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Shaikh S, Saleem AN, Ymele-Leki P. Simulation and Modeling of the Adhesion of Staphylococcus aureus onto Inert Surfaces under Fluid Shear Stress. Pathogens 2024; 13:551. [PMID: 39057778 PMCID: PMC11280353 DOI: 10.3390/pathogens13070551] [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: 06/10/2024] [Revised: 06/26/2024] [Accepted: 06/28/2024] [Indexed: 07/28/2024] Open
Abstract
Bacterial adhesion to biotic and abiotic surfaces under fluid shear stress plays a major role in the pathogenesis of infections linked to medical implants and tissues. This study employed an automated BioFlux 200 microfluidic system and video microscopy to conduct real-time adhesion assays, examining the influence of shear stress on adhesion kinetics and spatial distribution of Staphylococcus aureus on glass surfaces. The adhesion rate exhibited a non-linear relationship with shear stress, with notable variations at intermediate levels. Empirical adhesion events were simulated with COMSOL Multiphysics® and Python. Overall, COMSOL accurately predicted the experimental trend of higher rates of bacterial adhesion with decreasing shear stress but poorly characterized the plateauing phenomena observed over time. Python provided a robust mathematical representation of the non-linear relationship between cell concentration, shear stress, and time but its polynomial regression approach was not grounded on theoretical physical concepts. These insights, combined with advancements in AI and machine learning, underscore the potential for synergistic computational techniques to enhance our understanding of bacterial adhesion to surfaces, offering a promising avenue for developing novel therapeutic strategies.
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Affiliation(s)
- Sarees Shaikh
- Department of Chemical Engineering, Howard University, Washington, DC 20059, USA;
| | - Abdul Nafay Saleem
- Department of Electrical Engineering and Computer Science, Howard University, Washington, DC 20059, USA;
| | - Patrick Ymele-Leki
- Department of Chemical Engineering, Howard University, Washington, DC 20059, USA;
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Mias C, Stennevin A, Doat G, Catté A, Chlasta J, Bessou-Touya S, Duplan H. Effect of a low-mineralized thermal spring water on skin barrier mechanical properties using atomic force microscopy. Exp Dermatol 2024; 33:e15113. [PMID: 38855894 DOI: 10.1111/exd.15113] [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: 11/17/2023] [Revised: 05/13/2024] [Accepted: 05/22/2024] [Indexed: 06/11/2024]
Abstract
The mineral content of thermal spring water (TSW) applied to the skin surface can directly influence the skin barrier. Indeed, our previous study showed that Avène TSW (ATSW), a low mineral content thermal spring water, protects the stratum corneum from dehydration compared to a mineral-rich TSW (MR-TSW) and maintains skin surface ultrastructure. While many TSWs have been recognized to have beneficial effects on skin, little is known about their localized and specific effects on skin barrier biomechanics at the nanometric scale. The aim of this study was to compare the effects of ATSW with a reference, MR-TSW, on the biomechanical barrier properties of the skin under homeostasis conditions using atomic force microscopy (AFM). AFM was used to obtain a precise nanomechanical mapping of the skin surface after three applications of both TSW. This provides specific information on the skin topographical profile and elasticity. The topographic profile of skin samples showed a specific compaction of the skin layers after application of MR-TSW, characterized by an increase of the total number of external skin layers, compared to non-treated samples. By contrast, ATSW did not modify the skin topographic profile. High-resolution force/volume acquisitions to capture the elastic modulus showed that it was directly correlated with skin rigidity. The elastic modulus strongly and significantly increased after MR-TSW application compared to non-treated skin. By contrast, applications of ATSW did not increase elastic modulus. These data demonstrate that applications of MR-TSW significantly modified skin barrier properties by increasing skin surface layer compaction and skin rigidity. By contrast, ATSW did not modify the topographical profile of skin explants nor induce mechanical stress at the level of the stratum corneum, indicating it does not disrupt the biophysical properties linked to skin surface integrity.
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Affiliation(s)
- C Mias
- Pierre Fabre Dermo-Cosmétique et Personal Care, Toulouse, France
| | | | - G Doat
- Direction médicale AVENE, Lavaur, France
| | | | | | - S Bessou-Touya
- Pierre Fabre Dermo-Cosmétique et Personal Care, Toulouse, France
| | - H Duplan
- Pierre Fabre Dermo-Cosmétique et Personal Care, Toulouse, France
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Casillas-Ituarte NN, Staats AM, Lower BH, Stoodley P, Lower SK. Host blood proteins as bridging ligand in bacterial aggregation as well as anchor point for adhesion in the molecular pathogenesis of Staphylococcus aureus infections. Micron 2021; 150:103137. [PMID: 34392091 PMCID: PMC8484042 DOI: 10.1016/j.micron.2021.103137] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 07/09/2021] [Accepted: 08/03/2021] [Indexed: 11/20/2022]
Abstract
Fibronectin (Fn) and fibrinogen (Fg) are major host proteins present in the extracellular matrix, blood, and coatings on indwelling medical devices. The ability of Staphylococcus aureus to cause infections in humans depends on favorable interactions with these host ligands. Closely related bacterial adhesins, fibronectin-binding proteins A and B (FnBPA, FnBPB) were evaluated for two key steps in pathogenesis: clumping and adhesion. Experiments utilized optical spectrophotometry, flow cytometry, and atomic force microscopy to probe FnBPA/B alone or in combination in seven different strains of S. aureus and Lactococcus lactis, a Gram-positive surrogate that naturally lacks adhesins to mammalian ligands. In the absence of soluble ligands, both FnBPA and FnBPB were capable of interacting with adjacent FnBPs from neighboring bacteria to mediate clumping. In the presence of soluble host ligands, clumping was enhanced particularly under shear stress and with Fn present in the media. FnBPB exhibited greater ability to clump compared to FnBPA. The strength of adhesion was similar for immobilized Fn to FnBPA and FnBPB. These findings suggest that these two distinct but closely related bacterial adhesins, have different functional capabilities to interact with host ligands in different settings (e.g., soluble vs. immobilized). Survival and persistence of S. aureus in a human host may depend on complementary roles of FnBPA and FnBPB as they interact with different conformations of Fn or Fg (compact in solution vs. extended on a surface) present in different physiological spaces.
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Affiliation(s)
- Nadia N Casillas-Ituarte
- School of Earth Sciences, The Ohio State University, Columbus, OH, 43210, USA; School of Environment and Natural Resources, The Ohio State University, Columbus, OH, 43210, USA.
| | - Amelia M Staats
- Departments of Microbiology and Microbial Infection and Immunity, The Ohio State University, 43210, Columbus, OH, USA
| | - Brian H Lower
- School of Environment and Natural Resources, The Ohio State University, Columbus, OH, 43210, USA
| | - Paul Stoodley
- Departments of Microbiology and Microbial Infection and Immunity, The Ohio State University, 43210, Columbus, OH, USA; Department of Orthopaedics, The Ohio State University, Columbus, OH, 43210, USA
| | - Steven K Lower
- School of Earth Sciences, The Ohio State University, Columbus, OH, 43210, USA; School of Environment and Natural Resources, The Ohio State University, Columbus, OH, 43210, USA; Departments of Microbiology and Microbial Infection and Immunity, The Ohio State University, 43210, Columbus, OH, USA
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Adhesion of Streptococcus mutans on remineralized enamel surface induced by poly(amido amine) dendrimers. Colloids Surf B Biointerfaces 2021; 197:111409. [DOI: 10.1016/j.colsurfb.2020.111409] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 10/02/2020] [Accepted: 10/09/2020] [Indexed: 11/21/2022]
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Oliveira Silva TS, Freitas AR, Albuquerque RF, Pedrazzi V, Ribeiro RF, Nascimento C. A 3‐year longitudinal prospective study assessing microbial profile and clinical outcomes of single‐unit cement‐retained implant restorations: Zirconia versus titanium abutments. Clin Implant Dent Relat Res 2020; 22:301-310. [DOI: 10.1111/cid.12888] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 01/16/2020] [Accepted: 01/22/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Thalisson S. Oliveira Silva
- Department of Dental Materials and Prosthodontics, Faculty of Dentistry of Ribeirão Preto, Molecular Diagnosis Laboratory University of São Paulo Ribeirão Preto São Paulo Brazil
| | - Alice R. Freitas
- Department of Dental Materials and Prosthodontics, Faculty of Dentistry of Ribeirão Preto, Molecular Diagnosis Laboratory University of São Paulo Ribeirão Preto São Paulo Brazil
| | - Rubens F. Albuquerque
- Department of Dental Materials and Prosthodontics, Faculty of Dentistry of Ribeirão Preto, Molecular Diagnosis Laboratory University of São Paulo Ribeirão Preto São Paulo Brazil
| | - Vinícius Pedrazzi
- Department of Dental Materials and Prosthodontics, Faculty of Dentistry of Ribeirão Preto, Molecular Diagnosis Laboratory University of São Paulo Ribeirão Preto São Paulo Brazil
| | - Ricardo F. Ribeiro
- Department of Dental Materials and Prosthodontics, Faculty of Dentistry of Ribeirão Preto, Molecular Diagnosis Laboratory University of São Paulo Ribeirão Preto São Paulo Brazil
| | - Cássio Nascimento
- Department of Dental Materials and Prosthodontics, Faculty of Dentistry of Ribeirão Preto, Molecular Diagnosis Laboratory University of São Paulo Ribeirão Preto São Paulo Brazil
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Puchkov EO. Quantitative Methods for Single-Cell Analysis of Microorganisms. Microbiology (Reading) 2019. [DOI: 10.1134/s0026261719010120] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Byvalov AA, Kononenko VL, Konyshev IV. Single-Cell Force Spectroscopy of Interaction of Lipopolysaccharides from Yersinia pseudotuberculosis and Yersinia pestis with J774 Macrophage Membrane Using Optical Tweezers. BIOCHEMISTRY (MOSCOW), SUPPLEMENT SERIES A: MEMBRANE AND CELL BIOLOGY 2018. [DOI: 10.1134/s1990747818020058] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Influence of Surface Properties on Adhesion Forces and Attachment of Streptococcus mutans to Zirconia In Vitro. BIOMED RESEARCH INTERNATIONAL 2016; 2016:8901253. [PMID: 27975061 PMCID: PMC5126402 DOI: 10.1155/2016/8901253] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 10/10/2016] [Indexed: 01/23/2023]
Abstract
Zirconia is becoming a prevalent material in dentistry. However, any foreign bodies inserted may provide new niches for the bacteria in oral cavity. The object of this study was to explore the effect of surface properties including surface roughness and hydrophobicity on the adhesion and biofilm formation of Streptococcus mutans (S. mutans) to zirconia. Atomic force microscopy was employed to determine the zirconia surface morphology and the adhesion forces between the S. mutans and zirconia. The results showed that the surface roughness was nanoscale and significantly different among tested groups (P < 0.05): Coarse (23.94 ± 2.52 nm) > Medium (17.00 ± 3.81 nm) > Fine (11.89 ± 1.68 nm). The contact angles of the Coarse group were the highest, followed by the Medium and the Fine groups. Increasing the surface roughness and hydrophobicity resulted in an increase of adhesion forces and early attachment (2 h and 4 h) of S. mutans on the zirconia but no influence on the further development of biofilm (6 h~24 h). Our findings suggest that the surface roughness in nanoscale and hydrophobicity of zirconia had influence on the S. mutans initial adhesion force and early attachment instead of whole stages of biofilm formation.
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Perni S, Preedy EC, Landini P, Prokopovich P. Influence of csgD and ompR on Nanomechanics, Adhesion Forces, and Curli Properties of E. coli. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:7965-7974. [PMID: 27434665 DOI: 10.1021/acs.langmuir.6b02342] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Curli are bacterial appendages involved in the adhesion of cells to surfaces; their synthesis is regulated by many genes such as csgD and ompR. The expression of the two curli subunits (CsgA and CsgB) in Escherichia coli (E. coli) is regulated by CsgD; at the same time, csgD transcription is under the control of OmpR. Therefore, both genes are involved in the control of curli production. In this work, we elucidated the role of these genes in the nanomechanical and adhesive properties of E. coli MG1655 (a laboratory strain not expressing significant amount of curli) and its curli-producing mutants overexpressing OmpR and CsgD, employing atomic force microscopy (AFM). Nanomechanical analysis revealed that the expression of these genes gave origin to cells with a lower Young's modulus (E) and turgidity (P0), whereas the adhesion forces were unaffected when genes involved in curli formation were expressed. AFM was also employed to study the primary structure of the curli expressed through the freely jointed chain (FJC) model for polymers. CsgD increased the number of curli on the surface more than OmpR did, and the overexpression of both genes did not result in a greater number of curli. Neither of the genes had an impact on the structure (total length of the polymer and number and length of Kuhn segments) of the curli. Our results further suggest that, despite the widely assumed role of curli in cell adhesion, cell adhesion force is also dictated by surface properties because no relation between the number of curli expressed on the surface and cell adhesion was found.
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Affiliation(s)
- Stefano Perni
- Cardiff School of Pharmacy and Pharmaceutical Science, Cardiff University , Cardiff, U.K. CF10 3NB
| | - Emily Callard Preedy
- Cardiff School of Pharmacy and Pharmaceutical Science, Cardiff University , Cardiff, U.K. CF10 3NB
| | - Paolo Landini
- Department of Biomolecular Sciences and Biotechnology, University of Milan , 20122 Milan, Italy
| | - Polina Prokopovich
- Cardiff School of Pharmacy and Pharmaceutical Science, Cardiff University , Cardiff, U.K. CF10 3NB
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Zhang Y, Zhang W, Wang S, Wang C, Xie J, Chen X, Xu Y, Mao P. Detection of human erythrocytes influenced by iron deficiency anemia and thalassemia using atomic force microscopy. Micron 2012; 43:1287-92. [DOI: 10.1016/j.micron.2011.10.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2011] [Revised: 10/06/2011] [Accepted: 10/21/2011] [Indexed: 02/04/2023]
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