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eLife logoLink to eLife
. 2022 Mar 4;11:e76494. doi: 10.7554/eLife.76494

Assembly of recombinant tau into filaments identical to those of Alzheimer’s disease and chronic traumatic encephalopathy

Sofia Lövestam 1, Fujiet Adrian Koh 2, Bart van Knippenberg 2, Abhay Kotecha 2, Alexey G Murzin 1, Michel Goedert 1,, Sjors HW Scheres 1,
Editors: Edward H Egelman3, Jeannie Chin4
PMCID: PMC8983045  PMID: 35244536

Abstract

Abundant filamentous inclusions of tau are characteristic of more than 20 neurodegenerative diseases that are collectively termed tauopathies. Electron cryo-microscopy (cryo-EM) structures of tau amyloid filaments from human brain revealed that distinct tau folds characterise many different diseases. A lack of laboratory-based model systems to generate these structures has hampered efforts to uncover the molecular mechanisms that underlie tauopathies. Here, we report in vitro assembly conditions with recombinant tau that replicate the structures of filaments from both Alzheimer’s disease (AD) and chronic traumatic encephalopathy (CTE), as determined by cryo-EM. Our results suggest that post-translational modifications of tau modulate filament assembly, and that previously observed additional densities in AD and CTE filaments may arise from the presence of inorganic salts, like phosphates and sodium chloride. In vitro assembly of tau into disease-relevant filaments will facilitate studies to determine their roles in different diseases, as well as the development of compounds that specifically bind to these structures or prevent their formation.

Research organism: E. coli, Human

eLife digest

Many neurodegenerative diseases, including Alzheimer’s disease, the most common form of dementia, are characterised by knotted clumps of a protein called tau. In these diseases, tau misfolds, stacks together and forms abnormal filaments, which have a structured core and fuzzy coat. These sticky, misfolded proteins are thought to be toxic to brain cells, the loss of which ultimately causes problems with how people move, think, feel or behave.

Reconstructing the shape of tau filaments using an atomic-level imaging technique called electron cryo-microscopy, or cryo-EM, researchers have found distinct types of tau filaments present in certain diseases. In Alzheimer’s disease, for example, a mixture of paired helical and straight filaments is found. Different tau filaments are seen again in chronic traumatic encephalopathy (CTE), a condition associated with repetitive brain trauma.

It remains unclear, however, how tau folds into these distinct shapes and under what conditions it forms certain types of filaments. The role that distinct tau folds play in different diseases is also poorly understood. This is largely because researchers making tau proteins in the lab have yet to replicate the exact structure of tau filaments found in diseased brain tissue.

Lövestam et al. describe the conditions for making tau filaments in the lab identical to those isolated from the brains of people who died from Alzheimer’s disease and CTE. Lövestam et al. instructed bacteria to make tau protein, optimised filament assembly conditions, including shaking time and speed, and found that bona fide filaments formed from shortened versions of tau. On cryo-EM imaging, the lab-produced filaments had the same left-handed twist and helical symmetry as filaments characteristic of Alzheimer’s disease.

Adding salts, however, changed the shape of tau filaments. In the presence of sodium chloride, otherwise known as kitchen salt, tau formed filaments with a filled cavity at the core, identical to tau filaments observed in CTE. Again, this structure was confirmed on cryo-EM imaging.

Being able to make tau filaments identical to those found in human tauopathies will allow scientists to study how these filaments form and elucidate what role they play in disease. Ultimately, a better understanding of tau filament formation could lead to improved diagnostics and treatments for neurodegenerative diseases involving tau.

Introduction

Six tau isoforms that range from 352 to 441 amino acids in length are expressed in adult human brain from a single gene by alternative mRNA splicing (Goedert et al., 1989). The tau sequence can be separated into an N-terminal projection domain (residues 1–150), a proline-rich region (residues 151–243), the microtubule-binding repeat region (residues 244–368), and a C-terminal domain (residues 369–441). Isoforms differ by the presence or absence of 1 or 2 inserts of 29 amino acids each, in the N-terminal region (0N, 1N or 2N), and the presence or absence of the second of four microtubule-binding repeats of 31 or 32 amino acids each (resulting in three-repeat, 3R, and four-repeat, 4R, isoforms). The second N-terminal insert is only expressed together with the first. Tau filaments can differ in isoform composition in disease (Goedert et al., 2017). Thus, a mixture of all six isoforms is present in the tau filaments of Alzheimer’s disease (AD), chronic traumatic encephalopathy (CTE), and other diseases; in Pick’s disease (PiD), filaments are composed of only 3R tau isoforms; and in progressive supranuclear palsy (PSP), corticobasal degeneration (CBD), globular glial tauopathy (GGT), argyrophilic grain disease (AGD), and other tauopathies, filaments are composed of only 4R tau isoforms.

Tau filaments consist of a structured core made mostly of the repeat domain, with less structured N- and C-terminal regions forming the fuzzy coat (Goedert et al., 1988; Wischik et al., 1988a). Previously, we and others used electron cryo-microscopy (cryo-EM) to determine the atomic structures of the cores of tau filaments extracted from the brains of individuals with a number of neurodegenerative diseases (Fitzpatrick et al., 2017; Falcon et al., 2018a; Falcon et al., 2019; Falcon et al., 2019; Arakhamia et al., 2021; Zhang et al., 2020; Shi et al., 2021). Whereas, tau filaments from different individuals with a given disease share the same structures, different diseases tend to be characterised by distinct tau folds. Identical protofilaments can arrange in different ways to give rise to distinct filaments (ultrastructural polymorphs). In AD, two protofilaments can combine in a symmetrical way to form paired helical filaments (PHFs), or in an asymmetrical manner to form straight filaments (SFs). The extent of the ordered cores of the protofilament folds explains the isoform composition of tau filaments. Alzheimer and CTE folds consist almost entirely of R3 and R4; the Pick fold comprises most of R1, as well as all of R3 and R4; and the CBD, PSP, GGT, and AGD folds comprise the whole of R2, R3, and R4. All known tau folds also contain residues 369–379/380 from the C-terminal domain. Based on these findings, we proposed a hierarchical classification of tauopathies, which complements clinical and neuropathological characterisation, and allows identification of new disease entities (Shi et al., 2021). Nevertheless, it remains unclear what roles distinct tau folds play in different diseases and what factors determine structural specificity.

In human diseases, full-length tau assembles into filaments intracellularly (Goedert et al., 2017). Proteolytic cleavage of the fuzzy coat is characteristic of extracellular ghost tangles (Endoh et al., 1993). Yet, full-length recombinant tau is highly soluble and in vitro assembly into filaments requires the addition of anionic co-factors, such as sulphated glycosaminoglycans, RNA, fatty acids, and polyglutamate (Goedert et al., 1996; Kampers et al., 1996; Pérez et al., 1996; Wilson and Binder, 1997; Friedhoff et al., 1998) or the use of harsh shaking conditions with small beads and sodium azide (Chakraborty et al., 2021). Whether the structures of filaments assembled in vitro resemble those observed in disease requires verification by structure determination using solid-state NMR or cryo-EM. We previously showed that the addition of heparin to full-length 3R or 4R recombinant tau expressed in Escherichia coli led to the formation of polymorphic filaments, with structures that are unlike those in disease (Zhang et al., 2019). Below, we showed that the addition of RNA or phosphoserine to full-length recombinant 4R tau also led to filament structures that are different from those observed in disease thus far.

The mechanisms of templated seeding, where filaments provide a template for the incorporation of tau monomers, thus resulting in filament growth, underlies the hypothesis of prion-like spreading of tau pathology. It is therefore possible that in vitro assembly of disease-relevant structures may also require the presence of a seed. Protein misfolding cyclic amplification (PMCA) and real-time quaking-induced conversion (RT-QuIC) are commonly used (Soto et al., 2002; Saijo et al., 2020). These techniques use protein aggregates from brain as a template to seed the assembly of filaments from recombinant proteins. However, they may not always amplify the predominant filamentous assemblies. Therefore, structural verification of seeds and seeded aggregates is required. For α-synuclein and immunoglobulin light-chain, cryo-EM has shown that using similar amplification methods, the structures of seeded filaments differed from those of the seeds under the conditions used (Burger et al., 2021; Lövestam et al., 2021; Radamaker et al., 2021).

Full-length human tau is highly soluble, but truncated proteins encompassing the repeat region readily assemble into filaments that resemble AD PHFs by negative staining. A fragment consisting of residues 250–378, excluding R2, formed filaments when using the hanging drop approach, a method commonly used in protein crystallography (Crowther et al., 1992). The same was true of K11 and K12 constructs (tau residues 244–394 for K11, and the same sequences, excluding R2, for K12) (Wille et al., 1992). Moreover, proteins comprising the ordered cores of tau filaments from AD [residues 306–378], PiD [residues 254–378, but excluding R2], and CBD [residues 274–380] have been reported to assemble into filaments (Carlomagno et al., 2021). It remains to be established if the structures of these filaments resembled those from diseased brain. Multiple studies have also used constructs K18 and K19, which comprise the microtubule-binding repeats and four amino acids after the repeats (residues 244–372 for K18, and the same sequences, excluding R2, for K19); they spontaneously assemble into filaments (Gustke et al., 1994; Mukrasch et al., 2005; von Bergen et al., 2006; Li et al., 2009; Yu et al., 2012; Shammas, 2015) and are seeding-active by RT-QuIC (Saijo et al., 2020). However, since all known tau structures from human brain include residues beyond 372, tau filament structures of K18 and K19 cannot be the same as those in disease. Another fragment that has been used for in vitro assembly studies is dGAE, which comprises residues 297–391 of 4R tau, and was identified as the proteolytically stable core of PHFs from tangle fragments of AD (Wischik et al., 1988b). It assembles into filaments with similar morphologies to AD PHFs by negative staining EM and atomic force microscopy (Novak et al., 1993; Al-Hilaly et al., 2017; Al-Hilaly et al., 2020; Lutter et al., 2022).

Here, we report conditions that lead to the formation of AD PHFs from purified tau (297–391) expressed in E. coli. We show that the same construct can also be used to form type II filaments of CTE, and demonstrate how different cations affect the differences between the structures of the two diseases. In addition, we describe to what extent the tau (297–391) fragment can be extended, as well as shortened, while still forming PHFs. We report 76 cryo-EM structures, including those of 27 previously unobserved filaments. Table 1 gives an overview of assembly conditions (numbered) and filament types (indicated with letters). Figure 1 and Figure 1—figure supplements 17 describe the cryo-EM structures that were determined. Our results illustrate how high-throughput cryo-EM structure determination can guide the quest for understanding the molecular mechanisms of amyloid filament formation.

Table 1. In vitro assembly conditions for all filament types.

Filament types Construct (residues) Buffer Shaking (rpm) Time(hr) Fold
1a 297–391 10 mM PB 10 mM DTT pH 7.4 700 48 New
2a–d 297–391 10 mM PB 10 mM DTT pH 7.4 200 48 AD
3a 297–391 10 mM PB 10 mM DTT pH 7.40.1 μg /ml dextran sulphate 200 48 AD
4a 297–391 10 mM PB 10 mM DTT pH 7.4 200 mM MgCl2 200 48 AD
5a 297–391 10 mM PB 10 mM DTT pH 7.4 20 mM CaCl2 200 48 AD
6a–c 266/297–391* 10 mM PB 10 mM DTT pH 7.4 200 48 AD
7a–b 266–273 –391 10 mM PB 10 mM DTT pH 7.4 200 mM MgCl2 200 48 AD
8a–b 266/297–391 10 mM PB pH 7.4 10 mM DTT 200 mM NaCl 200 48 CTE
9a–b 266/297–391 10 mM PB pH 7.4 10 mM DTT 200 mM LiCl 200 48 New
10a–b 266/297–391 10 mM PB pH 7.4 10 mM DTT 200 mM KCl 200 48 New
11a 266/297–391 10 mM PB pH 7.4 10 mM DTT 100 μM ZnCl2 200 48 New
12a 266/297–391 10 mM PB pH 7.4 10 mM DTT 200 μM CuCl2 200 48 New
13a 266/297–391 10 mM PB pH 7.4 10 mM DTT 20 mM MgCl2 50 mM KCl 50 mM NaCl 200 48 New
14a–b 266/297–391 10 mM PB pH 7.4 10 mM DTT 20 mM MgCl2 100 mM NaCl 200 48 New
15a–d 266/297–391 10 mM PB pH 7.4 10 mM DTT 10 mM MgSO4 100 mM NaCl 200 48 CTE
16a–b 266/297–391 10 mM PB pH 7.4 10 mM DTT 10 mM NaHCO3 100 mM NaCl 200 48 New
17a–c 266/297–391 10 mM PB pH 7.4 10 mM DTT 500 mM NaCl 200 48 New
18a 244–391 50 mM PB pH 7.4 10 mM DTT 20 mM MgCl2 200 76 New
19a 244–391 50 mM PB pH 7.4 10 mM DTT 200 mM NaCl 200 76 New
20a 244–391 10 mM PB 10 mM DTT 5 mM Na4P2O7 200 76 New
21a–b 258–391 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 New
22a 266–391 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 New
23a–c 266–391 PBS pH 7.4 10 mM DTT 200 48 CTE
24a 287–391 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 AD
25a 300–391 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 AD
26a 303–391 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 AD
27a 305–379 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 New
28a 297–421 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 New
29a 297–412 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 New
30a 297–402 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 New
31a 297–396 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 New
32a–b 297–394 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 AD
33a 297–384 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 AD
34a–b 297–394 10 mM PB pH 7.4 10 mM DTT 700 48 AD
35a–d 297–394 PBS pH 7.4 10 mM DTT 700 48 New
36a–c 300–391 PBS pH 7.4 10 mM DTT 700 48 New
37a 303–391 PBS pH 7.4 10 mM DTT 700 48 New
38a 258–391 10 mM PB pH 7.4 10 mM DTT 700 48 GGT
39a–b 258–391 10 mM PB pH 7.4 10 mM DTT 5 mM phosphoglycerate 700 48 GGT
40a 258–391 10 mM PB pH 7.4 10 mM DTT 300 ug/ul heparan sulphate 700 48 GGT
41a 258–391 10 mM PB pH 7.4 10 mM DTT 0.1% NaN3 700 48 New
42a–b 297–408 4-pmm* 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 AD
43a 297–441 4-pmm 10 mM PB pH 7.4 10 mM DTT 200 mM MgCl2 200 48 AD
44a 266–391 S356D 10 mM PB pH 7.4 10 mM DTT 200 mM KCl 200 48 New
45a 266–391 S356D 10 mM PB pH 7.4 10 mM DTT 200 mM NaCl 200 48 New
46a 0N4R PBS pH 7.4 5 mM TCEP 50 ug/mL polyA RNA 200 96 New
47a 0N4R PBS pH 7.4 5 mM TCEP 5 mM L-phosphoserine 200 96 New

DTT: 1,4-dithiothreitol PB: Na2HPO4, NaH2PO4; Dextran sulphate: molecular weight 7–20 kDa (9011-18-1, Sigma-Aldrich); Heparan sulphate: 50–200 disaccharide units (57459-72-0, Sigma-Aldrich); Poly-A RNA (26763-19-9, Sigma-Aldrich); PBS: Phospho-buffered saline; TCEP: Tris(2-carboxyethyl) phosphine; *4-pmm: four-phospho mimetic mutations: S396D S400D T403D S404D *PB: Na2HPO4, NaH2PO4;*266/297–391: 50:50 ratio of 266LKHQ269 (3 R) and 297IKHV300 (4 R) –391. Fold: AD: Alzheimer’s Disease protofilament fold, CTE: chronic traumatic encephalopathy protofilament fold and GGT: globular glial tauopathy-like fold, New: new tau fold.

Figure 1. New electron cryo-microscopy (cryo-EM) structures.

Backbone traces for filaments with previously unobserved structures. Residues 244–274 (R1) are shown in purple; residues 275–305 (R2) are shown in blue; residues 306–336 (R3) are shown in green; residues 337–368 (R4) are shown in yellow; residues 369–441 (C-terminal domain) are shown in orange. The filament types (as defined in Table 1) are shown at the top left of each structure.

Figure 1.

Figure 1—figure supplement 1. Cross-sections of electron cryo-microscopy (cryo-EM) reconstructions.

Figure 1—figure supplement 1.

Projected slices perpendicular to the helical axis, and with a thickness of approximately 4.7 Å, are shown for all cryo-EM structures described in this paper. For each structure, the filament type (as defined in Table 1) is displayed in the bottom left, and the percentage of a given type in the cryo-EM data set is shown in the top right.

Figure 1—figure supplement 2. Electron cryo-microscopy (cryo-EM) maps and models of new structures (part 1).

Figure 1—figure supplement 2.

Cryo-EM density maps (grey transparent) and atomic models are shown for filaments with previously unobserved structures. Residues 244–274 (R1) are shown in purple; residues 275–305 (R2) are shown in blue; residues 306–336 (R3) are shown in green; residues 337–368 (R4) are shown in yellow; residues 369–441 (C-terminal domain) are shown in orange. The filament types (as defined in Table 1) are shown at the top left of each structure.

Figure 1—figure supplement 3. Electron cryo-microscopy (cryo-EM) maps and models of new structures (part 2).

Figure 1—figure supplement 3.

Cryo-EM density maps (grey transparent) and atomic models are shown for filaments with previously unobserved structures. Residues 244–274 (R1) are shown in purple; residues 275–305 (R2) are shown in blue; residues 306–336 (R3) are shown in green; residues 337–368 (R4) are shown in yellow; residues 369–441 (C-terminal domain) are shown in orange. The filament types (as defined in Table 1) are shown at the top left of each structure.

Figure 1—figure supplement 4. Schematics of the tau folds (part 1).

Figure 1—figure supplement 4.

Negatively charged residues are shown in red, positively charged residues in blue, polar residues in green, non-polar residues in white, sulphur-containing residues in yellow, prolines in purple, and glycines in pink. PHF, paired helical filament; CTE, chronic traumatic encephalopathy.

Figure 1—figure supplement 5. Schematics of the tau folds (part 2).

Figure 1—figure supplement 5.

Negatively charged residues are shown in red, positively charged residues in blue, polar residues in green, non-polar residues in white, sulphur-containing residues in yellow, prolines in purple, and glycines in pink.

Figure 1—figure supplement 6. Fourier shell correlation curves (part 1).

Figure 1—figure supplement 6.

FSC curves are shown for two independently refined cryo-microscopy (cryo-EM) half-maps (black); for the final refined atomic model against the final cryo-EM map (red); for the atomic model refined in the first half-map against that half-map (blue); and for the refined atomic model in the first half-map against the second half-map (yellow). The resolutions where the black line drops below 0.143 and the red line drops below 0.5 are indicated. The corresponding filament type (as defined in Table 1) is shown at the top left of each graph. See Supplementary file 1 - Tables 1–25 for further details on data processing.

Figure 1—figure supplement 7. Fourier shell correlation curves (part 2).

Figure 1—figure supplement 7.

Figure 1—figure supplement 8. Handedness of structure 41a.

Figure 1—figure supplement 8.

(A) Fourier shell correlation curves for the final refined atomic model against the left-handed map (green) and against the right-handed map (orange). (B) Cryo-microscopy density maps (grey transparent) and atomic models are shown for the left- and right-handed options. (C) Close-up of carbonyls showing a better map-model fit for the left-handed map.

Results

In vitro assembly of tau (297–391) into PHFs

We first performed in vitro assembly of tau (297–391) in 10 mM phosphate buffer (PB) containing 10 mM dithiothreitol (DTT), with shaking at 700 rpm, as described (Al-Hilaly et al., 2017). We will refer to this as assembly condition 1. Filaments formed within 4 hr, as indicated by ThT fluorescence. Cryo-EM imaging after 48 hr revealed a single type of filament comprising two protofilaments that were related by pseudo-21 helical screw symmetry. Although the extent and topology of the ordered cores resembled those of the protofilaments of AD and CTE, the protofilament cores were extended, rather than C-shaped (Figure 2A–C; filament type 1a).

Figure 2. Assembly of recombinant tau into filaments like Alzheimer’s disease paired helical filaments (AD PHFs).

(A) Schematic of 2N4R tau sequence with domains highlighted. The regions 1N (44–73), 2N (74–102), P1 (151–197), and P2 (198–243) are shown in increasingly lighter greys; R1 (244–274) is shown in purple; R2 (275–305) is shown in blue; R3 (306–336) is shown in green; R4 (337–368) is shown in yellow; the C-terminal domain (369-441) is shown in orange. (B) Amino acid sequence of residues 244–441 of tau, with the same colour scheme as in A. (C–E:) Projected slices, with a thickness of approximately 4.7 Å, orthogonal to the helical axis for several cryo-microscopy (cryo-EM) reconstructions. The filament types (as defined in Table 1) are shown at the bottom left and the percentages of types for each cryo-EM data set are given at the top right of the images. (C) Conditions of Al-Hilaly et al., 2017, with shaking at 700 rpm. (D) Our adapted protocol, using 200 rpm shaking. From left to right; paired helical filament (PHF), triple helical filament, quadruple helical filament type 1, and quadruple helical filament type 2. (E) Our optimised conditions for in vitro assembly of relatively pure PHFs.( F) Cryo-EM density map (grey transparent) of in vitro assembled tau filaments of type 4a and the atomic model colour coded according as in A. (G) Backbone ribbon of in vitro PHF (grey) overlaid with AD PHF (blue).

Figure 2.

Figure 2—figure supplement 1. Electron cryo-microscopy (cryo-EM) micrographs and density maps comparing in vitro assembled paired helical filaments (PHFs) and Alzheimer’s disease paired helical filaments (AD PHFs).

Figure 2—figure supplement 1.

(A) Cryo-EM micrographs with filaments from in vitro assembly conditions 1 (left), 2 (middle), and 4 (right). Scale bar represents 100 Å.( B) Cryo-EM density maps of in vitro PHF (filament type 4a, EMDB-14063) as top view (top) and side view (bottom). (C). Cryo-EM density maps of AD PHF (EMDB:0259) as top view (top) and side view (bottom). The black arrows point to densities in front of lysines 317 and 321; the green and pink arrows point to densities inside the C-shape.

We then reduced the shaking speed to 200 rpm. This resulted in a slower assembly reaction, with filaments appearing after 6 hr. Cryo-EM structure determination after 48 hr showed that the filaments were polymorphic. They shared the AD protofilament fold, spanning residues 305–378. However, besides AD PHFs, we also observed filaments comprising three or four protofilaments, which we called triple helical filaments (THFs) and quadruple helical filaments (QHFs) (Figure 2D; filament types 2b–d). THFs and QHFs have not been observed in brain extracts from individuals with AD (Fitzpatrick et al., 2017; Falcon et al., 2018b), possibly because the presence of the fuzzy coat would hinder their formation. SFs were not seen. THFs consist of a PHF and an additional single protofilament with the AD fold, whereas QHFs are made of two stacked PHFs that come in two different arrangements (types 1 and 2). The cryo-EM maps of QHF type 1 filaments were of sufficient quality to build atomic models. QHF type 1 and the THF share a common interface, where one protofilament forms a salt bridge at E342 with K343 from the third, adjoining protofilament. This protofilament remains on its own in THFs, whereas it forms a typical PHF interface with a fourth protofilament in QHFs. Although the cryo-EM reconstruction of the QHF type 2 filament was of insufficient resolution for atomic modelling, the cross-section perpendicular to the helical axis suggested that a salt bridge was present between E342 from one PHF and K321 from another (Figure 1—figure supplement 1; filament types 2b–d).

Next, we sought to optimise the assembly conditions. Since THFs and QHFs have not been observed in AD, their formation would confound the use of this assembly assay for screens or to model diseases. In addition, filaments from the above experiments tended to stick together, which complicated their cryo-EM imaging, and could interfere with their use. Over longer incubation periods (>76 hr), filaments tended to precipitate, resulting in cloudy solutions. To assemble tau (297–391) into pure PHFs and reduce stickiness, we explored the addition of salts and crowding reagents. In particular, the addition of 200 mM MgCl2, 20 mM CaCl2, or 0.1 μg/ml dextran sulphate resulted in purer populations of PHFs (~95%) (Figure 2E; filament types 3–5). Cryo-EM structure determination of filaments made using these conditions confirmed that their ordered cores were identical, with a root mean square deviation (r.m.s.d) of all non-hydrogen atoms of 1.3 Å, to those of AD PHFs (Figure 2F–G).

Tau (297–391) comprises the C-terminal 9 residues of R2, the whole of R3 and R4, as well as 23 amino acids after R4. The equivalent 3R tau construct, which lacks R2, begins with the C-terminal 9 residues of R1, the first four of which (266LKHQ269) are different from R2. We also assembled tau (266–391), excluding R2, in the presence of 200 mM MgCl2, as well as a 50:50 mixture of the 3R/4R tau constructs, in the absence of MgCl2. We observed PHFs, THFs, and QHFs in the absence of MgCl2, whereas assembly in the presence of 200 mM MgCl2 gave rise to AD PHFs with a purity greater than 94% (Figure 1—figure supplement 1; filament types 6 and 7). These findings show that bona fide PHFs can be formed from only 3R or 4R, albeit truncated, tau. In AD and CTE, all six isoforms, each full-length, are present in tau filaments (Goedert et al., 1992; Schmidt et al., 2001). It remains to be determined if there are PHFs in human diseases that are made of only 3R or 4R tau.

The cryo-EM structures of in vitro assembled PHFs and of AD PHFs shared the same left-handed twist and pseudo-21 helical screw symmetry. Moreover, there were similar additional densities in front of lysine residues 317 and 321, and on the inside of the protofilament’s C, as we previously observed for AD PHFs (Figure 2—figure supplement 1). The assembly buffers contained only Na2HPO4, NaH2PO4, MgCl2, and DTT. Although we cannot exclude the possibility that negatively charged co-factors may have purified together with recombinant tau, it appears more likely that the additional densities arose from phosphate ions in the buffer. The phosphates’ negative charges may have counteracted the positive charges of stacked lysines. It remains to be established if similar densities in AD PHFs also correspond to phosphate ions, or if other negatively charged co-factors or parts of the fuzzy coat may play a role. The fuzzy coat, which consists of only a few residues on either side of the ordered core, is not visible in cryo-EM micrographs of in vitro assembled tau (297–391) (Figure 2—figure supplement 1).

The effects of salts on tau filament assembly

During optimisation of assembly, we noticed that different cations in the buffer caused the formation of filaments with distinct protofilament folds. Besides MgCl2 and CaCl2, which led to the formation of AD PHFs, we also explored the effects of ZnCl2, CuCl2, NaCl, LiCl, and KCl (Figure 3a). Addition of ZnCl2 resulted in the same fold as observed for filaments assembled using condition 1, whereas addition of CuCl2 led to folds with little resemblance to previously observed tau folds (Figure 1 and Figure 1—figure supplement 1; filament types 11 and 12). Cu2+ ions led to the formation of intermolecular disulphide bonds that were part of the ordered cores of these filaments.

Figure 3. Assembly of recombinant tau into filaments like chronic traumatic encephalopathy (CTE) type II filaments.

(A) Projected slices, with a thickness of approximately 4.7 Å, orthogonal to the helical axis are shown for different assembly conditions and filament types (as defined in Table 1), which are indicated in the bottom left. The percentages of types are shown in the top right of each panel. ( B) Cryo-EM density map (grey transparent) of filament type 8a and the corresponding atomic model with the same colour scheme as in Figure 1. (C–E) Backbone ribbon views of protofilament and filament folds. (C) In vitro NaCl filament type 8a (grey) overlaid with CTE type II (orange). (D) Extended and C-shaped protofilaments aligned at residues 338–354 for LiCl, filament types 9a and 9b (left) and NaCl, filament types 8a and 8b (right). (E) Filament types 8b (NaCl), 9a (LiCl), 10a (KCl), and 4a (MgCl2) aligned at residues 356–364. (F) Atomic view of residues 334–358. The distance between the Cα of L344 and I354 is indicated. Filament types 8a, 8b, 9a, 9b, and 10a are shown in light purple, dark purple, dark orange, light orange, and blue, respectively.

Figure 3.

Figure 3—figure supplement 1. Extended and C-shaped NaCl protofilaments.

Figure 3—figure supplement 1.

(A) Backbone ribbon view of C-shaped (filament type 8a) and extended (filament type 8b) protofilaments formed with NaCl, aligned at residues 338–354. (B–D) Close-up atomic view of regions highlighted in A. (E) Cryo-microscopy density map (transparent grey) and the atomic model at residues 338–354. Filament types 8a and 8b are shown in dark and light orange, respectively.
Figure 3—figure supplement 2. Extended and C-shaped LiCl protofilaments.

Figure 3—figure supplement 2.

(A) Backbone ribbon view of extended (filament type 9a) and C-shaped (filament type 9b) protofilaments formed with LiCl, aligned at residues 338–354.( B–D) Close-up atomic view of regions highlighted in A. (E) Cryo-microscopy density map (transparent grey) and the atomic model at residues 338–354. Filament types 9a and 9b are shown in light and dark purple, respectively.
Figure 3—figure supplement 3. Cryo-microscopy (cryo-EM) densities inside the cavities of KCl and NaCl filaments.

Figure 3—figure supplement 3.

(A–H) Cryo-EM density map (transparent grey) and the corresponding atomic models for filament types 7a (assembled with NaCl) and 8a (assembled with KCl) are shown in orange and green, respectively.( A) Cryo-EM density at the tip of the protofilament of 8a with additional non-proteinaceous densities highlighted by arrows. Blue arrows represent putative water molecules; pink arrows represent putative K+ or Cl ions. K+ ions are shown in pink; Cl ions are shown in cyan. (B–D) Close-up view of putative K+ and Cl ion pairs. Distances between K+ and Cl ions, and Oγ of S341 or the carbonyl oxygen of G335 are indicated. (E) Cryo-EM density of the tip of the protofilament of 8a with putative Na+ and Cl ions fitted into the density. Purple arrow represents putative Na+ or Cl ions; Na+ ions are shown in purple; Cl ions are shown in cyan. (F–G) Close-up view of putative Na+ and Cl ions. Distances between the Na+ and Cl ions and the Oγ of S341 are indicated. (H) Cryo-EM density of chronic traumatic encephalopathy type I (EMD:0527), with putative Na+ and Cl ions modelled inside the additional density.

Monovalent cations modulated the formation of protofilament folds that were similar or identical to AD and CTE folds. The CTE fold is similar to the AD fold, in that it also comprises a double-layered arrangement of residues 274/305–379; however, it adopts a more open C-shaped conformation and comprises a larger cavity at the tip of the C (residues 338–354), which is filled with an additional, unknown density (Falcon et al., 2019). We first describe how different monovalent cations led to the formation of both C-shaped and more extended protofilament folds. We then present the effects of cations on the additional density in the cavity and the conformations of the surrounding residues.

Addition of 200 mM NaCl led to the formation of two types of filaments. The first type was identical, with an all-atom r.m.s.d. of 1.4 Å to CTE type II filaments (Figure 3A–C; filament type 8a); in the second type (filament type 8b), two identical protofilaments with a previously unobserved, extended protofilament fold packed against each other with pseudo-21 helical symmetry. This fold resembled the extended fold observed when using condition 1. The extended fold concurred with a flipping of the side chains of residues 322–330, which were alternatively buried in the core or solvent-exposed in opposite manner to the CTE fold. Side chains before and after 364PGGG367 had the same orientations, but formed a 90° turn in the CTE fold and adopted a straight conformation in the extended fold. Residues 338–354 had identical conformations, with an all-atom r.m.s.d for these residues of 1.3 Å, at the tips of the C-shaped and extended folds (Figure 1; Figure 3—figure supplement 1). When adding 200 mM LiCl, we observed two types of filaments, with either C-shaped or more extended protofilament folds (Figure 3A; filament types 10a and 10b). In the first type, two C-shaped protofilaments packed against each other in an asymmetrical manner. In the second type, two protofilaments with an extended conformation packed against each other with pseudo-21 helical symmetry. As observed for the filaments obtained with NaCl, the side chain orientations of residues 322–330 differed between folds. However, whereas the side chain of H330 was buried in the core of the C-shaped protofilament formed with NaCl, it was solvent-exposed in the C-shaped protofilament formed with LiCl. This suggests that the conformation of the 364PGGG367 motif defines the extended or C-shaped conformation (Figure 3—figure supplement 2). Addition of 200 mM KCl also led to two different filaments with either extended or C-shaped protofilament folds. However, in this case, low numbers of filaments with extended protofilaments resulted in poor cryo-EM reconstructions. The filaments with C-shaped folds comprised three protofilaments, which packed against each other with C3 symmetry (Figure 1; Figure 3A; filament type 10a).

For each monovalent cation, residues 338–354 adopted identical conformations when comparing extended and C-shaped protofilament folds (Figure 3D). These residues surrounded the cavity at the tip of the fold, which was filled with an additional density in the CTE fold. Additional densities were also observed in filaments formed in the presence of NaCl, KCl, and in the extended filaments formed with LiCl. The cryo-EM reconstructions of the threefold symmetric filaments formed with KCl, with a resolution of 1.9 Å, showed multiple additional spherical densities inside the protofilament core. Besides additional densities for what were probably water molecules in front of several asparagines and glutamines, the cavity at the tip of the fold contained two larger, separate spherical densities per β-rung, which were 3.1 Å apart, and at approximately 3.0–4.5 Å distance from S341 and S352, the only polar residues in the cavity. Another pair of additional densities, similar in size to those inside the cavity, was present at a distance of 2.6 Å from the carbonyl of G335 (Figure 3—figure supplement 3). Below, we will argue that these densities corresponded to pairs of K+ and Cl ions. Reconstructions for the filaments formed with NaCl were at resolutions of 2.8 and 3.3 Å. The additional density in these maps was not separated into two spheres, but was present as one larger blob per rung, with separation between blobs along the helical axis. Filaments formed with LiCl were resolved to resolutions of 3.1 and 3.4 Å. No additional densities were present inside the cavity of the C-shaped fold, but the cavity in the extended fold contained a spherical density that was smaller than the densities observed for NaCl and KCl filaments (Figure 3—figure supplement 3). Different cations also led to conformational differences in residues S356 and L357, which were akin to the differences observed previously between AD and CTE folds (Figure 3E, F; Falcon et al., 2019). In the AD fold, S356 is solvent-exposed and L357 is buried inside the protofilament core, whereas they adopt opposite orientations in the CTE fold. As mentioned, filaments formed with NaCl are identical to CTE filaments; in filaments formed with KCl, S356 and L357 are oriented in the same directions as in the AD fold; in filaments formed with LiCl, both residues are buried in the core.

Efforts to generate AD SFs using mixtures of salts were unsuccessful, but they did reveal novel protofilament interactions (Figure 1; Figure 1—figure supplement 1; filament types 13–17). Notably, using a buffer with MgSO4 and NaCl, we obtained a minority of filaments with an SF interface (11%, filament type 15d). Probably because of the presence of NaCl, protofilaments adopted the CTE fold. Further exploration of the role of salts may lead to the assembly of recombinant tau into AD SFs and CTE type I filaments.

The effects of protein length on tau filament assembly

We investigated if the N- and C-termini of tau (297–391) are required for its assembly into PHFs. We first made a series of protein fragments ending at residue 391, to explore the effects of the position of the N-terminus. Next, keeping the N-terminus at residue 297, we explored the effects of the position of the C-terminus (Figure 4A). Each recombinant tau fragment was assembled in 10 mM PB, 10 mM DTT, and 200 mM MgCl2, at 200 rpm shaking. We assessed the presence of tau filaments by negative stain EM and used cryo-EM to determine their structures (Figure 4B; filament types 18–30).

Figure 4. The effects of protein length on tau filament assembly.

(A) Schematic representation of 2N4R tau and the constructs used in this study. A red cross indicates that no filaments were formed; an orange dash indicates that filaments with structures distinct from Alzheimer’s disease paired helical filaments (AD PHFs) were formed; a blue circle indicates that the AD protofilament fold was formed; a green tick indicates that AD PHFs were formed. Resulting filament types (as defined in Table 1) are indicated for each experiment. (B) Projected slices, with a thickness of approximately 4.7 Å, orthogonal to the helical axis for the filaments formed with the constructs in A. Filament types are indicated at the bottom left; percentages of filament types in each cryo-EM data set are shown in the top right. (*) 50:50 ratio of 266–391 (3R) and 297–391 (4R) tau.

Figure 4.

Figure 4—figure supplement 1. Comparison of in vitro assembled tau filaments with the globular glial tauopathy (GGT) fold.

Figure 4—figure supplement 1.

(A) Backbone ribbon view of GGT type 1 (PDB:7p66) and tau filaments from in vitro assembled filament types 27a, 28a, 29a, 32a protofilament (PF)1, and 32a PF2, aligned at residues 288–322. (B) Close-up atomic view. 7p66 is shown in grey, 27a in green, 28a in pink, 29a in orange, 32a PF-1 in blue, and 32a PF-2 in purple.
Figure 4—figure supplement 2. Coomassie stained sodium dodecyl-sulfate polyacrylamide gel electrophoresis (SDS-PAGE) gel for constructs 297–391, 297–408, and 296–441 before and after filament assembly.

Figure 4—figure supplement 2.

About 3.5 μg of protein was loaded into each well. f: after filament assembly; *: constructs with the four-phospho-mimetic mutations: S396D, S400D, T403D, and S404D.

Proteins comprising the entire N-terminal domain (residues 1–391 of 0N4R tau) did not assemble into filaments. The same was true of proteins starting at residues 151, 181, or 231 in the proline-rich region. When using proteins starting at 244, the first residue of R1, we observed the formation of filaments. The quality of the cryo-EM reconstructions was not sufficient for atomic modelling, but the ordered filament cores adopted a more open conformation than in the Alzheimer fold, with two protofilaments interacting at their tips. Residues 338–354 probably adopted the same conformation as in the Alzheimer fold. Addition of NaCl or pyrophosphate did not lead to the formation of PHFs or CTE filaments (Figure 1; Figure 1—figure supplement 1; filament types 19–20). However, it is possible that this construct will form filaments with the Alzheimer fold after further optimisation of assembly conditions. Proteins that started at residues 258 or 266 in R1 formed PHFs. Adding NaCl to tau (297-391), or using phosphate-buffered saline (PBS), gave rise to CTE type II filaments, as well as to filaments consisting of either single CTE protofilaments or two protofilaments, related by C2 symmetry, which formed an interface at residues 327–336 (Figure 1—figure supplement 1; filament types 15b, 23b). For all filaments assembled in the presence of NaCl, we saw densities inside the tip of the fold’s cavity. Moreover, with the proteins starting at residues 258 and 266, we observed proteinaceous densities, which packed against the N-terminus of the protofilaments. This may have been the extension into R2 (Figure 1—figure supplement 1; filament types 23a–c).

Tau (297–391) can also be shortened from the N-terminus, as proteins starting at residues 300 or 303 still formed filaments with AD or CTE folds (Figure 1—figure supplement 1; filament types 25–26). When shortened to residue 306, we also observed filaments, but their stickiness precluded cryo-EM structure determination. No filaments were formed when shortening the protein to residue 310. It has previously been shown that the PHF6 motif (306VQIVYK311 in tau) is essential for filament formation (von Bergen et al., 2000; Li and Lee, 2006).

Reminiscent of what we observed for the N-terminal domain, the tau starting at residue 297 and ending at 441 failed to assemble into filaments. The same was true of tau (297–431). However, proteins ending at residues 421, 412, 402, or 396 formed filaments, but their ordered cores are much smaller than in the Alzheimer fold, precluding cryo-EM structure determination to sufficient resolution for unambiguous atomic modelling (Figure 4B; filament types 28–31). We did observe filaments with the Alzheimer fold for a protein ending at residue 394 (Figure 1—figure supplement 1; Figure 4B; filament type 32).

As observed for proteins ending at residue 384, when tau (297-391) was shortened from the C-terminus, it could still form AD and CTE folds (Figure 4B; filament type 33). However, constructs ending at residue 380 formed straight ribbons, precluding cryo-EM structure determination.

As shown in Figure 2, we found that reducing the shaking speed from 700 to 200 rpm was important for the formation of filaments with the AD fold by tau (297–391). To show that this was not only the case for tau (297–391), we assembled tau (258–391) and tau (297–394) with a shaking speed of 700 rpm. For tau (297–394), besides structures similar to those formed by tau (297–391) at 700 rpm, we observed an additional filament with pseudo-21 helical screw symmetry that comprised four protofilaments (Figure 1; Figure 1—figure supplement 1; filament type 34). In the presence of NaCl, we observed filaments with similar extended conformations, but with a CTE cavity. This was also the case when tau (300–391) and tau (303–391) were assembled at 700 rpm in PBS (Figure 1; Figure 1—figure supplement 1; filament types 35–37). When assembling tau (258–391) at 700 rpm, we observed protofilaments with partial similarity to the GGT fold. The structures were nearly identical at residues 288–322, with an all-atom r.m.s.d. of 1.5 Å, (Figure 1; Figure 1—figure supplement 1; Figure 4—figure supplement 1; filament type 38a). It is possible that the absence of a non-proteinaceous co-factor, which was hypothesised to be present inside the GGT fold, precluded formation of bona fide GGT filaments. Addition of heparan sulphate or phosphoglycerate to the assembly buffer did not result in formation of the GGT fold (Figure 1; Figure 4—figure supplement 1; filament types 39–41). Further experiments are needed to identify the co-factor of GGT.

The effects of pseudophosphorylation on tau filament assembly

Whereas in vitro filament assembly of recombinant tau repeats was inhibited by N- and C-terminal regions, it is predominantly or only full-length tau that assembles into filaments in AD (Lee et al., 1991; Goedert et al., 1992). This difference may be due to the fact that we used unmodified recombinant proteins for in vitro assembly, while tau undergoes extensive post-translational modifications in AD (Wesseling et al., 2020). Immunochemistry and mass spectrometry have identified abnormal hyperphosphorylation of S396, S400, T403, and S404 in PHF-tau (Lee et al., 1991; Hasegawa et al., 1992; Kanemaru et al., 1992; Morishima-Kawashima et al., 1995). Because these sites are located in the C-terminal domain that prevents the formation of PHFs from recombinant tau, we hypothesised that their phosphorylation may modulate PHF formation and help to overcome the inhibitory effects of the C-terminal domain. We therefore mutated these residues to aspartate, with its negative charge mimicking the negative charges of phosphorylation, in the tau constructs ending at residues 408 and 441 (Figure 4; filament types 42–43).

As described above, tau (297–408) formed filaments with small ordered cores; its pseudophosphorylated mutant formed two types of filaments consisting of AD PHF protofilaments. Both filament types had the same inter-protofilament interface as that of THFs and type 1 QHFs, where E342 from one protofilament forms a salt bridge with K343 of the other. The second filament type was a doublet of the first. Importantly, tau (297–441), which does not assemble into filaments, did so in presence of the four phospho-mimetic mutations. Filaments consisted of a single protofilament with the AD fold.

It has been suggested that AD filaments may also be phosphorylated at S356 (Hanger et al., 1998; Hanger et al., 2007). We therefore tested phospho-mimetic mutation S356D. However, using tau (266–391) with S356D, we were unable to form PHFs. Instead, filaments consisted of two asymmetric protofilaments, both of which had features reminiscent of the GGT fold. In the presence of NaCl, this construct formed filaments with a novel fold, consisting of two identical protofilaments related by pseudo-21 helical symmetry (Figure 1; Figure 1—figure supplement 1; Figure 4—figure supplement 1; filament types 44 and 45). Analysis by gel electrophoresis confirmed that the tau constructs forming these filaments remained intact (Figure 4—figure supplement 2).

The effects of anionic co-factors on tau filament assembly

Addition of anionic co-factors leads to the formation of filaments from full-length tau (Goedert et al., 1996; Kampers et al., 1996; Kampers et al., 1996; Pérez et al., 1996; Wilson and Binder, 1997; Farid et al., 2014; Chakraborty et al., 2021). However, we previously showed that heparin-induced tau filament formation led to structures that were different from those observed in disease thus far, under the conditions used (Zhang et al., 2019). To further explore the effects of anionic co-factors, we solved cryo-EM structures of filaments formed using full-length recombinant tau in the presence of RNA (Kampers et al., 1996) or phosphoserine. The resulting tau filaments had structures that have not been observed previously.

Addition of RNA led to the formation of two asymmetrical and extended protofilaments, similar to heparin-induced 3R tau filaments (Zhang et al., 2019; Figure 1—figure supplement 1; filament type 46). The resulting map was of insufficient resolution for atomic modelling. We calculated a 1.8 Å resolution reconstruction for full-length tau filaments that formed in the presence of 5 mM phosphoserine (Figure 1—figure supplement 1; filament type 47). At this resolution, the absolute handedness of the filament was obvious from the position of the main-chain carbonyl oxygens. Whereas most tau filaments described in this paper have a left-handed twist (see Methods), phosphoserine-induced filaments are right-handed. Surprisingly, the ordered core of this filament comprised residues 375–441, encompassing only residues from the C-terminal domain. Filaments consist of two protofilaments that are related by pseudo-21 helical symmetry and the protofilament fold contains eight β-strands. Several water molecules were observed, particularly in front of the side chains of serines, threonines, and asparagines. This is the first example of a region outside the microtubule-binding repeats of tau forming amyloid filaments.

Discussion

In the course of protein evolution, natural selection has produced amino acid sequences that fold into specific protein structures to fulfil the multitude of tasks required to maintain life. The observation that same proteins can adopt multiple different amyloid structures has made it clear that the paradigm by which a protein’s sequence defines its structure may not hold for amyloids. Apparently, the packing of β-sheets against each other in amyloid filaments can happen in many ways for a single amino acid sequence. Our work described here and performed previously (Zhang et al., 2019; Shi et al., 2021) illustrates this for tau. Similar observations have been made for amyloid-β (Bertini et al., 2011; Lu et al., 2013; Xiao et al., 2015; Wälti et al., 2016; Kollmer et al., 2019; Yang et al., 2022), α-synuclein (Tuttle et al., 2016; Li et al., 2018a; Li et al., 2018b; Guerrero-Ferreira et al., 2019; Schweighauser et al., 2020; Lövestam et al., 2021), TAR DNA binding protein-43 (Arseni et al., 2022; Li et al., 2021), and immunoglobulin light chain (Radamaker et al., 2019; Swuec et al., 2019). Because amyloid filaments of these proteins are typically associated with pathology, rather than function, their structural diversity could be disregarded. However, the observation that, for tau, and possibly also other proteins, the different amyloid structures define distinct neurodegenerative conditions, raises important questions on what drives their formation.

The lack of in vitro assembly models for recombinant tau that replicates the amyloid structures observed in disease has hampered progress. Here, we identified conditions for the in vitro assembly of AD PHFs and type II CTE filaments and established the formation of these structures by cryo-EM structure determination to resolutions sufficient for atomic modelling. The latter is crucial. Biochemical methods that discriminate between the different structures in solution do not exist, and negative stain EM or atomic force microscopy does not provide sufficient resolution to unequivocally distinguish between them.

The ability to make AD PHFs and CTE type II filaments in vitro opens new avenues for studying tauopathies. In vitro assembly assays could be used to screen for compounds that inhibit filament formation. Alternatively, in vitro generated filaments may be used in high-throughput screens for small-molecule compounds or biologics that bind specifically to a single type of filament. Such amyloid structure-specific binders could be developed into ligands for positron emission tomography to differentiate between tauopathies in living patients. Moreover, specific binders could be explored for use in therapeutic approaches that aim to degrade filaments inside neurons through their coupling with the protein degradation machinery inside the cell. Ultimately, specific binders could even obviate the need for cryo-EM structure determination to confirm the formation of the correct types of filaments in new model systems for disease.

Besides their use in screens, in vitro assembly of tau filaments also provides a model system, amenable to experimental perturbation, for the study of the molecular mechanisms that underlies amyloid formation. Coupled to cryo-EM structure determination, this provides a promising model system for studying the formation of different tau folds that define distinct tauopathies. The work presented in this paper provides two examples, as outlined below.

Ideas and speculations

A major difference between Alzheimer and CTE tau folds is the presence of a larger cavity that is filled with an additional density in the CTE fold. Based on the relatively hydrophobic nature of this cavity, we previously hypothesised that this additional density may correspond to an unknown hydrophobic co-factor that assembles with tau to form CTE filaments (Falcon et al., 2019). However, we now observe the in vitro assembly of CTE type II filaments in the absence of hydrophobic co-factors. Instead, whether CTE type II filaments or AD PHFs formed in vitro was determined by the presence or absence of NaCl. Moreover, using different monovalent cations changed the additional densities, as well as the conformation of residues surrounding the cavity. The 1.9 Å map for the structure formed with KCl showed two spherical blobs of additional density per β-rung that were in an arrangement that would be consistent with a pair of K+ and Cl ions; a similar pair of spherical densities was also observed in front of G335 (Figure 3—figure supplement 3). Therefore, it is possible that the extra density in the cavity of filaments formed with NaCl also corresponds to Na+ and Cl ions. The continuous nature of the additional density along the helical axis could arise from limited resolution of the reconstructions with NaCl, or from the ions not obeying the 4.75 Å helical rise that is imposed on the reconstruction. The observation that the filaments formed with NaCl are identical to CTE type II filaments, which show a similar extra density, suggests that, rather than being filled with hydrophobic co-factors, the cavity in CTE filaments may contain NaCl. Na+ and Cl levels in neurons are typically much lower than the 200 mM NaCl used here, but it could be that brain trauma somehow leads to increased levels of these ions in the brain regions where tau filaments first form. Additional studies will explore this further.

Our results have also identified how regions outside the repeats interfere with the in vitro assembly of AD PHFs. In particular, the presence of the N-terminal domain, including its proline-rich region, and residues beyond 421 in the C-terminal domain, inhibited the spontaneous assembly of recombinant tau. In addition, the presence of residues 396–421 led to the formation of filaments with much smaller ordered cores. The C-terminal region has been reported to inhibit anionic co-factor-induced assembly of full-length tau, with pseudophosphorylation overcoming inhibition (Abraha et al., 2000; Haase et al., 2004).

Interestingly, mutating serine or threonine residues at positions 396, 400, 403, and 404 to aspartate, to mimic phosphorylation, overcame these inhibitory effects. Although we did not yet examine the effects of pseudophosphorylation of the N-terminal domain, we note that the proline-rich region upstream of the repeats is positively charged, which may inhibit amyloid formation. The introduction of negative charges through phosphorylation, or the removal of positive charges by, for instance, acetylation, may be necessary for filament assembly. In AD, filamentous tau is extensively hyperphosphorylated, especially in the proline-rich region and the C-terminal domain (Grundke-Iqbal et al., 1986; Iqbal et al., 2016). Hyperphosphorylation inhibits the ability of tau to interact with microtubules (Bramblett et al., 1993; Yoshida and Ihara, 1993), which may be necessary for filament formation, since the physiological function of tau and its pathological assembly requires the repeat region. Other post-translational modifications, such as acetylation and ubiquitination of positively charged residues in the microtubule-binding repeats, may also play a role (Wesseling et al., 2020). It is therefore possible that post-translational modifications of tau lead to a higher propensity to form amyloid filaments in disease. Thus, the enzymes causing these modifications could be therapeutic targets.

Moreover, most of the structures in Figure 1, all of which are of recombinant tau proteins over-expressed in E. coli, share features with the Alzheimer and CTE folds: a cross-β packing of residues from near the start of R3 against residues from near the start of the C-terminal domain, and a turn in R4. Other tau folds are markedly different. Unmodified tau may have a tendency to form filaments that resemble Alzheimer and CTE folds, whereas specific post-translational modifications and/or associated molecules may play a role in driving the formation of tau folds associated with other tauopathies.

Outlook

Our work illustrates how cryo-EM structure determination can guide the development of better experimental models by showing that the filaments generated from recombinant tau are identical to those formed in disease. As a start, we identified in vitro assembly conditions for the formation of tau filaments like those of AD and CTE. Future work will explore which factors, including post-translational modifications and/or associated molecules, determine the formation of other tau filaments.

Our results do not only have implications for the in vitro assembly of tau. Similar strategies could be applied to the study of other amyloid-forming proteins, and insights from in vitro assembly studies may carry over to the development of better experimental models of disease, including in cell lines and in animals. Whereas solving a cryo-EM structure previously constituted a scientific project in itself, current throughputs allow the use of cryo-EM structure determination as a tool in projects with a wider scope. We envision that this type of high-throughput cryo-EM structure determination will play a crucial role in future investigations into the structural diversity of amyloids.

Materials and methods

Key resources table.

Reagent type
(species) or resource
Designation Source or reference Identifiers Additional information
Recombinant DNA
reagent
Plasmid: pRK172-0N4R PMID:2124967 NCBI ReferenceSequence:NM_005910.5 All constructs
were derived
from this plasmid
Strain, strain
background
(Escherichia coli)
BL21(DE3) Agilent 200,131 Chemically
competent cells
Software,
algorithm
RELION PMID:30412051 RRID:SCR_016274 RELION 4.0Helical reconstruction
Software,
algorithm
Coot PMID:20383002 RRID:SCR_014222 Model building
Software,
algorithm
ISOLDE PMID:20383002 Model refinement

Cloning

Constructs were made with in vivo assembly cloning (García-Nafría et al., 2016) using pRK172 0N4R human tau. Reverse and forward primers were designed to share 15–20 nucleotides of homologous region and 15–30 nucleotides for annealing to the template with melting temperatures ranging from 58°C to 67°C.

Protein expression and purification

Expression of tau was carried out in E. coli BL21 (DE3) gold cells, as described (Studier, 2005). In brief, a single colony was inoculated into 500 ml lysogeny broth (LB) auto-induction media and grown for 8 hr at 37°C, followed by subsequent expression for 16 hr at 24°C. Cells were harvested by centrifugation (4000× g for 20 min at 4°C), and resuspended in washing buffer (WB: 50 mM MES at pH 6.0; 10 mM EDTA; 10 mM DTT, supplemented with 0.1 mM PMSF and cOmplete EDTA-free protease cocktail inhibitors, at 10 ml/g of pellet). Cell lysis was performed using sonication (at 40% amplitude using a Sonics VCX-750 Vibracell Ultra Sonic Processor for 7 min, 5 s on/10 s off). Lysed cells were centrifuged at 20,000× g for 35 min at 4°C, filtered through 0.45 μm cut-off filters and loaded onto a HiTrap SP HP 5 ml column (GE Healthcare) for cation exchange. The column was washed with 10 column vol of WB and eluted using a gradient of WB containing 0–1 M NaCl. Fractions of 3.5 ml were collected and analysed by SDS-PAGE bis-TRIS 4–12% or Tris Glycine 4–20%. Protein-containing fractions were pooled and precipitated using 0.3 g/ml ammonium sulphate and left on a rocker for 30 min at 4°C. Precipitated proteins were then centrifuged at 20,000× g for 35 min at 4°C, and resuspended in 2 ml of 10 mM PB, pH 7.2–7.4, with 10 mM DTT, and loaded onto a 60/10 Superdex size exclusion column. Size exclusion fractions were analysed by SDS-PAGE, protein-containing fractions pooled and concentrated to 6 mg/ml using molecular weight concentrators with a cut-off filter of 3 kDa. Purified protein samples were flash frozen in 100 μl aliquots for future use.

Filament assembly

Purified protein samples were thawed and diluted to 4 mg/ml. Filaments were assembled in a FLUOstar Omega (BMG Labtech, Aylesbury, United Kingdom) using Corning 96 Well Black Polystyrene Microplate (Thermo Fisher Scientific) with orbital shaking at 37°C. See Table 1 for duration and speed settings. The addition of compounds proceeded by first adding proteins, diluted with 10 mM PB and 10 mM DTT; salts and/or cofactors were added last. Each condition was run in two separate wells. In one well, 3 μM ThT was added to allow continuous monitoring of protein assembly. The other well, without ThT, was used for microscopy. The presence of filaments was also assessed using negative stain electron microscopy on a Thermo Fisher Scientific Tecnai Spirit (operating at 120 kV).

Electron cryo-microscopy

Samples with confirmed filaments were centrifuged at 3000× g for 2 min to remove any large aggregates, and 3 μl aliquots were applied to glow-discharged R1.2/1.3, 300 mesh carbon Au grids that were plunge-frozen in liquid ethane using a Thermo Fisher Scientific Vitrobot Mark IV. Cryo-EM data were acquired at the MRC Laboratory of Molecular Biology (LMB) and at the Research and Development facility of Thermo Fisher Scientific in Eindhoven (TFS). All images were recorded at a dose of 30–40 electrons per Å2, using EPU software (Thermo Fisher Scientific), and converted to tiff format using relion_convert_to_tiff prior to processing. See Table 2 and Supplementary file 1 Tables 1-25 for detailed data collection parameters.

Table 2. Data acquisition details for the different microscopes.

Microscope LMB Krios G1 LMB Krios G2 TFS Glacios TFS Krios G4
Magnification 105,000 96,000 165,000 165,000
Camera K2*/K3 Falcon 4 Falcon 4 Falcon 4
Energy filter (eV) 20 NA 10 10
Voltage (kV) 300 300 200 300
Electron exposure (e–/Å2) 40 30/40 40 40
Defocus range (μm) 1.5–3 1.2–2.5 0.6–1.2 0.6–1.2
Pixel size (Å) 0.85/1.145* 0.824 0.672 0.727

LMB: Laboratory of Molecular Biology.

*

LMB Krios G1 initially had a K2 camera, which was later replaced by a K3 camera. Only condition 1 a (as defined in Table 1) was collected on the K2 camera. The pixel size on the K2 camera was 1.145 Å.

At LMB, images were recorded on a Krios G1 with a K2 or K3 camera (Gatan), using an energy slit of 20 eV on a Gatan energy filter, or on a Krios G2 with a Falcon four camera (Thermo Fisher Scientific), without an energy filter. At TFS, images were recorded on a Krios G4 with a CFEG, a Falcon four camera, and a Selectris X energy filter that was used with a slit width of 10 eV.

At TFS, cryo-EM grid screening and part of data acquisition were performed using EPU-Multigrid on a Glacios microscope equipped with a Selectris X energy filter (Thermo Fisher Scientific) and a Falcon four camera. Eight grids were loaded for each 48 hr EPU-Multigrid run. Each grid was loaded to the stage for session set-up, grid square selection, and ice-filter preparation. The session information was stored in EPU and associated with the grid position in the autoloader. After all the grids sessions were created and stored in queue, twofold astigmatism was corrected and the beam tilt was adjusted to the coma-free axis using automatic functions within EPU. Before starting the EPU Multigrid queue, and once for each 48 hr session, the Selectris X filter slit was cantered, and the filter tuned for isochromaticity, magnification, and chromatic aberrations, using Sherpa software (Thermo Fisher Scientific). During the fully automated EPU Multigrid runs, each grid was loaded onto the stage, grid squares were brought to eucentric height, and holes were selected with the stored ice filter settings. For each grid, 2000 images were collected with a 10 eV energy filter slit width. Images were collected in electron event registration (EER) mode using the aberration-free image shift method in EPU version 2.12. Under these conditions, a throughput of 200–250 images per hour was achieved depending on the number of holes available per grid square.

Helical reconstruction

Movie frames were gain corrected, aligned, and dose weighted using RELION’s motion correction program (Zivanov et al., 2019). Contrast transfer function (CTF) parameters were estimated using CTFFIND-4.1 (Rohou and Grigorieff, 2015). Helical reconstructions were performed in RELION-4.0 (He and Scheres, 2017; Kimanius et al., 2021). Filaments were picked manually or automatically using Topaz (Bepler et al., 2019). The neural network in Topaz was trained using a subset of 10,000 extracted segments from the dataset of construct 305–379 (see Supplementary file 1, table 13). This trained model was used to predict positions for filaments for all other datasets using a Topaz threshold value ranging from –4 to –7, combined with custom-made Python code to output start-end coordinates of helical segments, rather than individual coordinates for all segments (Lövestam and Scheres, 2022; Scheres, 2022). In total, 38 data sets were picked using Topaz. Data sets with low contrast, due to thick ice or imaging too close to focus, required manual picking. The picked particles were extracted in boxes of either 1028 or 768 pixels, and then down-scaled to 256 or 128 pixels, respectively. For all data sets, reference-free 2D classification was performed to assess different polymorphs, cross-over distances, and to select suitable segments for further processing. Initial models were generated de novo from 2D class average images using relion_helix_inimodel2d (Scheres, 2020). Subsequently, 3D classification was used to select particles leading to the best reconstructions, and 3D auto-refinement was used to extend resolution and to optimise the helical twist and rise parameters. For all rendered maps in Figures 1, 2 and 4, Bayesian polishing (Zivanov et al., 2019) and CTF refinement (Zivanov et al., 2020) were performed to further increase resolution. Final maps were sharpened using standard post-processing procedures in RELION, and reported resolutions were estimated using a threshold of 0.143 in the FSC between two independently refined half-maps (Figure 1—figure supplements 67; Chen et al., 2013).

Reported percentages of filament types were calculated from the number of assigned segments to 2D classes. Filament types 15c and 15d could not be distinguished from their 2D class averages. In this case, fuzzy density in the reconstruction hinted at remaining structural heterogeneity in the data. These filament types were separated by 3D classification, and the reported percentages were calculated from the number of segments in the 3D classes. We note that experimental noise in the cryo-EM images leads to stochasticity in their class assignments, and that sample preparation artefacts may affect different filament types to different extents. Therefore, the reported percentages might not reflect the exact relative amounts of filament types in the original assembly reaction.

Model building

All atomic models were built de novo in COOT, using three rungs for each structure. Coordinate refinement was performed in ISOLDE (Croll, 2018; Casañal et al., 2020). Dihedral angles from the middle rung, which was set as a template, were also applied to the rungs below and above. For each refined structure, separate model refinements were performed on the first half-map, after increasing the temperature to 300 K for 1 min. The resulting model was then compared to this half-map (FSCwork), as well as to the other (FSCtest), to confirm the absence of overfitting (Figure 1—figure supplements 67). Further details of data processing and model refinement and validation are given in Supplementary file 1, Tables 1-25.

For reconstructions with estimated resolutions beyond 2.9 Å, densities for the backbone oxygen atoms provide direct evidence for the handedness of the filament. In this manner, both AD and CTE filaments were shown to be left-handed (Falcon et al., 2019; Shi and Murzin, 2021). Structures that contained protofilaments with AD or CTE folds (or minor variations thereof, e.g. with LiCl or KCl instead of NaCl) were assumed to be also left-handed. With the exception of the reconstruction for filament type 47a, which showed backbone oxygen atoms indicative of a right-handed filament, all reconstructions of filaments with previously unobserved protofilament folds with resolutions beyond 2.9 Å (i.e. filament types 12a, 27a 38a, 40a, 44a, 45a, and 47a) showed backbone oxygen densities indicative of left-handed filaments. Only two filament types with previously unobserved protofilament folds were solved at resolutions worse than 2.9 Å: filament type 39a at 3.4 Å and filament type 41a at 3.2 Å. Filament type 39a is the same fold as filament type 40a, which at 2.3 Å resolution was shown to be left-handed. Filament 41a comprises a polyproline-like left-handed helix at the end of R2 that is similar to the polyproline-like helices observed at the end of R3 in PHFs and CTE filaments, suggesting that filament 41a is also left-handed. In addition, we modelled and refined this structure in both hands.

The model fitted in the left-handed map has a better FSC and appears to fit the density better than the model fitted in the right-handed map (Figure 1—figure supplement 8). The handedness of filaments with previously unobserved protofilament folds that were solved at resolutions insufficient for atomic modelling (i.e. filament types 19a, 28a, 29a, 30a, 31a, and 46a) remains unclear.

The schematics in Figure 1—figure supplements 45 were made with Takanori Nakane’s atoms2svg.py script, which is publicly available from: https://doi.org/10.5281/zenodo.4090924.

Acknowledgements

We thank RA Crowther, JG Greener, and M Wilkinson for helpful discussions; T Darling and J Grimmett for help with high-performance computing; D Cats and M van Beers for help with the Glacios and Krios G4 systems at Eindhoven; and the Electron Microscopy Facility of the MRC Laboratory of Molecular Biology and the Thermo Fisher Scientific Research and Development Facility for help with cryo-EM data acquisition.

Funding Statement

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Contributor Information

Michel Goedert, Email: mg@mrc-lmb.cam.ac.uk.

Sjors HW Scheres, Email: scheres@mrc-lmb.cam.ac.uk.

Edward H Egelman, University of Virginia, United States.

Jeannie Chin, Baylor College of Medicine, United States.

Funding Information

This paper was supported by the following grants:

  • Medical Research Council MC_UP_A025_1013 to Sjors HW Scheres.

  • Medical Research Council MC-U105184291 to Michel Goedert.

Additional information

Competing interests

No competing interests declared.

is affiliated with Thermo Fisher Scientific. The author has no financial interests to declare.

No competing interests declared.

Reviewing editor, eLife.

Author contributions

Sofia Lovestam performed all experiments, except cryo-EM data acquisition at Eindhoven, Conceptualization, Data curation, Formal analysis, Investigation, Validation, Visualization, Writing – original draft, Writing – review and editing.

Resources, Writing – review and editing.

Software, Writing – review and editing.

Investigation, Resources, Software, Writing – original draft, Writing – review and editing.

Formal analysis, Validation, Visualization, Writing – review and editing.

Conceptualization, Data curation, Formal analysis, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review and editing.

Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review and editing.

Additional files

Supplementary file 1. Cryo-EM data processing, refinement and validation statistics (Supplementary Tables 1-25).
elife-76494-supp1.docx (79.1KB, docx)
Transparent reporting form
Source data 1. Uncropped gel of Figure 4—figure supplement 2.
elife-76494-data1.zip (674.4KB, zip)

Data availability

There are no restrictions on data and materials availability. Cryo-EM maps and atomic models have been deposited at the EMDB and the PDB, respectively (see Supplementary file 1 - Tables 1-25 for their accession codes). In addition, the raw cryo-EM data, together with the relevant intermediate steps of their processing have been deposited at EMPIAR for three data sets: EMPIAR-10940 for data set 11; EMPIAR-10943 for data set 10; EMPIAR-10944 for data set 15.

The following datasets were generated:

Lovestam S, Scheres SHW. 2022. Tutorial for high-throughput cryo-EM structure determination of amyloids: Dataset 1. EBI. 10940

Lovestam S, Scheres SHW. 2022. Tutorial for high-throughput cryo-EM structure determination of amyloids: Dataset 2. EBI. 10943

Lovestam S, Scheres SHW. 2022. Tutorial for high-throughput cryo-EM structure determination of amyloids: Dataset 3. EMPIAR. 10944

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments into Quadruple Helical Filaments type 1 (2c) RCSB Protein Data Bank. 7QJV

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments into Quadruple Helical Filaments type 1 (2c) Electron Microscopy Data Bank. 14023

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like Paired Helical Filaments from Alzheimer's Disease. RCSB Protein Data Bank. 7QL4

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like Paired Helical Filaments from Alzheimer's Disease. Electron Microscopy Data Bank. 14063

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like chronic traumatic encephalopathy type II (8a) RCSB Protein Data Bank. 7QJW

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like chronic traumatic encephalopathy type II (8a) Electron Microscopy Data Bank. 14024

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaCl (8b) RCSB Protein Data Bank. 7QL3

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaCl (8b) Electron Microscopy Data Bank. 14062

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9a) RCSB Protein Data Bank. 7QJY

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9a) Electron Microscopy Data Bank. 14026

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9b) RCSB Protein Data Bank. 7QJZ

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9b) Electron Microscopy Data Bank. 14027

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10a) RCSB Protein Data Bank. 7QK5

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10a) Electron Microscopy Data Bank. 14038

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10b) RCSB Protein Data Bank. 7R5H

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10b) Electron Microscopy Data Bank. 14320

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with ZnCl2 (11a) RCSB Protein Data Bank. 7QKL

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with ZnCl2 (11a) Electron Microscopy Data Bank. 14046

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with CuCl2 (12a) RCSB Protein Data Bank. 7QKF

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with CuCl2 (12a) Electron Microscopy Data Bank. 14040

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14a) RCSB Protein Data Bank. 7QKU

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14a) Electron Microscopy Data Bank. 14053

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14b) RCSB Protein Data Bank. 7QKJ

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14b) Electron Microscopy Data Bank. 14044

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with MgSO4 and NaCl (15a) RCSB Protein Data Bank. 7QKV

Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with MgSO4 and NaCl (15a) Electron Microscopy Data Bank. 14054

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15b) RCSB Protein Data Bank. 7QKX

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15b) Electron Microscopy Data Bank. 14056

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15c) RCSB Protein Data Bank. 7QL0

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15c) Electron Microscopy Data Bank. 14059

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaHCO3 and NaCl (16a) RCSB Protein Data Bank. 7R4T

Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaHCO3 and NaCl (16a) Electron Microscopy Data Bank. 14316

Lovestam S, Scheres SHW. 2022. In vitro assembled 244-391 tau filaments with Na2P2O7 (20a) RCSB Protein Data Bank. 7QL2

Lovestam S, Scheres SHW. 2022. In vitro assembled 244-391 tau filaments with Na2P2O7 (20a) Electron Microscopy Data Bank. 14061

Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 tau filaments in PBS (23a) RCSB Protein Data Bank. 7QL1

Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 tau filaments in PBS (23a) Electron Microscopy Data Bank. 14060

Lovestam S, Scheres SHW. 2022. In vitro assembled 305-379 tau filaments (27a) RCSB Protein Data Bank. 7QKZ

Lovestam S, Scheres SHW. 2022. In vitro assembled 305-379 tau filaments (27a) Electron Microscopy Data Bank. 14058

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments, 700 rpm (34a) RCSB Protein Data Bank. 7QJX

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments, 700 rpm (34a) Electron Microscopy Data Bank. 14025

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments in PBS (35d) RCSB Protein Data Bank. 7QK1

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments in PBS (35d) Electron Microscopy Data Bank. 14028

Lovestam S, Scheres SHW. 2022. In vitro assembled 300-391 tau filaments in PBS (36a) RCSB Protein Data Bank. 7QK2

Lovestam S, Scheres SHW. 2022. In vitro assembled 300-391 tau filaments in PBS (36a) Electron Microscopy Data Bank. 14029

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments, 700 rpm (38a) RCSB Protein Data Bank. 7QK3

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments, 700 rpm (38a) Electron Microscopy Data Bank. 14030

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with phosphoglycerate, 700 rpm (39a) RCSB Protein Data Bank. 7QKG

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with phosphoglycerate, 700 rpm (39a) Electron Microscopy Data Bank. 14041

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with heparan sulphate, 700 rpm (40a) RCSB Protein Data Bank. 7QK6

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with heparan sulphate, 700 rpm (40a) Electron Microscopy Data Bank. 14039

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with sodium azide, (41a) RCSB Protein Data Bank. 7QKH

Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with sodium azide, (41a) Electron Microscopy Data Bank. 14042

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-408 S396D S400D T403D S404D tau filaments (42a) RCSB Protein Data Bank. 7QKI

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-408 S396D S400D T403D S404D tau filaments (42a) Electron Microscopy Data Bank. 14043

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-441 S396D S400D T403D S404D tau filaments (43a) RCSB Protein Data Bank. 7QKK

Lovestam S, Scheres SHW. 2022. In vitro assembled 297-441 S396D S400D T403D S404D tau filaments (43a) Electron Microscopy Data Bank. 14045

Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with KCl (44a) RCSB Protein Data Bank. 7QKW

Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with KCl (44a) Electron Microscopy Data Bank. 14055

Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with NaCl (45a) RCSB Protein Data Bank. 7QKM

Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with NaCl (45a) Electron Microscopy Data Bank. 14047

Lovestam S, Scheres SHW. 2022. In vitro assembled 0N4R tau filaments with phosphoserine (47a) RCSB Protein Data Bank. 7QKY

Lovestam S, Scheres SHW. 2022. In vitro assembled 0N4R tau filaments with phosphoserine (47a) Electron Microscopy Data Bank. 14057

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Editor's evaluation

Edward H Egelman 1

In this paper 76 cryo-EM structures of recombinant tau filaments assembled in vitro are described. This is a scientific tour-de-force, and will provide an immense database that can be used by everyone working in the amyloid field. When this knowledge is combined with the structure of tau filaments in vivo, it will help shape the design of laboratory experiments in the future to generate the conditions to replicate the in vivo forms in vitro.

Decision letter

Editor: Edward H Egelman1
Reviewed by: Edward H Egelman2, Fengbin Wang3, Louise C Serpell4

Our editorial process produces two outputs: i) public reviews designed to be posted alongside the preprint for the benefit of readers; ii) feedback on the manuscript for the authors, including requests for revisions, shown below. We also include an acceptance summary that explains what the editors found interesting or important about the work.

Decision letter after peer review:

Thank you for submitting your article "Assembly of recombinant tau into filaments identical to those of Alzheimer's disease and chronic traumatic encephalopathy" for consideration by eLife. Your article has been reviewed by 4 peer reviewers, including Edward H Egelman as the Reviewing Editor and Reviewer #1, and the evaluation has been overseen by Jeannie Chin as the Senior Editor. The following individuals involved in review of your submission have agreed to reveal their identity: Fengbin Wang (Reviewer #3); Louise C Serpell (Reviewer #4).

The reviewers have discussed their reviews with one another, and the Reviewing Editor has drafted this to help you prepare a revised submission.

Essential revisions:

1) For one filament solved at 1.8 Å resolution, they determined the hand of these polymers from the carbonyl oxygens. But it is unclear how the hand was determined or chosen for the rest. The reason that this is important is because it is stated: "Whereas all previously described tau filaments had a left-handed twist, phosphoserine-induced filaments were right-handed." Is it actually true that all previously described tau filaments had a left-handed twist, or was that assumed in many papers? The authors of two recent papers in the amyloid field were asked about what experimental evidence they had for stating that their filaments were left-handed. In both cases, they replied that this was an assumption based upon the literature, and it was a mistake to never state this in the paper (or, in one case, to actually imply that the filaments were observed to be left-handed). While it might be thought that one might require almost near-atomic resolution to see the hand directly, a recent PNAS paper on a largely β structure (10.1073/pnas.2120346119) showed that the hand could be determined at 2.5 Å resolution, and a Nature Communications paper (10.1038/s41467-020-19512-3) showed this at 2.6 Å resolution. It would help the amyloid field greatly to explicitly state in all cases when the hand has been determined, when it has been assumed, and test what resolution might be required to have confidence in describing the hand.

2) There is a basic question about cryo-EM studies of fibrils that should be addressed directly and honestly by the authors, namely that the cryo-EM densities and molecular models are generally constructed from less than half of the particles that are originally picked, in some cases much less than half (e.g., 12% for polymorph "2c", a combined 14% for polymorphs "8a" and "8b", 5% for polymorph "10a", etc., according to the supplementary tables). In addition, much of the fibrillar material that is prepared may be lost in the initial centrifugation step to "remove any large aggregates", and fibrils that are self-associated on the cryo-EM grids are probably not picked. Therefore, it seems to me that statements to the effect that certain conditions do or do not produce certain polymorphs (or predominantly produce certain polymorphs) can not be strongly justified. The authors should admit that this is a real problem, explain how they deal with this problem, and include appropriate caveats and modifications to their language, to clarify that their conclusions are based entirely on the fibrils that are observable as distinct entities by cryo-EM, which could potentially be a subset of the fibrils that are present in the original samples. (The same statements apply to cryo-EM of brain-extracted fibrils as well, although that is not the subject of this manuscript.) How can one have 100% unless entire grids have been examined?

3. Table 1 should include columns that summarize the "folds" that are observed under the various sets of conditions. For example, "1a" is a new fold, while "2a", "3a", "4a", etc. are the AD PHF fold. Including this information in Table 1 would make the paper much easier to follow.

4. I strongly recommend that the authors develop and include a quantitative measure of the similarity of one cryo-EM density to another, and/or one structural model to another. Currently, they are using rather qualitative and potentially subjective visual comparisons or overlays, but they are making strong statements such as "…the first type was IDENTICAL to CTE type II filaments". For structural models, they could use the rmsds of heavy atoms. For densities, I suppose they could use an approach related to the FSC method that is used to evaluate the resolution of a single density. (Perhaps a good method already exists, but I am not aware of it.)

5. What do the authors mean by "high-throughput cryo-EM structure determination"? This should be defined or explained in the main text.

6. Have the authors already tried to propagate the structures of their brain-extracted tau fibrils in vitro, by seeded fibril growth as in the experiments on amyloid-β fibrils by the Tycko lab? I know that the MRC group has published a paper claiming that brain-extracted α-synuclein fibrils can not be propagated in vitro (at least not with the specific approach used in their FEBS OpenBio paper). If they have tried to propagate brain-extracted tau fibrils in vitro, they should mention this in the current manuscript. If not, they should consider performing such experiments and including the results in this manuscript. For example, it would be interesting to know whether the in vitro growth conditions that result in AD PHF polymorphs are also good conditions for propagation of genuine PHFs from AD brain tissue, while other conditions are not as good.

7. The authors say "we previously showed that heparin-induced tau filament formation leads to structures that are different from those present in disease". This is one example of an overly confident statement, related to the points raised above. In light of the strong dependence of tau fibril structures on the precise details of growth conditions indicated by the results in this manuscript, it seems quite possible, even likely, that conditions can be found under which heparin-induced tau filaments are the SAME as those present in disease. The authors should modify this statement, and others like it throughout the paper, to indicate that this statement is based on a specific set of experiments, performed under specific conditions, leaving open the possibility that other conditions could produce different results.

8. The authors say "filaments were picked manually or automatically using Topaz". This needs clarification. In particular, how useful was the Topaz approach? How many of the reported densities are based on automatic picking? Or for a given density, what fraction of the particles resulted from automatic vs. manual picking? Did the automatically-picked filaments need to be manually curated before being used? When was Topaz successful, and when was it not?

9. The authors' choices of references at certain points in the manuscript seem unjustified. For example, the 2011 paper by Fitzpatrick et al. is not an appropriate reference for the statement that "amyloid filament formation is driven by hydrogen bond formation between the extended β-sheets along the helical axis", as this was a well-established fact about amyloid structures long before 2011 (e.g., from x-ray fiber diffraction and solid state NMR). Similarly, references for the statement that "multiple different amyloid structures have been reported for proteins like tau, amyloid-β, α-synuclein,…" are limited to the relatively recent papers based on cryo-EM measurements, when in fact polymorphism was demonstrated in these cases by solid state NMR much earlier, and molecular structural models for amyloid-β and α-synuclein were developed years before the first truly successful cryo-EM results.

10. Along similar lines, I am not sure what to make of the statement that "For many years, amyloid formation has been studied…Until recently, these studies were blind to the structures being formed." This statement seems to ignore a large set of structural studies of α-synuclein, amyloid-β, huntingtin, tau, and other fibrils prior to 2017.

11. The statement that "it is possible that the cavity in the filaments formed with NaCl is FILLED with Na+ and Cl- ions" seems rather far-fetched, perhaps because I do not understand what the authors mean. What density of Na+ and Cl- would they need to explain their data?

12. The statement that "even distance restraints derived from solid-state NMR are probably not sufficient to tell all the different structures apart" is not relevant. It is well established from solid state NMR studies of tau, α-synuclein, and amyloid-β fibrils that different polymorphs are readily distinguished by differences in NMR chemical shifts, which result in different crosspeak patterns in 2D or 3D spectra. These crosspeak patterns are highly sensitive "fingerprints" of individual polymorphs, and are easy to obtain with 15N,13C-labeled samples. Distance restraints are used to develop full structural models, but are not needed to distinguish one polymorph from another. One can screen the dependence of various polymorph populations on growth conditions by recording and comparing the 2D or 3D spectra, which might take 0.5-5 days per sample, depending on the available quantities. The only issue then is whether the brain-extracted fibril structures can be self-propagated once by seeded growth, to create 15N,13C-labeled fibrils whose 2D or 3D spectra can be compared with spectra of fibrils that are grown entirely in vitro.

13. In the introduction (p2) the authors state that the addition of RNA or Phosphoserine to full length 4R tau lead to filament structures "different to those observed in disease". I think it is important to say "solved thus far". Of course, the research group have solved a very large number of disease related structure, but they can not rule out further structures that will be solved in the future and related to disease. I think this is a point to consider through out. I agree these are "new" structures, but they are not necessarily "non-physiological". It maybe that these structures have not yet been discovered ex-vivo (or in vivo).

14. On page 3, the authors mention some previous studies of dGAE and these were conducted with atomic force microscopy analysis as well as negative stain electron microscopy. So this should be updated. It could be useful to mention that one of these studies included comparison with sectioned AD tissue where the morphology of PHF could be observed (where filaments had not been extracted).

15. On page 4, the authors talk about THFs and QHFs that "have not been observed from AD brain". CryoEM provides structures for the most highly populated polymorph that can be extracted and averaged and so it is possible that THFs and QHFs could form in vivo or be present in vivo in minor proportions of the population. The author can not unequivocally discount their presence in vivo so I suggest reducing the tone of these sentences here and throughout.

16. The authors describe the structures of filaments formed in the "conditions of Al-Hilaly" (pages 5 and 6 and others). Firstly, this is not really helpful for the general reader and will make far more sense to replace this throughout with the conditions used (PB, pH7.4 etc). Furthermore, it is not possible for the authors to be certain that the conditions are identical to those used by other researchers, particularly given that the source of purified protein is different and the process of purification differs. The source of protein is likely to be of key importance for the generation of different polymorphs and will effect the morphologies formed. The only way to be sure that those formed under conditions used in Al-Hilaly et al., would be to use protein from the original source under identical conditions. In a wider context, this paper provides really important and useful information regarding the structures of tau filaments formed under varying conditions, but another researcher may not be able to reproduce these under the same conditions due to the nature of the purification variation as well as more subtle differences in the water, temperature, time frames and so on, even the shaker and the tubes or plates used will have an influence on the morphologies formed. This influence of small variations is well known for amyloid in general and it is important that the authors do not claim to know exactly how to make an AD PHF in general – but they do know how to make it under the conditions they use in their environment using their source of purified protein.

17. A general question pertaining to the morphologies observed : how exactly are particles selected for processing and then how does a class or classes get picked for further processing. Is it possible (in principle) to miss a population which has a low representation?

18. are the authors able to confirm that full length tau remains full length throughout the assembly process? It is possible (likely?) that a degree of degradation/fragmentation may occur leading to loss of regions of the protein and resulting in the composition of the filament being formed of shorter fragments? Could this be ruled out (e.g. immunolabelling to N/C termini; SDS page showing single protein without degradation products). It is really interesting that introduction of Asp for Ser converts the full-length protein to an aggregation prone protein. Does the sample condition include any protease inhibitors?

19. In the RNA enhanced structure, is any density available for RNA? I don't believe an image of the structure is provided in the paper or supplementary although I may have missed it

20. Overall, the paper is incredibly densely packed with structures which are really exciting. I wonder if the authors could consider additional labelling to help readers orient themselves around the structures. Previous work from this group has nicely included figures with labelled residues (in circles) which helps to examine these structures. For example, the authors have talked about a flip of the proline in one region but it is very difficult to see this in these quite small figures. I wondered whether there is a trans-isomerisation of the proline which might influence different morphology formation.

I think the paper would be even further enhanced by additional labelling to put structures in clearer context.

21. top of page 3 there is a. missing

GGT is referred to but it has not been defined or previously mentioned

22. Some of the structures are missing, such as 46, which is important since it is an RNA structure.

23. There appears to be a mistake when structure 11a is referred to as being in KCl and with C3 symmetry.

eLife. 2022 Mar 4;11:e76494. doi: 10.7554/eLife.76494.sa2

Author response


Essential revisions:

1) For one filament solved at 1.8 Å resolution, they determined the hand of these polymers from the carbonyl oxygens. But it is unclear how the hand was determined or chosen for the rest. The reason that this is important is because it is stated: "Whereas all previously described tau filaments had a left-handed twist, phosphoserine-induced filaments were right-handed." Is it actually true that all previously described tau filaments had a left-handed twist, or was that assumed in many papers? The authors of two recent papers in the amyloid field were asked about what experimental evidence they had for stating that their filaments were left-handed. In both cases, they replied that this was an assumption based upon the literature, and it was a mistake to never state this in the paper (or, in one case, to actually imply that the filaments were observed to be left-handed). While it might be thought that one might require almost near-atomic resolution to see the hand directly, a recent PNAS paper on a largely β structure (10.1073/pnas.2120346119) showed that the hand could be determined at 2.5 Å resolution, and a Nature Communications paper (10.1038/s41467-020-19512-3) showed this at 2.6 Å resolution. It would help the amyloid field greatly to explicitly state in all cases when the hand has been determined, when it has been assumed, and test what resolution might be required to have confidence in describing the hand.

At resolutions higher than 2.0 Å, the hand of an amyloid filament can be derived directly from the chirality of individual amino acid residues. At lower resolutions, the hand can be deduced from chiral features of secondary structure elements. In the β-strands, these include the orientations of main chain carbonyl groups relative to the side chains. Small bumps in the electron density maps, corresponding to the main chain oxygen atoms, are discernable at resolutions beyond ~2.9 Å. Cross-β amyloids are devoid of α-helices, but they may contain polyproline-like left-handed helices. There are such helices in some Tau filament structures, in particular in the protofilament interfaces of PHF AD and Type II CTE, formed by the PGGG motif at the end of R3. There is a new occurrence of such helices, formed by the PGGG motif at the end of R2, in the protofilament interface of structure 41a, solved at 3.2Å resolution. In the left-handed map for 41a filaments, these helices are left-handed.

We have added the following paragraph to the Methods section to clarify how the handedness of different filament types was determined:

“For reconstructions with estimated resolutions beyond 2.9 Å, densities for the backbone oxygen atoms provide direct evidence for the handedness of the filament. In this manner, both AD and CTE filaments were shown to be left-handed based (Falcon et al., 2019; Shi, et al., 2021). […] The handedness of filaments with previously unobserved protofilament folds that were solved at resolutions insufficient for atomic modelling (i.e. filament types 19a, 28a, 29a, 30a, 31a and 46a) remains unclear.”

We have also modified the statement about all previously observed tau filaments being left-handed. This sentence now reads:

“Whereas most tau filaments described in this paper have a left-handed twist (see Methods), phosphoserine-induced filaments are right-handed.”

2) There is a basic question about cryo-EM studies of fibrils that should be addressed directly and honestly by the authors, namely that the cryo-EM densities and molecular models are generally constructed from less than half of the particles that are originally picked, in some cases much less than half (e.g., 12% for polymorph "2c", a combined 14% for polymorphs "8a" and "8b", 5% for polymorph "10a", etc., according to the supplementary tables). In addition, much of the fibrillar material that is prepared may be lost in the initial centrifugation step to "remove any large aggregates", and fibrils that are self-associated on the cryo-EM grids are probably not picked. Therefore, it seems to me that statements to the effect that certain conditions do or do not produce certain polymorphs (or predominantly produce certain polymorphs) can not be strongly justified. The authors should admit that this is a real problem, explain how they deal with this problem, and include appropriate caveats and modifications to their language, to clarify that their conclusions are based entirely on the fibrils that are observable as distinct entities by cryo-EM, which could potentially be a subset of the fibrils that are present in the original samples. (The same statements apply to cryo-EM of brain-extracted fibrils as well, although that is not the subject of this manuscript.) How can one have 100% unless entire grids have been examined?

There are two aspects to this point. First, there is the selection of a subset of particles from a larger set of initially picked particles to calculate the final reconstruction. This is common practice in cryo-EM structure determination. It is understood to be an efficient way to improve the quality and resolution of cryo-EM reconstructions. Noise artefacts in the images, neighbouring particles, damaged particles, variations in ice thickness and probably many more factors lead to a variety in the signal-to-noise ratios and alignability of individual particles. Thanks to powerful image classification algorithms, the best particles can be identified and used for final reconstruction. Using more particles typically leads to the same structures, but at the expense of the quality and resolution of the reconstruction.

Second, there is the argument that certain filament types may clump together more than others and thereby be removed during sample preparation (or image processing). We note that sample preparation artefacts are relevant for all techniques in structural biology and that they are generally hard to address. We do often observe large clumps of filaments on cryo-EM grids (also for ex vivo samples). This was for example the case for dataset 2 (a-d) and required imaging at the periphery of the clumps to obtain sufficient data. We typically find that the structures at the periphery of clumps are the same as those from other parts of the grid. The centrifuge spin prior to grid plunging helps to remove the majority of large clumps, which would otherwise stick to the grid and lead to ice that is too thick for imaging.

We have added the following statement to the Methods section:

“Reported percentages of filament types were calculated from the number of assigned segments to 2D classes. Filament types 15c and 15d could not be distinguished from their 2D class averages. In this case, fuzzy density in the reconstruction hinted at remaining structural heterogeneity in the data. These filament types were separated by 3D classification, and the reported percentages were calculated from the number of segments in the 3D classes. We note that experimental noise in the cryo-EM images leads to stochasticity in their class assignments, and that sample preparation artefacts may affect different filament types to different extents. Therefore, the reported percentages might not reflect the exact relative amounts of filament types in the original assembly reaction.”

3. Table 1 should include columns that summarize the "folds" that are observed under the various sets of conditions. For example, "1a" is a new fold, while "2a", "3a", "4a", etc. are the AD PHF fold. Including this information in Table 1 would make the paper much easier to follow.

We have updated Table 1 as suggested.

4. I strongly recommend that the authors develop and include a quantitative measure of the similarity of one cryo-EM density to another, and/or one structural model to another. Currently, they are using rather qualitative and potentially subjective visual comparisons or overlays, but they are making strong statements such as "…the first type was IDENTICAL to CTE type II filaments". For structural models, they could use the rmsds of heavy atoms. For densities, I suppose they could use an approach related to the FSC method that is used to evaluate the resolution of a single density. (Perhaps a good method already exists, but I am not aware of it.)

At various places in the revised manuscript, we have inserted all-atom (except hydrogens) r.m.s.d. values when we claim structures are (nearly) identical to others.

5. What do the authors mean by "high-throughput cryo-EM structure determination"? This should be defined or explained in the main text.

We now define “high-throughput cryo-EM structure determination” in the Discussion:

“Whereas solving a cryo-EM structure previously constituted a scientific project in itself, current throughputs allow the use of cryo-EM structure determination as a tool in projects with a wider scope. We envision that this type of high-throughput cryo-EM structure determination will play a crucial role in future investigations into the structural diversity of amyloids.”

6. Have the authors already tried to propagate the structures of their brain-extracted tau fibrils in vitro, by seeded fibril growth as in the experiments on amyloid-β fibrils by the Tycko lab? I know that the MRC group has published a paper claiming that brain-extracted α-synuclein fibrils can not be propagated in vitro (at least not with the specific approach used in their FEBS OpenBio paper). If they have tried to propagate brain-extracted tau fibrils in vitro, they should mention this in the current manuscript. If not, they should consider performing such experiments and including the results in this manuscript. For example, it would be interesting to know whether the in vitro growth conditions that result in AD PHF polymorphs are also good conditions for propagation of genuine PHFs from AD brain tissue, while other conditions are not as good.

This is one of the exciting opportunities that our in vitro assembled filaments bring for further research, and we certainly have plans to perform experiments along the lines suggested. However, because this paper is already long and filled with a large amount of experimental data, we suggest such experiments would be better in a separate, future paper.

7. The authors say "we previously showed that heparin-induced tau filament formation leads to structures that are different from those present in disease". This is one example of an overly confident statement, related to the points raised above. In light of the strong dependence of tau fibril structures on the precise details of growth conditions indicated by the results in this manuscript, it seems quite possible, even likely, that conditions can be found under which heparin-induced tau filaments are the SAME as those present in disease. The authors should modify this statement, and others like it throughout the paper, to indicate that this statement is based on a specific set of experiments, performed under specific conditions, leaving open the possibility that other conditions could produce different results.

We have replaced this statement, and similar ones elsewhere, with:

“We previously showed that heparin-induced tau filament formation led to structures that are different from those observed in disease thus far, under the conditions used”.

8. The authors say "filaments were picked manually or automatically using Topaz". This needs clarification. In particular, how useful was the Topaz approach? How many of the reported densities are based on automatic picking? Or for a given density, what fraction of the particles resulted from automatic vs. manual picking? Did the automatically-picked filaments need to be manually curated before being used? When was Topaz successful, and when was it not?

Entire data sets were picked either manually or using Topaz. We have added the following sentences to the Methods section:

“In total, 38 data sets were picked using Topaz. Data sets with low contrast, due to thick ice or imaging too close to focus, required manual picking.”

In addition, aiming at a wide adaptation of our methods in the field, we have now written a methods-oriented paper that describes the Topaz implementation, as well as general guidelines about amyloid structure determination, in more detail. A preprint of this paper is available on bioRxiv (DOI: 10.1101/2022.02.07.479378), and we now cite this preprint in the Methods section.

As per instructions of the editorial team, we have also included a reference to the commit on github, where we host the modified Topaz code.

9. The authors' choices of references at certain points in the manuscript seem unjustified. For example, the 2011 paper by Fitzpatrick et al. is not an appropriate reference for the statement that "amyloid filament formation is driven by hydrogen bond formation between the extended β-sheets along the helical axis", as this was a well-established fact about amyloid structures long before 2011 (e.g., from x-ray fiber diffraction and solid state NMR). Similarly, references for the statement that "multiple different amyloid structures have been reported for proteins like tau, amyloid-β, α-synuclein,…" are limited to the relatively recent papers based on cryo-EM measurements, when in fact polymorphism was demonstrated in these cases by solid state NMR much earlier, and molecular structural models for amyloid-β and α-synuclein were developed years before the first truly successful cryo-EM results.

We have removed the sentence with the Fitzpatrick citation, and have added older citations to ssNMR structures for several of the other proteins. The revised text reads:

“The observation that the same proteins can adopt multiple different amyloid structures has made it clear that the paradigm by which a protein's sequence defines its structure may not hold for amyloids. Apparently, the packing of β-sheets against each other in amyloid filaments can happen in many ways for a single amino acid sequence. Our work described here and performed previously (Zhang et al., 2019; Shi, Zhang, et al., 2021) illustrates this for tau. Similar observations have been made for amyloid-β (Bertini et al., 2011; Lu et al., 2013; Xiao et al., 2015, p. 201; Wälti et al., 2016; Kollmer et al., 2019; Yang et al., 2022), α-synuclein (Tuttle et al., 2016; B. Li et al., 2018; Y. Li et al., 2018; Guerrero-Ferreira et al., 2019; Schweighauser et al., 2020; Lövestam et al., 2021), TAR DNA binding protein-43 (TDP-43) (Arseni et al., 2021; Li, Babinchak and Surewicz, 2021) and immunoglobulin light chain (Radamaker et al., 2019; Swuec et al., 2019).”

10. Along similar lines, I am not sure what to make of the statement that "For many years, amyloid formation has been studied…Until recently, these studies were blind to the structures being formed." This statement seems to ignore a large set of structural studies of α-synuclein, amyloid-β, huntingtin, tau, and other fibrils prior to 2017.

We have removed this statement from the manuscript.

11. The statement that "it is possible that the cavity in the filaments formed with NaCl is FILLED with Na+ and Cl- ions" seems rather far-fetched, perhaps because I do not understand what the authors mean. What density of Na+ and Cl- would they need to explain their data?

We have changed the sentence to:

“Therefore, it is possible that the extra density in the cavity of filaments formed with NaCl also corresponds to Na+ and Cl- ions”.

At this point we are not fully confident that the extra density in the cavity of in vitro filaments formed NaCl or CTE filaments corresponds to Na+ and Cl- ions. However, as this hypothesis could guide important follow-up experiments, we considered it important to spell out and have used eLife’s new section on “Ideas and speculations” to do so.

12. The statement that "even distance restraints derived from solid-state NMR are probably not sufficient to tell all the different structures apart" is not relevant. It is well established from solid state NMR studies of tau, α-synuclein, and amyloid-β fibrils that different polymorphs are readily distinguished by differences in NMR chemical shifts, which result in different crosspeak patterns in 2D or 3D spectra. These crosspeak patterns are highly sensitive "fingerprints" of individual polymorphs, and are easy to obtain with 15N,13C-labeled samples. Distance restraints are used to develop full structural models, but are not needed to distinguish one polymorph from another. One can screen the dependence of various polymorph populations on growth conditions by recording and comparing the 2D or 3D spectra, which might take 0.5-5 days per sample, depending on the available quantities. The only issue then is whether the brain-extracted fibril structures can be self-propagated once by seeded growth, to create 15N,13C-labeled fibrils whose 2D or 3D spectra can be compared with spectra of fibrils that are grown entirely in vitro.

We have removed the statement about NMR distance restraints from the manuscript.

13. In the introduction (p2) the authors state that the addition of RNA or Phosphoserine to full length 4R tau lead to filament structures "different to those observed in disease". I think it is important to say "solved thus far". Of course, the research group have solved a very large number of disease related structure, but they can not rule out further structures that will be solved in the future and related to disease. I think this is a point to consider through out. I agree these are "new" structures, but they are not necessarily "non-physiological". It maybe that these structures have not yet been discovered ex-vivo (or in vivo).

We have changed the sentence as suggested. It now reads:

“Below, we show that the addition of RNA or phosphoserine to full-length recombinant 4R tau also led to filament structures that are different from those observed in disease thus far.”

14. On page 3, the authors mention some previous studies of dGAE and these were conducted with atomic force microscopy analysis as well as negative stain electron microscopy. So this should be updated. It could be useful to mention that one of these studies included comparison with sectioned AD tissue where the morphology of PHF could be observed (where filaments had not been extracted).

We have updated the Lutter citation and added ‘atomic force microscopy’ to this sentence. It now reads:

“It assembles into filaments with similar morphologies to AD PHFs by negative staining EM and atomic force microscopy (Novak, Kabat and Wischik, 1993; Al-Hilaly et al., 2017, 2020; Lutter et al., 2022).”

15. On page 4, the authors talk about THFs and QHFs that "have not been observed from AD brain". CryoEM provides structures for the most highly populated polymorph that can be extracted and averaged and so it is possible that THFs and QHFs could form in vivo or be present in vivo in minor proportions of the population. The author can not unequivocally discount their presence in vivo so I suggest reducing the tone of these sentences here and throughout.

No Tau filaments consisting of more than two protofilaments have been observed in a dozen or so tauopathies, including AD, studied ex vivo by cryo-EM thus far. Possibly, this is because their formation would leave less room available for the accommodation of large unstructured parts of the full-length tau chains.

Besides the issue about certain filament types potentially being lost due to sample preparation artefacts that was addressed under point 2, an additional question about filament types remaining undetected in the image processing is raised. We note that filament types from minority populations as small as 2% have been reported in this work and elsewhere (e.g. Falcon et al. 2019 and Shi et al., Nature 2021), and that larger differences between filament types make it easier to detect them. Because THFs and QHFs consist of one or two extra protofilaments compared to PHFs and SFs, they should be easy to detect in AD brain preps. Therefore, we are relatively confident that we would have observed these, if they had represented at least a few percent of the filaments in AD brain.

In any case, the statement “THFs and QHFs have not been observed in brain extracts from individuals with AD” remains accurate.

16. The authors describe the structures of filaments formed in the "conditions of Al-Hilaly" (pages 5 and 6 and others). Firstly, this is not really helpful for the general reader and will make far more sense to replace this throughout with the conditions used (PB, pH7.4 etc). Furthermore, it is not possible for the authors to be certain that the conditions are identical to those used by other researchers, particularly given that the source of purified protein is different and the process of purification differs. The source of protein is likely to be of key importance for the generation of different polymorphs and will effect the morphologies formed. The only way to be sure that those formed under conditions used in Al-Hilaly et al., would be to use protein from the original source under identical conditions. In a wider context, this paper provides really important and useful information regarding the structures of tau filaments formed under varying conditions, but another researcher may not be able to reproduce these under the same conditions due to the nature of the purification variation as well as more subtle differences in the water, temperature, time frames and so on, even the shaker and the tubes or plates used will have an influence on the morphologies formed. This influence of small variations is well known for amyloid in general and it is important that the authors do not claim to know exactly how to make an AD PHF in general – but they do know how to make it under the conditions they use in their environment using their source of purified protein.

We now refer to this condition as condition 1 (Table 1).

17. A general question pertaining to the morphologies observed : how exactly are particles selected for processing and then how does a class or classes get picked for further processing. Is it possible (in principle) to miss a population which has a low representation?

See our replies to points 2 and 15. Detailed instructions and examples of how to select classes are included in the preprint that is also mentioned under point 8.

18. are the authors able to confirm that full length tau remains full length throughout the assembly process? It is possible (likely?) that a degree of degradation/fragmentation may occur leading to loss of regions of the protein and resulting in the composition of the filament being formed of shorter fragments? Could this be ruled out (e.g. immunolabelling to N/C termini; SDS page showing single protein without degradation products). It is really interesting that introduction of Asp for Ser converts the full-length protein to an aggregation prone protein. Does the sample condition include any protease inhibitors?

Following the reviewer’s suggestion, we have checked the filament assembly reactions of the phosphomimetic mutants and found no evidence for proteolysis. We have inserted an image of the corresponding SDS-PAGE gel as Figure 4 —figure supplement 2. The corresponding text in the Results section reads:

“Analysis by gel electrophoresis confirmed that the tau constructs forming these filaments remained intact (Figure 4 —figure supplement 2).”

19. In the RNA enhanced structure, is any density available for RNA? I don't believe an image of the structure is provided in the paper or supplementary although I may have missed it

This structure was not solved to sufficient resolution for atomic modelling and is therefore only present in Figure 1 —figure supplement 1 (number 46a). Without atomic modelling, we feel not comfortable making claims about the presence of RNA density.

20. Overall, the paper is incredibly densely packed with structures which are really exciting. I wonder if the authors could consider additional labelling to help readers orient themselves around the structures. Previous work from this group has nicely included figures with labelled residues (in circles) which helps to examine these structures. For example, the authors have talked about a flip of the proline in one region but it is very difficult to see this in these quite small figures. I wondered whether there is a trans-isomerisation of the proline which might influence different morphology formation.

I think the paper would be even further enhanced by additional labelling to put structures in clearer context.

We have included a new Figure 1 —figure supplement 2, which displays the suggested circle-representation of residues for previously unobserved folds. In addition, we have added more labels to Figure 1.

21. top of page 3 there is a. missing

We have inserted the full stop.

GGT is referred to but it has not been defined or previously mentioned

GGT (globular glial tauopathy) is defined at the top of page 2.

22. Some of the structures are missing, such as 46, which is important since it is an RNA structure.

Figure 1 only contains those that were solved to sufficient resolution to allow de novo atomic modelling with confidence. All structures solved are shown as XY cross-sections in Figure 1 —figure supplement 1. The RNA structure was not solved to sufficient resolution, and is shown in Figure 1 —figure supplement 1.

23. There appears to be a mistake when structure 11a is referred to as being in KCl and with C3 symmetry.

This has been corrected to 10a.

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Data Citations

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    26. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14b) RCSB Protein Data Bank. 7QKJ
    27. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14b) Electron Microscopy Data Bank. 14044
    28. Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with MgSO4 and NaCl (15a) RCSB Protein Data Bank. 7QKV
    29. Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with MgSO4 and NaCl (15a) Electron Microscopy Data Bank. 14054
    30. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15b) RCSB Protein Data Bank. 7QKX
    31. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15b) Electron Microscopy Data Bank. 14056
    32. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15c) RCSB Protein Data Bank. 7QL0
    33. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15c) Electron Microscopy Data Bank. 14059
    34. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaHCO3 and NaCl (16a) RCSB Protein Data Bank. 7R4T
    35. Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaHCO3 and NaCl (16a) Electron Microscopy Data Bank. 14316
    36. Lovestam S, Scheres SHW. 2022. In vitro assembled 244-391 tau filaments with Na2P2O7 (20a) RCSB Protein Data Bank. 7QL2
    37. Lovestam S, Scheres SHW. 2022. In vitro assembled 244-391 tau filaments with Na2P2O7 (20a) Electron Microscopy Data Bank. 14061
    38. Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 tau filaments in PBS (23a) RCSB Protein Data Bank. 7QL1
    39. Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 tau filaments in PBS (23a) Electron Microscopy Data Bank. 14060
    40. Lovestam S, Scheres SHW. 2022. In vitro assembled 305-379 tau filaments (27a) RCSB Protein Data Bank. 7QKZ
    41. Lovestam S, Scheres SHW. 2022. In vitro assembled 305-379 tau filaments (27a) Electron Microscopy Data Bank. 14058
    42. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments, 700 rpm (34a) RCSB Protein Data Bank. 7QJX
    43. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments, 700 rpm (34a) Electron Microscopy Data Bank. 14025
    44. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments in PBS (35d) RCSB Protein Data Bank. 7QK1
    45. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments in PBS (35d) Electron Microscopy Data Bank. 14028
    46. Lovestam S, Scheres SHW. 2022. In vitro assembled 300-391 tau filaments in PBS (36a) RCSB Protein Data Bank. 7QK2
    47. Lovestam S, Scheres SHW. 2022. In vitro assembled 300-391 tau filaments in PBS (36a) Electron Microscopy Data Bank. 14029
    48. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments, 700 rpm (38a) RCSB Protein Data Bank. 7QK3
    49. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments, 700 rpm (38a) Electron Microscopy Data Bank. 14030
    50. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with phosphoglycerate, 700 rpm (39a) RCSB Protein Data Bank. 7QKG
    51. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with phosphoglycerate, 700 rpm (39a) Electron Microscopy Data Bank. 14041
    52. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with heparan sulphate, 700 rpm (40a) RCSB Protein Data Bank. 7QK6
    53. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with heparan sulphate, 700 rpm (40a) Electron Microscopy Data Bank. 14039
    54. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with sodium azide, (41a) RCSB Protein Data Bank. 7QKH
    55. Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with sodium azide, (41a) Electron Microscopy Data Bank. 14042
    56. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-408 S396D S400D T403D S404D tau filaments (42a) RCSB Protein Data Bank. 7QKI
    57. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-408 S396D S400D T403D S404D tau filaments (42a) Electron Microscopy Data Bank. 14043
    58. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-441 S396D S400D T403D S404D tau filaments (43a) RCSB Protein Data Bank. 7QKK
    59. Lovestam S, Scheres SHW. 2022. In vitro assembled 297-441 S396D S400D T403D S404D tau filaments (43a) Electron Microscopy Data Bank. 14045
    60. Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with KCl (44a) RCSB Protein Data Bank. 7QKW
    61. Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with KCl (44a) Electron Microscopy Data Bank. 14055
    62. Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with NaCl (45a) RCSB Protein Data Bank. 7QKM
    63. Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with NaCl (45a) Electron Microscopy Data Bank. 14047
    64. Lovestam S, Scheres SHW. 2022. In vitro assembled 0N4R tau filaments with phosphoserine (47a) RCSB Protein Data Bank. 7QKY
    65. Lovestam S, Scheres SHW. 2022. In vitro assembled 0N4R tau filaments with phosphoserine (47a) Electron Microscopy Data Bank. 14057

    Supplementary Materials

    Supplementary file 1. Cryo-EM data processing, refinement and validation statistics (Supplementary Tables 1-25).
    elife-76494-supp1.docx (79.1KB, docx)
    Transparent reporting form
    Source data 1. Uncropped gel of Figure 4—figure supplement 2.
    elife-76494-data1.zip (674.4KB, zip)

    Data Availability Statement

    There are no restrictions on data and materials availability. Cryo-EM maps and atomic models have been deposited at the EMDB and the PDB, respectively (see Supplementary file 1 - Tables 1-25 for their accession codes). In addition, the raw cryo-EM data, together with the relevant intermediate steps of their processing have been deposited at EMPIAR for three data sets: EMPIAR-10940 for data set 11; EMPIAR-10943 for data set 10; EMPIAR-10944 for data set 15.

    The following datasets were generated:

    Lovestam S, Scheres SHW. 2022. Tutorial for high-throughput cryo-EM structure determination of amyloids: Dataset 1. EBI. 10940

    Lovestam S, Scheres SHW. 2022. Tutorial for high-throughput cryo-EM structure determination of amyloids: Dataset 2. EBI. 10943

    Lovestam S, Scheres SHW. 2022. Tutorial for high-throughput cryo-EM structure determination of amyloids: Dataset 3. EMPIAR. 10944

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments into Quadruple Helical Filaments type 1 (2c) RCSB Protein Data Bank. 7QJV

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments into Quadruple Helical Filaments type 1 (2c) Electron Microscopy Data Bank. 14023

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like Paired Helical Filaments from Alzheimer's Disease. RCSB Protein Data Bank. 7QL4

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like Paired Helical Filaments from Alzheimer's Disease. Electron Microscopy Data Bank. 14063

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like chronic traumatic encephalopathy type II (8a) RCSB Protein Data Bank. 7QJW

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with structures like chronic traumatic encephalopathy type II (8a) Electron Microscopy Data Bank. 14024

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaCl (8b) RCSB Protein Data Bank. 7QL3

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaCl (8b) Electron Microscopy Data Bank. 14062

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9a) RCSB Protein Data Bank. 7QJY

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9a) Electron Microscopy Data Bank. 14026

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9b) RCSB Protein Data Bank. 7QJZ

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with LiCl (9b) Electron Microscopy Data Bank. 14027

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10a) RCSB Protein Data Bank. 7QK5

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10a) Electron Microscopy Data Bank. 14038

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10b) RCSB Protein Data Bank. 7R5H

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with KCl (10b) Electron Microscopy Data Bank. 14320

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with ZnCl2 (11a) RCSB Protein Data Bank. 7QKL

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with ZnCl2 (11a) Electron Microscopy Data Bank. 14046

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with CuCl2 (12a) RCSB Protein Data Bank. 7QKF

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with CuCl2 (12a) Electron Microscopy Data Bank. 14040

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14a) RCSB Protein Data Bank. 7QKU

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14a) Electron Microscopy Data Bank. 14053

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14b) RCSB Protein Data Bank. 7QKJ

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgCl2 and NaCl (14b) Electron Microscopy Data Bank. 14044

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with MgSO4 and NaCl (15a) RCSB Protein Data Bank. 7QKV

    Lovestam S, Scheres SHW. 2022. In vitro assembled tau filaments with MgSO4 and NaCl (15a) Electron Microscopy Data Bank. 14054

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15b) RCSB Protein Data Bank. 7QKX

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15b) Electron Microscopy Data Bank. 14056

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15c) RCSB Protein Data Bank. 7QL0

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with MgSO4 and NaCl (15c) Electron Microscopy Data Bank. 14059

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaHCO3 and NaCl (16a) RCSB Protein Data Bank. 7R4T

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266/297 - 391 tau filaments with NaHCO3 and NaCl (16a) Electron Microscopy Data Bank. 14316

    Lovestam S, Scheres SHW. 2022. In vitro assembled 244-391 tau filaments with Na2P2O7 (20a) RCSB Protein Data Bank. 7QL2

    Lovestam S, Scheres SHW. 2022. In vitro assembled 244-391 tau filaments with Na2P2O7 (20a) Electron Microscopy Data Bank. 14061

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 tau filaments in PBS (23a) RCSB Protein Data Bank. 7QL1

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 tau filaments in PBS (23a) Electron Microscopy Data Bank. 14060

    Lovestam S, Scheres SHW. 2022. In vitro assembled 305-379 tau filaments (27a) RCSB Protein Data Bank. 7QKZ

    Lovestam S, Scheres SHW. 2022. In vitro assembled 305-379 tau filaments (27a) Electron Microscopy Data Bank. 14058

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments, 700 rpm (34a) RCSB Protein Data Bank. 7QJX

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments, 700 rpm (34a) Electron Microscopy Data Bank. 14025

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments in PBS (35d) RCSB Protein Data Bank. 7QK1

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-394 tau filaments in PBS (35d) Electron Microscopy Data Bank. 14028

    Lovestam S, Scheres SHW. 2022. In vitro assembled 300-391 tau filaments in PBS (36a) RCSB Protein Data Bank. 7QK2

    Lovestam S, Scheres SHW. 2022. In vitro assembled 300-391 tau filaments in PBS (36a) Electron Microscopy Data Bank. 14029

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments, 700 rpm (38a) RCSB Protein Data Bank. 7QK3

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments, 700 rpm (38a) Electron Microscopy Data Bank. 14030

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with phosphoglycerate, 700 rpm (39a) RCSB Protein Data Bank. 7QKG

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with phosphoglycerate, 700 rpm (39a) Electron Microscopy Data Bank. 14041

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with heparan sulphate, 700 rpm (40a) RCSB Protein Data Bank. 7QK6

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with heparan sulphate, 700 rpm (40a) Electron Microscopy Data Bank. 14039

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with sodium azide, (41a) RCSB Protein Data Bank. 7QKH

    Lovestam S, Scheres SHW. 2022. In vitro assembled 258-391 tau filaments with sodium azide, (41a) Electron Microscopy Data Bank. 14042

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-408 S396D S400D T403D S404D tau filaments (42a) RCSB Protein Data Bank. 7QKI

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-408 S396D S400D T403D S404D tau filaments (42a) Electron Microscopy Data Bank. 14043

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-441 S396D S400D T403D S404D tau filaments (43a) RCSB Protein Data Bank. 7QKK

    Lovestam S, Scheres SHW. 2022. In vitro assembled 297-441 S396D S400D T403D S404D tau filaments (43a) Electron Microscopy Data Bank. 14045

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with KCl (44a) RCSB Protein Data Bank. 7QKW

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with KCl (44a) Electron Microscopy Data Bank. 14055

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with NaCl (45a) RCSB Protein Data Bank. 7QKM

    Lovestam S, Scheres SHW. 2022. In vitro assembled 266-391 S356D tau filaments with NaCl (45a) Electron Microscopy Data Bank. 14047

    Lovestam S, Scheres SHW. 2022. In vitro assembled 0N4R tau filaments with phosphoserine (47a) RCSB Protein Data Bank. 7QKY

    Lovestam S, Scheres SHW. 2022. In vitro assembled 0N4R tau filaments with phosphoserine (47a) Electron Microscopy Data Bank. 14057


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