Title : Recognition of early and late stages of bladder cancer using metabolites and machine learning.

Pub. Date : 2019 Jun 20

PMID : 31222577






1 Functional Relationships(s)
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1 The central metabolite impacting the most cancerogenic genes (AKT, EGFR, MAPK3) in early stage is D-glucose, while late-stage BCa is characterized by significant fold changes in several metabolites: glycerol, choline, 13(S)-hydroxyoctadecadienoic acid, 2"-fucosyllactose. Glucose AKT serine/threonine kinase 1 Homo sapiens