Protein-detected NMR was the
first practical approach for finding fragments, and as we noted last week some
still consider it the gold standard. As commonly practiced, it requires isotopically
labeled protein: at a minimum 15N and sometimes 13C and even
deuterium. Making large amounts of labeled protein can be both expensive and
difficult. A new ACS Med. Chem. Lett. paper by Andrew Petros and
collaborators at AbbVie describes a new approach that avoids this requirement. The method, called 1D-ECHOS, combines
two previously described techniques.
The first technique addresses the fact that fragment screens typically use much higher ligand
concentrations than protein concentrations, and thus the proton signals
coming from the ligand can overwhelm those coming from the protein. “1D-diffusion
filtered NMR” essentially removes signals coming from small molecules to focus
on the protein.
When a ligand binds to a protein,
the chemical shifts of nearby residues on the protein change, and these peak
shifts are most easily observed in two-dimensional (2D) NMR spectra, where each
dimension typically corresponds to the signal from a different nucleus, such as
1H or 15N. Without isotopic labeling, only protons can
be observed, and only in one dimension, so the resulting spectra look like mountain
ranges, with overlapping peaks. To facilitate comparison between the two samples (protein with or without
ligand), the researchers use a second technique, called Easy Comparison of Higher
Order Structure (ECHOS). This allows differences to be expressed as a single “R-score”,
where larger numbers indicate more deviation between the two spectra.
So, how well does it work? The
researchers started by examining a set of 13 hits from a DNA-encoded library
against an unnamed 36 kDa protein. Four of these had previously been confirmed to
bind using 2D-NMR, and all of these had positive R-scores, while the
non-binders had R-scores close to zero. The approach was also faster than a
standard HSQC with labeled protein, requiring just 10 minutes rather than 35
minutes.
As the researchers note, DEL hits
are typically larger and more potent than fragment hits, so they next turned to
11 confirmed MCL-1 binders from a fragment screen we wrote about here. These
were tested at 62.5 µM, and the R-scores roughly correlated with their previously
measured affinities, which ranged from 20 µM to 500 µM.
To try to get more quantitative information,
the researchers performed dose-response experiments and plotted the R-score as
a function of ligand concentration. This allowed them to extract dissociation constants,
which were in good agreement with the known values. For ligands containing
tert-butyl groups the 1D-diffusion filter was not fully capable of masking the signal,
but this peak could be manually removed from the analysis. The researchers also
applied the approach to two additional targets, BRD4 BDII and TNFα, and found good agreement
with known ligand affinities. Of course, unlike 2D NMR, 1D-ECHOS does not
provide information on where the fragments bind.
1D-ECHOS appears to be a
practical approach for validating and characterizing fragment binding, but I’m
no NMR spectroscopist, so I’ll be interested to hear what experts think.
1 comment:
This is very interesting. As a primary hit followup it would seem to have the advantage of also being useful in the detection of non-specific precipitants. I wonder how this NMR technique fares with proteins that are conformationally dynamic and/or proteins that possess disordered elements.
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