1
|
Wang Z, Perez-Calleja P, Nerenberg R, Novak PJ, Ishii S. Unraveling encapsulated growth of Nitrosomonas europaea in alginate: An experimental and modeling study. WATER RESEARCH 2022; 208:117857. [PMID: 34823083 DOI: 10.1016/j.watres.2021.117857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 10/07/2021] [Accepted: 11/08/2021] [Indexed: 06/13/2023]
Abstract
Encapsulation is a promising technology to retain and protect autotrophs for biological nitrogen removal. One-dimensional biofilm models have been used to describe encapsulated systems; they do not, however, incorporate chemical sorption to the encapsulant nor do they adequately describe cell growth and distribution within the encapsulant. In this research we developed a new model to describe encapsulated growth and activity of Nitrosomonas europaea, incorporating ammonium sorption to the alginate encapsulant. Batch and continuous flow reactors were used to verify the simulation results. Quantitative PCR and cross-section fluorescence in situ hybridization were used to analyze the growth and spatial distribution of the encapsulated cells within alginate. Preferential growth of Nitrosomonas near the surface of the encapsulant was predicted by the model and confirmed by experiments. The modeling and experimental results also suggested that smaller encapsulants with a larger surface area to volume ratio would improve ammonia oxidation. Excessive aeration caused the breakage of the encapsulant, resulting in unpredicted microbial release and washout. Overall, our modeling approach is flexible and can be used to engineer and optimize encapsulated systems for enhanced biological nitrogen removal. Similar modeling approaches can be used to incorporate sorption of additional species within an encapsulant, additional nitrogen-converting microorganisms, and the use of other encapsulation materials.
Collapse
Affiliation(s)
- Zhiyue Wang
- BioTechnology Institute, University of Minnesota, 140 Gortner Laboratory, 1479 Gortner Avenue, Saint Paul, MN 55108, United States.
| | - Patricia Perez-Calleja
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, Notre Dame, Indiana 46556, United States.
| | - Robert Nerenberg
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, Notre Dame, Indiana 46556, United States.
| | - Paige J Novak
- BioTechnology Institute, University of Minnesota, 140 Gortner Laboratory, 1479 Gortner Avenue, Saint Paul, MN 55108, United States; Department of Civil, Environmental and Geo- Engineering, University of Minnesota, Minneapolis, MN 55455, United States.
| | - Satoshi Ishii
- BioTechnology Institute, University of Minnesota, 140 Gortner Laboratory, 1479 Gortner Avenue, Saint Paul, MN 55108, United States; Department of Soil, Water and Climate, University of Minnesota, Saint Paul, MN 55108, United States.
| |
Collapse
|
2
|
Lee YJ, Yoon KS. Inactivating effect of dielectric barrier discharge plasma on
Escherichia coli
O157
:
H7
and
Staphylococcus aureus
in various dried products. J Food Saf 2021. [DOI: 10.1111/jfs.12940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Yun Jin Lee
- Department of Food and Nutrition Kyung Hee University Seoul Republic of Korea
| | - Ki Sun Yoon
- Department of Food and Nutrition Kyung Hee University Seoul Republic of Korea
| |
Collapse
|
3
|
Du B, Gu Y, Chen G, Wang G, Liu L. Flagellar motility mediates early-stage biofilm formation in oligotrophic aquatic environment. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2020; 194:110340. [PMID: 32135377 DOI: 10.1016/j.ecoenv.2020.110340] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 02/12/2020] [Accepted: 02/14/2020] [Indexed: 06/10/2023]
Abstract
Flagellar motility enables resource acquisition and noxious substance evasion, underpinning imperative ecological processes in aquatic environments. Yet the underlying mechanism that links flagellar motility with surface attachment and thereby biofilm formation, especially in conditions of limited resource availability, remains elusive. Here, we present experimental and modeling evidence to unveil bacterial motility and biofilm formation under nutrient-limited stresses with Pseudomonas aeruginosa (WT) and its nonflagellated isogenic mutant (ΔfliC) as model bacteria. Results revealed that boosted flagellar motility of WT strain promoted biofilm initialization to a peak value of 0.99 × 107 cells/cm2 at 1/50 dilution after 20 min incubation. We hypothesized that bacteria can invoke instant motility acceleration for survival confronting nutrient-limited stress, accompanied by optimized chemotactic foraging through sensing ambient chemical gradients. Accordingly, accelerated cell motility in oligotrophic environment created increased cell-cell and cell-surface interactions and thereof facilitated biofilm initialization. It was confirmed by the consistence of modeling predictions and experimental results of cell velocity and surface attachment. With the development of biofilm, promotion effect of flagellar motility responding to nutrient deprivation-stress faded out. Instead, loss of motility profiting increased growth rates and extracellular protein excretion, associated with an enhancement of biofilm development for the mutant in oligotrophic aquatic environment. For both strains, nutrient limitation evidently reduced planktonic cell propagation as expected. Our results offer new insights into the mechanical understanding of biofilm formation shaped by environmental stresses and associating biological responses.
Collapse
Affiliation(s)
- Bang Du
- School of Civil Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Yue Gu
- School of Civil Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Guowei Chen
- School of Civil Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Gang Wang
- Department of Soil and Water Sciences, China Agricultural University, Beijing, 100193, China
| | - Li Liu
- School of Civil Engineering, Hefei University of Technology, Hefei, 230009, China.
| |
Collapse
|
4
|
Giao NT, Limpiyakorn T, Thuptimdang P, Ratpukdi T, Siripattanakul-Ratpukdi S. Reduction of silver nanoparticle toxicity affecting ammonia oxidation using cell entrapment technique. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2019; 79:1007-1016. [PMID: 31025981 DOI: 10.2166/wst.2019.075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Occurrence of silver nanoparticles (AgNPs) in wastewater treatment systems could impact the ammonia oxidation (AO). This study investigated the reduction of AgNPs and dissociated silver ion (Ag+) toxicity on nitrifying sludge using cell entrapment technique. Three entrapment materials, including barium alginate (BA), polyvinyl alcohol (PVA), and a mixture of polyvinyl alcohol and barium alginate (PVA-BA), were applied. The BA beads provided the highest reduction of silver toxicity (up to 90%) and durability. Live/dead assays showed fatality of entrapped cells after exposure to AgNPs and Ag+. The maximum AO rate of the BA-entrapped cells was 5.6 mg-N/g-MLSS/h. The AO kinetics under the presence of silver followed an uncompetitive inhibition kinetic model. The experiments with AgNPs and Ag+ gave the apparent maximum AO rates of 4.2 and 4.8 mg-N/g-MLSS/h, respectively. The apparent half-saturation constants of the BA-entrapped cells under the presence of silver were 10.5 to 13.4 mg/L. Scanning electron microscopic observation coupled with energy-dispersive X-ray spectroscopy indicated no silver inside the beads. This elucidates that the silver toxicity can be reduced by preventing silver penetration through the porous material, leading to less microbial cell damage. This study revealed the potential of the entrapment technology for mitigating the effect of silver species on nitrification.
Collapse
Affiliation(s)
- Nguyen Thanh Giao
- International Program in Hazardous Substance and Environmental Management, Graduate School, Chulalongkorn University, Bangkok 10330, Thailand and Department of Environmental Management, College of Environment and Natural Resources, Can Tho University, Can Tho 90000, Viet Nam; Center of Excellence on Hazardous Substance Management, Bangkok 10330, Thailand E-mail: ;
| | - Tawan Limpiyakorn
- Center of Excellence on Hazardous Substance Management, Bangkok 10330, Thailand E-mail: ; ; Department of Environmental Engineering, Faculty of Engineering and Research Unit Control of Emerging Micropollutants in Environment, Chulalongkorn University, Bangkok 10330, Thailand and Research Network of Chulalongkorn University and National Nanotechnology Center (RNN), Bangkok, Thailand
| | - Pumis Thuptimdang
- Department of Chemistry, Faculty of Science and Environmental Science Research Center (ESRC), University of Chiang Mai, Chiang Mai 56000, Thailand
| | - Thunyalux Ratpukdi
- Center of Excellence on Hazardous Substance Management, Bangkok 10330, Thailand E-mail: ; ; Department of Environmental Engineering, Faculty of Engineering and Research Center for Environmental and Hazardous Substance Management, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Sumana Siripattanakul-Ratpukdi
- Center of Excellence on Hazardous Substance Management, Bangkok 10330, Thailand E-mail: ; ; Department of Environmental Engineering, Faculty of Engineering and Research Center for Environmental and Hazardous Substance Management, Khon Kaen University, Khon Kaen 40002, Thailand
| |
Collapse
|
5
|
Jeon HR, Kwon MJ, Yoon KS. Control of Listeria innocua Biofilms on Food Contact Surfaces with Slightly Acidic Electrolyzed Water and the Risk of Biofilm Cells Transfer to Duck Meat. J Food Prot 2018; 81:582-592. [PMID: 29517351 DOI: 10.4315/0362-028x.jfp-17-373] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Biofilm formation on food contact surfaces is a potential hazard leading to cross-contamination during food processing. We investigated Listeria innocua biofilm formation on various food contact surfaces and compared the washing effect of slightly acidic electrolyzed water (SAEW) at 30, 50, 70, and 120 ppm with that of 200 ppm of sodium hypochlorite (NaClO) on biofilm cells. The risk of L. innocua biofilm transfer and growth on food at retail markets was also investigated. The viability of biofilms that formed on food contact surfaces and then transferred cells to duck meat was confirmed by fluorescence microscopy. L. innocua biofilm formation was greatest on rubber, followed by polypropylene, glass, and stainless steel. Regardless of sanitizer type, washing removed biofilms from polypropylene and stainless steel better than from rubber and glass. Among the various SAEW concentrations, washing with 70 ppm of SAEW for 5 min significantly reduced L. innocua biofilms on food contact surfaces during food processing. Efficiency of transfer of L. innocua biofilm cells was the highest on polypropylene and lowest on stainless steel. The transferred biofilm cells grew to the maximum population density, and the lag time of transferred biofilm cells was longer than that of planktonic cells. The biofilm cells that transferred to duck meat coexisted with live, injured, and dead cells, which indicates that effective washing is essential to remove biofilm on food contact surfaces during food processing to reduce the risk of foodborne disease outbreaks.
Collapse
Affiliation(s)
- Hye Ri Jeon
- Department of Food and Nutrition, College of Human Ecology, Kyung Hee University, Seoul, 02447, Republic of Korea
| | - Mi Jin Kwon
- Department of Food and Nutrition, College of Human Ecology, Kyung Hee University, Seoul, 02447, Republic of Korea
| | - Ki Sun Yoon
- Department of Food and Nutrition, College of Human Ecology, Kyung Hee University, Seoul, 02447, Republic of Korea
| |
Collapse
|
6
|
|
7
|
|
8
|
Ghosh B, Cain KD, Nowak BF, Bridle AR. Microencapsulation of a putative probiotic Enterobacter species, C6-6, to protect rainbow trout, Oncorhynchus mykiss (Walbaum), against bacterial coldwater disease. JOURNAL OF FISH DISEASES 2016; 39:1-11. [PMID: 25272249 DOI: 10.1111/jfd.12311] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 08/15/2014] [Accepted: 08/19/2014] [Indexed: 06/03/2023]
Abstract
Flavobacterium psychrophilum is the causative agent of bacterial coldwater disease (BCWD), which has a major impact on salmonid aquaculture globally. An Enterobacter species, C6-6, isolated from the gut of rainbow trout, Oncorhynchus mykiss (Walbaum), has been identified as a potential probiotic species providing protection against BCWD. This study examined the effects of alginate microencapsulation on the protective efficacy of C6-6 against BCWD in vivo when administered to rainbow trout fry orally or by intraperitoneal (IP) injection. Viable C6-6 bacteria were microencapsulated successfully, and this process (microencapsulation) did not significantly deteriorate its protective properties as compared to the administration of non-microencapsulated C6-6 bacteria. Both oral and IP delivery of C6-6 achieved significantly better protection than control treatments that did not contain C6-6 bacteria. The highest relative percent survival (RPS) resulted from IP delivery (71.4%) and was significantly greater than the highest oral RPS (38.6%). Successful intestinal colonization was not critical to protective effects of C6-6. The study showed that C6-6 administration, with or without encapsulation, was a viable choice for protecting fry from BCWD especially when administered intraperitoneally.
Collapse
Affiliation(s)
- B Ghosh
- National Centre for Marine Conservation and Resource Sustainability, University of Tasmania, Launceston, Tasmania, Australia
| | - K D Cain
- Department of Fish and Wildlife Resources and the Aquaculture Research Institute, University of Idaho, Moscow, Idaho, USA
| | - B F Nowak
- National Centre for Marine Conservation and Resource Sustainability, University of Tasmania, Launceston, Tasmania, Australia
| | - A R Bridle
- National Centre for Marine Conservation and Resource Sustainability, University of Tasmania, Launceston, Tasmania, Australia
| |
Collapse
|
9
|
A novel approach to monitor stress-induced physiological responses in immobilized microorganisms. Appl Microbiol Biotechnol 2015; 99:3573-83. [DOI: 10.1007/s00253-015-6517-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Revised: 02/26/2015] [Accepted: 03/02/2015] [Indexed: 01/04/2023]
|
10
|
Léonard L, Beji O, Arnould C, Noirot E, Bonnotte A, Gharsallaoui A, Degraeve P, Lherminier J, Saurel R, Oulahal N. Preservation of viability and anti-Listeria activity of lactic acid bacteria, Lactococcus lactis and Lactobacillus paracasei, entrapped in gelling matrices of alginate or alginate/caseinate. Food Control 2015. [DOI: 10.1016/j.foodcont.2014.06.020] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
|
11
|
Chlorine stress mediates microbial surface attachment in drinking water systems. Appl Microbiol Biotechnol 2014; 99:2861-9. [DOI: 10.1007/s00253-014-6166-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2014] [Revised: 10/10/2014] [Accepted: 10/14/2014] [Indexed: 10/24/2022]
|
12
|
|