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GLP-1 has also been shown to interact with androgens

generated lipid metabolite clusters corresponding to CT pathological findings (i.e., mass lesions, intraventricular hemorrhage, etc.), which revealed consistent downregulation of threonine, LPC (18:2 and 20:5), O-LPC (34:2, 34:3 and 36:3) and SM (40:1 and 40:2) in the presence of positive imaging findings

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Urinary changes may occur indirectly through improved blood glucose control reducing hyperglycemia-related excessive urination, increased fluid intake to manage gastrointestinal side effects, or concurrent use of other medications like SGLT2 inhibitors that do affect urination