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Şimşek E, Kim K, Lu J, Silver A, Luo N, Lee CT, You L. A 'rich-get-richer' mechanism drives patchy dynamics and resistance evolution in antibiotic-treated bacteria. Mol Syst Biol 2024:10.1038/s44320-024-00046-5. [PMID: 38877321 DOI: 10.1038/s44320-024-00046-5] [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: 11/19/2023] [Revised: 05/21/2024] [Accepted: 05/23/2024] [Indexed: 06/16/2024] Open
Abstract
Bacteria in nature often form surface-attached communities that initially comprise distinct subpopulations, or patches. For pathogens, these patches can form at infection sites, persist during antibiotic treatment, and develop into mature biofilms. Evidence suggests that patches can emerge due to heterogeneity in the growth environment and bacterial seeding, as well as cell-cell signaling. However, it is unclear how these factors contribute to patch formation and how patch formation might affect bacterial survival and evolution. Here, we demonstrate that a 'rich-get-richer' mechanism drives patch formation in bacteria exhibiting collective survival (CS) during antibiotic treatment. Modeling predicts that the seeding heterogeneity of these bacteria is amplified by local CS and global resource competition, leading to patch formation. Increasing the dose of a non-eradicating antibiotic treatment increases the degree of patchiness. Experimentally, we first demonstrated the mechanism using engineered Escherichia coli and then demonstrated its applicability to a pathogen, Pseudomonas aeruginosa. We further showed that the formation of P. aeruginosa patches promoted the evolution of antibiotic resistance. Our work provides new insights into population dynamics and resistance evolution during surface-attached bacterial growth.
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Affiliation(s)
- Emrah Şimşek
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
- Center for Quantitative Biodesign, Duke University, Durham, NC, 27708, USA
| | - Kyeri Kim
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
- Center for Quantitative Biodesign, Duke University, Durham, NC, 27708, USA
| | - Jia Lu
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
- Center for Quantitative Biodesign, Duke University, Durham, NC, 27708, USA
| | - Anita Silver
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
- Center for Quantitative Biodesign, Duke University, Durham, NC, 27708, USA
| | - Nan Luo
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, 518055, Shenzhen, China
| | - Charlotte T Lee
- Center for Quantitative Biodesign, Duke University, Durham, NC, 27708, USA
- Department of Biology, Duke University, Durham, NC, 27708, USA
| | - Lingchong You
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
- Center for Quantitative Biodesign, Duke University, Durham, NC, 27708, USA.
- Center for Genomic and Computational Biology, Duke University, Durham, NC, 27708, USA.
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, 27708, USA.
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Zurabov F, Glazunov E, Kochetova T, Uskevich V, Popova V. Bacteriophages with depolymerase activity in the control of antibiotic resistant Klebsiella pneumoniae biofilms. Sci Rep 2023; 13:15188. [PMID: 37704798 PMCID: PMC10499987 DOI: 10.1038/s41598-023-42505-3] [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: 02/17/2023] [Accepted: 09/11/2023] [Indexed: 09/15/2023] Open
Abstract
Klebsiella pneumoniae is associated with a variety of infections, such as pneumonia, urogenital infection, liver abscess, and bloodstream infection. It is especially dangerous for patients in medical facilities, where it can cause ventilator-associated pneumonia or intensive care unit-acquired pneumonia. The emergence of multidrug-resistant and hypervirulent strains as well as the ability to form biofilms on various medical devices complicates the treatment of such infections and makes the use of antibiotics ineffective. The application of bacteriophages is a promising alternative for combating Klebsiella pneumoniae biofilms. In the present study a cocktail of 3 bacteriophages with depolymerase activity was used to control antibiotic resistant Klebsiella pneumoniae biofilms in vitro. Biofilms were examined using optical and scanning electron microscopy. The obtained results demonstrate that the studied bacteriophage cocktail can effectively disrupt Klebsiella pneumoniae biofilms.
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Affiliation(s)
- Fedor Zurabov
- Research and Production Center "MicroMir", LLC, Moscow, Russia.
- Department of Virology, Lomonosov Moscow State University, Moscow, Russia.
| | - Egor Glazunov
- Research and Production Center "MicroMir", LLC, Moscow, Russia
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3
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Exploring Active Peptides with Antimicrobial Activity In Planta against Xylella fastidiosa. BIOLOGY 2022; 11:biology11111685. [DOI: 10.3390/biology11111685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/15/2022] [Accepted: 11/18/2022] [Indexed: 11/24/2022]
Abstract
Xylella fastidiosa (Xf) is a xylem-limited quarantine plant bacterium and one of the most harmful agricultural pathogens across the world. Despite significant research efforts, neither a direct treatment nor an efficient strategy has yet been developed for combatting Xylella-associated diseases. Antimicrobial peptides (AMPs) have been gaining interest as a promising sustainable tool to control pathogens due to their unique mechanism of action, broad spectrum of activity, and low environmental impact. In this study, we disclose the bioactivity of nine AMPs reported in the literature to be efficient against human and plant pathogen bacteria, i.e., Escherichia coli, Staphylococcus aureus, and Pseudomonas aeruginosa, against Xf, through in vitro and in vivo experiments. Based on viable-quantitative PCR (v-qPCR), fluorescence microscopy (FM), optical density (OD), and transmission electron microscopy (TEM) assays, peptides Ascaphin-8 (GF19), DASamP1 (FF13), and DASamP2 (IL14) demonstrated the highest bactericidal and antibiofilm activities and were more efficient than the peptide PB178 (KL29), reported as one of the most potent AMPs against Xf at present. Furthermore, these AMPs showed low to no toxicity when tested on eukaryotic cells. In in planta tests, no Xf disease symptoms were noticed in Nicotiana tabacum plants treated with the AMPs 40 days post inoculation. This study highlighted the high antagonistic activity of newly tested AMP candidates against Xf, which could lead to the development of promising eco-friendly management of Xf-related diseases.
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Anbumani S, da Silva AM, Alaferdov A, Puydinger dos Santos MV, Carvalho IGB, de Souza e Silva M, Moshkalev S, Carvalho HF, de Souza AA, Cotta MA. Physiochemically Distinct Surface Properties of SU-8 Polymer Modulate Bacterial Cell-Surface Holdfast and Colonization. ACS APPLIED BIO MATERIALS 2022; 5:4903-4912. [PMID: 36162102 PMCID: PMC9580523 DOI: 10.1021/acsabm.2c00632] [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: 07/16/2022] [Accepted: 09/13/2022] [Indexed: 11/28/2022]
Abstract
SU-8 polymer is an excellent platform for diverse applications due to its high aspect ratio of micro/nanostructure fabrication and exceptional physicochemical and biocompatible properties. Although SU-8 polymer has often been investigated for various biological applications, how its surface properties influence the interaction of bacterial cells with the substrate and its colonization is poorly understood. In this work, we tailor SU-8 nanoscale surface properties to investigate single-cell motility, adhesion, and successive colonization of phytopathogenic bacteria, Xylella fastidiosa. Different surface properties of SU-8 thin films have been prepared using photolithography processing and oxygen plasma treatment. A more significant density of carboxyl groups in hydrophilic plasma-treated SU-8 surfaces promotes faster cell motility in the earlier growth stage. The hydrophobic nature of pristine SU-8 surfaces shows no trackable bacterial motility and 5-10 times more single cells adhered to the surface than its plasma-treated counterpart. In addition, plasma-treated SU-8 samples suppressed bacterial adhesion, with surfaces showing less than 5% coverage. These results not only showcase that SU-8 surface properties can impact the spatiotemporal bacterial behavior but also provide insights into pathogens' prominent ability to evolve and adapt to different surface properties.
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Affiliation(s)
- Silambarasan Anbumani
- Institute
of Physics “Gleb Wataghin”, University of Campinas, Campinas, SP 13083-859, Brazil
| | - Aldeliane M. da Silva
- Institute
of Physics “Gleb Wataghin”, University of Campinas, Campinas, SP 13083-859, Brazil
| | - Andrei Alaferdov
- Center
for Semiconductor Components and Nanotechnologies, University of Campinas, Campinas, SP 13083-870, Brazil
| | | | - Isis G. B. Carvalho
- Citrus
Center APTA “Sylvio Moreira” Agronomic Institute of
Campinas, Cordeirópolis, SP 13490-970, Brazil
| | - Mariana de Souza e Silva
- Citrus
Center APTA “Sylvio Moreira” Agronomic Institute of
Campinas, Cordeirópolis, SP 13490-970, Brazil
| | - Stanislav Moshkalev
- Center
for Semiconductor Components and Nanotechnologies, University of Campinas, Campinas, SP 13083-870, Brazil
| | - Hernandes F. Carvalho
- Department
of Structural and Functional Biology, Institute of Biology, University of Campinas, Campinas, SP 13083-862, Brazil
| | - Alessandra A. de Souza
- Citrus
Center APTA “Sylvio Moreira” Agronomic Institute of
Campinas, Cordeirópolis, SP 13490-970, Brazil
| | - Monica A. Cotta
- Institute
of Physics “Gleb Wataghin”, University of Campinas, Campinas, SP 13083-859, Brazil
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Thidiazuron: New Trends and Future Perspectives to Fight Xylella fastidiosa in Olive Trees. Antibiotics (Basel) 2022; 11:antibiotics11070947. [PMID: 35884201 PMCID: PMC9312276 DOI: 10.3390/antibiotics11070947] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/11/2022] [Accepted: 07/13/2022] [Indexed: 11/25/2022] Open
Abstract
These days, most of our attention has been focused on the COVID-19 pandemic, and we have often neglected what is happening in the environment. For instance, the bacterium Xylella fastidiosa re-emerged as a plant pathogen of global importance in 2013 when it was first associated with an olive tree disease epidemic in Italy, called Olive Quick Decline Syndrome (OQDS), specifically caused by X. fastidiosa subspecies pauca ST53, which affects the Salento olive trees (Apulia, South-East Italy). This bacterium, transmitted by the insect Philaenus spumarius, is negatively reshaping the Salento landscape and has had a very high impact in the production of olives, leading to an increase of olive oil prices, thus new studies to curb this bacterium are urgently needed. Thidiazuron (TDZ), a diphenylurea (N-phenyl-1,2,3-thiadiazol-5-yl urea), has gained considerable attention in recent decades due to its efficient role in plant cell and tissue culture, being the most suitable growth regulator for rapid and effective plant production in vitro. Its biological activity against bacteria, fungi and biofilms has also been described, and the use of this low-cost compound to fight OQDS may be an intriguing idea.
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An Agent-Based Interpretation of Leukocyte Chemotaxis in Cancer-on-Chip Experiments. MATHEMATICS 2022. [DOI: 10.3390/math10081338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
The present paper was inspired by recent developments in laboratory experiments within the framework of cancer-on-chip technology, an immune-oncology microfluidic chip aiming at studying the fundamental mechanisms of immunocompetent behavior. We focus on the laboratory setting where cancer is treated with chemotherapy drugs, and in this case, the effects of the treatment administration hypothesized by biologists are: the absence of migration and proliferation of tumor cells, which are dying; the stimulation of the production of chemical substances (annexin); the migration of leukocytes in the direction of higher concentrations of chemicals. Here, following the physiological hypotheses made by biologists on the phenomena occurring in these experiments, we introduce an agent-based model reproducing the dynamics of two cell populations (agents), i.e., tumor cells and leukocytes living in the microfluidic chip environment. Our model aims at proof of concept, demonstrating that the observations of the biological phenomena can be obtained by the model on the basis of the explicit assumptions made. In this framework, close adherence of the computational model to the biological results, as shown in the section devoted to the first calibration of the model with respect to available observations, is successfully accomplished.
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