Good things come in threes, and since
our last two posts have covered covalent fragments, we thought we’d continue
the theme with two more papers on the topic.
The first, in MedChemComm by György Keserű and
colleagues at the Hungarian Academy of Sciences, is actually a companion to
a paper we covered at the end of last year. The researchers were interested
in electrophilic heterocycles, and assembled a library of 84, of which 57 were
commercial and the rest were synthesized. In their previous paper, the
researchers focused on reactivity against proteins. This paper is focused more
on aqueous stability and intrinsic reactivity with glutathione, a biologically important thiol. The paper includes handy figures and tables summarizing
reactivity rate constants and half-lives (at pH 7.4). These should be useful
for selecting warheads that are sufficiently reactive as to be able to label
proteins, but not so reactive as to label many proteins nonselectively.
The researchers also did computational
studies to try to understand different trends in reactivity. And if you’re
interested in testing the compounds yourself, they note that the “library is
available for screening against relevant targets upon request from the authors.”
The second paper, by Philippe
Roche, Xavier Morelli, and collaborators at Aix-Marseille University, was
published in J. Chem. Inf. Model.
Last year we highlighted their diversity-oriented target-focused synthesis
(DOTS) approach, which combines virtual screening with automated synthesis to rapidly
generate new compounds for testing. They have now expanded this approach (called
CovaDOTS) to focus on covalent modifiers.
Conceptually, CovaDOTS is akin to
fragment linking, in which one of the “fragments” is the nucleophilic residue in
the target protein. The process starts with a known noncovalent ligand which is
computationally grown by attaching it to commercially available building blocks
that contain reactive warheads. These new molecules are then linked with the
side chain of an amino acid (cysteine and serine in the paper), and the assemblies
are docked against the protein to find molecules that fit well. Ultimately,
the best would be resynthesized and tested.
The researchers applied CovaDOTS to
three proteins for which covalent and non-covalent ligands had been previously
characterized crystallographically. In the case of two kinases, EGFR and ERK2,
the program performed well, with the “correct” (i.e., published) ligand observed in
the top 14% and 4.4% of hits. For the serine peptidase PREP, the published
ligand was the top hit of 303 molecules scored. In all three cases, the predicted
binding mode also closely resembled the experimentally determined structure.
One limitation of CovaDOTS is that,
as currently implemented, it considers only commercially available building blocks
that also “possess both a warhead and an activated function compatible with the
selected chemical reaction(s).” It would be interesting to combine the approach
with the “make-on-demand” molecules we discussed a few months ago. And of
course, it will be interesting to see real-world examples of how the program performs, in addition to these retrospective case studies.
This ends the June 2019 covalent fragment
trilogy, but I think it’s fair to say that covalent fragments have a bright
future. Look forward to many sequels!
1 comment:
Hopefully discussions on this topic can also continue in person. There is a 'Covalent Fragments' session at the CHI conference in Boston Sept. 17-18, 2019 https://www.discoveryontarget.com/Lead-Generation-Strategies that I produced. Dan Erlanson, Eranthie Weerapana, Alexander Statsyuk and Katrin Rittigner will be speakers. I plan to also program a focus on covalent fragments at CHI's FBDD conference (and/or the PPI conference track) in April 2020 (www.drugdiscoverychemistry.com) -- let me know if you have speakers or topics to recommend (and I will re-read Dan's blog more carefully). -- Anjani Shah, PhD, Senior Conference Director, Cambridge Healthtech Institute (ashah@healthtech.com).
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