Abstract
Tau-related dementias appear to involve specific to each disease aggregation pathways and morphologies of filamentous tau assemblies. To understand etiology of these differences, here we elucidate molecular mechanism of formation of tau PHFs based on the PMO theory of misfolding and aggregation of pleiomorphic proteins associated with neurodegenerative diseases. In this model, fibrillization of tau is initiated by the coupled binding and folding of the MTB domains that yields antiparallel homodimers, in analogy to folding of split inteins. The free energy of binding is minimized when the antiparallel alignment brings about backbone-backbone H-bonding between the MTBD segments of similar “strand” propensities. To assess these propensities, a function of the NMR shielding tensors of the Cα atoms is introduced as the folding potential function FPi; the Cα tensors are obtained by the quantum mechanical modeling of protein secondary structure (GIAO//B3LYP/D95**). The calculated FPi plots show that the “strand” propensities of the MBTD segments, and hence the homodimer's register, can be affected by the relatively small changes in the environment's pH, as a result of protonation of MBTD's conserved histidines. The assembly of the antiparallel tau dimers into granular aggregates and their subsequent conversion into the parallel cross-β structure of paired helical filaments is expected to follow the same path as the previously described fibrillization of Aβ. Consequently, the core structure of the nascent tau fibril is determined by the register of the tau homodimer. This model accounts for the reported differences in (i) fibril-core structure of in vivo and in vitro filaments, (ii) cross-seeding of isoforms, (iii) effects of reducing/non-reducing conditions, (iv) effects of PHF6 mutations, and (v) homologs' aggregation properties. The proposed model also suggests that in contrast to Alzheimer's and chronic traumatic encephalopathy disease, the assembly of tau prions in Pick's disease would be facilitated by a moderate drop in pH that accompanies e.g., transit in the endosomal system, inflammation response or an ischemic injury.
Introduction
Aberrant proteostasis appears to be at the core of a host of neurodegenerative and mental disorders, from Alzheimer's to schizophrenia (Bradshaw and Korth, ). Thus, a thorough understanding of what makes some proteins prone to aberrant folding may be necessary to meet one of the most pressing challenges of modern times. Unfortunately, our current understanding of protein folding and misfolding is limited for want of a physicochemical theory of protein secondary and tertiary structure (Baldwin and Rose, ). Recognizing these limitations, an attempt was recently made to construct such a theory, using the PMO theory-informed approach and focusing on the electronic configuration and hyperconjugation of the peptide amide bonds (Cieplak, ). To capture the effect of polarization of peptide linkages on the conformational and H-bonding propensity of the polypeptide backbone, a function of the NMR shielding tensors of the Cα atoms was introduced as the folding potential function FPi. The FPi function proved to be an effective tool to investigate conformational behavior of the intrinsically disordered and pleiomorphic proteins, revealing a common pattern of backbone density distribution in the amyloidogenic regions of several highly pleiomorphic proteins associated with neurodegenerative diseases: amyloid beta Aβ, tau, α-synuclein αS, and mammalian prions PrPC. A common molecular model of aggregation of these proteins was consequently proposed (Cieplak, ).
Here we apply this model to address the complexities of polymerization of tau. There is a growing recognition of the role of tau in a wide range of brain proteinopathies and consequently a growing interest in the structure and the mechanism of self-replication and cell-to-cell transmission of tau prions (Bemporad and Chiti, ; del Carmen Cárdenas-Aguayo et al., ; Hasegawa, ; Wang and Mandelkow, 2016; Goedert and Spillantini, ; Goedert et al., ; Guo et al., ; Nizynski et al., ; Ayers et al., ; Demaegd et al., ; Gao et al., ; Sebastién-Serrano et al., ). Fibrillization of tau appears broadly similar to the fibrillization of Aβ and αS but relatively few details are available concerning its early stages and the nature of low-order oligomers (Pavlova et al., ; Eschmann et al., ; Huang et al., ). It is believed that fibrillization is initiated by the dimerization of tau (Friedhoff et al., ; Sugino et al., ; Kumar et al., ) which, it is now reported, may involve a host of seeding-competent monomer conformers that encode strains of tau prions (Mirbaha et al., ; Sharma et al., ). The dimerization is followed by the assembly of dimers into granular aggregates (Maeda et al., ; Ren and Sahara, ; Karikari et al., ) and subsequent conversion of these aggregates into filaments. The process apparently involves divergent paths of dimerization and oligomerization since the tau-related dementias are found to involve specific to each disease aggregation pathways and morphologies of filamentous tau assemblies (Sanders et al., ; Dujardin et al., ). Thus, the cryo-EM investigation has recently shown that paired helical filaments of tau isolated from the brains of Pick's, Alzheimer's and chronic traumatic encephalopathy (CTE) patients are considerably different in their fibril-core structure (Fitzpatrick et al., ; Falcon et al., , ), while the in vitro heparin-induced fibrillization of the 4R isoform was found to yield a heterogenous mixture of several types of filaments, none in the Pick or Alzheimer fold (Fichou et al., ; Kjaergaard et al., ; Zhang et al., 2018). The filamentous deposits of tau can also be different in terms of the isoform composition which turns out to be specific to each disease as well. For instance, Pick's filaments contain only 3R isoforms, progressive supranuclear palsy filaments only 4R isoforms, while Alzheimer's filaments contain both 3R and 4R isoforms. The reasons for the presence or absence of barriers to cross-seeding of the 3R and 4R aggregates are not well-understood (Adams et al., ; Siddiqua et al., ; Yu et al., 2012; Kumar and Udgaonkar, ; Weismiller et al., 2018). In this paper, we describe molecular mechanism of fibrillization of tau which attributes the observed diversity of fibril morphology and asymmetric cross-seeding barriers to the variation in the pattern of backbone polarization and the concomitant variation in the conformational and H-bonding propensity of the amyloidogenic region of tau. The hypothesis is based on the investigation of the folding potential FPi profiles for the MTB domains of tau and a few truncated tau constructs.
Computational Methods. A Protocol for Evaluation of Secondary Structure Propensity
The folding potential function FPi is a function of the NMR shielding tensors of the Cα atoms, σ(Cα)Xaa, which were obtained by quantum mechanical modeling of protein secondary structure. The calculations were carried out using the oligopeptides AcGXaaGGGNH2 and AcGGGGGXaaNHMe as the models of the 310-helix and the hairpin with the type Ib reverse turn, respectively, at the B3LYP/D95** level of the theory [Gaussian 98, Revisions A.3, A.7, A11.2 (Frisch et al., )], according to the protocol described previously in Cieplak (). The canonical and covalently modified residues Xaa (the L-amino acid series) of the hexapeptide hairpin and the pentapeptide helix were systematically varied, taking into account side chain conformations (Kyte, ) and ionization state when appropriate, to yield the total of 141 congener structures. To compute the NMR shielding tensors using the atomic coordinates of the obtained structures, the B3LYP/D95** and GIAO (Gauge-Independent Atomic Orbital) methods were employed. The obtained σ(Cα)Xaa tensor values are used to quantify the relationship between the density distribution and the conformational and H-bonding propensity of the polypeptide backbone via construction of the folding potential function FPi. The folding constants σXaa are first derived from the linear normalization of the mean σ(Cα)Xaa tensor values to the scale where the σPro constant for proline is −1 and the σGly constant for glycine is 1, see Table 1. The folding potential at the residue i, FPi, is then defined as the averaged sum of the mean μi and standard deviation σi of the constants σXaa within the three-(i−1, i, i+1) and five-(i−2, i−1, i, i+1, i+2)-residue windows:
In addition, the slope of the folding potential at the residue i, ΔFPi−1→i+1, is approximated by the difference of the folding potential at the residues i−1 and i+1:
While the folding potential function FPi does not carry any information about the constraints introduced e.g., by the hydrophilic residues or by proline and obviously does not take into account any side chain-side chain interactions, the FPi and FPi vs. ΔFPi−1→i+1 plots were found to identify essential elements of the secondary and tertiary structure of proteins when two theories of solutions, the Onsager theory of solute-solvent polarization (Onsager, ) and the Debye-Hückel theory of dilute solutions of strong electrolytes (Debye and Hückel, ), are taken into account. The main features of this model are summarized in Figure 1 which comprises basic elements of the previously described theory (Cieplak, ).
Table 1
| Xaa | σXaa | Xaa | σXaa |
|---|---|---|---|
| A | 0.1898 | K | −0.0772 |
| C | −0.4989 | L | −0.0441 |
| C[SMe] | −0.0403 | M | −0.2143 |
| D | 0.1293 | N | 0.0296 |
| D− | −0.1087 | P | −1 |
| E | 0.1889 | Q | −0.2485 |
| E− | −0.4847 | R | 0.1683 |
| F | −0.4289 | S | −0.4700 |
| G | 1 | T | −0.9066 |
| H | −0.2917 | V | −0.7703 |
| H+ | 0.2584 | W | −0.2704 |
| I | −0.7647 | Y | −0.3981 |
Folding constants σXaa of the canonical amino acids:a,b σXaa = {[σ(Cα)Xaa(trans) + σ(Cα)Xaa(–gauche)]—[σ(Cα)Gly + σ(Cα)Pro]}/[σ(Cα)Gly – σ(Cα)Pro].
aEach tensor σ(Cα) is the average of the values obtained with two models of secondary structure, a hairpin (AcGGGGGXaaNHMe/Ib) and a helix (AcGXaaGGGNH2/310), at the GIAO//B3LYP/D95** level of the theory. The mean values for the trans and –gauche conformers of the side chain about the Cα-Cβ bond are taken when appropriate (Kyte, ).
bThe σXaa constants for some covalently modified amino acids are: Ser Oγ-−1.1584, Ser Oγ- approx. −0.6160, Met S(= O)2−0.1101, Lys Nξ-COCH3−0.2518, Val Cβ-CH3−0.9993, Ala Cβ-F3−0.4258, Phe -F5−0.0829, Leu Cδ-F3/Cδ-F3 0.0049, Ala Cβ-CF3 0.2713, Ala Cβ-n-CH2CH2CH3−0.2014, Thr Cβ-NγH2−0.8477, Gly Cα-C=N 0.8893, Gly Cα-C=NO 0.8500, Gly Cα-C=CH 0.6828.
Figure 1
Lastly, binary complexes of oligopeptides (AcAAANHMe)2 and (AcAAAAANHMe)2 were obtained by unconstrained optimization [as described above, at the B3LYP/6-31G* level of the theory, completed by the default convergence criteria of Gaussian98, cf. structures 6a–6d and 7a–7b/8a–8c, respectively, in Cieplak ()]. The individual strands in these complexes were found to optimize either to the C5 or the C7eq (27-ribbon) geometries, and their conformations are same in the antiparallel complexes (C5↑C5↓ or C7eq↑C7eq↓) and mixed in the parallel complexes (C7eq↑C5↑); the antiparallel complexes with mixed strand conformations (C7eq↑C5↓) were found to be unstable in unconstrained optimizations. These findings suggest that the preferred mode of assembly of the two-stranded β-sheets depends on charge polarization of the main chain as well. Accordingly, a mechanism of FPi-directed molecular recognition in formation of β structure is presented in Figure 2 which comprises main elements of the previously described theory (Cieplak, ).
Figure 2
Results and Discussion
(i) Electronic Configuration of the Polypeptide Backbone and the Antiparallel-to-Parallel β Structure Conversion as a Path to Paired Helical Filaments of Tau
According to the PMO theory of misfolding and aggregation of pleiomorphic proteins associated with common brain proteinopathies (Aβ, tau, αS, and PrPC), polymerization of the intrinsically disordered amyloidogenic regions of these proteins depends on the distribution of backbone density which determines conformational and H-bonding propensity of the main chain (Cieplak,
Figure 3

The PMO theory of misfolding and aggregation of pleiomorphic proteins associated with common brain proteinopathies. Based on the PMO theory of protein secondary and tertiary structure (Cieplak,
The pathway which would lead to the assembly of tau PHFs is shown in Figure 3C. In the first stage of the process, the accessible segments of the microtubule binding domain MTBD form long antiparallel two-stranded β-sheets, by analogy to the coupled binding and folding od split inteins (Shah et al.,
It follows that the repeat structure of the amyloidogenic MTB domain, marked by subtle differences in the electronic configuration of the repeat segments of the main chain, is likely to be one source of the observed diversity of tau-fibril morphology. The differences in conformational propensities and aggregation properties of the four repeats of the MTB domain of tau attracted considerable attention (Perez et al.,
Figure 4

Electronic configuration of the polypeptide backbone and secondary structure propensities of MTBD repeats. (A) The FPi vs. ΔFPi−1→i+1 plots for MTBD repeats calculated with σHis = −0.2917. The region of FPi color-coded pale yellow in R1 and R2 corresponds to the ambiguous “strand”/“helix” propensity in water, the region color-coded yellow in R3 and R4 corresponds to “C5 strand” propensity in water. (a) Truncated R1, residues 252–274 (omitted the proline-rich segment 247PVPMP251); (b) R2, residues 275–305; (c) R3, residues 306–336; (d) Appended R4, residues 337–376 (appended 369KKIETHKL376 segment incorporated in some fibril cores). (B) The FPi vs. ΔFPi−1→i+1 plots for MTBD repeats calculated with σHis+ = 0.2584. The data plotted for the same sequences identified above in (A)(a–d), and the FPi regions color-coded as above, indicating water-bound ambiguous “strand”/“helix” propensity in R1, R2, and R4, and water-bound “C5 strand” propensity in R3.
Extensive experimental studies point to R3 as crucial to the initiation of PHFs assembly and the following examination focuses on this repeat. The “barbell”-shaped FPi profile of the V306-K321 segment of R3 shows, Figure 5, two hexapeptide motifs, V306-K311 (PHF6) and S316-K321, which have “C5 strand” propensity in the aqueous buffers. The two hexapeptides are however connected by the string of residues P312-K317 with the helical FPi profile and low FPi so that in water this string can form neither a stable “turn” nor a stable “helix” and the entire segment remains disordered, Figure 5B. Once transferred, however, into a less polar environment e.g., protein interior, membrane interface or a non-polar solvent, the V306-K321 segment acquires “helix” propensity, Figure 5A cf. Figure 1Ba, and it does indeed become helical in TFE solutions (Minoura et al.,
Figure 5

The polarizing effect of the medium, secondary structure propensity of R3, and the mechanism of antiparallel-to-parallel β structure conversion as a path to paired helical filaments of tau. (A) The V306-K321segment of the third repeat is expected to fold into a “helix” in a moderately polarizing environment e.g., in the interior of a microtubule complex. The relation between the polarizing effect of the medium and the secondary structure propensity of the polypeptide backbone is indicated in these diagrams by the color-coded bars, cf. Figure 1B, juxtaposed with the FPi plots. (B) The V306-K321 segment is expected to remain disordered in the aqueous buffers, see text. (C) The V306-K321 segment is stabilized in water in the “C5 strand” configuration by the formation of a two-stranded antiparallel β sheet (binding and folding “gain-of-structure”). The two antiparallel β sheets can in principle be superposed in the parallel alignment as shown in the diagram on the right; (a) The archetypal ‘productive’ homodimer of the amyloidogenic region comprises three β-sheets // and is “appended” by the N-terminal “C7eq strands”; (b) The head-to-tail aggregate of three homodimers folded into a disk-shaped paranucleus. Note the parallel alignment of the two superposed homodimers. (D) The V306-K321 segments lose the “C5 strand” propensity and become disordered when they are placed in a poorly polarizing environment of the protein interior as a result of aggregation of the paranuclei. The antiparallel β sheets dissociate and the rotation about the strand axes yields parallel alignment of the V306-K321 segments. In the highly polarizing environment of the extended β-cross structure, cf. Figure 1B(d), these segments will again attain the “C5 strand” configuration.
The ability to shift secondary structure preference upon the change of environment is essential to tau function but also underlies the “gain-of-structure” process, Figures 5C,D, that ultimately brings about the formation of paired helical filaments. As was mentioned earlier, the segments of MTBD first form long antiparallel two-stranded β-sheets. An example of such a homodimer which comprises three β-sheets // and is “appended” by the N-terminal “C7eq strands,” is shown in Figure 5Ca. The head-to-tail aggregation of those dimers via domain swapping (here interlocking of the N-terminal strands to form the C7eq↑C7eq↓ β-sheets) yields disk-shaped hexameric polymerization nuclei. The circular conformation of these hexamers superposes the two-stranded antiparallel β-sheets on top of each other in the parallel alignment, see Figure 5Cb.
As the polymerization nuclei subsequently assemble into granular aggregates, the V306-K321 segments are transferred from an aqueous environment into a less polar environment of the protein interior and become again disordered, Figure 5D. Consequently, the antiparallel β-sheets (β↑β'↓ and β”↑β”'↓) are destabilized and their strands can rotate about the axes to form the parallel β-sheets (β↑β”↑ and β'↑β”'↑) that extend the cross-β structure, see Figure 5D; the highly polarizing environment of the cross-β structure turns the V306-K321 segments back into the “C5 strands.” Thus, the nascent fibrils of tau comprise two parallel cross-β sheets (protofilaments) which are aligned in the antiparallel fashion, so that the 2-fold symmetry of the original homodimers is retained; the “appended” strands of the dimers (e.g., C7eq in Figure 5Ca) are not incorporated in the cross-β structure. Collapse of a cross-β sheet onto itself, to form a β arcade, may lead to a separation of the two protofilaments and remodeling of the nascent fibrils into a wide range of alternative assemblies. Regardless, the core of the tau fibril is produced by conformational conversion of the antiparallel β structure of the initial homodimer: the composition of the core reflects the register and extension of the β structure of the homodimer.
The mechanism of conformational conversion presented in Figure 5 implies that the fibrillization of tau depends inter alia on the balance between the “C5 strand” and “helix” propensities of R3. For instance, a significant increase in the “C5 strand” propensity may facilitate initial formation of granular aggregates but hinder the subsequent antiparallel-to-parallel β structure conversion. Thus, substitutions, deletions, post-translational modifications etc. in the V306-K321 segment may facilitate or impede fibrillization depending on the effect on this balance. Indeed, replacement of a single residue within PHF6 may (i) modify morphology of filaments, (ii) prevent conversion of granular aggregates into filaments, or (iii) stop aggregation altogether (Naruto et al.,
Figure 6

Electronic configuration of the polypeptide backbone and aggregation properties of single-site mutants of tau PHF6: the FPi vs. ΔFPi−1→i+1 plots and EM morphology. The results obtained by the heparin-induced fibrillization experiments conducted in Tris-HCl buffer at pH 7.6: (A) Mutants forming wild-type filaments. All the mutants retain the “C5 strand” propensity of wt PHF6 (the yellow-color coded region of FPi). (B) Mutants forming short filaments. The “C5 strand” propensity of PHF6 tends to be attenuated compared to the wild type (the pale yellow-color coded region of FPi); the plot on the right-hand side illustrates the effect of mutations on the intensity of thioflavin S fluorescence. (C) Mutants forming granules. The “C5 strand” propensity of PHF6 tends to be increased compared to the wild type (the green-color coded region of FPi). (D) Mutants forming neither granules nor filaments. The “C5 strand” propensity of wt PHF6 is lost, replaced by the “helix” propensity (the red-color coded region of FPi). The inserted images are taken from the articles cited in the text.
(ii) Electronic Configuration of the Polypeptide Backbone and the Divergent Pathways of Fibrillization of the 3R MTB Domain: Tau Inclusions in Alzheimer's, CTE and Pick's Disease
The cryo-EM investigation has recently shown that paired helical filaments of tau isolated from the brains of Pick's, Alzheimer's and chronic traumatic encephalopathy (CTE) patients are considerably different in their fibril-core structure (Fitzpatrick et al.,
First, we examine the FPi plot for R1-R3R4 assuming that these two histidine side chains are not protonated (σHis = −0.2917, Table 1), see Figure 7Aa. The FPi-based assignment of the anticipated secondary structure propensities is indeed in accord with the cryo-EM based assignment of β structure in the tau PHFs isolated from the Alzheimer's and CTE brains, see the “rainbow-color coded” bar immediately below the FPi plot, the Alzheimer-fold diagram on the right-hand side, Figure 7Ab, and the CTE-fold diagrams below, type II and I, Figures 7Ad,e. Note that the CTE isolates are complexes of tau with a hydrophobic cofactor or cofactors; possibly that is why only the minor fraction, type II, retains the 2-fold symmetry of the hypothetical nascent fibril, while the major fraction, type I, lacks this symmetry because of an interface shift.
Figure 7

Electronic configuration of the polypeptide backbone and divergent pathways of fibrillization of 3R isoforms: tau inclusions in Alzheimer's, CTE and Pick's disease. (A) (a) The FPi profile of the tau repeat domain 3R (R1-R3R4), calculated with σHis = −0.2917, indicates “C5 strand” propensity of the segments: V306-K311(β1), L315-K321(β2), I328-H330(β3), V337-E342(β4), L357-H362(β7), K370-T377(β8). The FPi assignment of the secondary-structure propensity is compared to the strand assignment in the Alzheimer's tau fold, see the “rainbow-color coded” bar immediately below the FPi plot; (b) the Alzheimer-fold diagram, taken from Fitzpatrick et al. (
The expected antiparallel homodimer 3R↑3R↓ is shown in Figure 7Ac. The register of dimerization is controlled by “matching” the anticipated “C5 strands” i.e., the R3 and R4 repeats which have similar FPi profiles under these conditions (cf. Figure 4): β1↑β8↓, β2↑β7↓ and β3↑β4↓. The segments L253-G276 (β0 in R1) and L346-K353 (β5 and β6 in R4) are not incorporated in the β antiparallel structure of the dimer, the first remaining “free,” as the unattached “C7eq strand,” and the other forming a loop. The “free” β0 strand is essential to further aggregation via “domain swapping,” cf. Figure 5Cb, and would not be retained in the fibril core. The 2-fold axis of the anticipated homodimer structure is centered between the repeats R3 and R4, and this register correctly places the C322 residues far apart from each other, cf. Figure 7Ab.
The results of polymerization of the truncated tau construct dGAE corroborate the proposed model. The PHFs assembly of dGAE occurs in 10 mM phosphate buffer, pH 7.4, in the absence of the anionic cofactors (Al-Hilaly et al.,
To consider now an alternative homodimer, we examine the FPi plot for R1-R3R4 assuming that the side chains of His268 in R1 and His362 in R4 are protonated (σHis+ = 0.2584, Table 1), see Figure 7Ca. As shown in Figure 4, the His362(0) → His362(+) transition considerably alters the FPi profile of R4 which is now similar to R1 rather than to R3. In fact, the new FPi assignments of secondary structure propensity readily align with the β structure assignment for the tau PHFs isolated from the Pick's brains, see the “rainbow-color coded” bar below the FPi plot, and the Pick-fold diagram on the right-hand side, Figure 7Cb. Thus, at the moderately reduced pH, the register of dimerization is controlled by “matching” the anticipated “C7eq strands” in R1 and R4 repeats: β1↑β8↓ and β2↑β7↓; this register is also stabilized by “matching” the “C5 strands”: β3↑β6↓ and β4↑β5↓, possibly β0↑β9↓ as well. As a result, all the repeats, including R1, are incorporated in the core of the antiparallel β structure of the homodimer, while the role of the “free” strand is assumed by the C-terminal segment, the β00 strand in the FPi plot in Figure 7Ca. The 2-fold axis of the dimer is now centered in the middle of the repeat R3 so that the C322 residues are in register, placed in the homodimer very close to each other, Figure 7Cc.
Again, the results of polymerization of the truncated tau constructs, HPF47 and K19, corroborate the proposed model. Fibrillization of HPF47 and the K19 construct R1-R3R4 occurs in 50mM NH4Ac buffer at pH 7.0, in the presence of the anionic cofactor heparin, and in both cases polymerization is accelerated under the non-reducing conditions (Friedhoff et al.,
These data imply that one possible reason for the divergent fibrillization of tau in Alzheimer's and CTE disease on one hand, and Pick's disease on the other hand, may be the difference in the environment's pH. Interestingly, tau pathology in Alzheimer's initially spreads from entorhinal cortex and locus coeruleus to the hippocampus (Goedert et al.,
(iii) Electronic Configuration of the Polypeptide Backbone and Divergent Pathways of Fibrillization of 4R Isoforms: Heterogeneity of the Heparin-Induced Tau Fibrils and Asymmetric Cross-Seeding Barriers
The presence of an additional repeat segment in the 4R-tau isoforms increases the complexity of the aggregation pathways and raises the issue of co-aggregation and cross-seeding barriers. The recent cryo-EM investigation reveals that the heparin-induced fibrillization of 4R-tau in 30 mM MOPS at pH 7.2 (1 mM AEBSF, with 4 mM TCEP) yields a heterogeneous mixture of filaments formed by the second and third repeats only (Zhang et al., 2018). The plausible homodimer structures which account for the two most abundant PHFs are shown in Figures 8A,C. The first FPi plot (Figure 8Aa, σHis = −0.2917) correctly anticipates the six β strands found in the 4R-snake fibrils, Figure 8Ab. The fourth repeat is assumed to remain outside of the β structure of the homodimer, possibly folded into a β-sheet meander, Figure 8Ac, or into a helix comprising the K340-K353 segment of R4; such a helix would be stabilized by the V337M mutation associated with the familial FTLD, see Figure 8Ad. In any event, the 2-fold axis of the homodimer would be centered between the repeats R2 and R3 and only those two repeats would be incorporated in the fibril core, Figures 8Ac,e.
Figure 8

Electronic configuration of the polypeptide backbone and divergent pathways of fibrillization of 4R isoforms: heterogeneity of the heparin-induced tau fibrils and asymmetric cross-seeding barriers. (A) (a) The FPi profile of the tau repeat domain 4R (R1R2R3R4) calculated with σHis = −0.2917. The FPi assignment of the secondary-structure propensity is compared to the strand assignment in the 4R-snake fold of tau fibrils, see the color-coded bar immediately below the FPi plot; (b) The diagram of the 4R-snake fold, taken from Zhang et al. (2018); (c) The corresponding model of the staggered antiparallel homodimer 4R↑4R↓; (d) The FPi profile of the repeat domain 4R (R1R2R3R4) of the tau V337M. Note the change of the propensity of R4 into “helix”; (e) The corresponding model of the antiparallel homodimer 4R↑4R↓ with R4 folded into “helix”; (f) The model of the antiparallel “non-protonated” heterodimer 4R↑3R↓, notice the lack of 2-fold symmetry. The model implies that the K18 seeds cannot template oligomerization of K19 under these conditions; (g) The model of the antiparallel 3R(+)↓4R↑ heterodimer, notice the lack of 2-fold symmetry. The model implies that K18 seeds cannot template oligomerization of K19 under these conditions either. (B) (a) The FPi profile of the tau repeat domain 4R (R1R2R3R4) calculated with σHis+ = 0.2584 for H299, and selectively induced into “helix” in R2; (b) The FPi profile of R2 bound to microtubule as a “helix” bundle, PDB ID 2mz7; (c) The corresponding model of the staggered antiparallel homodimer 4R↑4R↓; (d) The model of the alternative “non-protonated” 3R↑4R↓ heterodimer. Notice that this heterodimer is seeding-competent according to the underlying PMO theory, Figure 5, which implies that the K19 seeds can template oligomerization of K18; (e) The model of the alternative “protonated” 3R↑4R↓ heterodimer. Notice that this heterodimer is seeding-competent according to the underlying PMO theory, Figure 5, which implies that the K19 seeds can template oligomerization of K18. (C) (a) The FPi profile of the tau repeat domain 4R (R1R2R3R4) calculated with σHis+ = 0.2584. The FPi assignment of the secondary-structure propensity is compared to the strand assignment in the 4R-twister fold of tau fibrils, see the color-coded bar immediately below the FPi plot; (b) The diagram of the 4R-twister fold taken from Zhang et al. (2018); (c) The corresponding model of the staggered antiparallel homodimer 4R↑4R↓; (d) The FPi profile of the repeat domain 4R (R1R2R3R4) of the tau mutant V337M. Notice the change of the propensity of 4R into “helix”; (e) The corresponding model of the antiparallel homodimer 4R↑4R↓ with R4 folded into “helix”; (f) The model of the protonated 3R↑4R↓ heterodimer. Notice that this heterodimer is not seeding-competent according to the underlying PMO theory, Figure 5, which implies that the “protonated” K18 seeds cannot template oligomerization of K19 under these conditions; (g) The model of the 4R(+)↑3R↓ heterodimer. Notice that this heterodimer is not seeding-competent according to the underlying PMO theory, Figure 5, which implies that the “protonated” K18 seeds cannot template oligomerization of K19 under these conditions either. (D) The FPi plots illustrate the hypothetical patterns of “strand” propensities produced by protonation of MTBD histidines (σHis+ = 0.2584) which would be consistent with folding of MTBD into a β helix (cf. Figure 3A). In contrast to the antiparallel alignment, the parallel alignment of a two-stranded β sheet is stabilized, according to the underlying PMO theory see Figure 2, by the backbone-backbone H-bonding between two segments of different “strand” propensities e.g., C7eq↑C5↑. (a) 4R-tau isoform, the diagram shows the corresponding right-handed three-rung β solenoid; (b) 3R-tau isoform, the diagram shows the corresponding right-handed two-rung β solenoid.
So far, there is no report of the 4R fibrils that incorporate the R3-R4 rather than the R2-R3 repeats. The FPi profile of the R2 repeat suggests however that the register of the 4R-tau homodimers can be redirected when a non-polar environment stabilizes helical conformations of the N279-Q288 segment, in particular when H299 is protonated, see Figures 8Ba–c. Thus, some selective interactions with the protein, lipid, polyanionic cofactors or the membrane interface, or even selective polarizing or depolarizing interactions with other segments of tau molecule, could trigger such an alternative fibrillization pathway.
Presently, the reason for the difference in the register of 3R-tau dimers and heparin-induced 4R-tau dimers cannot be ascertained. One may note however that the free energy of backbone-backbone H-bonding could be minimized in the (R2-R3)↑(R2-R3)↓ complex rather than in the (R3-R4)↑(R3-R4)↓ complex, in spite of the more ambiguous “C5 strand” in-water-propensity of R2 compared to R4, because of the more advantageous spacing of its “strand” segments. If this is indeed the case, it follows that the asymmetric barrier to cross-seeding of the truncated constructs K18 and K19 could result from the differences in backbone polarization of the MTBD repeats. Assuming that the “non-protonated” truncated 4R-tau construct K18 adopts the same configuration as the one shown in Figure 8A, K18 seeds are not expected to induce fibrillization of the truncated 3R-tau construct K19: the hypothetical heterodimers lack the 2-fold symmetry and would not be stable enough to be “productive,” see Figures 8Af,g. On the other hand, if the “non-protonated” K19 construct adopts the configuration as the one shown in Figure 7A, K19 seeds can template oligomerization of K18, see Figure 8Bd; this might even be true for the “protonated” K19, Figure 8Be. Regardless, it seems that the 3R and 4R isoforms could co-aggregate under the conditions where His268 and His362 side chains remain neutral.
One plausible way to account for the second most abundant PHF in the heparin-induced fibril mixture, 4R-twister, is to consider protonation of MTBD histidines. The FPi plot (Figure 8Ca, σHis+ = 0.2584) does indeed correctly anticipate the four strands found in the “4R-twister” fibrils, Figure 8Cb. The register of the homodimer is now shifted, the 2-fold axis is now centered in the middle of the repeat R2, while the repeat R4 is likely to fold into a coil or a helix, outside of the antiparallel β structure of the dimer, Figures 8Cc–e. Note that the “helix” fold of the K340-K353 segment can also be stabilized by further drop in pH and Glu− → Glu0 protonation (Cieplak,
Lastly, the FPi plots for both isoforms protonated on all histidines (Figure 8D, σHis+ = 0.2584) suggest the emergence of the pattern of alternating “C7eq strand” and “C5 strand” propensities of MTBD. Hypothetically, this pattern is expected to facilitate formation of a β solenoid: in the parallel alignment of a two-stranded β sheet, the free energy of backbone-backbone H-bonding is minimized by binding the MTBD segments of contrasting “strand” propensities e.g., C7eq↑C5↑, cf. Figures 2, 3A.
(iv) Electronic Configuration of the Polypeptide Backbone and the Aggregation Properties of the MAP Homologs
Tau belongs to the family of homologous microtubule-associated proteins, the closest homolog being MAP2c which, like tau, also forms granular aggregates. In contrast to tau, however, granular aggregates of MAP2c do not convert into fibrils. As was mentioned earlier in section (i), Figure 5, granular aggregates of tau may also lose the capacity to convert into fibrils as a result of a single-site mutation in the PHF6 segment. Interestingly, the FPi plots point in both cases to the same underlying effect. The MTB domain of MAP2c comprises three repeats and so its FPi profile can be directly compared to the FPi profile of the 3R (R1-R3R4) isoform of tau, see Figure 9A. In view of the preceding discussion, one difference stands out amongst overall similarity of the two profiles, see the segment of MAP2c highlighted in red, Figure 9Ab: in place of the 311YKPV314 fragment of the third repeat of tau, the corresponding fragment in MAP2c has the sequence 340TKKI343. The replacement lowers the minimum of FPi and removes the “strand”-perturbing Pro, and the two changes together significantly increase the “C5 strand” propensity in water of the entire segment. As described in section (i), Figure 5, such an increase in the “C5 strand” propensity may facilitate initial formation of granular aggregates but hinder the subsequent antiparallel-to-parallel β structure conversion. Accordingly, MAP2c forms granular aggregates but not fibrils (Xie et al., 2015), just like the PHF6 mutants of 3R-tau Q307Y and I308T which are also characterized by the increase in the “C5 strand” propensity compared to the wild type, and form granular aggregates but not fibrils, cf. Figure 6.
Figure 9

Electronic configuration of the polypeptide backbone and the aggregation properties of MAP homologs. (A) (a) The FPi profile of the 3R (R1-R3R4) isoform of tau and the anticipated secondary structure propensity in water. The adjacent plot of the ThT fluorescence intensity vs. time (blue curve) and the insert show the assembly of PHFs; (b) The FPi profile of MAP2c and the anticipated secondary structure propensity in water. The adjacent plot (red curve) and the insert show that MAP2c does not form PHFs, polymerization stops at the stage of granular aggregates. The green and red arrows point to the retained and altered, respectively, secondary structure assignments; note the marked increase in the “C5 strand” propensity in the segment corresponding to the V306-K321 segment of R3, see the text. (B) (a) The FPi plot for 3R tau-TKKI mutant, see the text, and the anticipated secondary structure propensity in water. The right-hand diagram compares the superposed FPi profiles of PHF6 in WT and mutant protein. The adjacent plot of the ThT fluorescence intensity vs. time (blue curve) and the insert show that the mutant does not form PHFs; (b) The FPi plot for MAP2c-YKPV mutant, see the text, and the anticipated secondary structure propensity in water. The right-hand diagram compares the superposed FPi profiles of the PHF6-like segment in WT and mutant protein. The adjacent plot of ThT fluorescence intensity vs. time (red curve) and the insert show the assembly of fibrils, viz. the white arrows in the insert; (c) The FPi vs. ΔFPi−1→i+1 plots for MAP2c and the MAP2c-YKPV mutant, note the shift in the “C5 strand” propensity, up from the FPi region characteristic for PHF6 mutants that form granular aggregates, Figure 6C, to the region characteristic for PHF6 mutants that form wild-type filaments, Figure 6A; (d) The anticipated “productive” homodimer of the MAP2c-YKPV mutant.
It is sufficient, it turns out, to exchange the YKPV and TKKI tetrapeptides in the sequences of tau and MAP2c in order to completely reverse the aggregation properties of the two proteins: the 3R tau-TKKI mutant forms granular aggregates which do not convert into fibrils, while the MAP2c-YKPV mutant assembles into short fibrils, see Figure 9B (Xie et al., 2015). The change in “strand” propensity due to mutation is highlighted in the diagrams comparing the superposed FPi profiles of the wild type and mutant proteins; this change is less obvious in the FPi vs. ΔFPi−1→i+1 plots, Figure 9Bc. The FPi plot for the MAP2c-YKPV mutant suggests however that the initial “productive” homodimer, Figure 9Bd, would have somewhat different register than the 3R tau homodimer.
Concluding Remarks
The model of head-to-tail association of the antiparallel homodimers into disk-shaped hexamers, and subsequent antiparallel-to-parallel conversion of β structure within the aggregates of such hexamers, cf. Figure 3, was previously introduced (Cieplak,
Surprisingly, this account appears to capture major aspects of morphological diversity in tau fibrillization. It is surprising because the folding potential function FPi focuses solely on the conformational and H-bonding propensity of the polypeptide backbone, ignoring side chain-side chain interactions. In fact, it would clearly be useful on some occasions to complement the FPi plots by showing the distribution of the ionized side chains and potential “steric zipper” segments or the presence of proline and cysteine residues in the sequence. Thus, we do not comment in this paper on the posttranslational modifications and single-site mutations which alter MTBD charge or constrain main-chain geometry. Nonetheless, the outcome of the present investigation does suggest that the interactions dependent on backbone density distribution play an important role in conformational behavior of MTBD. This conclusion is in line with the arguments of the backbone-based theory of protein folding (Rose et al.,
Statements
Author contributions
The author confirms being the sole contributor of this work and has approved it for publication.
Acknowledgments
We thank the administrators of the High-Performance Computer Center at Bilkent University for the assistance in realization of this project. The parallelized version of Gaussian 98, Revision A.7, was installed on the Sun Enterprise 4500 Server by Professor Ulrike Salzner of the Department of Chemistry, Bilkent University. We also thank Professor Kenneth B. Wiberg of the Department of Chemistry, Yale University, for the support and access to the departmental computing facilities.
Conflict of interest
The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
1
AdamsS. J.DeTureM. A.McBrideM.DicksonD. W.PetrucelliL. (2010). Three-repeat isoforms inhibit assembly of four repeat tau filaments. PLoS ONE5:e10810. 10.1371/journal.pone.0010810
2
Al-HilalyY. K.PollackS. J.VadukulD. M.CitossiF.RickardJ. E.SimpsonM.et al. (2017). Alzheimer's disease-like paired helical filament assembly is independent of disulfide crosslinking. J. Mol. Biol.429, 3650–3665. 10.1016/j.jmb.2017.09.007
3
AndronesiO. C.von BergenM.BiernatJ.SeidelK.GriesingerC.MandelkowE.et al. (2008). Characterization of Alzheimer's-like paired helical filaments from the core domain of tau protein using solid-state NMR spectroscopy. J. Am. Chem. Soc.130, 5922–5928. 10.1021/ja7100517
4
AyersJ. I.GiassonB. I.BorscheltD. R. (2018). Prion-like spreading in tauopathies. Biol. Psychiatry83, 337–346. 10.1016/j.biopsych.2017.04.003
5
BaldwinR. L.RoseG. D. (1999). Is protein folding hierarchic? I. Local structure and peptide folding. Trends Biochem. Sci.24, 26–33. 10.1016/S0968-0004(98)01346-2
6
BemporadF.ChitiF. (2012). Protein misfolded oligomers: experimental approaches, mechanism of forming, and structure-toxicity relationships. Chem. Biol.19, 315–327. 10.1016/j.chembiol.2012.02.003
7
BieschkeJ.HerbstM.WiglendaT.FriedrichR. P.BoeddrichA.SchieleF.et al. (2012). Small-molecule conversion of toxic oligomers to non-toxic β-sheet-rich amyloid fibrils. Nat. Chem. Biol.8, 93–101. 10.1038/nchembio.719
8
BradshawN. J.KorthC. (2018). Protein misassembly and aggregation as potential convergence points for non-genetic causes of chronic mental illness. Mol. Psychiatry. 10.1038/s41380-018-0133-2
9
BrandenC.ToozeJ. (1999). Introduction to Protein Structure. New York, NY: Garland Publishing, Inc.
10
CharafeddineR. A.CortopassiW. A.LakP.JacobsonM. P.BarberD. L.WitmannT. (2019). Tau repeat regions contain conserved histidine residues that modulate microtubule-binding in response to changes in pH. bioRxiv. [Epub ahead of print]. 10.1074/jbc.RA118.007004
11
CichockaM.KozubJ.UrbanikA. (2018). Brain aging: evaluation of pH using phosphorus magnetic resonance spectroscopy. Geriatr. Gerontol. Int.18, 881–885. 10.1111/ggi.13272
12
CieplakA. S. (2017). Protein folding, misfolding and aggregation: the importance of two-electron stabilizing interactions. PLoS ONE12:e0180905. 10.1371/journal.pone.0180905
13
CieplakA. S.SürmeliN. B. (2004). Single-site mutation and secondary structure stability: an isodesmic reaction approach. The case of unnatural amino acid mutagenesis Ala → Lac. J. Org. Chem.69, 3250–3261. 10.1021/jo0358372
14
ColvinM. T.SilversR.NiQ. Z.CanT. V.SergeyevI.RosayM.et al. (2016). Atomic resolution structure of monomorphic Aβ42 amyloid fibrils. J. Am. Chem. Soc.138, 9663–9674. 10.1021/jacs.6b05129
15
DaebelV.ChinnathambiS.BiernatJ.SchwalbeM.HabensteinB.LoquetA.et al. (2012). J. Am. Chem. Soc.134, 13982–13989. 10.1021/ja305470p
16
de AlbaE.SantoroJ.RicoM.JimenezM. A. (1999). De novo design of a monomeric three-stranded antiparallel β-sheet. Protein Sci.8, 854–865. 10.1110/ps.8.4.854
17
DebyeP.HückelE. (1923). Zur Theorie der Elektrolyte. I. Gefrierpunktsernidrigung und verwandte Erscheinungen. Phys. Zeit.24, 185–206.
18
del Carmen Cárdenas-AguayoM.Gómez-VirgilioL.DeRosaS.Meraz-RiosM. A. (2014). The role of tau oligomers in the onset of Alzheimer's disease neuropathology. ACS Chem. Neurosci.5, 1178–1191. 10.1021/cn500148z
19
DemaegdK.SchymkowitzJ.RousseauF. (2018). Transcellular spreading of tau in tauopathies. Chembiochem19, 2424–2432. 10.1002/cbic.201800288
20
DujardinS.BégardS.CaillierezR.LachaudC. V.CarrierS.LiegerS.et al. (2018). Different tau species lead to heterogeneous tau pathology propagation and misfolding. Acta Neuropathol. Commun.6:132. 10.1186/s40478-018-0637-7
21
DurellS. R.KayedR.GuyH. R. (2018). Theory of concentric β -barrel structures: models of amyloid beta 42 oligomers, annular protofibrils, and transmembrane channels. bioRxiv.10.1101/49906
22
EconomouN. J.GiammonaM. J.DoT. D.ZhengX.TeplowD. B.BurattoS. K.et al. (2016). Amyloid β-protein assembly and Alzheimer's disease: dodecamers of Aβ42, but not of Aβ40, seed fibril formation. J. Am. Chem. Soc.138, 1772–1775. 10.1021/jacs.5b11913
23
EdgcombS. P.MurphyK. P. (2002). Variability in pKa of histidine side-chains correlates with burial within proteins. Proteins49, 1–6. 10.1002/prot.10177
24
EryilmazE.ShahN. H.MuirT. W.CowburnD. (2014). Structural and dynamic features of inteins and implication on protein splicing. J. Biol. Chem.289, 14506–14511. 10.1074/jbc.R113.540302
25
EschmannN. A.GeorgievaE. R.GangulyP.BorbatP. P.RappaportM. D.AkdoganY.et al. (2017). Signature of an aggregation-prone conformation of tau. Sci. Rep.7:44739. 10.1038/srep44739
26
FalconB.ZhangW.MurzinA. G.MurshudovG.GarringerH. J.VidalR.et al. (2018). Structures of filaments from Pick's disease reveal a novel tau protein fold. Nature561, 137–140. 10.1038/s41586-018-0454-y
27
FalconB.ZivanovJ.ZhangW.MurzinA. G.GarringerH. J.VidalR.et al. (2019). Novel tau filament fold in chronic traumatic encephalopathy encloses hydrophobic molecules. Nature568, 420–423. 10.1038/s41586-019-1026-5
28
FichouY.VigersM.GoringA. K.EschmannN. A.HanS. (2018). Heparin-induced tau filaments are structurally heterogeneous and differ from Alzheimer's disease filaments. Chem. Commun.54, 4573–4576. 10.1039/C8CC01355A
29
FiskJ. D.SchmittM. A.GellmanS. H. (2006). Thermodynamic analysis of autonomous parallel β-sheet formation in water. J. Am. Chem. Soc.128, 7148–7149. 10.1021/ja060942p
30
FitzpatrickA. W. P.FalconB.HeS.MurzinA. G.MurshudovG.GarringerH. J.et al. (2017). Cryo-EM structures of tau filaments from Alzheimer's disease brain. Nature547, 185–190. 10.1038/nature23002
31
FriedhoffP.von BergenM.MandelkowE.-M.DaviesP.MandelkowE. (1998). A nucleated assembly mechanism of Alzheimer paired helical filaments. Proc. Natl. Acad. Sci. U.S.A.95, 15712–15717. 10.1073/pnas.95.26.15712
32
FrischM. J.TrucksG. W.SchlegelH. B.ScuseriaG. E.RobbM. A.CheesemanJ. R.et al. (1998). Gaussian 98 Revision A.3. Pittsburgh, PA: Gaussian Inc.
33
FuZ.AucoinD.DavisJ.Van NostrandW. E.SmithS. O. (2015). Mechanism of nucleated conformational conversion of Aβ42. Biochemistry54, 4197–4207. 10.1021/acs.biochem.5b00467
34
GaoG.ZhangM.LuP.GuoG.WangD.SunT. (2015). Chirality assisted ring-like aggregation of Aβ(1-40) at liquid-solid interfaces: a stereoselective two-step assembly process. Angew. Chem. Int. Ed.54, 2245–2250. 10.1002/anie.201410768
35
GaoY.-L.WangN.SumF.-R.CaoX.-P.ZhangW.YuJ.-T.et al. (2018). Tau in neurodegenerative disease. Ann. Transl. Med.6:175. 10.21037/atm.2018.04.23
36
GoedertM.Masuda-SuzukakeM.FalconB. (2017). Like prions: the propagation of aggregated tau and α-synuclein in neurodegeneration. Brain140, 266–278. 10.1093/brain/aww230
37
GoedertM.SpillantiniM. G. (2017). Propagation of tau aggregates. Mol. Brain10:18. 10.1186/s13041-017-0298-7
38
Griffiths-JonesS. R.SearleM. S. (2000). Structure, folding, and energetics of cooperative interactions between the β-strands of a de novo designed three-stranded antiparallel β-sheet peptide. J. Am. Chem. Soc.122, 8350–8356. 10.1021/ja000787t
39
GuoT.NobleW.HangerD. P. (2017). Roles of tau protein in health and disease. Acta Neuropathol.133, 665–704. 10.1007/s00401-017-1707-9
40
HasegawaM. (2016). Molecular mechanisms in the pathogenesis of Alzheimer's disease and tauopathies – prion-like seeded aggregation and phosphorylation. Biomolecules6:24. 10.3390/biom6020024
41
HuangR. Y.IacobR. E.SankaranarayananS.YangL.AhlijanianM.TaoL.et al. (2018). Probing conformational dynamics of tau protein by hydrogen/deuterium exchange mass spectrometry. J. Am. Soc. Mass Spectrom.29, 174–182. 10.1007/s13361-017-1815-8
42
KarikariT. K.NagelD. A.GraingerA.Clarke-BlandC.HillE. J.MoffatK. G. (2019). Anal. Biochem.566, 67–74. 10.1016/j.ab.2018.10.013
43
KjaergaardM.DearA. J.KundelF.QamarS.MeislG.KnowlesT. P. J.et al. (2018). Oligomer diversity during aggregation of the repeat region of tau. ACS Chem. Neurosci.9, 3060–3071. 10.1021/acschemneuro.8b00250
44
KowalewskiT.HoltzmanD. M. (1999). In situ atomic force microscopy study of Alzheimer's β-amyloid peptide on different substrates: new insights into mechanism of β-sheet formation. Proc. Natl. Acad. Sci. U S A.96, 3688–3693. 10.1073/pnas.96.7.3688
45
KumarH.UdgaonkarJ. B. (2018). Mechanistic and structural origins of the asymmetric barrier to prion-like cross-seeding between tau-3R and tau-4R. J. Mol. Biol.430, 5304–5312. 10.1016/j.jmb.2018.09.010
46
KumarS.TepperK.KaniyappanS.BiernatJ.WegmannS.MandelkowE.-M.et al. (2014). Stages and conformations of the tau repeat domain during aggregation and its effects on neuronal toxicity. J. Biol. Chem.289, 20318–20332. 10.1074/jbc.M114.554725
47
KungV. M.CornilescuG.GellmanS. H. (2015). Impact of strand number on parallel β-sheet stability. Angew. Chem. Int. Ed.54, 14336–14339. 10.1002/anie.201506448
48
KyteJ. (1995). Structure in Protein Chemistry. New York, NY; London: Garland Publishing, Inc.
49
LadiwalaA. R.DordickJ. S.TessierP. M. (2011). Aromatic small molecules remodel toxic soluble oligomers of amyloid β through three independent pathways. J. Biol. Chem.286, 3209–3219. 10.1074/jbc.M110.173856
50
LathuillièreA.ValdésP.PapinS.CacquerelM.MaclachlanC.KnottG. W.et al. (2017). Motifs in the tau protein that control binding to microtubules and aggregation determine pathological effects. Sci. Rep.7:13556. 10.1038/s41598-017-13786-2
51
Lopez de la PazM.LacroixE.Ramirez-AlvaradoM.SerranoL. (2001). Computer-aided design of β-sheet peptides. J. Mol. Biol.312, 229–246. 10.1006/jmbi.2001.4918
52
MacdonaldJ. A.BronnerI. F.DrynanL.FanJ.CurryA.FraserG.et al. (2019). Assembly of transgenic human P301S Tau is necessary for neurodegeneration in murine spinal cord. Acta Neuropathol. Commun.7:44. 10.1186/s40478-019-0695-5
53
MaedaS.SaharaN.SaitoY.MurayamaM.YoshikeY.KimH.et al. (2007). Granular tau oligomers as intermediates of tau filaments. Biochemistry46, 3856–3861. 10.1021/bi061359o
54
MandalP. K.AkolkarH.TripathiM. (2012). Mapping of hippocampal pH and neurochemicals from in vivo multi-voxel 31P study in healthy normal young male/female, mild cognitive impairment, and Alzheimer's disease. J. Alzheimer's Dis.31, S75–S86. 10.3233/JAD-2012-120166
55
MecheriG.Marie-CardineM.Sappey-MarinierD.BonmartinH.AlbrandG.FerryG.et al. (1997). In vivo hippocampal 31P NMR metabolites in Alzheimer's disease and aging. Eur. Psychiatry12, 140–148. 10.1016/S0924-9338(97)80203-9
56
MinouraK.TomooK.IshidaT.HasegawaM.SasakiM.TaniguchiT. (2003). Solvent-dependent conformation of the third repeat fragment in the microtubule-binding domain of tau protein, analyzed by 1H NMR spectroscopy and molecular modeling calculations. Bull. Chem. Soc. Jpn.76, 1617–1624. 10.1246/bcsj.76.1617
57
MirbahaH.ChenD.MorazovaO. A.RuffK. M.SharmaA. M.LiuX.et al. (2018). Inert and seed-competent tau monomers suggest structural origins of aggregation. Elife7:36584. 10.7554/eLife.36584
58
MiyagiM.NakazawaT. (2008). Determination of pKa values of individual histidine residues in proteins using mass spectrometry. Anal. Chem.80, 6481–6487. 10.1021/ac8009643
59
NarutoK.MinouraK.OkudaT.InY.IshidaT.TomooK. (2010). Interplay between I308 and Y310 residues in the third repeat of microtubule-binding domain is essential for tau filament formation. FEBS Lett.584, 4233–4236. 10.1016/j.febslet.2010.09.012
60
NishiuraC.TakeuchiK.MinouraK.SumidaM.TaniguchiT.TomooK.et al. (2010). Importance of Tyr310 residue in the third repeat of microtubule binding domain for filament formation of tau protein. J. Biochem.147, 405–414. 10.1093/jb/mvp181
61
NizynskiB.DzwolakW.NieznanskiK. (2017). Amyloidogenesis of tau protein. Protein Sci.26, 2126–2150. 10.1002/pro.3275
62
NizynskiB.NieznanskaH.DecR.BoykoS.DzwolakW.NieznanskiK. (2018). Amyloidogenic cross-seeding of tau protein: transient emergence of structural variants of fibrils. PLoS ONE13:e0201182. 10.1371/journal.pone.0201182
63
OnsagerL. (1936). Electric moments of molecules in liquids. J. Am. Chem. Soc.58, 1486–1493. 10.1021/ja01299a050
64
PavlovaA.ChengC.-Y.KinnebrewM.LewJ.DahlquistF. W.HanS. (2016). Protein structural and surface water rearrangement constitute major events in the earliest aggregation stage of tau. Proc. Natl. Acad. Sci. U S A.113, E127–E136. 10.1073/pnas.1504415113
65
PerezM.Santa-MariaI.TortosaE.CuadrosR.del ValleM.HernándezF.et al. (2007). The role of the VQIVYK peptide in tau protein phosphorylation. J. Neurochem.103, 1447–1460. 10.1111/j.1471-4159.2007.04834.x
66
PerezM.ValpuestaJ. M.MedinaM.Montejo de GarciniE.AvilaJ. (1996). Polymerization of tau into filaments in the presence of heparin: the minimal sequence required for tau-tau interaction. J. Neurochem.67, 1183–1190. 10.1046/j.1471-4159.1996.67031183.x
67
QingG.ZhaoS.XiongY.JiangF.LiuY.ChenH.et al. (2014). Chiral effect at protein/graphene interface: a bioinspired perspective to understand amyloid formation. J. Am. Chem. Soc.136, 10736–10742. 10.1021/ja5049626
68
RenY.SaharaN. (2013). Characteristics of tau oligomers. Front. Neurol.4:102. 10.3389/fneur.2013.00102
69
RoseG. D.FlemingP. J.BanavarJ. R.MaritanA. (2006). A backbone-based theory of protein folding. Proc. Natl. Acad. Sci. U S A.103, 16623–16633. 10.1073/pnas.0606843103
70
RoychaudhuriR.YangM.HoshiM. M.TeplowD. B. (2009). Amyloid β-protein assembly and Alzheimer disease. J. Biol. Chem.284, 4749–4753. 10.1074/jbc.R800036200
71
RyanT. M.RobertsB. R.McCollG.HareD. J.DobleP. A.LinQ. X.et al. (2015). Stabilization of nontoxic Aβ-oligomers: insights into the mechanism of action of hydroxyquinolines in Alzheimer's disease. J. Neurosci.35, 2871–2884. 10.1523/JNEUROSCI.2912-14.2015
72
SalemmeF. R. (1983). Structural properties of protein β-sheets. Prog. Biophys. Mol. Biol.42, 95–133. 10.1016/0079-6107(83)90005-6
73
SandersD. W.KaufmanS. K.DeVosS. L.SharmaA. M.MirbahaH.LiA.et al. (2014). Distinct tau prion strains propagate in cells and mice and define different tauopathies. Neuron82, 1271–1288. 10.1016/j.neuron.2014.04.047
74
SchmidtM.RohouA.LaskerK.YadavJ. K.Schiene-FischerC.FändrichM.et al. (2015). Peptide dimer structure in an Aβ(1-42) fibril visualized with cryo-EM. Proc. Natl. Acad. Sci. U S A.112, 11858–11863. 10.1073/pnas.1503455112
75
Sebastién-SerranoA.de Diego-GarcíaL.Díaz-HernándezM. (2018). The neurotoxic role of extracellular tau protein. Int. J. Mol. Sci.19:998. 10.3390/ijms19040998
76
ShafrirY.DurellS. R.AnishkinA.GuyH. R. (2010). Beta-barrel models of soluble amyloid beta oligomers and annular protofibrils. Proteins78, 3458–3472. 10.1002/prot.22832
77
ShahN. H.EryilmazE.CowburnD.MuirT. W. (2013). Naturally split inteins assemble through a ‘capture and collapse’ mechanism. J. Am. Chem. Soc.135, 18673–18681. 10.1021/ja4104364
78
SharmaA. M.ThomasT. L.WoodardD. R.KashmerO. M.DiamondM. I. (2018). Tau monomer encodes strains. Elife7:e37813. 10.7554/eLife.37813
79
SheridanR. P.LeeR. H.PetersN.AllenL. C. (1979). Hydrogen-bond cooperativity in protein secondary structure. Biopolymers18, 2451–2458. 10.1002/bip.1979.360181006
80
SiddiquaA.LuoY.MeyerV.SwansonM. A.YuX.WeiG.et al. (2012). Conformational basis for asymmetric seeding barriers in filaments of three- and four-repeat tau. J. Am. Chem. Soc.134, 10271–10278. 10.1021/ja303498q
81
SogawaK.MinouraK.InY.IshidaT.TaniguchiT.TomooK. (2014). CH-π interaction in VQIVYK sequence elucidated by NMR spectroscopy is essential for PHF formation of tau. Biopolymers102, 288–295. 10.1002/bip.22489
82
SogawaK.OkudaR.InY.IshidaT.TaniguchiT.MinouraK.et al. (2012). C-H…π interplay between Ile308 and Tyr310 residues in the third repeat of microtubule binding domain is indispensable for self-assembly of three- and four-repeat tau. J. Biochem.152, 221–229. 10.1093/jb/mvs061
83
SuginoE.NishiuraC.MinouraK.InY.SumidaM.TaniguchiT.et al. (2009). Three-/four-repeat dependent aggregation profile of tau microtubule-binding domain clarified by dynamic light-scattering analysis. Biochem. Biophys. Res. Commun.385, 236–240. 10.1016/j.bbrc.2009.05.047
84
TokimasaM.MinouraK.HiraokaS.TomooK.SumidaM.TaniguchiT.et al. (2005). Importance of local structures of second and third repeat fragments of microtubule binding domain for tau filament formation. FEBS Lett.579, 3481–3486. 10.1016/j.febslet.2005.05.020
85
TyckoR. (2015). Amyloid polymorphism: structural basis and neurobiological relevance. Neuron86, 632–645. 10.1016/j.neuron.2015.03.017
86
Vázquez-FernándezE.VosM. R.AfanasjevP.CebeyL.SevillanoA. M.VidalE.et al. (2016). The structural architecture of an infectious mammalian prion using electron cryomicroscopy. PLoS Pathog.12:e1005835. 10.1371/journal.ppat.1005835
87
VitalisA.CaflischA. (2010). Micelle-like architecture of the monomer ensemble of Alzheimer's amyloid-β peptide in aqueous solution and its implications for Aβ aggregation. J. Mol. Biol.403, 148–165. 10.1016/j.jmb.2010.08.003
88
von BergenM.FriedhoffP.BiernatJ.HeberleJ.MandelkowE.-M.MandelkowE. (2000). Assembly of tau protein into Alzheimer paired helical filaments depends on a local sequence motif (306VQIVYK311) forming β structure. Proc. Natl. Acad. Sci. U.S.A.97, 5129–5134. 10.1073/pnas.97.10.5129
89
WältiM. A.OrtsJ.VögeliB.CampioniS.RiekR. (2015). Solution NMR studies of recombinant Aβ(1-42): from the presence of a micellar entity to residual β-sheet structure in the soluble species. Chembiochem16, 659–669. 10.1002/cbic.201402595
90
WältiM. A.RavottiF.AraiH.GlabeC. G.WallJ. S.BöckmannA.et al. (2016). Atomic resolution structure of a disease-relevant Aβ(1-42) amyloid fibril. Proc. Natl. Acad. Sci. U S A.113, E4976–E4984. 10.1073/pnas.1600749113
91
WangY.MandelkowE. (2016). Tau in physiology and pathology. Nat. Rev. Neurosci.17, 5–21. 10.1038/nrn.2015.1
92
WeismillerH. A.MurphyR.WeiG.MaB.NussinovR.MargittaiM. (2018). Structural disorder in four-repeat tau fibrils reveals a new mechanism for barriers to cross-seeding of tau isoforms. J. Biol. Chem.293, 17336–17348. 10.1074/jbc.RA118.005316
93
WilleH.RequenaJ. R. (2018). The structure of PrPSc prions. Pathogens7:20. 10.3390/pathogens7010020
94
WilliamsA. D.SegaM. D.ChenM.KheterpalI.GevaM.BerthelierV.et al. (2005). Structural properties of Aβ protofibrils stabilized by a small molecule. Proc. Natl. Acad. Sci. U S A.1002, 7151–7120. 10.1073/pnas.0408582102
95
XieC.SoedaY.ShinzakiY.InY.TomooK.IharaY.et al. (2015). Identification of key aminoacids responsible for the distinct aggregation properties of microtubule-associated protein 2 and tau. J. Neurochem.135, 19–26. 10.1111/jnc.13228
96
YongW.LomakinA.KirkitadzeM. D.TeplowD. B.ChenS. H.BenedekG. B. (2002). Structure determination of micelle-like intermediates in amyloid β-protein fibril assembly by using small angle neutron scattering. Proc. Natl. Acad. Sci. U S A.99, 150–154. 10.1073/pnas.012584899
97
YuX.LuoY.DinkelP.ZhengJ.WeiG.MargittaiM.et al. (2012). Cross-seeding and conformational selection between three- and four-repeat human tau proteins. J. Biol. Chem.287, 14950–14959. 10.1074/jbc.M112.340794
98
ZhangW.FalconB.MurzinA. G.FanJ.CrowtherR. A.GoedertM.et al. (2018). Heparin-induced tau filaments are polymorphic and differ from those in Alzheimer's and Pick's diseases. bioRxiv8:e43584. 10.1101/468892
Summary
Keywords
intrinsically disordered proteins, polypeptide backbone, tau aggregation, Alzheimer's disease, Pick's disease, chronic traumatic encephalopathy, aberrant proteostasis, cross-seeding barriers
Citation
Cieplak AS (2019) Tau Inclusions in Alzheimer's, Chronic Traumatic Encephalopathy and Pick's Disease. A Speculation on How Differences in Backbone Polarization Underlie Divergent Pathways of Tau Aggregation. Front. Neurosci. 13:488. doi: 10.3389/fnins.2019.00488
Received
25 January 2019
Accepted
29 April 2019
Published
15 May 2019
Volume
13 - 2019
Edited by
Masato Hasegawa, Tokyo Metropolitan Institute of Medical Science, Japan
Reviewed by
Yoshiki Yamaguchi, RIKEN Brain Science Institute (BSI), Japan; Fuyuki Kametani, Tokyo Metropolitan Institute of Medical Science, Japan
Updates

Check for updates
Copyright
© 2019 Cieplak.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Andrzej Stanisław Cieplak cieplak@gmail.com
This article was submitted to Neurodegeneration, a section of the journal Frontiers in Neuroscience
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.