Abstract
Understanding the biological self-assembly process of virus capsids is key to understanding the viral life cycle, as well as serving as a platform for the design of assembly-based antiviral drugs. Here we identify and characterize the phenylpropenamide family of small molecules, known to have antiviral activity in vivo, as assembly effectors of the Hepatitis B Virus (HBV) capsid. We have found two representative phenylpropenamides to be assembly accelerators, increasing the rate of assembly with only modest increases in the stability of the HBV capsids; these data provide a physical-chemical basis for their antiviral activity. Unlike previously described HBV assembly effectors, the phenylpropenamides do not misdirect assembly; rather, the accelerated reactions proceed on-path to produce morphologically normal capsids. However, capsid assembly in the presence of phenylpropenamides is characterized by kinetic trapping of assembly intermediates. These traps resolve under conditions close to physiological, but under conditions which favor phenylpropenamide binding and strong core protein-protein interactions, we found that trapped intermediates persist. The phenylpropenamides serve as chemical probes of the HBV capsid assembly pathway by trapping on-path assembly intermediates, illustrating the governing influence of reaction kinetics on capsid assembly.
Virus capsid assembly is an exquisitely choreographed process in which hundreds of viral and host components come together with high fidelity to form a viable virus particle (1). In the case of the Hepatitis B Virus (HBV), an icosahedral DNA virus with an RNA intermediate, assembly involves the concerted association of 120 dimeric capsid subunits (core protein homodimers) to form a T=4 icosahedron, which packages the RNA form of the 3.5 kb viral genome, the viral reverse transcriptase (Pol), and assorted host proteins (2–4). The HBV core plays a central role in the virus life cycle, participating in genome packaging, reverse transcription, intracellular trafficking, and maintenance of a stable infection (5–7). The HBV assembly process depends on the coordinated interactions of many components, providing many opportunities for missteps and yet proceeding with remarkable success.
Like many icosahedral viruses, the capsid of HBV spontaneously self-assembles from many copies of a single protein (8). Capsid assembly can be modeled as a variation of a polymerization reaction. For capsids, spherical polymers of defined size, the lag phase corresponds to the formation of nuclei and accumulation of an assembly line of intermediates. During the exponential phase, complete capsids appear while free subunits are consumed to replenish the intermediates, entering a steady state. As assembly plateaus, the concentration of intermediates remains constant (though undetectably low), and the rate of formation of capsids is equal to the rate of formation of new nuclei. To minimize kinetic trapping and allow repair of errors, subunits interact through weak individual contact energies (9–10). Icosahedral viruses maintain their structure through the inherent stability of their geometry because subunits are multivalent. Thus, capsid assembly mimics a two-state reaction with only assembly units and capsids, except where kinetically trapped intermediates accumulate (11–12). Nonetheless, assembly must involve many intermediates resulting in numerous assembly paths that can reflect local environment (13–17). Given the quasi-equivalence of the capsid, there is no way to predict or direct the sequence of the degenerate elongation steps that form a capsid (14–15). A means to chemically halt or disrupt these normal assembly processes would provide a unique window into the capsid assembly reaction.
In vitro HBV assembly matches well with theoretical predictions (18). The rate limiting step of the HBV capsid assembly reaction is the slow formation of nuclei, a trimer of core protein dimers (18). Assembly of empty capsids is recapitulated by assembly on RNA, which also shows a two-state behavior though with a much lower apparent dissociation constant (19). In vivo, the HBV assembly process is probably allosterically regulated, so that assembly is only initiated by binding to correct host partners or viral components and thus ensuring packaging of the correct cargo at the correct time (10, 20–21). Thus, altering the conformational state of the core protein can result in a slight increase in the pairwise contact energies or the rate of nucleation and can effectively de-regulate capsid assembly. For example, induction of HBV assembly in vitro by high concentrations of zinc results in kinetic trapping of the assembly reaction due to overnucleation so that the free subunit pool is depleted before capsids are completed, resulting in the accumulation of fragments (12). In extreme cases, perturbation of the interactions of the core protein can misdirect assembly from the normal pathways to form non-capsid polymers. This effect has been achieved chemically with the heteroaryldihydropyrimidine (HAP) small molecule effectors, which increase the rate and extent of assembly reaction, and can misdirect the HBV core protein to form large pleomorphic structures (22–26). Low concentrations of HAP are not sufficient to misdirect assembly; however, their antiviral effects and replication inhibition can be correlated to the extent to which they alter the rate of assembly (23). Clearly, even slight alterations in the reaction can severely impair normal virus assembly.
Molecules of the phenylpropenamide family of compounds were initially identified as specific inhibitors of HBV production in cell culture (27). The derivative AT-61 (Figure 1) was first found to inhibit production of both wildtype and lamivudine resistant HBV. A second derivative, AT-130 (Figure 1), was found to have an even more potent inhibiting activity against both wild type and reverse-transcriptase inhibitor resistant strains in culture. A decrease in RNA-containing cores upon treatment with AT-61 led to the hypothesis that the phenylpropenamide compounds affect assembly on the level of RNA packaging (28). Subsequent studies conducted with AT-130 have shown that the phenylpropenamides do not effect HBV RNA production, viral protein translation, Pol activity, or core morphology, but do result in the production of empty capsids (29–30).
Figure 1.
Phenylpropenamide synthesis pathway and structures.
Here we show that the phenylpropenamides are effectors of HBV capsid assembly and can serve as chemical probes to further our understanding of the mechanism and pathway of HBV capsid assembly. We demonstrate that the compound AT-130 and the fluorinated derivative B-21 (Figure 1) increase both the rate and extent of capsid assembly in vitro. The phenylpropenamides appear to bind to the core protein with weak affinity and induce the protein into a more assembly active state. This increase in the concentration of dimer in the active conformation results in an increased nucleation rate, driving capsid assembly forward. In the case of B-21, this results in reversible kinetic trapping, which can stall the assembly reaction as a mix of intermediate species at high phenylpropenamide concentration. Trapped intermediates appear to be on-path and thus provide a window into the complex assembly reaction of a 120-subunit HBV capsid. These compounds serve as a chemical means to alter the reaction timing, illustrating the importance of the kinetic pathway in successful virus assembly.
RESULTS AND DISCUSSION
Phenylpropenamides drive assembly of HBV capsids
The phenylpropenamide molecules AT-130 and B-21 (Figure 1) were initially tested for assembly activity in a high-throughput screening assay designed to identify HBV capsid assembly effectors (31–32). Both compounds accelerated HBV core protein assembly and increased its overall extent compared to control experiments designed to yield approximately 25% assembly. The effect of AT130 in this assay was nearly the same as HAP1 (22, 31). B-21 appeared to have a slightly stronger overall effect (data not shown).
To rigorously investigate the effects of phenylpropenamides on assembly in real time, we monitored assembly reactions by light scattering (LS), which is extremely sensitive to the weight-average molecular weight of the solute. The 149-residue assembly domain of the 183-residue HBV core protein (Cp149), which lacks RNA binding activity but assembles into morphologically normal cores, was used for these studies (22–23). Assembly was initiated by increasing ionic strength. Physiological ionic strength (e.g. 150 mM) results in weak assembly; higher ionic strength results in more aggressive assembly, allowing comparison to previously published standards (10, 23). At 150mM NaCl, 5μM Cp149 does not visibly assemble over the course of 800s (Figure 2), though capsids are evident at 24h. However, under these conditions, both AT-130 and B-21 increased the rate and extent of Cp149 assembly in a dose-dependent manner (Figure 2).
Figure 2.
Light scattering traces showing increased rate of 5μM HBV Cp assembly reactions with phenylpropenamides. a. Cp149 with increasing concentrations of AT-130 with assembly induced with 150mM NaCl. b. Cp149 with increasing concentrations of AT-130 with assembly induced with 500mM NaCl. c. Cp149 with increasing concentrations of B-21 with assembly induced with 150mM NaCl. d. Cp149 with increasing concentrations of B-21 with assembly induced with 500mM NaCl. The color coding used in Panel a applies to all panels.
In the case of AT-130, both the rate of change and overall signal of LS increased with phenylpropenamide concentration until, at a concentration of 20μM (a 4:1 molar ratio of AT-130 to Cp dimer), assembly reactions reached a maximum at approximately the same LS signal as purified Cp149 capsid (Figure 2a). To look for effects of AT-130-driven assembly under a range of conditions, LS of compound titrations was monitored for 300mM NaCl (data not shown) and 500mM NaCl (Figure 2b). A dose-dependent increase in signal was apparent at all salt concentrations, suggesting at least an additive effect. However, rather than the dramatic increase in LS due to aberrant assembly that is observed for the HAP molecules, AT-130 resulted in the same maximal light scattering under all tested conditions. This suggests that assembly proceeds down normal pathways to produce capsids.
Compound B-21 had a similar dose-dependent increase in rate and apparent extent of assembly at low salt concentrations, but the rate and extent of increase of LS was substantially less than that of AT-130 at the same conditions, a trend that continued in the 300mM NaCl assembly experiments (not shown). However, at 500mM NaCl the effect was noticeably different. At higher concentrations of B-21, the LS signal reproducibly exceeded that of pure capsid, indicating that B-21 and AT-130 produce different assembly products (Figure 2d).
From these data it is clear that phenylpropenamides are assembly effectors, but they do not behave like HAPs. Comparison of these preliminary studies to HAP-induced assembly raised three points of interest for further study: the stabilization of assembly, the effect of phenylpropenamides on assembly kinetics, and the limited ability of phenylpropenamides to drive assembly off path (or the ability of HBV to overcome the effects of phenylpropenamide binding to maintain assembly on-path).
To quantify the thermodynamic effect of these compounds on HBV capsid assembly, assembly reactions were incubated for 24 hours to allow the reactions to approach equilibrium and quantified by size-exclusion chromatography (SEC). Figure 3 shows typical chromatographs for phenylpropenamide titration assembly reactions, with capsid eluting about 0.5 mL after the void volume and dimer emerging about 3 mL before the end of the column. At all salt concentrations (i.e. over a broad range of association energies), AT-130 showed a dose- dependent increase in assembly (Figure 3a–c), even with 2, 3, and 4 moles of phenylpropenamide per mole of HBV dimer. Based on the elution profile, AT-130 appeared to drive assembly towards formation of normal assembly products, consistent with the LS data; there was no peak broadening or shifting which would be expected for trapped intermediates or large aggregates (Figure 3a,b) as has been observed with the HAPs (22–23). Also consistent with the LS experiments, especially at high salt, high phenylpropenamide concentration drove the reaction to 100% assembly of normal capsids. Furthermore, the reaction products of the AT-130 titrations at both high and low salt concentrations, examined by transmission electron microscopy (TEM), were indistinguishable from normal capsids (Figure 4a–c).
Figure 3.
Size exclusion chromatograms of equilibrated 5μM HBV Cp assembly reactions showing increased assembly with increasing phenylpropenamide concentration. a. Cp149 with increasing concentrations of AT-130 with assembly induced with 150mM NaCl. b. Cp149 with increasing concentrations of AT-130 with assembly induced with 500mM NaCl. c. Cp149 with increasing concentrations of B-21 with assembly induced with 150mM NaCl. d. Cp149 with increasing concentrations of B-21 with assembly induced with 150mM NaCl. e. Cp149 with increasing concentrations of B-21 with assembly induced with 500mM NaCl. Inset: Expanded view showing intermediate peaks present at 2:1 and 4:1 molar ratio B-21:Cp149 dimer. f. Cp149 with increasing concentrations of B-21 with assembly induced with 150mM NaCl. The color coding used in Panel a applies to panels a–d.
Figure 4.
Electron micrographs of HBV/phenylpropenamide assemblies. a. Cp149 assembly showing normal capsids. b. Cp149 assembly with a 1:1 molar ratio of AT-130 to Cp149 dimer. c. Cp149 assembly with 4:1 molar ratio of AT-130 to Cp149 dimer. d. Cp149 assembly with a 1:1 molar ratio of B-21 to Cp149 dimer. e. Cp149 assembly with a 4:1 molar ratio of B-21 to Cp149 dimer. Arrows indicate incomplete/partial capsids. The scale bar in Panel e applies to all micrographs.
In the case of B-21, the SEC chromatographs also showed a dose-dependent increase in assembly of normal capsids and a corresponding depletion of dimer with phenylpropenamide concentration Figure (3d–f). Consistent with the LS data, B-21 was not as effective as AT-130 (Figure 3d), shifting the equilibrium to a lesser extent for the same conditions. However, at 500mM NaCl and B-21 concentrations of 15μM and above, we observed assembly products of intermediate size eluting between capsid and dimer. The amount of protein in this pool increased with B-21 concentration, to the point that there was no longer a distinct dimer peak in the 20μM assembly reaction, but only capsids and the apparent intermediate species (Figure 3e, inset). This is a surprising result; model studies have repeatedly shown that intermediates are not stable compared to free subunit or capsid. Accumulation of assembly intermediates indicates conditions that are strongly deleterious to efficient virion assembly (18, 33–34).
The presence of intermediates in reactions with high concentrations of B-21 suggests that the compound induces strong associations between dimers, leading to kinetically trapped assembly intermediates. These observations were confirmed by TEM images (Figure 4). At 500mM NaCl and modest concentrations of protein (5μM) and B-21 (<10μM), the assembly reactions produced normal capsids (Figure 4d). But at a 4:1 molar ratio of B-21 to Cp149 dimer assembled in high salt, the assembly products were a heterogeneous mixture of complete and partially formed capsids (Figure 4e). Aggregation and misdirected assembly tends to result in large pleiomorphic polymers with local hexameric symmetry (12, 22); in contrast, the micrographs of assembly at this B-21:Cp ratio showed distinct partial and half-spherical particles, indicating that these were in fact intermediates in the assembly of normal capsids. The partial capsids were actually much larger than we expected from their elution by SEC, but are still clearly incomplete and yet unlike any mis-assembled products observed with HAPs. These observations explain the elevated LS signal at high salt and B-21 concentrations. Virus capsids are large enough compared to the 400 nm light used in the LS experiments that they are not Rayleigh point scatterers (diameter > 5% of wavelength) (35). Thus, a half capsid will scatter proportionally more light per unit mass, with the result that a kinetically trapped assembly of large intermediates can scatter more light than a reaction with a smaller number of complete particles. For virus-sized particles, there is destructive interference in the light scattered by a single particle so that the signal at 90° from incident does not correlate directly with molecular weight (35–36); a 120-dimer HBV capsid scatters 30 times as much light as the same weight concentration of dimer (37).
Quantifying thermodynamics and kinetics of assembly
From the SEC data, we calculated the effect of the phenylpropenamides on capsid stability, which is reported in terms of an analytical evaluation of the pseudo-critical concentration of assembly, K10. From capsid stability we have also calculated the change induced by propenamides to pairwise association energy between subunits, ΔΔGcontact (1). The effect of phenylpropenamides on kinetics is reported as a kinetic index, kindex, the negative log of the acceleration of kinetics, that scales well with ΔΔGcontact (23, 38).
To demonstrate the effect of phenylpropenamides, we observe that the K10 drops from approximately 5μM in the absence of phenylpropenamides to approximately 1 μM for 5μM Cp149 dimer assembled in 150mM NaCl and with 10 μM of either AT-130 or B-21, an equimolar ratio of phenylpropenamide to potential sites (Table 1). The change of the contact energy with phenylpropenamide binding (ΔΔGeffector) was taken as the difference of the free and effector-associated contact energies (23). Without information on the binding site or mechanism, we made a lower estimate of the magnitude of ΔΔGeffector by assuming quantitative binding (Table 1). Though ionic strength has a substantial effect on ΔGcontact, there was no significant change in ΔΔGeffector at different salt concentrations, indicating that the phenylpropenamide effect on assembly was mechanistically independent of the ionic strength effect on assembly activation. We observed a roughly linear increase in percent assembly as phenylpropenamide concentration increased, even at ratios of four propenamides per dimer, indicating that binding to capsid was not saturated (Figure 3c, e). In short, the dissociation constant of the phenylpropenamides for capsid is ≥ 10μM. Additionally, at the strongest values of ΔΔGeffector, assembly reactions may be starved for reactants and halt short of true equilibrium (33, 39). Therefore the calculated ΔΔGeffector for these compounds is an upper limit but still useful for comparison to earlier experiments at similar concentrations of assembly effector. The true ΔΔGeffector may be substantially stronger.
Table 1.
Thermodynamic and Kinetic Parameters of Phenylpropenamides at 37°C
| K10 (μM) | ΔΔ Gdrug, per contact (Kcal mol−1) |
Kinetic Index |
||||||
|---|---|---|---|---|---|---|---|---|
| [NaCl],M | 0.15 | 0.3 | 0.5 | 0.15 | 0.3 | 0.5 | 0.15 | 0.3 |
| Cp149 | 4.87 | 1.86 | 1.00 | N/A | N/A | |||
| AT-130 | 1.21 | 0.067 | 0.023 | −0.99±.18 | −1.02±.18 | −1.13±.07 | −2.08±.07 | −2.96±.34 |
| B-21 | 1.31 | 0.77 | 0.42 | −0.5±.13 | −0.22±.09 | −0.31±.12 | −1.72±.34 | −3.10±.42 |
The slopes of the LS traces were used to calculate the ad hoc Kindex (Methods) (23). Because the units are arbitrary, standards are required to compare different sets of experiments. The kinetic indices for the assembly reactions at 150mM and 300mM NaCl are shown in Table 1; in the 500mM NaCl assembly reactions, Kindex could not be calculated because the LS traces were effectively vertical at their maximum points. As with the thermodynamic calculations, the linear dependence of the rate of change in assembly with increasing phenylpropenamide concentration (Figure 5) indicates that even up to 4:1 molar ratios of phenylpropenamide to Cp dimer, the binding sites are not saturated.
Figure 5.

Phenylpropenamide binding does not saturate, even at a 4:1 phenylpropenamide:dimer molar ratio. The kinetic index plotted versus increasing drug concentration is approximately constant. The inset shows the behavior expected for the kinetic index when Cp is titrated with assembly accelerator. For these experiments, protein was incubated with AT-130 or B-21 and assembly was induced with 150 and 300mM NaCl.
We observe that the phenylpropenamides have similar kinetic and thermodynamic effects on assembly as the weaker members of the HAP family of effector molecules. The critical caveat in these calculations is that we assumed that AT-130 and B-21 bound Cp149 core protein with high affinity when calculating the ΔΔGeffector and Kindex. In contrast, HAP binding to capsids is very tight (23, 38), allowing accurate determination ΔΔGeffector, though binding to dimer was also still in the linear regimen at concentrations of up to 20 μM (23). Interestingly, the ratio of the kinetic index to the ΔΔGeffector is greater for the phenylpropenamides than the HAPs; it seems that phenylpropenamides exert a disproportionately larger effect on rate than the yield of product.
Phenylpropenamides primarily alter reaction kinetics
The phenylpropenamide assembly effectors increase both the rate and extent of assembly, and yet produce normal capsids. We have hypothesized that capsid assembly maintains fidelity by thermodynamic editing: the reversible removal of defects in a growing capsid (10, 40). Given the relatively weak ΔΔGeffector, we speculated that the phenylpropenamides may be capable of producing large polymers under aggressive assembly conditions, but under conditions tested here thermodynamic editing prevented their accumulation; the small intermediates observed by SEC at 500mM NaCl may be shear products. Alternatively, if phenylpropenamides predominantly affect assembly by accelerating nucleation, we should only observe small intermediates that can progress into capsids. To test these competing hypotheses, we turned to sucrose gradient separation of the reaction products, a method less likely to shear fragile polymers like SEC or guide the eye to regular complexes like TEM. 5uM Cp149 dimer was assembled with 500mM NaCl with 4x molar excess AT-130 or B-21 and allowed to equilibrate for 24 hours. The reaction components were resolved on a 10%–40% continuous sucrose gradient and fractions quantified by SDS-PAGE.
As previously observed, a reaction containing Cp149 alone assembled into normal capsids, visible in the gradient as distinct populations of T=3 and T=4 particles (Fractions 20–25) and unassembled dimer (Fractions 35–39), with no apparent intermediates between the capsid bands and the top of the gradient (Figure 6a). When assembled with AT-130, the same two bands were visible in the sucrose gradient with no visible intermediates (data not shown). However, the sucrose gradient of a B-21 assembly reaction showed that the capsid and free dimer peaks were significantly reduced, and that the majority of the protein was trapped in a heterogeneous population of intermediate size (Fractions 27–35) (Figure 6a). These data are in agreement with the SEC data showing an intermediate peak (Figure 3e), and consistent with the light scattering data (Figure 2d). From these data it is apparent that B-21 is trapping an array of smaller intermediates, not promoting the assembly of very large fragile aggregates.
Figure 6.

Resolved and persistent kinetic trapping. a. Sucrose Gradient Quantitation of HBV/Phenylpropenamide assemblies. Cp149 (blue) shows only capsid (fractions 20–25) and dimer (fractions 35–39) peaks. Cp149 with a 4x molar excess of B-21 (red) shows a large population of intermediate-sized polymers (fractions 27–35). b. Long-term kinetics of Cp149 with B-21 assembly. Size exclusion traces of Cp149 assembled with equimolar concentrations of B-21 in 300mM NaCl, sampled by the hour, showing initial accumulation of intermediates that diminishes with time. Inset: Full traces showing all reactants and products.
To further test for kinetic trapping and thermodynamic editing, we observed the long-term kinetics of assembly with B-21. Cp149 was assembled with an equimolar concentration of B-21 at 300mM NaCl, conditions where we had previously observed no intermediates at equilibrium (Fig 6b). SEC of this reaction within 5 minutes after assembly was initiated showed a significant shoulder on the dimer peak. This shoulder elutes at the same position as the intermediate peak observed in the equilibrated assembly with 500mM salt and 3:1 and 4:1 molar ratios of B-21:Cp dimer (Figure 6b). However, rather than accumulate, this intermediate peak decreased as the reaction progressed until at equilibrium only capsid and dimer were apparent, as seen previously. In the presence of compounds that stabilize protein-protein interactions, random association of HBV capsid protein as a result of off-path assembly, should result in relatively stable complexes; in this reaction intermediates either dissociated or were chased into normal, complete capsids, which suggests that these are intermediate species of the normal assembly reaction.
Phenylpropenamides as probes of the HBV assembly pathway
Under aggressive assembly conditions, the phenylpropenamides offer a new view of HBV assembly. The compound B-21 promotes the kinetic trapping that is characteristic of overnucleated assembly, creating many small oligomers that deplete the pool of available subunit for elongation and completion of capsids. This is consistent with the elevated Kindex and lowered K10 in the presence of the phenylpropenamides (Table 1). The decreased pseudo-critical concentration (K10) and increased kinetic index indicate that the weak subunit-subunit interactions have been increased to the point that nucleation begins at much lower concentrations of protein and at an increased rate in the presence of the phenylpropenamides. The apparent result is that these intermediates are on-path but kinetically trapped, rather than the structurally altered, off-path reaction products induced by HAPs; EM micrographs support this by showing what appear to be partially formed by otherwise normal capsids, not the large hexamer-rich complexes observed with the HAPs. Pleiomorphic, non-capsid HAP-induced polymers are aberrant and persist whereas the phenylpropenamide-induced intermediates are consumed while normal capsids appear, further indicating that the phenylpropenamide-induced traps are steps in the normal assembly process (Figure 7).
Figure 7.
Model of effect of propenamide binding on assembly. Normal HBV assembly is nucleated by the reverse transcriptase-genome complex. The phenylpropenamides allows for the initiation of capsid assembly by the rapid formation of nuclei without the RT-genome complex, resulting in the formation of empty particles.
As seen in the LS experiments with B-21, the elevated LS signal observed at high salt and excess (2:1 and 4:1 molar ratio) compound indicates that intermediates form early in the assembly reaction. However, that the signal is only modestly increased beyond that of capsid indicates that these are not large, HAP-like, non-capsid polymers. Conditions where there is fast, facile nucleation and strong protein-protein interaction due to high NaCl and ΔΔGeffector result in kinetic trapping. As expected, these extreme assembly conditions support persistence of the kinetic traps that would be transient under more gentle conditions (15, 41). We have subsequently shown that at lower effector concentrations and less aggressive assembly conditions, the addition of B-21 does cause kinetic trapping; however, under these milder conditions, the kinetic traps resolve with time to form morphologically normal cores (Figure 6b).
That phenylpropenamide binding causes some conformational change to free dimer is evident by their assembly activating properties, but the formation of normal cores implies that this change appears to be in the realm of normal HBV core protein allostery (20, 24). HAP-1 binding results in minimal tertiary structural changes, but affects a global quaternary structural change in the capsid, providing a structural basis for the flat, non-capsid, hexamer-rich polymers observed by TEM (22, 24). In contrast, even the highest concentrations of phenylpropenamides do not divert assembly from the usual assembly products, rather they simply increase the reaction rate and decrease the pseudo-critical concentration while still allowing normal quaternary interactions. It is also possible that the phenylpropenamides bias the assembly pathways to decrease the diversity of intermediate species and increase the likelihood of trapping. In either case, phenylpropenamides have provided an experimental access to on-path intermediates for assembly of HBV capsids that may be used to elucidate the individual steps of the core assembly pathway.
The in vitro effects of the phenylpropenamide molecules provide a rationale for their observed effects in cell culture. AT-130 decreases viral replication in HepG2 cells with an IC50 of 2.5μM (29). To the authors of that study, AT-130 appeared to block viral RNA packaging without interfering in viral protein or RNA synthesis, resulting in the production of empty yet morphologically normal cores (30). The data presented here suggest that the phenylpropenamides are not directly interfering with genome packaging, but instead have disrupted the timing of the assembly reaction. Rather than normal assembly initiation by a viral signal or host partner, the phenylpropenamides caused indiscriminate nucleation independent of normal packaging contents, leaving the core protein pool depleted by the rapid and unregulated formation of empty cores. In support of this alternative interpretation, we have noted a linear correlation between the Kindex of HAP molecules and their EC50 in cell culture; increased Kindex decreases the EC50. The Kindex and the previously determined IC50 of AT-130 places it along this trend.
Thus, the phenylpropenamides seem to represent a subclass of assembly accelerators; they do not misdirect assembly, they simply speed it up. The capsid assembly reaction itself proceeds normally, but the delicately timed assembly pathway has been upset. Molecules such as the HAPs, which alter reaction rate and misdirect assembly in vitro, may also deplete the pool of free subunits by creating abortive, non-capsid structures and clearing the core protein pool via the proteosome (38). Ultimately they bring about the same end result as assembly accelerating compounds, blocking the normal genome encapsidation process. But the phenylpropenamide compounds seem to achieve this end exclusively by changing the reaction kinetics.
We suggest that even molecules that simply accelerate normal assembly are able to effectively block virus production. In vitro we have shown that kinetic effects are obvious even at sub-stoichiometric concentrations. This result is consistent with the presence of a rate limiting nucleation step in the reaction, and that altering this relationship of slow nucleation followed by rapid elongation is devastating to virus assembly (9). Molecules that inhibit assembly are likely to be self-limiting in that bound subunits will simply be thermodynamically edited out of the “inhibited” intermediate, or alternatively, inhibited reactions may be overwhelmed by increased production of capsid protein (40). In contrast to assembly inhibitors, the effect of assembly accelerators is only enhanced at higher protein concentrations. Thus assembly effectors such as the HAPs and, as we have shown, the phenylepropenamides, that enhance assembly with the binding of only the relatively few molecules necessary to accelerate nucleation are likely to represent a successful assembly-directed antiviral strategy.
In conclusion, we have identified the phenylpropenamide family of compounds as a class of assembly effectors of HBV that specifically accelerate normal, on-path assembly. Their effects on assembly have provided insight into the importance of kinetics and assembly pathway of the HBV capsid assembly. Phenylpropenamides have provided a means to trap and study on-path intermediates in the assembly reaction. By comparison to results from cell culture, our results illustrate the importance of timing of assembly in the virus lifecycle (28–29). The identification of the mechanism of phenylpropenamide action as targeting a distinctive viral process provides a unique means for studying the mechanics of virus capsid assembly.
METHODS
Sample preparation
Cp149 was expressed in E. coli from a pET11-based plasmid, pCp149, and purified using the detailed protocol described previously (42–43). Frozen aliquots were dialyzed against an assembly buffer of 50mM Hepes (pH 7.5) prior to use. Phenylpropenamides were stored at −20°C as 10mM stocks in dimethyl sulfoxide (DMSO), which were diluted with the assembly reaction buffer as needed.
Propenamide synthesis
Compounds AT-130 and B-21 were synthesized following a previously reported procedure (28) as shown in Figure 1. Condensation of appropriate benzaldehydes with 4-nitrohippuric acid (1) in the presence of sodium acetate in acetic anhydride at 100 °C provided the oxazalone intermediates (2) which were ring-opened with piperdine and subsequently brominated. Representative procedures and characterization data are as follows:
(Z)-4-(2-methoxybenzylidene)-2-(4-nitrophenyl) oxazol-5(4H)-one (2a)
4-Nitrohippuric acid (1, 0.5 g, 2.23 mmol) and o-anisaldehyde (0.276 g, 2.23 mmol), sodium acetate (0.183 g, 2.23 mmol) and acetic anhydride (0.6 mL) were combined and heated on a hot plate until the mixture just began to boil. It was then transferred to an oil bath and heated just below the boiling point for 1 hour. Hot ethanol (2 mL) was added and the mixture was stirred until homogeneous, and was then cooled to room temperature. The resulting solid was collected by suction filtration and washed with a minimum quantity of cold ethanol, then with boiling water (approx. 1 mL), and dried in vacuo to give 2a (0.340 g, 68%).
(E)-N-(1-bromo-1-(2-methoxyphenyl)-3-oxo-3-(piperidin-1-yl) prop-1-en-2-yl)-4-nitrobenzamide (AT-130)
To a solution of oxazolone 2a (0.5 g, 1.54 mmol) in chloroform at 0 °C was added dropwise a solution of piperidine (0.129 g, 1.54 mmol) in chloroform (1 mL). The yellow solution was stirred at 0 °C for 1 hour. Solid calcium carbonate (0.154 g, 1.54 mmol) was added, followed by dropwise addition of bromine (0.246 g, 1.54 mmol) in chloroform (2 mL). The suspension was filtered to remove calcium salts, and the resulting solution was evaporated to dryness. The resulting orange oil was recrystallized from ethanol/water (4:1) to give compound AT-130 (0.312 g, 67%) as a colorless powder. 1H NMR (CDCl3): δ 0.53–1.44 (m, 4H), 3.30–3.35 (m, 4H), 7.75 (br, 1H, NH), 6.91–7.37 (m, 4H), 7.86–8.44 (m, 4H).
(E)-N-(1-bromo-1-(2-fluorophenyl)-3-oxo-3-(piperidin-1-yl)prop-1-en-2-yl)-4-nitrobenzamide (B-21)
Prepared by the analogous procedure starting with 2-fluorobenzaldehyde. The final compound was isolated as a colorless powder in 70% yield. 1H NMR (CDCl3): δ 0.53–1.44 (m, 4H), 3.30–3.35 (m, 4H), 7.75 (br, 1H, NH), 7.11–7.39 (m, 4H), 7.97–8.45 (m, 4H).
Light Scattering
Observation of kinetics by light scattering was performed as previously described (22). Briefly, scattering was observed with a Photon Technology International fluorometer set for 400 nm for both excitation and emission: 400nm was chosen as the shortest wavelength for which no reaction component absorbs light. Light scattering was measured for 5μM Cp149 in 150, 300, and 500mM NaCl, and for phenylpropenamide concentrations of 0.5, 1.25, 2.5, 5, 10, 15, and 20μM. All measurements were made at 37°C and using a black masked microcuvette with a 0.3 cm path length (Hellma). Scattering was initially observed for a sample containing approximately twice the final protein concentration in buffer containing no phenylpropenamide or NaCl. After ca. 50s, phenylpropenamide was mixed with the sample so that phenylpropenamide and protein were at twice their final concentrations. After a second observation period of ca. 50s, an equal volume of buffer with twice the final NaCl concentration was added. Light scattering is reported in arbitrary units. All experiments were repeated three times with the exception of the 0.5 and 1.25uM phenylpropenamide experiments, which were only performed twice at 300 and 500mM NaCl. After light scattering experiments, samples were incubated at 37°C for 24 hours for size exclusion experiments.
Size Exclusion Chromatography (SEC)
After conducting LS experiments, samples were incubated for 24 hours to allow the reactions to approach equilibrium. Previous studies have shown that there is no significant increase in product concentration of Cp149 assembly reactions with longer incubation times; similar experiments have shown that assembly reactions in the presence of the phenylpropenamides reach steady state in approximately half that time. SEC for long-term kinetic and equilibrium experiments was performed using a 21 ml Superose-6 column equilibrated with 50 mM HEPES pH 7.5 and 0.15 M NaCl. The column was mounted on a Shimadzu-HPLC system equipped with a temperature-controlled autoinjector to facilitate the long time courses and many samples. Equilibrated samples from light scattering experiments were quantified to determine the concentrations of reaction products after 24 hours; Cp149 alone shows no further increase in product concentration beyond 24 hours, and assembly reactions in the presence of the phenylpropenamides reached a constant concentration of capsid in less than half that incubation period (25). Long term kinetic experiments were performed by sampling a single reaction mix at every hour and separating reactants and products as described.
Calculation of Kinetic and Thermodynamic Parameters
SEC chromatographs at 280nm were quantified after manual baseline correction using the supplied LCSolutions software for the quantification of reactants and products (Shimadzu). The concentrations of assembled capsid and free dimer subunit were used to determine the apparent dissociation constant and the pairwise contact energies between subunits as described previously (10). Briefly, capsid assembly was considered an equilibrium reaction of 120 dimers assembling into a single capsid, from which the equilibrium constant Kcapsid can be expressed as
| (1) |
Given the capsid geometry, wherein 120 tetravalent subunits form 240 pairwise contacts, a statistical term that describes this degeneracy can be used to derive the bimolecular Kcontact as follows:
| (2) |
Where Πjsi for a 120 subunit T = 4 HBV capsid is 2119/120. From this value, the pairwise contact energies for assembly under a given set of conditions can be determined by
| (3) |
where R is the gas constant and T is temperature in degrees Kelvin. An additional useful value, KD,, can be determined from Kcapsid. KD,app is the apparent dissociation constant, where concentrations of dimer and capsid are equal. KD,app is thus determined by the following:
| (4) |
Capsid assembly can be modeled as a variation of classical polymer theory (44). As assembly depends on the interactions of many subunits, below a pseudocritical concentration of subunit, capsids will not form. However, the concentration of free subunit varies with total subunit concentration and is thus an inconvenient value for assembly reaction comparisons. We had previously used the apparent dissociation constant, KD,app (Equation 4) as an index of assembly stability. Unfortunately, KD,app occurs at the point where free subunit concentration just begins to plateau and capsids just begin to appear, making the molar quantities difficult to determine. For this reason we now define a new index, K10, that is approximately equal to the experimentally observable pseudo-critical concentration of free subunit and is readily calculable. Formally, K10 is the concentration of free subunit when the equilibrated concentration of assembled capsid is at high excess compared to KD,app, arbitrarily defined here as ten times KD,app.
| (5a) |
| (5b) |
The influence of effectors on capsid assembly can be quantified from the change in capsid stability. The average change of subunit contact energy in the presence of the phenylpropenamides can be converted to a weighted average of the contact energies of free and compound-bound Cp dimers, or
| (6) |
where χbound is the fraction of subunits bound to the assembly effector (23).
Kinetic parameters were derived from light scattering traces. Early time points were visually inspected to determine the region of greatest quantifiable slope. A linear regression of these points provided a numerical value for this maximum slope that was used in subsequent calculations of kinetic index (Equation 3), a dimensionless number relating the observed reaction rate to effector concentration. This was calculated as:
| (7) |
where slopemax is the maximum slope of the LS trace in arbitrary units for a given reaction, and [assembly effector] is the micromolar concentration of compound tested in the reaction.
Electron Microscopy
Samples from light scattering experiments were adsorbed to glow-discharged carbon over paralodian copper grids (EM Sciences). Samples were negatively stained with 2% uranyl acetate and visualized with a JEOL 1010 transmission electron microscope equipped with a 4Kx4K Gatan CCD camera.
Sucrose Gradients
HBV assembly reactions of 5uM Cp149 with or without 20mM B-21 were assembled with 0.5M NaCl and allowed to equilibrate for 24 hr at 37°C. Samples were then loaded on a 10%–40% (w/v) continuous SW40 sucrose gradient and centrifuged at 150,000xg at 19°C for 4 hours (43). Gradients were harvested from the bottom into ~300uL fractions. Samples were run on SDS-PAGE gels and silver stained; band intensity was quantified using ImageJ (45).
Acknowledgments
This work was supported by the National Institute of Health Grants AI077323 and AI067417.
References
- 1.Katen SaZA. The Thermodynamics of Virus Capsid Assembly. Methods Enzymol. 2009;455:395–417. doi: 10.1016/S0076-6879(08)04214-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Ganem D, Schneider RJ. Hepadnaviridae: The Viruses and Their Replication. 4. Lippincott Williams & Wilkins; Philadelphia: 2001. [Google Scholar]
- 3.Ganem D, Prince AM. Hepatitis B Virus Infection--Natural History and Clinical Consequences. N Engl J Med. 2004;350:1118–1129. doi: 10.1056/NEJMra031087. [DOI] [PubMed] [Google Scholar]
- 4.Seeger C, Mason WS. Hepatitis B virus biology. Microbiol Mol Biol Rev. 2000;64:51–68. doi: 10.1128/mmbr.64.1.51-68.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Yeh CT, Liaw YF, Ou JH. The arginine-rich domain of hepatitis B virus precore and core proteins contains a signal for nuclear transport. J Virol. 1990;64:6141–6147. doi: 10.1128/jvi.64.12.6141-6147.1990. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Lan YT, Li J, Liao W, Ou J. Roles of the three major phosphorylation sites of hepatitis B virus core protein in viral replication. Virology. 1999;259:342–348. doi: 10.1006/viro.1999.9798. [DOI] [PubMed] [Google Scholar]
- 7.Kann M, Sodeik B, Vlachou A, Gerlich WH, Helenius A. Phosphorylation-dependent binding of hepatitis B virus core particles to the nuclear pore complex. J Cell Biol. 1999;145:45–55. doi: 10.1083/jcb.145.1.45. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Caspar DLD, Klug A. Physical principles in the construction of regular viruses. Cold Spring Harbor Symp Quant Biol. 1962;27:1–24. doi: 10.1101/sqb.1962.027.001.005. [DOI] [PubMed] [Google Scholar]
- 9.Zlotnick A. To build a virus capsid. An equilibrium model of the self assembly of polyhedral protein complexes. J Mol Biol. 1994;241:59–67. doi: 10.1006/jmbi.1994.1473. [DOI] [PubMed] [Google Scholar]
- 10.Ceres P, Zlotnick A. Weak protein-protein interactions are sufficient to drive assembly of hepatitis B virus capsids. Biochemistry. 2002;41:11525–11531. doi: 10.1021/bi0261645. [DOI] [PubMed] [Google Scholar]
- 11.Zhang T, Schwartz R. Simulation study of the contribution of oligomer/oligomer binding to capsid assembly kinetics. Biophys J. 2006;90:57–64. doi: 10.1529/biophysj.105.072207. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Stray SJ, Ceres P, Zlotnick A. Zinc ions trigger conformational change and oligomerization of hepatitis B virus capsid protein. Biochemistry. 2004;43:9989–9998. doi: 10.1021/bi049571k. [DOI] [PubMed] [Google Scholar]
- 13.Hagan MF, Chandler D. Dynamic Pathways for Viral Capsid Assembly. Biophys J. 2006 doi: 10.1529/biophysj.105.076851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Rossmann MG. Constraints on the Assembly of Spherical Virus Particles. Virology. 1984;36:1–11. doi: 10.1016/0042-6822(84)90267-8. [DOI] [PubMed] [Google Scholar]
- 15.Schwartz R, Shor PW, Prevelige PEJ, Berger B. Local rules simulation of the kinetics of virus capsid self-assembly. Biophys J. 1998;75:2626–2636. doi: 10.1016/S0006-3495(98)77708-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Dykeman EC, Stockley PG, Twarock R. Dynamic Alloetery Controls Coat Protein Conformer Switching during MS2 Phage Assembly. J Mol Biol. 2010;395:916–923. doi: 10.1016/j.jmb.2009.11.016. [DOI] [PubMed] [Google Scholar]
- 17.Twarock R. A tiling approach to virus capsid assembly explaining a structural puzzle in virology. J Theor Biol. 2004;226:477–482. doi: 10.1016/j.jtbi.2003.10.006. [DOI] [PubMed] [Google Scholar]
- 18.Zlotnick A, Johnson JM, Wingfield PW, Stahl SJ, Endres D. A theoretical model successfully identifies features of hepatitis B virus capsid assembly. Biochemistry. 1999;38:14644–14652. doi: 10.1021/bi991611a. [DOI] [PubMed] [Google Scholar]
- 19.Porterfield J, Dhason MS, Loeb DD, Nassal M, Stray SJ, Zlotnick A. Full-length hepatitis B virus core protein packages viral and heterologus RNA with similarly high levels of cooperativity. J Virol. 2010;84:7174–7184. doi: 10.1128/JVI.00586-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Packianathan C, Katen SP, Dann CR, 3rd, Zlotnick A. Conformational Changes in the Hepatitis B Virus Core Protein are Consistent with a Role for Allostery in Virus Assembly. J Virol. 2010;84:1607–1615. doi: 10.1128/JVI.02033-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Freund SMV, Johnson CM, Jaulent AM, Ferguson N. Moving towards high-resolution descriptions of the molecular interactions and structural rearrangements of the human hepatitis B core protein. J Mol Biol. 2008;384:1301–1313. doi: 10.1016/j.jmb.2008.10.020. [DOI] [PubMed] [Google Scholar]
- 22.Stray SJ, Bourne CR, Punna S, Lewis WG, Finn MG, Zlotnick A. A heteroaryldihydropyrimidine activates and can misdirect hepatitis B virus capsid assembly. Proc Natl Acad Sci U S A. 2005;102:8138–8143. doi: 10.1073/pnas.0409732102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Bourne CR, Lee S, Venkataiah B, Lee A, Korba B, Finn MG, Zlotnick A. Small-Molecule effectors of Hepatitis B Virus Capsid Assembly Give Insight into Virus Life Cycle. J Virol. 2008;82:10262–10270. doi: 10.1128/JVI.01360-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Bourne C, Finn MG, Zlotnick A. Global structural changes in hepatitis B capsids induced by the assembly effector HAP1. J Virol. 2006;80:11055–11061. doi: 10.1128/JVI.00933-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Zlotnick A, Ceres P, Singh S, Johnson JM. A small molecule inhibits and misdirects assembly of hepatitis B virus capsids. J Virol. 2002;76:4848–4854. doi: 10.1128/JVI.76.10.4848-4854.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Stray SJ, Zlotnick A. BAY 41-4109 has multiple effects on Hepatitis B virus capsid assembly. J Mol Recognit. 2006;19:542–548. doi: 10.1002/jmr.801. [DOI] [PubMed] [Google Scholar]
- 27.King RW, Ladner SK, Miller TJ, Zaifert K, Perni RB, Conway SC, Otto MJ. Inhibition of human hepatitis B virus replication by AT-61, a phenylpropenamide derivative, alone and in combination with (−)beta-L-2′,3′-dideoxy-3′-thiacytidine. Antimicrob Agents Chemother. 1998;42:3179–3186. doi: 10.1128/aac.42.12.3179. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Perni RB, Conway SC, Ladner SK, Zaifert K, Otto MJ, King RW. Phenylpropenamide derivatives as inhibitors of hepatitis B virus replication. Bioorg Med Chem Lett. 2000;10:2687–2690. doi: 10.1016/s0960-894x(00)00544-8. [DOI] [PubMed] [Google Scholar]
- 29.Delaney WEt, Edwards R, Colledge D, Shaw T, Furman P, Painter G, Locarnini S. Phenylpropenamide derivatives AT-61 and AT-130 inhibit replication of wild-type and lamivudine-resistant strains of hepatitis B virus in vitro. Antimicrob Agents Chemother. 2002;46:3057–3060. doi: 10.1128/AAC.46.9.3057-3060.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Feld JJ, Colledge C, Sozzi V, Edwards R, Littlejohn M, Locarnini SA. The phenylpropenamide derivative AT-130 blocks HBV replication at the level of viral RNA packaging. Antiviral Res. 2007;76:168–177. doi: 10.1016/j.antiviral.2007.06.014. [DOI] [PubMed] [Google Scholar]
- 31.Stray SJ, Johnson JM, Kopek BG, Zlotnick A. An in vitro fluorescence screen to identify antivirals that disrupt hepatitis B virus capsid assembly. Nat Biotechnol. 2006;24:358–362. doi: 10.1038/nbt1187. [DOI] [PubMed] [Google Scholar]
- 32.Zlotnick A, Lee A, Bourne CR, Johnson JM, Monanico PL, Stray SJ. In vitro screening for molecules that affect virus assembly (and other protein association reactions) Nat Protoc. 2007;2:490–498. doi: 10.1038/nprot.2007.60. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Bruinsma RF, Gelbart WM, Reguera D, Rudnick J, Zandi R. Viral self-assembly as a thermodynamic process. Phys Rev Lett. 2003;90:248101. doi: 10.1103/PhysRevLett.90.248101. [DOI] [PubMed] [Google Scholar]
- 34.Rapaport DC. Role of reversibility in viral capsid growth: a paradigm self-assembly. Phys Rev Lett. 2008;101 doi: 10.1103/PhysRevLett.101.186101. [DOI] [PubMed] [Google Scholar]
- 35.Tanford C. Physical Chemistry of Macromolecules. John Wiley and Sons, Inc; Hoboken, NJ: 1961. [Google Scholar]
- 36.Hahn DW. Light Scattering Theory. Department of Mechanical and Aerospace Engineering, University of Florida; 2004. [Google Scholar]
- 37.Ceres P, Stray SJ, Zlotnick A. Hepatitis B Virus Capsid Assembly is Enhanced by Naturally Occurring Mutation F97L. J Virol. 2004;78:9538–9543. doi: 10.1128/JVI.78.17.9538-9543.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Deres K, Schroder CH, Paessens A, Goldmann S, Hacker HJ, Weber O, Kramer T, Niewohner U, Pleiss U, Stoltefuss J, Graef E, Koletzki D, Masantschek RN, Reimann A, Jaeger R, Gross R, Beckermann B, Schlemmer KH, Haebich D, Rubsamen-Waigmann H. Inhibition of hepatitis B virus replication by drug-induced depletion of nucleocapsids. Science. 2003;299:893–896. doi: 10.1126/science.1077215. [DOI] [PubMed] [Google Scholar]
- 39.Endres D, Zlotnick A. Model-based Analysis of Assembly Kinetics for Virus Capsids or Other Spherical Polymers. Biophys J. 2002;83:1217–1230. doi: 10.1016/S0006-3495(02)75245-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Bourne C, Katen SP, Fultz MR, Pachianathan C, Zlotnick A. A Mutant Hepatitis B Virus Core Protein Mimics Inhibitors of Icosahedral Capsid Self-Assembly. Biochem. 2009;48:1736–1742. doi: 10.1021/bi801814y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Basnak G, Morton V, Rolfsson Ó, Stonehouse NJ, Ashcroft AE, Stockley PG. Viral Genomic single-steanded RNA Directs the Pathway Toward a T = 3 Capsid. J Mol Biol. 2010;395:924–936. doi: 10.1016/j.jmb.2009.11.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Zlotnick A, Cheng N, Conway JF, Booy FP, Steven AC, Stahl SJ, Wingfield PT. Dimorphism of Hepatitis B Virus Capsids Is Strongly Influenced by the C-Terminus of the Capsid Protein. Biochemistry. 1996;35:7412–7421. doi: 10.1021/bi9604800. [DOI] [PubMed] [Google Scholar]
- 43.Zlotnick A, Palmer I, Stahl SJ, Steven AC, Wingfield PT. Separation and Crystallization of T=3 and T=4 Icosahedral Complexes of the Hepatitis B Virus Core Protein. Acta Cryst D. 1999;55:717–720. doi: 10.1107/s090744499801350x. [DOI] [PubMed] [Google Scholar]
- 44.Oosawa F, Asakura S. Thermodynamics of polymerization of protein. Academic Press; London: 1975. [Google Scholar]
- 45.Rasband WS. ImageJ. U.S. National Institutes of Health; Bethseda, Maryland, USA: 1997–2005. [Google Scholar]





