Abstract
Microbial infections and nosocomial diseases associated with biomaterial have become a major problem of public health and largely lead to revision surgery, which is painful and quite expensive for patients. These infections are caused by formation of biofilm, which present a difficulty of treatment with conventional antibiotics. The aim of our study is to investigate the theoretical adhesion of Staphylococcus aureus and Pseudomonas aeruginosa on four 3-dimensional printing filament materials used in the manufacture of medical equipment. Thus, the physicochemical properties of these microorganisms and all filament materials were determined using the contact angle measurements. Our results indicated that bacterial surfaces were hydrophilic, strongly electron donating and weakly electron accepting. In contrast, nylon, acrylonitrile butadiene-styrene, polyethylene terephthalate, and polylactic acid surfaces were hydrophobic and more electron-donor than electron-acceptor. In addition, according to the values of total free interaction energy ΔGTotal, Staphylococcus aureus was found unable to adhere to the filament materials except polyethylene terephthalate surface. However, Pseudomonas aeruginosa showed adhesion capacity only for acrylonitrile butadiene-styrene and polyethylene terephthalate surfaces. These findings imply that the usage of these 3D printed materials in the medical area necessitates more research into enhancing their resistance to bacterial adherence.
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References
Abdallah M, Benoliel C, Jama C et al (2014) Thermodynamic prediction of growth temperature dependence in the adhesion of Pseudomonas aeruginosa and Staphylococcus aureus to stainless steel and polycarbonate. 77:1116–1126. https://doi.org/10.4315/0362-028X.JFP-13-365
Anadioti E, Kane B, Soulas E (2018) Current and emerging applications of 3D printing in restorative Dentistry. Curr Oral Heal Reports 5:133–139. https://doi.org/10.1007/s40496-018-0181-3
Azelmad K, Hamadi F, Mimouni R et al (2018) Physicochemical characterization of Pseudomonas aeruginosa isolated from catering substratum surface and investigation of their theoretical adhesion. Surf Interfaces. https://doi.org/10.1016/j.surfin.2018.04.004
Barkai H, El abed Soumya, Sadiki M et al (2016) Antifungal activity and physico-chemical surface properties of the momentaneously exposed Penicillium expansum spores to carvacrol. Res J Microbiol 11:178–185. https://doi.org/10.3923/jm.2016.178.185
Blanco MT, Blanco J, Sanchez-Benito R et al (1997) Incubation temperatures affect adherence to plastic of Candida albicans by changing the cellular surface hydrophobicity. Microbios 89:23–28
Bos R, van der Mei HC, Busscher HJ (1999) Physico-chemistry of initial microbial adhesive interactions – its mechanisms and methods for study. FEMS Microbiol Rev 23:179–230. https://doi.org/10.1111/j.1574-6976.1999.tb00396.x
Campoccia D, Montanaro L, Agheli H et al (2006) Study of Staphylococcus aureus adhesion on a novel nanostructured surface by chemiluminometry. Int J Artif Organs 29:622–629. https://doi.org/10.1177/039139880602900612
El Abed S, Hamadi F, Latrache H et al (2010) Adhesion of Aspergillus niger and Penicillium expansum spores on Fez cedar wood substrata. Ann Microbiol 60:377–382. https://doi.org/10.1007/s13213-010-0045-0
El Abed S, Ibnsouda K (2012) Environmental scanning electron microscopy characterization of the adhesion of conidia from Penicillium expansum to cedar wood substrata at different pH values. World J Microbiol Biotechnol 1707–1713. https://doi.org/10.1007/s11274-011-0980-3
El Abed S, Mostakim M, Berguadi F et al (2011) Study of microbial adhesion on some wood species: theoretical prediction. Microbiology 80:43–49. https://doi.org/10.1134/S0026261711010152
Elgoulli M, Aitlahbib O, Tankiouine S et al (2021) The theoretical adhesion of Pseudomonas aeruginosa and Escherichia coli on some plumbing materials in presence of distilled water or tap water. Folia Microbiol (Praha) 66:607–613. https://doi.org/10.1007/s12223-021-00868-y
Fang J, Wang C, Li Y et al (2016) Comparison of bacterial adhesion to dental materials of polyethylene terephthalate (PET) and polymethyl methacrylate (PMMA) using atomic force microscopy and scanning electron microscopy. Scanning 38:665–670. https://doi.org/10.1002/sca.21314
Hall DC, Palmer P, Ji HF et al (2021) Bacterial biofilm growth on 3D-printed materials. Front Microbiol 12:1–13. https://doi.org/10.3389/fmicb.2021.646303
Hazrin-Chong NH, Das T, Manefield M (2021) Surface physico-chemistry governing microbial cell attachment and biofilm formation on coal. Int J Coal Geol 236:103671. https://doi.org/10.1016/j.coal.2020.103671
Hori K, Matsumoto S (2010) Bacterial adhesion: from mechanism to control. Biochem Eng J 48:424–434
Jain P, Kuthe AM (2013) Feasibility study of manufacturing using rapid prototyping: FDM approach. In: Procedia Engineering. Elsevier Ltd 4–11
Kumar R, Singh R, Farina I (2018) On the 3D printing of recycled ABS, PLA and HIPS thermoplastics for structural applications. PSU Res Rev 2:115–137. https://doi.org/10.1108/prr-07-2018-0018
Li JX, Wang J, Shen LR et al (2007) The influence of polyethylene terephthalate surfaces modified by silver ion implantation on bacterial adhesion behavior. Surf Coatings Technol 201:8155–8159. https://doi.org/10.1016/j.surfcoat.2006.02.069
Popescu D, Zapciu A, Amza C et al (2018) FDM process parameters influence over the mechanical properties of polymer specimens: a review. Polym Test 69:157–166. https://doi.org/10.1016/j.polymertesting.2018.05.020
Sadiki M, Elabed S, Barkai H et al (2017) The modification of cedar wood surface properties for the prevention of fungal adhesion. Int J Adhes Adhes 75:40–46. https://doi.org/10.1016/j.ijadhadh.2017.01.007
Sehnal K, Gargulak M, Ofomaja AE et al (2019) Biophysical analysis of silver nanoparticles prepared by green synthesis and their use for 3D printing of antibacterial material for health care. 2019 IEEE Int Conf Sensors Nanotechnology. SENSORS NANO 2019:24–25. https://doi.org/10.1109/SENSORSNANO44414.2019.8940081
Singh R, Kumar R, Ranjan N et al (2019) Sustainability of recycled ABS and PA6 by banana fiber reinforcement: thermal, mechanical and morphological properties. JIEIC 100:351–360. https://doi.org/10.1007/S40032-017-0435-1
Tatchou-Nyamsi-König JA, Dague E, Mullet M et al (2008) Adhesion of Campylobacter jejuni and Mycobacterium avium onto polyethylene terephtalate (PET) used for bottled waters. Water Res 42:4751–4760. https://doi.org/10.1016/j.watres.2008.09.009
van Oss CJ (2006) Interfacial forces in aqueous media. Interfacial Forces Aqueous Media, Second Ed 1–438
van Oss CJ, Chaudhury MK, Good RJ (1988) Interfacial Lifshitz—van der Waals and polar interactions in macroscopic systems. Chem Rev 88:927–941. https://doi.org/10.1021/cr00088a006
van Oss CJ, Giese RF (1995) The hydrophilicity and hydrophobicity of clay minerals. Clays Clay Miner 43:474–477. https://doi.org/10.1346/CCMN.1995.0430411
Vogler EA (1998) Structure and reactivity of water at biomaterial surfaces. Adv Colloid Interface Sci 74:69–117. https://doi.org/10.1016/S0001-8686(97)00040-7
Wang X, Jiang M, Zhou Z et al (2017) 3D printing of polymer matrix composites: a review and prospective. Compos Part B Eng 110:442–458. https://doi.org/10.1016/j.compositesb.2016.11.034
Wu CS, Liao HT (2017) Polyester-based green composites for three-dimensional printing strips: preparation, characterization and antibacterial properties. Polym Bull 74:2277–2295. https://doi.org/10.1007/s00289-016-1836-7
Acknowledgements
We would like to thank the Moroccan Ministry of Higher Education, Scientific Research and Innovation and the OCP Foundation who funded this work through the APRD research program.
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Raouan, S.E., Zouine, N., Harchli, E.E. et al. The theoretical adhesion of Staphylococcus aureus and Pseudomonas aeruginosa as nosocomial pathogens on 3D printing filament materials. Folia Microbiol 68, 627–632 (2023). https://doi.org/10.1007/s12223-022-01028-6
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DOI: https://doi.org/10.1007/s12223-022-01028-6