Back to 🔬 Lab-in-the-Loop at Compute Speed — Ian Quigley, Leash Bio, with Ian Quigley & RJ Honicky.
What Is a Magic Methyl in Drug Design?
Ian Quigley says a magic methyl is the medicinal-chemistry story that one tiny thorn on a molecule can make it work or make it fail, and he calls that story kind of mythical rather than a law.
He is describing an activity cliff: two things that look almost the same except for a small change that drives an outsized change in behavior, on the protein or on the small molecule. Chemists tell the magic-methyl version as one little thorn that is present or absent, with the molecule either working well or not working at all. If those cases are real, a model has a reason to care about very small edits. DNA-encoded libraries already contain some of that pattern, because two of three building blocks can stay similar across many examples while the behavior changes. A building block might be about 6 to 30 atoms if hydrogens are ignored, and two blocks can differ by a single atom, including a thorn that only moves.
Library design then splits two goals he says both matter. Coarse diversity helps find binders across proteins that are very different. Fine changes are there to teach subtle differences. The same tension, he says, exists on the protein side.
🔬 Lab-in-the-Loop at Compute Speed — Ian Quigley, Leash Bio ·