S.
Jadavi
ab,
S.
Dante
c,
L.
Civiero
def,
M.
Sandre
fg,
L.
Bubacco
def,
L.
Tosatto‡
h,
P.
Bianchini
a,
C.
Canale
*b and
A.
Diaspro
ab
aNanoscopy, CHT Erzelli, Istituto Italiano di Tecnologia, Via Enrico Melen 83, Building B, 16152 Genova, Italy
bDepartment of Physics, University of Genova, Via Dodecaneso 33, 16146 Genova, Italy. E-mail: claudio.canale@unige.it
cMaterials Characterization Facility, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
dDepartment of Biology, University of Padova, Via U. Bassi 58/b, 35131 Padova, Italy
eIRCCS San Camillo Hospital, Via Alberoni 70, 30126 Venice, Italy
fCentro Studi per la Neurodegenerazione (CESNE), University of Padova, 35131 Padova, Italy
gParkinson and Movement Disorders Unit, Department of Neuroscience, University of Padova, Via Nicolò Giustiniani, 5, 35128 Padova, Italy
hIstituti di Biofisica, CNR, Trento, Italy
First published on 18th April 2023
In a previous study, the coexistence of different aggregation pathways of insulin and β-amyloid (Aβ) peptides was demonstrated by correlative stimulated emission depletion (STED) microscopy and atomic force microscopy (AFM). This had been explained by suboptimal proteins labeling strategies that generate heterogeneous populations of aggregating species. However, because of the limited number of proteins considered, the failure of the fluorescent labeling that occurs in a large portion of the aggregating fibrils observed for insulin and Aβ peptides, could not be considered a general phenomenon valid for all molecular systems. Here, we investigated the aggregation process of α-synuclein (α-syn), an amyloidogenic peptide involved in Parkinson's disease, which is significantly larger (MW ∼14 kDa) than insulin and Aβ, previously investigated. The results showed that an unspecific labeling procedure, such as that previously adopted for shorter proteins, reproduced the coexistence of labeled/unlabeled fibers. Therefore, a site-specific labeling method was developed to target a domain of the peptide scarcely involved in the aggregation process. Correlative STED–AFM illustrated that all fibrillar aggregates derived from the aggregation of α-syn at the dye-to-protein ratio of 1:
22 were fluorescent. These results, demonstrated here for the specific case of α-syn, highlight that the labeling artifacts can be avoided by careful designing the labeling strategy for the molecular system under investigation. The use of a label-free correlative microscopy technique would play a crucial role in the control of the setting of these conditions.
In particular, correlative microscopy is based on the coupling of techniques that can provide local multifunctional characterization of the sample.2,3 The most widespread correlative microscopy applications are related to the coupling of electron and optical microscopy.4–7 However, in recent years, the integration between atomic force microscopy (AFM) and super-resolution (SR) fluorescence microscopy has been proposed as a primary method in the study of bio-systems.3,8–12 The substantial advantage of this approach is the inherent capability of both techniques to work in a liquid environment, enabling simultaneous investigation of living systems, such as cells, or dynamic molecular processes, in a physiological-like environment, and at molecular-scale resolution.
Initially, the main idea of coupling AFM with SR8–11 was to endow AFM with chemical specificity, overcoming one of the most significant limitations of this tool. More recently, new results demonstrated that AFM can assume a key role in testing and validating results obtained by fluorescence microscopy.12
It is known that the presence of fluorescent dye molecules can influence molecular processes, although the final effect induced by fluorophores on the molecular mechanisms is difficult to predict. In recent work by our group, the aggregation process of misfolded peptides was studied. It was already known that the presence of a fraction of fluorescently labeled monomers significantly slowed the aggregation rates of peptides in vitro, with an effect proportional to the ratio of labeled molecules.13,14 Correlative AFM and stimulated emission depletion (STED) fluorescence microscopy demonstrated that unexpected phenomena could affect the aggregation of a partially labeled peptide solution.12 Specifically, by studying the aggregation of partially labeled solution of insulin or Aβ, it was found that only a fraction of the final fibrillary aggregates was fluorescent. These results indicated that the labeled monomers are involved only in preferred aggregation pathways, while others are precluded. The peculiar asymmetric distribution of the fluorophore in a sample, derived from a process that was in principle considered stochastic, was observed for the first time because of the new capability offered by correlative microscopy. This finding focuses the attention on an issue that involved all fluorescence-based experimental techniques, namely, the validity of results obtained when the molecules have preferential interactions depending on the presence of the fluorescent tag.
We thought that this issue has primary importance for all the investigations based on fluorescence, but we also knew that the unexpected scenario highlighted in our work, obtained for insulin and Aβ peptides, cannot be automatically extended to all the molecular systems that must be studied for their peculiarity.
Both Aβ and insulin are small peptides (MW 4–6 kDa), and the addition of the dye molecule (MW 0.98 kDa) strongly changes the mass of the peptides. In the case of insulin, we covalently bind the fluorophore to amine groups, i.e., more than one fluorophore can bind to a single peptide.
To take this step further, we studied a similar process, i.e., the formation of amyloid fibrils in vitro, using a different peptide and a well-controlled labeling method, widely employed in previous works.15,16 The protein was α-synuclein (α-syn), which is involved in the neurodegenerative cascade in Parkinson's disease. α-syn is larger (MW ∼14 kDa) than insulin and Aβ, previously investigated. The fluorophore was covalently bound to the C-terminal group of the peptide, an area of the polypeptide chain not or poorly involved in fibrillation, as suggested in previous works.15,17,18 We found that all the fibrillar aggregates obtained with a dye-to-protein ratio of 1:
20 were fluorescent. As a control, we labeled α-syn with NHS-dye, binding the fluorophore at the free amine groups, and using the same dye-to-protein ratio we found that just a subpopulation of fibrils were fluorescent, confirming of the results obtained by Cosentino et al.12
The molecular size of the protein does not guarantee to avoid influence on the aggregation upon binding of a fluorophore, suggesting the adoption and development of specific fluorophore conjugation strategies. AFM–STED correlative microscopy allows the characterization of the sample at the single fibril level, emerging as a primary tool in the control of the fluorescence distribution in supramolecular samples.
We provide a detailed quality control for the NHS reaction (see ESI Fig. 1†). As expected, the NHS reaction generates a heterogeneous population of Atto-synuclein species making very difficult the calculation of the number of dye molecules per protein (ESI Fig. 1B–F†). On the other hand, we were able to deduce an approximate value of the overall labeling efficiency that is close to 90%, similarly to the labeling with ATTO 488-maleimide. We can consider that also in this case the approximative labeled to unlabeled monomer ratio is 1:
22; in any case, the main message of this work does not change for a small deviation of this ratio.
ATTO 488-labeled α-syn (NHS) fibrils were obtained from LPS-free recombinant human α-syn monomers and ATTO 488 labeled α-syn (NHS), incubated in a 1:
22 ratio at a final concentration of 5 mg ml−1 in sterile PBS (Biowest). Fibrils were recovered by centrifugation after shaking the sample (ThermoMixer F1.5 Eppendorf, 1000 rpm) at 37 °C for seven days.
A NanoWizard II AFM head (JPK, JPK Instruments, Berlin, Germany) was mounted on a commercial Leica TCS SP5 gated STED-CW microscope. The optical microscope stage was exchanged with an AFM compatible stage (JPK Instruments, Berlin, Germany), which features minimum mechanical coupling of noise to the AFM cantilever.
The STED images have been collected by a hybrid detector in the spectral range of 500–570 nm. We used an HCX PL APO CS 100× 1.4NA oil objective (Leica Microsystems, Mannheim, Germany) and a scan speed of 1400 Hz for 1024 pixels per line with a 128-line average and a time-gated detection of 1.4 ns. The selected dye was ATTO 488 for α-syn, which is suitable for 488 nm excitation and 592 nm depletion wavelengths.
AFM images have been acquired in the air in intermittent contact mode, using a rectangular silicon cantilever (TESPA, Bruker, MA, USA) with a nominal spring constant of 42 N m−1, resonance frequency of 320 kHz, and a tip with a curvature radius of 8 nm. All images were acquired as 512 × 512 pixels images with a scan rate between 0.6 and 1.0 Hz. The Direct Overlay software (JPK Instruments, Berlin, Germany) was used to assist the choice of the overlapped areas in AFM and STED images.12
The level of co-localization between AFM and optical images was calculated by using the co-localization function of ImageJ (Bethesda, USA) and deriving the ratio of co-localization. The ratio of co-localization is provided by the Mander's coefficient (see eqn (1)) that provides a quantification of the number of the intensities of the STED image pixels (STEDi) that have a correspondence in the AFM image pixel (AFMi) divided by the total sum of AFM image intensity.
![]() | (1) |
AFMi,coloc = STEDi if AFMi > 0. M = 1 is the perfect colocalization, M = 0 represent the lack of correlation. The threshold was automatically determined by the software using the Costes auto threshold method.21 The scatter plots of the pixel-by-pixel correlation were also calculated using the same ImageJ function (Fig. S2†).
In this work, we aim to elucidate whether these unwanted effects can be avoided by using tailored labeling. For this purpose, we investigated the in vitro aggregation of α-syn, which is significantly larger (MW ∼14 kDa) than the peptides described above. Furthermore, a site-specific labeling method was used to covalently label the C-terminal group of the peptide, an area of the polypeptide chain scarcely involved in fibrillation as confirmed by recent cryo-electron microscopy structures.15,20,22 In this way, a single fluorophore per monomer was present and in a defined position along the protein polypeptide chain. Following a previously proposed labeling strategy,15,23 we used a variant of α-syn monomer, with a cysteine residue at the C-terminus of the peptide. We then used ATTO488 with a functional maleimide group that covalently binds to the cysteine at the C-terminal domain.
Correlative AFM–STED technique has been applied on site-specific labeled α-syn fibrils. By qualitative analysis, we observed that all, or at least the great majority, of the fibrillar aggregates displayed by AFM, were also visible in the STED image (Fig. 2), verifying that the fluorescent dye labels do not interfere with the aggregation process in a site-specific labeling method.
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Fig. 2 Representative fibrils containing α-syn site-specific labeled with ATTO488-maleimide at a dye-to-protein ratio of 1![]() ![]() |
Nevertheless, the mean co-localization ratio between AFM and STED obtained from all the acquired images was quantified, following the methods described in Experimental, as 0.76 ± 0.22 (mean ± SD), calculated from 43 images derived from 15 different samples. However, in some of the images, we noted a lack of overlap in large portions of the images (Fig. S4†). This effect was mainly due to the optical distortions that precluded perfect correlation,11 generating outliers that invalidate the results obtained from a restricted group of images. Repeating the analysis, excluding the images showing clear misalignment, we obtained a co-localization ratio of 0.87 ± 0.10, (calculated from 33 images). We also applied Chauvenet's criterion for the rejection of the outliers, a consolidated statistical method, obtaining a co-localization ratio of 0.84 ± 0.12. Fig. 4 shows the statistical distribution of the data after Chauvenet's criterion application. Our observations indicated that the great majority of the fibrillar aggregates were fluorescent.
As a comparative approach, we repeated the analysis labeling α-syn monomers with ATTO488-NHS, as previously done on insulin. We labeled α-syn monomers with 1.5 molar equivalent of the fluorophore, to have a low final concentration of fluorophore per peptide molecule. HPLC confirmed a high efficiency in the conjugation (higher than 90%, Fig. S1 in ESI†).
Fig. 3 shows fibrils obtained from α-syn labeled with ATTO488-NHS. A large population of unlabeled fibrils is present and displayed in the AFM image (Fig. 3b), confirming the coexistence of different aggregation pathways in which labeled molecules may engage, in agreement with what has been previously observed in experiments performed on insulin fibrils.12 The co-localization ratio calculated on 8 images from 4 different samples was 0.30 ± 0.16. Applying Chauvenet's criterion, we excluded one outlier obtaining a final co-localization ratio of 0.26 ± 0.08 (see also Fig. 4). Although, AFM analysis demonstrated that fibrils labeled with ATTO488-NHS were significantly thinner, we did not reveal a direct correlation between the fibril thickness and the presence of fluorescence. Although the preparation procedure of α-syn suggested the absence of any fibrillar aggregate before the aggregation process started, to further exclude the possibility to have unlabeled fibrils already present in the initial solution we performed AFM imaging on both the unlabeled α-syn and α-syn just after the labeling with ATTO488-NHS. The results are shown in Fig. S6.†
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Fig. 3 Representative fibrils containing α-syn labeled with ATTO488-NHS at a dye-to-protein ratio of 1![]() ![]() |
In this approach, we lost the precise control over the position of the fluorophore along the polypeptide chain, because 15 lysines (Lys) are present in the α-syn sequence. The number of Lys residues in α-syn is high, compared to the case of insulin. In particular, 11 Lys are located in the N-terminal domain (1–60), 1 in the central NAC region (61–95), and 3 at the C-terminus (96–140) (Fig. 5).24 We note that 2 of the 3 Lys of C-terminus are the first two amino acids of this domain, close to the NAC region. During the marking procedure, the dye molecules are randomly distributed, but they will have a high probability of binding the N-terminal domain. While the C-terminal domain is not strongly involved in aggregation, the N-terminal plays a fundamental, although not fully understood, role. In particular, a short motif in the N-terminal region is crucial for aggregation. Doherty et al.25 demonstrated that the 7-residue sequence, 36–42, controls α-syn aggregation. Deletion of this sequence prevents aggregation at pH 7.5 in vitro. The 36–42 sequence (GVLYVGS) contains no lysines, but lysines surround this short motif: sequence 30–45 is fact GKTKEGVLYVGSKTK, in which four lysines appear. The presence of fluorophores in this region probably results in significant, if not complete, suppression of protein aggregation capability. This could explain the lower total fluorescence emitted by fibrillar aggregates in samples with the ATTO488-NHS dye. The presence of a significant fluorescence background is an indirect proof of the presence of a non-fibrillar fraction with a high content of labeled peptides. Small fluorescent aggregates are displayed in Fig. 3c. These features are not correlated to AFM topography; a detailed discussion on this issue is reported in Fig. S8.† Furthermore, N-terminus lysine residues contribute to the formation of a hydrophilic tunnel that plays a stabilizing effect in the interfacial region of two protofilaments.22 Of note, most of the point mutations associated to pathological progression are located at the N-terminal domain, mainly close to the NAC region (Fig. 5).26–30 All these findings, supported the idea of a key role played by N-terminal region in α-syn aggregation. The contribution to fibril formation of an α-syn monomer functionalized with a hydrophobic fluorophore in the N-terminal domain is probably not favored for steric and hydrophobicity reasons. In a scenario characterized by a high level of polymorphism,31 the labeled monomers participate as building blocks in a limited subpopulation of fibrils, although the resolution of the AFM was not sufficient to detect any structural difference between fluorescent and non-fluorescent aggregates. In these samples, we observed that a large number of fibrils were not fluorescent, and the coexistence of labeled and unlabeled aggregates was evident.
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d2nr05487f |
‡ Current address: Centre for Structural Biology, Fondazione Human Technopole, Milan, Italy. |
This journal is © The Royal Society of Chemistry 2023 |