Modeling of the assembly of PHF-core tau monomers on an oligomeric template
A tau295-391 monomer was constructed using the AD PHF structure (PDB 5O3L) by modeling the additional residues 295-306 and 379-391 (13). Initially, thirty independent 10-ns simulations were performed and analyzed using principal component analysis (PCA) of residue fluctuations to identify common assembly trajectories.16 This permitted the identification of twenty clusters (Table S1) comprising 380 protein conformations. A core pentamer comprising tau306-378 based on PDB 5O3L was used as a template to investigate the mechanism of oligomer elongation (Figure 1 and Supplementary Figure S1). The simulation was performed in two stages: first, to identify the initial anchoring site of the monomer; second, to examine its incorporation into the pentamer using nudged elastic band MD simulations.
The tight hairpin loop of Val337-Gly355 (Figure 1, Frame 1, cyan) constitutes the site of initial contact between the monomer and the assembled PHF model. This sequence contains numerous charged residues, including four acidic (Asp and Glu), five basic (Lys and Arg) and three polar (Ser and Gln) side chains. Attractive electrostatic forces contribute to the initial anchoring of the monomer to the core template. The monomer remains in a partially disordered state following anchoring of the hairpin. Over a 40-ns simulation period, the more freely mobile N- and C-terminal arms slowly unraveled (Figure 1, Frame 44). A key step in commencing the zipper-like formation of the β-sheets17 is the flipping of Pro332 from trans to cis and then back to a trans state18 (Supplementary Figure S2), which allows the residues His329, His330 and Lys331 to rearrange from internal interactions within the monomer to those important in stabilizing the oligomer (Supplementary Figure S3). Next, the N-terminal (Val306-Lys321) and C-terminal (Gly367-Phe378) arms collapse onto the template, driven by electrostatic interactions and the maintenance of a preferential binding conformation through hydrophobic interactions.19 The zipper-like closure is assisted through the formation of hydrogen bonds between Asp314 and Gln307 in the monomer and Lys370, Lys375 and Thr377 in the oligomer. These hydrogen bonding motifs help bring together the two terminal arms while an intricate network of hydrogen bonds between residue side chains and the backbone is formed. In addition, the hydrophobic residues (Ile308, Tyr310 and Pro312) toward the N-terminus form well-packed hydrophobic interactions with C-terminal residues (Leu376 and Phe378) (Supplementary Figure S4).
Immunochemical analysis of the assembly
We developed a panel of single-chain antibody fragments (scAbs) that recognize linear epitopes spanning most of the core tau unit (Figure 1) and used these to investigate epitope availability via dot immunoblotting over the course of the assembly of tau297-391 (dGAE) in vitro (6). According to the predicted folding pathway, epitopes closer to the tight hairpin loop (residues 337-355 recognized by 1D12) should become occluded earlier in the course of assembly than epitopes located in the N- and C-terminal arms of the core unit. The epitopes recognized by CE2 (residues 319-331) and CA4 (residues 355-367) on either side of the hairpin had limited availability, even beginning at time zero, consistent with partial folding and oligomerization in solution (Figure 2). The low CE2 signal at time zero and subsequent loss of immunoreactivity are consistent with a rapid change in the conformation of the monomer, modeled in the first ten frames of assembly (Supplementary Figure S5). This step was followed by a reduction in the distance in the final assembled configuration to 2 Å, after which the epitope became completely inaccessible. The CA4 epitope is partially occluded at time zero, as it is wrapped around residues 321-343. The epitopes for 1G2 (residues 367-379) and E2E8 (residues 379-391) become occluded later during the course of assembly. The immunoreactivity of the 1D12 epitope, which is the primary monomer capture site, is initially high and then decreases by approximately half over the course of assembly. Modeling suggested that this region remains accessible and suitable for antibody binding prior to assembly and, to a lesser extent, following assembly.
Characterization of the HMT-binding pocket
We hypothesized that the ability of HMT to inhibit assembly might be explained by the stabilization of transient cryptic ligand-binding pockets by ligand-induced conformational funnelling.20 Using tau295-391, we identified a single complex (HMT-protein complex 3) (Figure 3, Supplementary Figure S6 and Tables S2 and S3) in which HMT remained tightly bound, and the RMSD between the start of the MD simulation and after 100 ns was 1.2 Å.
Tau295-391 is stabilized by HMT in a compact, folded conformation that lacks any β-strands and is very different from the extended conformation required for the monomer to align with the PHF core template (Figure 3). Within the 1D12 epitope, HMT interacts with Lys347 and Lys343 through π-cation interactions with the aromatic rings of HMT. Within the 1G2 epitope, HMT interacts with Thr373 via a hydrogen bond between the side chain oxygen and the NH in the central ring of HMT. These interactions with HMT bring the 1D12 and 1G2 binding regions of the tau molecule into closer proximity to each other. In the HMT-bound state, the total water-accessible surface area is reduced by 20%, from approximately 10,223 Å2 to approximately 8,014 Å2. This surface area reduction results in a decrease in both polar (22%) and hydrophobic (21%) surface areas, indicating that the driving forces responsible for this conformation are the formation of intramolecular hydrogen bonds and hydrophobic collapse.21
Pharmacophore modeling of the cryptic druggable pocket and its use in identifying novel inhibitors
The HMT binding site was determined to be 70% druggable,22 i.e., to have a favorable fraction of hydrophobic solvent-accessible surface area. We developed a pharmacophore model based on the key residues to assist with the rational design of novel TAIs. The HMT-binding pocket is predominantly hydrophobic in nature (Phe378, Phe346, Val350, Leu315, Ile354, Ile371). A number of residues can potentially form hydrogen bonds with a molecule bound within this pocket, including Lys347, Thr373, Leu315 and the NH of Glu372. The interactions with Lys347, Lys343 and Thr373 have been noted above. We exploited the shape, hydrogen bonding and lipophilic features observed with HMT to design alternative TAIs in the pharmacophore model.
Using computer-aided drug design approaches, we identified a thiazole core as a suitable heterocyclic replacement for the central ring of HMT. A representative range of candidates was tested in a cell-based tau aggregation screening assay.23 In this assay, 1 µM methylthionine (MT) decreased aggregation by 90.4%. Of the 18 compounds tested, compound 17 decreased the level of tau aggregation in the cell assay by 73.4%, with the data for the other compounds shown in the table (Supplementary Figure S7 and Table 1).
A comparison of the inhibitory activities of the tested thiazole derivatives revealed that interactions with Lys343 via hydrogen bonding and p-cation interactions are important for determining potency. The orientation of the sulfonamide oxygen atoms is key to obtaining the desired hydrogen bond with the backbone carbonyl of Lys343. Substituting a methyl group onto amide 1 to produce amide 6 consistently increases potency. A small alkyl substituent is adequate for binding into the lipophilic pocket toward Phe378. The sulfonamide affects the ability of the amide moiety to form a hydrogen bond with the NH of Thr373. Compound 17 fulfills several of the required binding features, including the sulfonamide oxygen hydrogen bonding to the Glu372 backbone NH, the amide carbonyl forming a hydrogen bond to the Lys347 backbone NH and the pyrazole forming a hydrogen bond to the NH of Thr373 and the carbonyl backbone of Leu315. Additionally, the phenyl substituent on the pyrazole neatly binds to the lipophilic pocket, forming a face-edge p stack with Phe378, and is well positioned to interact with Lys343 through p-cation interactions. Therefore, the pharmacophore model was developed on the basis that HMT binding permits identification of compounds unrelated chemically to HMT that are able to inhibit core tau assembly.
Immunochemical confirmation of TAI activity
As a separate confirmation of activity, an aqueous-phase ELISA was used to measure TAI activity via the binding of aqueous-phase tau297-391 (dGAE) to a solid-phase tau297-390 (dGA) substrate. Immunoreactivity was measured before and after the assembly of dGAE in the presence or absence of either HMT or compound 17. All epitopes were available for antibody binding in the soluble dGAE preparation prior to assembly (Figure 4). Following the assembly of dGAE, the CA4 and CE2 epitopes became almost completely unavailable, whereas the availability of the epitopes for 1G2 and 1D12 was substantially reduced, consistent with the immunoblot analyses (Figure 2). When core tau assembly was performed in the presence of HMT, assembly-dependent occlusion of these epitopes did not occur. The CE2 epitope became available to a greater extent in the HMT-treated sample than in the soluble pre-assembly sample, suggesting reversal of partial oligomerization in solution prior to induction of assembly. The 1G2 epitope remained partially occluded in the HMT assembly, consistent with Thr373 (within the 1G2 epitope), being a critical HMT binding site. Epitope exposure was less complete for compound 17. Although comparable to HMT, as measured by 1G2 immunoreactivity, there was only partial exposure of the CA4 and 1D12 epitopes. Whereas HMT binding prevented the conformational changes in the CE2 epitope responsible for the early loss of immunoreactivity, this was not the case for compound 17, a feature that may account for the decreased potency of this compound.