Fragment-based lead discovery
against RNA has been a theme on Practical Fragments for well over a
decade. Unfortunately, most of the resulting hits are either weak or non-druglike.
A paper published late last year in J. Am Chem. Soc. by Matthew Disney
and collaborators at the Scripps Research Institute in Florida provides a nice
counter example.
The researchers started by building
a new fragment library based on known RNA-binding molecules – a venerable
approach we first described back in 2009. The most common scaffolds differ
somewhat from the most common scaffolds found in drugs (see here), with pyrimidines,
triazoles, furans, and benzimidazoles over-represented. A set of 2500 fragments
mostly conforming to the rule of three was purchased from ChemDiv, and the
structures of all of them are helpfully provided in the supporting information.
Most fragment screening efforts
start with a target of interest, but here the researchers chose a “library-versus-library”
format, in which they screened all 2500 fragments against 5120 different RNAs. Each
RNA molecule consisted of an identical 40-nucleotide hairpin containing
randomized 3 x 2 or 3 x 3 internal nucleotide loops. Fragments were immobilized
onto an agarose-coated microarray and radiolabeled RNA was added. Interestingly,
only 19 fragments were found to bind the RNA. Competition experiments with
other RNA sequences and DNA reduced the number of specific binders down to three.
RNA sequencing experiments revealed that two of these fragments were fairly
promiscuous, each binding over 100 different RNAs, but compound 3 bound just 28
RNAs with the 3 x 2 internal loop and none with the 3 x 3 internal loop.
Having identified specific RNA sequences
bound by compound 3, the researchers searched human microRNAs (miRNAs) and
found that the pre-miR-372 contains a bulge predicted to bind. When this RNA is
processed it produces miR-372, which represses translation of the tumor suppressor
LATS2, thereby increasing cellular proliferation. Perhaps the binding of compound
3 to the pre-miRNA would impede its processing.
The affinity of compound 3 for
pre-miR-372 was measured to be 300 nM, giving it an impressively high ligand efficiency. In vitro experiments showed that the compound blocked processing by
the enzyme Dicer. The researchers conducted a series of cellular experiments
showing that compound 3 decreased levels of miR-372 and increased pre-miR-372m
while having no effect on 379 other miRNAs. Encouragingly, compound 3 also
increased levels of LATS2 mRNA and protein and decreased cell proliferation. Additional
experiments with siRNA, mutated versions of pre-miR-372, and cell lines with
lower levels of miR-372 all support the on-target mechanism.
This is a lovely paper, and compound
3 appears to be a good starting point for further optimization. However, the
work also suggests why finding lead-like RNA binders may be so difficult. In
the library-vs-library approach described, the researchers studied 12,800,000 different
molecular interactions and came up with just three (somewhat) specific binders. The
ligandability of RNA – or at least the small internal loops studied here –
appears to be low. To prospectively find hits against specific RNAs may require
much larger fragment libraries than are typically used. Perhaps this could be
an application for DNA-encoded fragment libraries, which we wrote about here.
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