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doi:10.1186/1471-2407-9-372 9

Prediction of GABA receptor antagonist-induced convulsion in cynomolgus monkeys by combining machine learning and heart rate variability analysis

A decrease in the fatty acid metabolite heptanoic acid was also observed, indicating an increased use of fatty acids as an alternative energy source, via -oxidation to acetyl-CoA and propionyl-CoA 85 .This use of fatty acids is further reinforced by elevated malonate levels in barren urchins, as malonate is converted to malonyl-CoA via the ATP-dependent enzyme acetyl-CoA carboxylase, the primary step in fatty acid synthesis 91

Additionally, glutathione helps regulate inflammatory responses within the liver, and insufficient levels have been linked to the progression from simple fatty liver to the more serious non-alcoholic steatohepatitis (NASH)

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In addition to Collins, Kalghatgi, and Spina, the research team included James C