Figure 3 | Scientific Reports

Figure 3

From: Multinomial machine learning identifies independent biomarkers by integrated metabolic analysis of acute coronary syndrome

Figure 3

Altered metabolites and metabolic pathways as ACS progresses. (a,c) K-means clustering of the 15 serum and 13 urine metabolic signatures during HC, UA, and AMI. Different changing trends and major pathways of serum or urine metabolites are summarized in cluster 1–4. (b,d) Metabolic pathways undergo significant changes during HC, UA, and AMI in serum and urine.

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