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Qian L, He Y, Lian W, Ji Z, Tian Z, Wang C, Cao C, Shern T, Stedman T, Sun Y. AgrC biotinylation inhibits Staphylococcus aureus infection. PLoS One 2025; 20:e0318695. [PMID: 40193824 PMCID: PMC11991674 DOI: 10.1371/journal.pone.0318695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 01/20/2025] [Indexed: 04/09/2025] Open
Abstract
Staphylococcus aureus (S. aureus) is a leading cause of nosocomial infections, particularly among antibiotic-resistant strains. S. aureus virulence is governed by the accessory gene regulator (Agr) quorum sensing (QS) system, which relies on AgrC, a two-component histidine kinase, to detect secreted auto-inducing peptides (AIPs). Emerging evidence highlights the potential of inhibiting the interaction between AgrC and AIPs as a promising therapeutic strategy. Given the limited clinic methods in inhibiting AgrC, we hereby report a novel method utilizing TurboID, an engineered biotin ligase, to inhibit Agr C on S. aureus via its biotinylation. To achieve this goal, a fusion protein named TurboID-AgrD[Formula: see text] (Agr-ID) was designed to include an AgrC binding domain (AgrID[Formula: see text]) and a catalytic domain (TurboID) for AgrC biotinylation. By incubating with Alexa Fluor 647-conjugated streptavidin, the biotinylated AgrC on S. aureus was successfully visualized through fluorescence microscopy with 100x objective. We further confirmed the specific biotinylation of AgrC using Western Blotting, and biotinylated AgrC resulted in inhibiting the growth of S. aureus strains, including S. aureus 25923, S. aureus 43300, and S. aureus 6538 (MRSA). The downstream biological effect of AgrC biotinylation exhibited decreased virulence protein generation as monitored by the lower presence of apoptotic HEK 293T cells after incubating with S. aureus cell lysates and supernatant. The impaired colonizing features from biotinylated S. aureus 6538 were investigated by calculating the decreased ratio of cell death versus live HeLa cells. By further investigating the efficiency of the immune clearance of biotinylated S. aureus by mouse macrophages, we observed the enhanced uptake of S. aureus by murine macrophages in vivo. Overall, our work reveals that the biotinylation of AgrC can inhibit the growth and toxicity of S. aureus while simultaneously promoting the clearance of biotinylated S. aureus via macrophage phagocytosis.
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Affiliation(s)
- Lijuan Qian
- College of Biomedicine and Health, Anhui Science and Technology University, Anhui, China
- College of Agriculture, Anhui Science and Technology University, Anhui, China
| | - Yuxin He
- BS-united China Group, International Genetically Engineered Machine (iGEM) Team, Anhui Science and Technology University, Anhui, China
| | - Wenzhe Lian
- BS-united China Group, International Genetically Engineered Machine (iGEM) Team, Anhui Science and Technology University, Anhui, China
| | - Zhiyuan Ji
- BS-united China Group, International Genetically Engineered Machine (iGEM) Team, Anhui Science and Technology University, Anhui, China
| | - Ziming Tian
- BS-united China Group, International Genetically Engineered Machine (iGEM) Team, Anhui Science and Technology University, Anhui, China
| | - Chuyun Wang
- BS-united China Group, International Genetically Engineered Machine (iGEM) Team, Anhui Science and Technology University, Anhui, China
| | - Chen Cao
- BS-united China Group, International Genetically Engineered Machine (iGEM) Team, Anhui Science and Technology University, Anhui, China
| | - Tyler Shern
- Columbia College, Columbia University, New York, United States of America
| | - Teagan Stedman
- Graduate School of Arts and Sciences, Columbia University Irving Medical Center, New York, United States of America
| | - Yujun Sun
- College of Biomedicine and Health, Anhui Science and Technology University, Anhui, China
- College of Agriculture, Anhui Science and Technology University, Anhui, China
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Moreland RB, Brubaker L, Tinawi L, Wolfe AJ. Rapid and accurate testing for urinary tract infection: new clothes for the emperor. Clin Microbiol Rev 2025; 38:e0012924. [PMID: 39641639 PMCID: PMC11905368 DOI: 10.1128/cmr.00129-24] [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] [Indexed: 12/07/2024] Open
Abstract
SUMMARYUrinary tract infection (UTI) is among the most common infections in clinical practice. In some cases, if left untreated, it can lead to pyelonephritis and urosepsis. In other cases, UTI resolves without treatment. Clinical diagnosis is typically based on patient symptoms and/or urinalysis, including urine dipsticks. The standard urine culture method is sometimes employed to identify the suspected urinary pathogen (uropathogen) and/or guide antimicrobial choice, but results are rarely available before 24 h. The standard urine culture method also misses fastidious, anaerobic, and slow-growing uropathogens and rarely reports polymicrobial infections. The unexplained combination of negative urine cultures with persistent urinary tract symptoms is distressing to both patients and clinicians. Given the broad appreciation of the advantages provided by rapid testing (e.g., for COVID-19 or influenza A), a rapid, accurate diagnostic test is needed to deliver timely treatment to patients seeking care for UTI that optimizes antibiotic stewardship. Herein, we discuss progress being made toward an accessible, timely (i.e., within hours), accurate assay with results that are clinically useful for the treating clinician within the timeframe of the infection (i.e., the growth rate of the pathogen(s)). New and emerging uropathogens often overlooked by current diagnostic techniques are also reviewed.
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Affiliation(s)
- Robert B. Moreland
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, Illinois, USA
| | - Linda Brubaker
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Diego, La Jolla, California, USA
| | - Lana Tinawi
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, Illinois, USA
| | - Alan J. Wolfe
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, Illinois, USA
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Lin L, Lv Z, Wang M, Kan A, Zou S, Wu B, Guo L, Edirs S, Liu J, Zhu L. Comparative Analysis of Chemical Composition and Antibacterial Activity of Essential Oils from Five Varieties of Lavender Extracted via Supercritical Fluid Extraction. Molecules 2025; 30:217. [PMID: 39860087 PMCID: PMC11767404 DOI: 10.3390/molecules30020217] [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: 10/22/2024] [Revised: 01/03/2025] [Accepted: 01/04/2025] [Indexed: 01/27/2025] Open
Abstract
This study aimed to determine the chemical composition of five Lavender essential oils (LEOs) using the gas chromatography-mass spectroscopy technique and to assess their antibacterial activity against four marine Vibrio species, including Shewanella algae, Shewanella maridflavi, Vibrio harveyi, and Vibrio alginolyticus. Sensitivity tests were performed using the disk diffusion and serial dilution methods. The results showed that all five LEOs exhibited antibacterial activity against the four tested marine Vibrio species. The antibacterial activities of all five LEOs were above moderate sensitivity. The five LEOs from French blue, space blue, eye-catching, and true Lavender showed high sensitivity, particularly against Shewanella maridflavi. The compounds of LEOs from different varieties of Lavender were similar and mainly comprised linalool, linalyl acetate, eucalyptol, and isoborneol. Different varieties of LEOs possessed unique components besides common components, and the percentage of each one was different, which led to different fragrance loads. The major fragrances were lily of the valley, an aromatic compound fragrance, and an herbal fragrance. The antibacterial activity of LEO from eye-catching Lavender was better than that of others, which could provide a reference for its application in the prevention and control of marine Vibrio spp. and the development of antibacterial products.
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Affiliation(s)
- Lijing Lin
- Hainan Key Laboratory of Storage and Processing of Fruits and Vegetables, Agricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China; (L.L.); (M.W.)
| | - Zhencheng Lv
- School of life Sciences, Huizhou University, Huizhou 516007, China; (Z.L.); (S.Z.)
| | - Meiyu Wang
- Hainan Key Laboratory of Storage and Processing of Fruits and Vegetables, Agricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China; (L.L.); (M.W.)
- Merchant Marine College, Shanghai Maritime University, Shanghai 201306, China;
| | - Ankang Kan
- Merchant Marine College, Shanghai Maritime University, Shanghai 201306, China;
| | - Songling Zou
- School of life Sciences, Huizhou University, Huizhou 516007, China; (Z.L.); (S.Z.)
| | - Bin Wu
- Institute of Agro-Production Storage and Processing, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China; (B.W.); (L.G.); (S.E.)
| | - Limin Guo
- Institute of Agro-Production Storage and Processing, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China; (B.W.); (L.G.); (S.E.)
| | - Salamet Edirs
- Institute of Agro-Production Storage and Processing, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China; (B.W.); (L.G.); (S.E.)
| | - Jiameng Liu
- Hainan Key Laboratory of Storage and Processing of Fruits and Vegetables, Agricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China; (L.L.); (M.W.)
| | - Lin Zhu
- Hainan Key Laboratory of Storage and Processing of Fruits and Vegetables, Agricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China; (L.L.); (M.W.)
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Xia Y, Wen Y, Yang Y, Song X, Wang Y, Zhang Z. Exploring bio-remediation strategies by a novel bacteria Micrococcus sp. strain HX in Cr(VI)-contaminated groundwater from long-term industrial polluted. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 289:117474. [PMID: 39644576 DOI: 10.1016/j.ecoenv.2024.117474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 09/25/2024] [Accepted: 12/03/2024] [Indexed: 12/09/2024]
Abstract
Hexavalent chromium (Cr(VI)) has emerged as a contaminant of heavy metal, owing to its wide use in industry. This study focuses on elucidating the interaction between microbial communities and environmental parameters in Cr(VI)-contaminated groundwater near a factory in Henan Province, and evaluating the bio-remediation potential of microorganisms toward Cr(VI) reduction. The highest concentration of Cr(VI) in the groundwater is 208.08 mg/L. The dominant microbes were Proteobacteria and Bacteroidota, closely positively related to Cr(VI) and SO42-. Many of these genus have been proven to be chromium tolerant or have the ability to reduce Cr(VI). Two strains, Micrococcus sp. HX and Bacillus sp. HX-2, were isolated from contaminated groundwater, and Micrococcus sp. HX was used for the first time to reduce Cr(VI) in groundwater. The reduced ability of HX reached 90.18 % at a Cr(VI) concentration of 100 mg/L, while HX-2 achieved a reduction capacity of 63.8 %. Micrococcus sp. HX shows the best reduction efficiency in alkaline environments (ph=8), which is close to the tannery industry wastewater. The reduction efficiency by Micrococcus sp. HX reached 67.26 % in groundwater samples (Cr(VI)= 26.08 mg/L). Transcriptome analyses revealed oxidoreductase activity, ATP binding and the NAD(P) binding region protein-related gene expression were up-regulated. Binding reduction experiments indicated that most of the Cr(III) was detected extracellular, which suggests that the reduction of Cr(VI) by HX was mainly extracellular enzyme-catalyzed.
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Affiliation(s)
- Yu Xia
- Key Laboratory of Regional Environment and Eco-restoration (Shenyang University), Ministry of Education, Shenyang University, Shenyang 110044, China
| | - Yujuan Wen
- Key Laboratory of Regional Environment and Eco-restoration (Shenyang University), Ministry of Education, Shenyang University, Shenyang 110044, China; Northeast Geological S&T Innovation Center of China Geological Survey, Shenyang University, Shenyang 110044, China; Key Laboratory of Black Soil Evolution and Ecological Effect, Ministry of Natural Resources, China.
| | - Yuesuo Yang
- Key Laboratory of Regional Environment and Eco-restoration (Shenyang University), Ministry of Education, Shenyang University, Shenyang 110044, China; Key Laboratory of Groundwater Resources and Environment (Jilin University), Ministry of Education, Changchun 130021, China
| | - Xiaoming Song
- Key Laboratory of Regional Environment and Eco-restoration (Shenyang University), Ministry of Education, Shenyang University, Shenyang 110044, China
| | - Yunlong Wang
- Key Laboratory of Regional Environment and Eco-restoration (Shenyang University), Ministry of Education, Shenyang University, Shenyang 110044, China
| | - Zhipeng Zhang
- Sichuan Geological Environment Survey and Research Center, Sichuan 610000, China
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Talukdar P, Gohain RB, Bharadwaj P, Thakur D, Biswas S. Inactivation of Candida albicans, Staphylococcus aureus and multidrug-resistant Escherichia coli with dielectric barrier discharged cold atmospheric plasma: a comparative study with antimicrobial drugs. J Med Microbiol 2025; 74. [PMID: 39879135 DOI: 10.1099/jmm.0.001965] [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] [Indexed: 01/31/2025] Open
Abstract
Introduction. Cold atmospheric plasma (CAP) has emerged as a promising technology for neutralizing microbes, including multidrug-resistant strains. This study investigates CAP's potential as an alternative to traditional antimicrobial drugs for microbial inactivation.Hypothesis/Gap Statement. In the era of increasing antimicrobial resistance, there is a persistent need for alternative antimicrobial strategies. CAP exerts its effects by generating reactive oxygen and nitrogen species (RONS), but its comparative efficacy against antimicrobial drugs requires further exploration.Aim. To evaluate the antimicrobial efficacy of CAP in inactivating multidrug-resistant Escherichia coli (ATCC BAA-2469), Staphylococcus aureus (MTCC 96) and Candida albicans (MTCC 227) and to compare its effectiveness with standard antimicrobial drugs.Methodology. CAP, produced by an indigenously developed dielectric barrier discharge (DBD) setup comprising a quartz-glass-covered high-voltage electrode and a grounded stainless steel mesh electrode, was used to treat three pathogenic samples with varying treatment times (0-60 s). The zone of inhibition (ZoI; zone where microbes cannot grow) induced by CAP was compared with the ZoI of selected antimicrobial drugs (5-300 mcg). Scanning electron microscopy (SEM) analysed morphological changes, while optical emission spectroscopy (OES) detected RONS generated during treatment. Growth curve analysis assessed CAP's impact on microbial growth, and statistical analysis compared CAP-induced ZoI with drug-induced ZoI.Results. CAP treatment produced substantial ZoI against E. coli, S. aureus and C. albicans, with the largest ZoI (1194±35.35 mm²) in C. albicans after 60 s. DBD-CAP showed equivalent or superior efficacy compared with selected antimicrobial drugs based on ZoI comparisons. SEM revealed extensive cellular damage in all three pathogens, with visible morphological disruption within 60 s. Growth curve analysis showed a significant delay in microbial proliferation with increasing CAP exposure, effectively inhibiting growth over 24 h. OES confirmed the presence of RONS-related molecular bands [N2(C-B), N2 +(B-X) and OH(A-X)] and atomic O lines in the CAP.Conclusion. CAP treatment exhibits equivalent or superior antimicrobial activity compared to selected antimicrobial drugs. CAP treatment exerts effects by inactivating pathogens, disintegrating cellular morphology and delaying microbial growth. These findings highlight CAP as a promising alternative to prolonged treatments, addressing antimicrobial resistance and advancing clinical strategies.
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Affiliation(s)
- Punam Talukdar
- Institute of Advanced Study in Science and Technology (IASST), Guwahati 781035, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Reetesh Borpatra Gohain
- Institute of Advanced Study in Science and Technology (IASST), Guwahati 781035, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Pranami Bharadwaj
- Institute of Advanced Study in Science and Technology (IASST), Guwahati 781035, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Debajit Thakur
- Institute of Advanced Study in Science and Technology (IASST), Guwahati 781035, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Subir Biswas
- Institute of Advanced Study in Science and Technology (IASST), Guwahati 781035, Assam, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
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Bauri S, Yadav PK, Choudhury AM, Maiti P. L-Cystine-Based Polyurethane as a Drug-Delivery Vehicle in Targeted Cancer Therapy and Biomedical Applications. ACS APPLIED BIO MATERIALS 2024; 7:8671-8684. [PMID: 39591387 DOI: 10.1021/acsabm.4c01479] [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] [Indexed: 11/28/2024]
Abstract
Controlled and sustained drug release is a critical aspect of drug-delivery systems (DDSs) that can be used in chemotherapy while ensuring therapy effectiveness and biosafety. Hence, polyurethane (PU) is modified using a biomolecule Cystine (CYS) for protracted drug release, aiming to enhance cancer treatment efficacy while minimizing adverse side effects in tumor patients. To confirm the formation of a polymer structure, characterization techniques such as NMR and FTIR are used, and the morphology is determined using SEM. Biocompatibility of the synthesized polymers is evaluated through cellular assessments, including MTT assay, cell adhesion, and antibacterial assay along with drug release using an anticancer drug, Paclitaxel (PTX). Notably, the incorporation of PTX in the polymer matrix results in minimal mortality (85% viable cells) rates in healthy cells (3T3), in contrast to a 56% mortality rate observed with the pure drug. While PTX shows a burst release and kills cancer cells only for the first 24 h, PU loaded with the drug shows sustained release and kills the cancer cells for 3 days. This vehicle selectively kills 59% of SiHA cells after a consecutive study of 3 days, which highlights the potential of this newly designed vehicle for effective drug delivery, particularly in anticancer treatments. Moreover, cystine's antibacterial property adds up with PU; hence, PU shows antibacterial activity against Staphylococcus aureus (MIC, 20 μg/mL) and also acts as a reductive oxygen species scavenger. Therefore, modifying PU with CYS has shown sustained release of PTX along with a selective effect on cells, underscoring its significance as a superior delivery agent and supported by a shred of convincing evidence.
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Affiliation(s)
- Sudepta Bauri
- School of Materials Science and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi 221005, India
| | - Pravesh Kumar Yadav
- School of Materials Science and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi 221005, India
| | - Avishek Mallick Choudhury
- School of Materials Science and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi 221005, India
| | - Pralay Maiti
- School of Materials Science and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi 221005, India
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Carrillo Rincón AF, Cabral AJ, Gyorgy A, Farny NG. A dual-inducible control system for multistep biosynthetic pathways. J Biol Eng 2024; 18:68. [PMID: 39568033 PMCID: PMC11580509 DOI: 10.1186/s13036-024-00462-z] [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: 06/20/2024] [Accepted: 10/28/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND The successful production of industrially relevant natural products hinges on two key factors: the cultivation of robust microbial chassis capable of synthesizing the desired compounds, and the availability of reliable genetic tools for expressing target genes. The development of versatile and portable genetic tools offers a streamlined pathway to efficiently produce a variety of compounds in well-established chassis organisms. The σ70lac and tet expression systems - adaptations of the widely used lac and tet regulatory systems developed in our laboratory - have shown effective regulation and robust expression of recombinant proteins in various Gram-negative bacteria. Understanding the strengths and limitations of these regulatory systems in controlling recombinant protein production is essential for progress in this area. RESULTS To assess their capacity for combinatorial control, both the σ70lac and tet expression systems were combined into a single plasmid and assessed for their performance in producing fluorescent reporters as well as the terpenoids lycopene and β-carotene. We thoroughly characterized the induction range, potential for synergistic effects, and metabolic costs of our dual σ70lac and tet expression system in the well-established microorganisms Escherichia coli, Pseudomonas putida, and Vibrio natriegens using combinations of fluorescent reporters. The dynamic range and basal transcriptional control of the σ70 expression systems were further improved through the incorporation of translational control mechanisms via toehold switches. This improvement was assessed using the highly sensitive luciferase reporter system. The improvement in control afforded by the integration of the toehold switches enabled the accumulation of a biosynthetic intermediate (lycopene) in the β-carotene synthesis pathway. CONCLUSION This study presents the development and remaining challenges of a set of versatile genetic tools that are portable across well-established gammaproteobacterial chassis and capable of controlling the expression of multigene biosynthetic pathways. The enhanced σ70 expression systems, combined with toehold switches, facilitate the biosynthesis and study of enzymes, recombinant proteins, and natural products, thus providing a valuable resource for producing a variety of compounds in microbial cell factories.
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Affiliation(s)
- Andrés Felipe Carrillo Rincón
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, USA
- Division of Engineering, New York University Abu Dhabi, Abu Dhabi, UAE
| | - Alexandra J Cabral
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Andras Gyorgy
- Division of Engineering, New York University Abu Dhabi, Abu Dhabi, UAE
| | - Natalie G Farny
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, USA.
- Program in Bioinformatics and Computational Biology, Worcester Polytechnic Institute, Worcester, MA, USA.
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Tabatabai M, Wilus D, Singh KP, Wallace TL. The TWW Growth Model and Its Application in the Analysis of Quantitative Polymerase Chain Reaction. Bioinform Biol Insights 2024; 18:11779322241290126. [PMID: 39568449 PMCID: PMC11577475 DOI: 10.1177/11779322241290126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 09/19/2024] [Indexed: 11/22/2024] Open
Abstract
It is necessary to accurately capture the growth trajectory of fluorescence where the best fit, precision, and relative efficiency are essential. Having this in mind, a new family of growth functions called TWW (Tabatabai, Wilus, Wallace) was introduced. This model is capable of accurately analyzing quantitative polymerase chain reaction (qPCR). This new family provides a reproducible quantitation of gene copies and is less labor-intensive than current quantitative methods. A new cycle threshold based on TWW that does not need the assumption of equal reaction efficiency was introduced. The performance of TWW was compared with 3 classical models (Gompertz, logistic, and Richard) using qPCR data. TWW models the relationship between the cycle number and fluorescence intensity, outperforming some state-of-the-art models in performance measures. The 3-parameter TWW model had the best model fit in 68.57% of all cases, followed by the Richard model (28.57%) and the logistic (2.86%). Gompertz had the worst fit in 88.57% of all cases. It had the best precision in 85.71% of all cases followed by Richard (14.29%). For all cases, Gompertz had the worst precision. TWW had the best relative efficiency in 54.29% of all cases, while the logistic model was best in 17.14% of all cases. Richard and Gompertz tied for the best relative efficiency in 14.29% of all cases. The results indicate that TWW is a good competitor when considering model fit, precision, and efficiency. The 3-parameter TWW model has fewer parameters when compared to the Richard model in analyzing qPCR data, which makes it less challenging to reach convergence.
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Affiliation(s)
- M Tabatabai
- School of Global Health, Meharry Medical College, Nashville, TN, USA
| | - D Wilus
- School of Global Health, Meharry Medical College, Nashville, TN, USA
| | - K P Singh
- School of Medicine, The University of Texas at Tyler, Tyler, TX, USA
| | - T L Wallace
- Department of Biomedical Data Science, Meharry Medical College, Nashville, TN, USA
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Banks M, Taylor M, Guo M. High throughput parameter estimation and uncertainty analysis applied to the production of mycoprotein from synthetic lignocellulosic hydrolysates. Curr Res Food Sci 2024; 9:100908. [PMID: 39555020 PMCID: PMC11565039 DOI: 10.1016/j.crfs.2024.100908] [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: 06/27/2024] [Revised: 10/22/2024] [Accepted: 10/27/2024] [Indexed: 11/19/2024] Open
Abstract
The current global food system produces substantial waste and carbon emissions while exacerbating the effects of global hunger and protein deficiency. This study aims to address these challenges by exploring the use of lignocellulosic agricultural residues as feedstocks for microbial protein fermentation, focusing on Fusarium venenatum A3/5, a mycelial strain known for its high protein yield and nutritional quality. We propose a high throughput microlitre batch fermentation system paired with analytical chemistry to generate time series data of microbial growth and substrate utilisation. An unstructured biokinetic model was developed using a bootstrap sampling approach to quantify uncertainty in the parameter estimates. The model was validated against an independent data set of a different glucose-xylose composition to assess the predictive performance. Our results indicate a robust model fit with high coefficients of determination and low root mean squared errors for biomass, glucose, and xylose concentrations. Estimated parameter values provided insights into the resource utilisation strategies of Fusarium venenatum A3/5 in mixed substrate cultures, aligning well with previous research findings. Significant correlations between estimated parameters were observed, highlighting challenges in parameter identifiability. The high throughput workflow presents a novel, rapid methodology for biokinetic model development, enabling efficient exploration of microbial growth dynamics and substrate utilisation. This innovative method directly supports the development of a foundational model for optimising microbial protein production from lignocellulosic hydrolysates, contributing to a more sustainable global food system.
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Affiliation(s)
- Mason Banks
- Department of Engineering, Faculty of Natural Mathematical & Engineering Sciences, King's College London, Strand, London, WC2R 2LS, United Kingdom
| | - Mark Taylor
- Fermentation Lead, Marlow Ingredients, Nelson Ave, Billingham, North Yorkshire, TS23 4HA, United Kingdom
| | - Miao Guo
- Department of Engineering, Faculty of Natural Mathematical & Engineering Sciences, King's College London, Strand, London, WC2R 2LS, United Kingdom
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Varshith MR, Ghosh Dastidar R, Shrilaxmi MS, Bhattacharya R, Jha S, Choudhary S, Varny E, Carvalho RA, John L, Sundaramoorthy V, Smith CM, Damerla RR, Herai RH, Biswas SR, Lal PB, Mukhopadhyay C, Ghosh Dastidar S. Virulome and phylogenomic profiling of a novel Burkholderia pseudomallei strain from an Indian clinical isolate. Mol Genet Genomics 2024; 299:98. [PMID: 39441253 DOI: 10.1007/s00438-024-02188-5] [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: 09/02/2023] [Accepted: 09/18/2024] [Indexed: 10/25/2024]
Abstract
Highly pathogenic Burkholderia pseudomallei is the causative agent of melioidosis, a neglected tropical disease endemic in Southeast Asian tropical region. This bacterium encompasses diverse virulence factors which further undergo dynamic gene-expression flux as it transits through distinct environmental niches within the host which may lead to manifestation of differential clinical symptoms. B. pseudomallei, is classified as a Tier 1 select agent in the United States and regarded as a risk group 3 organism in India with the potential to be used as bioweapon. Considering these facts, it is vital to uncover both physiological and genetic heterogeneity of B. pseudomallei, particularly to identify any novel virulence factors that may contribute to pathogenicity. B. pseudomallei strain CM000113 was isolated from a clinical case in India, characterized it for its physiological, biochemical, and prominently genetic traits through WGS. It has a type 2 morphotype with faster doubling time and high biofilm producing capacity as compared to Pseudomonas aeruginosa. The genome size is 7.3 Mbp and it is phylogenetically close to B. pseudomallei strain Mahidol 1106a and Burkholderia mallei Turkey 2. We observed genetic heterogeneity, as key virulence factors that were identified shows sequence dissimilarity with reference strains. Additionally, presence of genomic islands, harbouring two virulence factors, GmhA and GmhB2, associated with pathogenesis indicates possibility of horizontal gene transfer. These results emphasize the need for an extensive study focusing the genome of B. pseudomallei and its associated heterogeneity, to identify molecular biomarkers aiding to develop point-of-care diagnostic kits for early diagnosis of melioidosis.
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Affiliation(s)
- M R Varshith
- Centre for Molecular Neurosciences, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Ranita Ghosh Dastidar
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - M S Shrilaxmi
- Centre for Molecular Neurosciences, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Rajarshi Bhattacharya
- Centre for Molecular Neurosciences, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Department of Botany, Visva Bharati University, Santiniketan, India
| | - S Jha
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Department of Microbiology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - S Choudhary
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Department of Microbiology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - E Varny
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Department of Microbiology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - R A Carvalho
- Graduate Program in Health Sciences, School of Medicine and Life Sciences, Pontifícia Universidade Católica do Paraná, Paraná, Brazil
| | - L John
- School of Medicine, Institute for Mental and Physical Health and Clinical Translation, Deakin University, Geeelong, Australia
| | - V Sundaramoorthy
- School of Medicine, Institute for Mental and Physical Health and Clinical Translation, Deakin University, Geeelong, Australia
| | - C M Smith
- School of Medicine, Institute for Mental and Physical Health and Clinical Translation, Deakin University, Geeelong, Australia
| | - R R Damerla
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - R H Herai
- Graduate Program in Health Sciences, School of Medicine and Life Sciences, Pontifícia Universidade Católica do Paraná, Paraná, Brazil
| | - S R Biswas
- Department of Botany, Visva Bharati University, Santiniketan, India
| | - P B Lal
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
- Department of Microbiology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Chiranjay Mukhopadhyay
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
- Department of Microbiology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
- Manipal Institute of Virology, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
| | - Somasish Ghosh Dastidar
- Centre for Molecular Neurosciences, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
- Center for Emerging and Tropical Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
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11
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Zielińska M, Pacholak A, Burlaga N, Chmielewska E, Voelkel A, Kaczorek E. Determination of bisphosphonate properties in terms of bioavailability, bone affinity, and cytotoxicity. Pharmacol Rep 2024; 76:1160-1173. [PMID: 39007946 PMCID: PMC11387443 DOI: 10.1007/s43440-024-00624-2] [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: 02/22/2024] [Revised: 07/03/2024] [Accepted: 07/04/2024] [Indexed: 07/16/2024]
Abstract
BACKGROUND The study aimed to evaluate the therapeutic potential of fourteen newly synthesized bisphosphonates by assessing their bioavailability, bone affinity, and cytotoxicity. These bisphosphonates included a series of aminomethylenebisphosphonates and standard compounds such as risedronate and tiludronate. METHODS Drug permeability was determined using Parallel Artificial Membrane Permeability Assays (PAMPA), while bone affinity was assessed by sorption on hydroxyapatite. Bacterial cell response to the bisphosphonates was also examined using Lactobacillus paracasei cells as a model. RESULTS Several tested compounds, including BP3 to BP8 and BP11, which feature substituents in the pyridine ring such as methyl groups, iodine, bromine, chlorine, or hydroxyl groups, demonstrated potentially more beneficial therapeutic properties than commercially used bisphosphonates. These compounds showed stronger bone affinity and higher gastrointestinal absorption with comparable or lower cytotoxic effects. Specifically, BP11 exhibited the highest bone affinity, while BP8 and BP11 showed the greatest permeability. CONCLUSIONS The findings suggest that BP3 BP8, and BP11 are promising candidates for further research. These results highlight the importance of comprehensively evaluating bisphosphonates' therapeutic properties to identify effective treatments for osteoporosis and other bone diseases.
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Affiliation(s)
- Monika Zielińska
- Institute of Chemical Technology and Engineering, Poznań University of Technology, Berdychowo 4, 60-965, Poznań, Poland.
| | - Amanda Pacholak
- Institute of Chemical Technology and Engineering, Poznań University of Technology, Berdychowo 4, 60-965, Poznań, Poland
| | - Natalia Burlaga
- Institute of Chemical Technology and Engineering, Poznań University of Technology, Berdychowo 4, 60-965, Poznań, Poland
| | - Ewa Chmielewska
- Faculty of Chemistry, Department of Bioorganic Chemistry, Wrocław University of Science and Technology, Wrocław, Poland
| | - Adam Voelkel
- Institute of Chemical Technology and Engineering, Poznań University of Technology, Berdychowo 4, 60-965, Poznań, Poland
| | - Ewa Kaczorek
- Institute of Chemical Technology and Engineering, Poznań University of Technology, Berdychowo 4, 60-965, Poznań, Poland
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12
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Zhang Z, Chen M, Wang J, Liu M, Guo R, Zhang L, Kong L, Liu Y, Yu Y, Li X. Hyaluronic Acid-Modified Micelles of Azithromycin and Quercetin Against Infections Caused by Methicillin-Resistant Staphylococcus Aureus. Int J Nanomedicine 2024; 19:9637-9658. [PMID: 39309186 PMCID: PMC11414643 DOI: 10.2147/ijn.s476471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 09/07/2024] [Indexed: 09/25/2024] Open
Abstract
Introduction Resistance of intracellular pathogens is a challenge in microbial therapy. Methicillin-resistant Staphylococcus aureus (MRSA), which is able to persist inside the cells of infected tissues, is protected from attack by the immune system and many antimicrobial agents. To overcome these limitations, nano-delivery systems can be used for targeted therapy of intracellular MRSA. Methods Hyaluronic acid-modified azithromycin/quercetin micelles (HA-AZI/Qe-M) were synthesized by thin film hydration. The micelles were characterized by transmission electron microscopy (TEM), dynamic light scattering (DLS) and Fourier transform infrared spectroscopy (FTIR), and the drug loading (DL) and encapsulation efficiency (EE) were detected by high performance liquid chromatography (HPLC). The uptake ability of RAW264.7 cells was investigated, and its distribution in mice was evaluated by in vivo imaging. The inhibitory effect of the micelles against MRSA in vitro and its ability to eliminate intracellular bacteria were evaluated. Bacterial muscle-infected mice were constructed to evaluate the therapeutic effect of the micelles on bacterial infections in vivo and the biocompatibility of the micelles was investigated. Results HA-AZI/Qe-M had suitable physical and chemical properties and characterization. In vitro antibacterial experiments showed that HA-AZI/Qe-M could effectively inhibit the growth of MRSA, inhibit and eliminate the biofilm formed by MRSA, and have an excellent therapeutic effect on intracellular bacterial infection. The results of RAW264.7 cells uptake and in vivo imaging showed that HA-AZI/Qe-M could increase the cellular uptake, target the infection site, and prolong the treatment time. The results of in vivo antibacterial infection experiments showed that HA-AZI/Qe-M was able to ameliorate the extent of thigh muscle infections in mice and reduce the expression of inflammatory factors. Conclusion HA-AZI/Qe-M is a novel and effective nano-drug delivery system that can target intracellular bacterial infection, and it is expected to be safely used for the treatment of MRSA infection.
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Affiliation(s)
- Zixu Zhang
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Muhan Chen
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Jiahua Wang
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Mo Liu
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Ruibo Guo
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Lu Zhang
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Liang Kong
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Yang Liu
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
| | - Yang Yu
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
- Key Laboratory of Ministry of Education for TCM Viscera-State Theory and Applications, Liaoning University of Traditional Chinese Medicine, Shenyang, 110032, People’s Republic of China
| | - Xuetao Li
- School of Pharmacy, Liaoning University of Traditional Chinese Medicine, Dalian, 116600, People’s Republic of China
- Shenyang Key Laboratory of Chinese Medicine targeted Delivery Key laboratory, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, People’s Republic of China
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Kanungo S, Nandy RK, Talukdar R, Murhekar M, Azman AS, Hegde ST, Chatterjee P, Chakraborty D, Das M, Kamaraj P, Kumar MS, Dutta S. Analysis of Cholera Risk in India: Insights from 2017-18 Serosurvey Data Integrated with Epidemiologic data and Societal Determinants from 2015-2019. PLoS Negl Trop Dis 2024; 18:e0012450. [PMID: 39226336 PMCID: PMC11398695 DOI: 10.1371/journal.pntd.0012450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 09/13/2024] [Accepted: 08/12/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Indian subcontinent being an important region in the fight to eliminate cholera needs better cholera surveillance. Current methods miss most infections, skewing disease burden estimates. Triangulating serosurvey data, clinical cases, and risk factors could reveal India's true cholera risk. METHODS We synthesized data from a nationally representative serosurvey, outbreak reports and risk factors like water, sanitation and the Multidimensional Poverty Index, to create a composite vulnerability index for assessing state-wise cholera risk in India. We tested 7,882 stored sera samples collected during 2017-18 from individuals aged 9-45 years, for vibriocidal antibodies to Vibrio cholerae O1 using a cut-off titre ≥320 defining as elevated titre. We also extracted data from the 2015-19 Integrated Disease Surveillance Programme and published cholera reports. RESULTS Overall, 11.7% (CI: 10.4-13.3%) of the sampled population had an elevated titre of cholera vibriocidal antibodies (≥320). The Southern region experienced the highest incidence (16.8%, CI: 12.1-22.8), followed by the West (13.2%, CI: 10.0-17.3) and North (10.7%, CI: 9.3-12.3). Proportion of samples with an elevated vibriocidal titre (≥320) was significantly higher among individuals aged 18-45 years (13.0% CI: 11.2-15.1) compared to children 9-17 years (8.6%, CI 7.3-10.0, p<0.05); we found no differences between sex or urbanicity. Between 2015-2019, the Integrated Disease Surveillance Program (IDSP) reported 29,400 cases of cholera across the country. Using the composite vulnerability index, we found Karnataka, Madhya Pradesh, and West Bengal were the most vulnerable states in India in terms of risk of cholera. CONCLUSION The present study showed that cholera infection is present in all five regions across India. The states with high cholera vulnerability could be prioritized for targeted prevention interventions.
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Affiliation(s)
- Suman Kanungo
- Indian Council of Medical Research-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Ranjan Kumar Nandy
- Indian Council of Medical Research-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Rounik Talukdar
- Indian Council of Medical Research-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Manoj Murhekar
- Indian Council of Medical Research-National Institute of Epidemiology, Chennai, India
| | - Andrew S Azman
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
- Geneva Centre for Emerging Viral Diseases, Geneva University Hospitals, Geneva, Switzerland
- Division of Tropical and Humanitarian Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Sonia T Hegde
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Pranab Chatterjee
- Indian Council of Medical Research-National Institute of Cholera and Enteric Diseases, Kolkata, India
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Debjit Chakraborty
- Indian Council of Medical Research-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | | | - P Kamaraj
- Indian Council of Medical Research-National Institute of Epidemiology, Chennai, India
| | | | - Shanta Dutta
- Indian Council of Medical Research-National Institute of Cholera and Enteric Diseases, Kolkata, India
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14
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Zaragoza N, Anderson GI, Allison-Logan S, Monir K, Furst AL. Novel delivery systems for controlled release of bacterial therapeutics. Trends Biotechnol 2024; 42:929-937. [PMID: 38310020 DOI: 10.1016/j.tibtech.2024.01.002] [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: 11/13/2023] [Revised: 01/09/2024] [Accepted: 01/09/2024] [Indexed: 02/05/2024]
Abstract
As more is learned about the benefits of microbes, their potential to prevent and treat disease is expanding. Microbial therapeutics are less burdensome and costly to produce than traditional molecular drugs, often with superior efficacy. Yet, as with most medicines, controlled dosing and delivery to the area of need remain key challenges for microbes. Advances in materials to control small-molecule delivery are expected to translate to microbes, enabling similar control with equivalent benefits. In this perspective, recent advances in living biotherapeutics are discussed within the context of new methods for their controlled release. The integration of these advances provides a roadmap for the design, synthesis, and analysis of controlled microbial therapeutic delivery systems.
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Affiliation(s)
- Nadia Zaragoza
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Grace I Anderson
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Stephanie Allison-Logan
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Kirmina Monir
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Ariel L Furst
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Center for Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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15
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Magaña-Montiel N, Muriel-Millán LF, Pardo-López L. XTT assay for detection of bacterial metabolic activity in water-based polyester polyurethane. PLoS One 2024; 19:e0303210. [PMID: 38843174 PMCID: PMC11156301 DOI: 10.1371/journal.pone.0303210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 04/21/2024] [Indexed: 06/09/2024] Open
Abstract
Cellular metabolic activity can be detected by tetrazolium-based colorimetric assays, which rely on dehydrogenase enzymes from living cells to reduce tetrazolium compounds into colored formazan products. Although these methods have been used in different fields of microbiology, their application to the detection of bacteria with plastic-degrading activity has not been well documented. Here, we report a microplate-adapted method for the detection of bacteria metabolically active on the commercial polyester polyurethane (PU) Impranil®DLN using the tetrazolium salt 2,3-bis [2-methyloxy-4-nitro-5-sulfophenyl]-2H-tetrazolium-5-carboxanilide (XTT). Bacterial cells that are active on PU reduce XTT to a water-soluble orange dye, which can be quantitatively measured using a microplate reader. We used the Pseudomonas putida KT2440 strain as a study model. Its metabolic activity on Impranil detected by our novel method was further verified by Fourier-transform infrared spectroscopy (FTIR) analyses. Measurements of the absorbance of reduced XTT at 470 nm in microplate wells were not affected by the colloidal properties of Impranil or cell density. In summary, we provide here an easy and high-throughput method for screening bacteria active on PU that can be adapted to other plastic substrates.
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Affiliation(s)
- Nallely Magaña-Montiel
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Cuernavaca, Morelos, México
| | | | - Liliana Pardo-López
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Cuernavaca, Morelos, México
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16
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Snoeyenbos-West OLO, Guerrero CR, Valencia M, Carini P. Cultivating efficiency: high-throughput growth analysis of anaerobic bacteria in compact microplate readers. Microbiol Spectr 2024; 12:e0365023. [PMID: 38501820 PMCID: PMC11064495 DOI: 10.1128/spectrum.03650-23] [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: 10/12/2023] [Accepted: 02/29/2024] [Indexed: 03/20/2024] Open
Abstract
Anaerobic microbes play crucial roles in environmental processes, industry, and human health. Traditional methods for monitoring the growth of anaerobes, including plate counts or subsampling broth cultures for optical density measurements, are time and resource-intensive. The advent of microplate readers revolutionized bacterial growth studies by enabling high-throughput and real-time monitoring of microbial growth kinetics. Yet, their use in anaerobic microbiology has remained limited. Here, we present a workflow for using small-footprint microplate readers and the Growthcurver R package to analyze the kinetic growth metrics of anaerobic bacteria. We benchmarked the small-footprint Cerillo Stratus microplate reader against a BioTek Synergy HTX microplate reader in aerobic conditions using Escherichia coli DSM 28618 cultures. The growth rates and carrying capacities obtained from the two readers were statistically indistinguishable. However, the area under the logistic curve was significantly higher in cultures monitored by the Stratus reader. We used the Stratus to quantify the growth responses of anaerobically grown E. coli and Clostridium bolteae DSM 29485 to different doses of the toxin sodium arsenite. The growth of E. coli and C. bolteae was sensitive to arsenite doses of 1.3 µM and 0.4 µM, respectively. Complete inhibition of growth was achieved at 38 µM arsenite for C. bolteae and 338 µM in E. coli. These results show that the Stratus performs similarly to a leading brand of microplate reader and can be reliably used in anaerobic conditions. We discuss the advantages of the small format microplate readers and our experiences with the Stratus. IMPORTANCE We present a workflow that facilitates the production and analysis of growth curves for anaerobic microbes using small-footprint microplate readers and an R script. This workflow is a cost and space-effective solution to most high-throughput solutions for collecting growth data from anaerobic microbes. This technology can be used for applications where high throughput would advance discovery, including microbial isolation, bioprospecting, co-culturing, host-microbe interactions, and drug/toxin-microbial interactions.
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Affiliation(s)
| | | | - Makaela Valencia
- Department of Environmental Science, University of Arizona, Tucson, Arizona, USA
| | - Paul Carini
- Department of Environmental Science, University of Arizona, Tucson, Arizona, USA
- School of Animal and Comparative Biomedical Science, University of Arizona, Tucson, Arizona, USA
- BIO5 Institute, University of Arizona, Tucson, Arizona, USA
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17
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Hameed T, Motsi N, Bignell E, Tanaka RJ. Inferring fungal growth rates from optical density data. PLoS Comput Biol 2024; 20:e1012105. [PMID: 38753887 PMCID: PMC11098479 DOI: 10.1371/journal.pcbi.1012105] [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: 11/22/2023] [Accepted: 04/24/2024] [Indexed: 05/18/2024] Open
Abstract
Quantifying fungal growth underpins our ability to effectively treat severe fungal infections. Current methods quantify fungal growth rates from time-course morphology-specific data, such as hyphal length data. However, automated large-scale collection of such data lies beyond the scope of most clinical microbiology laboratories. In this paper, we propose a mathematical model of fungal growth to estimate morphology-specific growth rates from easy-to-collect, but indirect, optical density (OD600) data of Aspergillus fumigatus growth (filamentous fungus). Our method accounts for OD600 being an indirect measure by explicitly including the relationship between the indirect OD600 measurements and the calibrating true fungal growth in the model. Therefore, the method does not require de novo generation of calibration data. Our model outperformed reference models at fitting to and predicting OD600 growth curves and overcame observed discrepancies between morphology-specific rates inferred from OD600 versus directly measured data in reference models that did not include calibration.
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Affiliation(s)
- Tara Hameed
- Department of Bioengineering, Imperial College London, London, United Kingdom
| | - Natasha Motsi
- Department of Bioengineering, Imperial College London, London, United Kingdom
| | - Elaine Bignell
- Medical Research Council Centre for Medical Mycology, University of Exeter, Exeter, United Kingdom
| | - Reiko J. Tanaka
- Department of Bioengineering, Imperial College London, London, United Kingdom
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18
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Montes YMG, Calle ERV, Terán SGS, García MRC, Nájera JCR, Vera MRL. Growth kinetics of Lactococcus lactis and Lactobacillus casei in liquid culture medium containing as prebiotics inulin or fructose. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:1258-1270. [PMID: 37801661 DOI: 10.1002/jsfa.13032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 07/21/2023] [Accepted: 07/27/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Predictive microbiology is a tool that allows us to evaluate the behavior of the concentration of biomass and estimated cells under extrinsic conditions, providing scientific and industrial benefits. In the present study, the growth of L. lactis and L. casei combined with inulin and fructose was modeled using the Gompertz sigmoidal growth functions and plotted using data obtained from batch culture in relation to biomass and cell concentration expressed as estimates in ln N (OD600nm and cells mL-1 ) as a function of time. RESULTS The results of the kinetic modeling indicated that (T1) A1B1 = L. lactis + fructose and (T4) A2B2 = L. casei + inulin presented the best function coefficients and best fits in most cases compared to the rest. The specific growth rate of the maximum acceleration was from 0.364 to 0.473 h-1 and 0.100 to 0.129 h-1 , the concentration of bacterial cells (A) was from 0.556 to 0.713 and 0.425 to 0.548 respectively and the time where (μ) occurred with a greater magnitude (L) fluctuated between 0.854 and 0.802 and when this time in (L) is very fast, it presents values of ≤0.072 to ≤0.092. Its coefficient of determination and/or multiple regression (R2 ) obtained in the two adjustments was 0.97. CONCLUSION It was possible to predict the influence of the carbon source on the behavior of maximum growth rates, higher consumption due to nutrient affinity and shorter growth time. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Yessenia Maribel García Montes
- Departamento de Ciencias de Alimentos y Biotecnología, Escuela Politécnica Nacional, Quito, Ecuador
- Facultad de Ciencias de la Vida y Tecnologías, Universidad Laica 'Eloy Alfaro' de Manabí, Av. Circunvalación, Manta, Ecuador
| | - Edwin Rafael Vera Calle
- Departamento de Ciencias de Alimentos y Biotecnología, Escuela Politécnica Nacional, Quito, Ecuador
| | - Stalin Gustavo Santacruz Terán
- Facultad de Ciencias de la Vida y Tecnologías, Universidad Laica 'Eloy Alfaro' de Manabí, Av. Circunvalación, Manta, Ecuador
| | - Marlon Reinaldo Castro García
- Facultad de Ciencias de la Vida y Tecnologías, Universidad Laica 'Eloy Alfaro' de Manabí, Av. Circunvalación, Manta, Ecuador
| | | | - Mario René Lopez Vera
- Laboratorio de Microbiología Ambiental, Escuela Superior Politécnica Agropecuaria de Manabí 'MFL', Calceta, Ecuador
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Baig Y, Ma HR, Xu H, You L. Autoencoder neural networks enable low dimensional structure analyses of microbial growth dynamics. Nat Commun 2023; 14:7937. [PMID: 38049401 PMCID: PMC10696002 DOI: 10.1038/s41467-023-43455-0] [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: 01/30/2023] [Accepted: 11/09/2023] [Indexed: 12/06/2023] Open
Abstract
The ability to effectively represent microbiome dynamics is a crucial challenge in their quantitative analysis and engineering. By using autoencoder neural networks, we show that microbial growth dynamics can be compressed into low-dimensional representations and reconstructed with high fidelity. These low-dimensional embeddings are just as effective, if not better, than raw data for tasks such as identifying bacterial strains, predicting traits like antibiotic resistance, and predicting community dynamics. Additionally, we demonstrate that essential dynamical information of these systems can be captured using far fewer variables than traditional mechanistic models. Our work suggests that machine learning can enable the creation of concise representations of high-dimensional microbiome dynamics to facilitate data analysis and gain new biological insights.
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Affiliation(s)
- Yasa Baig
- Department of Physics, Duke University, Durham, NC, USA
- Department of Computer Science, Duke University, Durham, NC, USA
| | - Helena R Ma
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Center for Quantitative Biodesign, Duke University, Durham, NC, USA
| | - Helen Xu
- Department of Computer Science, Duke University, Durham, NC, USA
| | - Lingchong You
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.
- Center for Quantitative Biodesign, Duke University, Durham, NC, USA.
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA.
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Kaur M, Kumar V, Awasthi A, Singh K. Gum arabic-assisted green synthesis of biocompatible MoS 2 nanoparticles for methylene blue photodegradation. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:112847-112862. [PMID: 37840085 DOI: 10.1007/s11356-023-30116-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 09/24/2023] [Indexed: 10/17/2023]
Abstract
The current work reports the gum arabic-mediated greener synthesis of MoS2 nanoparticles (NPs) and its utilization for the solar light-assisted degradation of methylene blue. Furthermore, the safety analyses were performed on human-beneficial gut bacterium, L. delbrueckii, and human blood cells to confirm the biocompatibility of NPs synthesized. Antioxidant and antimicrobial activities were done to explore their usefulness for biological applications. Sonication and microwave treatment were used to obtain spherical 10-12 nm MoS2 NPs as characterized using high-resolution transmission electron microscopy. FT-IR characterization revealed the occurrence of gum arabic on the NPs surface. The MoS2 NPs exhibited ~ 98% MB degradation within 8 h under direct sunlight exposure. Moreover, the reusability studies have also been evaluated and free radical trapping experiments indicated that superoxide (•O2-) is the dominant active species of the reaction system. Furthermore, 98.89% MB degradation efficiency was observed within 150 min in the case of real textile industry MB effluent samples. Untreated MB inhibited the growth of L. delbrueckii on MRS agar plates, while growth was observed in the case of MoS2 NPs-treated MB samples indicating safety of current MB degradation approach. MoS2 NPs inhibited the growth of E. coli MTCC1698 and S. aureus MTCC 3160 with 26 mm and 21 mm zone of inhibition, respectively. Furthermore, MoS2 NPs have shown antioxidant properties, resulting in 82.3 ± 0.43% of DPPH scavenging activity which was comparable to ascorbic acid (81.6 ± 0.6%), a standard antioxidant molecule. The NPs have not shown any hemolytic activity at 0.0625 and 0.125 mg/mL doses to human blood proving their biocompatible nature. Gum arabic-synthesized biocompatible MoS2 NPs have good potential to treat MB released as waste from the textile industry and other biological applications.
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Affiliation(s)
- Mandeep Kaur
- Department of Biotechnology, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, 144411, India
| | - Vineet Kumar
- Department of Biotechnology, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, 144411, India.
| | - Abhishek Awasthi
- Department of Biotechnology, School of Basic and Applied Sciences, Maharaja Agrasen University, Baddi, Himachal Pradesh, 174103, India
| | - Kulvinder Singh
- Department of Chemistry, DAV College, Sector 10, Chandigarh, UT, 160011, India
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21
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Snoeyenbos-West OLO, Guerrero CR, Valencia M, Carini P. Cultivating efficiency: High-throughput growth analysis of anaerobic bacteria in compact microplate readers. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.10.561742. [PMID: 37873238 PMCID: PMC10592771 DOI: 10.1101/2023.10.10.561742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Anaerobic microbes play crucial roles in environmental processes, industry, and human health. Traditional methods for monitoring the growth of anaerobes, including plate counts or subsampling broth cultures for optical density measurements, are time and resource intensive. The advent of microplate readers revolutionized bacterial growth studies by enabling high-throughput and real-time monitoring of microbial growth kinetics but their use in anaerobic microbiology has remained limited. Here, we present a workflow for using small-footprint microplate readers and the Growthcurver R package to analyze the kinetic growth metrics of anaerobic bacteria. We benchmarked the small-footprint Cerillo Stratus microplate reader against a BioTek Synergy HTX microplate reader in aerobic conditions using Escherichia coli DSM 28618 cultures. The growth rates and carrying capacities obtained from the two readers were statistically indistinguishable. However, the area under the logistic curve was significantly higher in cultures monitored by the Stratus reader. We used the Stratus to quantify the growth responses of anaerobically grown E. coli and Clostridium bolteae DSM 29485 to different doses of the toxin sodium arsenite. The growth of E. coli and C. bolteae was sensitive to arsenite doses of 1.3 μM and 0.4 μM, respectively. Complete inhibition of growth was achieved at 38 μM arsenite for C. bolteae, and 338 μM in E. coli. These results show that the Stratus performs similarly to a leading brand of microplate reader and can be reliably used in anaerobic conditions. We discuss the advantages of the small format microplate readers and our experiences with the Stratus.
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Affiliation(s)
| | | | - Makaela Valencia
- Department of Environmental Science, University of Arizona, Tucson, AZ 85721
| | - Paul Carini
- Department of Environmental Science, University of Arizona, Tucson, AZ 85721
- School of Animal and Comparative Biomedical Science, University of Arizona, Tucson, AZ 85721
- BIO5 Institute, University of Arizona, Tucson AZ 85721
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22
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Mohler K, Moen JM, Rogulina S, Rinehart J. System-wide optimization of an orthogonal translation system with enhanced biological tolerance. Mol Syst Biol 2023; 19:e10591. [PMID: 37477096 PMCID: PMC10407733 DOI: 10.15252/msb.202110591] [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: 07/20/2021] [Revised: 07/05/2023] [Accepted: 07/05/2023] [Indexed: 07/22/2023] Open
Abstract
Over the past two decades, synthetic biological systems have revolutionized the study of cellular physiology. The ability to site-specifically incorporate biologically relevant non-standard amino acids using orthogonal translation systems (OTSs) has proven particularly useful, providing unparalleled access to cellular mechanisms modulated by post-translational modifications, such as protein phosphorylation. However, despite significant advances in OTS design and function, the systems-level biology of OTS development and utilization remains underexplored. In this study, we employ a phosphoserine OTS (pSerOTS) as a model to systematically investigate global interactions between OTS components and the cellular environment, aiming to improve OTS performance. Based on this analysis, we design OTS variants to enhance orthogonality by minimizing host process interactions and reducing stress response activation. Our findings advance understanding of system-wide OTS:host interactions, enabling informed design practices that circumvent deleterious interactions with host physiology while improving OTS performance and stability. Furthermore, our study emphasizes the importance of establishing a pipeline for systematically profiling OTS:host interactions to enhance orthogonality and mitigate mechanisms underlying OTS-mediated host toxicity.
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Affiliation(s)
- Kyle Mohler
- Department of Cellular & Molecular PhysiologyYale School of MedicineNew HavenCTUSA
- Systems Biology InstituteYale UniversityNew HavenCTUSA
| | - Jack M Moen
- Quantitative Biosciences Institute (QBI)University of California, San FranciscoSan FranciscoCAUSA
- 2QBI Coronavirus Research Group (QCRG)San FranciscoCAUSA
- Department of Cellular and Molecular PharmacologyUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Svetlana Rogulina
- Department of Cellular & Molecular PhysiologyYale School of MedicineNew HavenCTUSA
- Systems Biology InstituteYale UniversityNew HavenCTUSA
| | - Jesse Rinehart
- Department of Cellular & Molecular PhysiologyYale School of MedicineNew HavenCTUSA
- Systems Biology InstituteYale UniversityNew HavenCTUSA
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23
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Zheng H, Zhong B, Wang Q, Li X, Chen J, Liu L, Liu T. ZnO-Doped Metal-Organic Frameworks Nanoparticles: Antibacterial Activity and Mechanisms. Int J Mol Sci 2023; 24:12238. [PMID: 37569611 PMCID: PMC10418459 DOI: 10.3390/ijms241512238] [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: 06/19/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/13/2023] Open
Abstract
Metal-Organic Frameworks (MOFs) offer new ideas for the design of antibacterial materials because of their antibacterial properties, high porosity and specific surface area, low toxicity and good biocompatibility compared with other nanomaterials. Herein, a novel antimicrobial nanomaterial, MIL-101(Fe)@ZnO, has been synthesized by hydrothermal synthesis and characterized by FTIR, UV-vis, ICP-OES, XRD, SEM, EDS and BET to show that the zinc ions are doped into the crystal lattice of MIL-101(Fe) to form a Fe-Zn bimetallic structure. MIL-101(Fe)@ZnO was found to be effective against a wide range of antibacterial materials including Staphylococcus aureus, Escherichia coli, Pseudomonas aeruginosa, Acinetobacter baumannii, Acinetobacter junii and Staphylococcus epidermidis. It has a significant antibacterial effect, weak cytotoxicity, high safety performance and good biocompatibility. Meanwhile, MIL-101(Fe)@ZnO was able to achieve antibacterial effects by causing cells to produce ROS, disrupting the cell membrane structure, and causing protein leakage and lipid preoxidation mechanisms. In conclusion, MIL-101(Fe)@ZnO is an easy-to-prepare antimicrobial nanomaterial with broad-spectrum bactericidal activity and low toxicity.
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Affiliation(s)
| | | | | | | | | | | | - Tiantian Liu
- School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510310, China; (H.Z.); (B.Z.); (Q.W.); (X.L.); (J.C.); (L.L.)
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24
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Worthan SB, McCarthy RDP, Behringer MG. Case Studies in the Assessment of Microbial Fitness: Seemingly Subtle Changes Can Have Major Effects on Phenotypic Outcomes. J Mol Evol 2023; 91:311-324. [PMID: 36752825 PMCID: PMC10276084 DOI: 10.1007/s00239-022-10087-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 12/21/2022] [Indexed: 02/09/2023]
Abstract
Following the completion of an adaptive evolution experiment, fitness evaluations are routinely conducted to assess the magnitude of adaptation. In doing so, proper consideration should be given when determining the appropriate methods as trade-offs may exist between accuracy and throughput. Here, we present three instances in which small changes in the framework or execution of fitness evaluations significantly impacted the outcomes. The first case illustrates that discrepancies in fitness conclusions can arise depending on the approach to evaluating fitness, the culture vessel used, and the sampling method. The second case reveals that variations in environmental conditions can occur associated with culture vessel material. Specifically, these subtle changes can greatly affect microbial physiology leading to changes in the culture pH and distorting fitness measurements. Finally, the last case reports that heterogeneity in CFU formation time can result in inaccurate fitness conclusions. Based on each case, considerations and recommendations are presented for future adaptive evolution experiments.
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Affiliation(s)
- Sarah B Worthan
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, TN, USA
| | - Robert D P McCarthy
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
| | - Megan G Behringer
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA.
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, TN, USA.
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA.
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25
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Pacholak A, Juzwa W, Zgoła-Grześkowiak A, Kaczorek E. Multi-faceted analysis of bacterial transformation of nitrofurantoin. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 874:162422. [PMID: 36863585 DOI: 10.1016/j.scitotenv.2023.162422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 02/15/2023] [Accepted: 02/19/2023] [Indexed: 06/18/2023]
Abstract
Excessive presence of antibiotics and their residues can be dangerous to the natural environment. To reduce this negative effect, efficient strategies to remove them from the ecosystem are required. This study aimed to explore the potential of bacterial strains to degrade nitrofurantoin (NFT). Single strains isolated from contaminated areas, namely Stenotrophomonas acidaminiphila N0B, Pseudomonas indoloxydans WB, and Serratia marcescens ODW152 were employed in this study. Degradation efficiency and dynamic changes within the cells during NFT biodegradation were investigated. For this purpose, atomic force microscopy, flow cytometry, zeta potential, and particle size distribution measurements were applied. Serratia marcescens ODW152 showed the highest performance in removal of NFT (96 % in 28 days). The AFM images revealed modifications of cell shape and surface structure induced by NFT. Zeta potential showed significant variations during biodegradation. Cultures exposed to NFT had a broader size distribution than the control cultures due to increased cells agglomeration or aggregation. 1-Aminohydantoin and semicarbazide were detected as nitrofurantoin biotransformation products. They showed increased cytotoxicity toward bacteria as determined by spectroscopy and flow cytometry. Results of this study suggest that nitrofurantoin biodegradation leads to formation of stable transformation products that significantly affect the physiology and structure of bacterial cells.
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Affiliation(s)
- Amanda Pacholak
- Institute of Chemical Technology and Engineering, Poznan University of Technology, Poznan, Poland.
| | - Wojciech Juzwa
- Department of Biotechnology and Food Microbiology, Faculty of Food Science, Poznan University of Life Sciences, Poznan, Poland
| | | | - Ewa Kaczorek
- Institute of Chemical Technology and Engineering, Poznan University of Technology, Poznan, Poland
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Cao J, Zhang H, He Z, Piao Z, Zong X, Sun B. Genotypic and Phenotypic Characterization of Some psms Hypervirulent Clinical Isolates of Staphylococcus aureus in a Tertiary Hospital in Hefei, Anhui. Infect Drug Resist 2023; 16:1471-1484. [PMID: 36949844 PMCID: PMC10025015 DOI: 10.2147/idr.s399688] [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: 11/30/2022] [Accepted: 02/17/2023] [Indexed: 03/15/2023] Open
Abstract
Background Staphylococcus aureus is a highly successful pathogen that can cause various infectious diseases, from relatively mild skin infections to life-threatening severe systemic diseases. The widespread pathogenicity of S. aureus is mainly due to its ability to produce many virulence factors that help destroy various host cells, causing disease. Our primary goal in this study was to explore the genes of highly virulent strains, to identify genes closely associated with high virulence, and to provide ideas for the treatment of infection by highly virulent clinical strains. Results This study collected 221 clinical strains from The First Affiliated Hospital Of The University of Science and Technology of China (USTC); their hemolytic abilities were tested. Eight isolates were selected based on their highly hemolytic ability and tested their hemolytic activity again; their phenotypes and gene sequences were also explored. Whole-genome sequencing (WGS) showed six plasmids (pN315, pNE131, pSJH901, pSJH101, SAP106B, and MSSA476), eight antibiotic resistance genes [blaR1, blaI, blaZ, mecA, erm(C), erm(T), tet(38), and fosB-Saur] and seventy-two virulence related genes. Three highly virulent strains, namely X21111206, 21092239, and 21112607, were found according the Galleria mellonella infection model. Therefore, we selected 10 representative virulence genes for qRT-PCR: psmα, psmβ, hlgA, hlgB, hlgC, hla, clfA, clfB, spa, and sak. Among them, the expression levels of psmα and psmβ, the three isolates, were significantly higher than the positive control NCTC8325. Conclusion Significant differences appear in the expression of virulence genes in the highly virulent strains, particularly the psmα and psmβ, It may be that the high expression of psm gene is the cause of the high virulence of Staphylococcus aureus. We can reduce the pathogenicity of Staphylococcus aureus by inhibiting the expression of psm gene, which may provide a strong basis for psm as a new target for clinical treatment of S. aureus infection.
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Affiliation(s)
- Jiaxin Cao
- College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, People’s Republic of China
- School of Life Science and Medicine, University of Science and Technology of China, Hefei, People’s Republic of China
| | - Huimin Zhang
- College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, People’s Republic of China
- School of Life Science and Medicine, University of Science and Technology of China, Hefei, People’s Republic of China
| | - Zhien He
- School of Life Science and Medicine, University of Science and Technology of China, Hefei, People’s Republic of China
| | - Zhongwan Piao
- College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, People’s Republic of China
- Correspondence: Baolin Sun; Zhongwan Piao, Email ;
| | - Xianchun Zong
- College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, People’s Republic of China
| | - Baolin Sun
- College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, People’s Republic of China
- School of Life Science and Medicine, University of Science and Technology of China, Hefei, People’s Republic of China
- Correspondence: Baolin Sun; Zhongwan Piao, Email ;
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27
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Abid N, Hamad E, Ibrahim M, Abid H. Antibacterial and antibiofilm activities of taxifolin against vancomycin-resistant S. aureus (VRSA). BAGHDAD JOURNAL OF BIOCHEMISTRY AND APPLIED BIOLOGICAL SCIENCES 2022. [DOI: 10.47419/bjbabs.v3i04.126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Background and objective: The medicinal effects of flavonoids are widely described in the literature; however, their antimicrobial effects against antibiotic resistant bacteria are yet to be highlighted. This study was aimed at investigating the growth and biofilm inhibitory effects of taxifolin, a flavonoid, against vancomycin-resistant Staphylococcus aureus (VRSA).
Methods: Seven VRSA isolates were used to assess the antimicrobial and antibiofilm influence of taxifolin. The agar-well diffusion method was used to determine the zones of inhibition caused by taxifolin, and resazurin-based microdilution technique was used to assess the minimum inhibitory concentration. Crystal violet staining technique was used to assess the biomass of biofilms formed by the microorganisms. GraphPad Prism software was used to present the data in figures.
Results: Taxifolin inhibited bacterial growth in a dose-dependent fashion and reduced bacterial viability. It similarly attenuated the biofilm production activity of bacterial isolates in a dose-dependent manner.
Conclusions: Current findings suggest the antibacterial and antibiofilm influence of taxifolin against VRSA in a dose-dependent manner.
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28
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Pereyra JYDC, Barbero CA, Acevedo DF, Yslas EI. Antibacterial effects of in situzinc oxide nanoparticles generated inside the poly (acrylamide-co-hydroxyethylmethacrylate) nanocomposite. NANOTECHNOLOGY 2022; 34:045101. [PMID: 36215962 DOI: 10.1088/1361-6528/ac98cf] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 10/10/2022] [Indexed: 06/16/2023]
Abstract
The present work reports the antibacterial activity againstPseudomonasaeruginosaof a nanocomposite made of zinc oxide nanoparticles dispersed in a poly(acrylamide-co-hydroxyethylmethacrylate) matrix (PAAm-Hema-ZnONPs). Thein situsynthesis of ZnONPs inside of the PAAm-Hema crosslinked network is described. Moreover, the physicochemical properties of the PAAm-Hema-ZnONPs nanocomposite are analyzed. The results confirm that the PAAm-Hema hydrogel provides an excellent scaffold to generate ZnONPs. The presence of ZnONPs inside the hydrogel was confirmed by UV-visible (band at 320 nm), by Infrared spectroscopy (peak at 470 cm-1), SEM, and TEM images. The presence of NPs in PAAm-Hema diminish the swelling percentage by 70%, and the Young modulus by 33.7%, compared with pristine hydrogel. The 75% of ZnONPs are released from the nanocomposite after 48 h of spontaneous diffusion, allowing the use of the nanocomposite as an antibacterial agent.In vitro, the agar diffusion test presents an inhibition halo againstP. aeruginosabacteria 50% higher than the unloaded hydrogel. Also, the PAAm-Hema-ZnONPs live/dead test shows 54% of dead cells more than the hydrogel. These results suggest that the easy, one-step way generated composites can be used in biomedical applications as antimicrobial agents.
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Affiliation(s)
- J Y Del C Pereyra
- Research Institute for Energy Technologies and Advanced Materials (IITEMA), National University of Río Cuarto (UNRC)-National Council of Scientific and Technical Research (CONICET), Ruta Nacional N◦ 36, Km 601, Río Cuarto (Córdoba) 5800, Argentina
- Chemistry Department, FCEFQyN-National University of Río Cuarto, Río Cuarto (Córdoba) 5800, Argentina
| | - C A Barbero
- Research Institute for Energy Technologies and Advanced Materials (IITEMA), National University of Río Cuarto (UNRC)-National Council of Scientific and Technical Research (CONICET), Ruta Nacional N◦ 36, Km 601, Río Cuarto (Córdoba) 5800, Argentina
- Chemistry Department, FCEFQyN-National University of Río Cuarto, Río Cuarto (Córdoba) 5800, Argentina
| | - D F Acevedo
- Research Institute for Energy Technologies and Advanced Materials (IITEMA), National University of Río Cuarto (UNRC)-National Council of Scientific and Technical Research (CONICET), Ruta Nacional N◦ 36, Km 601, Río Cuarto (Córdoba) 5800, Argentina
- Chemical Technology Department, Faculty of Engineering, National University of Río Cuarto, Río Cuarto (Córdoba) 5800, Argentina
| | - E I Yslas
- Research Institute for Energy Technologies and Advanced Materials (IITEMA), National University of Río Cuarto (UNRC)-National Council of Scientific and Technical Research (CONICET), Ruta Nacional N◦ 36, Km 601, Río Cuarto (Córdoba) 5800, Argentina
- Molecular Biology Department, FCEFQyN-National University of Río Cuarto, Río Cuarto (Córdoba) 5800, Argentina
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Zhao H, He Z, Li Y, Sun B. Epidemiology of carbapenem-resistant Klebsiella pneumoniae ST15 of producing KPC-2, SHV-106 and CTX-M-15 in Anhui, China. BMC Microbiol 2022; 22:262. [PMID: 36319965 PMCID: PMC9624029 DOI: 10.1186/s12866-022-02672-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 10/09/2022] [Accepted: 10/13/2022] [Indexed: 11/07/2022] Open
Abstract
Background: It is well known that carbapenem-resistant Klebsiella pneumoniae (CRKP) has become a more problematic public health issue due to its widespread spread worldwide. In China, ST11-type CRKP is the most prevalent CRKP, but ST15-type CRKP, a recently prevalent high-risk clone, has emerged widely throughout China, posing a serious public health risk. Therefore, we conducted an epidemiological of an outbreak of ST15 CRKP of producing CTX-M-15, KPC-2 and SHV-106 in a tertiary hospital in Anhui, China, to Understanding the potential risks of the current STT15 CRKP outbreak. Results: From July 2021 to December 2021, 13 ST15 CRKP isolates were identified by collecting non-repeated clinical multidrug-resistant isolates, with all capsular typing of serotype KL19. All ST15 CRKP isolates were resistant to cephalosporins, carbapenems and quinolones, but were sensitive to amikacin, tigecycline and polymyxin B. In addition, isolates carried blaSHV−106 (100%), blaKPC−2 (69%), blaCTX−M−15 (69%), blaTEM−1B (69%), blaOXA−1 (62%) and blaLAP−2 (8%), as well as iron chelators (iutA, ybt, fyuA, ent, fepA, irp1, irp2, 100%) were detected. In phenotyping experiments, all ST15 CRKP exhibited lower growth rates than NTUH-K2044, and all ST15 CRKP did not exhibit mucoviscositty characteristics. However, in the Galleria mellonella infection model, isolates 21081212, 21081241 and 21091216 were more lethal than the hypervirulent isolates NTUH-K2044. Sequencing results showed that the genetic environment surrounding the genes blaSHV−106, blaKPC−2, blaCTX−M−15, blaOXA−1 and blaTEM−1B were all identical in the ST15 CRKP isolates. Phylogenetic analysis showed that 13 ST15 CRKP isolates were divided into three subgroups, and when placed in global analysis, 10 of them were highly homologous to isolates from Jiangsu, two were highly homologous to isolates from Zhejiang, and one was homologous to an isolate from an unlabelled region. Conclusion: Our research shows that ST15 CRKP, which carries multiple β-lactamases genes and siderophores-encoding genes, may be evolving to hypervirulence and may have spread widely in localised areas. Therefore, environmental surveillance and clinical infection control in hospitals should be strengthened to prevent further spread of ST15 CRKP. Supplementary Information The online version contains supplementary material available at 10.1186/s12866-022-02672-1.
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Affiliation(s)
- Hang Zhao
- grid.443847.80000 0001 0805 3594College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, China
| | - Zhien He
- grid.59053.3a0000000121679639Department of Oncology, The First Affiliated Hospital, University of Science and Technology of China, Hefei, Anhui China ,grid.59053.3a0000000121679639School of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui China
| | - Yujie Li
- grid.59053.3a0000000121679639Department of Oncology, The First Affiliated Hospital, University of Science and Technology of China, Hefei, Anhui China ,grid.59053.3a0000000121679639School of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui China
| | - Baolin Sun
- grid.59053.3a0000000121679639Department of Oncology, The First Affiliated Hospital, University of Science and Technology of China, Hefei, Anhui China ,grid.59053.3a0000000121679639School of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui China
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Wu W, Mu Y, Tan J, Wang Z, Zhang C, Li G, Jin Y, Huang X, Han L. Discovery of antibacterial agents targeting biofilm formation: total synthesis and in vitro investigation of amycolasporins. Org Biomol Chem 2022; 20:6831-6843. [PMID: 35968752 DOI: 10.1039/d2ob01166b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Three monoterpene alkaloids amycolasporin A and (±) amycolasporins B and C have been synthesized for the first time from commercially available materials in yields of 31%, 14% and 21%, respectively. Their six analogues (18, 19, 30a and 30d-30f) were synthesized through a similar protocol. Meanwhile, the antibacterial activity of all synthesized molecules was evaluated, showing different levels of bioactivity. Among them, analogue 30d was screened as the most effective antibacterial candidate against E. coli (MIC value, 12.5 μg mL-1) and S. aureus (MIC value, 12.5 μg mL-1). Further investigation showed that 30d obviously inhibited biofilm formation and disrupted the preformed biofilm of E. coli and S. aureus by promoting intracellular ROS release.
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Affiliation(s)
- Wenxi Wu
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Yu Mu
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Junfeng Tan
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Zixuan Wang
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Chen Zhang
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Guiding Li
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Ying Jin
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Xueshi Huang
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
| | - Li Han
- Institute of Microbial Pharmaceuticals, College of Life and Health Sciences, Northeastern University, Shenyang 110819, China.
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31
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Ross D, Tonner PD, Vasilyeva OB. Method for reproducible automated bacterial cell culture and measurement. Synth Biol (Oxf) 2022; 7:ysac013. [PMID: 36101862 PMCID: PMC9462466 DOI: 10.1093/synbio/ysac013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 06/02/2022] [Accepted: 08/09/2022] [Indexed: 10/29/2023] Open
Abstract
Microbial cell culture is one of the most commonly performed protocols for synthetic biology, and laboratories are increasingly using 96-well plates and laboratory automation systems for cell culture. Here, we describe a method for reproducible microbial culture using laboratory automation systems, including automated liquid handling, automated plate sealing and de-sealing, automated incubation and measurement of growing cultures. We discuss the key considerations that, in our experience, are important for reproducibility and present statistical analyses of data from 150 automated microbial growth experiments performed over 27 months using our automated method.
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Affiliation(s)
- David Ross
- National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Peter D Tonner
- National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Olga B Vasilyeva
- National Institute of Standards and Technology, Gaithersburg, MD, USA
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Hu D, Wu J, Li J, Jin L, Chen X, Yao J. Effect of isomaltose oligosaccharide on the freeze-drying process and shelf-life of Pediococcus pentosaceus. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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MIL-101 (Fe) @Ag Rapid Synergistic Antimicrobial and Biosafety Evaluation of Nanomaterials. Molecules 2022; 27:molecules27113497. [PMID: 35684436 PMCID: PMC9182184 DOI: 10.3390/molecules27113497] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/23/2022] [Accepted: 05/24/2022] [Indexed: 02/01/2023] Open
Abstract
Metal-organic frameworks (MOFs), which have become popular in recent years as excellent carriers of drugs and biomimetic materials, have provided new research ideas for fighting pathogenic bacterial infections. Although various antimicrobial metal ions can be added to MOFs with physical methods, such as impregnation, to inhibit bacterial multiplication, this is inefficient and has many problems, such as an uneven distribution of antimicrobial ions in the MOF and the need for the simultaneous addition of large doses of metal ions. Here, we report on the use of MIL-101(Fe)@Ag with efficient metal-ion release and strong antimicrobial efficiency for co-sterilization. Fe-based MIL-101(Fe) was synthesized, and then Ag+ was uniformly introduced into the MOF by the substitution of Ag+ for Fe3+. Scanning electron microscopy, powder X-ray diffraction (PXRD) Fourier transform infrared spectroscopy, and thermogravimetric analysis were used to investigate the synthesized MIL-101(Fe)@Ag. The characteristic peaks of MIL-101(Fe) and silver ions could be clearly seen in the PXRD pattern. Comparing the diffraction peaks of the simulated PXRD patterns clearly showed that MIL-101(Fe) was successfully constructed and silver ions were successfully loaded into MIL-101(Fe) to synthesize an MOF with a bimetallic structure, that is, the target product MIL-101(Fe)@Ag. The antibacterial mechanism of the MOF material was also investigated. MIL-101(Fe)@Ag exhibited low cytotoxicity, so it has potential applications in the biological field. Overall, MIL-101(Fe)@Ag is an easily fabricated structurally engineered nanocomposite with broad-spectrum bactericidal activity.
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Ilie CI, Oprea E, Geana EI, Spoiala A, Buleandra M, Gradisteanu Pircalabioru G, Badea IA, Ficai D, Andronescu E, Ficai A, Ditu LM. Bee Pollen Extracts: Chemical Composition, Antioxidant Properties, and Effect on the Growth of Selected Probiotic and Pathogenic Bacteria. Antioxidants (Basel) 2022; 11:antiox11050959. [PMID: 35624823 PMCID: PMC9137718 DOI: 10.3390/antiox11050959] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 11/30/2022] Open
Abstract
This paper evaluated the chemical and biological properties of bee pollen samples from Romania. Firstly, the bee pollen alcoholic extracts (BPEs) were obtained from raw bee pollen harvested by Apis mellifera carpatica bees. The chemical composition of BPE was obtained by determination of total phenol content and total flavonoid content, UHPLC-DAD-ESI/MS analysis of phenolic compounds, and GC-MS analysis of fatty acids, esters, and terpenes. Additionally, the antioxidant activity was evaluated by the Trolox Equivalent Antioxidant Capacity method. Furthermore, the biological properties of BPE were evaluated (antimicrobial and cytotoxic activity). The raw BP samples studied in this paper had significant phenolic acid and flavonoid content, and moderate fatty acid, ester, and terpene content. P1, P2, and P4 have the highest TPC and TFC levels, and the best antioxidant activity. All BPEs studied had antimicrobial activity on pathogenic strains isolated from the clinic or standard strains. A synergistic antimicrobial effect of the BPEs was observed along with the soluble compounds of L. rhamnosus MF9 and E. faecalis 2M17 against some pathogenic (clinical) strains and, considering the tumour proliferation inhibitory activity, makes BP a potential prebiotic and antitumour agent for the gut environment.
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Affiliation(s)
- Cornelia-Ioana Ilie
- Department of Science and Engineering of Oxide Materials and Nanomaterials, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 1–7 Gh. Polizu Street, 011061 Bucharest, Romania; (C.-I.I.); (A.S.); (E.A.)
- National Centre for Micro and Nanomaterials and National Centre for Food Safety, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 313 Splaiul Independentei, 060042 Bucharest, Romania;
| | - Eliza Oprea
- Department of Microbiology and Immunology, Faculty of Biology, University of Bucharest, 1–3 Aleea Portocalelor, 060101 Bucharest, Romania;
- Department of Organic Chemistry, Biochemistry and Catalysis, Faculty of Chemistry, University of Bucharest, 030018 Bucharest, Romania
- Correspondence: (E.O.); (A.F.)
| | - Elisabeta-Irina Geana
- National R&D Institute for Cryogenics and Isotopic Technologies—ICIT, 4th Uzinei Street, 240050 Râmnicu Vâlcea, Romania;
| | - Angela Spoiala
- Department of Science and Engineering of Oxide Materials and Nanomaterials, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 1–7 Gh. Polizu Street, 011061 Bucharest, Romania; (C.-I.I.); (A.S.); (E.A.)
- National Centre for Micro and Nanomaterials and National Centre for Food Safety, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 313 Splaiul Independentei, 060042 Bucharest, Romania;
| | - Mihaela Buleandra
- Department of Analytical Chemistry, Faculty of Chemistry, University of Bucharest, 90–92 Șoseaua Panduri, 050663 Bucharest, Romania; (M.B.); (I.A.B.)
| | | | - Irinel Adriana Badea
- Department of Analytical Chemistry, Faculty of Chemistry, University of Bucharest, 90–92 Șoseaua Panduri, 050663 Bucharest, Romania; (M.B.); (I.A.B.)
| | - Denisa Ficai
- National Centre for Micro and Nanomaterials and National Centre for Food Safety, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 313 Splaiul Independentei, 060042 Bucharest, Romania;
- Department of Inorganic Chemistry, Physical Chemistry and Electrochemistry, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 1–7 Gh. Polizu Street, 011061 Bucharest, Romania
| | - Ecaterina Andronescu
- Department of Science and Engineering of Oxide Materials and Nanomaterials, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 1–7 Gh. Polizu Street, 011061 Bucharest, Romania; (C.-I.I.); (A.S.); (E.A.)
- National Centre for Micro and Nanomaterials and National Centre for Food Safety, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 313 Splaiul Independentei, 060042 Bucharest, Romania;
- Academy of Romanian Scientists, 3 Ilfov Street, 050045 Bucharest, Romania
| | - Anton Ficai
- Department of Science and Engineering of Oxide Materials and Nanomaterials, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 1–7 Gh. Polizu Street, 011061 Bucharest, Romania; (C.-I.I.); (A.S.); (E.A.)
- National Centre for Micro and Nanomaterials and National Centre for Food Safety, Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 313 Splaiul Independentei, 060042 Bucharest, Romania;
- Academy of Romanian Scientists, 3 Ilfov Street, 050045 Bucharest, Romania
- Correspondence: (E.O.); (A.F.)
| | - Lia-Mara Ditu
- Department of Microbiology and Immunology, Faculty of Biology, University of Bucharest, 1–3 Aleea Portocalelor, 060101 Bucharest, Romania;
- Research Institute of the University of Bucharest, 050095 Bucharest, Romania;
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Rogers AT, Bullard KR, Dod AC, Wang Y. Bacterial Growth Curve Measurements with a Multimode Microplate Reader. Bio Protoc 2022; 12:e4410. [PMID: 35800461 PMCID: PMC9090524 DOI: 10.21769/bioprotoc.4410] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 03/25/2022] [Accepted: 03/27/2022] [Indexed: 12/29/2022] Open
Abstract
Bacterial studies based on growth curves are common in microbiology and related fields. Compared to the standard photometer and cuvette based protocols, bacterial growth curve measurements with microplate readers provide better temporal resolution, higher efficiency, and are less laborious, while analysis and interpretation of the microplate-based measurements are less straightforward. Recently, we developed a new analysis method for evaluating bacterial growth with microplate readers based on time derivatives. Here, we describe a detailed protocol for this development and provide the homemade program for the new analysis method.
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Affiliation(s)
- Ariel T. Rogers
- Department of Physics, University of Arkansas, Fayetteville, AR, USA
| | | | - Akash C. Dod
- Department of Physics, University of Arkansas, Fayetteville, AR, USA
| | - Yong Wang
- Department of Physics, University of Arkansas, Fayetteville, AR, USA
,Materials Science and Engineering Program, University of Arkansas, Fayetteville, AR, USA
,Cell and Molecular Biology Program, University of Arkansas, Fayetteville, AR, USA
,
*For correspondence:
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Rivas-Castillo AM, Gómez-Ramírez M, Lucas-Gómez IM, Carrillo-Vega Y, Rojas-Avelizapa NG. A new technique to evaluate Acidithiobacillus thiooxidans growth during a bioleaching process based on DNA quantification. METHODS IN MICROBIOLOGY 2022; 198:106494. [DOI: 10.1016/j.mimet.2022.106494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/16/2022] [Accepted: 05/23/2022] [Indexed: 10/18/2022]
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Mariwamy VH, Kollur SP, Shivananda B, Begum M, Shivamallu C, Dharmashekara C, Pradeep S, Jain AS, Prasad SK, Syed A, Elgorban AM, Al-Rejaie S, Ortega-Castro J, Frau J, Flores-Holguín N, Glossman-Mitnik D. N-((1 H-Pyrrol-2-yl)methylene)-6-methoxypyridin-3-amine and Its Co(II) and Cu(II) Complexes as Antimicrobial Agents: Chemical Preparation, In Vitro Antimicrobial Evaluation, In Silico Analysis and Computational and Theoretical Chemistry Investigations. Molecules 2022; 27:1436. [PMID: 35209226 PMCID: PMC8880514 DOI: 10.3390/molecules27041436] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 02/03/2022] [Accepted: 02/08/2022] [Indexed: 11/17/2022] Open
Abstract
Researchers are interested in Schiff bases and their metal complexes because they offer a wide range of applications. The chemistry of Schiff bases of heterocompounds has got a lot of attention because of the metal's ability to coordinate with Schiff base ligands. In the current study, a new bidentate Schiff base ligand, N-((1H-pyrrol-2-yl)methylene)-6-methoxypyridin-3-amine (MPM) has been synthesized by condensing 6-methoxypyridine-3-amine with pyrrole-2-carbaldehyde. Further, MPM is used to prepare Cu(II) and Co(II) metal complexes. Analytical and spectroscopic techniques are used for the structural elucidation of the synthesized compounds. Both MPM and its metal complexes were screened against Escherichia coli, Bacillus subtilis, Staphylococcus aureus and Klebsiella pneumoniae species for antimicrobial studies. Furthermore, these compounds were subjected to in silico studies against bacterial proteins to comprehend their best non-bonded interactions. The results confirmed that the Schiff base ligand show considerably higher binding affinity with good hydrogen bonding and hydrophobic interactions against various tested microbial species. These results were complemented with a report of the Conceptual DFT global reactivity descriptors of the studied compounds together with their biological scores and their ADMET computed parameters.
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Affiliation(s)
- Vinusha H. Mariwamy
- Department of Chemistry, Sri Jayachamarajendra College of Enegineering, JSS Science and Technology University, Mysuru 570 006, Karnataka, India; (V.H.M.); (B.S.); (M.B.)
| | - Shiva Prasad Kollur
- School of Agriculture, Geography, Environment, Ocean and Natural Sciences (SAGEONS), Laucala Campus, The University of the South Pacific, Suva, Fiji
- Department of Sciences, Amrita School of Arts and Sciences, Mysuru Campus, Amrita Vishwa Vidyapeetham, Mysore 570 026, Karnataka, India
| | - Bindya Shivananda
- Department of Chemistry, Sri Jayachamarajendra College of Enegineering, JSS Science and Technology University, Mysuru 570 006, Karnataka, India; (V.H.M.); (B.S.); (M.B.)
| | - Muneera Begum
- Department of Chemistry, Sri Jayachamarajendra College of Enegineering, JSS Science and Technology University, Mysuru 570 006, Karnataka, India; (V.H.M.); (B.S.); (M.B.)
| | - Chandan Shivamallu
- Department of Biotechnology and Bioinformatics, School of Life Sciences, JSS Academy of Higher Education and Research, Mysuru 570 026, Karnataka, India; (C.D.); (S.P.); (A.S.J.); (S.K.P.)
| | - Chandan Dharmashekara
- Department of Biotechnology and Bioinformatics, School of Life Sciences, JSS Academy of Higher Education and Research, Mysuru 570 026, Karnataka, India; (C.D.); (S.P.); (A.S.J.); (S.K.P.)
| | - Sushma Pradeep
- Department of Biotechnology and Bioinformatics, School of Life Sciences, JSS Academy of Higher Education and Research, Mysuru 570 026, Karnataka, India; (C.D.); (S.P.); (A.S.J.); (S.K.P.)
| | - Anisha S. Jain
- Department of Biotechnology and Bioinformatics, School of Life Sciences, JSS Academy of Higher Education and Research, Mysuru 570 026, Karnataka, India; (C.D.); (S.P.); (A.S.J.); (S.K.P.)
| | - Shashanka K. Prasad
- Department of Biotechnology and Bioinformatics, School of Life Sciences, JSS Academy of Higher Education and Research, Mysuru 570 026, Karnataka, India; (C.D.); (S.P.); (A.S.J.); (S.K.P.)
| | - Asad Syed
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia; (A.S.); (A.M.E.)
| | - Abdallah M. Elgorban
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia; (A.S.); (A.M.E.)
| | - Salim Al-Rejaie
- Department of Pharmacology and Toxicology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia;
| | - Joaquín Ortega-Castro
- Departament de Química, Universitat de les Illes Balears, E-07122 Palma de Mallorca, Spain; (J.O.-C.); (J.F.)
| | - Juan Frau
- Departament de Química, Universitat de les Illes Balears, E-07122 Palma de Mallorca, Spain; (J.O.-C.); (J.F.)
| | - Norma Flores-Holguín
- Laboratorio Virtual NANOCOSMOS, Departamento de Medio Ambiente y Energía, Centro de Investigación en Materiales Avanzados, Chihuahua 31136, Mexico;
| | - Daniel Glossman-Mitnik
- Laboratorio Virtual NANOCOSMOS, Departamento de Medio Ambiente y Energía, Centro de Investigación en Materiales Avanzados, Chihuahua 31136, Mexico;
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D'Azeredo Orlando MT, Galvão ES, Passamai JL, Zordan AB, Orlando CGP, Oliveira JP, Gouvea SA, Ribeiro FND, Dos Santos Alves TPD, Soares J. Physicochemical characterization of monazite sand and its associated bacterial species from the beaches of southeastern Brazil. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:11815-11830. [PMID: 34550521 DOI: 10.1007/s11356-021-16523-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 09/09/2021] [Indexed: 06/13/2023]
Abstract
Beaches with monazitic sands show high natural radiation, and the knowledge of this radiation is fundamental to simulate the effects of natural terrestrial radiation on biological systems. Monazite-rich sand from a beach in the southeastern Brazil were collected and analyzed by X-ray fluorescence, X-ray diffraction, and magnetic susceptibility. The natural terrestrial radiation of the beach sand showed a positive correlation with the Th and Y elements, which are closely associated with Ce, Nd, Ca, and P, suggesting that this grouping is mainly associated with local natural radiation. Based on the sand characterization, a physical simulator of natural gamma radiation was built with parameters similar to those of the monazite beach sand, considering areas with high natural radiation levels. The simulation revealed that the natural radiation of the monazite sands has a significant effect on reducing the growth of the bacteria strains of E. coli and S. aureus present in the beach sand, with a reduction of 23.8% and 18.4%, respectively.
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Affiliation(s)
- Marcos Tadeu D'Azeredo Orlando
- Departamento de Física, Universidade Federal do Espírito Santo, Avenida Fernando Ferrari, 514, 29075-910, Vitoria, ES, Brazil
| | - Elson Silva Galvão
- Departamento de Física, Universidade Federal do Espírito Santo, Avenida Fernando Ferrari, 514, 29075-910, Vitoria, ES, Brazil.
| | - José Luis Passamai
- Departamento de Física, Universidade Federal do Espírito Santo, Avenida Fernando Ferrari, 514, 29075-910, Vitoria, ES, Brazil
| | - Alan Bragança Zordan
- Departamento de Física, Universidade Federal do Espírito Santo, Avenida Fernando Ferrari, 514, 29075-910, Vitoria, ES, Brazil
| | - Cintia Garrido Pinheiro Orlando
- Departamento de Física, Universidade Federal do Espírito Santo, Avenida Fernando Ferrari, 514, 29075-910, Vitoria, ES, Brazil
| | - Jairo Pinto Oliveira
- Departamento de Física, Universidade Federal do Espírito Santo, Avenida Fernando Ferrari, 514, 29075-910, Vitoria, ES, Brazil
| | - Sonia Alves Gouvea
- Departamento de Física, Universidade Federal do Espírito Santo, Avenida Fernando Ferrari, 514, 29075-910, Vitoria, ES, Brazil
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Zein-Based Films Containing Monolaurin/Eugenol or Essential Oils with Potential for Bioactive Packaging Application. Int J Mol Sci 2021; 23:ijms23010384. [PMID: 35008810 PMCID: PMC8745270 DOI: 10.3390/ijms23010384] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/25/2021] [Accepted: 12/27/2021] [Indexed: 01/05/2023] Open
Abstract
Zein is renewable plant protein with valuable film-forming properties that can be used as a packaging material. It is known that the addition of natural cross-linkers can enhance a film’s tensile properties. In this study, we aimed to prepare antimicrobial zein-based films enriched with monolaurin, eugenol, oregano, and thyme essential oil. Films were prepared using the solvent casting technique from ethanol solution. Their physicochemical properties were investigated using structural, morphological, and thermal techniques. Polar and dispersive components were analyzed using two models to evaluate the effects on the surface free energy values. The antimicrobial activity was proven using a disk diffusion method and the suppression of bacterial growth was confirmed via a growth kinetics study with the Gompertz function. The films’ morphological characteristics led to systems with uniform distribution of essential oils or eugenol droplets combined with a flat-plated structure of monolaurin. A unique combination of polyphenolic eugenol and amphiphilic monoglyceride provided highly stretchable films with enhanced barrier properties and efficiency against Gram-positive and Gram-negative bacteria, yeasts, and molds. The prepared zein-based films with tunable surface properties represent an alternative to non-renewable resources with a potential application as active packaging materials.
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Opálková Šišková A, Pleva P, Hrůza J, Frajová J, Sedlaříková J, Peer P, Kleinová A, Janalíková M. Reuse of Textile Waste to Production of the Fibrous Antibacterial Membrane with Filtration Potential. NANOMATERIALS (BASEL, SWITZERLAND) 2021; 12:50. [PMID: 35010000 PMCID: PMC8746662 DOI: 10.3390/nano12010050] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 12/17/2021] [Accepted: 12/22/2021] [Indexed: 01/01/2023]
Abstract
Wasted synthetic fabrics are a type of textile waste source; the reuse of them brings environmental protection and turns waste into a valuable material. In this work, the used nylon (polyamide) stockings were transmuted into a fine fibrous membrane via an electrospinning process. In addition, the safety antibacterial agent, monoacylglycerol (MAG), was incorporated into a recycled fibrous membrane. The results revealed that the neat, recycled polyamide (rPA) fibers with a hydrophobic surface could be converted into hydrophilic fibers by blending various amounts of MAG with rPA solution prior to electrospinning. The filtration efficiency and air/water vapor permeability of the two types of produced membranes, neat rPA, and rPA/MAG, were tested. Their filtration efficiency (E100) was more than 92% and 96%, respectively. The membranes were classified according to Standard EN1822, and therefore, the membranes rPA and rPA/MAG were assigned to the classes E10 and E11, respectively. The air permeability was not affected by the addition of MAG, and water vapor permeability was slightly enhanced. Based on the obtained data, prepared rPA/MAG fibrous membranes can be evaluated as antifouling against both tested bacterial strains and antimicrobial against S. aureus.
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Affiliation(s)
- Alena Opálková Šišková
- Institute of Materials and Machine Mechanics, Slovak Academy of Sciences, Dúbravská Cesta 9, 845 13 Bratislava, Slovakia
- Polymer Institute of Slovak Academy of Sciences, Dúbravská Cesta 9, 845 41 Bratislava, Slovakia;
| | - Pavel Pleva
- Department of Environmental Protection Engineering, Faculty of Technology, Tomas Bata University in Zlin, Vavreckova 275, 760 01 Zlin, Czech Republic; (P.P.); (M.J.)
| | - Jakub Hrůza
- Institute for Nanomaterials, Advanced Technologies and Innovation, Technical University of Liberec, Studentská 1402/2, 461 17 Liberec, Czech Republic;
| | - Jaroslava Frajová
- Faculty of Arts and Architecture, Technical University of Liberec, Studentská 1402/2, 460 01 Liberec, Czech Republic;
| | - Jana Sedlaříková
- Department of Fat, Surfactant and Cosmetics Technology, Faculty of Technology, Tomas Bata University in Zlin, Vavreckova 275, 760 01 Zlin, Czech Republic;
| | - Petra Peer
- Department of Environmental Protection Engineering, Faculty of Technology, Tomas Bata University in Zlin, Vavreckova 275, 760 01 Zlin, Czech Republic; (P.P.); (M.J.)
| | - Angela Kleinová
- Polymer Institute of Slovak Academy of Sciences, Dúbravská Cesta 9, 845 41 Bratislava, Slovakia;
| | - Magda Janalíková
- Department of Environmental Protection Engineering, Faculty of Technology, Tomas Bata University in Zlin, Vavreckova 275, 760 01 Zlin, Czech Republic; (P.P.); (M.J.)
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McBride CD, Del Vecchio D. Predicting Composition of Genetic Circuits with Resource Competition: Demand and Sensitivity. ACS Synth Biol 2021; 10:3330-3342. [PMID: 34780149 DOI: 10.1021/acssynbio.1c00281] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The design of genetic circuits typically relies on characterization of constituent modules in isolation to predict the behavior of modules' composition. However, it has been shown that the behavior of a genetic module changes when other modules are in the cell due to competition for shared resources. In order to engineer multimodule circuits that behave as intended, it is thus necessary to predict changes in the behavior of a genetic module when other modules load cellular resources. Here, we introduce two characteristics of circuit modules: the demand for cellular resources and the sensitivity to resource loading. When both are known for every genetic module in a circuit library, they can be used to predict any module's behavior upon addition of any other module to the cell. We develop an experimental approach to measure both characteristics for any circuit module using a resource sensor module. Using the measured resource demand and sensitivity for each module in a library, the outputs of the modules can be accurately predicted when they are inserted in the cell in arbitrary combinations. These resource competition characteristics may be used to inform the design of genetic circuits that perform as predicted despite resource competition.
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Affiliation(s)
- Cameron D. McBride
- Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02142, United States
| | - Domitilla Del Vecchio
- Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02142, United States
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Zada S, Lu H, Yang F, Zhang Y, Cheng Y, Tang S, Wei W, Qiao Y, Fu P, Dong H, Zhang X. V 2C Nanosheets as Dual-Functional Antibacterial Agents. ACS APPLIED BIO MATERIALS 2021; 4:4215-4223. [PMID: 35006834 DOI: 10.1021/acsabm.1c00008] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Antibiotic-resistant bacterial strains have been continuously increasing and becoming a supreme threat to public health globally. The nanoparticle-based photothermal treatment has emerged as a powerful tool to combat toxic bacteria. Photothermal agents (PTAs) with cost-effective and high photothermal conversion efficiency are highly desirable. Herein, we unite the green process for delamination of V2AlC to produce a high yield mass of two-dimensional (2D) V2C nanosheets (NSs) by using algae extracts and demonstrate their high antibacterial efficiency. The resultant V2C NSs present decent structural reliability and intrinsic antibacterial ability. Powerful near-infrared (NIR) absorption and extraordinary photothermal conversion proficiency make it a good PTA for the photothermal treatment of bacteria. The antibacterial efficiency evaluation indicated that V2C NSs could effectively kill both Gram-positive S. aureus and Gram-negative E. coli. About 99.5% of both types of bacteria could be killed with low-dose of V2C NSs suspension (40 μg/mL) with 5 min NIR irradiation due to the intrinsic antibacterial ability and photothermal effect of V2C NSs, which is much higher than previous reports on Ta4C3, Ti3C2, MoSe2, and Nb2C. This work expands the application of MXene V2C NSs for rapid bacteria-killing and would gain promising attention for applications in the sterilization industry.
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Affiliation(s)
- Shah Zada
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Huiting Lu
- School of Chemistry and Biological Engineering, University of Science & Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Fan Yang
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Yiyi Zhang
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Yaru Cheng
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Songsong Tang
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Wei Wei
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Yuchun Qiao
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
| | - Pengcheng Fu
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University 58 Renmin Avenue, Meilan District Haikou, Hainan 570228, China
| | - Haifeng Dong
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
- Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Health Science Centre, Shenzhen University, Shenzhen, Guangdong 518060, China
| | - Xueji Zhang
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Research Centre for Bioengineering and Sensing Technology, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Beijing 100083, China
- Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Health Science Centre, Shenzhen University, Shenzhen, Guangdong 518060, China
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Niyonshuti II, Krishnamurthi VR, Okyere D, Song L, Benamara M, Tong X, Wang Y, Chen J. Polydopamine Surface Coating Synergizes the Antimicrobial Activity of Silver Nanoparticles. ACS APPLIED MATERIALS & INTERFACES 2020; 12:40067-40077. [PMID: 32794690 DOI: 10.1021/acsami.0c10517] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Metal nanoparticles, especially silver nanoparticles (AgNPs), have drawn increasing attention for antimicrobial applications. Most studies have emphasized on the correlations between the antibacterial potency of AgNPs and the kinetics of metallic to ionic Ag conversion, while other antimicrobial mechanisms have been underestimated. In this work, we focused on the surface effects of polydopamine (PDA) coating on the antimicrobial activity of AgNPs. A method of fast deposition of PDA was used to synthesize the PDA-AgNPs with controllable coating thickness ranging from 3 to 25 nm. The antimicrobial activities of the PDA-AgNPs were analyzed by fluorescence-based growth curve assays on Escherichia coli. The results indicated that the PDA-AgNPs exhibited significantly higher antibacterial activities than poly(vinylpyrrolidone)-passivated AgNPs (PVP-AgNPs) and PDA themselves. It was found that the PDA coating synergized with the AgNPs to prominently enhance the potency of the PDA-AgNPs against bacteria. The analysis of X-ray photoelectron spectroscopy and Fourier transform infrared spectroscopy elucidated that the synergistic effects could be originated from the interaction/coordination between Ag and catechol group on the PDA coating. The synergistic effects led to increased generation of reactive oxygen species and the consequent bacterial damage. These findings demonstrated the importance of the surface effects on the antimicrobial properties of AgNPs. The underlying molecular mechanisms have shined light on the future development of more potent metal nanoparticle-based antimicrobial agents.
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Affiliation(s)
- Isabelle I Niyonshuti
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, Arkansas 72701, United States
| | | | - Deborah Okyere
- Materials Science and Engineering Graduate Program, University of Arkansas, Fayetteville, Arkansas 72701, United States
| | - Liang Song
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, Arkansas 72701, United States
| | - Mourad Benamara
- Institute of Nanoscience and Engineering, University of Arkansas, Fayetteville, Arkansas 72701, United States
| | - Xiao Tong
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, New York 11973, United States
| | - Yong Wang
- Department of Physics, University of Arkansas, Fayetteville, Arkansas 72701, United States
- Materials Science and Engineering Graduate Program, University of Arkansas, Fayetteville, Arkansas 72701, United States
- Cell and Molecular Biology Graduate Program, University of Arkansas, Fayetteville, Arkansas 72701, United States
| | - Jingyi Chen
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, Arkansas 72701, United States
- Materials Science and Engineering Graduate Program, University of Arkansas, Fayetteville, Arkansas 72701, United States
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