Research Article

Machine Learning Algorithms Identify Pathogen-Specific Biomarkers of Clinical and Metabolomic Characteristics in Septic Patients with Bacterial Infections

Table 2

Pathway analysis of the metabolites associated with sepsis at hospital admission.

valuesPathway impact

Aminoacyl-tRNA biosynthesis1.70-060.055
Nitrogen metabolism0.000340
Glycine, serine, and threonine metabolism0.00680.21
Arginine and proline metabolism0.00720.22
D-Glutamine and D-glutamate metabolism0.0130.35