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While bloodwork is not required, many patients and providers find that certain tests provide useful information for tracking progress and catching potential issues early

MILES ( commenced October 2014 and was conducted on 14 elderly participants with impaired glucose tolerance to determine whether metformin (1700 mg/day) can cause physiological and transcriptomic changes in muscle and adipose tissues after 6 weeks of treatment and also to determine which pathways are affected by metformin and outline possible molecular intermediates involved in metformins mechanism of action (79)

This is suggestive but not demonstrative that GIPR agonism reduces the GI AE incidence associated with GLP-1R agonism

Evaluation and management of adult hypoglycemic disorders: an Endocrine Society Clinical Practice Guideline