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5.1.5 Future tools like AI/ML Machine learning enables large-scale analysis of gut microbes and prebiotic sources, allowing rational selection of substrates or synbiotic formulations based on genomic and metabolic predictions, without the need for preliminary in vitro tests

T., Arneric, M., Sperisen, P

Individual metabolic variation Genetics influence receptor density, receptor sensitivity, gut microbiome composition, metabolic rate, and fat distribution patterns, all of which affect how quickly any medication works

That goes for whether you're taking Ozempic, Wegovy, or compounded semaglutide

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