title: Panorganismal metabolic response modeling of an experimental Echinostoma caproni infection in the mouse.
abstract: Metabolic profiling of host tissues and biofluids during parasitic infections can reveal new biomarker information and aid the elucidation of mechanisms of disease. The multicompartmental metabolic effects of an experimental Echinostoma caproni infection have been characterized in 12 outbred female mice infected orally with 30 E. caproni metacercariae each, using a further 12 uninfected animals as a control group. Mice were killed 36 days postinfection and brain, intestine (colon, ileum, jejeunum), kidney, liver, and spleen were removed. Metabolic profiles of tissue samples were measured using high-resolution magic angle spinning (1)H NMR spectroscopy and biofluids measured by applying conventional (1)H NMR spectroscopy. Spectral data were analyzed via principal component analysis, partial least-squares-derived methods and hierarchical projection analyses. Infection-induced metabolic changes in the tissues were correlated with altered metabolite concentrations in the biofluids (urine, plasma, fecal water) using hierarchical modeling and correlation analyses. Metabolic descriptors of infection were identified in liver, renal cortex, intestinal tissues but not in spleen, brain or renal medulla. The main physiological change observed in the mouse was malabsorption in the small intestine, which was evidenced by decreased levels of various amino acids in the ileum, for example, alanine, taurine, glutamine, and branched chain amino acids. Furthermore, altered gut microbial activity or composition was reflected by increased levels of trimethylamine in the colon. Our modeling approach facilitated in-depth appraisal of the covariation of the metabolic profiles of different biological matrices and found that urine and plasma most closely reflected changes in ileal compartments. In conclusion, an E. caproni infection not only results in direct localized (ileum and jejenum) effects, but also causes remote metabolic changes (colon and several peripheral organs), and therefore describes the panorganismal metabolic response of the infection.
authors.affiliation: Department of Public Health and Epidemiology, Swiss Tropical Institute, Basel, Switzerland.
authors.forename: Jasmina
authors.initials: J
authors.lastname: Saric
authors.forename: Jia V
authors.initials: JV
authors.lastname: Li
authors.forename: Yulan
authors.initials: Y
authors.lastname: Wang
authors.forename: Jennifer
authors.initials: J
authors.lastname: Keiser
authors.forename: Kirill
authors.initials: K
authors.lastname: Veselkov
authors.forename: Stephan
authors.initials: S
authors.lastname: Dirnhofer
authors.forename: Ivan K S
authors.initials: IK
authors.lastname: Yap
authors.forename: Jeremy K
authors.initials: JK
authors.lastname: Nicholson
authors.forename: Elaine
authors.initials: E
authors.lastname: Holmes
authors.forename: Jürg
authors.initials: J
authors.lastname: Utzinger
mesh_terms: D000818:Animals; D001826:Body Fluids / Q000737:chemistry; D016000:Cluster Analysis; D004195:Disease Models, Animal; D004449:Echinostoma / Q000378:metabolism*; D004451:Echinostomiasis / Q000378:metabolism* / Q000469:parasitology; D005260:Female; D006790:Host-Parasite Interactions; D007420:Intestine, Large / Q000378:metabolism; D007421:Intestine, Small / Q000378:metabolism; D007668:Kidney / Q000378:metabolism; D016018:Least-Squares Analysis; D008099:Liver / Q000378:metabolism; D051379:Mice; D019906:Nuclear Magnetic Resonance, Biomolecular; D025341:Principal Component Analysis; D013154:Spleen / Q000378:metabolism