TY - JOUR
T1 - Global metabolic responses of NMRI mice to an experimental plasmodium berghei infection
AU - Li, Jia V.
AU - Wang, Yulan
AU - Saric, Jasmina
AU - Nicholson, Jeremy K.
AU - Dirnhofer, Stephan
AU - Singer, Burton H.
AU - Tanner, Marcel
AU - Wittlin, Sergio
AU - Holmes, Elaine
AU - Utzinger, Jürg
PY - 2008/9
Y1 - 2008/9
N2 - We present a metabolism-driven top-down systems biology approach to characterize metabolic changes in the mouse resulting from an infection with Plasmodium berghei, using high-resolution 1H NMR spectroscopy and multivariate data analysis techniques. Twelve female NMRI mice were infected intravenously with ∼20 million P. berghei/-parasitized erythrocytes. Urine and plasma samples were collected 4-6 h before infection, and at days 1, 2,3, and 4 postinfection. Multivariate analysis of spectral data showed differentiation between samples collected before and after infection, with growing metabolic distinction as the time postinfection progressed. Our analysis of plasma from P. berghei-infected mice showed marked increases in lactate and pyruvate levels, and decreased glucose, creatine, and glycerophosphoryl choline compared with preinfection, indicating glycolytic upregulation, and increased energy demand due to P. berghei infection. The dominant changes in the urinary metabolite profiles included increased levels of pipecolic acid, phenylacetylglycine, and dimethylamine, and decreased concentrations of taurine and trimethylamine-N-oxide, which may, among other factors, indicate a disturbance of the gut microbial community caused by the parasite. Although several of the observed metabolic changes are also associated with other parasitic infections, the combination of metabolic changes and, in particular, the occurrence of pipecolic acid in mouse urine postinfection are unique to a P. berghei infection. Hence, metabolic profiling may provide a sensitive diagnostic tool of Plasmodium infection and the control of malaria more generally.
AB - We present a metabolism-driven top-down systems biology approach to characterize metabolic changes in the mouse resulting from an infection with Plasmodium berghei, using high-resolution 1H NMR spectroscopy and multivariate data analysis techniques. Twelve female NMRI mice were infected intravenously with ∼20 million P. berghei/-parasitized erythrocytes. Urine and plasma samples were collected 4-6 h before infection, and at days 1, 2,3, and 4 postinfection. Multivariate analysis of spectral data showed differentiation between samples collected before and after infection, with growing metabolic distinction as the time postinfection progressed. Our analysis of plasma from P. berghei-infected mice showed marked increases in lactate and pyruvate levels, and decreased glucose, creatine, and glycerophosphoryl choline compared with preinfection, indicating glycolytic upregulation, and increased energy demand due to P. berghei infection. The dominant changes in the urinary metabolite profiles included increased levels of pipecolic acid, phenylacetylglycine, and dimethylamine, and decreased concentrations of taurine and trimethylamine-N-oxide, which may, among other factors, indicate a disturbance of the gut microbial community caused by the parasite. Although several of the observed metabolic changes are also associated with other parasitic infections, the combination of metabolic changes and, in particular, the occurrence of pipecolic acid in mouse urine postinfection are unique to a P. berghei infection. Hence, metabolic profiling may provide a sensitive diagnostic tool of Plasmodium infection and the control of malaria more generally.
KW - h nmr spectroscopy
KW - Malaria
KW - Metabolomics
KW - Metabonomics
KW - Mouse
KW - Multivariate data analysis
KW - Plasma
KW - Plasmodium berghei
KW - Urine
UR - http://www.scopus.com/inward/record.url?scp=55249099594&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=55249099594&partnerID=8YFLogxK
U2 - 10.1021/pr800209d
DO - 10.1021/pr800209d
M3 - Article
C2 - 18646786
AN - SCOPUS:55249099594
SN - 1535-3893
VL - 7
SP - 3948
EP - 3956
JO - Journal of Proteome Research
JF - Journal of Proteome Research
IS - 9
ER -