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Dec 18, 2017 - 32 # 29-31, Bucaramanga CP680002, Colombia. •S Supporting Information. ABSTRACT: Among all novel challenges nowadays worldwide,...
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High antifungal activity against Candida species of monometallic and bimetallic nanoparticles synthesized in nanoreactors Jorge Andres Gutierrez, Silvia J. Caballero, Laura A. Diaz, M. Alejandra Guerrero, Jennifer Ruiz, and Claudia C. Ortiz ACS Biomater. Sci. Eng., Just Accepted Manuscript • DOI: 10.1021/acsbiomaterials.7b00511 • Publication Date (Web): 18 Dec 2017 Downloaded from http://pubs.acs.org on December 27, 2017

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High antifungal activity against Candida species of monometallic and bimetallic nanoparticles synthesized in nanoreactors

Jorge A. Gutiérreza*, Silvia Caballeroa, Laura A. Díaza, M. Alejandra Guerreroa, Jennifer Ruizb, Claudia C. Ortizb*

a

School of Chemistry, Universidad Industrial de Santander, Cra 27 # 9 (CP680002)

Bucaramanga, Colombia. b

School of Microbiology, Universidad Industrial de Santander, Cra. 32 # 29-31 (CP680002)

Bucaramanga, Colombia.

*

Corresponding authors: [email protected] / [email protected]

Abstract Among all novel challenges nowadays worldwide, the infectious diseases is probably one of the most important. It is well known that commonly treatments used include high doses of antibiotics, being very invasive therapies for patients. These treatments are more intensive when the infection is related with multi-drug resistant microorganisms. In this sense, in this work we report the use of reverse micelles to form less than 5 nm gold, silver and gold-silver nanoparticles (NPs) with biological activity against five opportunistic Candida strains responsible of several diseases in human beings. As results, we evaluate the interface properties and droplet-droplet interactions of micelles founding high fluidity in polar head of surfactant, necessary to form a flexible interaction

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channel in the “dimmer” micelle-micelle. In this condition, we form monodispersed, high reactive NPs with sizes less than 5 nm with high antifungal activity against C. parapsilosis, C. Krusei, C. glabrata, C. guillermondii, and C. albicans, with Minimum Inhibitory Concentrations (MIC50) less than 0.7 ppm in all cases, the lowest reported under our knowledge. These are very promising results to develop alternative therapies to treat fungal diseases on humans, animals, plants or to coat conventional surfaces on surgery rooms.

Keywords Nanoparticles; reverse micelles; gold, silver, platinum; Candidas, minimum inhibitory concentration.

Introduction It is well known the high interest in the physical properties of nano-sized materials. Among all species studied in nanoscience, metallic NPs have proved to be widely versatile and useful, they can be used in communications, catalysis, magneto-optics and optoelectronic devices,1-3 applications modulable by size and morphology.2,4,5 Among all metals used in nanotechnology, gold and silver are the most explored. Gold nanoparticles (AuNPs) can be functionalized with a wide variety of compounds such as antibodies, polymers, molecular probes, drugs, peptides, etc.6-12 AuNPs are used as no cytotoxic and no immunogenic materials in “smart” systems of drug release by internal or external stimuli,1316

being excellent alternatives for nanobiotechnology and nanomedicine.2,17-20 On the other

hand, it is well known the antimicrobial activity of silver nanoparticles (AgNPs) and some ionic compounds, applied in the last years in coatings, unguents for topical use on burns, water sanitization, etc.21-26 However, there are few studies with bimetallic nanoparticles

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applied in medicine; in this sense, it is very interesting take advantages of both metals and to form bimetallic species.27,28 But for any application, there are two key factors, size and polydispersity. In nanomedicine the small NPs can enhance cells communication,29 and this is very important to develop new functional materials such as biofilms, thermo-sensitive gels or food packaging,24,30-32 in all cases using new or “unusual” methodologies such as sono-chemical irradiation,26 green synthesis using leaves exacts

33

and bio-reduction with

Fungus.34 Thus, the applications of large NPs have been limited because they are less stable than smaller, mainly due to electrostatic repulsion and steric effects on surface by ligands and linker molecules.35,36 Thus, when surface area/volume ratio is high the NPs remain stable in the presence of few repulsive molecules linked on the surface.37 However, the use of reverse micelles (RMs) stand up as an interesting method to form and ensure small metal nanocomposites.38,39 RMs are supramolecular assemblies formed when surfactants molecules are dissolved in nonpolar organic solvents, their polar area is located in the core while their hydrocarbon tails extend into the nonpolar media.40 One of the most important properties of RMs is the ability to dissolve polar solvents such as metal precursors, acting these systems as nanoreactors (less than 10 nm).38,41-43 On the other hand, it is well know that fungal infections is a challenge in medicine nowadays, making necessary the development of new therapeutic treatments,44,45 this is because the abuse of antibiotics agents has induced resistance of several microorganisms.46 Among all fungal infections, Candida species stand up by its frequency and high impact on human health.46,47 Candidemia is a bloodstream infection with 50-60% of all nosocomial Candida infections in the world, being reported high rates of mortality.48,49

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Herein, we report the importance of small monometallic and bimetallic NPs in order to develop a biomedical application. We show physicochemical characterization and excellent fungal activities against five pathogenic Candida species.

Experimental Materials Hexane HPLC grade were purchased from Sigma and were used without further purification. Sodium 1,4-bis-2-ethylhexylsulfosuccinate (AOT) (Sigma >99% purity) was used as received, to minimize water absorption, it was kept under vacuum with P2O5. Ultrapure water was obtained from Labconco equipment model 90901-1. Tetrachloroauric acid (HAuCl4, Sigma-Aldrich) and Silver nitrate (AgNO3, Merck Millipore) as metal precursor, and hydrazine (N2H4, Sigma- Aldrich) as reducing agent. The reagents for gold, silver and gold-silver NPs synthesis were used as received. Candida albicans strains were clinically isolated and were kept under ideal conditions in our lab until analysis.

Methods Reverse micelles as nanoreactors The AOT RMs in hexane were formed by mass and volumetric dilution until obtain optically clear solution. The amount of solute dissolved in water into RMs is expressed through Ws as follow: Ws = [solute in water]/[AOT]. All experimental points were measured three times with different samples. In all the cases, the experimental temperature was kept at 25 °C ± 0.2 °C.

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The synthesis of monometallic50 and bimetallic NPs in RMs is described in supporting information section. This methodology is based in Brownian motion of RMs and in micelle-micelle interactions.

Antifungal activity of NPs The antifungal activity of AuNPs, AgNPs and AuAgNPs against C. parapsilosis ATCC 22019, C. krusei A2, C. glabrata A2, C. guilermondii A2, and C. albicans ATCC 10231 were tested according to Clinical and Laboratory Standards Institute guidelines,51 and the minimal inhibitory concentrations (MICs) of the NPs were determined using a broth microdilution method by triplicate. Details about methodology performed can be seen in supporting information section.

Instrumentation UV/vis spectra were recorded using a spectrophotometer Shimadzu UV-1800. Photon Technology International QM-40 fluorometer dotted with a xenon lamp was used for fluorescent emission measurements. FTIR spectra were obtained using a Bruker Tensor 27 spectrometer, the absorption spectra were obtained by co-adding 100 measures with 0.5 cm-1 of resolution, using pure hexane as blank and Platinum ATR support. All DLS experiments were carried out at fixed AOT concentration of 0.1 M. We introduce an apparent hydrodynamic diameter (dapp) in order compare all our systems.43 The dapp of NPs were determined by dynamic light scattering (DLS) Malvern ZetaSizer NanoZS90 with a He-Ne laser of 633 nm. Thirty independent size measurements were made for each individual sample at scattering angle of 90°; the polydispersity index was always below 0.2.

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The TEM micrographs were obtained in a Transmission Electron Microscopy (TEM) FEI TECNAI G2 STWIN at 20–200 kV with a camera Gatan ES100W and software Gatan Digital Micrograph. For TEM studies, the samples were placed into a formvarcovered copper grid.

Results and Discussion Physicochemical properties of AuNPs, AgNPs and AuAgNPs in hexane/AOT/water at Ws= 7 Nanomaterials based on metal NPs are very attractive on several fields for more than three decades.52 However, the synthesis method is a key factor on final reactivity and applicability of products.5,53 It is well known that AOTRMs in aliphatic hydrocarbons such as hexane or heptane have effective micelle-micelle interactions,43,50 these studies let us to know the ideal conditions to synthesize metal NPs inside RMs, but the internal phenomena in the polar core are still poorly investigated. The first experience performed was to evaluate the maximum amount of precursors (WsMax) that hexane/AOT RMs can dissolve, funding that with gold and silver precursors the WsMax exceeds 25, enough quantity to form a concentrated NP solution.

Table 1. dapp values obtained in hexane/AOT RMs at different Ws. [AOT] = 0.1 M.

dapp (nm) Ws HAuCl4 AgNO3

HAuCl4- AgNO3

5

3.3

3.1

3.3

10

4.1

3.9

4.2

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15

4.9

4.4

4.8

20

6.1

5

6.2

25

6.7

6.1

6.5

Table 1 clearly shows that size of RMs increases (proportional) with Ws. It is very important since linear tendency suggest discrete spherical shape of aggregates until Ws= 25. According to recent reports, this is possible in aliphatic hydrocarbons such as hexane or heptane.43,54 Based in our results and tacking into account that it is necessary small but fluid nanoreactors, we chose Ws= 7 to form NPs. Thus, in order to understand the surface nature, the optical properties of monometallic and bimetallic NPs were determined analyzing the form, intensity and absorption wavelength of Surface Plasmon Resonance (SPR), also the possible molecular interactions between metal surface and surfactants by FTIR of polar head of AOT.

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Figure 1: Optical properties of AuNPs, AgNPs and AuAgNPs in hexane/AOT/water at Ws= 7. A) Absorption spectra. Empty RMs was used as blank. B) Infrared absorption of asymmetric S=O stretching.

The Figure 1A show absorption spectra of three metal NPs, the SPR spectrum of AuNPs have an absorption maximum λabsmax= 518 nm, typical energy of less than 15 nm NPs in this type of systems.55,56 At high energy (from 450 to 300 nm) the spectra has no significant changes in absorbance, corresponding to no contributions of medium and atomic gold clusters. AgNPs have the λabsmax= 405 nm with high intense and gaussian band; similarly to gold, at high energy was no found changes in the spectrum, corresponding only to monodispersed colloidal AgNPs. Finally, bimetallic NPs were obtained with an SPR band at 490 nm. It is interesting to note some facts in bimetallic NPs, AgNPs SPR is more intense than AuNPs, but the intensity and absorption wavelength of AuAgNPs are more similar to gold than silver, also the band is more gaussian. This could be product of more gold atoms on NP surface because of plasmon resonance is a phenomenon of free electrons in a collective oscillation of materials,57 it is not necessary a silver core with a gold shell, or

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silver nucleus doped with gold atoms, could be a unorganized mixture of metals, but mainly gold. On the other hand, at high energy (around 300 nm) small changes of absorbance were observed, and these changes increases with time. This could be product of atomic clusters released from the surface, this is very interesting due to atomic clusters have properties between NPs and molecules. The IR stretching spectra of different NPs in AOT RMs suggest interactions of all metal surface with polar head of surfactant, however, it is clear to note that silver interactions with sulfonate group of AOT are stronger than gold, given by a notorious changes in form and frequency of spectra in the 1350-1100 cm-1 region, suggesting strong interaction between SO3- and metal atoms, displacing the Na+ counter-ion given by a loss of splitting located from 1216 to 1241cm-1.58 According with Uv-vis behavior, this could be product of less reduction potential of silver in comparison with gold. Thus, in this macromolecular system the optical spectra suggest the formation of mixed nanoparticle, with silver and gold atoms on surface, this has implications in microbial activity and others applications due to the union of reactivity of two different noble metals. Others sites of AOT molecule such as carbonyl and symmetric sulfonate were evaluated, but minor changes were found (see supporting information), suggesting that molecular interactions are mainly by the sulfonate group. The size of monometallic and bimetallic NPs was determined in solution by DLS with a polydispersity index below to 0.2 in all cases, giving similar values in both techniques: AuNPs 4 nm, AgNPs 3 nm, and AuAgNPs 5 nm. It is clear to note that these values are an average, because between TEM and DLS the sizes may vary. More TEM micrographs are showed in supporting information section.

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Figure 2: DLS histogram and TEM micrographs of colloidal NPs, A) AuNPs, B) AgNPs and C) AuAgNPs. Nanoreactor hexane/AOT Ws= 7.

As can be seen, the NPs obtained are spherical, monodispersed and have sizes less than 10 nm. This is considered a monodispersed system due to the small difference in sizes (2-3 nm) of all colloidal solutions, something very difficult to obtain with other synthesis methodologies. The use of RMs allow us the control of this kind of issues, due to a fast reduction process in confined environments. But it is clear to note that depending of surfactant and organic phase used, the NPs could be tunable in form and size. Once

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obtained the NPs, the organic media can be changed by aqueous by solvent evaporation, followed by washings with 50:50 of ethanol:water, and centrifugation at 9000 rpm at 4°C. According with spectroscopy, microscopic and DLS results, these could be very good solutions for our antifungal applications, this is mainly due to a scale factor, and this resides in more and effective interactions over the microorganisms, avoiding phagocytes and other biological species that can affect the action of NPs in specific sites.

Antibacterial activity of AuNPs, AgNPs and AuAgNPs against Candida parapsilosis, C. Krusei, C. glabrata, C. guillermondii, and C. albicans The fungicidal activity was performed through MIC evaluating the growth kinetics at 490 nm during 48 hours. All results of fungal growth kinetics in presence of several concentrations of monometallic and bimetallic NPs as well the MIC90 are shown in supporting information. In this document only are showed the graphics corresponding to C. glabrata, and the MIC50 values in Table 2 Initially, the fungicidal activity of AOT residues were tested in all Candida species in order to discard surfactant effects on growth inhibition (Figure 3).

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Figure 3: Growth kinetics of C. glabrata in presence and absence of AOT surfactant. The other four kinetics are showed in supporting information section.

As can be seen, AOT molecules have no effect on normal growth of C. glabrata, suggesting that any possible inhibition in NPs solutions will be product of metals. In all others strains of fugal cultures: C. parapsilosis, C. krusei, C. guillermondii, and C. albicans, the growth kinetics were similar, and AOT have no effect at all. When NPs solution were evaluated at different concentrations, there was a strong change in the normal Candida behavior (Figure 4).

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Figure 4: Growth kinetics of C. glabrata A2 in the presence of A) AuNPs, B) AgNPs, and C) AuAgNPs synthesized into reverse micelles.

The Figure 4 shows growth inhibition at the first NPs concentration (0.33 ppm), then a slight increase in the optical density after 25 hours, also as the NPs concentration increases, the colonies growth decreases, where at between 1 and 0.5 ppm all Candida species are practically inhibited, suggesting cell death in stationary state. In all Candida spp, several NPs concentrations were tested, but the inhibition was achieved at the lowest concentration, suggesting high impact and reactivity of these NPs in comparison with similar studies.59,60 If we look all strains with each NP system, it is possible to determine the importance of the first stage of inhibition (Figure 5).

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Figure 5: Growth inhibition percent of Candida spp by several concentrations of metal NPs. A) AuNPs, B) AgNPs, and C) AuAgNPs.

As was mentioned before, the slopes of inhibition versus NPs concentrations are higher in the first stage, under 0.5 ppm for Ag and AuAgNPs, and between 0.5 and 1.0 ppm for AuNPs (Figure 5). Although AgNPs are known as the best antimicrobials agents in this kind of studies, it is important to emphasize that also AuNPs and AuAgNPs have excellent activity. In this sense, it is clear as the new properties emerge when we mix two noble metals, inhibiting growth at very low concentration (Table 2). Table 2: MIC50 of metal NPs against Candida species. AuNPs

AgNPs

AuAgNPs

Candida Strains ppm C. parapsilosis ATCC 22019

0.033

0.125

0.25

C. krusei A2

0.33

0.062

0.125

C. glabrata A2

0.62

0.125

0.062

C. guillermondii A2

0.62

0.062

0.03

C. albicans ATCC 10231

0.25

0.03

0.03

The MIC50 values for all NPs systems were below 0.7 ppm, suggesting significant antifungal activity. If we compare all results, the C. albicans ATCC 10231 and C. guillermondii A2 were the species more inhibited with MIC50 of 0.033 ppm of AuAgNPs and 0.03 and 0.062 ppm respectively of AgNPs. In the most cases the best inhibition effect was caused by bimetallic NPs, something unusual, but this could be product of some factors. All fungi species have cell membrane and cell wall, the membrane is composed by

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phospholipids, and the wall contain mannoproteins, β-glucan-chitin, β-glucan and mannoprotein again. Thus, the NPs need to interact with all of these macromolecules before reach the phospholipids, the integral proteins, peripheral proteins and ionic channels. According to this, it is well known that silver is an excellent antimicrobial agent,21 gold is an excellent material to link molecules and functional groups,7 so, if we mix these atoms at NP surface, it is possible to take advantage of gold surface as “tool” reacting with biomolecules near and through the cell wall, and then use the silver to generate damage. Bimetallic NPs could allow double effect, fungistatic and fungicidal. The fungistatic effect is a result of inhibition of β-glucan synthase, and consequently of cell wall.61 While the fungicidal effect, is caused by changes in the wall integrity, losing its mechanic resistance, leading to cell destruction by osmotic pressure variations.62 We think that all of these effects on the fungi could be increased by gold atoms and its high reactivity with several functional groups of biomolecules. One important fact in the development of new antimicrobial agent is the concentration necessary to cause damage over the microorganism, due to must be low enough to have no side effects. Our results show different MIC50, but all data under 1 ppm. As it is well known, the NPs toxicity is size dependent, in AgNPs smaller than 20 nm the % of cell viability partially decreases, e.g. in A549 for lung, and SK-Mel28 and A375 for Skin, the viability decreases 50% at concentrations > 25 ppm. In the case of NPs of 5 nm, the concentration to decrease the 50% of cell viability in these cell lines is 12.5 ppm.63 Thus, in our case, where the activity was found under 1ppm, the cytotoxicity is not an issue. Among all species tested in this work, C. Krusei and C. albicans are the main responsible of fungal disease in humans. In this sense and taking into account our results,

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there are very promising possibilities to develop new antifungal treatments to affront several public health issues.

Conclusions We have shown the importance of reverse micelle as nanoreactors in the formation of metal NPs. According with our recent reports, we chose reverse microemulsions with effective micelle-micelle interaction to synthesize < 5 nm NPs. The colloidal solutions obtained were stables on time, making possible to evaporate the organic media, keep up NPs for several weeks, and re-suspends again for specific applications. Our experimental results show monometallic and bimetallic NPs stabilized by surfactant molecules with excellent antifungal activity against five Candida species. The smallest MIC50 values were found in C. parapsilosis ATCC 22019, C. guillermondii A2 and C. albicans ATCC 10231. It is interesting that several species of Candida were inhibited first by bimetallic NPs, standing out the importance of mix metals at nanoscale, where the properties of different materials converge and novel phenomena arise. These results open new approaches to develop alternative therapies such as ointments, fabrics or bandages to treat infections caused by fungi.

Supporting Information Supporting information file contain FTIR spectra of other sections of AOT with Au, Ag and AuAgNPs, more TEM micrographs. Also, contain MIC90 of Au, Ag and AuAgNPs in the five Candidas and all fungal growth kinetics in presence and absence of metal NPs.

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Acknowledgments We gratefully acknowledge the financial support for this work at “Estancias Postdoctorales” program of Universidad Industrial de Santander (UIS) and Departamento Administrativo de Ciencia, Tecnología e Innovación (Colciencias).

References

(1) Piella, J., Bastús, N. G., Puntes, V. (2016) Size-Controlled Synthesis of Sub-10nanometer Citrate-Stabilized Gold Nanoparticles and Related Optical Properties. Chem. Mater. 28, 1066-1075. DOI: 10.1021/acs.chemmater.5b04406. (2) Yohan, D., Chithrani, B. D. (2014) Applications of Nanoparticles in Nanomedicine. J. Biomed. Nanotechnol., 10, 2371-2392. DOI: https://doi.org/10.1166/jbn.2014.2015. (3) González, A. L., Reyes-Esqueda, J. A., Noguez, C. (2008) Optical Properties of Elongated Noble Metal Nanoparticles. J. Phys. Chem. C., 112, 7356-7362. DOI: 10.1021/jp800432q. (4) Carbó-Argibay, E., Rodríguez-González, B., Pastoriza-Santos, I., Pérez-Juste, J., LizMarzán, L. M. (2010) Growth of pentatwinned gold nanorods into truncated decahedra. Nanoscale, 2, 2377-2383. DOI: 10.1039/c0nr00239a. (5) Peng, Z. M., Yang, H. (2009) Designer platinum nanoparticles: Control of shape, composition in alloy, nanostructure and electrocatalytic property. Nano Today, 4, 143-164. DOI: https://doi.org/10.1016/j.nantod.2008.10.010. (6) Bhattacharya, R., Mukherjee P. (2008) Biological properties of "naked" metal nanoparticles. Adv. Drug Delivey Rev., 60, 1289-1306. DOI: 10.1016/j.addr.2008.03.013. (7) Chen, P. C., Mwakwari, S. C., Oyelere, A. K. (2008) Gold nanoparticles: From nanomedicine

to

nanosensing.

Nanotechnol

Sci.

Appl.,

1,

45-66.

DOI:

https://doi.org/10.2147/NSA.S3707. (8) Jain, P. K., Huang, X., El-Sayed, I. H., El-Sayed, M. A. (2008) Noble Metals on the Nanoscale: Optical and Photothermal Properties and Some Applications in Imaging, Sensing,

Biology,

and

Medicine.

Acc.

Chem.

Res.

10.1021/ar7002804.

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41,

1578-1586.

DOI:

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(9) Trouiller, A. J., Hebie, S., El Bahhaj, F., Napporn, T. W., Bertrand, P. (2015) Chemistry for oncotheranostic gold nanoparticles.

Eur. J. Med. Chem. 99, 92-112. DOI:

http://dx.doi.org/10.1016/j.ejmech.2015.05.024. (10) Ferro-Flores, G., Ocampo-Garcia, B. E., Santos-Cuevas, C. L., de Maria Ramirez, F., Azorin-Vega, E. P., Melendez-Alafort, L. (2015) Theranostic radiopharmaceuticals based on gold nanoparticles labeled with 177Lu and conjugated to peptides. Curr. Radiopharm., 8, 150-159. DOI: 10.2174/1874471008666150313115423. (11) Chattopadhyay, N., Fonge, H., Cai, Z., Scollard, D., Lechtman, E., Done, S. J., Pignol J. P., Reilly R. M. (2012) Role of antibody-mediated tumor targeting and route of administration in nanoparticle tumor accumulation in vivo. Mol. Pharmaceutics, 9, 21682179. DOI: 10.1021/mp300016p. (12) Melancon, M. P., Zhou, M., Zhang, R., Xiong, C., Allen, P., Wen, X., Huang, Q., Wallace, M., Myers, J. N., Stafford, R. J., Liang, D., A. D. Ellington, A. D., Li. C. (2014) Selective uptake and imaging of aptamer- and antibody-conjugated hollow nanospheres targeted to epidermal growth factor receptors overexpressed in head and neck cancer. ACS Nano, 8, 4530-4538. DOI: 10.1021/nn406632u. (13) Gunnarsdottir, S., Rucki, M., Elfarr, A. A. (2002) Novel glutathione-dependent thiopurine prodrugs: evidence for enhanced cytotoxicity in tumor cells and for decreased bone marrow toxicity in mice. J. Pharmacol. Exp. Ther. 301, 77-86. DOI: https://doi.org/10.1124/jpet.301.1.77. (14) Hong, R., Han, G., Fernández, J. M., Kim, B. J., Forbes, N. S., Rotello, V. M. (2006). Glutathione-mediated delivery and release using monolayer protected nanoparticle carriers. J. Am. Chem. Soc., 128, 1078-1079. DOI: 10.1021/ja056726i. (15) Han, G., Martín, C. T., Rotello, V. M. (2006) Stability of gold nanoparticle-bound DNA toward biological, physical, and chemical agents. Chem. Biol. Drug Des. 67, 78-82. DOI: 10.1111/j.1747-0285.2005.00324.x. (16) Han, G., You, C. C., Kim, B. J., Turingan, R. S., Forbes, N. S., Martin, C. T., Rotello, V. M. (2006) Light-regulated release of DNA and its delivery to nuclei by means of photolabile gold nanoparticles. Angew. Chem. Int. Ed., 45, 3165-3169. DOI: 10.1002/anie.200600214.

ACS Paragon Plus Environment

Page 20 of 25

Page 21 of 25 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

ACS Biomaterials Science & Engineering

(17) Giljohann, D. A., Seferos, D. S., Daniel, W. L., Massich, M. D., Patel P. C., Mirkin, C. A. (2010) Gold nanoparticles for biology and medicine. Angew. Chem. Int. Ed. 49, 32803294. DOI: 10.1002/anie.200904359. (18) Connor, E. E., Mwamuka, J., Gole, A., Murphy, C. J., Wyatt, M. D. (2005) Gold nanoparticles are taken up by human cells but do not cause acute cytotoxicity. Small, 1, 325-327. DOI: 10.1002/smll.200400093. (19) Shukla, R., Bansal, V., Chaudhary, M., Basu, A., Bhonde, R. R., Sastry, M. (2005) Biocompatibility of gold nanoparticles and their endocytotic fate inside the cellular compartment:

a

microscopic

overview.

Langmuir,

21,

10644-10654.

DOI:

10.1021/la0513712. (20) Yook, S., Lu, Y., Jeong, J. J., Cai, Z., Tong, L., Alwarda, R., Pignol, J-P, Winnik, M. A., Reilly, R. M. (2016) Stability and Biodistribution of Thiol-Functionalized and (177)LuLabeled Metal Chelating Polymers Bound to Gold Nanoparticles. Biomacromolecules. 17, 1292-1302. DOI: 10.1021/acs.biomac.5b01642. (21) Chen, X., Schluesener, H. J. (2008) Nanosilver: a nanoproduct in medical application. Toxicol. Lett. 176, 1-12. DOI: 10.1016/j.toxlet.2007.10.004. (22) Shan, B., Cai, Y. Z., Brooks J. D., Corke, H. (2008) Antibacterial properties of Polygonum cuspidatum roots and their major bioactive constituents. Food Chem. 109, 530537. DOI: https://doi.org/10.1016/j.foodchem.2007.12.064. (23) Li, Y., Leung, P., Yao, L., Song Q. W., Newton, E. (2006) Antimicrobial effect of surgical masks coated with nanoparticles. J. Hosp. Infect. 62, 58-63. DOI: 10.1016/j.jhin.2005.04.015. (24) Vivekanandhan, S., Christensen, L., Misra M., Mohanty, A. K. (2012) Green Process for Impregnation of Silver Nanoparticles into Microcrystalline Cellulose and Their Antimicrobial Bionanocomposite Films. J. Biomater. Nanobiotechnol. 3, 371-376. DOI: 10.4236/jbnb.2012.33035. (25) Jeong, S. H., Hwang, Y. H., Yi, S. C. (2005) Antibacterial properties of padded PP/PE nonwovens incorporating nano-sized silver colloids. J. Mater. Sci. 40, 5413-5418. DOI: 10.1007/s10853-005-4340-2. (26) Perelshtein, I., Applerot, G., Perkas, N., Guibert, G., Mikhailov, S., Gedanken, A. (2008) Sonochemical coating of silver nanoparticles on textile fabrics (nylon, polyester and

ACS Paragon Plus Environment

ACS Biomaterials Science & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

Page 22 of 25

cotton) and their antibacterial activity. Nanotechnology. 19, 245705-245711. DOI: 10.1088/0957-4484/19/24/245705. (27) Gheorghe, D. E., Cui, L., Karmonik, C., Brazdeikis, A., Penaloza, J. M., Young, J. K., Drezek, R. A., Bikram, M. (2011) Gold-silver alloy nanoshells: a new candidate for nanotherapeutics and diagnostics. Nanoscale Res. Letters. 6, 554-566. DOI: 10.1186/1556276X-6-554. (28) Karn-Orachai, K., Sakamoto, K., Laocharoensuk, R., Bamrungsap, S., Songsivilai, S., Dharakul, T., Miki, K. (2017) SERS-based immunoassay on 2D-arrays of Au@Ag core– shell nanoparticles: influence of the sizes of the SERS probe and sandwich immunocomplex

on

the

sensitivity.

RSC

Adv.

7,

14099-14106.

DOI:

10.1039/C7RA00154A. (29) Mody, V. V., Nounou M. I., Bikram, M. (2009) Novel nanomedicine-based MRI contrast agents for gynecological malignancies. Adv. Drug Deliv. Rev. 61, 795-807. DOI: 10.1016/j.addr.2009.04.020. (30) Chen, M., Yang, Z., Wu, H., Pan, X., Xie, X., Wu, C. (2011) Antimicrobial activity and the mechanism of silver nanoparticle thermosensitive gel Int. J. Nanomed. 6, 28732877. DOI: 10.2147/IJN.S23945. (31) Bozanić, D. K., Branković, S. D., Bibić, N., Luyt A. S., Djoković, V. (2011) Silver Nanoparticles Encapsulated in Glycogen Biopolymer: Morphology, Optical and Antimicrobial

Properties

Carbohydr.

Polym.

83,

883-890.

DOI:

10.1016/j.carbpol.2010.08.070. (32) Akbari, Z., Ghomashchi T., Moghadam, S. (2007) Improvement in food packaging industry with bio-based nanocomposites. Int. J. Food Eng. 3, 1-24. DOI: 10.2202/15563758.1120. (33) Ravindra, S., Mohan, Y. M., Reddy, N. N., Raju, K. M. (2010) Fabrication of antibacterial cotton fibres loaded with silver nanoparticles via “Green Approach”. Colloids Surf. A. 367, 31-40. DOI: 10.1016/j.colsurfa.2010.06.013. (34) El-Rafie, M. H., Mohamed, A. A., Shaheen, T. I., Hebeish, A. (2010) Antimicrobial effect of silver nanoparticles produced by fungal process on cotton fabrics. Carbohydr. Polym. 80, 779-782. DOI:10.1016/j.carbpol.2009.12.028.

ACS Paragon Plus Environment

Page 23 of 25 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

ACS Biomaterials Science & Engineering

(35) Shin, J., Zhang X., Liu, J. (2012) DNA-Functionalized Gold Nanoparticles in Macromolecularly Crowded Polymer Solutions. J. Phys. Chem. B. 116, 13396-13402. DOI: 10.1021/jp310662m. (36) Zhang, X., Servos, M. R., Liu, J. (2012) Instantaneous and quantitative functionalization of gold nanoparticles with thiolated DNA using a pH-assisted and surfactant-free route. J. Am. Chem. Soc. 134, 7266−7269. DOI: 10.1021/ja3014055. (37) Heo, J. H., Kim, K. I., Cho, H. H., Lee, J. W., Lee, B. S., Yoon, S. Y., Park, K. J., Lee, S., Kim, J., Whang D., Lee, J. H. (2015) Ultrastable-Stealth Large Gold Nanoparticles with DNA

Directed

Biological

Functionality.

Langmuir.

31,

13773-13782.

DOI:

10.1021/acs.langmuir.5b03534. (38) Lopez-Quintela, M. A. (2003) Synthesis of nanomaterials in microemulsions: formation mechanisms and growth control Curr.Opin. Colloid Interface Sci. 8, 137-144. DOI : 10.1016/S1359-0294(03)00019-0. (39) Pileni, M. P. (2007) Control of the Size and Shape of Inorganic Nanocrystals at Various Scales from Nano to Macrodomains. J. Phys. Chem. C. 111, 9019-9038. DOI: 10.1021/jp070646e. (40) Correa, N. M., Silber, J. J., Riter, R. E., Levinger, N. E. (2012) Nonaqueous Polar Solvents

in

Reverse

Micelle

Systems.

Chem.

Rev.

12,

4569-4602.

DOI:

10.1021/cr200254q. (41) Gutierrez, J. A., Cruz, J., Rondón, P., Jones N., Ortiz, C. (2016) Small gold nanocomposites obtained in reverse micelles as nanoreactors. Effect of surfactant, optical properties and activity against Pseudomonas aeruginosa. New J. Chem. 40, 10432-10439. DOI: 10.1039/c6nj02259f. (42) Lopez-Quintela, M. A., Tojo, C., Blanco, M. C., García Rio, L., Leis, J. R. (2004) Microemulsion dynamics and reactions in microemulsions. Curr. Opin. Colloid Interface Sci., 9, 264-278. DOI: 10.1016/j.cocis.2004.05.029. (43) Gutierrez, J. A., Falcone, R. D., Lopez-Quintela, M. A., Buceta, D., Silber, J. J., Correa, N. M. On the Investigation of the Droplet–Droplet Interactions of Sodium 1,4Bis(2-ethylhexyl) Sulfosuccinate Reverse Micelles upon Changing the External Solvent Composition and Their Impact on Gold Nanoparticle Synthesis. (2014) Eur. J. Inorg. Chem. 12, 2095-2102. DOI: 10.1002/ejic.201301612.

ACS Paragon Plus Environment

ACS Biomaterials Science & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

(44) Szweda, P., Gucwa, K., Kurzyk, E., Romanowska, E., Dzierżanowska-Fangrat, K., Jurek, A. Z., Kuś P. M., Milewski, S. (2015) Essential Oils, Silver Nanoparticles and Propolis as Alternative Agents Against Fluconazole Resistant Candida albicans, Candida glabrata and Candida krusei Clinical Isolates. Indian J. Microbiol. 55, 175-183. (45) Kanhed, P., Birla, S., Gaikwad, S., Gade, A., Seabra, A. B., Rubilar, O., Duran N., Rai, M. (2014) In vitro antifungal efficacy of copper nanoparticles against selected crop pathogenic fungi. Mater. Lett. 115, 13-17. DOI: 10.1016/j.matlet.2013.10.011. (46) Samrata, K., Nikhila, N. S., Namasivamyamb, S. K. R., Sharatha, R., Chandraprabhaa, M. N., Harishc, B. G., Mukthaa, H., Kashyapd, R. G. (2016) Evaluation of improved antifungal activity of fluconazole – silver nanoconjugate against pathogenic fungi. Materials Today: Proceedings. 3, 1958-1967. DOI: 10.1016/j.matpr.2016.04.097. (47) Pfaller M. A., Diekema, D. J. (2010) Epidemiology of invasive mycoses in North America. Crit. Rev. Microbiol. 36, 1-53. DOI: 10.3109/10408410903241444. (48) Agarwal, J., Bansal S., Malik, G. K., Jain, A. (2004) Trends in neonatal septicemia: emergence of non-albicans Candida. Indian Pediatrics, 41, 712-715. (49) Papon, N., Courdavault, V., Clastre, M., Bennett, R. J. (2013) Emerging and emerged pathogenic Candida species: beyond the Candida albicans paradigm. PLoS Pathog. 9, e1003550- e1003554. DOI: 10.1371/journal.ppat.1003550. (50) Gutierrez, J. A.; Luna, M. A.; Correa, N. M.; Silber J. J.; Falcone, R. D. (2015) Impact of the polar core size and external organic media composition on the micelle-micelle interactions. Effect on gold nanoparticles synthesis. New J. Chem. 39, 8887-8895. DOI: 10.1039/C5NJ01126D. (51) National Committee for Clinical Laboratory Standards. (2002) Reference method for broth dilution antifungal susceptibility testing of yeasts; approved standard. NCCLS document M27-A2, Wayne, USA. (52) Dai, H-L., Ho, W. (1995) Laser Spectroscopy and Photochemistry on Metal Surfaces (World Scientific Eds.), Singapore. (53) E. Carbó-Argibay, B. Rodríguez-González, I. Pastoriza-Santos, J. Pérez-Juste and L.M. Liz-Marzán, Growth of pentatwinned gold nanorods into truncated decahedra, Nanoscale 2 (2010) 2377-2383. DOI: 10.1039/c0nr00239a.

ACS Paragon Plus Environment

Page 24 of 25

Page 25 of 25 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

ACS Biomaterials Science & Engineering

(54) A. Salabat, J. Eastoe, K.J. Mutch, R.F. Tabor, Tuning aggregation of microemulsion droplets and silica nanoparticles using solvent mixtures, J. Colloid Interface Sci. 318 (2) (2008) 244–251. DOI: 10.1016/j.jcis.2007.10.050. (55) Link, S., El-Sayed, M. A. (1999) Spectral Properties and Relaxation Dynamics of Surface Plasmon Electronic Oscillations in Gold and Silver Nanodots and Nanorods. J. Phys. Chem. B. 103, 8410-8426. DOI: 10.1021/jp9917648. (56) Murphy, C. J., Gole, A. M., Stone, J. W., Sisco, P. N., Alkilany, A. M., Goldsmith, E. C., Baxter, S. C. (2008) Gold nanoparticles in biology: beyond toxicity to cellular imaging. Acc. Chem. Res. 41, 1721-1730. DOI: 10.1021/ar800035u. (57) Szunerits, S., Spadavecchia, J., Boukherroub, R. (2014) Surface plasmon resonance: signal amplification using colloidal gold nanoparticles for enhanced sensitivity. Rev. Anal. Chem. 33, 153-164. DOI : 10.1515/revac-2014-0011. (58) Moran, P. D., Bowmaker, G. A., Cooney, R. P. (1995) Vibrational Spectroscopic Study of the Structure of Sodium Bis(2-ethylhexyl)sulfosuccinate Reverse Micelles and Water-in-Oil Microemulsions. Langmuir. 11, 738-743. DOI: 10.1021/la00003a012. (59) Xue, B., He, D., Gao, S., Wang, D., Yokoyama, K., Wang, L. (2016) Biosynthesis of silver nanoparticles by the fungus Arthroderma fulvum and its antifungal activity against genera of Candida, Aspergillus and Fusarium. Int. J. Nanomed. 11, 1899-1906. DOI: 10.2147/IJN.S98339. (60) Jebali, A., Hajjar, F. H. E., Pourdanesh, F., Hekmatimoghaddam, S., Kazemi, B., Masoudi, A., Daliri, K., Sedighi, N. (2013) Silver and gold nanostructures: antifungal property of different shapes of these nanostructures on Candida species. Medical Mycology, 52, 65-72. DOI: 10.3109/13693786.2013.822996. (61) Romero, M., Cantón, E., Pemán, J., Gobernado, M. (2005) Antifúngicos inhibidores de la síntesis del glucano. Rev Esp Quimioterap. 18, 281-299. (62) Letscher-Bru, V., Herbrecht, R. (2003) Caspofungin: the first representative of a new antifungal class. J Antimicrob Chemother. 51, 513-521. DOI: 10.1093/jac/dkg117. (63) Park, J., Yu, N., Cheon, J., Choi, I. (2008) The Fifth US-Korea Forum on Nanotechnology: Nano-Biotechnology, Jeju, Korea. Source: http://www.cmu.edu/nanotechnology-forum/Forum_5/Presentation/Session4/IH_Choi.pdf, (accessed October 2016).

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