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Think of peptides as your body's text messages short chains of amino acids firing off instructions to your cells: repair this, recover here, burn that, sleep now

4 Discussion The development of computational models capable of predicting peptide activity across multiple G-protein coupled receptors represents a critical advancement for metabolic disease therapeutics ( Graph Attention Networks were selected for this task based on their demonstrated capability to capture complex relational dependencies within molecular structures ( The GAT model demonstrated robust predictive performance across all three target receptors in cross-validation experiments

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Aslan , Kurt AA