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Evolving theories of the pathophysiology of major depression have implicated overactivation of inflammatory pathways, ill-defined changes in glutamate metabolism, and disconnection of cortical and subcortical components of a neural reward circuit

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It acts as a dual agonist at amylin receptors (AMY1R, AMY2R, AMY3R, formed by calcitonin receptor heterodimerized with RAMP1-3) and calcitonin receptors, with structural modifications (e.g., N-terminal fatty acid acylation, proline substitutions) preventing fibril formation, enhancing stability, and enabling once-weekly dosing via albumin binding for prolonged circulation

These algorithms analyze combinations of symptoms, visit patterns, medication prescriptions, and diagnostic codes to generate risk scores