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Investigators used the TriNetX multi-institutional database to identify patients based on ICD-10 codes

Comparison of Clinical Outcomes and Adverse Events Associated With Glucose-Lowering Drugs in Patients With Type 2 Diabetes: A Meta-analysis

Biology of Incretins: GLP-1 and GIP

Understanding the Distinction There are two separate clinical scenarios that coders often confuse: Scenario A: Steroid-induced hyperglycemia (not yet diabetes) The patient has elevated blood sugar in response to steroids, but the physician has not documented a formal diabetes diagnosis

In addition, our approach is constrained by the limited number of genetic proxies available to GLP-1RAs, which would preclude further sensitivity analyses for horizontal pleiotropy [39]