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Additionally, tree-based ML algorithms such as XGBoost, LightGBM, and AdaBoost have been used to classify T2D patients based on metabolite data, achieving high accuracy and sensitivity in distinguishing T2D from non-diabetic controls (161)

This paper thoroughly covers the origins, production, and metabolic pathways of TMAO, emphasizing its importance in the early detection and prognosis of human diseases in the Gut-Organ axis, as well as its mechanisms of influence on human diseases, particularly the cross-talk with cell death

Ela atua como uma 'transportadora', levando os cidos graxos para dentro das mitocndrias, as 'usinas de energia' das nossas clulas

Ding C, Gao D, Wilding J, Trayhurn P, Bing C