Not fragments versus DOS, fragments from DOS

A few months ago we highlighted a forum in Nature comparing fragment-based lead discovery with diversity-oriented synthesis, or DOS. This was quite a vigorous debate and was covered on our sister blog as well as In the Pipeline and second messenger. Personally I’ve never been a this or that kind of guy – more of a this and that – so it is refreshing to see a paper in this week’s issue of PNAS describing a DOS approach to building fragments.

Damian Young and colleagues at Harvard and the Broad Institute, ground zero for DOS, noted that many commercial fragments contain a sizable percentage of sp2 carbons: aromatic rings, for example. Because a larger number of aromatic rings correlates with lower solubility and higher attrition in lead development, the researchers focused on using DOS to generate fragments that would have a higher fraction of sp3 carbons at the expense of sp2 carbons. They used a “build/couple/pair” approach, in which chiral “building blocks” (in this case proline derivatives) were “coupled” to another building block and then functional groups were “paired” to generate bicyclic molecules. The result was about three dozen fragments.

So how do they look? Actually, not so bad. Superficially they all resemble one another, but because they contain up to three stereocenters they cover quite a bit of chemical space while still conforming to the rule of 3. Significantly, they are in fact more three-dimensional than commercially available fragments (from ZINC) having the same molecular formula or the same set of calculated physical properties (molecular weight, cLogP, number of hydrogen-bond donors and acceptors, etc.). The DOS fragments contain a larger fraction of methyl esters and carboxylic acids than I would want to see in a library overall, but this was intentional, and none of them are downright ugly.

Unfortunately the paper provides no screening data, so it is anyone’s guess whether any of the fragments will turn out to be active. Still, the approach is likely to probe new areas of chemical space. Hopefully some of the commercial purveyors of fragments will start making and selling these types of molecules.

Fragments in Nature

The most recent issue of Nature has a brief but trenchant summary of fragment-based screening (FBS) by Abbott’s Phil Hajduk, of SAR by NMR fame. This is the first half of a drug discovery forum comparing FBS with diversity-oriented synthesis, or DOS, covered by Warren Galloway and David Spring of the University of Cambridge.

Hajduk summarizes the advantages of FBS:

Fragment libraries are more diverse, synthetic resources are used more efficiently and the leads identified from FBS are more likely to yield drug candidates that have optimal physico-chemical properties.

He also points out that fragment-based approaches have led to a number of drugs in the clinic.

In the spirit of “vigorous debate,” Hajduk also takes aim at DOS. In comparison with fragment-based approaches, which start with small libraries of small fragments, DOS generally makes use of larger libraries of structurally diverse molecules which are usually drug-sized and are often inspired by natural products. However, Hajduk alleges that:

Most compounds in DOS libraries would be excluded from many corporate screening collections because of their poor physico-chemical properties.

I don’t know about “most”, but I will say that many DOS compounds look suspiciously like PAINS. Still, DOS does have at least one strength: FBS is generally limited to well-characterized systems with purified proteins, whereas DOS libraries can be used in complex phenotypic assays where the target may not be known. Whether these will ultimately yield new drugs remains to be seen.

What do you think?