Significance
Like thiols, boronic acids are unstable to oxidation in biological contexts, limiting their utility. We discovered that the rate-limiting step in the oxidation of a boronic acid can be slowed by the installation of a pendant carboxyl group that is a ligand to the boron atom. The ensuing boronic acid is 10,000-fold more resistant to oxidation. Experimental and computational analyses reveal that the orientational constraints and electronic effects imposed by the carboxyl group act as intended, slowing the rate-limiting step during oxidation. The new boronic acid retains the useful attributes of simple boronic acids such as forming reversible covalent bonds with saccharides and a protein and could be useful in chemical biology, medicinal chemistry, and allied fields.
Keywords: bioisosteres, boronic acid, oxidative stability, pharmacophore, stereoelectronic effects
Abstract
Despite their desirable attributes, boronic acids have had a minimal impact in biological contexts. A significant problem has been their oxidative instability. At physiological pH, phenylboronic acid and its boronate esters are oxidized by reactive oxygen species at rates comparable to those of thiols. After considering the mechanism and kinetics of the oxidation reaction, we reasoned that diminishing electron density on boron could enhance oxidative stability. We found that a boralactone, in which a carboxyl group serves as an intramolecular ligand for the boron, increases stability by 104-fold. Computational analyses revealed that the resistance to oxidation arises from diminished stabilization of the p orbital of boron that develops in the rate-limiting transition state of the oxidation reaction. Like simple boronic acids and boronate esters, a boralactone binds covalently and reversibly to 1,2-diols such as those in saccharides. The kinetic stability of its complexes is, however, at least 20-fold greater. A boralactone also binds covalently to a serine side chain in a protein. These attributes confer unprecedented utility upon boralactones in the realms of chemical biology and medicinal chemistry.
The modern pharmacopeia is composed of only a handful of elements. Built on hydrocarbon scaffolds (1), nearly all drugs contain nitrogen and oxygen, and many contain fluorine and sulfur (2). A surprising omission from this list is the fifth element in the periodic table, boron (3, 4). Since bortezomib received regulatory approval in 2003, only four additional boron-containing drugs have demonstrated clinical utility (Fig. 1A). Each is a boronic acid or ester.
Bortezomib is a boronic acid, and ixazomib citrate hydrolyzes to one in aqueous solution (5). Other boron-containing drugs feature cyclic esters. The cyclic ester formed spontaneously from 2-hydroxymethylphenylboronic acid (2-HMPBA) is known as “benzoxaborole” and has received much attention due to its enhanced affinity for saccharides at physiological pH (6–8). This scaffold is present in the antifungal drug tavaborole and the antidermatitis drug crisaborole (9). Vaborbactam, which contains an analogous six-membered ring, is an efficacious β-lactamase inhibitor (10). Neuropathy has been associated with the use of bortezomib but not other boronic acids, which have minimal toxicity (11).
The boron atom in a boronic acid (or ester) is isoelectronic with the carbon atom of a carbocation. Both are sp2 hybridized, have an empty p orbital, and adopt a trigonal planar geometry. In contrast to a carbocation, however, the weak Lewis acidity of a boronic acid allows for the reversible formation of covalent bonds. This attribute has enabled boronic acids to achieve extraordinary utility in synthetic organic chemistry and molecular recognition (12–22). Boronic acids are, however, susceptible to oxidative damage. That deficiency is readily controllable in a chemistry laboratory but not in a physiological environment.
In a boronic acid, the empty p orbital of boron is prone to attack by nucleophilic species such as the oxygen atom of a reactive oxygen species (ROS). The subsequent migration of carbon from boron to that oxygen leads to a labile boric ester which undergoes rapid hydrolysis (Fig. 1B). This oxidative deboronation converts the boronic acid into an alcohol and boric acid (23, 24).
We sought a means to increase the utility of boron in biological contexts by deterring the oxidation of boronic acids. The rate-limiting step in the oxidation of boronic acid is likely to be the migration of carbon from boron to oxygen: a 1,2-shift (Fig. 1B). In that step, the boron becomes more electron deficient. We reasoned that depriving the boron of electron density might slow the 1,2-shift. A subtle means to do so would be to replace the alkoxide of a boronate ester with a carboxylate group. We find that the ensuing mixed anhydrides between a boronic acid and carboxylic acid are remarkable in their chemical attributes and biological utility.
Results
pKa Values and Crystal Structure of a Boronic Acid–Carboxylic Acid Mixed Anhydride.
We began by characterizing the protonation state in water of a simple boronic acid that is capable of forming a mixed anhydride: 2-carboxyphenylboronic acid (2-CPBA) (25–27). Notably, boronic acids are Lewis acids that ionize after formation of a complex with water or another protic solvent. A potentiometric pH titration revealed that the pKa values of 2-CPBA are extreme. 11B-nuclear magnetic resonance (NMR) titration experiments showed that a single species is dominant from pH 0.9 to 12 and has a chemical shift consistent with the monoanion. 2-CPBA was converted to the dianion at high pH, affording a pKa2 value of 13.0 (SI Appendix, Fig. S1). No 11B chemical shift consistent with a neutral species was observed at any pH value, even in 6 M HCl.
To provide further insight, we crystallized 2-CPBA at low pH and used X-ray diffraction analysis to determine its structure (SI Appendix, Tables S1–S7). Crystalline 2-CPBA was a zwitterion with a tetrahedral boron atom and protonated hydroxy group (Fig. 2A and SI Appendix, Fig. S2). Thus, the boralactone ring of the anhydride was maintained rather than dissociated into boronic acid and carboxylic acid groups. We conclude that the predominant form of 2-CPBA in water is the monoanionic form of benzoxaborolone (BOL). The monoanion also predominates in DMSO. In CD3OD, the 11B-NMR peak shifts to that of a more neutral species but one that is still more anionic than a typical phenylboronic acid (SI Appendix, Fig. S1). Likewise, 11B-NMR analysis of the homologated 2-carboxymethylphenylboronic acid (2-CMPBA) showed chemical shifts similar to those of 2-CPBA even in a highly acidic solution, again indicative of a tetrahedral anionic boron.
Boronic Acid–Carboxylic Acid Mixed Anhydrides Resist Oxidation.
Next, we assembled a panel of representative boronic acids for comparison to 2-CPBA (Fig. 2A). The homologated six-membered ring of benzoxaborininone (BON), which derives from 2-CMPBA, deserves attention. The benzoxaborole moiety (BL) was embodied by 2-HMPBA. Its homologated analog, benzoxaborinine (BN), has been reported to be stable in water (28) and was derived from 2-hydroxyethylphenylboronic acid (2-HEPBA). Phenylboronic acid (PBA) has been studied extensively (29–36) and was used here as a reference.
Hydrogen peroxide is the major ROS in humans (37, 38) and thus provides a physiologically relevant oxidative deboronation pathway in vitro. The oxidation of PBAs by aqueous hydrogen peroxide yields a phenol and boric acid (Fig. 1B). As the phenol product exhibits a significant blue-shift in ultraviolet (UV) absorbance relative to the boronic acid starting material, we were able to monitor oxidation with a continuous assay based on UV absorbance (SI Appendix, Table S8 and Fig. S3) (39). We found that the oxidation rates were first order with respect to hydrogen peroxide and boronic acid (SI Appendix, Fig. S4). The ensuing second-order rate constants varied with pH (SI Appendix, Table S9) and were half maximal for PBA and BL when pH = pKa. We found that oxidation rates increase in a pH-dependent manner before and after pH-independent regimes (Fig. 2B) with a high correlation to the predicted speciation between trigonal and tetrahedral boron based on the pKa values. These data are consistent with the existence of two pH-independent rate constants, k1 and k2.
A comparison of boronic acids to thiols is pertinent. The sulfhydryl group is the most abundant redox-active functional group in physiological contexts. The oxidation of sulfhydryl groups to disulfides or sulfenic acids is readily reversible by either enzymic catalysts or reaction with small-molecule thiols such as reduced glutathione. In contrast, the oxidation of boronic acids to alcohols is irreversible (Fig. 1B). We found that the oxidation rates of PBA and BL at physiological pH are comparable to those of biological thiols (Table 1). In comparison, BOL is 104-fold more stable.
Table 1.
Compound | kobs (M−1 · s−1) | kobs(PBA)/kobs |
PBA | 2.4 | 1 |
BL | 2.4 | 1.0 |
BN | 8.1 | 0.30 |
BON | 0.041 | 5.9 × 101 |
BOL | 0.00015 | 1.6 × 104 |
Cysteine* | 2.9 | 0.83 |
Cysteamine* | 2.9 | 0.83 |
N-Acetylcysteine* | 0.16 | 1.5 × 101 |
Glutathione* | 0.87 | 2.8 |
Values are from ref. 71.
In BL and BOL, boron resides in a five-membered ring. We found that the additional flexibility of a six-membered ring increased oxidation rates. For BN, the oxidation rates showed two regimes: at low pH, the rates were similar to those of BL, whereas at high pH, the rates were similar to those of PBA. As in the context of a five-membered ring, depriving the boron of electron density stabilized a six-membered ring against oxidation. At physiological pH, the oxidative stability of BON was greater than that of BL but less than that of BOL (Table 1 and Fig. 2B).
B→O Shift Limits the Rate of Boronic Acid–Carboxylic Acid Mixed Anhydride Oxidation.
To identify the rate-limiting step in the oxidation rate of BOL, we performed a kinetic competition experiment. Specifically, we employed a fluorogenic boronic acid, coumarin boronic acid (CBA), which like PBA oxidizes rapidly to form 7-hydroxycoumarin under conditions that leave BOL intact (Fig. 3A) (40). We found that the addition of excess BOL led to a concentration-dependent reduction in the rate of CBA oxidation (Fig. 3B). Because the rate of BOL oxidation is exceedingly slow, BOL cannot be consuming hydrogen peroxide. Instead, BOL is sequestering hydrogen peroxide. This conclusion is consistent with 1H-NMR spectra acquired during the oxidation of BOL (SI Appendix, Fig. S5). These spectra revealed the accumulation of covalent intermediates that were not apparent during the oxidation of PBA or BL and that are consistent with a tetrahedral complex with hydrogen peroxide anion. Significantly, too, the second-order rate constant for the complexation of ligands to boronic acids (103 to 105 M−1 · s−1) (41–43) are >106-fold greater than that of BOL oxidation (Table 1). Thus, we conclude that the B→O shift of the intermediate rather than its formation limits the rate of BOL oxidation.
Resistance of Boronic Acid–Carboxylic Acid Mixed Anhydrides to Oxidation Derives from Stereoelectronic Effects.
We employed computational analyses to elucidate the physical origin of the oxidative stability of BOL. BOL and BON exist almost solely as monoanionic tetrahedral species in aqueous solution (Fig. 2A). Accordingly, we facilitated comparisons by performing all of our calculations on boronic acid monoanions. We used density functional theory calculations to model stationary points along the reaction coordinate for the oxidation of each boronic acid, enabling energetic comparisons with the pH-independent rate constant kmonoanion. We began by modeling the tetrahedral intermediate formed with hydrogen peroxide and the boric acid ester products (SI Appendix, Tables S10 and S11 and Fig. S6). Then, we calculated transition state structures for the oxidation reaction (Fig. 4), which replicated the results of similar systems (44). Optimized transition state structures show a concerted mechanism in which the 1,2-shift from boron to oxygen is concomitant with oxygen–oxygen bond cleavage, which agrees with previous mechanistic work (30, 32, 45, 46). The relative rate constants for oxidation calculated from these structures match exceptionally well with experimental values (Fig. 5 and SI Appendix, Table S12).
Next, we turned to Natural Bonding Orbital (NBO) analysis (47) to reveal interactions that are responsible for the increased activation energies of BL, BON, and BOL relative to PBA. During the transformation from the tetrahedral boronate ester (sp3 boron) to the planar, boric acid ester (sp2 boron), the C–B bond breaks and becomes a C–O bond, leaving boron with a vacant p orbital. We found that the observed differences in reactivity stem from differential stabilization of the developing p orbital on boron (pB) by neighboring oxygen lone pairs (nO) in the transition state.
Without cyclic constraints, each hydroxy group of PBA stabilizes the developing p orbital on boron via a classical conjugative nO→pB π-bonding interaction (Fig. 4A). These interactions are absent in the starting tetrahedral boronate (where a much weaker nO→σ*B−C interaction of 8.0 kcal/mol is present) but are worth 35.2 kcal/mol in the transition state.
The structure of each cyclic system results in a “twisting” of the nO,p lone pairs out of conjugation with the pB orbital. This twisting decreases the nO,p→pB interaction to 20.4 kcal/mol in the BL transition state (Fig. 4B). In addition to the decreased nO,p−pB overlap, the ability of the nO,p orbital to donate electron density is decreased in boralactones BON and BOL by conjugation to the carbonyl π-system (i.e., ester resonance). This “pulling” decreases the nO,p→pB interaction to 14.8 kcal/mol in the BON transition state (Fig. 4C). Most notably, the nO,p and pB orbitals in the BOL transition state approach orthogonality, and the nO,p−pB overlap becomes nearly negligible; the result is an interaction energy of 4.0 kcal/mol (Fig. 4D).
Scope of the Resistance to Oxidation of Boronic Acid–Carboxylic Acid Mixed Anhydrides.
The oxidative stability of BOL is unique among PBAs (SI Appendix, Fig. S7). Its stability is not replicated by introducing electron-withdrawing groups on the phenyl ring or replacing the boronic acid moiety with a trifluoroborate salt. Common boronic acid–protecting groups such as pinacol, cyclictriol, citrate, or N-methyliminodiacetic acid prevent complexation to intended targets while providing virtually no protection against oxidation. Even the imine adducts formed by Tris base with 2-formylphenylboronic and 2-acetylphenylboronic acid (48) are more vulnerable to oxidation than is BOL. An oxygen of an ortho nitro group has been reported to coordinate to boron (49, 50), and 2-nitrophenylboronic acid is more stable to oxidation than is PBA. Likewise, stability increases with electron density on the potentially coordinating oxygen of an ortho substituent containing a carbonyl group (51): formyl < acetyl < methoxycarbonyl < aminocarbonyl. These data with coordinating oxygens are consistent with the stereoelectronic arguments put forth above. Indeed, the stereoelectronics in BOL provide more protection against oxidation than does the severe steric hindrance of two ortho methyl groups. In the end, none of the 26 other substitutions that we examined yields a PBA with oxidative stability that is within 5% that of BOL (SI Appendix, Fig. S7).
Boronic Acid–Carboxylic Acid Mixed Anhydride Binds to Saccharides.
PBA and BL are often employed for their ability to form esters reversibly with saccharides (6–8, 12–21). By using 1H-NMR titration, we found that BOL also forms esters with d-fructose, d-glucose, and N-acetylneuraminic acid (Neu5Ac) though with a modest loss in affinity compared to PBA and BL (Table 2). To dissect diol binding more thoroughly, we used the highly preorganized nopoldiol–poly(ethylene glycol) (PEG) system developed by Hall and coworkers (52) along with 1H-NMR spectroscopy. The affinity of BOL for this ligand was higher than that of BL but lower than that of PBA (Table 2). Again, though, differences were modest. The differences in kinetics were, however, substantial. In particular, the association of BOL with nopoldiol–PEG was slow, as was its dissociation. The BOL·nopoldiol–PEG complex had t1/2 = 4 h, which exceeds by ≥20-fold that of complexes formed with other boronic acids. The ability of BOL to form complexes with 1,2-diols that have high kinetic stability could be useful in applications entailing complexation to saccharides (6–8, 12–21) including the ribose moiety in nucleoside 5′-triphosphates and at the 3′ terminus of RNA.
Table 2.
Saccharide binding, Ka (M−1)* | Nopoldiol–PEG binding | |||||
Boronic acid | d-fructose | d-glucose | Neu5Ac | Ka (M−1)† | kon (M−1 · s−1)‡ | koff (s−1)§ |
PBA | 128 ± 20 | 5 ± 1 | 13 ± 1 | 3,000 ± 1,600 | 3.4 ± 1.8 | (1.1 ± 0.9) × 10−3 |
BL | 336 ± 43 | 28 ± 4 | 43 ± 5 | 550 ± 20 | >50 | >(9.1 ± 0.3) × 10−2 |
BOL | 23 ± 2 | 1.7 ± 0.1 | 6.0 ± 0.5 | 2,300 ± 380 | 0.12 ± 0.05 | (5.2 ± 2.3) × 10−5 |
Values for BOL are the mean ± SD of at least five independent measurements (SI Appendix, Fig. S8). Values for PBA and BL are from ref. 65.
Mean ± SD of at least four independent measurements.
Values are the mean ± SD of three independent measurements (SI Appendix, Figs. S9 and S10). The value of kon for BL was too large to be determined with 1H-NMR spectroscopy.
Calculated as koff = kon/Ka.
Boronic Acid–Carboxylic Acid Mixed Anhydride Acts as a Covalent Pharmacophore.
In addition to forming reversible covalent linkages with saccharides, boronic acids can do likewise with Lewis bases in proteins. To investigate BOL in this context, we designed and synthesized stilbene 1. This compound resembles ligands that are known to bind to the tetrameric form of human transthyretin and thereby deter its aggregation into fibrils that underlie human amyloidogenic diseases (53, 54). We found that stilbene 1 attenuates the formation of transthyretin fibrils in a concentration-dependent manner (SI Appendix, Table S14). Then, we used X-ray crystallography to determine the three-dimensional structure of the transthyretin∙stilbene 1 complex. We observed that stilbene 1 interacts covalently with transthyretin, forming a boronate ester with a serine side chain (Fig. 6 and SI Appendix, Fig. S11). Reversible covalent inhibitors like stilbene 1 can accrue benefits from covalency while avoiding the risks of permanent “off-target” modifications (55, 56).
Conclusions
We have discovered that the formation of a mixed anhydride with a carboxylic acid greatly increases the oxidative stability of boronic acids. The endowed stability results from stereoelectronic constraints imposed by the ring through competing donor–acceptor interactions. The ensuing “twisting” and “pulling” diminishes stabilization of the p orbital that develops on boron in the rate-limiting step for oxidation. The oxaborolones maintain the signature ability of boronic acids to form reversible covalent linkages with diols (including saccharides) and proteins. They could also act as bioisosteres for other functional groups (57, 58). These findings suggest that oxaborolones could be of utility in chemical biology, medicinal chemistry, and related venues.
Materials and Methods
General.
Reagents were obtained from commercial sources and used without further purification. Boronic acids were from Combi-Blocks, except for PBA and 2-HMPBA, which were from Sigma-Aldrich. The synthesis of boronic acid complexes, (–)-nopoldiol–PEG, and stilbene 1 are described in SI Appendix. Human transthyretin was produced with recombinant DNA technology in Escherichia coli as described previously (54). Phosphate-buffered saline (PBS) was made with ingredients from Research Products International and contained (in 1.0 L): 0.2 g KCl, 0.2 g KH2PO4, 8 g NaCl, and 2.16 g Na2HPO4·7H2O at pH 7.3.
NMR spectra were obtained with an Avance-400, Avance-500, or Avance-600 spectrometer from Bruker. The pH of buffers (10 mM) was determined with an accumet XL50 pH meter from Fisher Scientific calibrated with a pH 3.00 reference standard buffer from VWR International and pH 12.00, 12.45, and 13.00 reference standard buffers from Ricca Chemical.
All procedures were performed in air at ambient temperature (∼22 °C) and pressure (1.0 atm) unless indicated otherwise.
pKa Determination.
A 100 mM solution of 2-CPBA was prepared in 10 mL of 1 M NaOH containing D2O (5% vol/vol). The pH of the solution was measured and adjusted with 10 M NaOH and concentrated HCl, and 0.65-mL samples at known pH values were transferred to 5-mm quartz NMR tubes from Norell and analyzed by 1H- and 11B-NMR spectroscopy referencing to the solvent peak. For the samples in 6 M DCl in D2O and 5 M NaOH in D2O, the pH was outside of the useful range of the pH probe. The acidic sample gave poor referencing from the solvent peak due to an extreme chemical shift of the water peak and was referenced to an external standard of BF3·Et2O using a sealed melting-point capillary filled with the reference compound and placed inside the NMR tube. Two distinct states were observed and were assigned to the monoanion and the dianion (SI Appendix, Fig. S1). The two peaks in the 11B spectrum were integrated, the ratio was plotted against the solution pH, and the pKa value was reported as the interpolated pH at which the ratio of the two states was 1:1. For 2-CMPBA, the two states could not be assigned clearly, and thus, no pKa value could be determined. No peaks were observed for either neutral boronic acid, and thus, no pKa value for the transition between trigonal and tetrahedral states could be determined.
Small-Molecule Crystallography.
Crystals of 2-CPBA grew out of the highly acidic conditions (6 M DCl) in deuterium oxide employed during NMR-titration experiments. Crystals were roughly 0.5 mm × 0.5 mm × 0.1 mm. Diffraction data (φ- and ω-scans) were collected at 100 K on a Bruker D8 diffractometer coupled to a Bruker Photon3 charge-integrating pixel array detector using MoKα radiation (λ = 0.71073 Å) from an IµS microfocus source. Diffraction data were reduced with SAINT software from Bruker, and semiempirical absorption correction based on equivalents was performed with the program SADABS (59). The structure was solved with SHELXT and refined with SHELXL (60, 61). Details regarding the structure are listed in SI Appendix, Tables S1–S7.
Chemical Kinetics.
Oxidation reactions were monitored by UV absorbance using a Cary 60 UV-visible spectrophotometer from Agilent. Some extinction coefficients were determined with an M1000 plate reader from Tecan. The extinction coefficient of PBA in PBS was found to be indistinguishable in the two instruments. Buffers were degassed prior to use. Measurements were performed with 1.0-mL sample volumes in disposable, plastic, and UV-transparent cuvettes. All measurements were performed at least in triplicate. Stocks of boronic acids and phenolates were prepared by dissolving the compounds in buffer, assisted by sonication if necessary. All stock solutions were prepared on the day of their use.
Initial wavelength scans in the range of 250 to 350 nm revealed a bathochromic shift between boronic acids and phenolate (exemplified at pH 7.4 in SI Appendix, Fig. S3). Wavelengths with optimal signal-to-noise ratios were determined from these spectra and used for single-wavelength kinetic assays. The hydrogen peroxide used as an oxidant also absorbs light at these wavelengths. Extinction coefficients for the two reactants and the product were determined at each pH (SI Appendix, Table S8). Extinction coefficients for the oxidation of boronic acids were calculated as the difference in absorbance between the product and starting materials with the equation: ∆εoxidation = εphenol − (εboronic acid + εhydrogen peroxide). Initial boronic acid concentrations were ≤1 mM, and the final pH of reaction mixtures was confirmed not to change by more than 0.1 units.
Initial velocity kinetic assays were performed by measuring the UV absorbance of 990 µL of a boronic acid solution and then initiating the reaction by the addition of 10 µL of a 100× hydrogen peroxide stock solution. Rates were measured in triplicate. Slopes from the first 10% of the reaction (or from 10 min of a slow reaction: kobs < 10−2 M−1 · s−1) were calculated and converted to units of M/s by dividing by the value of ∆εoxidation. Reactions were slow enough not to require a stopped-flow apparatus, but the initial velocity (vo) for the fastest reactions (kobs ≥ 1 M−1 · s−1) could only be calculated from a few dozen data points. Rates at three different concentrations of boronic acid and hydrogen peroxide were measured and determined to be first order with respect to both substrates (SI Appendix, Fig. S4). Second-order rate constants were determined with the equation: kobs = vo/([boronic acid][hydrogen peroxide]).
Evaluation of pH Dependence.
The pH-dependence of oxidation reactions was assessed by using the buffers listed in SI Appendix, Table S8. Reactions conducted at pH > 11.7 (which is the pKa of hydrogen peroxide) engendered the evolution of gas. These rates, which were slower than expected, were omitted from the analysis, though the relative rates of the different boronic acids at pH >11.7 fitted the expected trend.
Competition Assay.
Initial velocity kinetics were performed by monitoring the oxidation of CBA by hydrogen peroxide in PBS. The production of 7-hydroxycoumarin at ambient temperature was monitored by measuring the increase in fluorescence emission at 450 nm following excitation at 365 nm using a Quantamaster spectrophotometer from Photon Technology International. Slopes for the oxidation of 500 nM CBA were confirmed to be linear from 5 to 500 µM hydrogen peroxide, thus providing a useful range in which a reduction in velocity provides a metric to assess the formation of a competitive complex formed between hydrogen peroxide and 2-CPBA. Oxidation of 500 nM CBA reached 10% completion after roughly 100 s in which time negligible amounts of 2-CPBA would be oxidized. CBA oxidations were performed with 0.50 µM CBA in the presence of 2-CPBA (0 to 250 mM) and hydrogen peroxide (0.50 mM). Values of ∂fluorescence/∂t were obtained by linear regression analysis, normalized to the value with 0 mM 2-CPBA, and plotted as a function of 2-CPBA concentration using Prism 8 software from GraphPad.
Computational Analyses.
Structure optimizations were performed using Gaussian 16 software from Gaussian at the M06-2X/6–311+G(d,p) level of theory and employing the integral equation formalism polarizable continuum model (IEFPCM) solvation model for water (62–64). Frequency calculations were performed to confirm each stationary point as a minimum or first-order saddle point. Rotamers about the B–O and O–H bonds were examined to reveal the global minimum-energy conformation. Energies for those conformations and imaginary frequencies of transition states are listed in SI Appendix, Table S10. Coordinates are listed in SI Appendix.
NBO analysis of the optimized structures was conducted with NBO 6.0 software (47). Interaction energies, preorthogonal NBO (PNBO) overlap integrals (S), and the off-diagonal NBO Fock Matrix elements (which are proportional to the overlap integrals) are listed in SI Appendix, Table S13. The NBO “$CHOOSE” keyword was used to give the desired Lewis structure for the BL and BON transition states.
Binding to Saccharides.
The affinity of boronic acids for saccharides was evaluated by using 1H-NMR spectroscopy to determine the ratio of complexed to uncomplexed boronic acid as described previously (65). Due to its low affinity, d-glucose was used at twice the concentrations of other saccharides. Representative 1H-NMR spectra are shown in SI Appendix, Fig. S8.
Binding to (−)-Nopoldiol–PEG.
Measurements of kon and Keq for the binding of boronic acids to (−)-nopoldiol–PEG was performed as described previously (52). Representative 1H-NMR spectra are shown in SI Appendix, Figs. S9 and S10.
Inhibition of Fibril Formation.
Transthyretin fibril formation and the inhibition thereof was assessed with light scattering as described previously (54, 66). Data are listed in SI Appendix, Table S14.
Protein Crystallography.
Protein stocks of transthyretin were concentrated to 6.0 mg/mL in 10 mM sodium phosphate buffer, pH 7.6, containing KCl (100 mM). Transthyretin stocks were incubated with a 10-fold excess of benzoxaborolone 1 for 30 min at room temperature. Crystals of transthyretin were obtained by hanging-drop vapor diffusion by twofold dilution of complex stocks with mother liquor containing 1.3 M sodium citrate buffer, pH 5.5, containing glycerol (2% vol/vol) to form 4-µL drops. Crystals grew within 24 h. Crystals were cryo-protected with a solution of 1.5 M sodium citrate buffer, pH 5.5, containing glycerol (10% vol/vol). Single-crystal X-ray diffraction experiments were performed with a Bruker D8 diffractometer equipped with a Bruker Photon III detector using CuKα radiation (λ = 1.54178 Å) from a IµS source. Data were indexed with APEX3 software, reduced with SAINT, and scaled and absorption corrected using SADABS (59). Data collection statistics are listed in SI Appendix, Table S15.
The atomic structure of the transthyretin·stilbene 1 complex was solved by molecular replacement using the Phaser program as implemented in PHENIX and employing PDB entry 5u4f (54) as a search model. Iterative refinement and model building were performed with phenix.refine and COOT (67, 68). Densities were observed in the T4-binding pockets. Restraints for stilbene 1, with both borolone moieties in the tetrahedral state, were generated with eLBOW and the ligand was placed with COOT. There was insufficient density for both hydroxy groups for the boron in the interior of the pocket, and they were removed for subsequent refinement. In the ensuing model, the hydroxy group of an alternative conformation of Ser117 was found to be coplanar with the interior benzoxaborolone ring, indicative of the formation of a trigonal ester. Additional restraints were imposed to provide accurate bond distances and angles as described previously (54).
Supplementary Material
Acknowledgments
We are grateful to Dr. Peter Müller (Department of Chemistry, Massachusetts Institute of Technology) for determining the crystal structure of 2-CPBA. B.G. was supported by an Arnold O. Beckman Postdoctoral Fellowship. This work was supported by Grant R01 GM044783 (NIH). This work used the Extreme Science and Engineering Discovery Environment, which is supported by the NSF grant number ACI-1548562. Specifically, it used the Bridges system, which is supported by NSF award number ACI-1445606, at the Pittsburgh Supercomputing Center. This work also used the University of New Mexico Center for Advanced Research Computing, supported in part by the NSF.
Footnotes
Competing interest statement: The Massachusetts Institute of Technology has filed a patent application that is related to the content of this manuscript.
This article is a PNAS Direct Submission.
This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2013691118/-/DCSupplemental.
Data Availability
All study data are included in the article and/or SI Appendix.
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