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Breaking C-F bonds in drugs

Metabolite Tales Blog

This was surprising given that replacement of a phenyl with a pyrimidine and fluorination of aryl or heteroaryl rings are techniques often used to increase metabolic stability. Journal of Medicinal Chemistry 2018 61 (23), 10700-10708, [link] [13] Chemical Aspects of Human and Environmental Overload with Fluorine. Elizabeth A.

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How the AI revolution can accelerate early drug discovery

Drug Target Review

“AI will not replace drug discovery scientists, but drug discovery scientists who use AI will replace those who don’t” – comment during EFMC meeting 2018 Progressing a drug molecule from concept to commercialisation typically takes 10-15 years and has high associated costs of up to $2 billion per launched drug, if all failures are factored in.

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N-glucuronidation: the human element

Metabolite Tales Blog

To curb glucuronidation at that position a gem-dimethyl group was incorporated which not only boosted metabolic stability, but also resulted in increased potency of the final lead compound. Figure 4: Optimisation of an IDO1 inhibitor incorporating installation of a gem-dimethyl group to control glucuronidation of a key hydroxyl group.

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Metabolism of five membered nitrogen containing heterocycles

Metabolite Tales Blog

Bicyclic structures containing five membered rings such as indoles, consisting of a six-membered benzene ring fused to a five-membered pyrrole ring, are also increasingly relevant as growing research fields such as psychedelics make use of these scaffolds, often found in natural products. 2018, 61, 5, 2041–205 [link] 9 ACS Chem.

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We Need Better Benchmarks for Machine Learning in Drug Discovery

Practical Cheminformatics

I wrote more about the problems with this dataset in a Practical Cheminformatics post in 2018. Initially, I would recommend aqueous solubility, membrane permeability, in vitro metabolic stability, and biochemical assays. I have a few ideas. Focus benchmarking efforts on simple, robust, relevant, clearly defined endpoints.

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