Random forest analysis of the plasma metabolome.
Abstract
<p>The mean decrease in accuracy from the random forest analysis was used to rank metabolites according to their prognostic importance for fatigue status. The 15 most important metabolites among three groups (control, food-restricted, and fatigued) or two groups (fatigued and a combined control and food-restricted group) are shown in A and B, respectively.</p- Image
- Figure
- Biological Sciences
- Fatigue Identified
- urea cycle
- 48 metabolites
- fatigue loading
- Rat Model
- weight reduction
- 2.2 cm
- Plasma Metabolome Analysis
- fatigue pathophysiology
- citrate cycle
- component analysis
- plasma metabolomic analysis
- acid metabolism
- Nitric oxide
- plasma metabolome
- atp
- animal group
- 5 days
- plasma levels
- oxidative stress
- multivariate analyses
- Energy metabolism
- Potential Biomarkers
- proline metabolism
- plasma metabolites
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oai:figshare.com:artic...Last time updated on 2/12/2018This paper was published in FigShare.
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