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Neil B, Cheney GL, Rosenzweig JA, Sha J, Chopra AK. Antimicrobial resistance in aeromonads and new therapies targeting quorum sensing. Appl Microbiol Biotechnol 2024; 108:205. [PMID: 38349402 PMCID: PMC10864486 DOI: 10.1007/s00253-024-13055-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 01/31/2024] [Accepted: 02/05/2024] [Indexed: 02/15/2024]
Abstract
Aeromonas species (spp.) are well-known fish pathogens, several of which have been recognized as emerging human pathogens. The organism is capable of causing a wide spectrum of diseases in humans, ranging from gastroenteritis, wound infections, and septicemia to devastating necrotizing fasciitis. The systemic form of infection is often fatal, particularly in patients with underlying chronic diseases. Indeed, recent trends demonstrate rising numbers of hospital-acquired Aeromonas infections, especially in immuno-compromised individuals. Additionally, Aeromonas-associated antibiotic resistance is an increasing challenge in combating both fish and human infections. The acquisition of antibiotic resistance is related to Aeromonas' innate transformative properties including its ability to share plasmids and integron-related gene cassettes between species and with the environment. As a result, alternatives to antibiotic treatments are desperately needed. In that vein, many treatments have been proposed and studied extensively in the fish-farming industry, including treatments that target Aeromonas quorum sensing. In this review, we discuss current strategies targeting quorum sensing inhibition and propose that such studies empower the development of novel chemotherapeutic approaches to combat drug-resistant Aeromonas spp. infections in humans. KEY POINTS: • Aeromonas notoriously acquires and maintains antimicrobial resistance, making treatment options limited. • Quorum sensing is an essential virulence mechanism in Aeromonas infections. • Inhibiting quorum sensing can be an effective strategy in combating Aeromonas infections in animals and humans.
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Affiliation(s)
- Blake Neil
- Department of Microbiology and Immunology, Medical Branch, University of Texas, Galveston, TX, 77555, USA
| | - Gabrielle L Cheney
- John Sealy School of Medicine, Medical Branch, University of Texas, Galveston, TX, 77555, USA
| | - Jason A Rosenzweig
- Department of Biology, Texas Southern University, Houston, TX, 77004, USA
| | - Jian Sha
- Department of Microbiology and Immunology, Medical Branch, University of Texas, Galveston, TX, 77555, USA
| | - Ashok K Chopra
- Department of Microbiology and Immunology, Medical Branch, University of Texas, Galveston, TX, 77555, USA.
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Rehman ZU, Momin AA, Aldehaiman A, Irum T, Grünberg R, Arold ST. The exceptionally efficient quorum quenching enzyme LrsL suppresses Pseudomonas aeruginosa biofilm production. Front Microbiol 2022; 13:977673. [PMID: 36071959 PMCID: PMC9441902 DOI: 10.3389/fmicb.2022.977673] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 07/27/2022] [Indexed: 11/13/2022] Open
Abstract
Quorum quenching (QQ) is the enzymatic degradation of molecules used by bacteria for synchronizing their behavior within communities. QQ has attracted wide attention due to its potential to inhibit biofilm formation and suppress the production of virulence factors. Through its capacity to limit biofouling and infections, QQ has applications in water treatment, aquaculture, and healthcare. Several different QQ enzymes have been described; however, they often lack the high stability and catalytic efficiency required for industrial applications. Previously, we identified genes from genome sequences of Red Sea sediment bacteria encoding potential QQ enzymes. In this study, we report that one of them, named LrsL, is a metallo-β-lactamase superfamily QQ enzyme with outstanding catalytic features. X-ray crystallography shows that LrsL is a zinc-binding dimer. LrsL has an unusually hydrophobic substrate binding pocket that can accommodate a broad range of acyl-homoserine lactones (AHLs) with exceptionally high affinity. In vitro, LrsL achieves the highest catalytic efficiency reported thus far for any QQ enzyme with a Kcat/KM of 3 × 107. LrsL effectively inhibited Pseudomonas aeruginosa biofilm formation without affecting bacterial growth. Furthermore, LrsL suppressed the production of exopolysaccharides required for biofilm production. These features, and its capacity to regain its function after prolonged heat denaturation, identify LrsL as a robust and unusually efficient QQ enzyme for clinical and industrial applications.
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Affiliation(s)
- Zahid Ur Rehman
- Bioscience Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Environmental Science Program, Water Desalination and Reuse Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- *Correspondence: Zahid Ur Rehman, ; Stefan T. Arold,
| | - Afaque A. Momin
- Bioscience Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computational Biology Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Abdullah Aldehaiman
- Bioscience Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computational Biology Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Tayyaba Irum
- Services Hospital, Services Institute of Medical Sciences, Lahore, Pakistan
| | - Raik Grünberg
- Bioscience Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computational Biology Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Stefan T. Arold
- Bioscience Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computational Biology Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Centre de Biologie Structurale (CBS), INSERM, CNRS, Université de Montpellier, Montpellier, France
- *Correspondence: Zahid Ur Rehman, ; Stefan T. Arold,
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An alternative strategy to detect bacterial contamination in milk and water: a newly designed electrochemical biosensor. Eur Food Res Technol 2020. [DOI: 10.1007/s00217-020-03491-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Jin L, Zhang X, Shi H, Wang W, Qiao Z, Yang W, Du W. Identification of a Novel N-Acyl Homoserine Lactone Synthase, AhyI, in Aeromonas hydrophila and Structural Basis for Its Substrate Specificity. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:2516-2527. [PMID: 32050067 DOI: 10.1021/acs.jafc.9b07833] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
In the Gram-negative bacterium Aeromonas hydrophila, N-acyl homoserine lactone (AHL)-mediated quorum sensing (QS) influences pathogenicity, protein secretion, and motility. However, the catalytic mechanism of AHL biosynthesis and the structural basis and substrate specificity for AhyI members remain unclear. In this study, we cloned the ahyI gene from the isolate A. hydrophila HX-3, and the overexpressed AhyI protein was confirmed to produce six types of AHLs by ultraperformance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) analysis, contrasting with previous reports that AhyI only produces N-butanoyl-l-homoserine lactone (C4-HSL) and N-hexanoyl-l-homoserine lactone (C6-HSL). The results of an in vitro biosynthetic assay showed that purified AhyI can catalyze the formation of C4-HSL using S-adenosyl-l-methionine (SAM) and butyryl-acyl carrier protein (ACP) as substrates and indicated that the fatty acyl substrate used in AhyI-mediated AHL synthesis is derived from acyl-ACP rather than acyl-CoA. The kinetic data of AhyI using butyryl-ACP as an acyl substrate indicated that the catalytic efficiency of the A. hydrophila HX-3 AhyI enzyme is within an order of magnitude compared to other LuxI homologues. In this study, for the first time, the tertiary structural modeling results of AhyI and those of molecular docking and structural and functional analyses showed the importance of several crucial residues, as well as the secondary structure with respect to acylation. A Phe125-Phe152 clamp grasps the terminal methyl group to assist in stabilizing the long acyl chains in a putative binding pocket. The stacking interactions within a strong hydrophobic environment, a hydrogen-bonding network, and a β bulge presumably stabilize the ACP acyl chain for the attack of the SAM α-amine toward the thioester carbon, offering a relatively reasonable explanation for how AhyI can synthesize AHLs with diverse acyl-chain lengths. Moreover, Trp34 participates in forming the binding pocket for C4-ACP and becomes ordered upon SAM binding, providing a good basis for catalysis. The novel finding that AhyI can produce both short- and long-chain AHLs enhances current knowledge regarding the variety of AHLs produced by this enzyme. These structural data are expected to serve as a molecular rationale for AHL synthesis by AhyI.
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Affiliation(s)
- Lei Jin
- College of Food and Pharmaceutical Sciences , Ningbo University , Ningbo 315211 , P. R. China
- Key Laboratory of Animal Protein Food Deep Processing Technology of Zhejiang Province , Ningbo University , Ningbo 315211 , P. R. China
- Marine Fishery Research Institute of Zhejiang Province , Zhoushan 316021 , P. R. China
| | - Xiaojun Zhang
- Marine Fishery Research Institute of Zhejiang Province , Zhoushan 316021 , P. R. China
- Zhoushan Fishery Environments & Aquatic Products Quality Monitoring Center of Ministry of Agriculture China , Zhoushan 316021 , P. R. China
| | - Hui Shi
- Marine Fishery Research Institute of Zhejiang Province , Zhoushan 316021 , P. R. China
| | - Wei Wang
- Marine Fishery Research Institute of Zhejiang Province , Zhoushan 316021 , P. R. China
| | - Zhaohui Qiao
- College of Food and Pharmaceutical Sciences , Ningbo University , Ningbo 315211 , P. R. China
- Key Laboratory of Animal Protein Food Deep Processing Technology of Zhejiang Province , Ningbo University , Ningbo 315211 , P. R. China
| | - Wenge Yang
- College of Food and Pharmaceutical Sciences , Ningbo University , Ningbo 315211 , P. R. China
- Key Laboratory of Animal Protein Food Deep Processing Technology of Zhejiang Province , Ningbo University , Ningbo 315211 , P. R. China
| | - Wenyi Du
- Sichuan MoDe Technology Co., Ltd. , Chengdu 610000 , P. R. China
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Zhao D, Lyu F, Liu S, Zhang J, Ding Y, Chen W, Zhou X. Involvement of bacterial quorum sensing signals in spoilage potential ofAeromonas veroniibv.veroniiisolated from fermented surimi. J Food Biochem 2017. [DOI: 10.1111/jfbc.12487] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Dandan Zhao
- Department of Food Science and Technology; Ocean College, Zhejiang University of Technology; Hangzhou 310014 China
- Food Science Institute; Zhejiang Academy of Agricultural Sciences; Hangzhou 310021 China
| | - Fei Lyu
- Department of Food Science and Technology; Ocean College, Zhejiang University of Technology; Hangzhou 310014 China
| | - Shulai Liu
- Department of Food Science and Technology; Ocean College, Zhejiang University of Technology; Hangzhou 310014 China
| | - Jianyou Zhang
- Department of Food Science and Technology; Ocean College, Zhejiang University of Technology; Hangzhou 310014 China
| | - Yuting Ding
- Department of Food Science and Technology; Ocean College, Zhejiang University of Technology; Hangzhou 310014 China
| | - Wenxuan Chen
- Food Science Institute; Zhejiang Academy of Agricultural Sciences; Hangzhou 310021 China
| | - Xuxia Zhou
- Department of Food Science and Technology; Ocean College, Zhejiang University of Technology; Hangzhou 310014 China
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Talagrand-Reboul E, Jumas-Bilak E, Lamy B. The Social Life of Aeromonas through Biofilm and Quorum Sensing Systems. Front Microbiol 2017; 8:37. [PMID: 28163702 PMCID: PMC5247445 DOI: 10.3389/fmicb.2017.00037] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 01/06/2017] [Indexed: 01/25/2023] Open
Abstract
Bacteria of the genus Aeromonas display multicellular behaviors herein referred to as “social life”. Since the 1990s, interest has grown in cell-to-cell communication through quorum sensing signals and biofilm formation. As they are interconnected, these two self-organizing systems deserve to be considered together for a fresh perspective on the natural history and lifestyles of aeromonads. In this review, we focus on the multicellular behaviors of Aeromonas, i.e., its social life. First, we review and discuss the available knowledge at the molecular and cellular levels for biofilm and quorum sensing. We then discuss the complex, subtle, and nested interconnections between the two systems. Finally, we focus on the aeromonad multicellular coordinated behaviors involved in heterotrophy and virulence that represent technological opportunities and applied research challenges.
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Affiliation(s)
- Emilie Talagrand-Reboul
- Équipe Pathogènes Hydriques Santé Environnements, UMR 5569 HSM, Université de MontpellierMontpellier, France; Département d'Hygiène Hospitalière, Centre Hospitalier Régional Universitaire (CHRU) de MontpellierMontpellier, France
| | - Estelle Jumas-Bilak
- Équipe Pathogènes Hydriques Santé Environnements, UMR 5569 HSM, Université de MontpellierMontpellier, France; Département d'Hygiène Hospitalière, Centre Hospitalier Régional Universitaire (CHRU) de MontpellierMontpellier, France
| | - Brigitte Lamy
- Équipe Pathogènes Hydriques Santé Environnements, UMR 5569 HSM, Université de MontpellierMontpellier, France; Département de Bactériologie, Centre Hospitalier Universitaire (CHU) de NiceNice, France
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Li T, Cui F, Bai F, Zhao G, Li J. Involvement of Acylated Homoserine Lactones (AHLs) of Aeromonas sobria in Spoilage of Refrigerated Turbot (Scophthalmus maximus L.). SENSORS 2016; 16:s16071083. [PMID: 27420072 PMCID: PMC4970129 DOI: 10.3390/s16071083] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2016] [Revised: 07/04/2016] [Accepted: 07/08/2016] [Indexed: 11/16/2022]
Abstract
One quorum sensing strain was isolated from spoiled turbot. The species was determined by 16S rRNA gene analysis and classical tests, named Aeromonas sobria AS7. Quorum-sensing (QS) signals (N-acyl homoserine lactones (AHLs)) were detected by report strains and their structures were further determined by GC-MS. The activity changes of AHLs on strain growth stage as well as the influence of different culture conditions on secretion activity of AHLs were studied by the punch method. The result indicated that strain AS7 could induce report strains to produce typical phenotypic response. N-butanoyl-dl-homoserine lactone (C₄-HSL), N-hexanoyl-dl-homoserine lactone (C₆-HSL), N-octanoyl-dl-homoserine lactone (C₈-HSL), N-decanoyl-dl-homoserine lactone (C10-HSL), N-dodecanoyl-dl-homoserine lactone (C12-HSL) could be detected. The activities of AHLs were density-dependent and the max secretion level was at pH 8, sucrose culture, 1% NaCl and 32 h, respectively. The production of siderophore in strain AS7 was regulated by exogenous C₈-HSL, rather than C₆-HSL. Exogenous C₄-HSL and C₈-HSL accelerated the growth rate and population density of AS7 in turbot samples under refrigerated storage. However, according to the total viable counts and total volatile basic nitrogen (TVB-N) values of the fish samples, exogenous C₆-HSL did not cause spoilage of the turbot fillets. In conclusion, our results suggested that QS was involved in the spoilage of refrigerated turbot.
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Affiliation(s)
- Tingting Li
- College of Food Science, Southwest University, Chongqing 400715, China.
- College of Life Science, Dalian Nationalities University, Dalian 116029, China.
| | - Fangchao Cui
- College of Food Science and Technology, Bohai University, Jinzhou 121013, China.
| | - Fengling Bai
- College of Food Science and Technology, Bohai University, Jinzhou 121013, China.
| | - Guohua Zhao
- College of Food Science, Southwest University, Chongqing 400715, China.
| | - Jianrong Li
- College of Food Science, Southwest University, Chongqing 400715, China.
- College of Food Science and Technology, Bohai University, Jinzhou 121013, China.
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8
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Quorum sensing regulated phenotypes in Aeromonas hydrophila ATCC 7966 deficient in AHL production. ANN MICROBIOL 2016. [DOI: 10.1007/s13213-016-1196-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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9
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Effect of salinity and incubation time of planktonic cells on biofilm formation, motility, exoprotease production, and quorum sensing of Aeromonas hydrophila. Food Microbiol 2015; 49:142-51. [DOI: 10.1016/j.fm.2015.01.016] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Revised: 11/29/2014] [Accepted: 01/31/2015] [Indexed: 01/13/2023]
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10
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Nagar V, Sinha V, Bandekar JR. Diverse Profiles of N-acyl Homoserinel-Lactones, Biofilm, Virulence Genes and Integrons in Food-BorneAeromonasIsolates. J Food Sci 2015; 80:M1861-70. [DOI: 10.1111/1750-3841.12949] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 05/28/2015] [Indexed: 12/01/2022]
Affiliation(s)
- Vandan Nagar
- Food Technology Div.; Bhabha Atomic Research Centre; Mumbai 400 085 India
| | - Vibha Sinha
- Food Technology Div.; Bhabha Atomic Research Centre; Mumbai 400 085 India
| | - Jayant R. Bandekar
- Food Technology Div.; Bhabha Atomic Research Centre; Mumbai 400 085 India
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Kalia VC, Wood TK, Kumar P. Evolution of resistance to quorum-sensing inhibitors. MICROBIAL ECOLOGY 2014; 68:13-23. [PMID: 24194099 PMCID: PMC4012018 DOI: 10.1007/s00248-013-0316-y] [Citation(s) in RCA: 102] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Accepted: 10/14/2013] [Indexed: 05/23/2023]
Abstract
The major cause of mortality and morbidity in human beings is bacterial infection. Bacteria have developed resistance to most of the antibiotics primarily due to large-scale and "indiscriminate" usage. The need is to develop novel mechanisms to treat bacterial infections. The expression of pathogenicity during bacterial infections is mediated by a cell density-dependent phenomenon known as quorum sensing (QS). A wide array of QS systems (QSS) is operative in expressing the virulent behavior of bacterial pathogens. Each QSS may be mediated largely by a few major signals along with others produced in minuscule quantities. Efforts to target signal molecules and their receptors have proved effective in alleviating the virulent behavior of such pathogenic bacteria. These QS inhibitors (QSIs) have been reported to be effective in influencing the pathogenicity without affecting bacterial growth. However, evidence is accumulating that bacteria may develop resistance to QSIs. The big question is whether QSIs will meet the same fate as antibiotics.
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Affiliation(s)
- Vipin C Kalia
- Microbial Biotechnology and Genomics, CSIR-Institute of Genomics and Integrative Biology, Delhi University Campus, Mall Road, Delhi, 110007, India,
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Padmavathi AR, Pandian SK. Antibiofilm activity of biosurfactant producing coral associated bacteria isolated from gulf of mannar. Indian J Microbiol 2014; 54:376-82. [PMID: 25320434 DOI: 10.1007/s12088-014-0474-8] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2014] [Accepted: 05/15/2014] [Indexed: 12/28/2022] Open
Abstract
Coral Associated Bacteria (CAB) (N = 22) isolated from the mucus of the coral Acropora digitifera were screened for biosurfactants using classical screening methods; hemolysis test, lipase production, oil displacement, drop collapse test and emulsifying activity. Six CAB (U7, U9, U10, U13, U14, and U16) were found to produce biosurfactants and were identified by 16S ribosomal RNA gene sequencing as Providencia rettgeri, Psychrobacter sp., Bacillus flexus, Bacillus anthracis, Psychrobacter sp., and Bacillus pumilus respectively. Their cell surface hydrophobicity was determined by Microbial adhesion to hydrocarbon assay and the biosurfactants produced were extracted and characterized by Fourier Transform Infrared spectroscopy. Since the biosurfactants are known for their surface modifying capabilities, antibiofilm activity of positive isolates was evaluated against biofilm forming Pseudomonas aeruginosa ATCC10145. Stability of the active principle exhibiting antibiofilm activity was tested through various temperature treatments ranging from 60 to 100 °C and Proteinase K treatment. CAB isolates U7 and U9 exhibited stable antibiofilm activity even after exposure to higher temperatures which is promising for the development of novel antifouling agents for diverse industrial applications. Further, this is the first report on biosurfactant production by a coral symbiont.
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Tinh NTN, Dung NV, Trung CT, Thuy VT. In Vitro Characterization of a Recombinant AHL-Lactonase from Bacillus cereus Isolated from a Striped Catfish (Pangasianodon hypophthalmus) Pond. Indian J Microbiol 2013; 53:485-7. [PMID: 24426155 DOI: 10.1007/s12088-013-0415-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Accepted: 05/08/2013] [Indexed: 10/26/2022] Open
Abstract
aiiA gene encoding AHL-lactonase was isolated from Bacillus cereus strain N26.2, originating from a striped catfish (Pangasianodon hypophthalmus) pond in Vietnam. This gene, abbreviated as aiiA(N26.2), was cloned and expressed in a competent Escherichia coli strain BL21(DE3)pLysS. The resulting protein, abbreviated as AiiAN26.2, was highly active in the pH range of 6-8 and could retain 80 % of the maximum activity under storage for 5 days at 4 °C or for 3 days at 20 °C. These properties of AiiAN26.2 protein confers its future application via feed supplementation, with the purpose of controlling aquaculture pathogens which regulate the virulence via a quorum sensing system.
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Affiliation(s)
- Nguyen Thi Ngoc Tinh
- Research Institute for Aquaculture No. 2, 116 Nguyen Dinh Chieu, District 1, Ho Chi Minh City, Vietnam
| | - Nguyen Viet Dung
- Research Institute for Aquaculture No. 2, 116 Nguyen Dinh Chieu, District 1, Ho Chi Minh City, Vietnam
| | - Cao Thanh Trung
- Research Institute for Aquaculture No. 2, 116 Nguyen Dinh Chieu, District 1, Ho Chi Minh City, Vietnam
| | - Van Thi Thuy
- Research Institute for Aquaculture No. 2, 116 Nguyen Dinh Chieu, District 1, Ho Chi Minh City, Vietnam
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