article thumbnail

Biophysics

Sygnature Discovery

From hit finding and target engagement studies, to the characterisation of kinetic properties for late-stage candidate molecules, we believe that a biophysical approach complements other assays to deliver a fuller picture of binding behaviour to produce more effective therapeutics.

article thumbnail

Target-directed cancer: protein-ligand interactions  

Drug Target Review

So that is a wide range of techniques to look at the protein-ligand interactions, all with the aim to guide the optimisation of our first screening hits to potent inhibitors that hopefully are cell-active at some point.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

We Need Better Benchmarks for Machine Learning in Drug Discovery

Practical Cheminformatics

Most pharmaceutical compounds tend to have solubilities somewhere between 1 and 500 µM. It is quite a bit more potent than the values one finds with screening hits, which typically have IC50s in the single to double-digit µM range. Many have suggested that pharmaceutical companies should open more of their data to the community.

Drugs 84
article thumbnail

A PAINful itch

Molecular Design

The distinction between Type 1 and and Type 2 behaviors is an important and useful one to make from the perspective of drug discovery scientists who are making decisions as to which screening hits to take forward.