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Histological image analysis (IBA1, GFAP, anti-neutrophil elastase) was performed using automated image-analysis pipelines (Visiopharm, Halo) operating on coded slide IDs, providing de facto blinding for the primary IHC outcomes

This creates a clinical rationale for considering protein supplementation as part of a comprehensive nutritional strategy during semaglutide treatment

3 Automation increasingly matters in clinical diagnostics Clinical labs continue facing pressure from: staffing shortages reimbursement pressure rising testing volume demand for faster turnaround A more integrated testosterone testing solution may help laboratories reduce workflow fragmentation while supporting broader hormone testing panels in a routine automated setting

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