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Dyno's platform uses machine learning to design AAV capsids, the protein shells that deliver gene therapies into cells. Models are trained on billions of in vivo measurements, including non-human-primate data, to predict and optimize capsids for tissue targeting, evasion of pre-existing immunity, liver detargeting, cross-species translatability, and manufacturability. Rather than developing its own drugs to commercialization, Dyno designs proprietary capsids and licenses them to pharmaceutical partners who pair the improved delivery vectors with their own therapeutic gene payloads.
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