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The evolution of AI in drug discovery: learning from history’s mistakes (Part 2)

Drug Target Review

Promising areas for AI implementation When discussing the most transformative AI applications in drug discovery, Sujeegar identifies a particularly ambitious goal: developing AI models that can simulate human pharmacokinetics and pharmacodynamics (PK/PD) using only preliminary laboratory data.

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New Alternative Methodologies and Their Applications in Drug Discovery and Development

biobide

Where possible, NAM s seek to avoid the use of animal testing or at least to reduce it. However, reports drawn up as recently as June 2023 still emphasize the necessity of animal testing at some point as we are still far from understanding and reproducing all the variables present in a whole organism in an in vitro or in silico model.

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The essential role of recombinant phage display antibody libraries

Drug Target Review

These assays may include pharmacokinetic (PK) assays, which provide information on the drug’s properties, and immunogenicity assays for the detection of anti-drug antibodies (ADA), which can lead to adverse events and reduced efficacy. FDA no longer needs to require animal tests before human drug trials [Internet].

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Analysis Life Sciences Thank You FDA finalizes new guidance on nonclinical assessment of potential immunotoxicity

Agency IQ

The guidance looks very different from the draft that was published in February 2020, including changes in the scope of the guidance, its sponsorship, and the removal of all mentions of nonhuman primates for animal testing. Nonclinical studies encompass much more than just animal studies.

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