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Mechanistic Compatibility Matrix Compatible combinations Different biological lanes: Appetite regulation + peripheral lipolysis Metabolic regulation + tissue repair Weight loss therapy + muscle preservation strategy Potentially redundant combinations Same biological pathway: GLP-1 + GLP-1 mimetic Multiple fat-loss peptides targeting identical signaling Multiple GH secretagogues Redundant stacks increase risk without improving outcomes

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Rosenfeld RG, Hwa V, Wilson E et al (2000) The insulin-like growth factor-binding protein superfamily

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