Derrick Lau1, Chloé Magnan1, Kathryn Hill2, Antony Cooper2,3, Yann Gambin1, Emma Sierecki1. 1. EMBL Australia Node for Single Molecule Sciences and School of Medical Sciences, Faculty of Medicine, the University of New South Wales, Sydney, New South Wales 2052, Australia. 2. The Australian Parkinson's Mission, The Garvan Institute of Medical Research, Darlinghurst, New South Wales 2010, Australia. 3. St Vincent's Clinical School, UNSW Sydney, Darlinghurst, New South Wales 2010, Australia.
Abstract
The quantification of α-synuclein aggregates has emerged as a promising biomarker for synucleinopathies. Assays that amplify and detect such aggregates have revealed the presence of seeding-competent species in biosamples of patients diagnosed with Parkinson's disease. However, multiple species, such as oligomers and amyloid fibrils, are formed during the aggregation of α-synuclein; these species are likely to coexist in biological samples, and thus it remains unclear which species(s) are contributing to the signal detected in seeding assays. To identify individual contributions to the amplification process, recombinant oligomers and preformed fibrils were produced and purified to characterize their individual biochemical and seeding potential. Here, we used single molecule spectroscopy to track the formation and purification of oligomers and fibrils at the single particle level and compare their respective seeding potential in an amplification assay. Single molecule detection validates that size-exclusion chromatography efficiently separates oligomers from fibrils. Oligomers were found to be seeding-competent, but our results reveal that their seeding behavior is very different compared to that of preformed fibrils, in our amplification assay. Overall, our data suggest that even a low number of preformed fibrils present in biosamples is likely to dominate the response in seeding assays.
The quantification of α-synuclein aggregates has emerged as a promising biomarker for synucleinopathies. Assays that amplify and detect such aggregates have revealed the presence of seeding-competent species in biosamples of patients diagnosed with Parkinson's disease. However, multiple species, such as oligomers and amyloid fibrils, are formed during the aggregation of α-synuclein; these species are likely to coexist in biological samples, and thus it remains unclear which species(s) are contributing to the signal detected in seeding assays. To identify individual contributions to the amplification process, recombinant oligomers and preformed fibrils were produced and purified to characterize their individual biochemical and seeding potential. Here, we used single molecule spectroscopy to track the formation and purification of oligomers and fibrils at the single particle level and compare their respective seeding potential in an amplification assay. Single molecule detection validates that size-exclusion chromatography efficiently separates oligomers from fibrils. Oligomers were found to be seeding-competent, but our results reveal that their seeding behavior is very different compared to that of preformed fibrils, in our amplification assay. Overall, our data suggest that even a low number of preformed fibrils present in biosamples is likely to dominate the response in seeding assays.
Entities:
Keywords:
PMCA; Parkinson’s disease; RT-QuIC; oligomers; preformed fibrils; protein misfolding cyclic amplification assay; real time quaking induced conversion; seed amplification assay; single molecule detection; α-Synuclein
Parkinson’s
disease (PD) is characterized by the loss of
neurons within the substantia nigra pars compacta, resulting in motor symptoms of tremors and rigidity to limbs, bradykinesia,
and stooped postures.[1] Although the etiology
of PD is still not well understood, it is established that α-synuclein
(α-syn) plays a central role in both idiopathic and familial
forms of the disease. α-Syn is a 14 kDa synaptic protein found
across many cells of the central nervous system and highly enriched
in dopaminergic neurons.[2] Missense mutations
of the α-syn encoding gene SNCA lead to an
increased propensity of α-syn to aggregate into fibrils and
are linked to familial forms of the disease.[3−5] Allele duplication
of the SNCA gene also leads to PD.[6] It is hypothesized that α-syn aggregates are the
catalysts that lead to the eventual formation of dense and compact
intraneuronal inclusions known as Lewy bodies, the pathological hallmark
of PD.[7] Dementia with Lewy bodies (DLB)
and multiple system atrophy (MSA) are also clinically related to PD
with the presence of intracellular α-syn aggregates. The consistent
presence of α-syn aggregates in these pathologies and the demonstrated
ability of these aggregates to spread to other cells with prion-like
behavior make pathogenic forms of α-syn both a promising biomarker
of synucleinopathies and a likely pathogenic mechanism of disease
progression. Recent developments, such as real time quaking induced
conversion (RT-QuIC) assay or protein misfolding cyclic amplification
(PMCA) assay utilize the self-templated amplification of α-syn
to detect the presence of α-syn aggregates in biofluids, in
particular, cerebrospinal fluid (CSF). Using these seed amplification
assays (SAAs), different groups have successfully identified patients
with diverse synucleinopathies.[8−10] Importantly, recent studies suggest
that SAAs could identify PD patients in the prodromal phase,[11] offering new hope to the community.The
further development of amplification methods and quantitative
assays requires the use of well-defined standards that recapitulate
the behavior of the biological samples. Such standards have been difficult
to identify when working with α-syn. For example, α-syn
aggregates isolated from brains encompass a range of post-translational
modifications, including truncations,[12,13] phosphorylation,[14] acetylation,[12] nitration,[15] and ubiquitination.[16] These modified α-syn aggregates are too heterogeneous to become
reliable standards. Preformed aggregates generated from recombinant
proteins have been utilized, but even this material can be difficult
to standardize between laboratories.[4,17−20] One object of debate in using preformed aggregates has been the
relevance of using α-syn fibrils compared to oligomers. Indeed,
during the self-association process, both in vitro and in vivo, α-syn is thought to change from
a mainly unstructured monomer to form small, soluble oligomers (consisting
of 30–50 monomers). A structural switch to antiparallel β-sheet
is required for the oligomers[21] to form
protofibrils that can “grow” by recruiting and incorporating
more α-syn monomers, generating long amyloid fibrils. The pathological
relevance of α-syn oligomers and fibrils remains undecided.
α-Syn oligomers appear to be the more toxic species, at least
in the short term, as they have been shown to bind and disrupt cellular
membranes and participate in mitochondrial and lysosomal dysfunction.[4,22−25] Oligomers also affect proteasome activity[26] and vesicular trafficking or induce endoplasmic reticulum stress
by toxic gain-of-function changes.[27] Furthermore,
α-syn fibrils constitute the majority of Lewy bodies and participate
in the sequestration of important cellular factors such as mitochondria,[28] driving cell dysfunction and cell death. Early
products from the aggregation process are partially reversible, and
α-syn fibrils could serve as a reservoir of oligomers.[29,30] Because of the difference in biological activity, the question of
whether oligomers or fibrils are the most relevant species to serve
as biomarkers arose. The high sensitivity of the seed amplification
assays, in the low femtomolar range, makes this question more pressing,
as even a minority species present in minute quantities could dominate
the amplification outcome.Here we use a newly developed single
molecule fluorescence method
to determine the “fingerprints” of α-syn oligomers
and fibrils and assess their seeding potential in an amplification
assay. Single molecule imaging is emerging as a powerful tool to study
molecular dynamics with the ability to resolve microscopic events
that are otherwise hidden in ensemble average measurements (see review
by Priest et al.[31]). In this study, we
profiled α-syn aggregates as they diffuse freely in solution
using a 3D printed confocal microscope.[32] This plug-and-play device is designed to detect single aggregates
labeled with the established fluorescent dye thioflavin T (ThT). When
ThT reactive species cross the small excitation/detection confocal
volume (∼1 fL), individual peaks of fluorescence are detected
above background. In addition to counting aggregates, this method
also determines the ThT reactivity (prominence) and apparent size
(residence time) for each event. We used this fingerprinting approach
to track the formation and purification of oligomers that are currently
evaluated as standards for seed amplification assays.[17,19] Our single molecule measurements revealed the rapid formation of
oligomers and fibrils within 5 h of a standard aggregation reaction
and demonstrated that size exclusion chromatography (SEC) was necessary
to completely separate monomeric, oligomeric, and fibrillar species
of α-syn. We then compared purified α-syn oligomers to
sonicated α-syn fibrils, before and after an isothermal incubation
with α-syn monomers to assess their amplification potentials.
Our single molecule data show very different amplification profiles
and seeding propensity for purified oligomers and fibrils. Our results
suggest that in heterogeneous samples, a positive response in SAA
would be mainly driven by the presence of fibrils.
Results and Discussion
Principle
of Single Molecule Profiling of α-Syn Aggregates
We
and others have previously demonstrated that single molecule
fluorescence assays were compatible with the use of thioflavin T (ThT)
to observe and characterize human α-syn oligomers and larger
soluble aggregates (Figure A).[8,33,34] We have shown that single molecule detection enables a >100000-fold
increase in sensitivity over traditional plate reader measurements
for ThT.[32] Traditionally, single molecule
measurements are performed on expensive commercial microscopes or
on homemade setups that are difficult to replicate between laboratories.
To improve access to this method, we designed a small device (“AttoBright”)
to perform counting and characterization of single aggregates; the
device can be easily replicated by 3D plastic printing.[32] ThT-stained (ThT+) particles are
detected on this AttoBright microscope as they diffuse across the
confocal volume, producing large bursts of fluorescent intensity (event)
in the trace (Figure A). α-Syn aggregates containing β-sheets bind strongly
to ThT, while monomeric α-syn does not bind to ThT. Fluorescence
traces can then be quantitatively analyzed using an automated algorithm
to report the number of ThT+ events per trace, as well
as the prominence (burst intensity), residence time, and total intensity
(i.e., the sum of all intensities to calculate the area under the
curve) of each event (Figure B). The prominence and total intensity report on the number
of ThT molecules bound per particle, while the residence time, extracted
using the full width at half-maximum (fwhm, time difference taken
at half prominence), shows changes in size or compactness of ThT-labeled
α-syn aggregates. Overall, the algorithm designed here can extract
biophysical properties of individual α-syn aggregates to generate
a profile or fingerprint of α-syn subspecies in the population.
Figure 1
Single
molecule fingerprinting for the characterization of α-synuclein
species. (A) (left) Schematic of the microscope setup. The inset shows
ThT stained and unstained (dark) α-syn oligomers or fibrils
(green and white colored particles) diffusing across the confocal
volume. Monomeric α-syn and some assemblies do not bind ThT.
(right) Photograph of the microscope for recording the fluorescence
traces. (B) Characterization of fluorescence traces. A fluorescence
trace is analyzed to report the total number of peaks (events) and
the prominence of individual peaks, residence time (full width half-maximum),
and area under the curve (yellow). The inset shows a region denoted
by (*) in the trace.
Single
molecule fingerprinting for the characterization of α-synuclein
species. (A) (left) Schematic of the microscope setup. The inset shows
ThT stained and unstained (dark) α-syn oligomers or fibrils
(green and white colored particles) diffusing across the confocal
volume. Monomeric α-syn and some assemblies do not bind ThT.
(right) Photograph of the microscope for recording the fluorescence
traces. (B) Characterization of fluorescence traces. A fluorescence
trace is analyzed to report the total number of peaks (events) and
the prominence of individual peaks, residence time (full width half-maximum),
and area under the curve (yellow). The inset shows a region denoted
by (*) in the trace.
Rapid Kinetics and Heterogeneity
in the Early Aggregation Process
The AttoBright’s
ability to detect and characterize α-syn
aggregates at single molecule level provided the opportunity to examine
the early molecular events of aggregation. Monomeric α-syn was
incubated with shaking to produce oligomers.[17] Aliquots were taken at different time points during the reaction
and diluted for single molecule fingerprinting experiments. Individual
ThT+ peaks were detected as early as 2.5 h into the experiment
(Supporting Figure 1). The number of events
subsequently increased exponentially over time, generating a heterogeneous
population of ThT+ particles up to a maximum of 71 events
per 100 s trace after 5 h (Figure A,B). The short lag phase observed here is reasonable
given the high starting concentration of α-syn (12 mg/mL), which
would increase the probability of primary nucleation.
Figure 2
Single molecule aggregation
kinetics and fingerprinting of species.
(A) Number of ThT+ species detected during the time course
of α-syn aggregation. Each curve corresponds to an independent
aggregation experiment. Error bars represent the standard deviation.
(B) Single molecule fingerprinting of ThT+ peaks detected.
Peak prominence is plotted against residence time from 2.5 h. Four
types of particles can be defined: small (S), high (H), long (L),
and neutral (N). The cut-offs were set at 250 ms and 300 photons,
on the x- and y-axis, respectively.
(C–E) Scatter plots comparing prominence (C), residence time
(D), and total intensity (E). Blue line represents the median values.
Each symbol represents an individual peak detected in the fluorescence
traces generated from five independent experiments in panel A. Statistics
used Kruskal–Wallis one-way ANOVA, p ≤
0.0001 (****).
Single molecule aggregation
kinetics and fingerprinting of species.
(A) Number of ThT+ species detected during the time course
of α-syn aggregation. Each curve corresponds to an independent
aggregation experiment. Error bars represent the standard deviation.
(B) Single molecule fingerprinting of ThT+ peaks detected.
Peak prominence is plotted against residence time from 2.5 h. Four
types of particles can be defined: small (S), high (H), long (L),
and neutral (N). The cut-offs were set at 250 ms and 300 photons,
on the x- and y-axis, respectively.
(C–E) Scatter plots comparing prominence (C), residence time
(D), and total intensity (E). Blue line represents the median values.
Each symbol represents an individual peak detected in the fluorescence
traces generated from five independent experiments in panel A. Statistics
used Kruskal–Wallis one-way ANOVA, p ≤
0.0001 (****).The prominence of each event was
plotted against its respective
residence time to examine population heterogeneity and provide a single-molecule
profile (fingerprint) of the sample, as previously described.[34] Briefly, ThT+ particles were classed
based on their distribution in each quadrant (Figure B) where events were defined as small (S,
low prominence, short residence time), high (H, high prominence, short
residence time), long (L, low prominence, long residence time), or
neutral (N, high prominence, long residence time) with thresholds
set at 300 photons and 250 ms, respectively. Our data showed that
S type particles were the first to be synthesized during the in vitro oligomer-inducing protocol. A total of 13 particles,
pooled from 5 experiments, were recorded at 2.5 h. These species likely
represent small α-syn oligomeric aggregates and are characterized
by a median prominence of 188 photons and median residence time of
130 ms (Figure C).
The scatter profile showed significantly more particles after a further
30 min incubation and revealed the emergence of H type particles,
from the possible conversion of S type oligomers. Interestingly, a
small increase in prominence was noted with no change in the residence
time (Figure B–D),
possibly due to a conformational or structural change that increases
ThT binding or fluorescence. Beyond 3 h incubation, we observed the
appearance of higher order assemblies of N and L type (Supporting Figures 1 and 2) corresponding to
larger particles with variable bound ThT ratios.As expected,
the total intensity increased over time (Figure E). Interestingly,
our analysis shows a multistep assembly process. The first ThT+ species at early time points (<3 h) are fast-diffusing,
but after 3 h, their residence time increased significantly (median
of 124 to 281 ms, Figure D) while their prominence remained unchanged (median 378 to
360 photons, Figure C). In the following step, a significant change in prominence became
the main contributor to total intensity increase, at 4–5 h.
The L and N particles likely correspond to fibrils and fibrillar aggregates,
respectively, and this was eventually verified by transmission electron
microscopy (Figure ). We were unable to assert whether L and N particles were produced
from the direct conversion of S or H particles or both.
Figure 3
Isolation of
α-syn oligomers. (A) Schematic of the experimental
protocol to isolate and detect ThT+ α-syn oligomers.
After 5 h of aggregation, the reaction sample was centrifuged. The
supernatant was further purified using size exclusion chromatography.
Collected fractions were supplemented with monomers for amplification
reactions and single molecule detection with ThT. (B) Representative
fluorescence traces of supernatant and pellet fraction with corresponding
electron micrographs of each fraction shown in panel D. (C) Gel filtration
chromatogram identifying the elution peaks containing α-syn
oligomers and monomers. A representative fluorescence trace corresponding
to a fraction containing oligomers is shown. (D) Electron micrographs
of the pellet, supernatant, and a SEC fraction containing oligomers.
Scale bar is 200 nm. Histogram plot of the diameters of negatively
stained particles from the [9.2–9.7 mL] SEC fraction; 12.6
± 2.5 nm; 1544/2 (mean ± standard deviation; number of particles/fractions
stained).
Isolation of
α-syn oligomers. (A) Schematic of the experimental
protocol to isolate and detect ThT+ α-syn oligomers.
After 5 h of aggregation, the reaction sample was centrifuged. The
supernatant was further purified using size exclusion chromatography.
Collected fractions were supplemented with monomers for amplification
reactions and single molecule detection with ThT. (B) Representative
fluorescence traces of supernatant and pellet fraction with corresponding
electron micrographs of each fraction shown in panel D. (C) Gel filtration
chromatogram identifying the elution peaks containing α-syn
oligomers and monomers. A representative fluorescence trace corresponding
to a fraction containing oligomers is shown. (D) Electron micrographs
of the pellet, supernatant, and a SEC fraction containing oligomers.
Scale bar is 200 nm. Histogram plot of the diameters of negatively
stained particles from the [9.2–9.7 mL] SEC fraction; 12.6
± 2.5 nm; 1544/2 (mean ± standard deviation; number of particles/fractions
stained).Overall, these observations agreed
with the α-syn nucleation
cascade hypothesis that aggregation is a stepwise process driven by
conversion of monomeric α-syn to small seeds (S-type) that will
catalyze the formation of more ThT reactive particles (H-type), possibly
protofilaments, eventually forming fibrils and fibrillar aggregates
(L- or N-type).[21,35,36] Importantly, these data demonstrate that in vitro synthesis generates a heterogeneous population of particles in the
early aggregation process. Specifically, we show that a significant
number of fibrils are produced within the first 5 h. These data emphasize
the importance of performing additional steps to remove fibrils if
a study makes explicit use of α-syn oligomers only.Next,
we were interested in isolating the oligomeric species, to
compare their seeding potential with fibrils. To do so, we first removed
the large fibrils and aggregates by centrifugation, followed by size-exclusion
chromatography using the two-step purification protocol prescribed
by Kumar et al.[17] (Figure A).
Removal of α-Syn Fibrils Is Incomplete
by Low-Speed Centrifugation
We centrifuged the 5 h reaction
mixture at high speed (18000g, 10 min) to separate
fibrils and smaller oligomers or
aggregates. This centrifugal speed was slightly higher than the 12000g prescribed by Kumar et al.[17] As expected, single molecule fingerprinting of the pellet showed
slow diffusing ThT+ species (broad, high intensity events),
in agreement with the presence of large fibrils observed under EM
(Figure ). Single
molecule analysis of this low-speed supernatant shows the presence
of bright particles (Figure B) and revealed a significant population of slow diffusing
species, large aggregates or small fibrils (Supporting Figure 2). EM showed a heterogeneous population of small protofibrils
and oligomers (Figure D). This observation is consistent with the suggestion by Kumar
et al.[17] to use SEC to further purify the
small oligomers.
Coupling Single Molecule Detection on Size
Exclusion Chromatography
Demonstrates That Isolation of α-Syn Oligomers Is Efficient
and Highly Reproducible
Next, we coupled our single molecule
detection system with size exclusion chromatography to visualize the
isolation of oligomers and validate that all residual fibrils were
removed. To do this, we simply collected all eluted fractions and
characterized the number and size of aggregates by single molecule
fingerprinting. The SEC chromatogram revealed two elution peaks, at
8.5 and 14.5 mL, corresponding to oligomers and monomers in agreement
with what has previously been reported (Figure C).[17,18,37] As shown in Figure A, we identified a cluster of ThT+ events averaging 5.5
events per trace at the first elution peak in the SEC chromatogram,
which corresponds to α-syn oligomers, according to previous
publications.[17] In contrast, the low number
of ThT+ species in the α-syn monomers peak (14–16
mL) was comparable to background level, confirming that α-syn
monomers were, as expected, not ThT reactive. Surprisingly, we did
not detect the slower diffusing fibrillar ThT+ species
that were originally present in the supernatant in any eluted fractions
(compare Figure B,C).
We ascribed this discrepancy either to the poor stability of α-syn
protofibrils and oligomers[29,37] with the dilution effect
of gel filtration facilitating their disassembly[30] or to the loss of these fibrils due to sticking to the
column matrix. Chromatograms obtained from four separate experiments
showed identical profiles, demonstrating robust reproducibility.
Figure 4
Single
molecule characterization of α-syn oligomers. (A)
Quantification of ThT+ events detected in each fraction
after size exclusion, before (black) and after an amplification step
(red) in PBS. Negative control is monomeric α-syn and ThT in
PBS. A gel filtration profile is shown in the inset for reference.
Error bars represent the standard deviation. This color scheme is
applied across all figures in this study. (B) Bar graph of the number
of ThT+ events detected in fractions containing oligomers
(elution volume 7.7–10.2 mL) collected from four assembly reactions
(R1–R4). (C) Single molecule fingerprinting of oligomers, before
(left) and after amplification (right), is obtained by plotting the
prominence against residence time. Each symbol represents an individual
event with the shape corresponding to R1–R4 coded in panel
B. Quadrant numbers report the number of particles in each quadrant
and abundance. (D) Logarithmic scatter plot comparing peak prominence,
residence time, and area under the curve before and after amplification.
Each symbol represents an individual event (N = 34/34
traces before/after amplification). The median value is highlighted
in blue. Statistics used Mann–Whitney t test, p ≤ 0.0001 (****), nonsignificant (n.s.).
Single
molecule characterization of α-syn oligomers. (A)
Quantification of ThT+ events detected in each fraction
after size exclusion, before (black) and after an amplification step
(red) in PBS. Negative control is monomeric α-syn and ThT in
PBS. A gel filtration profile is shown in the inset for reference.
Error bars represent the standard deviation. This color scheme is
applied across all figures in this study. (B) Bar graph of the number
of ThT+ events detected in fractions containing oligomers
(elution volume 7.7–10.2 mL) collected from four assembly reactions
(R1–R4). (C) Single molecule fingerprinting of oligomers, before
(left) and after amplification (right), is obtained by plotting the
prominence against residence time. Each symbol represents an individual
event with the shape corresponding to R1–R4 coded in panel
B. Quadrant numbers report the number of particles in each quadrant
and abundance. (D) Logarithmic scatter plot comparing peak prominence,
residence time, and area under the curve before and after amplification.
Each symbol represents an individual event (N = 34/34
traces before/after amplification). The median value is highlighted
in blue. Statistics used Mann–Whitney t test, p ≤ 0.0001 (****), nonsignificant (n.s.).EM observation of the 8.5 mL fraction (center of the oligomers
peak) revealed particles with a narrow distribution of 12.6 ±
2.5 nm diameter (Figure D). The ultrastructure and dimension of these particles is within
range of previous measurements of 12 nm.[17] Our single molecule fingerprinting reveals that only a fraction
of the oligomers appears as ThT+ species and that their
profiles correspond exclusively to S- and H-type particles. Indeed,
based on the concentration, not all of the α-syn oligomers are
ThT reactive, and we later demonstrate the appearance of more ThT+ species upon amplification. In conclusion, gel filtration
is a valid and very reproducible approach for isolating α-syn
oligomers (categorized as S and H fingerprints) as identical elution
profiles were observed across purification of different batches of
α-syn aggregation experiment.Kumar et al. have also suggested
the use of higher centrifugation
(100000g for 30 min) to remove α-syn fibrils
and simplify the isolation of oligomeric species. We collected the
supernatant of reactions after this high-speed centrifugation and
analyzed them by single molecule analysis. As expected, this supernatant
presents significantly fewer N and L particles. However, our analysis
reveals that the distribution of ThT+ species is quite
different from that of the SEC-purified fraction: the high-speed supernatant
presents a larger number of aggregates with high ThT reactivity (species
H, Supporting Figure 3). The profile of
these peaks resembles the ones found in sonicated PFFs (see Figure B,C). One interpretation
is that these species represent protofilaments or small protofibrils
rather than oligomers, and we chose to focus on SEC-purified oligomers
to assess their seeding potential.
Figure 5
Single molecule fingerprinting of sonicated
α-syn fibrils.
(A) Negatively stained EM images of human α-syn fibrils before
and after sonication. White arrows point at filamentous twists. Violin
plot of tubular diameters of the fibrils prior to sonication and length
of fibrils after sonication. Scale bar is 200 nm. (B) Representative
fluorescence traces of sonicated fibrils before (black) and after
a 5 h amplification (red). (C) Single molecule fingerprinting of sonicated
mature human α-syn fibrils before and after amplification (red).
Each symbol represents an individual event in the fluorescence traces.
Quadrant numbers represent the number of ThT+ events. Data
are from three independent experiments.
Single molecule fingerprinting of sonicated
α-syn fibrils.
(A) Negatively stained EM images of human α-syn fibrils before
and after sonication. White arrows point at filamentous twists. Violin
plot of tubular diameters of the fibrils prior to sonication and length
of fibrils after sonication. Scale bar is 200 nm. (B) Representative
fluorescence traces of sonicated fibrils before (black) and after
a 5 h amplification (red). (C) Single molecule fingerprinting of sonicated
mature human α-syn fibrils before and after amplification (red).
Each symbol represents an individual event in the fluorescence traces.
Quadrant numbers represent the number of ThT+ events. Data
are from three independent experiments.
Amplification Potential of α-Syn Oligomers
We
speculated that oligomers isolated in the early steps of the aggregation
process would be seeding competent given that they are hypothesized
to be aggregation intermediates. To test this, we used an amplification
assay where we added monomeric α-syn to all the SEC fractions
and measured changes in ThT fluorescence after amplification. In this
assay adapted for sensitive single molecule detection in small volumes,
we use a single incubation step at 55 °C in nonshaking conditions
and measure the same sample 5 h later (Supporting Figure 4).[34] We observed that amplification
greatly enhanced the number of ThT+ species in purified
oligomers. Incubation at 37 °C produced a similar increase in
ThT+ species when seeded with oligomers (Supporting Figure 5). As shown in Figure A, the increase in ThT+ reactivity
was strictly limited to fractions containing α-syn oligomers
(p < 0.002). In contrast, negative controls and
monomeric α-syn displayed insignificant changes in ThT+ species. Amplification of the oligomeric fractions obtained from
4 independent chromatographic runs (R1–R4) showed that the
number of events consistently increased by at least 3 times in the
oligomeric fractions (Figure B). Before amplification, single molecule profiling of these
pooled particles showed that S-type particles (low prominence, low
residence time) were the dominant species (63%, Figure C) followed by H type aggregates (25%). Importantly,
large α-syn oligomers (>250 ms residence time, 12%) were
in
low abundance.The increase in the number of S-type oligomers
after the amplification step indicated the existence of dark (i.e.,
non-ThT reactive or has insufficient number of bound ThT molecules
to overcome the background noise) seeding competent oligomers (Figure C). The absence or
insignificant increase in ThT+ events detected post-amplification
in the negative control (30 μM α-syn monomers) and in
SEC fractions containing α-syn monomers (EV ≈ 15 mL, Figure A) further indicate
that these new S particles do not arise from de novo oligomerization. Concomitantly, we also observed an increase in
the number of H particles (47 to 385), which represented the dominant
species after amplification, while the N and L populations remained
unchanged. The isolated oligomers therefore amplified with a distinctive
pattern where the increase in total intensity (peak area) was only
contributed by an increase in ThT reactivity with limited change in
residence time (Figure D). The molecular signature of early oligomeric species can thus
be best described by an upward transition from S to H particles (Figure C).
The Amplification
Profile of α-Syn Is Distinct between
Sonicated Fibrils and Oligomers
Next, we sought to characterize
the amplification profile of α-syn PFFs and compare it with
that of amplified α-syn oligomers to discern if they have a
distinct in vitro signature. PFFs were created in vitro as described,[32] producing
fibrils of 15.2 ± 2.1 nm in diameter (mean ± SD, Figure A) with longitudinal
twists. This diameter is consistent with the “high salt strain”
reported by Bousset et al.[38] To reduce
the length of each fibril and make them amenable to spectroscopy measurement,
PFFs were sonicated into smaller objects ranging from 10 to 120 nm
(Figure A). Fluorescence
measurement identified these particles as fast diffusing objects (<250
ms) with variable ThT reactivity (Figure B). Approximately 51% of these particles
were H species with a maximum prominence of about 1 log larger compared
to that of oligomers (Figure C). In the absence of heating (i.e., unamplified), the sonicated
PFFs diffuse rapidly and their single molecule profile does not contain
L and N particles. The residence times measured for sonicated PFFs
and oligomers are relatively similar. This is not unexpected as for
small rod-like fibrils, the diffusion time increases slowly as the
fibril elongates (as predicted by hydrodynamic equations, see Supporting Information and Supporting Figure
6). Overall, sonicated PFFs with lengths up to 50 nm would only diffuse
∼2-fold slower than oligomers. In contrast, a 5 h amplification
of sonicated PFFs produced a significant right-ward lateral shift
(longer residence time) in the profile where L and N particles became
predominant, accounting for 78% of the detected species. This lateral
shift in the profile was not attributed to heat induced aggregation
or sonicated PFF seeds rejoining as only incubation in the presence
of α-syn monomers produces this profile (see Supporting Results and Supporting Figure 7). This molecular
fingerprint contrasts strongly with the amplification signature of
α-syn oligomers that was previously characterized as an upward
shift in ThT reactivity with little change in residence time.We expanded our analysis by performing amplification kinetics to
examine the evolution of species over time in seeded experiments.
In longitudinal analysis, we noted that, again, the increase in total
fluorescence upon α-syn oligomer seeding occurs through an increase
in ThT reactivity with little change in residence time over the course
of 24 h (Figure A).
In contrast, the incubation of sonicated PFFs promoted rapid elongation
of fibrils as evident from the 3-fold increase in median residence
time after 2.5 h of incubation. Incubation of 2.5 h was sufficient
to induce a 5-fold increase in the number of total ThT+ events when seeded with oligomers whereas no significant generation
of new ThT+ species was observed when seeded with sonicated
fibrils (Supporting Figure 8A). Again,
this points to the likelihood that oligomers are first converting
into ThT+ species through a refolding event to become structurally
more β-sheet enriched, while fibrils amplify by elongating.
Furthermore, seeding experiments with oligomers had an increased proportion
of S and H particles within 2.5 h and maintained close to a 1:1 ratio
(S/H) throughout the prolonged incubation (Supporting Figure 8B). In contrast, PFFs saw a redistribution of the population
toward slower diffusing L and N particles.
Figure 6
Time course amplification
assay comparing α-syn oligomers
and sonicated preformed fibrils. (A) Time course measurements of oligomers
or fibrils amplified for 2.5, 5, 7.5, and 24 h (orange to red) in
the presence of excess α-syn monomers and ThT in PBS. Scatter
dot plots comparing the prominence and residence time. Each symbol
represents an individual ThT+ event. Data were collected
from two independent experiments. The median value is highlighted
in blue. (B) Bar graphs comparing the fold-change in median AUC of
fibrils and oligomers of panel A. Value were normalized to the median
total intensity collected at time 0. (C) Time comparison of the number
of ThT+ species of panel A detected from seeding experiment
using α-syn oligomers or sonicated PFFs before and after 2.5
h incubation. Each type of ThT+ species is coded by different
shades of red.
Time course amplification
assay comparing α-syn oligomers
and sonicated preformed fibrils. (A) Time course measurements of oligomers
or fibrils amplified for 2.5, 5, 7.5, and 24 h (orange to red) in
the presence of excess α-syn monomers and ThT in PBS. Scatter
dot plots comparing the prominence and residence time. Each symbol
represents an individual ThT+ event. Data were collected
from two independent experiments. The median value is highlighted
in blue. (B) Bar graphs comparing the fold-change in median AUC of
fibrils and oligomers of panel A. Value were normalized to the median
total intensity collected at time 0. (C) Time comparison of the number
of ThT+ species of panel A detected from seeding experiment
using α-syn oligomers or sonicated PFFs before and after 2.5
h incubation. Each type of ThT+ species is coded by different
shades of red.To test whether the amplification
of α-syn oligomers led
to the formation of fibrils, we performed a second round of amplification,
resupplementing the reaction with additional α-syn monomers.
In these conditions, we observed an increase in the number of L- and
N-type particles and a right-shift in the scatter plot upon the second
round of amplification, suggesting that the first amplification created
fibrillar species (Supporting Figure 9).
Sonicated Preformed Fibrils Amplify More Efficiently than Oligomers
The apparent increase in total ThT fluorescence in the amplification
assay is much larger for PFFs than for oligomers. When we calculate
the increase in median ThT fluorescence of each particle over time,
we found that the fluorescence signal has increased by 30-fold when
the reaction was seeded with PFFs while seeding with purified oligomers
only resulted in a 3-fold increase in fluorescence over a period of
24 h (Figure B). The
enhanced efficiency of PFFs to amplify is even more dramatic when
comparing the effective concentration of seeds, with PFFs used at
2.6 nM (monomer equivalent) or three-orders of magnitude lower concentration
than oligomers (2 μM monomer equivalent).We titrated
the concentration of oligomers in seeding experiments to examine whether
a higher α-syn monomer/seed ratio may promote faster elongation.
As shown in Figure A, almost no ThT+ species were detected after amplification
at <2 nM of oligomers. The lowest seeding concentration of 117
nM of oligomers produced particles with a median residence time that
was identical to the one observed in the sample seeded with 2100 nM
of oligomers (116 and 119 ms, respectively, Figure B). In contrast, seeding at 2.6 nM and 0.52
nM fibrils both resulted with significant increase in apparent diffusion
to ∼750 ms in residence time (Figure B). Importantly, we observed that changes
in overall fluorescence (AUC) is much larger for PFFs than for oligomers
at all seeding concentrations tested (Figure C).
Figure 7
Single molecule amplification assay at different
concentration
of seeds. (A) Bar graphs showing the number of ThT+ events
detected before (black) and after 5 h incubation at 55 °C (red)
seeded with oligomers (0.59–2100 nM) and fibrils (0.52 and
2.6 nM). Negative control (no seed) was included. (B) Scatter dot
plot of residence time of the ThT+ events detected in panel
A showing no change in residence time for oligomers but with significant
increase in apparent molecular weight when seeded with fibrils. Blue
bar represents median and is omitted when there is <2 data points.
Each symbol represents an individual event. (C) Scatter dot plot of
total intensity (AUC) for oligomers and PFFs, before (black) and after
(red) amplification.
Single molecule amplification assay at different
concentration
of seeds. (A) Bar graphs showing the number of ThT+ events
detected before (black) and after 5 h incubation at 55 °C (red)
seeded with oligomers (0.59–2100 nM) and fibrils (0.52 and
2.6 nM). Negative control (no seed) was included. (B) Scatter dot
plot of residence time of the ThT+ events detected in panel
A showing no change in residence time for oligomers but with significant
increase in apparent molecular weight when seeded with fibrils. Blue
bar represents median and is omitted when there is <2 data points.
Each symbol represents an individual event. (C) Scatter dot plot of
total intensity (AUC) for oligomers and PFFs, before (black) and after
(red) amplification.We also validated that
presence of ThT in situ during the seeding experiment
did not interfere with the ability
of oligomers to seed as single molecule results were identical between
ThT+ particles stained in situ or after
the seeding reaction (see Supporting Results and Supporting Figure 10). ThT does not interfere with the elongation
and remodeling of oligomers and improved the seeding efficiency for
fibrils. Thus, it appears that oligomers can seed to form small protofibrils
but are significantly slower in polymerization compared to mature
fibrils. We conclude that fibrils have significantly higher amplification
(seeding) potential in comparison to their earlier oligomeric precursors.
Lyophilization of Oligomers
We also examined the seeding
potential of oligomers that were lyophilized given that many therapeutic
proteins can benefit from long-term storage. We took α-syn oligomers
obtained by SEC from two independent batches of α-syn aggregation
experiments and lyophilized the frozen oligomers in the same ways
that monomers were prepared. The lyophilized oligomers were reconstituted
by adding water to restore the original salt concentration (1×
PBS) and single molecule amplification was performed to assess their
seeding potential compared to those in nonlyophilized state. We observed
that the lyophilization process produced significantly more ThT+ aggregates in the fluorescence traces of non amplified oligomers
(Supporting Figure 11). However, the number
of ThT+ species after amplification is identical between
the two samples. Nonlyophilized samples produced about 6-fold change
in ThT+ events compared to a 2-fold change for lyophilized
oligomers suggesting that the lyophilization produced species may
not be seeding competent.One of the main challenges of performing in vitro studies to model Parkinson’s disease is
the heterogeneity of α-syn preparations, which can have direct
consequences on experimental reproducibility. Increasingly, observations
that amyloid strains, including in α-syn fibrils, play decisive
roles in disease presentation and progression further increase this
concern. The notion of “oligomers” itself remains ill-defined
and has been used to describe subspecies of different sizes, shapes,
and properties of α-syn aggregates depending on the preparation
protocol used. For these reasons, a better definition of the subspecies
and a standardization of protocols is needed so that data can be more
robustly reproduced and compared. Significant efforts in recent years
have been directed to standardize or characterize α-syn oligomers
or PFFs. Approaches such as electron microscopy, atomic force microscopy,
dynamic light scattering, and circular dichroism have been used for
the physical characterization of α-syn subspecies while biochemical
assessments include proteinase digestion and the examination of aggregation
kinetics.[4,5,17,25] Most of these methods perform measurements in bulk
and thus do not easily reveal the heterogeneity of the preparations.
We have established that the detection limit for PFFs using AttoBright
was 1 pM monomer equivalent.[34] Our highly
sensitive single molecule method was used here to track the aggregation
at different steps and to compare the size and reactivity of the different
α-syn species (monomers, oligomers and fibrils). After low-speed
centrifugation of a 5 h aggregation reaction (18000g for 10 min), many fibrils were still present in the supernatant
and dominated the fluorescence time trace (Supporting Figure 2). High speed centrifugation (100000g for 30 min) effectively removed large fibrils, but the supernatant
profile remained different from the SEC isolated oligomers.[17] Size exclusion chromatography was the preferred
approach to obtain oligomers as it excluded both monomeric and fibrillar
α-syn. The complete removal of fibrils is important as we propose
that minute quantities of fibrils will dominate the signal of oligomers
in seed amplification assays.Here we provided single molecule
profiles of the different α-syn
subspecies and showed their relative distribution at different steps
of their preparation and purification. We first tracked α-syn
aggregation kinetics, and observed that self-assembly occurred rapidly,
with ThT+ events detectable as early as 2.5 h into the
incubation. Single molecule fingerprinting showed that small ThT+ species eventually transformed into slower diffusing protofibrils
over time, producing a heterogeneous population of ThT+ amyloids. The resolution to track the evolution of ThT+ species over time lends support to the α-syn cascade hypothesis
where α-syn monomers generate a population of oligomers that
subsequently assemble into larger aggregates. The subsequent isolation
of oligomers using gel filtration revealed that a fraction of these
oligomers was indeed ThT+. The estimated concentration
of ThT reactive oligomers was ∼0.6 nM (5 events per trace, Supporting Figure 8A) by comparison with sonicated
PFFs as our standard (19 events per trace at 2.6 nM). This would imply
that only <0.03% of α-syn (of 2 μM) was incorporated
into ThT+ oligomers. We subsequently identified another
population of α-syn (∼0.06% of 2 μM obtained from
SEC) that became ThT reactive upon incubation with additional monomeric
α-syn. We believe that these may correspond to dark oligomers
that changed conformation to bind to ThT more efficiently. It could
also be that these oligomers converted to short soluble protofibrils,
thereby reaching the critical size for detection.[21] Overall, the low proportion of seeding competent oligomers
suggests that most of the purified oligomers are possibly off-pathway
from fibril formation.Oligomers principally convert to form
more fluorescent species
(H-type), both during the initial aggregation process and after purification.
This increase in ThT fluorescence of individual aggregates likely
stems from remodeling or elongation of the aggregate to form protofibrils.
Within a limited range, protofibril growth would occur without significantly
affecting the residence time of the object but addition of subunits
would increase the number of binding interfaces for ThT. This observation
was supported by in silico simulation revealing that
a magnitude increase in fibrillar length would only produce at most
4-fold increase in residence time (Supporting Figure 6). The single molecule fingerprint of sonicated fibrils
was similar to that of α-syn oligomers even though the sonicated
PFFs were more heterogeneous and often longer than the oligomers (12
± 2 nm vs 10–120 nm for the α-syn oligomers and
sonicated fibrils, respectively). In the final phase of the kinetics,
we observed a conversion of species from S/H to L/N types from the
addition of new monomers (Supporting Figure 7). This was similar to the amplification profile of the sonicated
PFFs and differs from the amplification profile of the oligomers.
Overall, these data support the recent observations by Ruggeri et
al.[35] where the authors concluded that
α-syn aggregation proceeds by an initial elongation of oligomers
into single-strand protofibrils that then associate as “double-strand
cross-section” protofilaments before forming mature fibrils.Freeze-drying or lyophilization currently represents almost half
of the protein therapeutic market due to its considerable enhancement
in stability compared to solution state (see review by Butreddy et
al.[39]) This solid-state form also allows
the proteins to be shipped at room temperature especially when a dry
ice shipping option is not available or is costly or unreliable during
long transit. We thus explored the influence of lyophilization on
the stability of α-syn oligomers and their seeding ability.
We observed that the reconstitution of lyophilized α-syn oligomers
significantly increases the number of ThT+ particles, with
no apparent change in the final number of amplifiable oligomers (Supporting Figure 11).The biological implication
of toxicity between fibrils and oligomers
remains controversial. On one hand, certain types of α-syn oligomers
were demonstrated to trigger calcium influx induced cell death in
SH-SY5Y cell lines.[25,30] Similarly, the oligomer-forming
mutants E35K and E57K have higher affinities to interact with liposomes in vitro, and in a rat model of synucleinopathies higher
rates of cell death have been reported with these mutations.[4] On the other hand, fibrils are the accumulated
species in Lewy bodies that are pathognomonic of PD with higher seeding
potential for cell–cell transmission.[40,41] These differing observations emphasize the need to correctly segregate
and characterize each species prior to biological experiments. While
these in vitro and ex vivo experiments
have provided interesting insights in α-syn aggregation, the
biological relevance of α-syn oligomers or fibrils in human
biofluids remains an open question. We previously observed that α-syn
aggregates amplified from CSF had a specific fingerprint compared
to control[34] (albeit in different reaction
conditions compared to this study). We hope that further definition
of the α-syn species will inform on the biologically relevant
assemblies that are found in biofluids.
Conclusion
Seed
amplification assays (SAAs) are becoming tractable approaches
for end-point diagnostic detection due to their high sensitivity to
detect α-syn aggregates.[8,9,42,43] However, these tools lack the
ability to resolve features that may only be revealed at a single
molecule level. The fluorescence approach described here is conceptually
equivalent to a SAA since it relies on ThT staining with an amplification
step. However, our procedure does not involve mechanical breaking
of fibrils, compared to standard SAA.[9] In
our hands, sonicated PFFs are far more seeding-competent than α-syn
oligomers, at least at early time points of the amplification process.
Therefore, it is very likely that the signal observed in SAA will
be mainly driven by the presence of fibrils in a sample at low concentration,
even if α-syn oligomers were present. Furthermore, we demonstrated
that isothermal amplification of sonicated PFFs produced very large
species, resulting in a single molecule fingerprint that was distinct
from amplified oligomers. Classifying α-syn subspecies based
on their biophysical attributes adds an additional layer of granularity
in the analysis whereby fingerprinting for different types of synucleinopathies
may be obtained. This method of single molecule profiling could be
applied to the detection and characterization of other types of amyloids
(e.g., tau and prion proteins),[44−47] study of other neurodegenerative diseases, or mechanistic
investigation of putative cross-talks between α-syn/amyloid-β[48] and α-syn/tau.[48,49] ThT can fluorescently mark other large macromolecular assemblies
such as fibrinogen[50] and DNA,[51] thus emphasizing the importance of the isothermal
incubation step with the appropriate monomeric substrate for specific
detection of amyloids.
Materials and Methods
Expression
and Purification of Wild-Type Human α-Syn
The plasmid
pT7-7 (Addgene 36046)[52] encoding
for the human α-synuclein wild-type (α-syn) was transformed
into E. coli BL21 Rosetta (DE3, pLysS RARE) for expression
in Luria–Bertani medium containing ampicillin (100 μg/mL)
and chloramphenicol (34 μg/mL) at 37 °C. Protein expression
was induced with isopropyl β-d-1-thiogalactopyranoside
(IPTG, 1 mM) at an optical density (600 nm) of 0.5 and allowed to
proceed at 18 °C for 16 h with shaking. Cells were harvested
with centrifugation, resuspended in cold lysis buffer (25 mM Tris,
pH 8, 0.02% w/v NaN3, Complete protease inhibitor, Roche,
04693132001) and lysed using the CF cell disruptor (Constant Systems
Ltd.) at 20000 PSI. Lysate was supplemented with EDTA (10 mM) and
incubated at 90 °C for 20 min to precipitate bacterial proteins.
Lysate was clarified by centrifugation (Thermo Fisher Scientific,
SS-34 rotor, 19000 rpm, 30 min, 4 °C). The supernatant was retained
and supplemented with streptomycin sulfate (10 mg/mL, Sigma-Aldrich,
S6501-25G), stirred for 20 min at 4 °C and then centrifuged at
19000 rpm (SS-34 rotor, 20 min, 4 °C) to recover the clarified
supernatant. These incubation and centrifugation steps were repeated
with 20 and 30 mg/mL of streptomycin sulfate. The clarified supernatant
was then incubated with ammonium sulfate (0.4 mg/mL) for 30 min at
4 °C and centrifuged at 13600 rpm, 20 min, 4 °C (SS-34).
The pellet was resolubilized in buffer A (20 mM Tris, pH 7.7, 0.02%
w/v NaN3) and dialyzed overnight at 4 °C (Thermo Fisher
Scientific, 68700). Dialyzed solution was filtered (0.22 μm)
and further purified by anion exchange chromatography using 2 HiTrap
Capto Q ImpRes columns (Cytiva, 17547055). The column was equilibrated
with buffer A before injecting the sample at 1 mL/min. α-Syn
eluted at approximately 175 mM NaCl using a linear 300 mL gradient
from 0 to 1 M NaCl in buffer A (3 mL/min). Fractions containing α-syn
were identified using reducing SDS-PAGE, combined, and concentrated
using Amicon Ultra 15 filters (Merck, UFC901024) for size exclusion
chromatography. Elution was performed using a HiLoad 16/600 Superdex
200 column (GE Healthcare, 28989335) equilibrated with buffer A at
1 mL/min. Purity was assessed using reducing SDS-PAGE, and samples
were concentrated to >343 μM (4.9 mg/mL). Protein concentration
was determined spectroscopically at 280 nm absorbance with an extinction
coefficient of 5960 M–1 cm–1.
Purified α-syn was aliquoted, flash frozen with liquid nitrogen,
and stored at −80 °C. The yield was 4.2 mg/g of cell mass.
Preparation of α-Syn Oligomers
Generation of
α-syn oligomers was based on a protocol by Kumar et al.[17,19] and Rösener et al.[53] Purified
α-syn was lyophilized with the LyoQuest freeze-dryer (Telstar)
or evaporated at RT with the SpeedVac SC250 (Thermo Fisher Scientific)
under vacuum overnight. Tris salts and NaN3 from buffer
A are present in the lyophilized proteins as dialysis was not performed
prior to lyophilization. Lyophilized proteins were solubilized in
phosphate buffer saline (PBS, 2 mM KH2PO4, 10
mM Na2HPO4, 2.7 mM KCl and 137 mM NaCl, pH 7.4)
to a final α-syn concentration of 12 mg/mL (830 μM) and
incubated at 37 °C for 5 h in a vortexer, shaken horizontally
at 900 rpm in a 2 mL cryovial. An aliquot of the reaction mixture
was withdrawn at different time points for single molecule measurements,
flash frozen in liquid nitrogen, and stored at −80 °C
until measurement. Approximately 500 μL of aggregation reaction
at 5 h was frozen for SEC to purify α-syn oligomers. Five individual
α-syn assemblies were performed across two different days. Products
of the 5 h reactions were thawed at room temperature and centrifuged
at 18000g, 10 min, 4 °C (Beckman Coulter F301.5
rotor), to remove large aggregates. Pellets were resuspended in PBS
and kept for negative staining transmission electron microscopy (EM).
The α-syn oligomers and free α-syn monomer from the supernatant
were separated using a Superdex 200 Increase 10/300 GL (GE Healthcare,
28990944) equilibrated with PBS. The concentration of α-syn
in the different fractions was determined using gel densitometry (see Materials and Methods), and fractions were estimated
to contain 0.2–3.1 μM α-syn (monomer equivalent).
Afterward, ThT (10 μM) and monomeric α-syn (30 μM)
were added to the different fractions, and ThT+ (ThT reactive)
species were measured before and after amplification. Note that the
supplementation of α-syn monomer may also minimize the disassembly
of oligomers back to monomers after separation[17,54,55] and may prevent binding to the plasticware.[56] Negative controls of monomeric α-syn returned
with an average of 1.4 events per trace despite the filtering of the
α-syn stock through a 100000 MWCO prior to use (Figure A). We believe this low-level
detection comes from nonspecific interaction of ThT with reagents
trapped in the gel column as similar values were reflected in fractions
in the void volume (elution volume 0–7 mL, Figure A).
Single Molecule Analysis
of Aggregation Kinetics
Aliquots
withdrawn at different time points of the oligomer preparation were
diluted by 20-fold in PBS containing 10 μM ThT (Sigma-Aldrich,
T3516-5G), loaded to a custom polydimethylsiloxane (PDMS) plate adhered
to a glass coverslip (ProSciTech, G425-4860) and observed using the
inverted 3D printed confocal microscope, “AttoBright”,
equipped with a 450 nm laser and water immersion 40×/1.2 NA objective
(Zeiss).[32] Emitted fluorescence from ThT
was filtered by a dichroic mirror (488 nm) and a long-pass filter
(500 nm) before focusing onto a single photon avalanche diode (Micro
Photon Devices). Fluorescence spectroscopy traces were recorded for
100 s/trace in 10 ms bins and analyzed using a custom python script
(see Supporting Information) on Spyder
version 4.0.1 to extract information on large intensity bursts (peaks)
in the fluorescent traces in an automated and unbiased manner.The analysis script reports on the following:We determined that the fwhm of a peak provided
a more reliable
metric compared to using 90% of prominence or 100% (full width). This
is because the latter gave rise to artificially large residence times,
compounded by the fact that a Gaussian peak stretches to infinity
in which peak bases can never be defined. Thus, the total intensity
currently reported is an underestimation of the true intensity of
each burst.The prominence of each burst. This
represents the intensity of a peak corrected for background fluorescence.
The prominence of each peak was determined by extending a horizontal
line from the peak maxima to the left and right to intersect the raw
signal. The lowest intensity value between the peak maxima and the
new intercepts forms the base of a peak. Prominence is then defined
as the difference of the lowest of the two intensity values of the
bases and the peak maximum intensity.The residence time or the full width
at half-maximum (fwhm) of a burst. Equivalently, it is the difference
of two time points in which the intensity values are at 50% of the
prominence.The total
intensity of each fluorescence
burst, defined as the sum of intensities between the upper and lower
limit of the fwhm to estimate the area under the curve (AUC).
Amplification of α-Syn Oligomers
SEC eluted fractions
(in PBS) were mixed with filtered monomeric α-syn WT (30 μM)
and ThT (10 μM) and were incubated at 55 or 37 °C for 5
h in a PCR machine (Biorad, C1000) for amplification.[34] Fractions comprised of ≥76% of its original volume
were mixed with α-syn monomers and ThT to reach a final volume
of 20 μL per reaction. Samples were loaded without dilution
onto the PDMS plate to record fluorescence on AttoBright. Fluorescence
was recorded in 100 s/trace, 10 ms bins and was analyzed using the
custom script as previously described. Fractions that revealed significant
positive increase in the number of ThT peaks after amplification were
designated as fractions containing α-syn oligomers. These fractions
were reproducibly identified across different SEC experiments, and
traces were pooled together for analysis.
Production and Sonication
of α-Syn Preformed Fibrils
Human α-syn WT preformed
fibrils (PFFs) were generated by
incubating a solution of monomeric α-syn WT (208 μM) in
PBS at 45 °C with shaking (500 rpm) for 72 h in the presence
of a ministirrer. The solution was sonicated for 15 min at 12 h then
every 24 h at room temperature in a water bath (Ultrasonics, FXP 14M)
to induce fragmentation of the fibrils. PFFs were snap frozen in liquid
nitrogen and stored at −80 °C for future use. PFFs were
thawed, loaded to a Microtube-50 AFA screw capped capsule (Covaris)
and sonicated using a Covaris focused ultrasonicator (M220) for 10
min, 5 s on/off at 75 W, 12 °C. Samples were kept in the capsule
at RT.
Time Course Amplification of α-Syn Preformed Fibrils and
Oligomers
Sonicated PFFs (2.6 nM) and three different elution
fractions containing amplifiable oligomers (0.15–2.4 μM
α-syn) were mixed with α-syn WT filtered through a 100000
MWCO membrane (30 μM) and ThT (10 μM) in PBS. Reactions
were aliquoted for immediate fluorescence measurements on the AttoBright
and for measurements after 2.5, 5, 7.5, and 24 h incubation at 55
°C. Fractions seeded with oligomers were pooled during the analysis
using the custom peak analysis script.
Negative Staining Transmission
Electron Microscopy
A copper grid (200 mesh, coated with
carbon and Formvar, Ted Pella,
01811) was cleaned by glow discharged and a small solution of samples,
pellet and supernatant of the reaction mixture, oligomeric fractions
from SEC, and preformed and sonicated fibrils, were applied onto the
grid and wicked dry. The grid was washed with a drop of Milli-Q water
and immediately wicked dry to minimize phosphate deposit. This was
repeated two more times. The grid was then stained with a drop of
uranyl acetate (2% w/v) and wicked dry immediately. This process was
repeated twice, and the grid was air-dried. Micrographs were collected
using a FEI Tecnai G2 20 electron microscopes at 38000-fold magnification.
Particle diameters were measured using ImageJ.
Estimation of Protein Concentration
The concentration
α-syn from the purification was estimated spectrophotometrically
with extinction coefficient of 5930 M–1 cm–1 at 280 nm. The protein concentration in SEC eluted fractions was
spectroscopically too low for accurate quantification. Therefore,
the concentration of α-syn was estimated using gel densitometry
with a known amount of α-syn WT (100–3200 ng, determined
spectroscopically) loaded on reducing SDS-PAGE as standard. Protein
bands were revealed with 1 h staining with SimplyBlue Safe stain (Thermo
Fisher Scientific, LC6065) and overnight destaining in water. The
gel was imaged using the Chemi-doc system (Biorad) with Cy5.5 filter,
which provided a linear readout for interpolation. The concentration
of α-syn in the eluted fractions containing oligomers was low,
in the range 0.2–3.1 μM.
Authors: Joseph R Mazzulli; You-Hai Xu; Ying Sun; Adam L Knight; Pamela J McLean; Guy A Caldwell; Ellen Sidransky; Gregory A Grabowski; Dimitri Krainc Journal: Cell Date: 2011-06-23 Impact factor: 41.582
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Authors: Marco J Russo; Christina D Orru; Luis Concha-Marambio; Simone Giaisi; Bradley R Groveman; Carly M Farris; Bret Holguin; Andrew G Hughson; David-Erick LaFontant; Chelsea Caspell-Garcia; Christopher S Coffey; Jennifer Mollon; Samantha J Hutten; Kalpana Merchant; Roland G Heym; Claudio Soto; Byron Caughey; Un Jung Kang Journal: Acta Neuropathol Commun Date: 2021-11-06 Impact factor: 7.801