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Zhang B, Sun Y, Han W, Ge W, Xu Z, Wang S, Yang Z, Yuan L. Interspecies interactions promote dual-species biofilm formation by Lactiplantibacillus plantarum and Limosilactobacillus fermentum: Phenotypic and metabolomic insights. Food Res Int 2025; 211:116388. [PMID: 40356168 DOI: 10.1016/j.foodres.2025.116388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 03/28/2025] [Accepted: 04/15/2025] [Indexed: 05/15/2025]
Abstract
Probiotics are live microorganisms offering various health benefits to hosts, but exposure to adverse conditions can compromise their viability during gastrointestinal transit. Probiotics in the biofilm state have been proven as an alternative way to the probiotic survival challenge; however, knowledge of mixed-species biofilms by probiotics is limited. This study aimed to examine the ecological interactions between Lactiplantibacillus plantarum LP-52 and Limosilactobacillus fermentum LF-56 from a phenotypic and metabolomics perspective during their mixed-species biofilm development. In specific, we investigated how their interaction changes bacterial growth, biofilm-forming capacity, biofilm structure, biofilm metabolic activity, EPS production, and biofilm tolerance under gastrointestinal conditions. Moreover, a comprehensive metabolomics analysis was conducted to identify different metabolic profiles and elucidate the underlying mechanisms during the development of mixed-species biofilm. Results showed that their cooperative interaction significantly promoted the planktonic cell growth of L. fermentum LF-56 and L. plantarum LP-52 during their co-cultivation. The synergistic effect also markedly improved the biofilm formation, with increased cell counts in biofilms and higher metabolic activity when compared to each single-species biofilm. Confocal laser scanning microscopy imaging showed denser and more diverse structures of mixed-species biofilm with higher coverage and thickness. In addition, dual-species biofilms were best tolerated under simulated gastric and intestinal conditions. Untargeted metabolomics assay identified 852 differential metabolites, primarily associated with seven pathways: two pathways of nucleotide metabolism (purine metabolism, pyrimidine metabolism), two pathways of carbohydrate metabolism (TCA cycle, glycolysis), alanine, aspartate, and glutamate metabolism, riboflavin metabolism, and ABC transporters, which an enhanced energy metabolism, stress adaptation, and potential biofunctional benefits. With this respect, this investigation underscores the benefits of mixed probiotics biofilms and contributes to further application of probiotics in the food and biotechnology industry.
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Affiliation(s)
- Bingxin Zhang
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China; Key Laboratory of Catering Food Processing and Safety Control, China General Chamber of Commerce, Yangzhou 225127, China
| | - Yuxin Sun
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
| | - Wenyu Han
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
| | - Wenwen Ge
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
| | - Zhenbo Xu
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510640, China
| | - Shuo Wang
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China; Key Laboratory of Catering Food Processing and Safety Control, China General Chamber of Commerce, Yangzhou 225127, China
| | - Zhenquan Yang
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China; Key Laboratory of Catering Food Processing and Safety Control, China General Chamber of Commerce, Yangzhou 225127, China
| | - Lei Yuan
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China; Key Laboratory of Catering Food Processing and Safety Control, China General Chamber of Commerce, Yangzhou 225127, China.
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Liu Y, Ge W, Sun Y, Dai H, Fan L, Yuan L, Yang Z, Jiao X. Unraveling the ecological interactions between dairy strains Bacillus licheniformis and Bacillus cereus during the dual-species biofilm formation. Food Microbiol 2025; 128:104716. [PMID: 39952760 DOI: 10.1016/j.fm.2024.104716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Revised: 12/05/2024] [Accepted: 12/16/2024] [Indexed: 02/17/2025]
Abstract
Bacillus cereus and Bacillus licheniformis are widely presented in dairy products. They can form thick biofilms on surfaces of dairy processing equipment, which may pose serious safety issues and spoilage of final dairy products. However, how ecological interactions between B. cereus and B. licheniformis affect the functions and stability of mixed-species biofilm remains uncovered. In this work, the altered profiles of a dual-species biofilm by dairy-derived B. cereus 121 and B. licheniformis 919 were investigated by RNA-sequencing analysis in combined with phenotype validation (bacterial growth, biofilm-forming capacity, biofilm EPS production, and biofilm structures). The results confirmed that the presence of B. cereus 121 reduced the growth of B. licheniformis 919 planktonic cells, and decreased the biofilm cell numbers of B. licheniformis 919 in the dual-species biofilm when compared to that in its single-species biofilm. The bacterial interaction also reduced the amount of proteins and carbohydrates in the biofilm matrix, and decreased the coverage, average thickness, and total biomass of biofilms. In addition, results from RNA-sequencing analysis showed that the bacterial interaction caused a total of 128 (B. licheniformis 919) and 216 (B. cereus 121) differentially expressed genes (DEGs) during the co-culture of planktonic cells. Functional annotation revealed that the DEGs of B. licheniformis 919 were mainly involved in 10 downregulated pathways including citrate cycle, pyruvate metabolism, nonribosomal peptide structures, glycolysis/gluconeogenesis, quorum sensing, alanine, aspartate and glutamate metabolism, oxidative phosphorylation, beta-Lactam resistance, arginine and proline metabolism, and beta-Alanine metabolism when co-cultured with B. cereus 121. On the other hand, the DEGs from B. cereus 121 were significantly enriched for two downregulated pathways (cysteine and methionine metabolism, and inositol phosphate metabolism) and four upregulated pathways (nitrogen metabolism, glyoxylate and dicarboxylate metabolism, glycine, serine and threonine metabolism, and propanoate metabolism). Results of this study facilitate updated knowledge of how bacterial interaction during the biofilm formation shapes the features of the mixed-species biofilm.
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Affiliation(s)
- Yang Liu
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Wenwen Ge
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Yuxin Sun
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Hongchao Dai
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Luyao Fan
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Lei Yuan
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China.
| | - Zhenquan Yang
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Xinan Jiao
- Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China
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Xiao J, Su L, Huang S, Zhou M, Chen Z. Integrated transcriptomics and metabolomics study on the biofilm formation of Haemophilus influenzae by the stimulation of amoxicillin-clavulanate at subinhibitory concentration. Microb Pathog 2025; 205:107650. [PMID: 40311943 DOI: 10.1016/j.micpath.2025.107650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 04/14/2025] [Accepted: 04/28/2025] [Indexed: 05/03/2025]
Abstract
Exposure to subinhibitory concentrations of β-lactam antibiotics has been shown to induce the biofilm formation of microorganisms, but the underlying mechanisms remain poorly understood. This study aims to explore the effect of different concentrations of amoxicillin-clavulanate, the most commonly used antibiotic in pediatrics, on the biofilm formation of Haemophilus influenza (H. influenzae) in vitro and to explore the underlying mechanisms. The effect of amoxicillin-clavulanate on the in vitro biofilm formation was assessed by crystal violet assay, colony counts, MTT colorimetric method, scanning electron microscopy, and confocal laser scanning microscopy. Integrated transcriptomics and metabolomics analyses were performed to identify key genes and metabolites. Our findings revealed that 1/2 MIC of amoxicillin-clavulanate significantly enhanced H. influenzae ATCC 49247 biofilm formation in vitro, while simultaneously reducing culturable bacterial counts and metabolic activity of biofilm-embedded bacteria. When exposed to 1/2 MIC of amoxicillin-clavulanate, the biofilm ultrastructure was altered, with an increase in biofilm structure, a decrease in bacteria embedded within the biofilms with abnormal bacterial morphology. Transcriptomics identified 118 differentially expressed genes (DEGs), comprising 62 upregulated and 56 downregulated genes. Metabolomics identified 21 differentially expressed metabolites (DEMs), with 13 upregulated and 8 downregulated. Integrated transcriptomics and metabolomics implicated amino sugar and nucleotide sugar metabolism as a key regulatory pathway. This study has provided novel insights into the relationship between a commonly prescribed pediatric antibiotic and H. influenzae biofilm formation, elucidating the underlying mechanisms, emphasizing the critical importance of judicious antibiotic use and clinical consideration of subinhibitory antibiotic effects, particularly in pediatric populations.
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Affiliation(s)
- Jiying Xiao
- Department of Pulmonology, Hangzhou Children's Hospital, Hangzhou, Zhejiang, 310015, China
| | - Lin Su
- Department of Pulmonology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310052, China; National Clinical Research Center for Child Health, National Children's Regional Medical Center, Hangzhou, Zhejiang, 310052, China
| | - Shumin Huang
- Department of Pulmonology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310052, China; National Clinical Research Center for Child Health, National Children's Regional Medical Center, Hangzhou, Zhejiang, 310052, China
| | - Mingming Zhou
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Hangzhou, Zhejiang, 310052, China; Department of Clinical Laboratory, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310052, China.
| | - Zhimin Chen
- Department of Pulmonology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310052, China; National Clinical Research Center for Child Health, National Children's Regional Medical Center, Hangzhou, Zhejiang, 310052, China.
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Fu CM, Luo SQ, Tang DR, Zhang YM, Xu JW, Lin LB, Zhang QL. Effect of bacteriocin RSQ01 on milk microbiota during pasteurized milk preservation. J Dairy Sci 2025:S0022-0302(25)00234-6. [PMID: 40222673 DOI: 10.3168/jds.2025-26395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Accepted: 03/13/2025] [Indexed: 04/15/2025]
Abstract
Milk has high risk for microbial contamination. RSQ01, a bacteriocin, previously has shown potentiality for pasteurized milk preservation. This study analyzed the effects of RSQ01 on milk microbiota by comparison of bacterial number and composition in 3 pasteurized milk groups: controls without RSQ01, treatment group with the addition of 2 × MIC (low concentration) and 4 × MIC RSQ01 (high concentration). Integrated 16S rDNA sequencing and metagenomics of these groups after 3 d of storage showed inhibition of RSQ01 on microbiota diversity. Pathogenic bacteria such as Salmonella showed a decrease in relative abundance after RSQ01 treatment, while probiotic bacteria such as Lactococcus showed an increase, indicating that RSQ01 contributed to milk preservation by maintaining a low abundance of pathogens and a relatively high abundance of probiotics. Further investigations revealed that milk preservation was primarily attributed to the ability of RSQ01 to decrease the relative abundance of genes related to metabolism of energy and nutrients (e.g., vitamins, lipids, and amino acids) of microbiota, with change of genetic, environmental, and cellular processes. Interestingly, RSQ01 generally reduced the relative abundance of virulence factors- and quorum-sensing-related genes in microbiota, likely reducing virulence and resistance. The findings provided insights into microbiomics mechanisms regarding pasteurized milk preservation of bacteriocins.
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Affiliation(s)
- Chao-Min Fu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Yunnan Kunming 650500, China; Engineering Research Center for Replacement Technology of Feed Antibiotics of Yunnan College, Yunnan Kunming 650500, China
| | - Shi-Qi Luo
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Yunnan Kunming 650500, China; Engineering Research Center for Replacement Technology of Feed Antibiotics of Yunnan College, Yunnan Kunming 650500, China
| | - Da-Rui Tang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Yunnan Kunming 650500, China
| | - Yan-Mei Zhang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Yunnan Kunming 650500, China
| | - Jun-Wei Xu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Yunnan Kunming 650500, China
| | - Lian-Bing Lin
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Yunnan Kunming 650500, China; Engineering Research Center for Replacement Technology of Feed Antibiotics of Yunnan College, Yunnan Kunming 650500, China
| | - Qi-Lin Zhang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Yunnan Kunming 650500, China; Engineering Research Center for Replacement Technology of Feed Antibiotics of Yunnan College, Yunnan Kunming 650500, China.
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Yuan L, Liu Y, Mi Z, Xiong D, Zhou W, Xu Z, Yang Z, Jiao XA. Dual-species biofilm and other profiles altered by interactions between Salmonella Typhimurium and Pseudomonas fluorescens isolated from meat. Food Res Int 2025; 203:115914. [PMID: 40022417 DOI: 10.1016/j.foodres.2025.115914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 01/30/2025] [Accepted: 02/02/2025] [Indexed: 03/03/2025]
Abstract
Salmonella Typhimurium is a significant foodborne pathogen that poses substantial health risks to humans. Pseudomonas fluorescens is a key bacterium responsible for meat deterioration through the production of spoilage-associated enzymes. Both species are widely presented in meat, and can form dense biofilms on slaughterhouse equipment surfaces, acting as persistent sources of bacterial contamination that compromise both safety and quality issues in the meat industry. However, how ecological interactions between S. Typhimurium and P. fluorescens affect the function and stability of mixed-species biofilms remain largely unexplored. The purpose of this work is to investigate the altered profiles of a mixed-species biofilm by meat-derived S. Typhimurium N25 and P. fluorescens PF2 through RNA-sequencing analysis in combined with phenotype validation, including the bacterial growth and antibiotic resistance of planktonic cells, biofilm-forming capacity, biofilm structures, and biofilm EPS production. The results demonstrated that the presence of S. Typhimurium inhibited the growth of P. fluorescens PF2 in its planktonic state, and reduced the biofilm cell count of P. fluorescens PF2 in mixed-species biofilm when compared to that in mono-species biofilm. Furthermore, the bacterial interaction led to decreased protein and carbohydrate contents in the biofilm matrix, and reductions in biofilm coverage, average thickness, and total biomass. RNA-sequencing analysis revealed that 580 differentially expressed genes (DEGs) were mainly involved in eight downregulated pathways related to carbohydrate, amino acid, and organic acid salt metabolism. Additionally, 62 DEGs in S. Typhimurium N25 were significantly enriched in five upregulated pathways (bacterial chemotaxis, bacterial invasion of epithelial cells, Salmonella infection, two-component system, and flagellar assembly). The results facilitate updated knowledge of the complex dynamics governing biofilms formation by S. Typhimurium and P. fluorescens, which provide a theoretical foundation for improved control strategies to ensure meat safety in the food industry.
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Affiliation(s)
- Lei Yuan
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China
| | - Yang Liu
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Zizhuo Mi
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Dan Xiong
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China
| | - Wenyuan Zhou
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Zhenbo Xu
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510640, China
| | - Zhenquan Yang
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China.
| | - Xin-An Jiao
- Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China
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Anamul Hasan Chowdhury M, Ashrafudoulla M, Isaïe Ulrich Mevo S, Mahamud AGMSU, Sanat Anjum Reem C, Jie-Won Ha A, Ha SD. Efficacy of orange terpene against Escherichia coli biofilm on beef and food contact surfaces. Food Res Int 2024; 197:115204. [PMID: 39593289 DOI: 10.1016/j.foodres.2024.115204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 09/21/2024] [Accepted: 10/17/2024] [Indexed: 11/28/2024]
Abstract
Foodborne pathogen Escherichia coli frequently causes foodborne infections. In our study, we investigated the antibiofilm activity of orange terpene (OT) against E. coli biofilms on a food surface (beef) and different surfaces that come into touch with food, including stainless steel (SS), polyethylene terephthalate (PET), low-density polyethylene (LDPE), and rubber (SR). The study findings revealed that OT significantly (P < 0.05) eliminated 48-h-old biofilms from all food contact surfaces (SS: 2.09 log CFU/cm2, PET: 1.95 log CFU/cm2, LDPE: 1.94 log CFU/cm2, and SR: 1.4 log CFU/cm2). Additionally, on beef surfaces, OT at a minimum inhibitory concentration (MIC) of 0.13 % demonstrated the ability to inhibit biofilm development by approximately 1.5 log CFU/cm2 and reduced pre-formed biofilms by 2.02 log CFU/cm2. Our sensory evaluations showed that it had no adverse impacts on beef color and texture, although it slightly altered the natural odor of beef. Quantitative and qualitative assessments showed that OT has strong bactericidal actions on biofilm populations. It significantly altered cell surface hydrophobicity, reduced cellular ATP levels, and inhibited cell auto-aggregation in planktonic cells (P < 0.05). As a result, our findings emphasize the antibacterial potentiality of OT in reducing the biofilm of E. coli in the food sector.
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Affiliation(s)
- Md Anamul Hasan Chowdhury
- Department of Food Safety and Regulatory Science, Chung-Ang University, Anseong-si, Gyeonggi-Do 17546, Republic of Korea; GreenTech-based Food Safety Research Group, BK21 Four, Chung-Ang University, 4726 Seodong-daero, Anseong, Gyeonggi-do 17546, Republic of Korea.
| | - Md Ashrafudoulla
- National Eye Institute, National Institute of Health, 9000 Rockville Pike, Bethesda, MD 20892, USA
| | - Senakpon Isaïe Ulrich Mevo
- Department of Food Safety and Regulatory Science, Chung-Ang University, Anseong-si, Gyeonggi-Do 17546, Republic of Korea; GreenTech-based Food Safety Research Group, BK21 Four, Chung-Ang University, 4726 Seodong-daero, Anseong, Gyeonggi-do 17546, Republic of Korea
| | - A G M Sofi Uddin Mahamud
- Department of Food Safety and Regulatory Science, Chung-Ang University, Anseong-si, Gyeonggi-Do 17546, Republic of Korea; GreenTech-based Food Safety Research Group, BK21 Four, Chung-Ang University, 4726 Seodong-daero, Anseong, Gyeonggi-do 17546, Republic of Korea
| | - Chowdhury Sanat Anjum Reem
- Department of Food Safety and Regulatory Science, Chung-Ang University, Anseong-si, Gyeonggi-Do 17546, Republic of Korea; GreenTech-based Food Safety Research Group, BK21 Four, Chung-Ang University, 4726 Seodong-daero, Anseong, Gyeonggi-do 17546, Republic of Korea
| | - Angela Jie-Won Ha
- GreenTech-based Food Safety Research Group, BK21 Four, Chung-Ang University, 4726 Seodong-daero, Anseong, Gyeonggi-do 17546, Republic of Korea; Sofitel Ambassador Seoul Hotel & Serviced Residences, Seoul, Republic of Korea
| | - Sang-Do Ha
- Department of Food Safety and Regulatory Science, Chung-Ang University, Anseong-si, Gyeonggi-Do 17546, Republic of Korea; GreenTech-based Food Safety Research Group, BK21 Four, Chung-Ang University, 4726 Seodong-daero, Anseong, Gyeonggi-do 17546, Republic of Korea.
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Gandasurya G, Waturangi DE, Papuangan N, Nurhasanah, Julyantoro PGS. Supernatant of plant-associated bacteria potency against biofilms formed by foodborne pathogen and food spoilage bacteria. BMC Res Notes 2024; 17:338. [PMID: 39543762 PMCID: PMC11566819 DOI: 10.1186/s13104-024-06997-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 11/04/2024] [Indexed: 11/17/2024] Open
Abstract
OBJECTIVES Food products are often contaminated by pathogens and spoilage bacteria. Most of them can form biofilms, a community of cells embedded in protective extracellular matrix layers resistant to harsh conditions, including antibiotics. Therefore, alternative antibiofilm agents are required to overcome biofilm formation. This study aims to determine and quantify the antibiofilm activity of supernatants from plant-associated bacteria against biofilms of foodborne pathogen and food spoilage bacterium, namely Bacillus cereus and Bacillus subtilis. RESULTS Plant-associated bacteria (PAB) have shown promising antibiofilm activities against biofilm-forming pathogens in previous studies. Thirteen PAB isolated from Ternate, Indonesia were used in this study. Supernatants of PAB were subjected to antimicrobial activity and quorum quenching detection, both using the well diffusion method. Four supernatants inhibited the growth of B. subtilis, but none affected the growth of B. cereus. Eight supernatants were able to disrupt the quorum sensing system of an indicator bacterium, wild-type Chromobacterium violaceum. Biofilm inhibition and destruction were quantified using 96-well microplates. The highest biofilm inhibition and destruction activities of PAB supernatants against each of B. cereus and B. subtilis biofilms were > 76%, and were later confirmed by light microscope and scanning electron microscope. Brine shrimp lethality assay (BSLA) was conducted and revealed that the selected PAB supernatants were non-toxic. The 16S rRNA gene of PAB were sequenced and they showed similarities to Bacillus, Priestia, and Chryseobacterium. Compounds in the supernatants were determined by GC-MS which revealed contents of fatty acids, ethyl esters, and diketopiperazines. Therefore, PAB supernatants have potential as antibiofilm agents against biofilm formed by Bacillus cereus and Bacillus subtilis.
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Affiliation(s)
- Gabriella Gandasurya
- Department of Food Technology, Faculty of Biotechnology, Atma Jaya Catholic University of Indonesia, Jalan Raya Cisauk Lapan, Tangerang, Banten, 15345, Indonesia
| | - Diana Elizabeth Waturangi
- Department of Master in Biotechnology, Faculty of Biotechnology, Atma Jaya Catholic University of Indonesia, Jalan Jenderal Sudirman 51, Jakarta, 12930, Indonesia.
| | - Nurmaya Papuangan
- Department of Biology Education, Faculty of Teacher Training and Education, Khairun University, Ternate, 97728, Indonesia
| | - Nurhasanah
- Department of Biology Education, Faculty of Teacher Training and Education, Khairun University, Ternate, 97728, Indonesia
| | - Pande Gde Sasmita Julyantoro
- Department of Aquatic Resources Management, Faculty of Marine Science and Fisheries, University of Udayana, Denpasar, Bali, 80361, Indonesia
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Ji X, Fan D, Wang J, Zhang B, Hu Y, Lv H, Wu J, Sun Y, Liu J, Zhang Y, Wang S. Cronobacter sakazakii lysozyme inhibitor LprI mediated by HmsP and c-di-GMP is essential for biofilm formation and virulence. Appl Environ Microbiol 2024; 90:e0156424. [PMID: 39297664 PMCID: PMC11497839 DOI: 10.1128/aem.01564-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 09/02/2024] [Indexed: 10/25/2024] Open
Abstract
Cronobacter sakazakii poses a significant threat, particularly to neonates and infants. Despite its strong pathogenicity, understanding of C. sakazakii biofilms and their role in infections remains limited. This study investigates the roles of HmsP and c-di-GMP in biofilm formation and identifies key genetic and proteomic elements involved. Gene knockout experiments reveal that HmsP and c-di-GMP are linked to biofilm formation in C. sakazakii. Comparative proteomic profiling identifies the lysozyme inhibitor protein LprI, which is downregulated in hmsP knockouts and upregulated in c-di-GMP knockouts, as a potential biofilm formation factor. Further investigation of the lprI knockout strain shows significantly reduced biofilm formation and decreased virulence in a rat infection model. Additionally, LprI is demonstrated to bind extracellular DNA, suggesting a role in anchoring C. sakazakii within the biofilm matrix. These findings enhance our understanding of the molecular mechanisms underlying biofilm formation and virulence in C. sakazakii, offering potential targets for therapeutic intervention and food production settings.IMPORTANCECronobacter sakazakii is a bacterium that poses a severe threat to neonates and infants. This research elucidates the role of the lysozyme inhibitor LprI, modulated by HmsP and c-di-GMP, and uncovers a key factor in biofilm formation and virulence. The findings offer crucial insights into the molecular interactions that enable C. sakazakii to form resilient biofilms and persist in hostile environments, such as those found in food production facilities. These insights not only enhance our understanding of C. sakazakii pathogenesis but also identify potential targets for novel therapeutic interventions to prevent or mitigate infections. This work is particularly relevant to public health and the food industry, where controlling C. sakazakii contamination in powdered infant formula is vital for safeguarding vulnerable populations.
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Affiliation(s)
- Xuemeng Ji
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Dancai Fan
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Jin Wang
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Bowei Zhang
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Yaozhong Hu
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Huan Lv
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Jing Wu
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Yi Sun
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Jingmin Liu
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Yan Zhang
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
| | - Shuo Wang
- Tianjin Key Laboratory of Food Science and Health, School of Medicine, Nankai University, Tianjin, China
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9
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Mahdavi P, Aliakbarlu J. Antibiofilm Effect of Sequential Application of Ozonated Water, Acetic Acid and Lactic Acid on Salmonella Typhimurium and Staphylococcus aureus Biofilms In Vitro. J Food Prot 2024; 87:100336. [PMID: 39074613 DOI: 10.1016/j.jfp.2024.100336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 07/19/2024] [Accepted: 07/24/2024] [Indexed: 07/31/2024]
Abstract
Biofilms are highly resistant to disinfectants and antimicrobials and are known as the primary source of food contamination. Salmonella Typhimurium (S. Typhimurium) and Staphylococcus aureus (S. aureus) have an excellent ability to form biofilm. This study aimed to evaluate the antibiofilm activity of ozonated water (O), acetic acid (AA), and lactic acid (LA), individually and sequentially, against biofilms of S. Typhimurium and S. aureus formed on the polystyrene surfaces. The antibiofilm effects of the treatments were evaluated using crystal violet staining and the viable count determination methods. In the staining method, the highest percentage of biofilm mass reduction was induced by successive use of ozonated water and acetic acid (O-AA), which reduced S. aureus biofilm mass by 44.36%. The sequential use of ozonated water and lactic acid (O-LA) could decrease S. Typhimurium biofilm mass by 57.26%. According to the viable count method, the most effective treatment was the sequential use of ozonated water and lactic acid (O-LA), which reduced S. aureus and S. Typhimurium biofilms by 1.76 and 4.06 log, respectively. It was concluded that the sequential use of ozonated water and organic acids can be considered a practical and environmentally friendly approach to control biofilms.
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Affiliation(s)
- Parvin Mahdavi
- Department of Food Hygiene and Quality Control, Faculty of Veterinary Medicine, Urmia University, Urmia 5756151818, Iran
| | - Javad Aliakbarlu
- Department of Food Hygiene and Quality Control, Faculty of Veterinary Medicine, Urmia University, Urmia 5756151818, Iran.
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10
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Wang H, Fan Q, Wang Y, Yi L, Wang Y. Multi-omics analysis reveals genes and metabolites involved in Streptococcus suis biofilm formation. BMC Microbiol 2024; 24:297. [PMID: 39127666 PMCID: PMC11316374 DOI: 10.1186/s12866-024-03448-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 07/29/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Streptococcus suis is an important zoonotic pathogen. Biofilm formation largely explains the difficulty in preventing and controlling S. suis. However, little is known about the molecular mechanism of S. suis biofilm formation. RESULTS In this study, transcriptomic and metabolomic analyses of S. suis in biofilm and planktonic states were performed to identify key genes and metabolites involved in biofilm formation. A total of 789 differential genes and 365 differential metabolites were identified. By integrating transcriptomics and metabolomics, five main metabolic pathways were identified, including amino acid pathway, nucleotide metabolism pathway, carbon metabolism pathway, vitamin and cofactor metabolism pathway, and aminoacyl-tRNA biosynthesis metabolic pathway. CONCLUSIONS These results provide new insights for exploring the molecular mechanism of S. suis biofilm formation.
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Affiliation(s)
- Haikun Wang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, 471000, China
- Henan Provincial Engineering Research Center for Detection and Prevention and Control of Emerging Infectious Diseases in Livestock and Poultry, Luoyang, 471003, China
| | - Qingying Fan
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, 471000, China
- Henan Provincial Engineering Research Center for Detection and Prevention and Control of Emerging Infectious Diseases in Livestock and Poultry, Luoyang, 471003, China
| | - Yuxin Wang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, 471000, China
- Henan Provincial Engineering Research Center for Detection and Prevention and Control of Emerging Infectious Diseases in Livestock and Poultry, Luoyang, 471003, China
| | - Li Yi
- Henan Provincial Engineering Research Center for Detection and Prevention and Control of Emerging Infectious Diseases in Livestock and Poultry, Luoyang, 471003, China
- College of Life Science, Luoyang Normal University, Luoyang, 471934, China
| | - Yang Wang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, 471000, China.
- Henan Provincial Engineering Research Center for Detection and Prevention and Control of Emerging Infectious Diseases in Livestock and Poultry, Luoyang, 471003, China.
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11
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Hongchao D, Ma L, Xu Z, Soteyome T, Yuan L, Yang Z, Jiao XA. Invited review: Role of Bacillus licheniformis in the dairy industry- friends or foes? J Dairy Sci 2024:S0022-0302(24)00904-4. [PMID: 38851582 DOI: 10.3168/jds.2024-24826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 05/07/2024] [Indexed: 06/10/2024]
Abstract
Bacillus licheniformis is one of the major spore-forming bacteria with great genotypic diversity in raw milk, dairy ingredients, final dairy products, and is found throughout the dairy processing continuum. Though being widely used as a probiotic strain, this species also serves as a potential risk in the dairy industry based on its roles in foodborne illness and dairy spoilage. Biofilm formation of B. licheniformis in combined with the heat resistance of its spores, make it impossible to prevent the presence of B. licheniformis in final dairy products by traditional cleaning and disinfection procedures. Despite the extensive efforts on the identification of B. licheniformis from various dairy samples, no reviews have been reported on both hazard and benefits of this spore-former. This review discusses the prevalence of B. licheniformis from raw milk to commercial dairy products, biofilm formation and spoilage potential of B. licheniformis, and its potential prevention methods. In addition, the potential benefits of B. licheniformis in the dairy industry were also summarized.
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Affiliation(s)
- Dai Hongchao
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu, 225127 China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu, 225009 China
| | - Lili Ma
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu, 225127 China
| | - Zhenbo Xu
- School of Food Science and Engineering, Guangdong Province Key Laboratory for Green Processing of Natural Products and Product Safety, Engineering Research Center of Starch and Vegetable Protein Processing Ministry of Education, South China University of Technology, Guangzhou 510640, China; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, United States; Home Economics Technology, Rajamangala University of Technology Phra Nakhon, Bangkok, Thailand
| | - Thanapop Soteyome
- Home Economics Technology, Rajamangala University of Technology Phra Nakhon, Bangkok, Thailand
| | - Lei Yuan
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu, 225127 China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu, 225009 China.
| | - Zhenquan Yang
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu, 225127 China
| | - Xin-An Jiao
- Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu, 225009 China
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12
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Fan L, Liu S, Dai H, Yuan L, Yang Z, Jiao XA. Genotype-phenotype evaluation of the heterogeneity in biofilm formation by diverse Bacillus licheniformis strains isolated from dairy products. Int J Food Microbiol 2024; 416:110660. [PMID: 38460236 DOI: 10.1016/j.ijfoodmicro.2024.110660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 02/05/2024] [Accepted: 03/03/2024] [Indexed: 03/11/2024]
Abstract
The spoilage bacterium Bacillus licheniformis has been identified as a quick and strong biofilm former in the dairy industry. In our previous study, intra-species variation in bacterial biofilms has been observed in diverse B. licheniformis strains from different genetic backgrounds; however, the mechanisms driving the observed heterogeneity of biofilms remain to be determined. In this study, the genotype-phenotype evaluation of the heterogeneity in biofilm formation of four B. licheniformis strains were examined. The heterogeneity in biofilm phenotype was accessed in aspects of bacterial growth and motility, cell viability, biofilm matrix production, and biofilm architectures. The underlying mechanisms of the intra-species variability in biofilms were also explored by whole genome resequencing (WGR). Results from bacterial motility tests showed a diverse motility among the strains, but there was no clear correlation between bacterial motility and biofilm formation. The cell viability results showed a different number of live cells in biofilms at the intra-species level. Analysis of chemical components in biofilm matrix demonstrated the great intra-species differences regarding extracellular matrix composition, and a negative correlation between biofilm formation on stainless steel and the protein: carbohydrate ratio in biofilm matrix was observed. Confocal laser scanning microscopy analysis also revealed the intra-species variability by showing great differences in general properties of B. licheniformis biofilms. WGR results identified important pathways involved in biofilm formation, such as two-component systems, quorum sensing, starch and sucrose metabolism, ABC transporters, glyoxylate and dicarboxylate metabolism, purine metabolism, and a phosphotransferase system. Overall, the above results emphasize the necessity of exploring the intra-species variation in biofilms, and would provide in-depth knowledge for designing efficient biofilm control strategies in the dairy industry.
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Affiliation(s)
- Luyao Fan
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Siqi Liu
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Hongchao Dai
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Lei Yuan
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China; Key Laboratory of Dairy Science (Northeast Agricultural University), Ministry of Education, Harbin 150030, China.
| | - Zhenquan Yang
- School of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Xin-An Jiao
- Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China
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13
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Yuan L, Zhang Y, Mi Z, Zheng X, Wang S, Li H, Yang Z. Calcium-mediated modulation of Pseudomonas fluorescens biofilm formation. J Dairy Sci 2024; 107:1950-1966. [PMID: 37949404 DOI: 10.3168/jds.2023-23860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023]
Abstract
Biofilm formation is usually affected by many environmental factors, including divalent cations. The purpose of the current work was to analyze how calcium (Ca2+) affects the biofilm formation of dairy Pseudomonas fluorescens isolates by investigating their growth, swarming motility, biofilm-forming capacity, extracellular polymeric substance production, and biofilm structures. Moreover, the regulation mechanism of Ca2+ involved in its biofilm formation was explored through RNA-sequencing analysis. This work revealed that supplementation of 5, 10, 15, and 20 mM Ca2+ significantly reduced the swarming motility of P. fluorescens strains (P.F2, P.F4, and P.F17), but the biofilm-forming ability and polysaccharide production were increased after the supplementation of 5 and 10 mM Ca2+. By the supplementation of Ca2+, complex structures with more cell clusters glued together in P. fluorescens P.F4 biofilms were confirmed by scanning electron microscopy, and increased biomass and coverage of P. fluorescens P.F4 biofilms were observed by confocal laser scanning microscopy. In addition, RNA-sequencing results showed that P. fluorescens P.F4 showed a transcriptional response to the supplementation of 10 mM Ca2+, and a total of 137 genes were significantly expressed. The differential genes were represented in 4 upregulated Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways (nonribosomal peptide structures, quorum sensing, biosynthesis of siderophore group nonribosomal peptides, and phenylalanine metabolism), and 4 downregulated KEGG pathways (flagellar assembly, amino sugar and nucleotide sugar metabolism, nitrotoluene degradation, and cationic antimicrobial peptide resistance). The results indicate that Ca2+ might serve as an enhancer to substantially trigger the biofilm formation of dairy P. fluorescens isolates in the dairy industry.
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Affiliation(s)
- Lei Yuan
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China; Key Laboratory of Dairy Science (Northeast Agricultural University), Ministry of Education, Harbin 150030, China; Fujian Provincial Key Laboratory of Food Microbiology and Enzyme Engineering, Xiamen 361021, China
| | - Yanhe Zhang
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
| | - Zizhuo Mi
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
| | - Xiangfeng Zheng
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
| | - Shuo Wang
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
| | - Huaxiang Li
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China.
| | - Zhenquan Yang
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China.
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14
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Fan L, Dai H, Zhou W, Yuan L, Yang J, Yang Z, Jiao XA. Unraveling the significance of calcium as a biofilm promotion signal for Bacillus licheniformis strains isolated from dairy products. Food Res Int 2024; 182:114145. [PMID: 38519175 DOI: 10.1016/j.foodres.2024.114145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/15/2024] [Accepted: 02/17/2024] [Indexed: 03/24/2024]
Abstract
Bacillus licheniformis, a quick and strong biofilm former, is served as a persistent microbial contamination in the dairy industry. Its biofilm formation process is usually regulated by environmental factors including the divalent cation Ca2+. This work aims to investigate how different concentrations of Ca2+ change biofilm-related phenotypes (bacterial motility, biofilm-forming capacity, biofilm structures, and EPS production) of dairy B. licheniformis strains. The Ca2+ ions dependent regulation mechanism for B. licheniformis biofilm formation was further investigated by RNA-sequencing analysis. Results revealed that supplementation of Ca2+ increased B. licheniformis biofilm formation in a dose-dependent way, and enhanced average coverage and thickness of biofilms with complex structures were observed by confocal laser scanning microscopy. Bacterial mobility of B. licheniformis was increased by the supplementation of Ca2+ except the swarming ability at 20 mM of Ca2+. The addition of Ca2+ decreased the contents of polysaccharides but promoted proteins production in EPS, and the ratio of proteins/polysaccharides content was significantly enhanced with increasing Ca2+ concentrations. RNA-sequencing results clearly indicated the variation in regulating biofilm formation under different Ca2+ concentrations, as 939 (671 upregulated and 268 downregulated) and 951 genes (581 upregulated and 370 downregulated) in B. licheniformis BL2-11 were induced by 10 and 20 mM of Ca2+, respectively. Differential genes were annotated in various KEGG pathways, including flagellar assembly, two-component system, quorum sensing, ABC transporters, and related carbohydrate and amino acid metabolism pathways. Collectively, the results unravel the significance of Ca2+ as a biofilm-promoting signal for B. licheniformis in the dairy industry.
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Affiliation(s)
- Luyao Fan
- College of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Hongchao Dai
- College of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Wenyuan Zhou
- College of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Lei Yuan
- College of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China; Key Laboratory of Dairy Science (Northeast Agricultural University), Ministry of Education, Harbin, Heilongjiang 150030, China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China.
| | - Jia Yang
- Yangzhou Institute for Food and Drug Control, Yangzhou, Jiangsu 225106, China
| | - Zhenquan Yang
- College of Food Science and Engineering, Yangzhou University, Yangzhou, Jiangsu 225127, China
| | - Xin-An Jiao
- Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu 225009, China
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15
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Mirzaei R, Campoccia D, Ravaioli S, Arciola CR. Emerging Issues and Initial Insights into Bacterial Biofilms: From Orthopedic Infection to Metabolomics. Antibiotics (Basel) 2024; 13:184. [PMID: 38391570 PMCID: PMC10885942 DOI: 10.3390/antibiotics13020184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/29/2024] [Accepted: 02/07/2024] [Indexed: 02/24/2024] Open
Abstract
Bacterial biofilms, enigmatic communities of microorganisms enclosed in an extracellular matrix, still represent an open challenge in many clinical contexts, including orthopedics, where biofilm-associated bone and joint infections remain the main cause of implant failure. This study explores the scenario of biofilm infections, with a focus on those related to orthopedic implants, highlighting recently emerged substantial aspects of the pathogenesis and their potential repercussions on the clinic, as well as the progress and gaps that still exist in the diagnostics and management of these infections. The classic mechanisms through which biofilms form and the more recently proposed new ones are depicted. The ways in which bacteria hide, become impenetrable to antibiotics, and evade the immune defenses, creating reservoirs of bacteria difficult to detect and reach, are delineated, such as bacterial dormancy within biofilms, entry into host cells, and penetration into bone canaliculi. New findings on biofilm formation with host components are presented. The article also delves into the emerging and critical concept of immunometabolism, a key function of immune cells that biofilm interferes with. The growing potential of biofilm metabolomics in the diagnosis and therapy of biofilm infections is highlighted, referring to the latest research.
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Affiliation(s)
- Rasoul Mirzaei
- Venom and Biotherapeutics Molecules Laboratory, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, Tehran 1316943551, Iran;
| | - Davide Campoccia
- Laboratorio di Patologia delle Infezioni Associate all’Impianto, IRCCS Istituto Ortopedico Rizzoli, Via di Barbiano 1/10, 40136 Bologna, Italy; (D.C.); (S.R.)
| | - Stefano Ravaioli
- Laboratorio di Patologia delle Infezioni Associate all’Impianto, IRCCS Istituto Ortopedico Rizzoli, Via di Barbiano 1/10, 40136 Bologna, Italy; (D.C.); (S.R.)
| | - Carla Renata Arciola
- Laboratory of Immunorheumatology and Tissue Regeneration, Laboratory of Pathology of Implant Infections, IRCCS Istituto Ortopedico Rizzoli, Via di Barbiano 1/10, 40136 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Via San Giacomo 14, 40126 Bologna, Italy
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16
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Sun Y, Geng C, Liu W, Liu Y, Ding L, Wang P. Investigating the Impact of Disrupting the Glutamine Metabolism Pathway on Ammonia Excretion in Crucian Carp ( Carassius auratus) under Carbonate Alkaline Stress Using Metabolomics Techniques. Antioxidants (Basel) 2024; 13:170. [PMID: 38397768 PMCID: PMC10885916 DOI: 10.3390/antiox13020170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/25/2024] Open
Abstract
With the gradual decline in freshwater resources, the space available for freshwater aquaculture is diminishing and the need to maximize saline water for aquaculture is increasing. This study aimed to elucidate the impact mechanisms of the disruption of the glutamate pathway on serum metabolism and ammonia excretion in crucian carp (Carassius auratus) under carbonate alkaline stress. A freshwater control group (C group), a 20 mmol/L NaHCO3 stress group (L group), and a 40 mmol/L NaHCO3 stress group (H group) were established. After 30 days of exposure, methionine sulfoximine (MSO) was injected to block the glutamate pathway metabolism, and the groups post-blocking were labeled as MC, ML, and MH. Ultra-high-performance liquid chromatography coupled with the quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS) metabolomics technique was employed to detect changes in the composition and content of crucian carp serum metabolites. Significant differential metabolites were identified, and related metabolic pathways were analyzed. The results revealed that, following the glutamate pathway blockade, a total of 228 differential metabolites (DMs) were identified in the three treatment groups. An enrichment analysis indicated significant involvement in glycerophospholipid metabolism, arachidonic acid metabolism, sphingolipid metabolism, purine metabolism, arginine and proline biosynthesis, pantothenate and CoA biosynthesis, glutathione metabolism, and fatty acid degradation, among other metabolic pathways. The results showed that ROS imbalances and L-arginine accumulation in crucian carp after the glutamate pathway blockade led to an increase in oxidative stress and inflammatory responses in vivo, which may cause damage to the structure and function of cell membranes. Crucian carp improves the body's antioxidant capacity and regulates cellular homeostasis by activating glutathione metabolism and increasing the concentration of phosphatidylcholine (PC) analogs. Additionally, challenges such as aggravated ammonia excretion obstruction and disrupted energy metabolism were observed in crucian carp, with the upregulation of purine metabolism alleviating ammonia toxicity and maintaining energy homeostasis through pantothenate and CoA biosynthesis as well as fatty acid degradation. This study elucidated the metabolic changes in crucian carp under carbonate alkaline stress after a glutamate pathway blockade at the cellular metabolism level and screened out the key metabolic pathways, which provide a scientific basis for further in-depth studies on the ammonia excretion of freshwater scleractinian fishes under saline and alkaline habitats at a later stage.
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Affiliation(s)
- Yanchun Sun
- Department of Food Science and Engineering, College of Food Science and Technology, Shanghai Ocean University, Shanghai 201306, China; (C.G.); (W.L.); (Y.L.); (L.D.)
- Laboratory of Quality & Safety Risk Assessment for Aquatic Products, Heilongjiang River Fisheries Research Institute of Chinese Academy of Fishery Sciences, Ministry of Agriculture and Rural Areas, Harbin 150070, China;
| | - Chuanye Geng
- Department of Food Science and Engineering, College of Food Science and Technology, Shanghai Ocean University, Shanghai 201306, China; (C.G.); (W.L.); (Y.L.); (L.D.)
- Laboratory of Quality & Safety Risk Assessment for Aquatic Products, Heilongjiang River Fisheries Research Institute of Chinese Academy of Fishery Sciences, Ministry of Agriculture and Rural Areas, Harbin 150070, China;
| | - Wenzhi Liu
- Department of Food Science and Engineering, College of Food Science and Technology, Shanghai Ocean University, Shanghai 201306, China; (C.G.); (W.L.); (Y.L.); (L.D.)
- Laboratory of Quality & Safety Risk Assessment for Aquatic Products, Heilongjiang River Fisheries Research Institute of Chinese Academy of Fishery Sciences, Ministry of Agriculture and Rural Areas, Harbin 150070, China;
| | - Yingjie Liu
- Department of Food Science and Engineering, College of Food Science and Technology, Shanghai Ocean University, Shanghai 201306, China; (C.G.); (W.L.); (Y.L.); (L.D.)
- Laboratory of Quality & Safety Risk Assessment for Aquatic Products, Heilongjiang River Fisheries Research Institute of Chinese Academy of Fishery Sciences, Ministry of Agriculture and Rural Areas, Harbin 150070, China;
| | - Lu Ding
- Department of Food Science and Engineering, College of Food Science and Technology, Shanghai Ocean University, Shanghai 201306, China; (C.G.); (W.L.); (Y.L.); (L.D.)
- Laboratory of Quality & Safety Risk Assessment for Aquatic Products, Heilongjiang River Fisheries Research Institute of Chinese Academy of Fishery Sciences, Ministry of Agriculture and Rural Areas, Harbin 150070, China;
| | - Peng Wang
- Laboratory of Quality & Safety Risk Assessment for Aquatic Products, Heilongjiang River Fisheries Research Institute of Chinese Academy of Fishery Sciences, Ministry of Agriculture and Rural Areas, Harbin 150070, China;
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17
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Lei Y, Rahman K, Cao X, Yang B, Zhou W, Reheman A, Cai L, Wang Y, Tyagi R, Wang Z, Chen X, Cao G. Epinephrine Stimulates Mycobacterium tuberculosis Growth and Biofilm Formation. Int J Mol Sci 2023; 24:17370. [PMID: 38139199 PMCID: PMC10743465 DOI: 10.3390/ijms242417370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 11/22/2023] [Accepted: 11/24/2023] [Indexed: 12/24/2023] Open
Abstract
The human stress hormones catecholamines play a critical role in communication between human microbiota and their hosts and influence the outcomes of bacterial infections. However, it is unclear how M. tuberculosis senses and responds to certain types of human stress hormones. In this study, we screened several human catecholamine stress hormones (epinephrine, norepinephrine, and dopamine) for their effects on Mycobacterium growth. Our results showed that epinephrine significantly stimulated the growth of M. tuberculosis in the serum-based medium as well as macrophages. In silico analysis and molecular docking suggested that the extra-cytoplasmic domain of the MprB might be the putative adrenergic sensor. Furthermore, we showed that epinephrine significantly enhances M. tuberculosis biofilm formation, which has distinct texture composition, antibiotic resistance, and stress tolerance. Together, our data revealed the effect and mechanism of epinephrine on the growth and biofilm formation of M. tuberculosis, which contributes to the understanding of the environmental perception and antibiotic resistance of M. tuberculosis and provides important clues for the understanding of bacterial pathogenesis and the development of novel antibacterial therapeutics.
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Affiliation(s)
- Yingying Lei
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Khaista Rahman
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Xiaojian Cao
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Bing Yang
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Wei Zhou
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Aikebaier Reheman
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Luxia Cai
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Yifan Wang
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Rohit Tyagi
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Zhe Wang
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xi Chen
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
| | - Gang Cao
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, China; (Y.L.); (K.R.); (X.C.); (B.Y.); (W.Z.); (A.R.)
- Bio-Medical Center, Huazhong Agricultural University, Wuhan 430070, China
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