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Since l-carnitine alters the expression of glutamate dehydrogenase, which is involved in urea cycle, it seems likely that changes in BUN levels are independent from the effects of l-carnitine on kidney function but is caused by altered urea production in the liver

Next, interacting variables between standardized blood biomarker data and group status were computed (biomarker * group) and entered into a linear regression model to predict brain GSH

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The first red flag is visual