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The computational workflow typically involved: Target structure analysis : Using crystallographic data and homology modeling to understand GLP-1 receptor binding sites Virtual compound screening : Computational assessment of thousands of candidate molecules Binding affinity prediction : Calculation of theoretical binding energies and interaction patterns Pharmacophore modeling : Identifying essential structural features for receptor activation Structure optimization : Iterative refinement based on computational predictions These computational approaches dramatically reduced the time and resources needed to identify promising candidates, allowing researchers to focus wet-lab validation efforts on molecules with the highest probability of success

Louis J

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New insights into nanomedicines for oral delivery of glucagon-like peptide-1 analogs

Ognard, Julien et al

It increases both insulin and glucagon secretion, while GLP1 increases insulin but decreases glucagon secretion