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Kodera SM, Das P, Gilbert JA, Lutz HL. Conceptual strategies for characterizing interactions in microbial communities. iScience 2022; 25:103775. [PMID: 35146390 PMCID: PMC8819398 DOI: 10.1016/j.isci.2022.103775] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Understanding the sets of inter- and intraspecies interactions in microbial communities is a fundamental goal of microbial ecology. However, the study and quantification of microbial interactions pose several challenges owing to their complexity, dynamic nature, and the sheer number of unique interactions within a typical community. To overcome such challenges, microbial ecologists must rely on various approaches to distill the system of study to a functional and conceptualizable level, allowing for a practical understanding of microbial interactions in both simplified and complex systems. This review broadly addresses the role of several conceptual approaches available for the microbial ecologist’s arsenal, examines specific tools used to accomplish such approaches, and describes how the assumptions, expectations, and philosophies underlying these tools change across scales of complexity.
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Affiliation(s)
- Sho M Kodera
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA 92037, USA
| | - Promi Das
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA 92093, USA.,Department of Pediatrics, University of California San Diego, La Jolla, CA 92161, USA
| | - Jack A Gilbert
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA 92037, USA.,Center for Microbiome Innovation, University of California San Diego, La Jolla, CA 92093, USA.,Department of Pediatrics, University of California San Diego, La Jolla, CA 92161, USA
| | - Holly L Lutz
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA 92093, USA.,Department of Pediatrics, University of California San Diego, La Jolla, CA 92161, USA.,Negaunee Integrative Collections Center, Field Museum of Natural History, Chicago, IL 60605, USA
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Timm CM, Hansen RR, Doktycz MJ, Retterer ST, Pelletier DA. Microstencils to generate defined, multi-species patterns of bacteria. BIOMICROFLUIDICS 2015; 9:064103. [PMID: 26594264 PMCID: PMC4644145 DOI: 10.1063/1.4935938] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Accepted: 11/05/2015] [Indexed: 05/21/2023]
Abstract
Microbial communities are complex heterogeneous systems that are influenced by physical and chemical interactions with their environment, host, and community members. Techniques that facilitate the quantitative evaluation of how microscale organization influences the morphogenesis of multispecies communities could provide valuable insights into the dynamic behavior and organization of natural communities, the design of synthetic environments for multispecies culture, and the engineering of artificial consortia. In this work, we demonstrate a method for patterning microbes into simple arrangements that allow the quantitative measurement of growth dynamics as a function of their proximity to one another. The method combines parylene-based liftoff techniques with microfluidic delivery to simultaneously pattern multiple bacterial species with high viability using low-cost, customizable methods. Quantitative measurements of bacterial growth for two competing isolates demonstrate that spatial coordination can play a critical role in multispecies growth and structure.
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Affiliation(s)
- Collin M Timm
- Biosciences Division, Oak Ridge National Laboratory , Oak Ridge, Tennessee 37831, USA
| | - Ryan R Hansen
- Department of Chemical Engineering, Kansas State University , Manhattan, Kansas 66506, USA
| | | | | | - Dale A Pelletier
- Biosciences Division, Oak Ridge National Laboratory , Oak Ridge, Tennessee 37831, USA
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Grosskopf T, Soyer OS. Synthetic microbial communities. Curr Opin Microbiol 2014; 18:72-7. [PMID: 24632350 PMCID: PMC4005913 DOI: 10.1016/j.mib.2014.02.002] [Citation(s) in RCA: 263] [Impact Index Per Article: 23.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2013] [Revised: 02/06/2014] [Accepted: 02/13/2014] [Indexed: 01/22/2023]
Abstract
Microbial interactions and system function are two ways to study communities. Natural microbial communities are difficult to define and to study. Synthetic microbial communities are comprehensible systems of reduced complexity. Synthetic communities keep key features of natural ones and are amenable to modelling. Synthetic microbial communities are gaining importance in biotechnology.
While natural microbial communities are composed of a mix of microbes with often unknown functions, the construction of synthetic microbial communities allows for the generation of defined systems with reduced complexity. Used in a top-down approach, synthetic communities serve as model systems to ask questions about the performance and stability of microbial communities. In a second, bottom-up approach, synthetic microbial communities are used to study which conditions are necessary to generate interaction patterns like symbiosis or competition, and how higher order community structure can emerge from these. Besides their obvious value as model systems to understand the structure, function and evolution of microbial communities as complex dynamical systems, synthetic communities can also open up new avenues for biotechnological applications.
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Affiliation(s)
| | - Orkun S Soyer
- School of Life Sciences, University of Warwick, United Kingdom.
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Burmølle M, Ren D, Bjarnsholt T, Sørensen SJ. Interactions in multispecies biofilms: do they actually matter? Trends Microbiol 2014; 22:84-91. [PMID: 24440178 DOI: 10.1016/j.tim.2013.12.004] [Citation(s) in RCA: 332] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Revised: 12/02/2013] [Accepted: 12/11/2013] [Indexed: 01/25/2023]
Abstract
The recent focus on complex bacterial communities has led to the recognition of interactions across species boundaries. This is particularly pronounced in multispecies biofilms, where synergistic interactions impact the bacterial distribution and overall biomass produced. Importantly, in a number of settings, the interactions in a multispecies biofilm affect its overall function, physiology, or surroundings, by resulting in enhanced resistance, virulence, or degradation of pollutants, which is of significant importance to human health and activities. The underlying mechanisms causing these synergistic effects are to some extent characterized at the molecular and evolutionary levels, and further exploration is now possible due to the enhanced resolution and higher throughput of available techniques.
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Affiliation(s)
- Mette Burmølle
- Section of Microbiology, Universitetsparken 15, Department of Biology, Faculty of Science, University of Copenhagen, 2100 Copenhagen Ø, Denmark.
| | - Dawei Ren
- Section of Microbiology, Universitetsparken 15, Department of Biology, Faculty of Science, University of Copenhagen, 2100 Copenhagen Ø, Denmark
| | - Thomas Bjarnsholt
- Department of International Health, Immunology, and Microbiology, Costerton Biofilm Centre, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Clinical Microbiology, Juliane Mariesvej 22, Rigshospitalet, 2100 Copenhagen Ø, Denmark
| | - Søren J Sørensen
- Section of Microbiology, Universitetsparken 15, Department of Biology, Faculty of Science, University of Copenhagen, 2100 Copenhagen Ø, Denmark
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Seth AK, Geringer MR, Hong SJ, Leung KP, Galiano RD, Mustoe TA. Comparative analysis of single-species and polybacterial wound biofilms using a quantitative, in vivo, rabbit ear model. PLoS One 2012; 7:e42897. [PMID: 22905182 PMCID: PMC3414496 DOI: 10.1371/journal.pone.0042897] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Accepted: 07/12/2012] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION The recent literature suggests that chronic wound biofilms often consist of multiple bacterial species. However, without appropriate in vivo, polybacterial biofilm models, our understanding of these complex infections remains limited. We evaluate and compare the effect of single- and mixed-species biofilm infections on host wound healing dynamics using a quantitative, in vivo, rabbit ear model. METHODS Six-mm dermal punch wounds in New Zealand rabbit ears were inoculated with Staphylococcus aureus strain UAMS-1, Pseudomonas aeruginosa strain PAO1, or both, totaling 10/6 colony-forming units/wound. Bacterial proliferation and maintenance in vivo were done using procedures from our previously published model. Wounds were harvested for histological measurement of wound healing, viable bacterial counts using selective media, or inflammatory cytokine (IL-1β, TNF-α) expression via quantitative reverse-transcription PCR. Biofilm structure was studied using scanning electron microscopy (SEM). For comparison, biofilm deficient mutant UAMS-929 replaced strain UAMS-1 in some mixed-species infections. RESULTS Bacterial counts verified the presence of both strains UAMS-1 and PAO1 in polybacterial wounds. Over time, strain PAO1 became predominant (p<0.001). SEM showed colocalization of both species within an extracellular matrix at multiple time-points. Compared to each monospecies infection, polybacterial biofilms impaired all wound healing parameters (p<0.01), and increased expression of IL-1β and TNF-α (p<0.05). In contrast, mixed-species infections using biofilm-deficient mutant UAMS-929 instead of wild-type strain UAMS-1 showed less wound impairment (p<0.01) with decreased host cytokine expression (p<0.01), despite a bacterial burden and distribution comparable to that of mixed-wild-type wounds. CONCLUSIONS This study reveals that mixed-species biofilms have a greater impact on wound healing dynamics than their monospecies counterparts. The increased virulence of polybacterial biofilm appears dependent on the combined pathogenicity of each species, verified using a mutant strain. These data suggest that individual bacterial species can interact synergistically within a single biofilm structure.
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Affiliation(s)
- Akhil K. Seth
- Division of Plastic Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- * E-mail: (AKS); (TAM)
| | - Matthew R. Geringer
- Division of Plastic Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Seok J. Hong
- Division of Plastic Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Kai P. Leung
- Microbiology Branch, US Army Dental and Trauma Research Detachment, Institute of Surgical Research, Fort Sam Houston, San Antonio, Texas, United States of America
| | - Robert D. Galiano
- Division of Plastic Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Thomas A. Mustoe
- Division of Plastic Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- * E-mail: (AKS); (TAM)
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Halan B, Buehler K, Schmid A. Biofilms as living catalysts in continuous chemical syntheses. Trends Biotechnol 2012; 30:453-65. [PMID: 22704028 DOI: 10.1016/j.tibtech.2012.05.003] [Citation(s) in RCA: 161] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2012] [Revised: 04/04/2012] [Accepted: 05/08/2012] [Indexed: 12/11/2022]
Abstract
Biofilms are resilient to a wide variety of environmental stresses. This inherited robustness has been exploited mainly for bioremediation. With a better understanding of their physiology, the application of these living catalysts has been extended to the production of bulk and fine chemicals as well as towards biofuels, biohydrogen, and electricity production in microbial fuel cells. Numerous challenges call for novel solutions and concepts of analytics, biofilm reactor design, product recovery, and scale-up strategies. In this review, we highlight recent advancements in spatiotemporal biofilm characterization and new biofilm reactor developments for the production of value-added fine chemicals as well as current challenges and future scenarios.
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Affiliation(s)
- Babu Halan
- Laboratory of Chemical Biotechnology, Department of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Strasse 66, Dortmund 44227, Germany
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Shong J, Jimenez Diaz MR, Collins CH. Towards synthetic microbial consortia for bioprocessing. Curr Opin Biotechnol 2012; 23:798-802. [PMID: 22387100 DOI: 10.1016/j.copbio.2012.02.001] [Citation(s) in RCA: 157] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2012] [Accepted: 02/10/2012] [Indexed: 10/28/2022]
Abstract
The use of microbial consortia for bioprocessing has been limited by our ability to reliably control community composition and function simultaneously. Recent advances in synthetic biology have enabled population-level coordination and control of ecosystem stability and dynamics. Further, new experimental and computational tools for screening and predicting community behavior have also been developed. The integration of synthetic biology with metabolic engineering at the community level is vital to our ability to apply system-level approaches to building and optimizing synthetic consortia for bioprocessing applications. This review details new methods, tools and opportunities that together have the potential to enable a new paradigm of bioprocessing using synthetic microbial consortia.
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Affiliation(s)
- Jasmine Shong
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, 110 8th St, Troy, NY 12180, USA
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Winn M, Foulkes JM, Perni S, Simmons MJH, Overton TW, Goss RJM. Biofilms and their engineered counterparts: A new generation of immobilised biocatalysts. Catal Sci Technol 2012. [DOI: 10.1039/c2cy20085f] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Tran VB, Sung YS, Fleiszig SM, Evans DJ, Radke C. Dynamics of Pseudomonas aeruginosa association with anionic hydrogel surfaces in the presence of aqueous divalent-cation salts. J Colloid Interface Sci 2011; 362:58-66. [PMID: 21723562 PMCID: PMC3789522 DOI: 10.1016/j.jcis.2011.06.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2011] [Revised: 06/03/2011] [Accepted: 06/03/2011] [Indexed: 10/18/2022]
Abstract
Binding of bacteria to solid surfaces is complex with many aspects incompletely understood. We investigate Pseudomonas aeruginosa uptake kinetics onto hydrogel surfaces representative of soft-contact lenses made of nonionic poly(2-hydroxyethylmethacrylate) (p-HEMA), anionic poly(methacrylic acid) (p-MAA), and anionic poly(acrylic acid) (p-AA). Using a parallel-plate flow cell under phase-contrast microscopy, we document a kinetic "burst" at the anionic hydrogel surface: dilute aqueous P. aeruginosa first rapidly accumulates and then rapidly depletes. Upon continuing flow, divalent cations in the suspending solution sorb into the hydrogel network causing the previously surface-accumulated bacteria to desorb. The number of bacteria eventually bound to the surface is low compared to the nonionic p-HEMA hydrogel. We propose that the kinetic burst is due to reversible divalent-cation bridging between the anionic bacteria and the negatively charged hydrogel surface. The number of surface bridging sites diminishes as divalent cations impregnate into and collapse the gel. P. aeruginosa association with the surface then falls. Low eventual binding of P. aeruginosa to the anionic hydrogel is ascribed to increased surface hydrophilicity compared to the counterpart nonionic p-HEMA hydrogel.
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Affiliation(s)
- Victoria B. Tran
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA 94720, United States
| | - Ye Suel Sung
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA 94720, United States
| | - Suzanne M.J. Fleiszig
- School of Optometry, University of California, Berkeley, CA 94720, United States
- Graduate Group in Vision Science, University of California, Berkeley, CA 94720, United States
- Graduate Groups in Plant and Microbial Biology, and Infectious Disease and Immunity, University of California, Berkeley, CA 94720, United States
| | - David J. Evans
- School of Optometry, University of California, Berkeley, CA 94720, United States
- Touro University – California, College of Pharmacy, Vallejo, CA 94592, United States
| | - C.J. Radke
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA 94720, United States
- Graduate Group in Vision Science, University of California, Berkeley, CA 94720, United States
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Exploiting plug-and-play synthetic biology for drug discovery and production in microorganisms. Nat Rev Microbiol 2010; 9:131-7. [DOI: 10.1038/nrmicro2478] [Citation(s) in RCA: 141] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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