1. NMR-based metabolomics of plasma from dairy calves infected with two primary causal agents of bovine respiratory disease (BRD).
- Author
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Santos-Rivera M, Fitzkee NC, Hill RA, Baird RE, Blair E, Thoresen M, Woolums AR, Meyer F, and Vance CK
- Subjects
- Animals, Cattle, Male, Magnetic Resonance Spectroscopy, Metabolomics, Plasma, Cattle Diseases, Respiratory Tract Diseases veterinary, Respiration Disorders, Mannheimia haemolytica, Respiratory Syncytial Virus Infections diagnosis, Respiratory Syncytial Virus Infections veterinary
- Abstract
Each year, bovine respiratory disease (BRD) results in significant economic loss in the cattle sector, and novel metabolic profiling for early diagnosis represents a promising tool for developing effective measures for disease management. Here,
1 H-nuclear magnetic resonance (1 H-NMR) spectra were used to characterize metabolites from blood plasma collected from male dairy calves (n = 10) intentionally infected with two of the main BRD causal agents, bovine respiratory syncytial virus (BRSV) and Mannheimia haemolytica (MH), to generate a well-defined metabolomic profile under controlled conditions. In response to infection, 46 metabolites (BRSV = 32, MH = 33) changed in concentration compared to the uninfected state. Fuel substrates and products exhibited a particularly strong effect, reflecting imbalances that occur during the immune response. Furthermore,1 H-NMR spectra from samples from the uninfected and infected stages were discriminated with an accuracy, sensitivity, and specificity ≥ 95% using chemometrics to model the changes associated with disease, suggesting that metabolic profiles can be used for further development, understanding, and validation of novel diagnostic tools., (© 2023. The Author(s).)- Published
- 2023
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