Comprehensive experimental and computational analysis of binding energy hot spots at the NF-κB essential modulator/IKKß protein-protein interface.

We report a comprehensive analysis of binding energy hot spots at the protein-protein interaction (PPI) interface between nuclear factor kappa B (NF-κB) essential modulator (NEMO) and IκB kinase subunit ß (IKKß), an interaction that is critical for NF-κB pathway signaling, using experimental alanine scanning mutagenesis and also the FTMap method for computational fragment screening. The experimental results confirm that the previously identified NEMO binding domain (NBD) region of IKKß contains the highest concentration of hot-spot residues, the strongest of which are W739, W741, and L742 (ΔΔG = 4.3, 3.5, and 3.2 kcal/mol, respectively). The region occupied by these residues defines a potentially druggable binding site on NEMO that extends for ~16 Å to additionally include the regions that bind IKKß L737 and F734. NBD residues D738 and S740 are also important for binding but do not make direct contact with NEMO, instead likely acting to stabilize the active conformation of surrounding residues. We additionally found two previously unknown hot-spot regions centered on IKKß residues L708/V709 and L719/I723. The computational approach successfully identified all three hot-spot regions on IKKß. Moreover, the method was able to accurately quantify the energetic importance of all hot-spot residues involving direct contact with NEMO. Our results provide new information to guide the discovery of small-molecule inhibitors that target the NEMO/IKKß interaction. They additionally clarify the structural and energetic complementarity between "pocket-forming" and "pocket-occupying" hot-spot residues, and further validate computational fragment mapping as a method for identifying hot spots at PPI interfaces.

Quantitative surface plasmon resonance imaging: a simple approach to automated angle scanning.

Here we present an automated angle-scanning surface plasmon resonance imaging (SPRi) instrument which provides multiplexed, quantitative reflectance data over a wide angular range. Angle-dependent artifacts, which arise from the simple optical setup, are corrected using software. This enables monitoring of significantly different surface coatings in many solvents, which would be outside the dynamic range of typical fixed-angle instruments. Operation in the visible to near-infrared range without the need for reconfiguration extends the instrument capabilities to increase sensitivity or to investigate the optical properties of surface films. This instrument provides maximum flexibility to study a wide range of systems with full exploitation of the quantitative capabilities of SPRi achieved by fitting data to the Fresnel model.

Kinetic discrimination of sequence-specific DNA-drug binding measured by surface plasmon resonance imaging and comparison to solution-phase measurements.

We demonstrate the use of surface plasmon resonance (SPR) imaging for direct detection of small-molecule binding to surface-bound DNA probes. Using a carefully designed array surface, we quantitatively discriminate between the interactions of a model drug with different immobilized DNA binding sites. Specifically, we measure the association and dissociation intercalation rates of actinomycin-D (ACTD) to and from double-stranded 5'-TGCT-3' and 5'-GGCA-3' binding sites. The rates measured provide mechanistic information about the DNA-ACTD interaction; ACTD initially binds nonspecifically to DNA but exerts its activity by dissociating slowly from strong affinity sites. We observe a slow dissociation time of kd-1 = 3300 +/- 100 s for ACTD bound to the strong affinity site 5'-TGCT-3' and a much faster dissociation time (210 +/- 15 s) for ACTD bound weakly to the site 5'-GGCA-3'. These dissociation rates, which differ by an order of magnitude, determine the binding affinity for each site (8.8 x 10(6) and 1.0 x 10(6) M(-1), respectively). We assess the effect the surface environment has on these biosensor measurements by determining kinetic and thermodynamic constants for the same DNA-ACTD interactions in solution. The surface suppresses binding affinities approximately 4-fold for both binding sites. This suppression suggests a barrier to DNA-drug association; ACTD binding to duplex DNA is approximately 100 times slower on the surface than in solution.

Secondary structure effects on DNA hybridization kinetics: a solution versus surface comparison.

The hybridization kinetics for a series of designed 25mer probe-target pairs having varying degrees of secondary structure have been measured by UV absorbance and surface plasmon resonance (SPR) spectroscopy in solution and on the surface, respectively. Kinetic rate constants derived from the resultant data decrease with increasing probe and target secondary structure similarly in both solution and surface environments. Specifically, addition of three intramolecular base pairs in the probe and target structure slow hybridization by a factor of two. For individual strands containing four or more intramolecular base pairs, hybridization cannot be described by a traditional two-state model in solution-phase nor on the surface. Surface hybridization rates are also 20- to 40-fold slower than solution-phase rates for identical sequences and conditions. These quantitative findings may have implications for the design of better biosensors, particularly those using probes with deliberate secondary structure.

Quantitative angle-resolved SPR imaging of DNA-DNA and DNA-drug kinetics.

We demonstrate the quantitative characterization of DNA-DNA and DNA-drug interactions by angle-resolved surface plasmon resonance (SPR) imaging. Combining the angle-scanning capabilities of traditional SPR with the spatial definition capabilities of imaging, we directly measure DNA and drug surface coverages and kinetics simultaneously for multiple patterned spots. We find excellent agreement of DNA-DNA hybridization kinetics and thermodynamics measured by both the imaging system and traditional SPR. Instrument response and sensitivity is further demonstrated by successful measurement of association and dissociation kinetics of actinomycin-D binding to a low-density doubled-stranded DNA binding sequence. Without independent calibration, analysis of angle-resolved SPR imaging data yields 2.9 +/- 0.1 drugs per duplex at saturation coverage, consistent with all available duplex binding sites being occupied.

Sequence-dependent DNA immobilization: specific versus nonspecific contributions.

We present results of the first systematic study on in situ sequence-dependent kinetics for short single-strand oligonucleotide surface immobilization. By measuring film coverage for both thiolated and nonthiolated homo-oligomers as a function of adsorption time, we determine the relative contribution of specific thiol-surface and nonspecific DNA-surface interactions to the overall mechanism of DNA-thiol attachment to gold. We find that sequence-dependent nonspecific surface interactions play a significant role in DNA-thiol immobilization, influencing not only the kinetics but also the extent of oligomer adsorption. For example, sequences that initially form strong, rapid nonspecific contacts with the surface hinder long-time thiol adsorption (i.e., poly(dA)-thiol). In contrast, sequences with nucleotides that initially bind slowly and weakly to the surface (i.e., poly(dT)-thiol) do not obstruct further thiol adsorption, resulting in higher film coverage and Langmuir immobilization kinetics. This view of the DNA-thiol immobilization mechanism is further supported by sequence-dependent rinsing losses observed for thiolated DNA strands but not for analogous nonthiolated strands. Nonthiolated strands contact the surface strongly in a more horizontal orientation, whereas thiolated strands attain a more upright orientation that allows vertical DNA-DNA base-stacking. The results clearly illustrate the importance and interplay of competitive specific and nonspecific forces in forming DNA-thiol films. The specific coverage attained and the time dependence of the adsorption process depend on the prevailing sequence composition.

Hybridization of mismatched or partially matched DNA at surfaces.

We investigate how probe density influences hybridization for unlabeled target oligonucleotides that contain mismatched sequences or targets that access different binding locations on the immobilized probe. We find strong probe density effects influencing not only the efficiency of hybridization but also the kinetics of capture. Probe surfaces are used repeatedly, and the potentially large contributions of sample-to-sample variations in surface heterogeneity and nonspecific adsorption are addressed. Results of kinetic, equilibrium, and temperature-dependent studies, obtained using in-situ surface plasmon resonance (SPR) spectroscopy, show that hybridization for surface immobilized DNA is quite different from the well-studied solution-phase reaction. Surface hybridization depends strongly on the target sequence and probe density. Much of the data can be explained by the presence of steric crowding at high probe density; however, the behavior of mismatched sequences cannot be understood using standard models of hybridization even at the lowest density studied. In addition to unusual capture kinetics observed for the mismatched targets, we find that the binding isotherms can be fit only if a heterogeneous model is used. For mismatched targets, the Sips model adequately describes probe-target binding isotherms; for perfectly matched targets, the Langmuir model can be used.