Surface-enhanced Raman scattering (SERS) is a vibrational spectroscopic technique for the detection of molecules on or near the surface of plasmonic nanostructures . The use of non-magnetic nanoparticles (NPs) as SERS substrate in medicine and more specifically, diagnosis is set to spread rapidly. SERS technique with multiplexing capacity is a novel technique for the sensitive and selective detection of biomolecules such as proteins . A typical SERS immunodetection is based on the formation of a direct or sandwich immunocomplex, in which the antibodies are immobilized on SERS substrates. Indeed, the concept behind immune-SERS detection is similar to enzyme-linked immunosorbent (ELISA) technique, which works by exchanging the enzyme label (e.g. horseradish peroxidase or HRP) with SERS nanotags . In 1971, three independent groups simultaneously published the use of a pair of antibodies in form of ELISA as an alternative to radioactive labeled immunoassays. In the same year (1971) Faulk and Taylor introduced the use of colloidal gold as a cytochemical marker for transmission electron microscopy (TEM) . Since then several authors have reported the improvement of labeling density when the particle size of the gold conjugate decreases. The reports suggested an optimal size of about 5–20 nm and a maximal size of 30 nm for such labelings . Although the signal intensity of SERS substrates depends on several different factors such as shape, material and configuration of nanomaterials . A certain size of nanomaterials is required for optimal SERS intensity, since smaller than 30 nm nanomaterials generates weak or no SERS signals . That means, the optimal size of NPs for target labeling could be a disadvantage for the mechanism of enhancement effect of Raman, and vice versa.
Challenge during the use of nonmagnetic particles
This contribution addresses the following central question/challenge in nanotags based detections: How to improve the reproducibility of nonmagnetic nanotags based assay? The assays that are based on magnetic microparticles show better reproducibility, although the microparticles are larger and heavier than 30–100 nm SERS substrates . The major difference between these methodologies is centrifugation steps to remove an excess of chemicals or unbound proteins during protein conjugation of NPs (preparation of nanotags). The small difference in size has a huge effect on the weight of the produced nanoparticles. For example the weight distribution of produced 55 nm gold nanoparticle (GNP) is around 30% (r=27.5±1.375 nm). Their weight is as for the weight of a sphere in direct correlation to its volume . Aggregations of nonmagnetic NPs occur mostly during preparation or biofunctionalization and lead to dysfunction of the biomolecule which binds to NPs like antibodies (IgGs). The sedimentation (pressing) and collisions among the nanoparticles under the centrifugal force can be the cause for aggregation and therefore influence the binding activity of IgG. Most cross-linking protocols are adapted from textbooks for bioconjugation chemistry and require further adjustments based on used nanomaterials. As an example, it has been shown, that the excess of crosslinkers such as N-hydroxysulfosuccinimide sodium salt (sulfo-NHS) increases the degree of aggregation during bioconjugation .
Immuno-SERS-microscopy is a novel imaging technique that can determine the target accuracy of nanoprobes [10, 11]. Immuno-SERS-microscopy as a new methodology in immunohistochemistry (IHC) combines the high specificity of antigen–antibody interactions with the high sensitivity of SERS . Particular features of SERS microscopy are the complexity of tissue as matrix and the dependence of target accuracy on several factors such as blocking buffers, antigen retrieval, incubation time and amount of nanotags [12, 13]. Schlücker and co-workers established SERS microscopy as a method of microspectroscopic imaging for the selective detection of biomolecules in targeted research . The authors chose the localization of prostate-specific antigen (PSA) as a first example to demonstrate the feasibility of this new method. PSA is a tissue specific marker with high expression level and the selective abundance in the epithelium of the prostate. The imaging of the tumor suppressor p63 in prostate biopsies was also demonstrated by immuno-SERS microscopy . In contrast to PSA, p63 is a tumor marker and is abundant in healthy men [12, 13].
Factors affecting the SERS detection
The pivotal factor for the success of SERS based detections is the reproducibility of results, which predominantly is directly related to three factors: Stability of SERS-Substrates, purity of antibodies and especially the bioconjugation technique [8, 9]. The following paragraphs describe the immuno-SERS microscopy as a basic method for the assessment of the results and the role of more important factors, which are involved in the SERS based immunodetection.
Highly enhancing SERS substrates for ultrasensitive molecular detection
The characteristic signature of Raman labels arises on the surface of noble metal nanoparticles as SERS substrates. Therefore for quantitative SERS detection, sensitive SERS labels with high degree of scattering efficiency are required . Optimal SERS nanotags generate maximum signal strength combined with high chemical and mechanical stability. Nobel metals such as gold and silver NPs are the most commonly used SERS substrates. Another example, Xia and co-workers developed gold/silver nanoshells (Au@Ag) as an efficient SERS substrate with tunable plasmon resonances in the red to near-infrared . Au@Ag increase SERS sensitivity roughly eightfold more than GNP with the same size. Figure 1A shows a TEM image of ca. 50–60 nm Au@Ag nanoshells (bottom) and the corresponding extinction spectrum (top). Gold nanostars (GNS) is a widely used material due to its excellent SERS sensitivity in SERS based assays. Similar to Au@Ag, the plasmon band of GNS occurs in the red to near-infrared, causing only minimal autofluorescence from the biological specimen upon red laser excitation. On the other hand, GNS exhibit high SERS enhancement factors due to their sharp tips, enabling single particle detection (Figure 1B). Previous syntheses of GNS were either performed in toxic Dimethylformamide (DMF) as an organic solvent or with cetyltrimethylammonium bromide (CTAB) as a capping agent, which is difficult to completely remove from the particle surface [15, 16]. Schütz et al. developed a biocompatible route for the synthesis of monodisperse GNS in water, with sodium citrate and hydroquinone as reducing/capping agents, in order to avoid both CTAB and toxic DMF, which can denature proteins . Both Au@Ag and GNS are widely used as single solid SERS substrates due to their excellent SERS sensitivity and relatively small size (ca. 50 nm, see Figure 2). Clusters of solid GNPs such as dimers and trimers exhibit a significantly larger SERS signal strength than individual solid GNPs or Au@Ag due to the presence of “hot spots” in the particle junctions (Figure 1C) [12, 13]. GNS and clusters of GNPs are just two optimal examples for highly sensitive plasmonic SERS nanotags, which have been characterized at the single-particle level [12, 16].
Silica-encapsulated dimers and trimers of GNPs (small clusters) have been demonstrated to exhibit single-particle SERS sensitivity. Encapsulation of nanomaterials would minimize aggregation and desorption of Raman label molecules from the nanoparticle surface during preparation and biofunctionalization. Encapsulation as a protective shell can be accomplished with different materials such as proteins, silica and polymers . Schlücker and co-workers have previously developed a method to obtain large quantities of a purified colloid containing silica-encapsulated dimers of GNPs via density gradient centrifugation . Glass-encapsulated GNP enables rapid immuno-SERS imaging with low millisecond integration time per point .
Purity of antibodies and missing site-specificity of IgG
Most of manufacturers use bacteriostatic agents (e.g. Sodium azide) and proteins such as BSA, gelatin, or sugars as stabilizers to protect their products (e.g. IgG) . Such stabilizers are able to bind with NPs covalently, like peptides or IgGs due to their free amine residues [9, 13]. Figure 2B shows the competitive binding of IgGs and stabilizers with NP. In practice, the conventional bioconjugation technique does not provide site-specificity and there is no control over targeting a particular amino acid residue. This uncontrolled binding in terms of missing site-specificity may result in a “scrambled” orientation of the antibodies on the surface of the SERS nanotags (Figure 2A) . Thus the antigen recognition sites of the antibody (FAB) cannot recognize its target perfectly. However, the conventional conjugation method has been successfully applied for the detection in association with labeling of solid nanotags. As shown before, the binding affinity of IgG coupled NPs depends especially on the degree of NP aggregation and purity of antibodies . This investigation shows the binding affinity of solid nanotags depends more on the degree of NP aggregation and less on lack of missing site-specificity of IgG. Hamann and co-workers reported that the aggregation of nanoparticles can be minimized by using the optimal amount of crosslinker and avoiding centrifugation steps . The authors established a simple method to avoid multi step centrifugation of NPs for removing excess of chemicals or proteins . The method consists of one or more simple reaction chambers with lateral filter membranes, which are permeable to molecules with defined sizes. At the bottom of each reaction chambers is a small well in the form of a pocket to collect modified NPs. The same method was used to separate small “native proteins” such as bovine serum albumin (BSA) from IgGs.
Various cross-linking methods have been developed for labeling of proteins (e.g. IgG) with fluorophores or enzyme (e.g. HRP). Cross-linking is the implementation of covalent bonds between functional groups of amino acids within a protein (intramolecular), or between interacting proteins (intermolecular) using chemical reagents.
Since the SERS-nanotags are indeed several thousand fold heavier than IgG, fluorophores or enzymes, particular attention must be paid to the chosen buffers and bioconjugation technique, which allows the linkage of bio- and nanomaterials . Thus, for bioconjugation of SERS labels, gentle modification and adjustments are required. As it has been shown before, the stability and biofunctionality of SERS nanotags depends on the amount of crosslinker and the avoidance of centrifugation steps . Figure 2C and D demonstrate two different preparations of anti p63 coupled SERS probes with and without the use of a reaction/separation chamber [9, 21]. The p63 IgG labeled SERS probe in Figure 2C has been prepared by the use of the centrifuge. In contrast, SERS probe in Figure 2D was prepared with the filtration/reaction chamber with lateral filter. The nonspecific binding of nanoparticles between the nuclei is clearly visible in Figure 2C. Evidence to the contrary, Figure 2D, shows only the labeled nuclei of cells with a diameter of about 6 μM. The spaces between the nuclei of cells are not marked with SERS label .
The same reaction/separation chamber is used for continuous modification and covalent coupling of anti PSA antibody molecules onto Au@Ag. The in situ detection of PSA in epithelial tissue of prostate section by SERS microscopy is shown in Figure 2E. In contrast, no contributions from the SERS label are observed in the lumen and stroma, respectively. Authors performed negative control experiments employing BSA–SERS nanotags conjugates, i.e. without antibodies [9, 12, 13]. The SERS false color images in Figure 2C, D, F and E are based on the intensity of the Raman marker band of 4-nitrothiobenzoic acid (4-NTB) at about 1340 cm−1 indicating the presence of PSA or p63. Negative control experiments with SERS labeled BSA indicate no or only minimal non-specific binding. (Figure 2F).
In comparison to single solid SERS nanotags such as Au@Ag and GNS, the glass encapsulated gold cluster shows worse target accuracy in our laboratory after conventional covalent bioconjugation. Schlücker and co-workers have introduced the proof of concept of bioconjugation as an alternative design for SERS label–antibody conjugates, which minimizes nonspecific binding . Silica-coated gold nanoparticle clusters as SERS substrates were non-covalently conjugated to primary IgGs using the chimeric protein A/G, which selectively recognizes the fragment crystallizable region (Fc region) of IgGs. In contrast to conventional bioconjugation, the presented design avoids the problem of uncontrolled binding due the lack of site-specificity, by using the chimeric protein A/G, which exhibits multiple bindings to the Fc region of the antibody. Figure 3A shows nanotags covered with a self-assembled monolayer (SAM) of Raman reporter molecules, which are encapsulated with silica . The silica coating as a protective shell, holds the solid GNPs together, a close spacing between the GNPs is important for efficient generation of SERS via “hot spots” [12, 13].
The silica-encapsulated NPs were labeled covalently with protein A/G before conjugation to monoclonal antibodies for target recognition. Controlled binding and directed orientation of the antibodies onto the silica surface of the SERS cluster via coating with protein A/G, exhibits multiple binding sites for Fc region of IgG (Shown orange). Highly purified silica-encapsulated clusters (dimers and trimers) of 60 nm GNPs were used for single and two-color staining of PSA and p63 proteins on prostate tissue. Figure 3B shows the localization of PSA in epithelial tissue of the prostate by immuno-SERS microscopy. In contrast, no contributions from the SERS nanotags are observed in the stroma and lumen, respectively. The selective abundance of p63 in the basal cells of the epithelium is clearly observable in Figure 3B. As shown, the tumor suppressor p63 is solely abundant in the basal cells of healthy donors but not in the stroma, secretory epithelium or lumen . The SERS false color images in Figure 3B and C is based on the intensity of the Raman marker band of 4-NTB at about 1340 cm−1. The two-color experiment in Figure 3D confirms the findings from the one-color experiments: p63 is selectively observed in the nuclei of the basal cells (green), while PSA is abundant in the entire epithelium, but not in the stroma (red). The tissue was incubated separately with different SERS nanotags for the two color experiments.
The loss of target accuracy and appearance of nonspecific binding are most important disadvantages of SERS nanoparticles [9, 21]. Apart from diagnostics, the metallic nanoparticles could although be used for therapeutic purposes due to their photothermal effect . Potential limitations, such as water solubility and dose dependent toxicity of the NPs have to be investigated in future studies [23, 24]. The synthesis of SERS labels together with new conjugation protocols can play an important role in the future. Since the focus on SERS applications rather than on the synthesis or characterization of SERS nanoparticles.
Eighty years after the discovery of the Raman effect conventional Raman scattering has not only already made the transition to medical applications but also to in vitro diagnostics. Immuno-SERS microscopy is a novel technique in nano-biophotonics, which can be used as a tool for the evaluation of the quality and target accuracy of SERS nanoprobes. The development of increasingly sensitive SERS based methods enables faster imaging and multiplex assay experiments. Other advantages of SERS nanoprobes are the ability to quantify the target concentration combined with high sensitivity and their photostability. A disadvantage of SERS and other nanotags based assays may be the relatively large weight of SERS- nano- labels compared with molecular fluorophores, antibodies and enzymes. This can cause aggregation when using centrifugation steps during preparation of IgG labeled nanotags, which therefore influence the binding activity of IgG. The aggregation and nonspecific binding of SERS tags could be minimized using reaction/separation chamber with lateral filter membranes.
At the same time, it is important to keep in mind that the success by SERS based detections depends on the stability of sensitive nanotags throughout the whole period of the preparations and applications processing and avoidance of nanotags aggregation.
We acknowledge financial support from University of Applied Science Osnabrück (KST, 58210045).
Conflict of interest: Authors state no conflict of interest.
Materials and methods
Informed consent: Informed consent has been obtained from all individuals included in this study.
Ethical approval: The research related to human use has been complied with all the relevant national regulations, institutional policies and in accordance the tenets of the Helsinki Declaration, and has been approved by the authors’ institutional review board or equivalent committee.
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