scholarly journals Structure-based screening of binding affinities via small-angle X-ray scattering

2019 ◽  
Author(s):  
P. Chen ◽  
P. Masiewicz ◽  
K. Perez ◽  
J. Hennig

ABSTRACTProtein-protein and protein-ligand interactions can alter the scattering properties of participating molecules, and thus be quantified by solution small-angle X-ray scattering (SAXS). In such cases, scattering reveals structural details of the bound complex, number of species involved, and in principle strength of the interaction. However, determining binding affinities from SAXS-based titrations is not yet an established procedure with well-defined performance expectations. We thus used periplasmic binding proteins and in particular histidine-binding protein as a standard reference, then examined precision and accuracy of affinity prediction at multiple concentrations and exposure times. By analyzing several structural and comparative scattering metrics, we found that the volatility of ratio between titrated scattering curves and a common reference most reliably quantifies ligand-triggered changes. This ratio permits the determination of affinities at low signal-to-noise ratios and without pre-determining the complex scattering, demonstrating that SAXS-based ligand screening is a promising alternative biophysical method for drug discovery pipelines.SIGNIFICANCESolution X-ray scattering can be used to screen a set of biomolecular interactions, which yields quantitative information on both structural changes and dissociation constants between binding partners. However, no common benchmarks yet exist for the application of SAXS within drug discovery workflows. Thus, investigations into its performance limitations are currently needed to make SAXS a reliable source for high-throughput screening. This study establishes a generalizable protocol based on protein-ligand interactions, and demonstrates its reproducibility across several beamline setups. In the simplest case, the micromolar binding affinities can be determined directly from measured intensities without knowledge of the molecular structure, with material consumption that is competitive with other biophysical screening techniques.

IUCrJ ◽  
2020 ◽  
Vol 7 (4) ◽  
pp. 644-655
Author(s):  
Po-chia Chen ◽  
Pawel Masiewicz ◽  
Kathryn Perez ◽  
Janosch Hennig

Protein–protein and protein–ligand interactions often involve conformational changes or structural rearrangements that can be quantified by solution small-angle X-ray scattering (SAXS). These scattering intensity measurements reveal structural details of the bound complex, the number of species involved and, additionally, the strength of interactions if carried out as a titration. Although a core part of structural biology workflows, SAXS-based titrations are not commonly used in drug discovery contexts. This is because prior knowledge of expected sample requirements, throughput and prediction accuracy is needed to develop reliable ligand screens. This study presents the use of the histidine-binding protein (26 kDa) and other periplasmic binding proteins to benchmark ligand screen performance. Sample concentrations and exposure times were varied across multiple screening trials at four beamlines to investigate the accuracy and precision of affinity prediction. The volatility ratio between titrated scattering curves and a common apo reference is found to most reliably capture the extent of structural and population changes. This obviates the need to explicitly model scattering intensities of bound complexes, which can be strongly ligand-dependent. Where the dissociation constant is within 102 of the protein concentration and the total exposure times exceed 20 s, the titration protocol presented at 0.5 mg ml−1 yields affinities comparable to isothermal titration calorimetry measurements. Estimated throughput ranges between 20 and 100 ligand titrations per day at current synchrotron beamlines, with the limiting step imposed by sample handling and cleaning procedures.


FEBS Journal ◽  
2014 ◽  
Vol 281 (8) ◽  
pp. 1974-1987 ◽  
Author(s):  
Anne T. Tuukkanen ◽  
Dmitri I. Svergun

2019 ◽  
Author(s):  
Christian Prehal ◽  
Aleksej Samojlov ◽  
Manfred Nachtnebel ◽  
Manfred Kriechbaum ◽  
Heinz Amenitsch ◽  
...  

<b>Here we use in situ small and wide angle X-ray scattering to elucidate unexpected mechanistic insights of the O2 reduction mechanism in Li-O2 batteries.<br></b>


2019 ◽  
Author(s):  
Hao Wu ◽  
Jeffrey Ting ◽  
Siqi Meng ◽  
Matthew Tirrell

We have directly observed the <i>in situ</i> self-assembly kinetics of polyelectrolyte complex (PEC) micelles by synchrotron time-resolved small-angle X-ray scattering, equipped with a stopped-flow device that provides millisecond temporal resolution. This work has elucidated one general kinetic pathway for the process of PEC micelle formation, which provides useful physical insights for increasing our fundamental understanding of complexation and self-assembly dynamics driven by electrostatic interactions that occur on ultrafast timescales.


2019 ◽  
Vol 26 (26) ◽  
pp. 4964-4983 ◽  
Author(s):  
CongBao Kang

Solution NMR spectroscopy plays important roles in understanding protein structures, dynamics and protein-protein/ligand interactions. In a target-based drug discovery project, NMR can serve an important function in hit identification and lead optimization. Fluorine is a valuable probe for evaluating protein conformational changes and protein-ligand interactions. Accumulated studies demonstrate that 19F-NMR can play important roles in fragment- based drug discovery (FBDD) and probing protein-ligand interactions. This review summarizes the application of 19F-NMR in understanding protein-ligand interactions and drug discovery. Several examples are included to show the roles of 19F-NMR in confirming identified hits/leads in the drug discovery process. In addition to identifying hits from fluorinecontaining compound libraries, 19F-NMR will play an important role in drug discovery by providing a fast and robust way in novel hit identification. This technique can be used for ranking compounds with different binding affinities and is particularly useful for screening competitive compounds when a reference ligand is available.


1981 ◽  
Vol 46 (7) ◽  
pp. 1675-1681 ◽  
Author(s):  
Josef Baldrian ◽  
Božena N. Kolarz ◽  
Henrik Galina

Porosity variations induced by swelling agent exchange were studied in a styrene-divinylbenzene copolymer. Standard methods were used in the characterization of copolymer porosity in the dry state and the results were compared with related structural parameters derived from small angle X-ray scattering (SAXS) measurements as developed for the characterization of two-phase systems. The SAXS method was also used for porosity determination in swollen samples. The differences in the porosity of dry samples were found to be an effect of the drying process, while in the swollen state the sample swells and deswells isotropically.


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