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UHPLC-Q-TOF/MS based plasma metabolomics reveals the metabolic perturbations by manganese exposure in rat models
Hui Wang1, Zhiqi Liu2, Shengyi Wang3
1College of Veterinary Medicine, Northwest A & F University, Yangling 712100, China. zyh19620207@163.com and Lanzhou Institute of Husbandry and Pharmaceutical Sciences of Chinese Academy of Agricultural Sciences, Lanzhou 730050, China.
Abstract:
Although manganese (Mn) is an essential metal ion biological cofactor, high concentrations could potentially induce an accumulation in the brain and lead to manganism. However, there is no "gold standard" for manganism assessment due to a lack of objective biomarkers. We hypothesized that Mn-induced alterations are associated with metabolic responses to manganism. Here we use an untargeted metabolomics approach by performing ultra-high performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS) on control and Mn-treated rat plasma, to identify metabolic disruptions under high Mn exposure conditions. Sprague-Dawley rats had access to deionized drinking water that was either Mn-free or contained 200 mg Mn per L for 5 weeks. Mn-exposure significantly increased liver Mn concentration in comparison with the control, and also resulted in extensive necrosis and dissolved nuclei, which suggested liver damage from hepatic histopathology. Principal component analysis readily distinguished the metabolomes between the control group and the Mn-treated group. Using multivariate and univariate analysis, Mn significantly altered the concentrations of 36 metabolites (12 metabolites showed a remarkable increase in number and 24 metabolites reduced significantly in concentration) in the plasma of the Mn-treated group. Major alterations were observed for purine metabolism, amino acid metabolism and fatty acid metabolism. These data provide metabolic evidence and putative biomarkers for the Mn-induced alterations in plasma metabolism. The targets of these metabolites have the potential to improve our understanding of cell-level Mn trafficking and homeostatic mechanisms.
Insights
High manganese (Mn) exposure in rats caused significant liver damage and altered 36 plasma metabolites, including those in purine, amino acid, and fatty acid metabolism, suggesting potential biomarkers for manganism.
Area of Science:
- Biochemistry
- Toxicology
- Metabolomics
Background:
- Manganese (Mn) is essential but toxic at high concentrations, potentially causing manganism.
- Lack of objective biomarkers hinders manganism assessment.
- Metabolic alterations may indicate Mn-induced toxicity.
Purpose of the Study:
- To investigate Mn-induced metabolic disruptions in rat plasma using metabolomics.
- To identify potential plasma biomarkers for manganism.
Main Methods:
- Untargeted metabolomics using ultra-high performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS).
- Analysis of plasma from Sprague-Dawley rats exposed to manganese (200 mg/L) or control water for 5 weeks.
- Multivariate and univariate statistical analyses to identify altered metabolites.
Main Results:
- Manganese exposure increased liver Mn concentration and caused hepatic histopathology (necrosis).
- Principal component analysis clearly distinguished metabolomes between control and Mn-treated groups.
- 36 plasma metabolites were significantly altered, with major changes in purine, amino acid, and fatty acid metabolism.
Conclusions:
- Metabolomic analysis reveals significant plasma metabolic alterations due to manganese exposure.
- Identified altered metabolites may serve as potential biomarkers for manganism.
- Findings contribute to understanding Mn trafficking and homeostasis mechanisms.
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