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The complex sample preparation process poses higher requirements for bioanalytical laboratories, making such projects highly dependent on method reproducibility, operator proficiency and accumulated laboratory experience

ability to demonstrate data are fit for purpose Use Cases Example: compare two on-market GLP-1s in terms of reduction in liver fat percentage as revealed through CT scans Example: explore benefits of GLP-1 use on cardiac function as captured in ECG reports for individuals originally treated for obesity Example: demonstrate the quality of weight loss from GLP-1 use by quantifying any changes in muscle composition as revealed via CTs Example: pair unstructured data sources with large quantities of phenotypic labels to develop algorithms that increase diagnosis of relevant conditions and match patients to a specific treatment Example: explore the journey of patients who are prescribed a GLP-1 for obesity both prior to and following treatment initiation

per-protocol HR 0.47

In biochemical and preclinical research systems, GLP-RT Rinteracts with three class B G protein-coupled receptors that regulate metabolic signaling networks: GLP-1R, GIPR, and GCGR

One of the biggest factors is insulin resistance, a key symptom of PCOS