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At the proteolytic level, GLP-1 RAs may reduce muscle protease activity and modulate inflammatory pathways, thereby attenuating protein breakdown and contributing to muscle mass preservation [39, 84]

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Precision medicine approaches (genetics, omics, and machine-learning models) are promising but remain largely exploratory and require external validation and standardization prior to routine clinical implementation