Drug Target Review

SEPTEMBER 20, 2023

“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.

Drugs 105

Drugs Metabolic Stability Computational Chemistry Pharmaceuticals 105

Practical Cheminformatics

AUGUST 3, 2023

Most papers describing new methods for machine learning (ML) in drug discovery report some sort of benchmark comparing their algorithm and/or molecular representation with the current state of the art. I wrote more about the problems with this dataset in a Practical Cheminformatics post in 2018. We want to design drugs that are safe.

Drugs 93

Drugs Biochemical Assays Metabolic Stability Screening Hits 93

Metabolite Tales Blog

MAY 12, 2023

Breaking C-F bonds in drugs – metabolism mediated release of fluorine By Samuel Coe and Julia Shanu-Wilson Lenacapavir, recently approved for multi-drug resistant HIV-1 infection, contains 10 fluorine atoms. Increasingly used in drug design, some drug structures are now bristling with fluorine atoms.

Drugs 52

Drugs Small Molecule FDA Approval Metabolic Stability 52

Metabolite Tales Blog

APRIL 4, 2023

Metabolism of 2022 FDA approved small molecule drugs part 2 Mixing it Up By Julia Shanu-Wilson In Part 1 of this topic we looked at metabolism of the small molecule drugs approved by the FDA in 2022 that were mediated by CYP3A4.

Small Molecule 52

Small Molecule FDA Approval FDA Drugs 52

Metabolite Tales Blog

DECEMBER 13, 2023

N -glucuronidation: the human element By Julia Shanu-Wilson In our last blog of the year, we look at why N -glucuronidation of drugs is important in human drug metabolism. Glucuronidation is the most common phase II reaction observed in the metabolism of drugs in humans.

Small Molecule 59

Small Molecule Metabolic Stability Treatment Pharmacokinetics 59

Metabolite Tales Blog

MARCH 1, 2023

2 Figure 1 Not only does the carboxylic acid moiety of the infamous drug zomepirac undergo conjugation to an unstable acyl glucuronide, the pyrrole undergoes oxidative metabolism to an epoxide intermediate that can be trapped by glutathione (Figure 2). 2a Figure 2 Also reported are more complex “per-oxidative” oxidations.

Metabolic Stability 52

Metabolic Stability Drugs Pharmacokinetics Science 52