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Mayorga-Martinez CC, Zhang L, Pumera M. Chemical multiscale robotics for bacterial biofilm treatment. Chem Soc Rev 2024; 53:2284-2299. [PMID: 38324331 DOI: 10.1039/d3cs00564j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
A biofilm constitutes a bacterial community encased in a sticky matrix of extracellular polymeric substances. These intricate microbial communities adhere to various host surfaces such as hard and soft tissues as well as indwelling medical devices. These microbial aggregates form a robust matrix of extracellular polymeric substances (EPSs), leading to the majority of human infections. Such infections tend to exhibit high resistance to treatment, often progressing into chronic states. The matrix of EPS protects bacteria from a hostile environment and prevents the penetration of antibacterial agents. Modern robots at nano, micro, and millimeter scales are highly attractive candidates for biomedical applications due to their diverse functionalities, such as navigating in confined spaces and targeted multitasking. In this tutorial review, we describe key milestones in the strategies developed for the removal and eradication of biofilms using robots of different sizes and shapes. It can be seen that robots at different scales are useful and effective tools for treating bacterial biofilms, thus preventing persistent infections, the loss of costly implanted medical devices, and additional costs associated with hospitalization and therapies.
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Affiliation(s)
- Carmen C Mayorga-Martinez
- Advanced Nanorobots & Multicale Robotics, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, 17. listopadu 2172/15, Ostrava 70800, Czech Republic.
| | - Li Zhang
- Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong 999077, China
- Department of Surgery, The Chinese University of Hong Kong, Hong Kong 999077, China
| | - Martin Pumera
- Advanced Nanorobots & Multicale Robotics, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, 17. listopadu 2172/15, Ostrava 70800, Czech Republic.
- Department of Medical Research, China Medical University Hospital, China Medical University, No. 91 Hsueh-Shih Road, Taichung, 40402, Taiwan
- Future Energy and Innovation Laboratory, Central European Institute of Technology, Brno University of Technology, Purkyňova 656/123, Brno, CZ-616 00, Czech Republic
- Department of Chemical and Biomolecular Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea
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Suriasni PA, Faizal F, Hermawan W, Subhan U, Panatarani C, Joni IM. IoT Water Quality Monitoring and Control System in Moving Bed Biofilm Reactor to Reduce Total Ammonia Nitrogen. SENSORS (BASEL, SWITZERLAND) 2024; 24:494. [PMID: 38257587 PMCID: PMC10819107 DOI: 10.3390/s24020494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 12/31/2023] [Accepted: 01/09/2024] [Indexed: 01/24/2024]
Abstract
Traditional aquaculture systems appear challenged by the high levels of total ammoniacal nitrogen (TAN) produced, which can harm aquatic life. As demand for global fish production continues to increase, farmers should adopt recirculating aquaculture systems (RAS) equipped with biofilters to improve the water quality of the culture. The biofilter plays a crucial role in ammonia removal. Therefore, a biofilter such as a moving bed biofilm reactor (MBBR) biofilter is usually used in the RAS to reduce ammonia. However, the disadvantage of biofilter operation is that it requires an automatic system with a water quality monitoring and control system to ensure optimal performance. Therefore, this study focuses on developing an Internet of Things (IoT) system to monitor and control water quality to achieve optimal biofilm performance in laboratory-scale MBBR. From 35 days into the experiment, water quality was maintained by an aerator's on/off control to provide oxygen levels suitable for the aquatic environment while monitoring the pH, temperature, and total dissolved solids (TDS). When the amount of dissolved oxygen (DO) in the MBBR was optimal, the highest TAN removal efficiency was 50%, with the biofilm thickness reaching 119.88 μm. The forthcoming applications of the IoT water quality monitoring and control system in MBBR enable farmers to set up a system in RAS that can perform real-time measurements, alerts, and adjustments of critical water quality parameters such as TAN levels.
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Affiliation(s)
- Putu A. Suriasni
- Department of Physics, Faculty of Mathematics and Natural Science, Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (P.A.S.); (F.F.); (C.P.)
| | - Ferry Faizal
- Department of Physics, Faculty of Mathematics and Natural Science, Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (P.A.S.); (F.F.); (C.P.)
- Functional Nano Powder University Center of Excellence (FiNder U-CoE), Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (W.H.); (U.S.)
| | - Wawan Hermawan
- Functional Nano Powder University Center of Excellence (FiNder U-CoE), Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (W.H.); (U.S.)
- Department of Biology, Faculty of Mathematics and Natural Science, Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia
| | - Ujang Subhan
- Functional Nano Powder University Center of Excellence (FiNder U-CoE), Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (W.H.); (U.S.)
- Department of Fisheries, Faculty of Fisheries and Marine Science, Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Jatinangor, Sumedang 45363, West Java, Indonesia
| | - Camellia Panatarani
- Department of Physics, Faculty of Mathematics and Natural Science, Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (P.A.S.); (F.F.); (C.P.)
- Functional Nano Powder University Center of Excellence (FiNder U-CoE), Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (W.H.); (U.S.)
| | - I Made Joni
- Department of Physics, Faculty of Mathematics and Natural Science, Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (P.A.S.); (F.F.); (C.P.)
- Functional Nano Powder University Center of Excellence (FiNder U-CoE), Padjadjaran University, Jalan Raya Bandung-Sumedang KM 21, Sumedang 45363, West Java, Indonesia; (W.H.); (U.S.)
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Zhao Y, Bhavya ML, Patange A, Sun DW, Tiwari BK. Plasma-activated liquids for mitigating biofilms on food and food contact surfaces. Compr Rev Food Sci Food Saf 2023; 22:1654-1685. [PMID: 36861750 DOI: 10.1111/1541-4337.13126] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 01/26/2023] [Accepted: 01/30/2023] [Indexed: 03/03/2023]
Abstract
Plasma-activated liquids (PALs) are emerging and promising alternatives to traditional decontamination technologies and have evolved as a new technology for applications in food, agriculture, and medicine. Contamination caused by foodborne pathogens and their biofilms has posed challenges and concerns to the food industry in terms of safety and quality. The nature of the food and the food processing environment are major factors that contribute to the growth of various microorganisms, followed by the biofilm characteristics that ensure their survival in severe environmental conditions and against traditional chemical disinfectants. PALs show an efficient impact against microorganisms and their biofilms, with various reactive species (short- and long-lived ones), physiochemical properties, and plasma processing factors playing a crucial role in mitigating biofilms. Moreover, there is potential to improve and optimize disinfection strategies using a combination of PALs with other technologies for the inactivation of biofilms. The overarching aim of this study is to build a better understanding of the parameters that govern the liquid chemistry generated in a liquid exposed to plasma and how these translate into biological effects on biofilms. This review provides a current understanding of PALs-mediated mechanisms of action on biofilms; however, the precise inactivation mechanism is still not clear and is an important part of the research. Implementation of PALs in the food industry could help overcome the disinfection hurdles and can enhance biofilm inactivation efficacy. Future perspectives in this field to expand existing state of the art to seek breakthroughs for scale-up and implementation of PALs technology in the food industry are also discussed.
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Affiliation(s)
- Yunlu Zhao
- Teagasc Food Research Centre, Dublin, Ireland.,Food Refrigeration and Computerised Food Technology (FRCFT), School of Biosystems and Food Engineering, University College Dublin, National University of Ireland, Dublin, Ireland
| | | | | | - Da-Wen Sun
- Food Refrigeration and Computerised Food Technology (FRCFT), School of Biosystems and Food Engineering, University College Dublin, National University of Ireland, Dublin, Ireland
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Asare EO, Mun EA, Marsili E, Paunov VN. Nanotechnologies for control of pathogenic microbial biofilms. J Mater Chem B 2022; 10:5129-5153. [PMID: 35735175 DOI: 10.1039/d2tb00233g] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Biofilms are formed at interfaces by microorganisms, which congregate in microstructured communities embedded in a self-produced extracellular polymeric substance (EPS). Biofilm-related infections are problematic due to the high resistance towards most clinically used antimicrobials, which is associated with high mortality and morbidity, combined with increased hospital stays and overall treatment costs. Several new nanotechnology-based approaches have recently been proposed for targeting resistant bacteria and microbial biofilms. Here we discuss the impacts of biofilms on healthcare, food processing and packaging, and water filtration and distribution systems, and summarize the emerging nanotechnological strategies that are being developed for biofilm prevention, control and eradication. Combination of novel nanomaterials with conventional antimicrobial therapies has shown great potential in producing more effective platforms for controlling biofilms. Recent developments include antimicrobial nanocarriers with enzyme surface functionality that allow passive infection site targeting, degradation of the EPS and delivery of high concentrations of antimicrobials to the residing cells. Several stimuli-responsive antimicrobial formulation strategies have taken advantage of the biofilm microenvironment to enhance interaction and passive delivery into the biofilm sites. Nanoparticles of ultralow size have also been recently employed in formulations to improve the EPS penetration, enhance the carrier efficiency, and improve the cell wall permeability to antimicrobials. We also discuss antimicrobial metal and metal oxide nanoparticle formulations which provide additional mechanical factors through externally induced actuation and generate reactive oxygen species (ROS) within the biofilms. The review helps to bridge microbiology with materials science and nanotechnology, enabling a more comprehensive interdisciplinary approach towards the development of novel antimicrobial treatments and biofilm control strategies.
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Affiliation(s)
- Evans O Asare
- Department of Chemistry, School of Sciences and Humanities, Nazarbayev University, 53 Kabanbay Batyr Avenue, Nursultan city, 010000, Kazakhstan.
| | - Ellina A Mun
- Department of Chemistry, School of Sciences and Humanities, Nazarbayev University, 53 Kabanbay Batyr Avenue, Nursultan city, 010000, Kazakhstan.
| | - Enrico Marsili
- Department of Chemical Engineering, School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Avenue, Nursultan city, 010000, Kazakhstan
| | - Vesselin N Paunov
- Department of Chemistry, School of Sciences and Humanities, Nazarbayev University, 53 Kabanbay Batyr Avenue, Nursultan city, 010000, Kazakhstan.
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Ballah FM, Islam MS, Rana ML, Ferdous FB, Ahmed R, Pramanik PK, Karmoker J, Ievy S, Sobur MA, Siddique MP, Khatun MM, Rahman M, Rahman MT. Phenotypic and Genotypic Detection of Biofilm-Forming Staphylococcus aureus from Different Food Sources in Bangladesh. BIOLOGY 2022; 11:biology11070949. [PMID: 36101330 PMCID: PMC9311614 DOI: 10.3390/biology11070949] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 05/30/2022] [Accepted: 06/20/2022] [Indexed: 11/16/2022]
Abstract
Staphylococcus aureus is a major foodborne pathogen. The ability of S. aureus to produce biofilm is a significant virulence factor, triggering its persistence in hostile environments. In this study, we screened a total of 420 different food samples and human hand swabs to detect S. aureus and to determine their biofilm formation ability. Samples analyzed were meat, milk, eggs, fish, fast foods, and hand swabs. S. aureus were detected by culturing, staining, biochemical, and PCR. Biofilm formation ability was determined by Congo Red Agar (CRA) plate and Crystal Violet Microtiter Plate (CVMP) tests. The icaA, icaB, icaC, icaD, and bap genes involved in the synthesis of biofilm-forming intracellular adhesion compounds were detected by PCR. About 23.81% (100/420; 95% CI: 14.17−29.98%) of the samples harbored S. aureus, as revealed by detection of the nuc gene. The CRA plate test revealed 20% of S. aureus isolates as strong biofilm producers and 69% and 11% as intermediate and non-biofilm producers, respectively. By the CVMP staining method, 20%, 77%, and 3% of the isolates were found to be strong, intermediate, and non-biofilm producers. Furthermore, 21% of S. aureus isolates carried at least one biofilm-forming gene, where icaA, icaB, icaC, icaD, and bap genes were detected in 15%, 20%, 7%, 20%, and 10% of the S. aureus isolates, respectively. Bivariate analysis showed highly significant correlations (p < 0.001) between any of the two adhesion genes of S. aureus isolates. To the best of our knowledge, this is the first study in Bangladesh describing the detection of biofilm-forming S. aureus from foods and hand swabs using molecular-based evidence. Our findings suggest that food samples should be deemed a potential reservoir of biofilm-forming S. aureus, which indicates a potential public health significance.
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