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In practice, Roche is likely integrating BioNeMo with its internal chemical databases, assay results, and high-throughput screening data to automate hypothesis generation
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After adding bacteriostatic water, allow the vial to sit undisturbed for 6090 seconds gentle swirling (not shaking) is acceptable only if powder remains undissolved after this period
In parallel, digital twin platforms that incorporate genomic, metabolic, and behavioral data are being developed to simulate individualized pharmacokinetics and support evidence-based therapy selection and adjustment [466, 467]
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