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Elalouf A, Elalouf H, Rosenfeld A, Maoz H. Artificial intelligence in drug resistance management. 3 Biotech 2025; 15:126. [PMID: 40235844 PMCID: PMC11996750 DOI: 10.1007/s13205-025-04282-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Accepted: 03/19/2025] [Indexed: 04/17/2025] Open
Abstract
This review highlights the application of artificial intelligence (AI), particularly deep learning and machine learning (ML), in managing antimicrobial resistance (AMR). Key findings demonstrate that AI models, such as Naïve Bayes, Decision Trees (DT), Random Forest (RF), Support Vector Machines (SVM), and Artificial Neural Networks (ANN), have significantly advanced the prediction of drug resistance patterns and the identification of novel antibiotics. These algorithms have effectively optimized antibiotic use, predicted resistance phenotypes, and identified new drug candidates. AI has also facilitated the detection of AMR-associated mutations, offering new insights into the spread of resistance and potential interventions. Despite data privacy and algorithm transparency challenges, AI presents a promising tool in combating AMR, with implications for improving patient outcomes, enhancing disease management, and addressing global public health concerns. However, realizing its full potential requires overcoming issues related to data scarcity, ethical considerations, and fostering interdisciplinary collaboration.
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Affiliation(s)
- Amir Elalouf
- Department of Management, Bar-Ilan University, 5290002 Ramat Gan, Israel
| | - Hadas Elalouf
- Department of Management, Bar-Ilan University, 5290002 Ramat Gan, Israel
| | - Ariel Rosenfeld
- Information Science Department, Bar-Ilan University, 5290002 Ramat Gan, Israel
| | - Hanan Maoz
- Department of Management, Bar-Ilan University, 5290002 Ramat Gan, Israel
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2
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Mathew RT, Alkhamis YA, Alngada RS, Whed RA, Aljaafari NA, Abdelnour SA, Eissa ESH, Abdul Kari Z, Eissa MEH, Mahsoub F. Dose response effects of dietary clove and peppermint oils on the growth performance, physio-metabolic response, feed utilization, immunity, and organ histology in African catfish (clarias gariepinus). Vet Res Commun 2025; 49:101. [PMID: 39920512 DOI: 10.1007/s11259-025-10660-9] [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: 10/23/2024] [Accepted: 01/23/2025] [Indexed: 02/09/2025]
Abstract
Phytochemicals and essential oils have been widely used as growth promoters in aquaculture. However, the optimal dose of a blend of essential oils for promoting the growth and health of African catfish (Clarias gariepinus) remains largely unknown. Therefore, the present study aimed to assess the dose-response effects of dietary supplementation with a blend of clove and peppermint oils (CPO) on growth indices, feed utilization, physio-metabolic responses, immunity, and organ histology in African catfish. Catfish (105.1 ± 0.5 g) were fed diets containing 0.0 (control; CPO0), 1.0 (CPO1), 2.0 (CPO2), or 3.0 mL CPO/kg diet for two months. The results displayed that fish performance and feed intake significantly improved with increasing CPO levels in a linear manner (P < 0.01). Additionally, the specific growth rate and hemoglobin (R2 = 84.6%) levels showed quadratic improvements with the optimal doses at 1.12 mL and 1.6 mL/kg diet, respectively. The inclusion of dietary CPO linearly affected aspartate aminotransferase (AST; R2 = 93.1%), alanine aminotransferase (ALT; R2 = 97.7%), alkaline phosphatase (ALP; R2 = 97.0%), and glucose (R2 = 85.9%) levels in the plasma of catfish (P < 0.001). Increasing the concentrations of dietary CPO led to a quadratic decrease in creatinine (R2 = 98.7%), uric acid (R2 = 94.8%), and cortisol (R2 = 87.1%; P < 0.001), with optimal doses confirmed at 1.75, 2.7, and 1.3-mL CPO per kg of diet, respectively. Dietary CPO has a significant modulatory impact on immune-antioxidant variables in African catfish in a dose-dependent manner. Increasing CPO in the fish diets resulted in a quadratic increase in the levels of immunoglobulin G (IgG; R2 = 98.8%), lysozyme activity (R2 = 93.9%), and total antioxidant capacity (R2 = 84.9%). The corresponding dose-response curves displayed that the optimal doses were at 1.85, 2.1, and 1.8 mL/kg of diet. Furthermore, superoxide dismutase (SOD), and reduced glutathione (GSH) levels were significantly improved in all CPO-treated groups in a quadratic manner, with optimal doses at 1.25 mL (R2 = 90.6%) and 1.55 mL (R2 = 89.7%) per kg of diet. Catfish fed diets supplemented with CPO showed gradual improvements in hepatocytes (HP), and blood vessels (BV) with an increased number of binucleated cells. Moreover, catfish fed diets containing CPO had improvement in the tubular epithelium, Bowman's capsule, and a few melanomacrophage areas. This study revealed that CPO supplementation at an optimal dose of 1-2 mL/kg of diet significantly improved growth performance, feed utilization, metabolic processes, and immune and antioxidant functions in African catfish.
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Affiliation(s)
- Roshmon Thomas Mathew
- Fish Resources Research Center, King Faisal University, Hofuf-420, Al-Ahsa, 31982, Saudi Arabia
| | - Yousef Ahmed Alkhamis
- Fish Resources Research Center, King Faisal University, Hofuf-420, Al-Ahsa, 31982, Saudi Arabia.
- Agriculture and Food Sciences College, King Faisal University, Hofuf-420, Al-Hasa, 31982, Saudi Arabia.
| | - Rashid Saleh Alngada
- Fish Resources Research Center, King Faisal University, Hofuf-420, Al-Ahsa, 31982, Saudi Arabia
| | - Raed Abdul Whed
- Fish Resources Research Center, King Faisal University, Hofuf-420, Al-Ahsa, 31982, Saudi Arabia
| | | | - Sameh A Abdelnour
- Animal Production Department, Faculty of Agriculture, Zagazig University, Zagazig, 44511, Egypt
| | - El-Sayed Hemdan Eissa
- Fish Research Centre, Faculty of Environmental Agricultural Sciences, Arish University, El- Arish, Egypt.
| | - Zulhisyam Abdul Kari
- Department of Agricultural Sciences, Faculty of Agro-Based Industry, Universiti Malaysia Kelantan, Jeli Campus, Jeli, Kelantan, 17600, Malaysia
| | - Moaheda E H Eissa
- Biotechnology Department, Fish Farming and Technology Institute, Suez Canal University, Ismailia, 41522, Egypt
| | - Fatma Mahsoub
- Department of Animal & Poultry Production, Faculty of Technology and Development, Zagazig University, Zagazig, 44511, Egypt
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Shehu K, Schneider M, Kraegeloh A. Menadione as Antibiotic Adjuvant Against P. aeruginosa: Mechanism of Action, Efficacy and Safety. Antibiotics (Basel) 2025; 14:163. [PMID: 40001407 PMCID: PMC11851977 DOI: 10.3390/antibiotics14020163] [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: 01/11/2025] [Revised: 01/29/2025] [Accepted: 02/04/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Antibiotic resistance in chronic lung infections caused by Pseudomonas aeruginosa requires alternative approaches to improve antibiotic efficacy. One promising approach is the use of adjuvant compounds that complement antibiotic therapy. This study explores the potential of menadione as an adjuvant to azithromycin against planktonic cells and biofilms of P. aeruginosa, focusing on its mechanisms of action and cytotoxicity in pulmonary cell models. Methods: The effect of menadione in improving the antibacterial and antibiofilm potency of azithromycin was tested against P. aeruginosa. Mechanistic studies in P. aeruginosa and AZMr-E. coli DH5α were performed to probe reactive oxygen species (ROS) production and bacterial membrane disruption. Cytotoxicity of antibacterial concentrations of menadione was assessed by measuring ROS levels and membrane integrity in Calu-3 and A549 lung epithelial cells. Results: Adding 0.5 µg/mL menadione to azithromycin reduced the minimum inhibitory concentration (MIC) by four-fold and the minimum biofilm eradication concentration (MBEC) by two-fold against P. aeruginosa. Adjuvant mechanisms of menadione involved ROS production and disruption of bacterial membranes. Cytotoxicity tests revealed that antibacterial concentrations of menadione (≤64 µg/mL) did not affect ROS levels or membrane integrity in lung cell lines. Conclusions: Menadione enhanced the efficacy of azithromycin against P. aeruginosa while exhibiting a favorable safety profile in lung epithelial cells at antibacterial concentrations. These findings suggest that menadione is a promising antibiotic adjuvant. However, as relevant data on the toxicity of menadione is sparse, further toxicity studies are required to ensure its safe use in complementing antibiotic therapy.
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Affiliation(s)
- Kristela Shehu
- Department of Pharmacy, Biopharmaceutics & Pharmaceutical Technology, Saarland University, 66123 Saarbrücken, Germany;
- INM—Leibniz Institute for New Materials, 66123 Saarbrücken, Germany
| | - Marc Schneider
- Department of Pharmacy, Biopharmaceutics & Pharmaceutical Technology, Saarland University, 66123 Saarbrücken, Germany;
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Ghosh S, Basu S, Anbarasu A, Ramaiah S. A Comprehensive Review of Antimicrobial Agents Against Clinically Important Bacterial Pathogens: Prospects for Phytochemicals. Phytother Res 2025; 39:138-161. [PMID: 39496516 DOI: 10.1002/ptr.8365] [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: 01/12/2024] [Revised: 09/08/2024] [Accepted: 09/19/2024] [Indexed: 11/06/2024]
Abstract
Antimicrobial resistance (AMR) hinders the effective treatment of a range of bacterial infections, posing a serious threat to public health globally, as it challenges the currently available antimicrobial drugs. Among the various modes of antimicrobial action, antimicrobial agents that act on membranes have the most promising efficacy. However, there are no consolidated reports on the shortcomings of these drugs, existing challenges, or the potential applications of phytochemicals that act on membranes. Therefore, in this review, we have addressed the challenges and focused on various phytochemicals as antimicrobial agents acting on the membranes of clinically important bacterial pathogens. Antibacterial phytochemicals comprise diverse group of agents found in a wide range of plants. These compounds have been found to disrupt cell membranes, inhibit enzymes, interfere with protein synthesis, generate reactive oxygen species, modulate quorum sensing, and inhibit bacterial adhesion, making them promising candidates for the development of novel antibacterial therapies. Recently, polyphenolic compounds have been reported to have proven efficacy against nosocomial multidrug-resistant pathogens. However, more high-quality studies, improved standards, and the adoption of rules and regulations are required to firmly confirm the clinical efficacy of phytochemicals derived from plants. Identifying potential challenges, thrust areas of research, and considering viable approaches is essential for the successful clinical translation of these compounds.
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Affiliation(s)
- Soumyadip Ghosh
- Medical and Biological Computing Laboratory, School of Biosciences and Technology (SBST), Vellore Institute of Technology (VIT), Vellore, India
- Department of Bio Sciences, SBST, VIT, Vellore, India
| | - Soumya Basu
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Department of Biotechnology, National Institute of Science and Technology (NIST), Berhampur, India
| | - Anand Anbarasu
- Medical and Biological Computing Laboratory, School of Biosciences and Technology (SBST), Vellore Institute of Technology (VIT), Vellore, India
- Department of Biotechnology, SBST, VIT, Vellore, India
| | - Sudha Ramaiah
- Medical and Biological Computing Laboratory, School of Biosciences and Technology (SBST), Vellore Institute of Technology (VIT), Vellore, India
- Department of Bio Sciences, SBST, VIT, Vellore, India
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Morgan PA, Ntiamoah DO, Asare P, Mintah IS, Osei-Wusu S, Boadu AA, Danso EK, Lamptey INK, Afreh E, Tetteh A, Asante-Poku A, Otchere ID, Yeboah-Manu D. Antimicrobial Resistance Levels of Non-Tuberculous Bacteria Isolates from Sputum of TB Patients in Ghana. Infect Drug Resist 2024; 17:5663-5673. [PMID: 39717061 PMCID: PMC11664477 DOI: 10.2147/idr.s483529] [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: 08/19/2024] [Accepted: 10/25/2024] [Indexed: 12/25/2024] Open
Abstract
Background Patients with tuberculosis (TB) often harbor diverse bacteria in their sputum, including both commensal and opportunistic pathogens. This study aimed to characterize the sputum microbiota of TB patients before and after the intensive phase of anti-TB treatment and assess changes in bacterial diversity and antibiotic resistance profiles. Methods A total of 162 patients with TB (128 males, 34 females; age range 18-82 years) provided sputum samples at baseline, of which 72 provided follow-up sputum after two months of intensive phase treatment. Sputum samples were cultured on standard agar plates, and distinct colonies were identified by Gram staining and bio-typing using MALDI-TOF mass spectrometry. Antibiotic susceptibility testing of the identified Gram-positive and Gram-negative bacteria was performed using the Kirby-Bauer method according to the CLSI guidelines. Results At baseline, 209 bacterial isolates were recovered, dominated by Gram-positive bacteria (GPB), particularly Streptococcus oralis (19.6%) and Staphylococcus aureus (13.9%). After treatment, the isolation rate significantly decreased (from 129% to 95.8%; p = 0.000002), with a shift towards Gram-negative bacteria (GNB) dominated by E. coli. High rates of antibiotic resistance were observed for both the GNB and GPB, notably to ampicillin (86.7%), tetracycline (74%), amoxicillin (70.3%), and sulfamethoxazole (63%) for GNP, and PEN (76.9%) for the GPB. 53% of S. aureus isolates were phenotypic Methicillin-resistant S. aureus (MRSA) and 57.7% of suspected extended-spectrum Beta-lactamase (ESBL) producers were confirmed positive, predominantly carrying the blaCTX-M-1 gene. Conclusion The observed antibiotic resistance among the identified isolates, including MRSA and ESBL, underscores the need for routine antibiotic susceptibility testing and judicious antibiotic use in Ghana. Further research is needed to explore the long-term consequences of these microbiome shifts on TB treatment outcomes and risk of secondary infections.
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Affiliation(s)
- Portia Abena Morgan
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Desmond Opoku Ntiamoah
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Prince Asare
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Ishaque Siam Mintah
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Stephen Osei-Wusu
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Augustine Asare Boadu
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Emelia Konadu Danso
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Ivy Naa Koshie Lamptey
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Emmanuel Afreh
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Amanda Tetteh
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Adwoa Asante-Poku
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Isaac Darko Otchere
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Dorothy Yeboah-Manu
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
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Zhang Y, Li Q, Li L, Guo H, He F. Characterization of a Novel Sequence Type (ST) 6758 Klebsiella Pneumoniae and the Role of IncX3 Plasmid in the Transmission of bla NDM. Infect Drug Resist 2024; 17:4935-4943. [PMID: 39534015 PMCID: PMC11556245 DOI: 10.2147/idr.s488223] [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: 08/30/2024] [Accepted: 11/02/2024] [Indexed: 11/16/2024] Open
Abstract
Purpose Carbapenem-resistant Klebsiella pneumoniae (CRKP) has emerged as a significant public health threat, particularly as a superbug responsible for nosocomial infections. In this study, we report a novel sequence type 6758 of K. pneumoniae harboring the bla NDM-1 gene. Material and Methods Antimicrobial susceptibility testing was conducted according to the guidelines of the Clinical and Laboratory Standards Institute (CLSI). The complete genome sequence of the strain was determined using the Illumina NovaSeq 6000 platform and long-read MinION sequencer. Genomic features and resistance mechanisms of the strain were further comprehensively analysed using various bioinformatics approaches. Results Antimicrobial susceptibility testing revealed that this strain exhibited resistance to multiple antimicrobials, including ceftazidime, ceftriaxone, cefazolin, cefepime, imipenem, meropenem, ampicillin/sulbactam, and sulfamethoxazole/trimethoprim. The genome analysis identified sixteen resistance genes. The bla NDM-1 carbapenemase gene is located on a 47,823 bp IncX3-type plasmid (pNDM-CRKP331). A total of 41 K. pneumoniae strains carrying similar IncX3-type plasmids were retrieved from the NCBI database, representing 20 sequence types (STs) across 11 countries. The most common resistance gene carried by these IncX3-type plasmids is bla NDM, and all these plasmids contain only the bla NDM gene. The bla NDM-carrying IncX3-type plasmids are widely prevalent in K. pneumoniae in China, spanning 15 STs. Conclusion In summary, our study reports the first genome sequence of an ST 6758 K. pneumoniae strain containing the class B β-lactamase bla NDM-1 isolated from a clinical sample. Given the global emergence of bla NDM, measures should be taken to prevent the spread of these bla NDM-carrying IncX3-type plasmids. Our findings contribute to the understanding of the transmission mechanisms of bla NDM in K. pneumoniae.
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Affiliation(s)
- Yawen Zhang
- Laboratory Medicine Center, Department of Clinical Laboratory, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, 310014, People’s Republic of China
| | - Qiao Li
- Laboratory Medicine Center, Department of Clinical Laboratory, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, 310014, People’s Republic of China
| | - Lirong Li
- Laboratory Medicine Center, Department of Clinical Laboratory, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, 310014, People’s Republic of China
| | - Hao Guo
- Laboratory Medicine Center, Department of Clinical Laboratory, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, 310014, People’s Republic of China
| | - Fang He
- Laboratory Medicine Center, Department of Clinical Laboratory, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, 310014, People’s Republic of China
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Bhaumik KN, Spohn R, Dunai A, Daruka L, Olajos G, Zákány F, Hetényi A, Pál C, Martinek TA. Chemically diverse antimicrobial peptides induce hyperpolarization of the E. coli membrane. Commun Biol 2024; 7:1264. [PMID: 39367191 PMCID: PMC11452689 DOI: 10.1038/s42003-024-06946-4] [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: 12/09/2023] [Accepted: 09/24/2024] [Indexed: 10/06/2024] Open
Abstract
The negative membrane potential within bacterial cells is crucial in various essential cellular processes. Sustaining a hyperpolarised membrane could offer a novel strategy to combat antimicrobial resistance. However, it remains uncertain which molecules are responsible for inducing hyperpolarization and what the underlying molecular mechanisms are. Here, we demonstrate that chemically diverse antimicrobial peptides (AMPs) trigger hyperpolarization of the bacterial cytosolic membrane when applied at subinhibitory concentrations. Specifically, these AMPs adopt a membrane-induced amphipathic structure and, thereby, generate hyperpolarization in Escherichia coli without damaging the cell membrane. These AMPs act as selective ionophores for K+ (over Na+) or Cl- (over H2PO4- and NO3-) ions, generating diffusion potential across the membrane. At lower dosages of AMPs, a quasi-steady-state membrane polarisation value is achieved. Our findings highlight the potential of AMPs as a valuable tool for chemically hyperpolarising bacteria, with implications for antimicrobial research and bacterial electrophysiology.
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Affiliation(s)
- Kaushik Nath Bhaumik
- Department of Medical Chemistry, University of Szeged, Dóm tér 8, Szeged, Hungary
| | - Réka Spohn
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, National Laboratory of Biotechnology, Hungarian Research Network (HUN-REN), Szeged, Hungary
| | - Anett Dunai
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, National Laboratory of Biotechnology, Hungarian Research Network (HUN-REN), Szeged, Hungary
| | - Lejla Daruka
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, National Laboratory of Biotechnology, Hungarian Research Network (HUN-REN), Szeged, Hungary
| | - Gábor Olajos
- Department of Medical Chemistry, University of Szeged, Dóm tér 8, Szeged, Hungary
| | - Florina Zákány
- Department of Biophysics and Cell Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Anasztázia Hetényi
- Department of Medical Chemistry, University of Szeged, Dóm tér 8, Szeged, Hungary.
| | - Csaba Pál
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, National Laboratory of Biotechnology, Hungarian Research Network (HUN-REN), Szeged, Hungary
| | - Tamás A Martinek
- Department of Medical Chemistry, University of Szeged, Dóm tér 8, Szeged, Hungary.
- HUN-REN-SZTE Biomimetic Systems Research Group, Dóm tér 8, Szeged, Hungary.
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Naik GARR, Roy AA, Mutalik S, Dhas N. Unleashing the power of polymeric nanoparticles - Creative triumph against antibiotic resistance: A review. Int J Biol Macromol 2024; 278:134977. [PMID: 39187099 DOI: 10.1016/j.ijbiomac.2024.134977] [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: 02/23/2024] [Revised: 08/08/2024] [Accepted: 08/21/2024] [Indexed: 08/28/2024]
Abstract
Antibiotic resistance (ABR) poses a universal concern owing to the widespread use of antibiotics in various sectors. Nanotechnology emerges as a promising solution to combat ABR, offering targeted drug delivery, enhanced bioavailability, reduced toxicity, and stability. This comprehensive review explores concepts of antibiotic resistance, its mechanisms, and multifaceted approaches to combat ABR. The review provides an in-depth exploration of polymeric nanoparticles as advanced drug delivery systems, focusing on strategies for targeting microbial infections and contributing to the fight against ABR. Nanoparticles revolutionize antimicrobial approaches, emphasizing passive and active targeting. The role of various molecules, including small molecules, antimicrobial peptides, proteins, carbohydrates, and stimuli-responsive systems, is being explored in recent research works. The complex comprehension mechanisms of ABR and strategic use of nanotechnology present a promising avenue for advancing antimicrobial tactics, ensuring treatment efficacy, minimizing toxic effects, and mitigating development of ABR. Polymeric nanoparticles, derived from natural or synthetic polymers, are crucial in overcoming ABR. Natural polymers like chitosan and alginate exhibit inherent antibacterial properties, while synthetic polymers such as polylactic acid (PLA), polyethylene glycol (PEG), and polycaprolactone (PCL) can be engineered for specific antibacterial effects. This comprehensive study provides a valuable source of information for researchers, healthcare professionals, and policymakers engaged in the urgent quest to overcome ABR.
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Affiliation(s)
- Gaurisha Alias Resha Ramnath Naik
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, Udupi, Karnataka State 576104, India
| | - Amrita Arup Roy
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, Udupi, Karnataka State 576104, India
| | - Srinivas Mutalik
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, Udupi, Karnataka State 576104, India
| | - Namdev Dhas
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, Udupi, Karnataka State 576104, India.
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Chen R, Wang P, Xie J, Tang Z, Fu J, Ning Y, Zhong Q, Wang D, Lei M, Mai H, Li H, Shi Z, Wang J, Cheng H. A multifunctional injectable, self-healing, and adhesive hydrogel-based wound dressing stimulated diabetic wound healing with combined reactive oxygen species scavenging, hyperglycemia reducing, and bacteria-killing abilities. J Nanobiotechnology 2024; 22:444. [PMID: 39068417 PMCID: PMC11283728 DOI: 10.1186/s12951-024-02687-y] [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: 04/10/2024] [Accepted: 07/01/2024] [Indexed: 07/30/2024] Open
Abstract
The proficient handling of diabetic wounds, a rising issue coinciding with the global escalation of diabetes cases, poses significant clinical difficulties. A range of biofunctional dressings have been engineered and produced to expedite the healing process of diabetic wounds. This study proposes a multifunctional hydrogel dressing for diabetic wound healing, which is composed of Polyvinyl Alcohol (PVA) and N1-(4-boronobenzyl)-N3-(4-boronophenyl)-N1, N1, N3, N3-teramethylpropane-1, 3-diaminium (TSPBA), and a dual-drug loaded Gelatin methacryloyl (GM) microgel. The GM microgel is loaded with sodium fusidate (SF) and nanoliposomes (LP) that contain metformin hydrochloride (MH). Notably, adhesive and self-healing properties the hydrogel enhance their therapeutic potential and ease of application. In vitro assessments indicate that SF-infused hydrogel can eliminate more than 98% of bacteria within 24 h and maintain a sustained release over 15 days. Additionally, MH incorporated within the hydrogel has demonstrated effective glucose level regulation for a duration exceeding 15 days. The hydrogel demonstrates a sustained ability to neutralize ROS throughout the entire healing process, predominantly by electron donation and sequestration. This multifunctional hydrogel dressing, which integrated biological functions of efficient bactericidal activity against both MSSA and MRSA strains, blood glucose modulation, and control of active oxygen levels, has successfully promoted the healing of diabetic wounds in rats in 14 days. The hydrogel dressing exhibited significant effectiveness in facilitating the healing process of diabetic wounds, highlighting its considerable promise for clinical translation.
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Affiliation(s)
- Rong Chen
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Pinkai Wang
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Jiangxi Medical College, Nanchang University, Nanchang, 330006, China
| | - Jiajun Xie
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Jiangxi Medical College, Nanchang University, Nanchang, 330006, China
| | - Zinan Tang
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Jinlang Fu
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Yanhong Ning
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Qiang Zhong
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Ding Wang
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Mingyuan Lei
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Huaming Mai
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Hao Li
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Zhanjun Shi
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| | - Jian Wang
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| | - Hao Cheng
- Department of Orthopedic, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
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Elalouf A, Maoz H, Rosenfeld AY. Bioinformatics-Driven mRNA-Based Vaccine Design for Controlling Tinea Cruris Induced by Trichophyton rubrum. Pharmaceutics 2024; 16:983. [PMID: 39204328 PMCID: PMC11357599 DOI: 10.3390/pharmaceutics16080983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/26/2024] [Accepted: 07/22/2024] [Indexed: 09/04/2024] Open
Abstract
Tinea cruris, a dermatophyte fungal infection predominantly caused by Trichophyton rubrum and Epidermophyton floccosum, primarily affects the groin, pubic region, and adjacent thigh. Its recurrence is frequent, attributable to repeated fungal infections in susceptible individuals, especially those with onychomycosis or tinea pedis, which act as reservoirs for dermatophytes. Given the persistent nature of tinea cruris, vaccination emerges as a promising strategy for fungal infection management, offering targeted, durable protection against various fungal species. Vaccines stimulate both humoral and cell-mediated immunity and are administered prophylactically to prevent infections while minimizing the risk of antifungal resistance development. Developing fungal vaccines is challenging due to the thick fungal cell wall, similarities between fungal and human cells, antigenic variation, and evolutionary resemblance to animals, complicating non-toxic target identification and T-cell response variability. No prior research has shown an mRNA vaccine for T. rubrum. Hence, this study proposes a novel mRNA-based vaccine for tinea cruris, potentially offering long-term immunity and reducing reliance on antifungal medications. This study explores the complete proteome of T. rubrum, identifying potential protein candidates for vaccine development through reverse vaccinology. Immunogenic epitopes from these candidates were mapped and integrated into multitope vaccines and reverse translated to construct mRNA vaccines. Then, the mRNA was translated and computationally assessed for physicochemical, chemical, and immunological attributes. Notably, 1,3-beta-glucanosyltransferase, CFEM domain-containing protein, cell wall galactomannoprotein, and LysM domain-containing protein emerged as promising vaccine targets. Antigenic, immunogenic, non-toxic, and non-allergenic cytotoxic T lymphocyte, helper T lymphocyte, and B lymphocyte epitopes were selected and linked with appropriate linkers and Toll-like receptor (TLR) agonist adjuvants to formulate vaccine candidates targeting T. rubrum. The protein-based vaccines underwent reverse translation to construct the mRNA vaccines, which, after inoculation, were translated again by host ribosomes to work as potential components for triggering the immune response. After that, molecular docking, normal mode analysis, and molecular dynamic simulation confirmed strong binding affinities and stable complexes between vaccines and TLR receptors. Furthermore, immune simulations of vaccines with and without adjuvant demonstrated activation of immune responses, evidenced by elevated levels of IgG1, IgG2, IgM antibodies, cytokines, and interleukins. There was no significant change in antibody production between vaccines with and without adjuvants, but adjuvants are crucial for activating the innate immune response via TLRs. Although mRNA vaccines hold promise against fungal infections, further research is essential to assess their safety and efficacy. Experimental validation is crucial for evaluating their immunogenicity, effectiveness, and safety.
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Affiliation(s)
- Amir Elalouf
- Department of Management, Bar-Ilan University, Ramat Gan 5290002, Israel; (H.M.); (A.Y.R.)
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11
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Mori M, Cocorullo M, Tresoldi A, Cazzaniga G, Gelain A, Stelitano G, Chiarelli LR, Tomaiuolo M, Delre P, Mangiatordi GF, Garofalo M, Cassetta A, Covaceuszach S, Villa S, Meneghetti F. Structural basis for specific inhibition of salicylate synthase from Mycobacterium abscessus. Eur J Med Chem 2024; 265:116073. [PMID: 38169270 DOI: 10.1016/j.ejmech.2023.116073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/15/2023] [Accepted: 12/17/2023] [Indexed: 01/05/2024]
Abstract
Blocking iron uptake and metabolism has been emerging as a promising therapeutic strategy for the development of novel antimicrobial compounds. Like all mycobacteria, M. abscessus (Mab) has evolved several countermeasures to scavenge iron from host carrier proteins, including the production of siderophores, which play a crucial role in these processes. In this study, we solved, for the first time, the crystal structure of Mab-SaS, the first enzyme involved in the biosynthesis of siderophores. Moreover, we screened a small, focused library and identified a compound exhibiting a potent inhibitory effect against Mab-SaS (IC50 ≈ 2 μM). Its binding mode was investigated by means of Induced Fit Docking simulations, performed on the crystal structure presented herein. Furthermore, cytotoxicity data and pharmacokinetic predictions revealed the safety and drug-likeness of this class of compounds. Finally, the crystallographic data were used to optimize the model for future virtual screening campaigns. Taken together, the findings of our study pave the way for the identification of potent Mab-SaS inhibitors, based on both established and unexplored chemotypes.
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Affiliation(s)
- Matteo Mori
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133, Milano, Italy
| | - Mario Cocorullo
- Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Via A. Ferrata 9, 27100, Pavia, Italy
| | - Andrea Tresoldi
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133, Milano, Italy
| | - Giulia Cazzaniga
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133, Milano, Italy
| | - Arianna Gelain
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133, Milano, Italy
| | - Giovanni Stelitano
- Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Via A. Ferrata 9, 27100, Pavia, Italy
| | - Laurent R Chiarelli
- Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Via A. Ferrata 9, 27100, Pavia, Italy
| | - Martina Tomaiuolo
- Institute of Crystallography, National Research Council, Trieste Outstation, Area Science Park - Basovizza, S.S.14 - Km. 163.5, 34149, Trieste, Italy
| | - Pietro Delre
- Institute of Crystallography, National Research Council, Via G. Amendola 122/o, 70126, Bari, Italy
| | - Giuseppe F Mangiatordi
- Institute of Crystallography, National Research Council, Via G. Amendola 122/o, 70126, Bari, Italy
| | - Mariangela Garofalo
- Department of Pharmaceutical and Pharmacological Sciences, University of Padova, via F. Marzolo 5, 35131, Padova, Italy
| | - Alberto Cassetta
- Institute of Crystallography, National Research Council, Trieste Outstation, Area Science Park - Basovizza, S.S.14 - Km. 163.5, 34149, Trieste, Italy
| | - Sonia Covaceuszach
- Institute of Crystallography, National Research Council, Trieste Outstation, Area Science Park - Basovizza, S.S.14 - Km. 163.5, 34149, Trieste, Italy.
| | - Stefania Villa
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133, Milano, Italy.
| | - Fiorella Meneghetti
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133, Milano, Italy
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12
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Amorim J, Vásquez V, Cabrera A, Martínez M, Carpio J. In Silico and In Vitro Identification of 1,8-Dihydroxy-4,5-dinitroanthraquinone as a New Antibacterial Agent against Staphylococcus aureus and Enterococcus faecalis. Molecules 2023; 29:203. [PMID: 38202786 PMCID: PMC10779913 DOI: 10.3390/molecules29010203] [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: 11/07/2023] [Revised: 12/13/2023] [Accepted: 12/20/2023] [Indexed: 01/12/2024] Open
Abstract
Increasing rates of bacterial resistance to antibiotics are a growing concern worldwide. The search for potential new antibiotics has included several natural products such as anthraquinones. However, comparatively less attention has been given to anthraquinones that exhibit functional groups that are uncommon in nature. In this work, 114 anthraquinones were evaluated using in silico methods to identify inhibitors of the enzyme phosphopantetheine adenylyltransferase (PPAT) of Staphylococcus aureus, Enterococcus faecalis, and Escherichia coli. Virtual screenings based on molecular docking and the pharmacophore model, molecular dynamics simulations, and free energy calculations pointed to 1,8-dihydroxy-4,5-dinitroanthraquinone (DHDNA) as the most promising inhibitor. In addition, these analyses highlighted the contribution of the nitro group to the affinity of this anthraquinone for the nucleotide-binding site of PPAT. Furthermore, DHDNA was active in vitro towards Gram-positive bacteria with minimum inhibitory concentration (MIC) values of 31.25 µg/mL for S. aureus and 62.5 µg/mL for E. faecalis against both antibiotic-resistant isolates and reference strains but was ineffective against E. coli. Experiments on kill-time kinetics indicated that, at the tested concentrations, DHDNA produced bacteriostatic effects on both Gram-positive bacteria. Overall, our results present DHDNA as a potential PPAT inhibitor, showing antibacterial activity against antibiotic-resistant isolates of S. aureus and E. faecalis, findings that point to nitro groups as key to explaining these results.
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Affiliation(s)
| | | | | | | | - Juan Carpio
- Unidad de Salud y Bienestar, Facultad de Bioquímica y Farmacia, Universidad Católica de Cuenca, Av. Las Américas, Cuenca 010105, Ecuador
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13
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Kumar V, Yasmeen N, Pandey A, Ahmad Chaudhary A, Alawam AS, Ahmad Rudayni H, Islam A, Lakhawat SS, Sharma PK, Shahid M. Antibiotic adjuvants: synergistic tool to combat multi-drug resistant pathogens. Front Cell Infect Microbiol 2023; 13:1293633. [PMID: 38179424 PMCID: PMC10765517 DOI: 10.3389/fcimb.2023.1293633] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 11/14/2023] [Indexed: 01/06/2024] Open
Abstract
The rise of multi-drug resistant (MDR) pathogens poses a significant challenge to the field of infectious disease treatment. To overcome this problem, novel strategies are being explored to enhance the effectiveness of antibiotics. Antibiotic adjuvants have emerged as a promising approach to combat MDR pathogens by acting synergistically with antibiotics. This review focuses on the role of antibiotic adjuvants as a synergistic tool in the fight against MDR pathogens. Adjuvants refer to compounds or agents that enhance the activity of antibiotics, either by potentiating their effects or by targeting the mechanisms of antibiotic resistance. The utilization of antibiotic adjuvants offers several advantages. Firstly, they can restore the effectiveness of existing antibiotics against resistant strains. Adjuvants can inhibit the mechanisms that confer resistance, making the pathogens susceptible to the action of antibiotics. Secondly, adjuvants can enhance the activity of antibiotics by improving their penetration into bacterial cells, increasing their stability, or inhibiting efflux pumps that expel antibiotics from bacterial cells. Various types of antibiotic adjuvants have been investigated, including efflux pump inhibitors, resistance-modifying agents, and compounds that disrupt bacterial biofilms. These adjuvants can act synergistically with antibiotics, resulting in increased antibacterial activity and overcoming resistance mechanisms. In conclusion, antibiotic adjuvants have the potential to revolutionize the treatment of MDR pathogens. By enhancing the efficacy of antibiotics, adjuvants offer a promising strategy to combat the growing threat of antibiotic resistance. Further research and development in this field are crucial to harness the full potential of antibiotic adjuvants and bring them closer to clinical application.
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Affiliation(s)
- Vikram Kumar
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, Rajasthan, India
- Amity Institute of Pharmacy, Amity University Rajasthan, Jaipur, Rajasthan, India
| | - Nusrath Yasmeen
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, Rajasthan, India
| | - Aishwarya Pandey
- INRS, Eau Terre Environnement Research Centre, Québec, QC, Canada
| | - Anis Ahmad Chaudhary
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia
| | - Abdullah S. Alawam
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia
| | - Hassan Ahmad Rudayni
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia
| | - Asimul Islam
- Center for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, New Delhi, India
| | - Sudarshan S. Lakhawat
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, Rajasthan, India
| | - Pushpender K. Sharma
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, Rajasthan, India
| | - Mohammad Shahid
- Department of Basic Medical Sciences, College of Medicine, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia
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14
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Mori M, Villa S, Chiarelli LR, Meneghetti F, Bellinzoni M. Structural Study of a New MbtI-Inhibitor Complex: Towards an Optimized Model for Structure-Based Drug Discovery. Pharmaceuticals (Basel) 2023; 16:1559. [PMID: 38004425 PMCID: PMC10675255 DOI: 10.3390/ph16111559] [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: 09/26/2023] [Revised: 10/26/2023] [Accepted: 10/31/2023] [Indexed: 11/26/2023] Open
Abstract
MbtI from Mycobacterium tuberculosis (Mtb) is a Mg2+-dependent salicylate synthase, belonging to the chorismate-utilizing enzyme (CUE) family. As a fundamental player in iron acquisition, MbtI promotes the survival and pathogenicity of Mtb in the infected host. Hence, it has emerged in the last decade as an innovative, potential target for the anti-virulence therapy of tuberculosis. In this context, 5-phenylfuran-2-carboxylic acids have been identified as potent MbtI inhibitors. The first co-crystal structure of MbtI in complex with a member of this class was described in 2020, showing the enzyme adopting an open configuration. Due to the high mobility of the loop adjacent to the binding pocket, large portions of the amino acid chain were not defined in the electron density map, hindering computational efforts aimed at structure-driven ligand optimization. Herein, we report a new, high-resolution co-crystal structure of MbtI with a furan-based derivative, in which the closed configuration of the enzyme allowed tracing the entirety of the active site pocket in the presence of the bound inhibitor. Moreover, we describe a new crystal structure of MbtI in open conformation and in complex with the known inhibitor methyl-AMT, suggesting that in vitro potency is not related to the observed enzyme conformation. These findings will prove fundamental to enhance the potency of this series via rational structure-based drug-design approaches.
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Affiliation(s)
- Matteo Mori
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133 Milano, Italy; (M.M.); (S.V.); (F.M.)
| | - Stefania Villa
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133 Milano, Italy; (M.M.); (S.V.); (F.M.)
| | - Laurent R. Chiarelli
- Department of Biology and Biotechnology “Lazzaro Spallanzani”, University of Pavia, Via A. Ferrata 9, 27100 Pavia, Italy;
| | - Fiorella Meneghetti
- Department of Pharmaceutical Sciences, University of Milan, Via L. Mangiagalli 25, 20133 Milano, Italy; (M.M.); (S.V.); (F.M.)
| | - Marco Bellinzoni
- Institut Pasteur, Université Paris Cité, CNRS UMR3528, Unité de Microbiologie Structurale, F-75015 Paris, France
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15
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Bremner JB. An Update Review of Approaches to Multiple Action-Based Antibacterials. Antibiotics (Basel) 2023; 12:antibiotics12050865. [PMID: 37237768 DOI: 10.3390/antibiotics12050865] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/01/2023] [Accepted: 05/04/2023] [Indexed: 05/28/2023] Open
Abstract
Many approaches are being pursued to address the major global health challenge posed by the increasing resistance of pathogenic bacteria to antibacterial agents. One of the promising approaches being investigated includes the design and development of multiple action-based small-molecule antibacterials. Aspects of this broad area have been reviewed previously, and recent developments are addressed in this update review covering the literature mainly over the past three years. Considerations encompassing drug combinations, single-molecule hybrids and prodrugs are summarised in regard to the intentional design and development of multiple-action agents with a focus on potential triple or greater activities in bacteria. The hope for such single agents or combinations of single agents is that resistance development will be significantly hindered, and they may be useful in tackling bacterial disease caused by both resistant and non-resistant bacteria.
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Affiliation(s)
- John B Bremner
- School of Chemistry and Molecular Bioscience, University of Wollongong, Wollongong, NSW 2522, Australia
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16
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Zeinivand M, Aghaei SS, Zargar M, Ghasemzadeh MA. Exopolysaccharide-mediated silver nanoparticles synthesized from Lactobacillus paracasei with antimicrobial, antibiofilm and antioxidant activities. Arch Microbiol 2023; 205:210. [PMID: 37115477 DOI: 10.1007/s00203-023-03497-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/11/2023] [Accepted: 03/21/2023] [Indexed: 04/29/2023]
Abstract
Biofilm formation and resistance to antibiotics in pathogenic bacteria are important concerns in the treatment of infectious diseases. A new rapid, eco-friendly and cost-effective strategy to overcome these problems is the use of microbial exopolysaccharides (EPS) for green synthesis of various metal nanoparticles (NPs). This study used EPS from a native probiotic Lactobacillus isolate to synthesize silver nanoparticles (AgNPs) with effective antimicrobial, antibiofilm and antioxidant properties. AgNPs were synthesized by 10 mg of EPS of Lactobacillus paracasei (L. paracasei MN809528) isolated from a local yogurt. The characteristics of EPS AgNPs were confirmed using UV-VIS, FT-IR, DLS, XRD, EDX, FE-SEM, and zeta potential. Antimicrobial, antibiofilm and antioxidant activities of EPS AgNPs were evaluated by the agar well diffusion, microtiter dilution, SEM electron microscopy, and DPPH radical absorption methods, respectively. Spectroscopy data indicated the presence of a 466-nm peak as a feature of AgNPs. FT-IR confirmed the presence of biological agents in the synthesis of AgNPs. FE-SEM results showed that the synthesized AgNPs had a spherical shape with the size of 33-38 nm. Synthesized AgNPs at a concentration of 100 mg/ml demonstrated a significant inhibitory activity compared to chemically synthesized AgNPs. These NPs, exhibited the greatest effect of inhibiting the Escherichia coli and Pseudomonas aeruginosa biofilm formation at sub-MIC concentration, and the best effect of DPPH radical as antioxidant activity was determined at 50-μg/ml concentration. Our findings reveal that EPS AgNPs synthesized by the native isolate of L. paracasei (MN809528) is an inexpensive and environment-friendly candidate for application in pharmaceuticals fields.
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Affiliation(s)
- Mahyar Zeinivand
- Department of Microbiology, Islamic Azad University, Qom Branch, Qom, Iran
| | | | - Mohsen Zargar
- Department of Microbiology, Islamic Azad University, Qom Branch, Qom, Iran
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