Practical Fragments
has tried to publicize the dangers of pan-assay interference compounds, or
PAINS. These compounds show up as nuisance hits in lots of assays. So what are we to
make of a new paper in Curr. Opin.
Microbiol. by Pooja Gopal and Thomas Dick, both at the National University
of Singapore, entitled “Reactive dirty fragments: implications for tuberculosis
drug discovery”?
As
the researchers point out, several approved anti-tuberculosis drugs are
fragment-sized and hit multiple targets; they are “dirty drugs”. For example,
isoniazid (MW 137, 10 heavy atoms), is an acylhydrazide that is metabolically
activated and forms an adduct with an essential cofactor, causing havoc to the
pathogen. Ethionamide (MW 166, 11 heavy atoms), a thioamide, works similarly.
The fact that these molecules are so small probably allows them easier passage
through the microbe’s rather impermeable cell membrane, and the fact that they
hit multiple targets may make it more difficult for the organism to develop resistance.
The researchers conclude:
The success of small dirty drugs and prodrugs suggests that fragment-based whole cell screens should be re-introduced in our current antimycobacterial drug discovery efforts.
While
it is true that many antimicrobials do have reactive warheads, and it is also
true that there is a huge need for new antibiotics, I worry about this
approach. Not only is there an increased risk of toxicity (isoniazid in
particular has a long list of nasty side effects), it can be very hard to
determine the mechanism of action for these molecules, complicating
optimization and development. As evidence, look no further than pyrazinamide
(MW 123, 9 heavy atoms). Despite being used clinically for more than 60 years,
the mechanism remains uncertain.
Fragment-based
lead discovery is typically more mechanistic: find an ideal
molecule for a given target. Indeed, much of modern drug discovery takes this view.
Gopal and Dick propose a return to a more phenomenological, black-box approach.
This may have value in certain cases, but at the risk of murky or – worse – misleading mechanisms.
If
you do decide to put PAINS into your
library, you might want to read a new paper in Bioorg. Med. Chem. by Kim Janda and collaborators at Scripps and
Takeda. They were interested in inhibitors of the botunlinum neurotoxin
serotype A (BoNT/A), which causes botulism.
Since
BoNT/A contains an active-site cysteine, the researchers decided to pursue
covalent inhibitors, and the warheads they chose, benzoquinones and
napthoquinones, are about as PAINful as they get. However, in contrast to other groups, they went into this project with their eyes wide open to the issue of
selectivity and examined the reactivity of their molecules towards glutathione.
Reaction with this low molecular weight thiol suggests that a compound is not
selective for the protein. Not surprisingly, selectivity was generally low,
though a few molecules showed some bias toward the protein.
The
researchers also tried building off the benzoquinone moiety to target a nearby
zinc atom, and although they were able to get low micromolar inhibitors, these
no longer reacted with the cysteine; apparently when the ligand binds to zinc,
the protein shifts conformation such that the cysteine residue is no longer
accessible.
To
return to the premise of Gopal and Dick, there can be a therapeutic role for dirty molecules. The fact that dimethyl fumarate is a highly effective blockbuster drug for
multiple sclerosis calls for a certain degree of humility. However, if you do
decide to pursue PAINS, you should do so in full awareness that your road to a
drug – not to mention a mechanism – will likely be much longer and more
difficult.
2 comments:
I also think the past is not prologue. Just because there are drugs on the market that were approved 50,60 years ago does not mean they would be approved today. Here is an interesting take on whether isoniazid would be approved or not: http://www.fda.gov/downloads/Drugs/ScienceResearch/.../ucm076755.pdf
I read with interest this article guys and I agree with you that we should be cautious using this approach. But I'm happy to see this could be applied to fragments too. I worked on the so called TCIs (targeted covalent inhibitors)in a project on a kinase target at Cellzome (now GSK) looking for reactivity vs glutatione and it worked beautifully, obtaining potent and selective compounds. For people interested I suggest to read this article: NATURE REVIEWS DRUG DISCOVERY, 2011, 10, 307-317
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