Raman spectroscopy (RS) is a relatively weak optical process that provides information about the unique vibrational modes of molecules. This technique is effective and essential, e.g. for solid materials or analysis in solution, however its sensitivity is poor. As a result of many attempts at improving the sensitivity of Raman spectroscopy, a successful solution was a combination of surface enhancement scattering and RS, which proved a highly selective and sensitive method referred to as surface-enhanced Raman scattering/spectroscopy (SERS). SERS is an extremely effective qualitative technique, which works on standard equipment. Moreover, this method permits the analyses of small amounts of samples, e.g. a drastically diluted solution (even 10-16 mol/dm3). Enhancement in SERS is about 100 times that of standard Raman scattering. The most important point is that SERS signals are effective for a wide range of molecules and could be applied for detection, e.g. of cancer, anthrax [1, 2], chemical warfare-stimulants , explosive-agents [4, 5]; for environmental monitoring  or for the monitoring of heterogeneous catalytic reactions  as well as in vitro [8–10] and in vivo  glucose sensing. The best SERS-active materials are nanoparticles of silver and gold, but other metals such as copper are also effective. It is worth highlighting that the enhancement in resolution depends not only on the kind of material but particularly on the shape of the nanoparticles. The most common nanoparticles are colloids of the metals. In recent years, thousands of papers have been published about SERS, which illustrates the fast development of this method and its powerful possibilities.
Inelastic scattering of light was first presented by an Austrian theoretical physicist, Adolf Smekal in 1923 . This type of scattering was observed by Indian physicists Chandrasekhara Venkata Raman and his student Kariamanikkam Srinivasa Krishnan on the 28 February 1928. A week earlier, Russian physicists Grigory Samuilovich Landsberg and Leonid Mandelstam discovered the same effect as Raman and Krishnan. Chandrasekhara Raman published his results before Landsberg, in an article entitled “A New Type of Secondary Radiation”, and that is why the effect carries his name. In Russia this effect is still called “combinatorial scattering of light” [13–16]. In 1930, Sir Ch. V. Raman won the Nobel Prize in Physics “for his work on the scattering of light and for the discovery of the effect named in his honor”. The limitation of Raman spectroscopy in the early years was correlated with the preparation of samples (concentration above 1 mol/L and volumes of a minimum 5 mL). The milestone for simplified Raman spectrometers and improved sensitivity of this technique  was the use of the laser beam. The first functioning laser was constructed by Theodore H. Maiman in 1960 (a ruby crystal used to produced a red light laser of 694 nm wavelength) and later in 1960 the first gas laser was discovered by Ali Javan, William Bennett and Donald Herriott (helium and neon were used to produce a red light laser of 632.8 nm wavelength).
In 1973, Martin Fleischmann, Patrick J. Hendra and A. James McQuillan observed a much-enhanced Raman signal of pyridine adsorbed on a roughened silver surface . After that, a lot of independent scientists confirmed this extraordinary effect, and a mechanism for the observed enhancement was proposed. Theoretical fundamentals of the SERS were laid in 1977 by two independent groups of scientists. The first research group headed by David L. Jeanmaire and Richard P. Van Duyne proposed the electromagnetic effect as a fundamental of SERS, while the second group of scientists, Albrecht M. Grant and Alan J. Creighton, proposed the charge-transfer effect to play this role [19, 20]. In 1997, a milestone was the recording of a SERS spectrum of a single-molecule, which made the grounds for elimination of the limitations of RS. It has resulted in the appearance of a new research field and development of SERS as an effective analytical technique [5, 21, 22].
Classical RS is a technique used to detect vibrational and rotational oscillations of a molecule upon incidence of monochromatic light, as they are functions of frequency of the scattered light. The scattering of light can be elastic (Rayleigh scattering, the frequency of scattered light is the same as that of the initial photon hν0 = hν0) or inelastic (Raman scattering). Inelastic scattering can be divided into Stokes and anti-Stokes scattering. The laser light interacts with a molecule to endow it with higher energy and move it to a higher or lower level (hν0 = hν0 – hνm or hν0 = hν0 + hνm) (Figure 1).
Stokes and anti-Stokes scattering are relatively weak and their emission intensities are up to several orders of magnitude lower when compared to those of elastic scattering bands, which could be overlapped by Rayleigh bands. Rayleigh and Stokes processes are more important in Raman spectroscopy than the weakest anti-Stokes (Figure 2), but the recording of these signals is essential for higher sensitivity detection. The SERS becomes an extremely effective technique as it permits enhancement of the Raman signal intensities by several orders of magnitude.
The surface enhancement factor of Raman signal EFSERS = 106 or more could be explained as a result of two contributing effects: (i) the electromagnetic enhancement (EM)  and (ii) chemical (charge-transfer) enhancement (EC) [24, 25]. High levels of enhancement are always related to specific morphologies of nanostructures [26–30]. The molecule analyzed must be adsorbed on a SERS-active surface and irradiated by monochromatic radiation, usually from a laser and detected via a Raman spectrometer (Figure 3).
4 The electromagnetic enhancement (EM)
Electromagnetic enhancement (EM) involves interactions between surface plasmon of the metallic nanosized cluster of Ag, Au or Cu and the molecule located near the plasmon surface [32, 33]. Conversely, EM is related to resonances of the optical fields with surface plasmons . Plasmon is a collective excitation of the electron cloud, while surface plasmons is an excitation confined to the nearest surface region (Figure 4).
Moreover, nanostructures can be considered as nanoantennae for transmission and enhancement of Raman scattered light. EM depends on the resonance process between the plasmons, excitations and scattered fields. The enhancement is strong when excitation and scattered fields are in resonance with the surface plasmons. The shifts in frequencies between excitation and scattered light are small when compared to the width of the plasmon resonance .
5 The chemical enhancement
Chemical (charge-transfer) enhancement (CE) is a result of bonding between the analyzed molecule and metal nanoparticles surface [32, 33]. The exciting radiation interacts with the metal to form an electron-hole pair. The energy is transferred to the analyte through metal to the bonds of the molecule. The charge-transfer complex formed considerably increases the molecular polarizability of the molecule due to interaction with the metal electrons, which generates new, shifted or broadened Raman bands [28, 36–41]. The Raman process occurs on the analyte, and the energy is transferred back into the metal to be scattered . The charge-transfer occurs between the conduction electrons of the metal and the lowest unoccupied orbital of the molecule chemisorbed to its surface. CE occurs only from the molecules directly attached to the surface and increases only up to monolayer coverage. It is possible that electromagnetic and/or chemical effects could enhance a Raman signal by up to × 1014. For the systems in which both mechanisms are simultaneously operative, the effects are multiplied. It has been almost impossible to separate these two effects . Moreover, it has been proved that the electromagnetic enhancement based on plasmon resonances gives larger effects than charge-transfer enhancement  (Figure 5).
5.1 Effective SERS materials
As mentioned above, Raman scattering is a relatively weak optical phenomenon. SERS is the method allowing enhancement of the weak signal it gives on specially prepared materials. Current efforts in SERS probe development are aimed at reproducible preparation of highly sensitive SERS-active nanostructures with a narrow distribution of their enhancement factor (EF) values . SERS-active substrates, providing nanoscale and atomic-scale roughness, include evaporated island films . The best active materials are based on gold, silver or copper particles. The most common types of SERS-active substrates are clusters of colloidal silver or gold particles in the 10–100 nm size range, used in colloidal solution or “dry” on a surface. These nanoparticles are made by chemical reduction processes using, for example, citric acid, sodium borohydride or glucose [46–49]. Despite considerable success in synthesizing silver nanoparticles with different particle size distributions, many of the reported methods have certain limitations in terms of their control over shape, size and stability in the dispersion system [50, 51] (Figures 6 and Figure 7).
Achieving nanoparticles below 10 nm with high monodispersity and stability [52–55] is not easy, but the use of an excess of a strong reducing agent, for example sodium borohydride, permits a synthesis of monodisperse small uniform-sized nanoparticles. Moreover, it is difficult to obtain larger-sized nanoparticles via chemical reduction [47, 56, 57].
On the other hand, aggregated nanoparticles increase the intensity of Raman signals much more than separated particles, because of the enhanced field around the near-field coupling species [58, 59]. Confinement of nanoparticles in a limited space creates the so-called “hot spots”, which increase even more the intensity of RS of molecules located in this area. Many reports have been published on different attempts to produce active hot spots to achieve high SERS signal by assembly of nanoparticles on the surface of various supports, such as polystyrene , silica  or agarose  microbeads, but also by use of agarose gels  or films of poly(diallyldimethylammonium chloride) and poly(acrylic acid) . The most commonly used preparation method is the LbL assembly technique [63, 65]. Moreover, encapsulation of ready-to-use hot spots is the best method of obtaining active and long-life time materials.
Capsules in general are spherical membranes that separate their inside from the outside environment. They can have different morphology, depending on the material used to their preparation. Furthermore, the preparation technique has a huge impact on the final outcome . “Microcapsule” may be defined as a circular cross-section shaped particle with certain free volume inside, where a core material can be allocated. Their diameter size varies in the range 1–1000 μm (nanocapsules below 1 μm and macrocapsules above 1000 μm) [67, 68]. Depending on their structure they can be characterized as a continuous core/shell microcapsule, polycore capsule, continuous core capsule with more than one layer of shell material and matrix type, where the encapsulated agent is incorporated within the shell material .
An example of microcapsulation is a thiolated block copolymer consisting of a pH-responsive PMAA ploymethacrylic acid segment and an amphiphilic polyethylene glycol PEG segment for encapsulating gold nanocrystals. In materials of this type, SERS signals can be switched on and off by molecular conformational changes (Figure 8). It has been shown that neutralized PMAA molecules are able to interact with amphiphilic PEG chains, leading to highly compact and intermingled copolymer structures on the surface of nanoparticles. This type of molecular conformational change provides a new strategy for controling the distances and plasmonic interactions between two or more gold nanoparticles. This opens a possibility of using SERS nanoparticle tags for biomolecular binding and enzymatic cleavage studies .
The development of biocompatible nanoparticles for in vivo molecular imaging and targeted therapy is an area of considerable current interest across a number of science, engineering and biomedical disciplines [72–80]. Nanomaterials conjugated with bioligands such as monoclonal antibodies, peptides or small molecules can be used to target malignant tumors with high specificity and affinity [81–84]. Another advantage of nanoparticles is their large surface areas available for conjugation to multiple diagnostic (e.g. optical, radioisotopic or magnetic) and therapeutic (e.g. anticancer) agents. Recent advances have led to the development of biodegradable nontoxic nanostructures for drug delivery in vivo, for tumor targeting and spectroscopic detection [85–89] (Figure 9)
Moreover, colloidal gold nanoparticles have been safely used to treat rheumatoid arthritis for half a century [90, 91]. However, recent work indicates the pegylated gold nanoparticles (colloidal gold coated with a protective layer of polyethylene glycol or PEG) exhibit excellent in vivo biodistribution and pharmacokinetic properties upon systemic injection [92–94]. In contrast to quantum dots, containing cadmium and other toxic or immunogenic nanoparticles, gold colloids have almost no long-term toxicity [95–96].
Another very important feature of this technique is not only the compatibility in size and geometry of the sample of SERS-active substrates (Figure 10); but also “chemical” compatibility to a “biological environment”. In general, due to its chemical inactivity, gold should be more suitable for incorporation inside biophysical systems. It has been shown that gold colloidal clusters have SERS enhancement factors (SERS EFs) comparable to those of silver clusters, when Near infrared (NIR) excitation is applied .
6 Application of SERS
The SERS has a very wide range of possible applications: SERS microscopy , biosensing , diagnostics , imaging , and clinical translation . This spectroscopy is used to identify explosive materials , therapeutic agents , drugs of abuse , food additives , cells and spores and DNA sequence analysis [27, 107–115]. SERS allows detection of very small quantities of molecules, even a single-molecule and its identification moreover could be useful for detecting a known molecule and for monitoring its distribution .
Several reviews have described the preparation of SERS substrates (e.g. nanosphere lithography , nanofabrication techniques , surface functionalization , and fibre sensors ) and their performance in specific applications as well as in vitro cancer detection and diagnostics and for cancer imaging [1, 2].
SERS has been used to investigate a wide variety of problems in science. Recently Natan’s group has published an interesting series of papers on the development of novel SERS substrates based on the self-assembly gold colloids . They studied the compatibility of biomolecules with gold colloids coated with silver as a potential substances useful in SERS. The versatility of this approach is a promising development for analytical applications. Weaver’s group has found a way to extend the SERS technique to transition metal surfaces by electrodepositing the metal of interest on a suitably prepared enhancing gold substrate. Although attempts at realization of this idea had been made before, the inability to make pinhole-free in the layer prevented the technique from being generally useful. High quality films were prepared by slow deposition at a constant cathode current rather than by a more rapid constant potential deposition method used formerly. These films must be thick enough to behave chemically as the bulk metal of interest and at the same time thin enough to support the electromagnetic enhancement of the underlying substrate. Recently, promising applications of Weaver’s in situ method to study gas phase heterogeneous catalytic reactions and electrocatalytic processes have been reported. The future of this area looks very promising .
Gold nanoparticles, because of their biocompatibility, were investigated in cell biology. The nanoparticles were used directly as a probe of the chemical composition of endosomes of different stages and for the detection of specific cellular molecules, such as adenosine monophosphate (AMP) . Gold as well as silver nanoparticles can be exported as labels that highlight cellular structures based on the enhanced Raman surface [122–124]. The Raman spectra recorded have fingerprint of molecules linked to the surface material. Other biomolecules such as as amino acids, purine or pyrimidine bases and “large” molecules such as proteins, DNA and RNA “intrinsically colored” biomolecules such as chlorophylls, hem-containing proteins and other pigments were studied by SERS. Gold nanoparticles were capped with a biofunctional molecule capable of forming a covalent link with the aromatic residues of the protein moiety, antithrombin as a sensitive recognition element .
Moreover SERS can be used to monitor transport through membranes and the results show that this technique can discriminate between the movement of different molecules across a membrane and to observe different interfacial arrival times and concentration growth rates in the receiving (colloidal silver) solution .
An extraordinary challenge is to apply SERS in living systems for real medical problems [127, 128]. The detection, identification and quantification of neurotransmitters in the brain fluid is an important question in neurochemistry . SERS represents an interesting approach for studying charge-transfer processes, for instance in cytochrome c, which has been investigated on bare and coated silver electrodes .
The first SERS spectra of DNA adsorbed on a silver surface were reported in 1981  and thereafter SERS studies of nucleic acids and their components quickly developed [110, 132–135]. In most of the SERS studies, the target nucleic acids were applied in relatively high concentrations (10−5–10−8 mol/L), but the most interesting aspects of SERS on nucleic acids might be attributed to the ultrasensitive and single-molecule capabilities of the method.
A first in vivo application of SERS was demonstrated for quantitative glucose measurements in an animal model . The result of the study indicated that glucose binds reversibly to the SERS-active surface and that changes in concentration as rapid as in 30 s can be measured. Glucose sensing has great medical value but the SERS spectrum of glucose is generally of relatively low intensity. Van Duyne and co-workers created a modified surface designed to adsorb glucose effectively on a solid state substrate made by depositing silver on a layer of polystyrene beads and then removing the beads to reveal a SERS-active surface of closely spaced essentially triangular deposits of silver . Reproducible surface and strong signals were possible to create a monitor for glucose detection based on SERS technology.
Gold nanoparticles or nanoaggregates can be used as nanosensors to probe small biological structures such as cells and bacteria [121, 122, 137–141]. Applications of SERS in biomedical sensing includes SERS labels based on highly selective surface-enhanced Raman spectrum of a reporter attached to an enhancing silver or gold nanostructure [77, 142, 143]. Au or Ag cores functionalized with Raman active molecules can also be encapsulated in a glass shell, which provides the SERS label with mechanical and chemical stability .
Entities such as mammalian cells and spores give broader, more complex spectra. The origin of these signals is likely to be the part of the cell or spore closest to the enhancing surface on the spectra, and various bands that are indicative of proteins can be identified. Remarkably, the spectra can be used for effective discrimination of different cell types. The data are usually analyzed by methods such as least squares and principal component analysis and this information can discriminate between genetically different species of intact bacillus spores [42, 108].
The progress in SERS techniques could be used in cancer diagnostics, including multiplexed detection and identification of new biomarkers, single-nucleotide polymorphisms, and circulating tumor cells. In these experiments, colloidal silver particles were incorporated inside the cells and SERS was applied to monitor the intracellular distribution of drugs in the whole cell and to study the antitumor drugs/nucleic acid complexes. SERS is also used as a non-invasive tool for cancer imaging with immunoSERS microscopy, histo-logical analysis of biopsies, and in vivo detection of tumors .
The high sensitivity and multiplexing capabilities of SERS technologies were supported by their integration into molecular diagnostics for in vitro cancer detection. A common approach involves immunoassays that rely on the recognition of biomarkers (cell surface markers, membrane receptors) with antibodies that are conjugated to SERS substrates. For instance mucin protein (encoded as MUC4 gene) might be used as a serum marker for early detection of pancreatic cancer using a quantitative SERS-based platform . The possibility of monitoring more than one biomarker enhanced the accuracy of lung cancer diagnostics (Figure 11) [146, 147].
SERS technologies, because of their high sensitivity, are ideal for the development of diagnostic assays and imaging tools and have progressed towards the quantification of biomarkers in the form of cell surface markers, mutant genes, and alleles. Moreover the assays require small sample volumes (a few microliters) and have extremely low detection limits (up to femtomolar level). SERS optical imaging with its modality for mapping biomolecules in cancer tissue with single-cell resolution has multifarious capabilities. Nowadays SERS technologies guide intraoperative imaging for tumor resection and endoscope-based imaging and have a significant impact on the next generation of molecular imaging tools for cancer detection and therapeutics .
Another biological application of SERS spectra is the enzyme immunoassay of the enzyme reaction product . Antibodies immobilized on a solid substrate bind antigen, which binds to a second antibody labeled with peroxidase. If these immunocomplexes are subjected to the reaction with o-phenylenediamine, azoaniline is generated. The reaction product is adsorbed on colloidal silver particles, resulting in a strong SERS spectrum of azoaniline, whose signal strength is proportional to the concentration of the antigen. The method of silver colloidal SERS of the enzymatic product has been applied to direct detection of enzymes in cells. Moreover, the method has been successfully used to detect and to quantify prostaglandin H synthase-1 and 2 in normal human hepatocytes and human hepatocellular carcinoma cells .
Additionally, colloidal gold may be supported by the gold surface and that “SERS-active substrate” could bind immobilized antibodies and capture antigens from solution. Gold nanoparticles labeled with both specific antibodies and a specific reporter bind to the captured antigen. By immobilizing different antibodies and using different reporters, the presence of different antigens can be detected by the characteristic surface-enhanced Raman spectrum of the specific reporter molecules. There are several potential advantages of using SERS as a read-out method (Figure 12).
The SERS gene technique has been used for determination of the human immunodeficiency virus (HIV) gag gene sequence. The results of this study are potentially useful for HIV detection by SERS gene probes . Progress in DNA and genome research results in quick development of SERS techniques for rapid characterization of DNA fragments . A SERS-based method has been proposed for monitoring the concentration of double-stranded DNA amplified by polymerase chain reactions. Methods for labeling can employ radioactive or fluorescence reporters . Recently, quantum dots and nanoparticles have been suggested as interesting new fluorescence labels for characterizing DNA fragments and for detecting specific nucleic acid sequences [154, 155].
Another example of using SERS spectroscopy is identification of artificial neural networks in aqueous solutions of different neurotransmitters . Spectra of neurotransmitters have been measured on silver electrodes and on colloidal silver particles in water [114, 157–160]. The high sensitivity of SERS has been also applied for identification of relatively small amounts of bacteria. The first SERS studies of bacteria were reported in 1998  and in that work, silver colloidal particles were produced selectively within the bacterium on its wall, forming there a rough silver coating. Considering the number and diversity of biomolecules in the bacterial wall, the SERS spectrum is a selective effect showing predominantly those molecules and functional groups that are in the immediate proximity of the silver colloid [161, 162].
Enkephalin, an endogenous substance in the human brain, was detected at the single-molecule level based on the surface-enhanced Raman signal of the ring breathing mode of phenylalanine, which is one building block of the molecule. The SERS signal of phenylalanine can be used as an intrinsic marker for detecting a single enkephalin molecule without the use of a specific label .
Moreover, gold or silver nanoparticles could be used as intracellular pH probe [124, 141, 163–165]. Determination and monitoring pH in cells and cellular compartments is of particular importance for a better understanding of a broad range of physiological and metabolic processes (Figure 13).
Conversely, SERS has been proposed for detection of a range of explosives and other trace materials. Some of the key explosives such as TNT, and components of plastic explosives such as RDX and PETN, have very low vapor pressures so the detection limits of any analytical method are required to be low. The SERS technique is effective if a gold substrate is treated with sodium hydroxide  and chemical derivatization of TNT produces a molecule that adheres strongly to silver surfaces, again giving good detection limits .
This article is also available in: Giamberini (et al.), Microencapsulation. De Gruyter (2015), isbn 978-3-11-033187.
Zhang, X., Young, M. A., Lyandres, O., Van Duyne, R. P., Rapid detection of an anthrax biomarker by surface-enhanced Raman spectroscopy, J Am Chem Soc 127 (2005) 4484–4489. CrossrefPubMedGoogle Scholar
Zhang, X., Zhao, J., Whitney, A., Elam, J., Van Duyne, R. P., Ultrastable substrates for surface-enhanced Raman spectroscopy fabricated by atomic layer deposition: improved anthrax biomarker detection, J Am Chem Soc 128 (2006) 10304–10309. PubMedCrossrefGoogle Scholar
Sylvia, J. M., Janni, J. A., Klein, J. D., Spencer, K. M., Surface-enhanced Raman detection of 2,4-dinitrotoluene impurity vapour as a marker to locate landmines, Anal Chem 72 (2000) 5834–5840. CrossrefGoogle Scholar
Kundu, S., Mandal, M., Ghosh, S. K., Pal, T,. Photochemical deposition of SERS active silver nanoparticles on silica gel and their application as catalysts for the reduction of aromatic nitro compounds, J Colloid Interf Sci 272 (2004) 134–144. CrossrefGoogle Scholar
Stuart, D. A., Yonzon, C. R., Zhang, X. Y., Lyandres, O., Shah, N. C., Glucksberg, M. R., et al., Glucose sensing using near-infrared surface-enhanced Raman spectroscopy: gold surfaces, 10-day stability, and improved accuracy, Anal Chem 77 (2005) 4013–4019. PubMedCrossrefGoogle Scholar
Lyandres, O., Shah, N. C., Yonzon, C. R., Walsh, J. T., Glucksberg, M. R., Van Duyne, R. P., Real-time glucose sensing by surface-enhanced Raman spectroscopy in bovine plasma facilitated by a mixed decanethiol/mercaptohexanol partition layer, Anal Chem 77 (2005) 6134–6139.CrossrefPubMedGoogle Scholar
Shah, N. C., Lyandres, O., Walsh, J. T., Glucksberg, M. R., Van Duyne, R. P., Lactate and sequential lactate-glucose sensing using surface-enhanced Raman spectroscopy, Anal Chem 79 (2007) 6927–6932. CrossrefPubMedGoogle Scholar
Stuart, D. A., Yuen, J. M., Shah, N. C., Lyandres, O., Yonzon, C. R., Glucksberg, M. R., Walsh, J, T., Van Duyne, R. P., et al., In vivo glucose measurement by surface-enhanced Raman spectroscopy, Anal Chem 78 (2006) 7211–7215. CrossrefPubMedGoogle Scholar
Smekal, A., Zur Quantentheorie der dispersion, Naturwissnschaften 43 (1923) 873–875. Google Scholar
Raman, C. V., Krishnan, K. S., The optical analogue of the compton effect, Nature 121 (1928) 377–378.Google Scholar
Landsberg, G., Mandelstam, L., A novel effect of light scattering in crystals, Naturwissenschaften 16 (1928) 557–558.Google Scholar
Jeanmaire, D. L., Van Duyne, R. P., Surface Raman electrochemistry part I. Heterocyclic, aromatic and aliphatic amines adsorbed on the anodized silver electrode, J Electroanal Chem 84 (1977) 1–20. Google Scholar
Kneipp, K., Wang, Y., Kneipp, H., Perelman, L.T., Itzkan, I., Dasari, R. R., et al., Single molecule detection using surface-enhanced Raman scattering (SERS), Phys Rev Lett 78 (1997) 1667–1670. CrossrefGoogle Scholar
Kneipp, K., Kneipp, H., Deinum, G., Itzkan, I., Dasari, R. R., Feld, M. S., Single-molecule detection of a cyanine dye in silver colloidal solution using near-infrared surface-enhanced Raman scattering, Appl Spectrosc 52 (1998) 175–178. CrossrefGoogle Scholar
Kneipp, K., Kneipp, H., Kartha, V. B., Manoharan, R., Deinum, G., Itzkan, I., Dasari, R. R., Feld, M. S., Detection and identification of a single DNA-base molecule using surface-enhanced Raman scattering (SERS), Phys Rev E 57 (1998) R6281–6284. CrossrefGoogle Scholar
Michaels, A. M., Jiang, J., Brus, L., Ag nanocrystal junctions as the site for surface-enhanced Raman scattering of single rhodamine 6G molecules, J Phys Chem B 104 (2000) 11965–11971. CrossrefGoogle Scholar
Guerrini, L., Graham, D., Molecularly-mediated assemblies of plasmonic nanoparticles for surface-enhanced Raman spectroscopy applications, Chem Soc Rev 41 (2012) 7085–7107. CrossrefPubMedGoogle Scholar
Smith, W. E., Rodger, C., Surface-enhanced Raman scattering (SERS), applications, in Lindon, J. C., (editor) Encyclopedia of Spectroscopy and Spectrometry. Elsevier Oxford, Oxford, UK, 1999, 2329–2334. Google Scholar
Otto, A., Surface-enhanced Raman scattering: “classical” and “chemical” origins, in Cardona, M., Guntherodt, G., (editors). Light Scattering in Solids IV. Electronic Scattering, Spin Effects, SERS and Morphic Effects. Springer-Verlag, Berlin, Germany, 1984, 289–418. Google Scholar
Lombardi, J. R., Birke, R. L., Tianhong, L., Jia, X., Charge-transfer theory of surface enhanced Raman-spectroscopy – Herzberg-Teller contributions, J Chem Phys, 84 (1986) 4174–4180.CrossrefGoogle Scholar
Kambhampati, P., Child, C. M., Foster, M. C., Campion, A., On the chemical mechanism of surface enhanced Raman scattering: experiment and theory, J Chem Phys 108(1998) 5013–5026.CrossrefGoogle Scholar
McNay, G., Eustace, D., Smith, W. E., Faulds, K., Graham, D., Surface-enhanced raman scattering (SERS) and surface-enhanced resonance raman scattering (SERRS): a review of applications, Appl Spectrosc 65 (2011) 825–837. PubMedCrossrefGoogle Scholar
Smith, E., Dent, G., Moder Raman Spectroscopy – A Practical Approach. John Wiley & Sons Ltd, Hoboken, USA, 2005. Google Scholar
Kneipp, K., Kneipp, H., Manoharan, R., Hanlon, E. B., Itzkan, I., Dasari, R. R., et al., Extremely large enhancement factors in surface-enhanced Raman scattering for molecules on colloidal gold clusters, Appl Spectrosc 52 (1998) 1493–1497. CrossrefGoogle Scholar
Creighton, J. A., Blatchford, C. G., Albrecht, M. G., Plasma resonance enhancement of Raman scattering by pyridine adsorbed on silver or gold sol particles of size comparable to the excitation wavelength, J Chem Soc Farad T 2 75 (1979) 790–798. CrossrefGoogle Scholar
Osorio-Román, I. O., Ortega-Vásquez, V., Vargas, C. V., Aroca, R. F., Surface-enhanced spectra on D-gluconic acid coated silver nanoparticles, Appl Spectrosc 65 (2011) 18–23. Google Scholar
Steinigeweg, D., Schlucker, S., Monodispersity and size control in the synthesis of 20–100 nm quasi-spherical silver nanoparticles by citrate and ascorbic acid reduction in glycerol–water mixtures, Chem Commun 48 (2012) 8682–8684. CrossrefGoogle Scholar
Shirtcliffe, N., Nickel, U., Schneider, S., Reproducible preparation of silver sols with small particle size using borohydride reduction: For use as nuclei for preparation of larger particles, J Colloid Interf Sci 211 (1999) 122–129.CrossrefGoogle Scholar
Tan, Y., Dai, X., Li, Y., Zhu, D., Preparation of gold, platinum, palladium and silver nanoparticles by the reduction of their salts with a weak reductant—potassium bitartrate, Mater Chem 13 (2003) 1069–1075. CrossrefGoogle Scholar
Yang, J., Yin, H., Jia, J., Wei, Y., Facile synthesis of high-concentration, stable aqueous dispersions of uniform silver nanoparticles using aniline as a reductant, Langmuir 27 (2011) 5047–5053. PubMedCrossrefGoogle Scholar
Agnihotri, S., Mukherjiabc, S., Mukherji, S., Size-controlled silver nanoparticles synthesized over the range 5–100 nm using the same protocol and their antibacterial efficacy, RSC Adv 4 (2014) 3974–3983. CrossrefGoogle Scholar
Ahijado-Guzmán, R., Gómez-Puertas, P., Alvarez-Puebla, R. A., Rivas, G., Liz-Marzán, L. M., Surface-enhanced Raman scattering-based detection of the interactions between the essential cell division FtsZ protein and bacterial membrane elements, ACS Nano 6 (2012) 7514–7520. PubMedCrossrefGoogle Scholar
Tsoutsi, D., Montenegro, J, M., Dommershausen, F., Koert, U., Liz-Marzán, L. M., Parak, W. J., et al., Quantitative surface-enhanced Raman scattering ultradetection of atomic inorganic ions: the case of chloride, ACS Nano 5 (2011) 7539–7546. CrossrefPubMedGoogle Scholar
Abalde-Cela, S., Auguié, B., Fischlechner, M., Huck, W. T. S., Alvarez-Puebla R. A., Liz-Marzán, L. M., et al., Microdroplet fabrication of silver-agarose nanocomposite beads for SERS optical accumulation, Soft Matter 7 (2011) 1321–1325. CrossrefGoogle Scholar
Aldeanueva-Potel, P., Faoucher, E., Alvarez-Puebla, R. A., Liz-Marzán, L. M., Brust, M., Recyclable molecular trapping and SERS detection in silver-loaded agarose gels with dynamic hot spots, Anal Chem 81 (2009) 9233–9238. CrossrefPubMedGoogle Scholar
Abalde-Cela, S., Ho, S., Rodríguez-González, B., Correa-Duarte, M. A., Alvarez-Puebla, R. A., Liz-Marzán, L. M, et al., Loading of exponentially grown LBL films with silver nanoparticles and their application to generalized SERS detection, Angew Chem Int Edit 48(2009) 5326–5329. CrossrefGoogle Scholar
Peña, B., Casals, M., Torras, C., Gumí, T., Garcia-Valls, R., Vanillin release from polysulfone macrocapsules, Ind Eng Chem Res 48 (2008) 1562–1565. Google Scholar
Peña, B., Panisello, C., Aresté, G., Garcia-Valls, R., Gumí, T., Preparation and characterization of polysulfone microcapsules for perfume release, Chem Eng J 179 (2012) 394–403. CrossrefGoogle Scholar
Dubey, R., Shami, T. C., Bhasker Rao, K. U., Microencapsulation technology and applications, Defence Sci J 59 (2009) 82–95. Google Scholar
Reinhard, B, M., Sheikholeslami, S., Mastroianna, A., Alivisatos, A. P., Liphardt, J., Use of plasmon coupling to reveal the dynamics of DNA bending and cleavage by single EcoRV restriction enzymes, J Proc Natl Acad Sci USA 104 (2007) 2667–2672. CrossrefGoogle Scholar
Qian, X., Li, J., Nie, S., Stimuli-responsive SERS nanoparticles: Conformational control of plasmonic coupling and surface Raman enhancement, J Am Chem Soc 131 (2009) 7540–7541. PubMedCrossrefGoogle Scholar
Michalet, X., Pinaud, F. F., Bentolila, L. A., Tsay, J. M., Doose, S., Li, J. J., et al., Quantum dots for live cells, in vivo imaging, and diagnostics, Science 307 (2005) 538–544.PubMedCrossrefGoogle Scholar
Yezhelyev, M. V., Gao. X., Xing, Y., Al-Hajj, A., Nie, S., O’Regan, R. M., Emerging use of nanoparticles in diagnosis and treatment of breast cancer, Lancet Oncol 7 (2006) 657–667. PubMedCrossrefGoogle Scholar
Liu, Z., Cai, W., He. L., Nakayama, N., Chen, K., Sun, X., Chen, X., Dai, H., In vivo biodistribution and highly efficient tumour targeting of carbon nanotubes in mice, Nat Nanotechnol 2 (2007) 47–52.PubMedCrossrefGoogle Scholar
Weissleder, R., Kelly, K., Sun, E. Y., Shtatland, T., Josephson, L., Cell-specific targeting of nanoparticles by multivalent attachment of small molecules, Nat Biotechnol 23 (2005) 1418–1423.PubMedCrossrefGoogle Scholar
Hood, J. D., Bednarski, M., Frausto, R., Guccione, S., Reisfeld, R. A., Xiang, R., et al., Tumor regression by targeted gene delivery to the neovasculature, Science 296 (2002) 2404–2407. CrossrefPubMedGoogle Scholar
Root, S. W., Andrews, G. A., Kniseley, R. M., Tyor, M, P., The distribution and radiation effects of intravenously administered colloidal gold-198 in man, Cancer 7 (1954) 856–866. CrossrefGoogle Scholar
Paciotti, G. F., Kingston, D. G. I., Tamarkin, L., Colloidal gold nanoparticles: a novel nanoparticle platform for developing multifunctional tumor-targeted drug delivery vectors, Drug Dev Res 67 (2006) 47–54. CrossrefGoogle Scholar
Paciotti, G. F., Myer, L., Weinreich, D., Goia, D., Pavel, N., McLaughlin, R. E., Tamarkin, L., Colloidal gold: a novel nanoparticle vector for tumor directed drug delivery, Drug Deliv 11 (2004) 169–183.CrossrefPubMedGoogle Scholar
James, W. D., Hirsch, L. R., West, J. L., O’Neal, P. D., Payne, J. D., Application of INAA to the build-up and clearance of gold nanoshells in clinical studies in mice, J Radioanal Nucl Chem 271 (2007) 455–459. CrossrefGoogle Scholar
Connor, E. E., Mwamuka. J., Gole, A., Murphy, C. J., Wyatt, M. D., Gold nanoparticles are taken up by human cells but do not cause acute cytotoxicity, Small 1 (2005) 325–327. CrossrefPubMedGoogle Scholar
Kvítek, O., Siegel, J., Hnatowicz, V., Švorčík, V., Noble metal nanostructures influence of structure and environment on their optical properties, J Nanomater 2013. Article ID 743684, 15 pp. Google Scholar
Qian, X., Peng, X. H., Ansari, D. O., Yin-Goen, Q., Chen, G. Z., Shin, D. M., Yang, L., Young, A. N., Wang, M. D., Nie, S., In vivo tumor targeting and spectroscopic detection with surface-enhanced Raman nanoparticle tags, Nat Biotechnola 26 (2008) 83–90 CrossrefGoogle Scholar
Bertone, J. F., Spencer, K. M., Sylvia, J. M., Fingerprinting CBRNE materials using surface-enhanced Raman scattering, Proc SPIE (2008) 6954:69540J. Google Scholar
Stokes, R. J., McBride, E., Wilson, C. G., Girkin, J. M., Smith, W. E., Graham, D., Surface-enhanced Raman scattering spectroscopy as a sensitive and selective technique for the detection of folic acid in water and human serum, Appl Spectrosc 62 (2008) 371–376. PubMedCrossrefGoogle Scholar
Faulds, K., Smith, W. E., Graham, D., Lacey, R. J., Assessment of silver and gold substrates for the detection of amphetamine sulfate by surface enhanced Raman scattering (SERS), Analyst 127 (2002) 282–286. CrossrefPubMedGoogle Scholar
Lin, M., He, L., Awika, J., Yang, L., Ledoux, D. R., Li, H., et al., Detection of melamine in gluten, chicken feed, and processed foods using surface enhanced Raman spectroscopy and HPLC, J Food Sci 73 (2008) T129–T134. Google Scholar
Alexander, T. A., Le, D. M., Characterization of a commercialized SERS-active substrate and its application to the identification of intact Bacillus endospores, Appl Opt 46 (2007) 3878–3890. CrossrefPubMedGoogle Scholar
Reichert, W. M., Andrade, J. D., Surface Raman spectroscopy, in Andrade, J. D., editor Surface and Interfacial Aspects of Biomedical Polymers, New York Springer US, Plenum Press, New York, 1985, 421–442.Google Scholar
Schrader, B., (editor). Infrared and Raman spectroscopy: methods and applications, VCH Publishers Inc, New York, NY USA, 2008.Google Scholar
Paisley, R. F., Morris, M. D., Surface enhanced Raman spectroscopy of small biological molecules. Prog Anal Atom Spect 11 (1988) 111–140.Google Scholar
Nabiev, I. R., Sokolov, K. V., Manfait, M., in Clark, R. J. H., Hester, R. E., (editors). Advances in Spectroscopy: Biomolecular Spectroscopy, Part A, Vol. 20. Hoboken, John Wiley and Sons, USA, 1993, 267–338. Google Scholar
Shi, C., Zhang, Y., Gu, C., Chen, B., Seballos, L., Olson, T., Zhang, J. Z., Molecular fiber sensors based on surface enhanced Raman scattering (SERS), J Nanosci Nanotechnol 9 (2009) 2234–2246. CrossrefPubMedGoogle Scholar
Chan, H. Y. H., Takoudis, C. G., Weaver, M. J., High-pressure oxidation of ruthenium as probed by surface-enhanced Raman and X-Ray photoelectron spectroscopies, J Catal 172(1997) 336–345. CrossrefGoogle Scholar
Kneipp, J., Kneipp, H., McLaughlin. M., Brown, D., Kneipp, K., In vivo Molecular probing of cellular compartments with gold nanoparticles and nanoaggregates, Nano Letters 6 (2006) 2225–2231. PubMedCrossrefGoogle Scholar
Kneipp, J., Kneipp, H., Rice, W. L., Kneipp, K., Optical probes for biological applications based on surface-enhanced Raman scattering from indocyanine green on gold nanoparticles, Anal Chem 77 (2005) 2381–2385. CrossrefPubMedGoogle Scholar
Wang, Y., Li, D., Li, P., Wang, W., Ren, W., Dong, S., et al., Surface enhanced Raman scattering of brilliant green on ag nanoparticles and applications in living cells as optical probes, J Phys Chem C 111 (2007) 16833–16839.CrossrefGoogle Scholar
Wood, E., Sutton, C., Beezer, A. E., Creighton, J. A., Davis, A. F., Mitchell, J. C., Surface enhanced Raman scattering (SERS) study of membrane transport processes, J Pharmaceutics 154 (1997) 115–118. CrossrefGoogle Scholar
Nabiev, I. R., Morjani, H., Manfait, M., Selective analysis of antitumor drug interaction with living cancer cells as probed by surface-enhanced Raman spectroscopy, Euro Biophys J 19 (1991) 311–316. Google Scholar
Morjani, H., Riou, J. F., Nabiev, I., Lavelle, F., Manfait, M., Molecular and cellular interactions between intoplicine, DNA, and topoisomerase II studied by surface-enhanced Raman scattering spectroscopy, Cancer Res 53 (1993) 4784–4790. PubMedGoogle Scholar
Westerink, B. H., Damsma. G., Rollema, H., de Vries, J. D., Horn, A. S., Scope and limitations of in vivo brain dialysis: A comparison of its application to various neurotransmitter systems, Life Sci 41 (1987) 1763–1766. PubMedCrossrefGoogle Scholar
Picorel, R., Chumanov, G., Torrado, E., Cotton, T. M., Seibert, M., Surface-enhanced resonance Raman scattering spectroscopy of plant photosystem II reaction centers excited on the red-edge of the qy band, J Phys Chem B 102 (1998) 2609–2613. CrossrefGoogle Scholar
Nabiev, I. R., Sokolov, K. V., Voloshin, O. N., Surface-enhanced Raman spectroscopy of biomolecules. Part III.—Determination of the local destabilization regions in the double helix, J Raman Spectrosc 21 (1990) 333–336.CrossrefGoogle Scholar
Kneipp, K., Pohle, W., Fabian, H., Surface enhanced Raman spectroscopy on nucleic acids and related compounds adsorbed on colloidal silver particles, J Mole Struct 244 (1991) 183–192.CrossrefGoogle Scholar
Koglin, E., Sequaris, J. M., Valenta, P., Hydrogen-deuterium exchange in adenosine 5′-monophosphate detected by surface enhanced Raman scattering (SERS), Zeitschrift für Naturforschung 360 (1981) 809–812. Google Scholar
Shafer-Peltier, K. E., Haynes, C. L., Glucksberg, M. R., Van Duyne, R. P., Toward a glucose biosensor based on surface-enhanced Raman scattering, J Am Chem Soc 125 (2003) 588–593. CrossrefGoogle Scholar
Kneipp, J., Surface-enhanced Raman scattering: Physics and applications, Top Appl Phy 103 (2006) 335–349. Google Scholar
Zeiri, L., Bronk, B. V., Shabtai, Y., Eichler, J., Efrima, S., Surface-enhanced Raman spectroscopy as a tool for probing specific biochemical components in bacteria, Appl Spectrosc 58 (2004) 33–40.PubMedCrossrefGoogle Scholar
Premasiri, W. R., Moir, D. T., Klempner, M. S., Krieger, N., Jones, G., Ziegler, L. D., Characterization of the surface enhanced raman scattering (SERS) of bacteria, J Phys Chem B 109 (2005) 312–320.PubMedCrossrefGoogle Scholar
Dijkstra, R. J., Scheenen, W., Dam, N., Roubos, E. W., ter Meulen, J. J., Monitoring neurotransmitter release using surface-enhanced Raman spectroscopy, J Neurosci Methods 159 (2007) 43–50.CrossrefPubMedGoogle Scholar
Kneipp, J., Kneipp, H., Wittig, B., Kneipp, K., One and two photon excited optical pH probing for cells using surface enhanced Raman and hyper Raman nanosensors, Nano Lett 103 (2007) 17149–17153. Google Scholar
Allain, L. R., Vo-Dinh, T., Surface-enhanced Raman scattering detection of the breast cancer susceptibility gene BRCA1 using a silver-coated microarray platform, Anal Chim Acta 469 (2002) 149–154. CrossrefGoogle Scholar
Wang, G., Lipert, R. J., Jain, M., Kaur, S., Chakraboty, S., Torres, M. P., et al., Detection of the potential pancreatic cancer marker MUC4 in serum using surface-enhanced Raman scattering, Anal Chem 83 (2011) 2554–2561. PubMedCrossrefGoogle Scholar
Chon, H., Lee, S., Yoon, S. Y., Chang, S. I., Lim, D. W., Choo, J., Simultaneous immunoassay for the detection of two lung cancer markers using functionalized SERS nanoprobes, Chem Commun 47 (2011) 1251–1257. Google Scholar
Lee, K., Drachev, V. P., Irudayaraj, J., DNA–gold nanoparticle reversible networks grown on cell surface marker sites: application in diagnostics, ACS Nano 5 (2011) 2109–2117. PubMedCrossrefGoogle Scholar
Dou, X., Takama, T., Yamaguchi, Y., Yamamoto, H., Ozaka, Y., Enzyme immunoassay utilizing surface-enhanced Raman scattering of the enzyme reaction product, Anal Chem 69 (1997) 1492–1495. CrossrefGoogle Scholar
Hawi, S. R., Rochanakij, S., Adar, F., Campbell, W. B., Nithipatikom, K., Detection of membrane-bound enzymes in cells using immunoassay and Raman microspectroscopy, Anal Biochem 259 (1998) 212–217. CrossrefPubMedGoogle Scholar
Ni, J., Lipert, R. J., Dawson, G. B., Porter, M. D., Immunoassay readout method using extrinsic Raman labels adsorbed on immunogold colloids, Anal Chem 71 (1999) 4903–4908. CrossrefPubMedGoogle Scholar
Dou, X., Takama, T., Yamaguchi, Y., Hirai, K., Yamamoto, H., Doi, S., Ozaki, Y., Quantitative analysis of double-stranded DNA amplified by a polymerase chain reaction employing surface-enhanced Raman spectroscopy, Appl Opt 37 (1998) 759–763. CrossrefPubMedGoogle Scholar
Nirmal, M., Dabbousi, B, O., Bawendi, M. G., Macklin, J. J., Trautman, J. K., Harris, T. D., Brus, L. E., Fluorescence intermittency in single cadmium selenide nanocrystals, Nature 383 (1996) 802–804. CrossrefGoogle Scholar
Schulze, H. G., Blades, M. W., Bree, A. V., Gorzalka, B. G., Greek, L. S., Turner, R. B., Characteristics of backpropagation neural networks employed in the identification of neurotransmitter Raman spectra, Appl Spectrosc 48 (1994) 50–57. CrossrefGoogle Scholar
Lee, N. S., Hsieh, Y. Z., Paisley, R. F., Morris, M. D., Surface-enhanced Raman spectroscopy of the catecholamine neurotransmitters and related compounds, Anal Chem 60 (1988) 442–446. CrossrefPubMedGoogle Scholar
Kneipp, K., Wang, Y., Dasari, R. R., Feld, M. S., Near-infrared surface-enhanced Raman-scattering (Nir-Sers) of neurotransmitters in colloidal silver solutions, Spectrochim Acta A 51 (1995) 481–487.CrossrefGoogle Scholar
Sockalingum, G. D., Lamfarraj, H., Beljebbar, A., Pina, P., Delavenne, M., Witthun, F., et al., Vibrational spectroscopy as a probe to rapidly detect, identify, and characterize micro-organisms, Proc SPIE 3608 (1999) 185–194. CrossrefGoogle Scholar
Schwartzberg, A. M., Oshiro, T. Y., Zhang, J. Z., Huser, T., Talley, C. E., Improving nanoprobes using surface-enhanced Raman scattering from 30-nm hollow gold particles, Anal Chem 78 (2006) 4732–4736. PubMedCrossrefGoogle Scholar
McHugh, C. J., Keir, R., Graham, D., Smith, W. E., Selective functionalisation of TNT for sensitive detection by SERRS, Chem Commun 6 (2002) 580–581. Google Scholar