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Montoya C, Babariya M, Ogwo C, Querido W, Patel JS, Melo MA, Orrego S. Synergistic effects of bacteria, enzymes, and cyclic mechanical stresses on the bond strength of composite restorations. BIOMATERIALS ADVANCES 2025; 166:214049. [PMID: 39368439 PMCID: PMC11560555 DOI: 10.1016/j.bioadv.2024.214049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 08/22/2024] [Accepted: 09/18/2024] [Indexed: 10/07/2024]
Abstract
Predicting how tooth and dental material bonds perform in the mouth requires a deep understanding of degrading factors. Yet, this understanding is incomplete, leading to significant uncertainties in designing and evaluating new dental adhesives. The durability of dental bonding interfaces in the oral microenvironment is compromised by bacterial acids, salivary enzymes, and masticatory fatigue. These factors degrade the bond between dental resins and tooth surfaces, making the strength of these bonds difficult to predict. Traditionally studied separately, a combined kinetic analysis of these interactions could enhance our understanding and improvement of dental adhesive durability. To address this issue, we developed and validated an original model to evaluate the bond strength of dental restorations using realistic environments that consider the different mechanical, chemical, and biological degradative challenges working simultaneously: bacteria, salivary esterases, and cyclic loading. We herein describe a comprehensive investigation on dissociating the factors that degrade the bond strength of dental restorations. Our results showed that cariogenic bacteria are the number one factor contributing to the degradation of the bonded interface, followed by cyclic loading and salivary esterases. When tested in combinatorial mode, negative and positive synergies towards the degradation of the interface were observed. Masticatory loads (i.e., cycling loading) enhanced the lactic acid bacterial production and the area occupied by the biofilm at the bonding interface, resulting in more damage at the interface and a reduction of 73 % in bond strength compared to no-degraded samples. Salivary enzymes also produced bond degradation caused by changes in the chemical composition of the resin/adhesive. However, the degradation rates are slowed compared to the bacteria and cyclic loading. These results demonstrate that our synergetic model could guide the design of new dental adhesives for biological applications without laborious trial-and-error experimentation.
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Affiliation(s)
- Carolina Montoya
- Department of Oral Health Sciences, Kornberg School of Dentistry, Temple University, Philadelphia, PA 19140, USA
| | - Mansi Babariya
- Department of Oral Health Sciences, Kornberg School of Dentistry, Temple University, Philadelphia, PA 19140, USA
| | - Chukwuebuka Ogwo
- Department of Oral Health Sciences, Kornberg School of Dentistry, Temple University, Philadelphia, PA 19140, USA
| | - William Querido
- Bioengineering Department, College of Engineering, Temple University, Philadelphia, PA 19122, USA
| | - Jay S Patel
- Department of Oral Health Sciences, Kornberg School of Dentistry, Temple University, Philadelphia, PA 19140, USA
| | - Mary Anne Melo
- Division of Cariology and Operative Dentistry, Department of Comprehensive Dentistry, University of Maryland School of Dentistry, Baltimore, MD 21201, USA
| | - Santiago Orrego
- Department of Oral Health Sciences, Kornberg School of Dentistry, Temple University, Philadelphia, PA 19140, USA; Bioengineering Department, College of Engineering, Temple University, Philadelphia, PA 19122, USA.
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2
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Capin J, Chabert E, Zuñiga A, Bonnet J. Microbial biosensors for diagnostics, surveillance and epidemiology: Today's achievements and tomorrow's prospects. Microb Biotechnol 2024; 17:e70047. [PMID: 39548716 PMCID: PMC11568237 DOI: 10.1111/1751-7915.70047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 10/21/2024] [Indexed: 11/18/2024] Open
Abstract
Microbial biosensors hold great promise for engineering high-performance, field-deployable and affordable detection devices for medical and environmental applications. This review explores recent advances in the field, highlighting new sensing strategies and modalities for whole-cell biosensors as well as the remarkable expansion of microbial cell-free systems. We also discuss improvements in robustness that have enhanced the ability of biosensors to withstand the challenging conditions found in biological samples. However, limitations remain in expanding the detection repertoire, particularly for proteins. We anticipate that the AI-powered revolution in protein design will streamline the engineering of custom-made sensing modules and unlock the full potential of microbial biosensors.
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Affiliation(s)
- Julien Capin
- Centre de Biologie Structurale (CBS)University of Montpellier, INSERM U1054, CNRS UMR5048MontpellierFrance
| | - Emile Chabert
- Centre de Biologie Structurale (CBS)University of Montpellier, INSERM U1054, CNRS UMR5048MontpellierFrance
| | - Ana Zuñiga
- Centre de Biologie Structurale (CBS)University of Montpellier, INSERM U1054, CNRS UMR5048MontpellierFrance
| | - Jerome Bonnet
- Centre de Biologie Structurale (CBS)University of Montpellier, INSERM U1054, CNRS UMR5048MontpellierFrance
- INSERM ART SynbioTechnology Research Accelerator for Synthetic BiologyMontpellierFrance
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Yang M, Hutchinson N, Ye N, Yin J, Guan M, Wang Z, Chen P, Yang S, Crane JD, Zhang K, He X, Li J. Engineered Bacillus subtilis as oral probiotics to enhance clearance of blood lactate. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.11.30.569300. [PMID: 38076834 PMCID: PMC10705430 DOI: 10.1101/2023.11.30.569300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
Elevated lactate concentrations are implicated in various acute and chronic diseases such as sepsis and mitochondrial dysfunction, respectively. Conversely, ineffective lactate clearance is associated with poor clinical prognoses and high mortality in these diseases. While several groups have proposed using small molecule inhibitors and enzyme replacement to reduce circulating lactate, there are few practical and effective ways to manage this condition. Recent evidence suggests that lactate is exchanged between systemic circulation and the gut, allowing bidirectional modulation between the gut microbiota and peripheral tissues. Inspired by these findings, this work seeks to engineer spore-forming probiotic B. subtilis strains to enable intestinal delivery of lactate oxidase as a therapeutic enzyme. After strain optimization, we showed that oral administration of engineered B. subtilis spores to the gut of mice reduced elevations in blood lactate in two different mouse models involving exogenous challenge or pharmacologic perturbation without disrupting gut microbiota composition, liver function, or immune homeostasis. Taken together, through the oral delivery of engineered probiotic spores to the gastrointestinal tract, our proof-of-concept study offers a practical strategy to aid in the management of disease states with elevated blood lactate and provides a new approach to 'knocking down' circulating metabolites to help understand their roles in host physiological and pathological processes.
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Affiliation(s)
- Mengdi Yang
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
| | - Noah Hutchinson
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Ningyuan Ye
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Jianing Yin
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
| | - Ming Guan
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
| | - Zongqi Wang
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Peiru Chen
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA, 02115, United States
| | - Shaobo Yang
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
| | - Justin D. Crane
- Internal Medicine Research Unit, Pfizer Inc., 1 Portland Street, Cambridge, MA 02139
| | - Ke Zhang
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, United States
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA, 02115, United States
| | - Xuesong He
- Department of Microbiology, The Forsyth Institute, Cambridge, MA, 02142, United States
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, MA, 02115, United States
| | - Jiahe Li
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, United States
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4
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Kolodkin-Gal I, Dash O, Rak R. Probiotic cultivated meat: bacterial-based scaffolds and products to improve cultivated meat. Trends Biotechnol 2024; 42:269-281. [PMID: 37805297 DOI: 10.1016/j.tibtech.2023.09.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 09/07/2023] [Accepted: 09/11/2023] [Indexed: 10/09/2023]
Abstract
Cultivated meat is emerging to replace traditional livestock industries, which have ecological costs, including land and water overuse and considerable carbon emissions. During cultivated meat production, mammalian cells can increase their numbers dramatically through self-renewal/proliferation and transform into mature cells, such as muscle or fat cells, through maturation/differentiation. Here, we address opportunities for introducing probiotic bacteria into the cultivated meat industry, including using them to produce renewable antimicrobials and scaffolding materials. We also offer solutions to challenges, including the growth of bacteria and mammalian cells, the effect of probiotic bacteria on production costs, and the effect of bacteria and their products on texture and taste. Our summary provides a promising framework for applying microbial composites in the cultivated meat industry.
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Affiliation(s)
- Ilana Kolodkin-Gal
- Scojen Institute for Synthetic Biology, Reichman University, Herzliya, Israel.
| | - Orit Dash
- Department of Animal Sciences, Faculty of Agriculture and Environmental Sciences, The Hebrew University of Jerusalem, Rehovot, Israel; Institute of Animal Science, ARO, The Volcani Center, Rishon LeZion, Israel
| | - Roni Rak
- Institute of Animal Science, ARO, The Volcani Center, Rishon LeZion, Israel.
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5
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Zhu J, Wang B, Zhang Y, Wei T, Gao T. Living electrochemical biosensing: Engineered electroactive bacteria for biosensor development and the emerging trends. Biosens Bioelectron 2023; 237:115480. [PMID: 37379794 DOI: 10.1016/j.bios.2023.115480] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 05/30/2023] [Accepted: 06/14/2023] [Indexed: 06/30/2023]
Abstract
Bioelectrical interfaces made of living electroactive bacteria (EAB) provide a unique opportunity to bridge biotic and abiotic systems, enabling the reprogramming of electrochemical biosensing. To develop these biosensors, principles from synthetic biology and electrode materials are being combined to engineer EAB as dynamic and responsive transducers with emerging, programmable functionalities. This review discusses the bioengineering of EAB to design active sensing parts and electrically connective interfaces on electrodes, which can be applied to construct smart electrochemical biosensors. In detail, by revisiting the electron transfer mechanism of electroactive microorganisms, engineering strategies of EAB cells for biotargets recognition, sensing circuit construction, and electrical signal routing, engineered EAB have demonstrated impressive capabilities in designing active sensing elements and developing electrically conductive interfaces on electrodes. Thus, integration of engineered EAB into electrochemical biosensors presents a promising avenue for advancing bioelectronics research. These hybridized systems equipped with engineered EAB can promote the field of electrochemical biosensing, with applications in environmental monitoring, health monitoring, green manufacturing, and other analytical fields. Finally, this review considers the prospects and challenges of the development of EAB-based electrochemical biosensors, identifying potential future applications.
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Affiliation(s)
- Jin Zhu
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China
| | - Baoguo Wang
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China
| | - Yixin Zhang
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China
| | - Tianxiang Wei
- School of Environment, Nanjing Normal University, Nanjing, 210023, PR China
| | - Tao Gao
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China.
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6
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Vaaben T, Vazquez-Uribe R, Sommer MOA. Characterization of Eight Bacterial Biosensors for Microbial Diagnostic and Therapeutic Applications. ACS Synth Biol 2022; 11:4184-4192. [PMID: 36449712 PMCID: PMC9764412 DOI: 10.1021/acssynbio.2c00491] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Indexed: 12/02/2022]
Abstract
The engineering of microbial cells to produce and secrete therapeutics directly in the human body, known as advanced microbial therapeutics, is an exciting alternative to current drug delivery routes. These living therapeutics can be engineered to sense disease biomarkers and, in response, deliver a therapeutic activity. This strategy allows for precise and self-regulating delivery of a therapeutic that adapts to the disease state of the individual patient. Numerous sensing systems have been characterized for use in prokaryotes, but a very limited number of advanced microbial therapeutics have incorporated such sensors. We characterized eight different sensors that respond to physiologically relevant conditions and molecules found in the human body in the probiotic strain Escherichia coli Nissle 1917. The resulting sensors were characterized under aerobic and anaerobic conditions and were demonstrated to be functional under gut-like conditions using the nematode Caenorhabditis elegans as an in vivo model. We show for the first time how a biosensor is able to detect in vivo the bile acid-like molecule Δ4-dafachronic acid, a small molecule in C. elegans that regulates lifespan. Furthermore, we exemplify how bacterial sensors can be used to dynamically report on changes in the intestinal environment of C. elegans, by demonstrating the use of a biosensor able to detect changes in lactate concentrations in the gut lumen of individual C. elegans. The biosensors presented in this study allow for dynamic control of expression in vivo and represent a valuable tool in further developing advanced microbiome therapeutics.
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Affiliation(s)
- Troels
Holger Vaaben
- Novo Nordisk Foundation Center
for Biosustainability, Technical University
of Denmark, 2800Kongens Lyngby, Denmark
| | - Ruben Vazquez-Uribe
- Novo Nordisk Foundation Center
for Biosustainability, Technical University
of Denmark, 2800Kongens Lyngby, Denmark
| | - Morten Otto Alexander Sommer
- Novo Nordisk Foundation Center
for Biosustainability, Technical University
of Denmark, 2800Kongens Lyngby, Denmark
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7
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A rapid screening platform to coculture bacteria within tumor spheroids. Nat Protoc 2022; 17:2216-2239. [PMID: 35906291 DOI: 10.1038/s41596-022-00723-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 05/13/2022] [Indexed: 01/07/2023]
Abstract
The prevalence of tumor-colonizing bacteria along with advances in synthetic biology are leading to a new generation of living microbial cancer therapies. Because many bacterial systems can be engineered to recombinantly produce therapeutics within tumors, simple and high-throughput experimental platforms are needed to screen the large collections of bacteria candidates and characterize their interactions with cancer cells. Here, we describe a protocol to selectively grow bacteria within the core of tumor spheroids, allowing for their continuous and parallel profiling in physiologically relevant conditions. Specifically, tumor spheroids are incubated with bacteria in a 96-well low-adhesion plate followed by a series of washing steps and an antibiotic selection protocol to confine bacterial growth within the hypoxic and necrotic core of tumor spheroids. This bacteria spheroid coculture (BSCC) system is stable for over 2 weeks, does not require specialized equipment and is compatible with time-lapse microscopy, commercial staining assays and histology that uniquely enable analysis of growth kinetics, viability and spatial distribution of both cellular populations, respectively. We show that the procedure is applicable to multiple tumor cell types and bacterial species by varying protocol parameters and is validated by using animal models. The BSCC platform will allow the study of bacteria-tumor interactions in a continuous manner and facilitate the rapid development of engineered microbial therapies.
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8
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Augustiniene E, Malys N. Identification and characterization of L- and D-lactate-inducible systems from Escherichia coli MG1655, Cupriavidus necator H16 and Pseudomonas species. Sci Rep 2022; 12:2123. [PMID: 35136142 PMCID: PMC8827060 DOI: 10.1038/s41598-022-06028-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 01/17/2022] [Indexed: 12/22/2022] Open
Abstract
Lactic acid is an important platform chemical used for the production of various compounds including polylactic acid (PLA). Optically pure L- and D-lactic acids are required to obtain high quality PLA. To advance the development and selection of microbial strains for improved production of lactic acid enantiomers, a high-throughput screening, dynamic pathway control, or real-time monitoring are often applied. Inducible gene expression systems and their application in the genetically encoded biosensors contribute to the development of these techniques and are important devices for the advancement of lactic acid biotechnology. Here, we identify and characterize eleven lactate-inducible systems from Escherichia coli, Cupriavidus necator, and Pseudomonas spp. The specificity and dynamics of these systems in response to L- and D-lactate, or structurally similar compounds are investigated. We demonstrate that the inducible systems EcLldR/PlldP and CnGntR/PH16_RS19190 respond only to the L-lactate, exhibiting approximately 19- and 24-fold induction, respectively. Despite neither of the examined bacteria possess the D-lactate-specific inducible system, the PaPdhR/PlldP and PfPdhR/PlldP are induced approximately 37- and 366-fold, respectively, by D-lactate and can be used for developing biosensor with improved specificity. The findings of this study provide an insight into understanding of L- and D-lactate-inducible systems that can be employed as sensing and tuneable devices in synthetic biology.
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Affiliation(s)
- Ernesta Augustiniene
- Bioprocess Research Centre, Faculty of Chemical Technology, Kaunas University of Technology, Radvilėnų pl. 19, Kaunas, LT-50254, Lithuania
| | - Naglis Malys
- Bioprocess Research Centre, Faculty of Chemical Technology, Kaunas University of Technology, Radvilėnų pl. 19, Kaunas, LT-50254, Lithuania. .,Department of Organic Chemistry, Faculty of Chemical Technology, Kaunas University of Technology, Radvilėnų pl. 19, Kaunas, LT-50254, Lithuania.
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