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Wardell SJ, Yung DB, Nielsen JE, Lamichhane R, Sørensen K, Molchanova N, Herlan C, Lin JS, Bräse S, Wise LM, Barron AE, Pletzer D. A biofilm-targeting lipo-peptoid to treat Pseudomonas aeruginosa and Staphylococcus aureus co-infections. Biofilm 2025; 9:100272. [PMID: 40248507 PMCID: PMC12005307 DOI: 10.1016/j.bioflm.2025.100272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 02/21/2025] [Accepted: 03/10/2025] [Indexed: 04/19/2025] Open
Abstract
Antibiotic-resistant bacterial infections are a significant clinical challenge, especially when involving multiple species. Antimicrobial peptides and their synthetic analogues, peptoids, which target bacterial cell membranes as well as intracellular components, offer potential solutions. We evaluated the biological activities of novel peptoids TM11-TM20, which include an additional charged NLys residue, against multidrug-resistant Pseudomonas aeruginosa and Staphylococcus aureus, both in vitro and in vivo. Building on insights from previously reported compounds TM1-TM10, the lipo-peptoid TM18, which forms self-assembled ellipsoidal micelles, demonstrated potent antimicrobial, anti-biofilm, and anti-abscess activity. Transcriptome sequencing (RNA-seq) revealed that TM18 disrupted gene expression pathways linked to antibiotic resistance and tolerance, and biofilm formation in both pathogens. Under dual-species conditions, TM18 induced overlapping but attenuated transcriptional changes, suggesting a priming effect that enhances bacterial tolerance. In a murine skin infection model, TM18 significantly reduced dermonecrosis and bacterial burden in mono-species infections. When combined with the antibiotic meropenem, they synergistically nearly cleared co-infections. Our findings highlight that TM18 has potential as a novel therapeutic for combating antibiotic-resistant pathogens and associated biofilm-driven tolerance.
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Affiliation(s)
- Samuel J.T. Wardell
- Department of Microbiology and Immunology, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, Auckland, 1042, New Zealand
| | - Deborah B.Y. Yung
- Department of Microbiology and Immunology, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, Auckland, 1042, New Zealand
| | - Josefine E. Nielsen
- Department of Bioengineering, Stanford University, School of Medicine, Stanford, CA 94305, USA
- Department of Science and Environment, Roskilde University, 4000, Roskilde, Denmark
| | - Rajesh Lamichhane
- Department of Microbiology and Immunology, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, Auckland, 1042, New Zealand
| | - Kristian Sørensen
- Department of Bioengineering, Stanford University, School of Medicine, Stanford, CA 94305, USA
| | - Natalia Molchanova
- The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Claudine Herlan
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Germany
| | - Jennifer S. Lin
- Department of Bioengineering, Stanford University, School of Medicine, Stanford, CA 94305, USA
| | - Stefan Bräse
- Institute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Germany
| | - Lyn M. Wise
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, Auckland, 1042, New Zealand
- Department of Pharmacology and Toxicology, University of Otago, Dunedin, New Zealand
| | - Annelise E. Barron
- Department of Bioengineering, Stanford University, School of Medicine, Stanford, CA 94305, USA
| | - Daniel Pletzer
- Department of Microbiology and Immunology, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, Auckland, 1042, New Zealand
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2
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Kannan H, Sun H, Warren M, Çağlar T, Yao P, Taylor BR, Sahu K, Ge D, Mori M, Kleinfeld D, Dong J, Li B, Hwa T. Spatiotemporal development of expanding bacterial colonies driven by emergent mechanical constraints and nutrient gradients. Nat Commun 2025; 16:4878. [PMID: 40419492 PMCID: PMC12106844 DOI: 10.1038/s41467-025-60004-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 05/06/2025] [Indexed: 05/28/2025] Open
Abstract
Bacterial colonies growing on solid surfaces can exhibit robust expansion kinetics, with constant radial growth and saturating vertical expansion, suggesting a common developmental program. Here, we study this process for Escherichia coli cells using a combination of modeling and experiments. We show that linear radial colony expansion is set by the verticalization of interior cells due to mechanical constraints rather than radial nutrient gradients as commonly assumed. In contrast, vertical expansion slows down from an initial linear regime even while radial expansion continues linearly. This vertical slowdown is due to limitation of cell growth caused by vertical nutrient gradients, exacerbated by concurrent oxygen depletion. Starvation in the colony interior results in a distinct death zone which sets in as vertical expansion slows down, with the death zone increasing in size along with the expanding colony. Thus, our study reveals complex heterogeneity within simple monoclonal bacterial colonies, especially along the vertical dimension. The intricate dynamics of such emergent behavior can be understood quantitatively from an interplay of mechanical constraints and nutrient gradients arising from obligatory metabolic processes.
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Affiliation(s)
- Harish Kannan
- Department of Mathematics, University of California, San Diego, La Jolla, CA, USA
| | - Hui Sun
- Department of Mathematics and Statistics, California State University, Long Beach, CA, USA.
| | - Mya Warren
- Department of Physics, University of California, San Diego, La Jolla, CA, USA
| | - Tolga Çağlar
- Department of Physics, University of California, San Diego, La Jolla, CA, USA
- San Diego Supercomputer Center, University of California, San Diego, La Jolla, CA, USA
| | - Pantong Yao
- Neurosciences Graduate Program, University of California, San Diego, La Jolla, CA, USA
| | - Brian R Taylor
- Department of Physics, University of California, San Diego, La Jolla, CA, USA
- Joint BioEnergy Institute, Emeryville, CA, USA and Systems Biology Department, Sandia National Laboratories, Livermore, CA, USA
| | - Kinshuk Sahu
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Daotong Ge
- Department of Mathematics, University of California, San Diego, La Jolla, CA, USA
| | - Matteo Mori
- Department of Physics, University of California, San Diego, La Jolla, CA, USA
| | - David Kleinfeld
- Department of Physics, University of California, San Diego, La Jolla, CA, USA
- Department of Neurobiology, University of California, San Diego, La Jolla, CA, USA
| | - JiaJia Dong
- Department of Physics & Astronomy, Bucknell University, Lewisburg, PA, USA.
| | - Bo Li
- Department of Mathematics and Ph.D. Program in Quantitative Biology, University of California, San Diego, La Jolla, CA, USA.
| | - Terence Hwa
- Department of Physics, University of California, San Diego, La Jolla, CA, USA.
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3
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Millan-Solsona R, Brown SR, Zhang L, Madugula SS, Zhao H, Dumerer B, Bible AN, Lavrik NV, Vasudevan RK, Biswas A, Morrell-Falvey JL, Retterer S, Checa M, Collins L. Analysis of biofilm assembly by large area automated AFM. NPJ Biofilms Microbiomes 2025; 11:75. [PMID: 40341406 PMCID: PMC12062311 DOI: 10.1038/s41522-025-00704-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 04/12/2025] [Indexed: 05/10/2025] Open
Abstract
Biofilms are complex microbial communities critical in medical, industrial, and environmental contexts. Understanding their assembly, structure, genetic regulation, interspecies interactions, and environmental responses is key to developing effective control and mitigation strategies. While atomic force microscopy (AFM) offers critically important high-resolution insights on structural and functional properties at the cellular and even sub-cellular level, its limited scan range and labor-intensive nature restricts the ability to link these smaller scale features to the functional macroscale organization of the films. We begin to address this limitation by introducing an automated large area AFM approach capable of capturing high-resolution images over millimeter-scale areas, aided by machine learning for seamless image stitching, cell detection, and classification. Large area AFM is shown to provide a very detailed view of spatial heterogeneity and cellular morphology during the early stages of biofilm formation which were previously obscured. Using this approach, we examined the organization of Pantoea sp. YR343 on PFOTS-treated glass surfaces. Our findings reveal a preferred cellular orientation among surface-attached cells, forming a distinctive honeycomb pattern. Detailed mapping of flagella interactions suggests that flagellar coordination plays a role in biofilm assembly beyond initial attachment. Additionally, we use large-area AFM to characterize surface modifications on silicon substrates, observing a significant reduction in bacterial density. This highlights the potential of this method for studying surface modifications to better understand and control bacterial adhesion and biofilm formation.
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Affiliation(s)
- Ruben Millan-Solsona
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.
| | - Spenser R Brown
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Lance Zhang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Sita Sirisha Madugula
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - HuanHuan Zhao
- Bredesen Center for Interdisciplinary Research, University of Tennessee, Knoxville, USA
| | - Blythe Dumerer
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Amber N Bible
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Nickolay V Lavrik
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Rama K Vasudevan
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Arpan Biswas
- University of Tennessee-Oak Ridge Innovation Institute, Knoxville, TN, 37996, USA
| | | | - Scott Retterer
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Martí Checa
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Liam Collins
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.
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4
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Bottura B, McConnell G, Florek LC, Smiley MK, Martin R, Foylan S, Eana A, Dayton HT, Eckartt KN, Price-Whelan AM, Hoskisson PA, Gould GW, Dietrich LE, Rooney LM. Oxygen microenvironments in Escherichia coli biofilm nutrient transport channels: insights from complementary sensing approaches. MICROBIOLOGY (READING, ENGLAND) 2025; 171:001543. [PMID: 40327388 PMCID: PMC12056250 DOI: 10.1099/mic.0.001543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Accepted: 03/03/2025] [Indexed: 05/07/2025]
Abstract
Chemical gradients and the emergence of distinct microenvironments in biofilms are vital to the stratification, maturation and overall function of microbial communities. These gradients have been well characterized throughout the biofilm mass, but the microenvironment of recently discovered nutrient transporting channels in Escherichia coli biofilms remains unexplored. This study employs three different oxygen sensing approaches to provide a robust quantitative overview of the oxygen gradients and microenvironments throughout the biofilm transport channel networks formed by E. coli macrocolony biofilms. Oxygen nanosensing combined with confocal laser scanning microscopy established that the oxygen concentration changes along the length of biofilm transport channels. Electrochemical sensing provided precise quantification of the oxygen profile in the transport channels, showing similar anoxic profiles compared with the adjacent cells. Anoxic biosensing corroborated these approaches, providing an overview of the oxygen utilization throughout the biomass. The discovery that transport channels maintain oxygen gradients contradicts the previous literature that channels are completely open to the environment along the apical surface of the biofilm. We provide a potential mechanism for the sustenance of channel microenvironments via orthogonal visualizations of biofilm thin sections showing thin layers of actively growing cells. This complete overview of the oxygen environment in biofilm transport channels primes future studies aiming to exploit these emergent structures for new bioremediation approaches.
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Affiliation(s)
- Beatrice Bottura
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
| | - Gail McConnell
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
| | - Lindsey C. Florek
- Department of Biological Sciences, University of Columbia, New York City, NY, 10027, USA
| | - Marina K. Smiley
- Department of Biological Sciences, University of Columbia, New York City, NY, 10027, USA
| | - Ross Martin
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
| | - Shannan Foylan
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
| | - Ash Eana
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
| | - Hannah T. Dayton
- Department of Biological Sciences, University of Columbia, New York City, NY, 10027, USA
| | - Kelly N. Eckartt
- Department of Biological Sciences, University of Columbia, New York City, NY, 10027, USA
| | - Alexa M. Price-Whelan
- Department of Biological Sciences, University of Columbia, New York City, NY, 10027, USA
| | - Paul A. Hoskisson
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
| | - Gwyn W. Gould
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
| | - Lars E.P. Dietrich
- Department of Biological Sciences, University of Columbia, New York City, NY, 10027, USA
| | - Liam M. Rooney
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
- Department of Bacteriology, School of Infection & Immunity, University of Glasgow, Glasgow, G12 8TA, UK
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5
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Zhou Y, Zhou X, Zhang J, Zhao Y, Ye Z, Xu F, Li F. Confined Mechanical Microenvironment Regulated Antibiotic Resistance in 3D Biofilm Aggregates Probed by Scanning Electrochemical Microscopy. Anal Chem 2025; 97:5517-5526. [PMID: 40029802 DOI: 10.1021/acs.analchem.4c05503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Antibiotic resistance is a significant global concern. Clinical trials have highlighted discrepancies in antibiotic doses between in vivo three-dimensional (3D) biofilms and in vitro two-dimensional biofilm models. A critical factor often overlooked is the confined mechanical microenvironment (e.g., host extracellular matrix (ECM) stiffness) surrounding the in vivo biofilms, leading to inaccurate diagnosis and increased antibiotic resistance. Herein, we designed a 3D agarose-gel-based in vitro biofilm model and applied scanning electrochemical microscopy (SECM) to monitor the metabolic dynamics in situ, including cellular respiration and reactive oxygen species of an embedded single biofilm aggregate. We discovered distinct respiration patterns for biofilm aggregates embedded in stiff and soft gels at the single aggregate level, which was corroborated by transcriptional analysis. Our findings indicate that mechanical cues mediate antibiotic tolerance by reducing metabolic activity and increasing the production of extracellular polymeric substances (EPS). Additionally, we identified that metabolite glycine enhances the tricarboxylic acid cycle, suggesting its potential as an adjuvant to improve antibiotic efficacy. Knocking out the upregulated EPS-related gene (ΔyjbE) results in significantly reduced survival rates of ΔyjbE mutants in stiff agarose gels compared to the wild type, thereby enhancing antibiotic efficacy. Overall, our study demonstrates the versatility of the SECM-based strategy for investigating both metabolic dynamics and antibiotic resistance in biofilms and uncovers the role of ECM stiffness in mediating antibiotic resistance in 3D biofilms, paving the way for improved clinical strategies in antibiotic treatment.
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Affiliation(s)
- Yan Zhou
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P. R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, P. R. China
| | - Xuan Zhou
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P. R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, P. R. China
| | - Junjie Zhang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P. R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, P. R. China
| | - Yuxiang Zhao
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P. R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, P. R. China
| | - Zhaoyang Ye
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P. R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, P. R. China
| | - Feng Xu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P. R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, P. R. China
| | - Fei Li
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P. R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, P. R. China
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6
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Nazeer RR, Askenasy I, Swain JEV, Welch M. Contribution of the infection ecosystem and biogeography to antibiotic failure in vivo. NPJ ANTIMICROBIALS AND RESISTANCE 2024; 2:45. [PMID: 39649078 PMCID: PMC11618093 DOI: 10.1038/s44259-024-00063-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 11/11/2024] [Indexed: 12/10/2024]
Abstract
The acquisition of antibiotic resistance in bacteria, though a deeply concerning international issue, is reasonably well-understood at a mechanistic level. Less well-understood is why bacteria that are sensitive in vitro to well-established and widely-used antibiotics sometimes fail to respond to these agents in vivo. This is a particularly common problem in chronic, polymicrobial infection scenarios. Here, we discuss this in vitro-in vivo disconnect from the perspective of the bacterium, focusing in particular on how infection micro/macro-environment, biogeography, and the presence of co-habiting species affect the response to antibiotics. Using selected exemplars, we also consider interventions that might improve treatment outcomes, as well as ecologically 'eubiotic' approaches that have less of an impact on the patient's commensal microflora. In our view, the accrued data strongly suggest that we need a more comprehensive understanding of the in situ microbiology at infection sites.
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Affiliation(s)
| | - Isabel Askenasy
- Department of Biochemistry, University of Cambridge, Cambridge, UK
| | | | - Martin Welch
- Department of Biochemistry, University of Cambridge, Cambridge, UK
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7
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Squyres GR, Newman DK. Biofilms as more than the sum of their parts: lessons from developmental biology. Curr Opin Microbiol 2024; 82:102537. [PMID: 39241276 PMCID: PMC12124288 DOI: 10.1016/j.mib.2024.102537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/09/2024] [Accepted: 08/11/2024] [Indexed: 09/09/2024]
Abstract
Although our understanding of both bacterial cell physiology and the complex behaviors exhibited by bacterial biofilms is expanding rapidly, we cannot yet sum the behaviors of individual cells to understand or predict biofilm behavior. This is both because cell physiology in biofilms is different from planktonic growth and because cell behavior in biofilms is spatiotemporally patterned. We use developmental biology as a guide to examine this phenotypic patterning, discussing candidate cues that may encode spatiotemporal information and possible roles for phenotypic patterning in biofilms. We consider other questions that arise from the comparison between biofilm and eukaryotic development, including what defines normal biofilm development and the nature of biofilm cell types and fates. We conclude by discussing what biofilm development can tell us about developmental processes, emphasizing the additional challenges faced by bacteria in biofilm development compared with their eukaryotic counterparts.
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Affiliation(s)
- Georgia R Squyres
- Division of Biology and Biological Engineering, Caltech, Pasadena, CA 91125, USA
| | - Dianne K Newman
- Division of Biology and Biological Engineering, Caltech, Pasadena, CA 91125, USA; Division of Geological and Planetary Sciences, Caltech, Pasadena, CA 91125, USA.
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8
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Dias GR, Freitas-Silva J, de Carvalho MM, Ramos VFDS, Muricy G, Rodrigues JCF, Costa BRFV, de Oliveira BFR, Laport MS. Bioemulsifier from sponge-associated bacteria reduces staphylococcal biofilm. Microb Pathog 2024; 195:106856. [PMID: 39153576 DOI: 10.1016/j.micpath.2024.106856] [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: 04/25/2024] [Revised: 07/17/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
Biofilm formation is a major health concern and studies have been pursued to find compounds able to prevent biofilm establishment and remove pre-existing biofilms. While biosurfactants (BS) have been well-known for possessing antibiofilm activities, bioemulsifiers (BE) are still scarcely explored for this purpose. The present study aimed to evaluate the bioemulsifying properties of cell-free supernatants produced by Bacillaceae and Vibrio strains isolated from marine sponges and investigate their antiadhesive and antibiofilm activities against different pathogenic Gram-positive and Gram-negative bacteria. The BE production by the marine strains was confirmed by the emulsion test, drop-collapsing, oil-displacement, cell hydrophobicity and hemolysis assays. Notably, Bacillus cereus 64BHI1101 displayed remarkable emulsifying activity and the ultrastructure analysis of its BE extract (BE64-1) revealed the presence of structures typically observed in macromolecules composed of polysaccharides and proteins. BE64-1 showed notable antiadhesive and antibiofilm activities against Staphylococcus aureus, with a reduction of adherence of up to 100 % and a dispersion of biofilm of 80 %, without affecting its growth. BE64-1 also showed inhibition of Staphylococcus epidermidis and Escherichia coli biofilm formation and adhesion. Thus, this study provides a starting point for exploring the antiadhesive and antibiofilm activities of BE from sponge-associated bacteria, which could serve as a valuable tool for future research to combat S. aureus biofilms.
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Affiliation(s)
- Gabriel Rodrigues Dias
- Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Av. Carlos Chagas Filho, 373, Cidade Universitária 21941-590, Rio de Janeiro, Brazil
| | - Jéssyca Freitas-Silva
- Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Av. Carlos Chagas Filho, 373, Cidade Universitária 21941-590, Rio de Janeiro, Brazil
| | - Marianna Machado de Carvalho
- Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Av. Carlos Chagas Filho, 373, Cidade Universitária 21941-590, Rio de Janeiro, Brazil
| | - Victor Feliciano Dos Santos Ramos
- Núcleo Multidisciplinar de Pesquisas em Biologia, Campus UFRJ-Duque de Caxias Prof. Geraldo Cidade, Universidade Federal do Rio de Janeiro, Rodovia Washington Luiz, km 104, 5. 25240-005, Duque de Caxias, RJ, Brazil
| | - Guilherme Muricy
- Departamento de Invertebrados, Museu Nacional, Universidade Federal do Rio de Janeiro. Quinta da Boa Vista, s/nº, São Cristóvão. 20940-040 Rio de Janeiro, RJ, Brazil; Instituto de Pesquisas Jardim Botânico do Rio de Janeiro, Rio de Janeiro, 22460-030, RJ, Brazil
| | - Juliany Cola Fernandes Rodrigues
- Núcleo Multidisciplinar de Pesquisas em Biologia, Campus UFRJ-Duque de Caxias Prof. Geraldo Cidade, Universidade Federal do Rio de Janeiro, Rodovia Washington Luiz, km 104, 5. 25240-005, Duque de Caxias, RJ, Brazil
| | - Brunno Renato Farias Verçoza Costa
- Núcleo Multidisciplinar de Pesquisas em Biologia, Campus UFRJ-Duque de Caxias Prof. Geraldo Cidade, Universidade Federal do Rio de Janeiro, Rodovia Washington Luiz, km 104, 5. 25240-005, Duque de Caxias, RJ, Brazil
| | | | - Marinella Silva Laport
- Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Av. Carlos Chagas Filho, 373, Cidade Universitária 21941-590, Rio de Janeiro, Brazil.
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9
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Florek LC, Lin X, Lin YC, Lin MH, Chakraborty A, Price-Whelan A, Tong L, Rahme L, Dietrich LEP. The L-lactate dehydrogenases of Pseudomonas aeruginosa are conditionally regulated but both contribute to survival during macrophage infection. mBio 2024; 15:e0085224. [PMID: 39162563 PMCID: PMC11389411 DOI: 10.1128/mbio.00852-24] [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: 03/20/2024] [Accepted: 07/09/2024] [Indexed: 08/21/2024] Open
Abstract
Pseudomonas aeruginosa is an opportunistic pathogen that thrives in environments associated with human activity, including soil and water altered by agriculture or pollution. Because L-lactate is a significant product of plant and animal metabolism, it can serve as a carbon source for P. aeruginosa in the diverse settings that it inhabits. In this study, we evaluate the production and use of two redundant P. aeruginosa L-lactate dehydrogenases, termed LldD and LldA. We confirm that the protein LldR represses lldD and identify a new transcription factor, called LldS, that activates lldA; these distinct regulators and the genomic contexts of lldD and lldA contribute to their differential expression. We demonstrate that the lldD and lldA genes are conditionally controlled in response to lactate isomers as well as to glycolate and ɑ-hydroxybutyrate, which, like lactate, are ɑ-hydroxycarboxylates. We also show that lldA is induced when iron availability is low. Our examination of lldD and lldA expression across depth in biofilms indicates a complex pattern that is consistent with the effects of glycolate production, iron availability, and cross-regulation on enzyme preference. Finally, macrophage infection assays reveal that both lldD and lldA contribute to persistence within host cells, underscoring the potential role of L-lactate as a carbon source during P. aeruginosa-eukaryote interactions. Together, these findings help us understand the metabolism of a key resource that may promote P. aeruginosa's success as a resident of contaminated environments and animal hosts.IMPORTANCEPseudomonas aeruginosa is a major cause of lung infections in people with cystic fibrosis, of hospital-acquired infections, and of wound infections. It consumes L-lactate, which is found at substantial levels in human blood and tissues. In this study, we investigated the spatial regulation of two redundant enzymes, called LldD and LldA, which enable L-lactate metabolism in P. aeruginosa biofilms. We uncovered mechanisms and identified compounds that control the preference of P. aeruginosa for LldD versus LldA. We also showed that both enzymes contribute to its ability to survive within macrophages, a behavior that is thought to augment the chronicity and recalcitrance of infections. Our findings shed light on a key metabolic strategy used by P. aeruginosa and have the potential to inform the development of therapies targeting bacterial metabolism during infection.
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Affiliation(s)
- Lindsey C. Florek
- Department of Biological Sciences, Columbia University, New York, New York, USA
| | - Xi Lin
- Department of Biological Sciences, Columbia University, New York, New York, USA
| | - Yu-Cheng Lin
- Department of Dentistry, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Min-Han Lin
- Department of Biological Sciences, Columbia University, New York, New York, USA
| | - Arijit Chakraborty
- Department of Surgery, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts, USA
- Shriners Hospitals for Children Boston, Boston, Massachusetts, USA
| | - Alexa Price-Whelan
- Department of Biological Sciences, Columbia University, New York, New York, USA
| | - Liang Tong
- Department of Biological Sciences, Columbia University, New York, New York, USA
| | - Laurence Rahme
- Department of Surgery, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts, USA
- Shriners Hospitals for Children Boston, Boston, Massachusetts, USA
- Department of Microbiology, Harvard Medical School, Boston, Massachusetts, USA
| | - Lars E. P. Dietrich
- Department of Biological Sciences, Columbia University, New York, New York, USA
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10
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Chen Y, Chauhan S, Gong C, Dayton H, Xu C, De La Cruz ED, Tsai YYW, Datta MS, Rosoklija GB, Dwork AJ, Mann JJ, Boldrini M, Leong KW, Dietrich LEP, Tomer R. Low-cost and scalable projected light-sheet microscopy for the high-resolution imaging of cleared tissue and living samples. Nat Biomed Eng 2024; 8:1109-1123. [PMID: 39209948 DOI: 10.1038/s41551-024-01249-9] [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: 08/06/2023] [Accepted: 08/02/2024] [Indexed: 09/04/2024]
Abstract
Light-sheet fluorescence microscopy (LSFM) is a widely used technique for imaging cleared tissue and living samples. However, high-performance LSFM systems are typically expensive and not easily scalable. Here we introduce a low-cost, scalable and versatile LSFM framework, which we named 'projected light-sheet microscopy' (pLSM), with high imaging performance and small device and computational footprints. We characterized the capabilities of pLSM, which repurposes readily available consumer-grade components, optimized optics, over-network control architecture and software-driven light-sheet modulation, by performing high-resolution mapping of cleared mouse brains and of post-mortem pathological human brain samples, and via the molecular phenotyping of brain and blood-vessel organoids derived from human induced pluripotent stem cells. We also report a method that leverages pLSM for the live imaging of the dynamics of sparsely labelled multi-layered bacterial pellicle biofilms at an air-liquid interface. pLSM can make high-resolution LSFM for biomedical applications more accessible, affordable and scalable.
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Affiliation(s)
- Yannan Chen
- Department of Biological Sciences, Columbia University, New York, NY, USA
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Shradha Chauhan
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Cheng Gong
- Department of Biological Sciences, Columbia University, New York, NY, USA
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Hannah Dayton
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Cong Xu
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | | | - Yu-Young Wesley Tsai
- Department of Biological Sciences, Columbia University, New York, NY, USA
- Mortimer B. Zuckerman Mind Brain and Behavior Institute, Columbia University, New York, NY, USA
| | - Malika S Datta
- Department of Biological Sciences, Columbia University, New York, NY, USA
- Mortimer B. Zuckerman Mind Brain and Behavior Institute, Columbia University, New York, NY, USA
| | - Gorazd B Rosoklija
- Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, NY, USA
| | - Andrew J Dwork
- Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, NY, USA
- Department of Pathology and Cell Biology, Columbia University, New York, NY, USA
| | - J John Mann
- Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, NY, USA
| | - Maura Boldrini
- Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, NY, USA
| | - Kam W Leong
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Lars E P Dietrich
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Raju Tomer
- Department of Biological Sciences, Columbia University, New York, NY, USA.
- Department of Biomedical Engineering, Columbia University, New York, NY, USA.
- Mortimer B. Zuckerman Mind Brain and Behavior Institute, Columbia University, New York, NY, USA.
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11
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Fay MG, Lang PJ, Denu DS, O’Connor NJ, Haydock B, Blaisdell J, Roussel N, Wilson A, Aronson SM, Angstman PJ, Gong C, Butola T, Devinsky O, Basu J, Tomer R, Glaser JR. ClearScope: a fully integrated light sheet theta microscope for sub-cellular resolution imaging without lateral size constraints. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.15.608141. [PMID: 39229056 PMCID: PMC11370359 DOI: 10.1101/2024.08.15.608141] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
Three-dimensional (3D) ex vivo imaging of cleared intact brains of animal models and large human and non-human primate postmortem brain specimens is important for understanding the physiological neural network connectivity patterns and the pathological alterations underlying neuropsychiatric and neurological disorders. Light-sheet microscopy has emerged as a highly effective imaging modality for rapid high-resolution imaging of large cleared samples. However, the orthogonal arrangements of illumination and detection optics in light sheet microscopy limits the size of specimen that can be imaged. Recently developed light sheet theta microscopy (LSTM) technology addressed this by utilizing a unique arrangement of two illumination light paths oblique to the detection light path, while allowing perpendicular arrangement of the detection light path relative to the specimen surface. Here, we report development of a next-generation, fully integrated, and user-friendly LSTM system for rapid sub-cellular resolution imaging uniformly throughout a large specimen without constraining the lateral (XY) size. In addition, we provide a seamlessly integrated workflow for image acquisition, data storage, pre- and post-processing, enhancement, and quantitative analysis. We demonstrate the system performance by high-resolution 3D imaging of intact mouse brains and human brain samples, and complete data analysis including digital neuron tracing, vessel reconstruction and design-based stereological analysis in 3D. This technically enhanced and user-friendly LSTM implementation will enable rapid quantitative mapping of molecular and cellular features of interests in diverse types of very large samples.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Cheng Gong
- Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Tanvi Butola
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA
- Department of Neuroscience and Physiology, New York University Grossman School of Medicine; New York City, 10016, USA
- Comprehensive Epilepsy Center, Department of Neurology, New York University Grossman School of Medicine; New York City, 10016, USA
| | - Orrin Devinsky
- Department of Neuroscience and Physiology, New York University Grossman School of Medicine; New York City, 10016, USA
- Department of Psychiatry, New York University Grossman School of Medicine; New York City, 10016, USA
- Comprehensive Epilepsy Center, Department of Neurology, New York University Grossman School of Medicine; New York City, 10016, USA
- Department of Neurosurgery, New York University Grossman School of Medicine; New York City, 10016, USA
| | - Jayeeta Basu
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA
- Department of Neuroscience and Physiology, New York University Grossman School of Medicine; New York City, 10016, USA
- Center for Neural Science, New York University, New York, NY 10003, USA
| | - Raju Tomer
- Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
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12
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Puri D, Allison KR. Escherichia coli self-organizes developmental rosettes. Proc Natl Acad Sci U S A 2024; 121:e2315850121. [PMID: 38814871 PMCID: PMC11161754 DOI: 10.1073/pnas.2315850121] [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: 09/12/2023] [Accepted: 05/01/2024] [Indexed: 06/01/2024] Open
Abstract
Rosettes are self-organizing, circular multicellular communities that initiate developmental processes, like organogenesis and embryogenesis, in complex organisms. Their formation results from the active repositioning of adhered sister cells and is thought to distinguish multicellular organisms from unicellular ones. Though common in eukaryotes, this multicellular behavior has not been reported in bacteria. In this study, we found that Escherichia coli forms rosettes by active sister-cell repositioning. After division, sister cells "fold" to actively align at the 2- and 4-cell stages of clonal division, thereby producing rosettes with characteristic quatrefoil configuration. Analysis revealed that folding follows an angular random walk, composed of ~1 µm strokes and directional randomization. We further showed that this motion was produced by the flagellum, the extracellular tail whose rotation generates swimming motility. Rosette formation was found to require de novo flagella synthesis suggesting it must balance the opposing forces of Ag43 adhesion and flagellar propulsion. We went on to show that proper rosette formation was required for subsequent morphogenesis of multicellular chains, rpoS gene expression, and formation of hydrostatic clonal-chain biofilms. Moreover, we found self-folding rosette-like communities in the standard motility assay, indicating that this behavior may be a general response to hydrostatic environments in E. coli. These findings establish self-organization of clonal rosettes by a prokaryote and have implications for evolutionary biology, synthetic biology, and medical microbiology.
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Affiliation(s)
- Devina Puri
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA30322
| | - Kyle R. Allison
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA30322
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA30322
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13
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Du Toit A. Bacterial architects build the biofilm structures. Nat Rev Microbiol 2024; 22:187. [PMID: 38347125 DOI: 10.1038/s41579-024-01020-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2024]
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14
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Florek LC, Lin X, Lin YC, Lin MH, Chakraborty A, Price-Whelan A, Tong L, Rahme L, Dietrich LE. The L-lactate dehydrogenases of Pseudomonas aeruginosa are conditionally regulated but both contribute to survival during macrophage infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.21.586142. [PMID: 38562866 PMCID: PMC10983889 DOI: 10.1101/2024.03.21.586142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Pseudomonas aeruginosa is an opportunistic pathogen that thrives in environments associated with human activity, including soil and water altered by agriculture or pollution. Because L-lactate is a significant product of plant and animal metabolism, it is available to serve as a carbon source for P. aeruginosa in the diverse settings it inhabits. Here, we evaluate P. aeruginosa's production and use of its redundant L-lactate dehydrogenases, termed LldD and LldA. We confirm that the protein LldR represses lldD and identify a new transcription factor, called LldS, that activates lldA; these distinct regulators and the genomic contexts of lldD and lldA contribute to their differential expression. We demonstrate that the lldD and lldA genes are conditionally controlled in response to lactate isomers as well as to glycolate and - hydroxybutyrate, which, like lactate, are -hydroxycarboxylates. We also show that lldA is induced when iron availability is low. Our examination of lldD and lldA expression across depth in biofilms indicates a complex pattern that is consistent with the effects of glycolate production, iron availability, and cross-regulation on enzyme preference. Finally, macrophage infection assays revealed that both lldD and lldA contribute to persistence within host cells, underscoring the potential role of L-lactate as a carbon source during P. aeruginosa-eukaryote interactions. Together, these findings help us understand the metabolism of a key resource that may promote P. aeruginosa's success as a resident of contaminated environments and animal hosts.
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Affiliation(s)
- Lindsey C. Florek
- Department of Biological Sciences, Columbia University, New York, NY 10027
| | - Xi Lin
- Department of Biological Sciences, Columbia University, New York, NY 10027
| | - Yu-Cheng Lin
- Department of Dentistry, National Yang Ming Chiao Tung University, Taipei, Taiwan 112
| | - Min-Han Lin
- Department of Biological Sciences, Columbia University, New York, NY 10027
| | - Arijit Chakraborty
- Department of Surgery, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts, USA
- Shriners Hospitals for Children Boston, Boston, Massachusetts, USA
| | - Alexa Price-Whelan
- Department of Biological Sciences, Columbia University, New York, NY 10027
| | - Liang Tong
- Department of Biological Sciences, Columbia University, New York, NY 10027
| | - Laurence Rahme
- Department of Surgery, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts, USA
- Shriners Hospitals for Children Boston, Boston, Massachusetts, USA
- Department of Microbiology, Harvard Medical School, Boston, Massachusetts, USA
| | - Lars E.P. Dietrich
- Department of Biological Sciences, Columbia University, New York, NY 10027
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