Abstract
This work reports the outcomes of in silico simulations of the interactions between S. aureus bacteria and an antibacterial polymeric coating developed onto titanium substrates. The aim of the theoretical analysis is to develop a computational approach suitable of predicting the effective amount of antibacterial agents to load onto the polymeric coating in order to prevent titanium implants infections and at the same time to minimize cytotoxicity. The simulations results will be contrasted with experimental data.
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References
Drancourt, M., Stein, A., Argenson, J.N., Roiron, R., Groulier, P., Raoult, D.: Oral treatment of Staphylococcus spp. infected orthopaedic implants with fusidic acid or ofloxacin in combination with rifampicin. J. Antimicrob. Chemother. 39(2), 235–240 (1997)
Bisno, A.L., Waldvogel, F.A.: Infected orthopedic prostheses. In: Infections Associated With Indwelling Medical Devices, pp. 111–127 (1989)
Jung, W.K., Koo, H.C., Kim, K.W., Shin, S., Kim, S.H., Park, Y.H.: Antibacterial activity and mechanism of action of the silver ion in Staphilococcus aureus and Escherichia coli. Appl. Environ. Microbiol. 74(7), 2171–2178 (2008)
Montanaro, L., Speziale, P., Campoccia, D., Ravaioli, S., Cangini, I., Pietrocola, G., Giannini, S., Arciola, C.R.: Scenery of Staphylococcus implant infections in orthopedics. Future Microbiol. 6(11), 1329–1349 (2011)
Gallo, J., Holinka, M., Moucha, C.S.: Antibacterial surface treatment for orthopaedic implants. Int. J. Mol. Sci. 15(8), 13849–13880 (2014)
Busscher, H.J., van der Mei, H.C., Subbiahdoss, G., Jutte, P.C., van den Dungen, J.J., Zaat, S.A., Schultz, M.J., Grainger, D.W.: Biomaterial-associated infection: locating the finish line in the race for the surface. Sci. Transl. Med. 26(4), 153–163 (2012)
Mattioli-Belmonte, M., Cometa, S., Ferretti, C., Iatta, R., Trapani, A., Ceci, E., Falconi, M., De Giglio, E.: Characterization and cytocompatibility of an antibotic/chitosan/cyclodextrins nanocoating on titanium implants. Carb. Pol. 110, 173–182 (2014)
Moriarty, T.F., Zaat, S.A.J., Busscher, H.J.: Biomaterials Associated Infection. Immunological Aspects and Antimicrobial Strategies. Springer, Heildelberg (2013). ISBN: 978-1-4614-1030-0
Shamloo, A., Mohammadaliha, N., Mohseni, M.: Integrative utilization of microenvironments, biomaterials and computational techniques for advanced tissue engineering. J. Biotechnol. 212, 71–89 (2015)
Sanz-Herrera, J.A., Reina-Romo, E.: Cell-biomaterial mechanical interaction in the framework of tissue engineering: insights, computational modeling and perspectives. Int. J. Mol. Sci. 12(11), 8217–8244 (2011)
Gronau, G., Krishnaji, S.T., Kinahan, M.E., Giesa, T., Wong, J.Y., Kaplan, D.L., Buehler, M.J.: A review of combined experimental and computational procedures for assessing biopolymer structure-process-property relationships. Biomaterials 33(33), 8240–8255 (2012)
Axelrod, R.: The Complexity of Cooperation: Agent-based Models of Competition and Collaboration. Princeton University Press, Princeton (1997). ISBN: 978-0691015675
Bonabeau, E.: Agent-based modeling: methods and techniques for simulating human systems. Proc. Natnl. Acad. Sci. 99(3), 7280–7287 (2002)
Himanshu, K., Ventikos, Y.: Investigating biocomplexity through the agent-based paradigm. Brief. Bioinform. 16(1), 1–16 (2015)
Sharma, V., Compagnoni, A., Libera, M., Muszanska, A.K., Busscher, H.J., Van Der Mei, H.C.: Simulating anti-adhesive and antibacterial bifunctional polymers for surface coating using BioScape. In: Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics (2013)
De Giglio, E., Cometa, S., Cioffi, N., Torsi, L., Sabbatini, L.: Analytical investigations of poly (acrylic acid) coatings electrodeposited on titanium-based implants: a versatile approach to biocompatibility enhancement. Anal. Bioanal. Chem. 389(7–8), 2055–2063 (2007)
Wilensky, U., Rand, W.: An Introduction to Agent-Based Modeling: Modeling Natural, Social, and Engineered Complex Systems with NetLogo. MIT Press, London (2015). ISBN: 9780262731898
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Bonifacio, M.A., Cometa, S., De Giglio, E. (2016). Simulating Bacteria-Materials Interactions via Agent-Based Modeling. In: Rossi, F., Mavelli, F., Stano, P., Caivano, D. (eds) Advances in Artificial Life, Evolutionary Computation and Systems Chemistry. WIVACE 2015. Communications in Computer and Information Science, vol 587. Springer, Cham. https://doi.org/10.1007/978-3-319-32695-5_7
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DOI: https://doi.org/10.1007/978-3-319-32695-5_7
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