10 Citations (Scopus)

Abstract

1H NMR spectroscopy and chemometric analysis were used to characterize rat urine obtained after chronic exposure to either tributyl phosphate (TBP) or triphenyl phosphate (TPP). In this study, the daily dose exposure was 1.5 mg/kg body weight for TBP, or 2.0 mg/kg body weight for TPP, administered over a 15-week period. Orthogonal signal correction (OSC) -filtered partial least square discriminant analysis (OSC-PLSDA) was used to predict and classify exposure to these organophosphates. During the development of the model, the classification error was evaluated as a function of the number of latent variables. NMR spectral regions and corresponding metabolites important for determination of exposure type were identified using variable importance in projection (VIP) coefficients obtained from the OSC-PLSDA analysis. As expected, the model for classification of chronic (1.5-2.0 mg/kg body weight daily) TBP or TPP exposure was not as strong as the previously reported model developed for identifying acute (15-20 mg/kg body weight) exposure. The set of majorly impacted metabolites identified for chronic TBP or TPP exposure was slightly different than those metabolites previously identified for acute exposure. These metabolites were then mapped to different metabolite pathways and ranked, allowing the metabolic response to chronic organophosphate exposure to be addressed.

Original languageEnglish (US)
Pages (from-to)479-495
Number of pages17
JournalMetabolites
Volume2
Issue number3
DOIs
StatePublished - Jul 24 2012

Fingerprint

Metabolomics
Organophosphates
Metabolites
Rats
Magnetic Resonance Spectroscopy
Body Weight
Nuclear magnetic resonance
Discriminant Analysis
Least-Squares Analysis
Discriminant analysis
Nuclear magnetic resonance spectroscopy
Urine
tributyl phosphate
triphenyl phosphate

Keywords

  • Chemometrics
  • Metabolomics
  • NMR
  • Tributyl phosphate
  • Triphenyl phosphate

ASJC Scopus subject areas

  • Endocrinology, Diabetes and Metabolism
  • Biochemistry
  • Molecular Biology

Cite this

Alam, T. M., Neerathilingam, M., Alam, M. K., Volk, D. E., Ansari, G., Sarkar, S., & Luxon, B. A. (2012). 1H nuclear magnetic resonance (NMR) metabolomic study of chronic organophosphate exposure in rats. Metabolites, 2(3), 479-495. https://doi.org/10.3390/metabo2030479

1H nuclear magnetic resonance (NMR) metabolomic study of chronic organophosphate exposure in rats. / Alam, Todd M.; Neerathilingam, Muniasamy; Alam, M. Kathleen; Volk, David E.; Ansari, Ghulam; Sarkar, Swapna; Luxon, Bruce A.

In: Metabolites, Vol. 2, No. 3, 24.07.2012, p. 479-495.

Research output: Contribution to journalArticle

Alam, TM, Neerathilingam, M, Alam, MK, Volk, DE, Ansari, G, Sarkar, S & Luxon, BA 2012, '1H nuclear magnetic resonance (NMR) metabolomic study of chronic organophosphate exposure in rats', Metabolites, vol. 2, no. 3, pp. 479-495. https://doi.org/10.3390/metabo2030479
Alam, Todd M. ; Neerathilingam, Muniasamy ; Alam, M. Kathleen ; Volk, David E. ; Ansari, Ghulam ; Sarkar, Swapna ; Luxon, Bruce A. / 1H nuclear magnetic resonance (NMR) metabolomic study of chronic organophosphate exposure in rats. In: Metabolites. 2012 ; Vol. 2, No. 3. pp. 479-495.
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