Progress 07/01/17 to 04/02/21
Outputs Target Audience:We have published four research articles on ACS Applied Materials & Interfaces, Nanoscale, Applied Catalysis B: Environmental, and Journal of Hazardous Materials, and we have given several conference presentations in ACS, AEESP, Gordon conference, ASM conferences, MoBE conference, etc. The broad audiences include scientists and engineers in agricultural engineering, food microbiology, food safety, environmental engineering, nanotechnology, and catalysis. Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?We have trained two Ph.D. students in environmental engineering. How have the results been disseminated to communities of interest?We have published four research articles in ACS Applied Materials & Interfaces, Applied Catalysis B: Environmental, Nanoscale, and Journal of Hazardous Materials, and have presented our research in a number of conferences including ACS, AEESP, ASM, Gordon, and MoBE conferences. The audiences include scientists and engineers from diverse fields, including but not limited to agricultural engineering, food safety, food microbiology, environmental engineering, nanotechnology, and catalysis. What do you plan to do during the next reporting period to accomplish the goals?
Nothing Reported
Impacts What was accomplished under these goals?
We have design graphici carbon nitride nanomaterials and composites that show enhanced performance for pathogen control, and we have also systematically characterize the nanomaterials/composites and biofilms, including physical, chemical, biological, and mechanical properties, to understand how and why the nanomaterial/composites can kill pathogenic biofilms. Pathogenic biofilms raise significant health and economic concerns, because these bacteria are persistent and can lead to foodborne diseases or diseas outbreaks. Compared with conventional antimicrobial strategies, photocatalysis holds promise for biofilm control because of its broad-spectrum effectiveness under ambient conditions, low cost, easy operation, and reduced maintenance. In our study, we first investigated the performance and mechanism of Staphylococcus epidermidis biofilm control and eradication on the surface of an innovative photocatalyst, graphitic carbon nitride (g-C3N4), under visible light irradiation, which overcame the need for ultraviolet (UV) light for many current photocatalysts (e.g., titanium dioxide (TiO2)). Optical coherence tomography (OCT) and confocal laser scanning microscopy (CLSM) suggested that g-C3N4 coupons inhibited biofilm development and eradicated mature biofilms under the irradiation of white light-emitting diodes (LEDs). Biofilm inactivation was observed occurring from the surface towards the center of the biofilms, suggesting that the diffusion of reactive species into the biofilms played a key role. By taking advantage of scanning electron microscopy (SEM), CLSM, and atomic force microscopy (AFM) for biofilm morphology, composition, and mechanical property characterization, we demonstrated that photocatalysis destroyed the integrated and cohesive structure of biofilms and facilitated biofilm eradication by removing the extracellular polymeric substances (EPS). Moreover, reactive oxygen species (ROS) generated during g-C3N4 photocatalysis were quantified via reactions with radical probes, and 1O2 was believed to be responsible for biofilm control and removal. We next fabricated visible-light-responsive composites of carbon-doped graphitic carbon nitride and chitosan with high reactivity and processability. The broad-spectrum biofilm inhibition and eradication of the photocatalytic composites against Staphylococcus epidermidis, Pseudomonas aeruginosa PAO1, and Escherichia coli O157: H7 under visible light irradiation were demonstrated. Extracellular polymeric substances in Escherichia coli O157: H7 biofilms were most resistant to photocatalytic oxidation, which led to reduced performance for biofilm removal. 1O2 produced by the composites was believed to dominate biofilm inactivation. Moreover, the composites exhibited excellent performance for inhibiting biofilm development in urine, highlighting the promise for inactivating environmental biofilms developed from multiple bacterial species. Our study provides fundamental insights into the development of new photocatalytic composites, and elucidates the mechanism of how the photocatalyst reacts with a microbiological system. Moreover, we explored the mechanism of biofilm removal with respect to biofilm mechanical properties. Biofilms are a cluster of bacteria embedded in EPSthat contain a complex composition of polysaccharides, proteins, and extracellular DNA (eDNA). Desirable mechanical properties of the biofilms are critical for their survival, propagation, and dispersal, and the response of mechanical properties to different treatment conditions also sheds light on biofilm control and eradication in vivo and on engineering surfaces. However, it is challenging yet important to interrogate mechanical behaviors of biofilms with a high spatial resolution because biofilms are very heterogeneous. Moreover, biofilms are viscoelastic, and their time-dependent mechanical behavior is difficult to capture. Herein, we developed a powerful technique that combines the high spatial resolution of the atomic force microscope (AFM) with a rigorous history-dependent viscoelastic analysis to deliver highly spatial-localized biofilm properties within a wide time-frequency window. By exploiting the use of static force spectroscopy in combination with an appropriate viscoelastic framework, we highlight the intensive amount of time-dependent information experimentally available that has been largely overlooked. It is shown that this technique provides a detailed nanorheological signature of the biofilms even at the single-cell level. We share the computational routines that would allow any user to perform the analysis from experimental raw data. The detailed localization of mechanical properties in space and in time-frequency domain provides insights on the understanding of biofilm stability, cohesiveness, dispersal, and control. Our work highlights the promise of using g-C3N4 for a broad range of antimicrobial applications, especially for the eradication of persistent biofilms under visible light irradiation, which holds promise for food industry applications. We have also elucidate the mechanism of biofilm removal, in terms of ROS production, bacterial inactivation and EPS removal, and reduced cohesiveness of biofilms.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2021
Citation:
Shen, H., Durkin, D. P., Aiello, A., Diba, T., Lafleur, J., Zara, J. M., Shen, Y., Shuai, D. Photocatalytic Graphitic Carbon Nitride-Chitosan Composites for Pathogenic Biofilm Control under Visible Light Irradiation. J. Hazard. Mater. 2021, 408, 124890.
- Type:
Journal Articles
Status:
Published
Year Published:
2019
Citation:
Shen, H., Lo?pez-Guerra, E. A., Zhu, R., Diba, T., Zheng, Q., Solares, S. D., Zara, J. M., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride for Pathogenic Biofilm Control. ACS Appl. Mater. Interfaces 2019, 11 (1), 373384.
- Type:
Journal Articles
Status:
Published
Year Published:
2019
Citation:
Zheng, Q., Xu, E., Park, E., Chen, H., Shuai, D. Looking at the Overlooked Hole Oxidation: Photocatalytic Transformation of Organic Contaminants on Graphitic Carbon Nitride under Visible Light Irradiation. Appl. Catal. B 2019, 240, 262-269.
- Type:
Conference Papers and Presentations
Status:
Accepted
Year Published:
2021
Citation:
Shen, H., Shuai, D., Durkin, D. P., Aiello, A., Diba, T., Lafleur, J., Zara, J. M., Shen, Y. Visible-light-responsive Graphitic Carbon Nitride/Chitosan Composite Films for Antimicrobial Packaging, ACS Spring Meeting, USA, 04/2021. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2019
Citation:
Shen, H., Shuai, D., Shen, Y. Visible-Light-Responsive Photocatalytic Nanomaterial Graphitic Carbon Nitride for Biofilm Control, AEESP Conference, Tempe, AZ, USA, 05/2019. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2019
Citation:
Shen, H., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride for Biofilm Control, ACS Spring Meeting, Orlando, FL, USA, 04/2019. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Shen, H., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride Nanomaterials for Pathogenic Biofilm Control, 2018 SNO Conference, Washington, DC, USA, 11/2018. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Lo?pez-Guerra, E. A., Shen, H., Solares, S. D., Shuai, D. Measuring the Viscoelastic Properties of Biofilms with 4D Atomic Force Microscopy, 8th ASM Conference on Biofilms, Washington, DC, USA, 10/2018. POSTER
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Shen, H., Lo?pez-Guerra, E. A., Zhu, R., Diba, T., Zheng, Q., Solares, S. D., Zara, J. M., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride for Pathogenic Biofilm Control, 8th ASM Conference on Biofilms, Washington, DC, USA, 10/2018. POSTER
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Shen, H., L�pez-Guerra, E. A., Diba, T., Solares, S. D., Zara, J. M., Shuai, D. Visible-light-responsive Graphitic Carbon Nitride Nanomaterials for Biofilm Control, Gordon Research Conference: Nanoscale Science and Engineering for Agriculture and Food Systems, South Hadley, MA, USA, 06/2018. POSTER
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Shen, H., L�pez-Guerra, E. A., Diba, T., Solares, S. D., Zara, J. M., Shuai, D. Visible-light-responsive Graphitic Carbon Nitride Nanomaterials for Biofilm Control, Gordon Research Seminar: Nanoscale Science and Engineering for Agriculture and Food Systems, South Hadley, MA, USA, 06/2018. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Shen, H., Shuai, D. Visible-Light-Responsive Photocatalytic Graphitic Carbon Nitride for Antimicrobial Applications, ACS Spring Meeting, New Orleans, LA, USA, 03/2018. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2017
Citation:
Shen, H., Shuai, D. Graphitic Carbon Nitride Nanomaterials for Sustainable Antimicrobial Applications, MoBE 2017, Washington, DC, USA, 10/2017. POSTER
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2017
Citation:
Shen, H., Shuai, D. Visible-Light-Responsive Photocatalytic Graphitic Carbon Nitride for Antimicrobial Applications, AEESP Conference, Ann Arbor, MI, USA, 06/2017. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2017
Citation:
Shen, H., Shuai, D. Antimicrobial Applications of Visible-Light-Responsive Photocatalysts, ACS Spring Meeting, San Francisco, CA, USA, 04/2017. ORAL
- Type:
Journal Articles
Status:
Published
Year Published:
2019
Citation:
Lo?pez-Guerra, E. A., Shen, H., Solares, S. D., Shuai, D. Acquisition of Time-frequency Localized Mechanical Properties of Biofilms and Single Cells with High Spatial Resolution. Nanoscale 2019, 11, 8918-8929.
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Progress 07/01/18 to 06/30/19
Outputs Target Audience:The knowledge of nanotechnology for food safety has been integrated in some lectures for CE 3520 Environmental Engineering I for undergraduate students at The George Washington University (GW). Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?We have trained one graduate studentunder the project, for the fabrication of graphitic carbon nitride and the application for antimicrobial applications, as well as atomic force microscopic characterization of biofilms. The graduate student haslearned the techniques for material fabrication and characterization, and biofilm development and characterization. How have the results been disseminated to communities of interest?We have presented our work at several conferences, including 2018 SNO conference, 2018 Gordon conference, and 2019 ACS conference,in front of the communities of environmental scientists and engineers, agricutural and food scientists and engineers,microbiologists, and chemists. The PD was also invited to present the work at different universities, and the audient includes the faculty, undergraduates, and graduates in chemical and biochemical engineering, environmental engineering, and civil engineering. What do you plan to do during the next reporting period to accomplish the goals?1. We will fabricate graphtiic carbon nitride-polymer composite for antimicrobial applications, including the inactivation of bacterial and viral pathogens; 2. We will understand the physical, chemical, and biological response of biofilms under oxdative stress in photocatalysis.
Impacts What was accomplished under these goals?
We have fabricated a highly reactive photocatalytic graphitic carbon nitride from melamine, cyanuric acid, and barbituric acid, and tested its antimicrobial performance forbiofilm Staphylococcus epidermidis (S. epidermidis). Key properties of the photocatalytic material has been identified, and the mechanisms of biofilm control has been elucidated.Optical coherence tomography and confocal laser scanning microscopy (CLSM) suggested that g-C3N4coupons inhibited biofilm development and eradicated mature biofilms under the irradiation of white light-emitting diodes. Biofilm inactivation was observed occurring from the surface toward the center of the biofilms, suggesting that the diffusion of reactive species into the biofilms played a key role. By taking advantage of scanning electron microscopy, CLSM, and atomic force microscopy for biofilm morphology, composition, and mechanical property characterization, we demonstrated that photocatalysis destroyed the integrated and cohesive structure of biofilms and facilitated biofilm eradication by removing the extracellular polymeric substances. Moreover, reactive oxygen species generated during g-C3N4 photocatalysis were quantified via reactions with radical probes and1O2was believed to be responsible for biofilm control and removal. In addition,we developed a powerful technique that combines the high spatial resolution of the atomic force microscope(AFM) with a rigorous history-dependent viscoelastic analysis to deliver highly spatial-localized biofilm properties within a wide time-frequency window. By exploiting the use of static force spectroscopy incombination with an appropriate viscoelastic framework, we highlight the intensive amount of timedependent information experimentally available that has been largely overlooked. It is shown that this technique provides a detailed nanorheological signature of the biofilms even at the single-cell level. We share the computational routines that would allow any user to perform the analysis from experimental rawdata. The detailed localization of mechanical properties in space and in time-frequency domain providesinsights on the understanding of biofilm stability, cohesiveness, dispersal, and control.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2019
Citation:
Shen, H., Lo?pez-Guerra, E. A., Zhu, R., Diba, T., Zheng, Q., Solares, S. D., Zara, J. M., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride for Pathogenic Biofilm Control. ACS Appl. Mater. Interfaces 2019, 11 (1), 373384.
- Type:
Journal Articles
Status:
Published
Year Published:
2019
Citation:
Lo?pez-Guerra, E. A., Shen, H., Solares, S. D., Shuai, D. Acquisition of Time-frequency Localized Mechanical Properties of Biofilms and Single Cells with High Spatial Resolution. Nanoscale. DOI: 10.1039/C8NR10287B
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2019
Citation:
Shen, H., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride for Biofilm Control, ACS Spring Meeting, Orlando, FL, USA, 04/2019. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Shen, H., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride Nanomaterials for Pathogenic Biofilm Control, 2018 SNO Conference, Washington, DC, USA, 11/2018. ORAL
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Lo?pez-Guerra, E. A., Shen, H., Solares, S. D., Shuai, D. Measuring the Viscoelastic Properties of Biofilms with 4D Atomic Force Microscopy, 8th ASM Conference on Biofilms, Washington, DC, USA, 10/2018. POSTER
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2018
Citation:
Shen, H., Lo?pez-Guerra, E. A., Zhu, R., Diba, T., Zheng, Q., Solares, S. D., Zara, J. M., Shuai, D., Shen, Y. Visible-light-responsive Photocatalyst of Graphitic Carbon Nitride for Pathogenic Biofilm Control, 8th ASM Conference on Biofilms, Washington, DC, USA, 10/2018. POSTER
- Type:
Conference Papers and Presentations
Status:
Accepted
Year Published:
2018
Citation:
Shen, H., L�pez-Guerra, E. A., Diba, T., Solares, S. D., Zara, J. M., Shuai, D. Visible-light-responsive Graphitic Carbon Nitride Nanomaterials for Biofilm Control, Gordon Research Seminar: Nanoscale Science and Engineering for Agriculture and Food Systems, South Hadley, MA, USA, 06/2018. ORAL
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