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De-risking drug discovery with predictive AI

Broad Institute

Still, more than 90 percent of drug candidates fail in clinical trials, with even more that never make it to the clinical stage. Many drugs fail because they simply aren’t safe. Seal began this work after wondering if more toxicology insights could be gleaned from a drug candidate’s chemical structure.

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Drug-induced long QT syndrome: Concept and non-clinical models for predicting the onset of drug-induced torsade de pointes in patients in compliance with ICH E14/S7B guidance [Minireview]

ASPET

ICH established S7B and E14 guidelines in 2005 to prevent drug-induced torsade de pointes (TdP), effectively preventing the development of high-risk drugs. However, those guidelines unfortunately hampered the development of some potentially valuable drug candidates despite not being proven to be proarrhythmic.

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FDA Releases Draft Guidance on Essential Drug Delivery Outputs

FDA Law Blog: Biosimilars

Lenz, Principal Medical Device Regulation Expert — For several years, FDA has requested that sponsors of drug or biologic led combination products identify essential performance requirements (EPRs) related to the device constituent in their applications. By Adrienne R. does not use this term.

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The Data-Driven Future of Drug Development

DrugBank

Data science has emerged as an innovative tool in the biopharmaceutical industry, leveraging the power of machine learning and artificial intelligence to drive innovation and efficiency across the entire drug development lifecycle.

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Developing the next generation of antibody drug conjugates

Drug Target Review

What are the primary methods used for bioconjugation in antibody drug-conjugate (ADC) development, and how do they influence the stability and efficacy of the resulting ADCs? Despite excellent pharmacokinetic and stable antibody-linker connections, such ADCs have yet to receive market approval.

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Why are Post-Approval Pregnancy Studies Post-Marking Requirements Rather Than Post-Marketing Commitments?

FDA Law Blog: Drug Discovery

A review of FDA’s Postmarketing Requirements and Commitments database reveals that one of the most common reasons FDA requires postmarketing studies is to assess the impact of a drug on maternal and fetal outcomes when taken by pregnant women. For many drugs, both a registry and an outcomes study are required.

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Major biotransformation routes of aficamten

Metabolite Tales Blog

Our paper pick this month and latest blog describes the routes of biotransformation of Cytokinetics’ aficamten, a drug mainly eliminated by metabolism [1,2]. It’s hypothesized that any parent drug might also be degraded in the intestine to M18. Drug Metabolism and Disposition April 1, 2020, 48 (4) 317-325; DOI: [link]. [5]