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For researchers, this kind of transparency is essential

When to Consider Testing Testing may be useful: Before starting a GLP-1 medicine After a meaningful treatment change When diabetes goals are not being met When persistent gastrointestinal symptoms develop When food or fluid intake has significantly decreased When kidney or liver risk is already present When a prior result was abnormal When a healthcare provider recommends follow-up Testing frequency should be based on individual risk rather than an automatic monthly or quarterly panel for everyone

Abd-Ella, E.H

These proportions remained consistent across subgroups stratified by age, sex, and degree of weight loss