1
|
Hwang G, Liu Y, Korostoff J. Novel Approaches for Treatment of Intraoral Microbial Infections. J Dent Res 2025; 104:584-593. [PMID: 40071291 PMCID: PMC12075892 DOI: 10.1177/00220345251317494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2025] Open
Abstract
Historically, broad-spectrum antibiotics have represented a major component of the therapeutic armamentarium used to treat common oral diseases associated with a bacterial etiology. The fact that these diseases are due to the accumulation of multispecies biofilms composed of ever-increasing numbers of resistant organisms has dramatically affected the efficacy of many of these drugs. Furthermore, it is now appreciated that repeated use of broad-spectrum antibiotics also affects the composition of the host commensal microbiota, which can have both local and systemic implications. In recognition of the limitations of classical antibiotics, alternative chemical, physical, and mechanical strategies are either in use or development. These include novel narrow-spectrum antimicrobials such as antitoxins, bacteriophages, and antibody-conjugated drugs that can target specific microbes while minimizing the emergence of resistant organisms and preserving eubiotic microbes. Other approaches, such as new broad-spectrum non-antibiotic strategies and probiotics, are aimed at disrupting or altering the composition of oral biofilms and their extracellular matrices to facilitate the elimination of overt pathogens by the host response and/or adjunctive antimicrobials. This critical review describes the use and limitations of broad- and narrow-spectrum strategies currently being used to treat common bacterially induced oral diseases as well as alternative methods in development.
Collapse
Affiliation(s)
- G. Hwang
- Department of Preventive and Restorative Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Center for Innovation & Precision Dentistry, School of Dental Medicine, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Chemical and Biomolecular Engineering, College of Engineering, Yonsei University, Seoul, Republic of Korea
| | - Y. Liu
- Department of Oral Health Sciences, Kornberg School of Dentistry, Temple University, Philadelphia, PA, USA
| | - J. Korostoff
- Department of Periodontics, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
2
|
Zou H, Huang X, Xiao W, He H, Liu S, Zeng H. Recent advancements in bacterial anti-phage strategies and the underlying mechanisms altering susceptibility to antibiotics. Microbiol Res 2025; 295:128107. [PMID: 40023108 DOI: 10.1016/j.micres.2025.128107] [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: 11/12/2024] [Revised: 02/12/2025] [Accepted: 02/16/2025] [Indexed: 03/04/2025]
Abstract
The rapid spread of multidrug-resistant bacteria and the challenges in developing new antibiotics have brought renewed international attention to phage therapy. However, in bacteria-phage co-evolution, the rapid development of bacterial resistance to phage has limited its clinical application. This review consolidates the latest advancements in research on anti-phage mechanisms, encompassing strategies such as systems associated with reduced nicotinamide adenine dinucleotide (NAD+) to halt the propagation of the phage, symbiotic bacteria episymbiont-mediated modulation of gene expression in host bacteria to resist phage infection, and defence-related reverse transcriptase (DRT) encoded by bacteria to curb phage infections. We conduct an in-depth analysis of the underlying mechanisms by which bacteria undergo alterations in antibiotic susceptibility after developing phage resistance. We also discuss the remaining challenges and promising directions for phage-based therapy in the future.
Collapse
Affiliation(s)
- Huanhuan Zou
- School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou 510006, China
| | - Xiaoyi Huang
- School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou 510006, China
| | - Wenyue Xiao
- School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou 510006, China
| | - Haoxuan He
- School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou 510006, China
| | - Shenshen Liu
- School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou 510006, China
| | - Haiyan Zeng
- School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou 510006, China.
| |
Collapse
|
3
|
Yao M, Zhu Y, Duan JA, Xiao P. Phage therapy: A novel approach to combat drug-resistant pathogens. Microbiol Res 2025; 298:128228. [PMID: 40413913 DOI: 10.1016/j.micres.2025.128228] [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: 01/09/2025] [Revised: 05/15/2025] [Accepted: 05/18/2025] [Indexed: 05/27/2025]
Abstract
Antibiotic-resistant infections, such as those caused by the overuse of antibiotics, have greatly strained healthcare systems. Among them, drug-resistant bacteria ESKAPE (Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter species) are typical and common. Enterococcus faecalis and Escherichia coli are of equal concern. These pathogens often have higher pathogenicity than the same strains, and resistance has reduced treatment options, so new treatment options are needed to address these pathogens. This review analyzes recent studies related to phage therapy for the treatment of bacterial infections in various parts of the human body (e.g., alcoholic liver disease, skin, and soft tissues, respiratory tract, gastrointestinal tract, urinary system, etc.), to better understand the potential role of phage therapy as a non-antibiotic strategy for the treatment of infections caused by drug-resistant bacteria. In addition, this review introduces a series of products related to phage therapy and points out potential research directions for phage therapy in clinical applications. This paper elucidates the basic mechanism of human infection by some drug-resistant bacteria and the therapeutic effect of phage therapy against drug-resistant bacteria. It popularizes the understanding of phage therapy and provides a reference for research on its use for drug-resistant bacterial infections.
Collapse
Affiliation(s)
- Mengru Yao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Yuan Zhu
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Jin-Ao Duan
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China.
| | - Ping Xiao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China.
| |
Collapse
|
4
|
Sturaro MC, Araújo R, Aniceto LS, de Medeiros GR, de Souza GHDA, Simionatto S. Cephalosporin-based combination therapies for combating ESKAPE pathogens: a patent review. J Appl Microbiol 2025; 136:lxaf107. [PMID: 40317073 DOI: 10.1093/jambio/lxaf107] [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: 08/02/2024] [Revised: 04/21/2025] [Accepted: 04/30/2025] [Indexed: 05/04/2025]
Abstract
ESKAPE (namely Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter) pathogens pose a major threat to global health. The World Health Organization highlights the need for new antimicrobial strategies, including combination therapies, to address their resistance. Cephalosporins, due to their broad-spectrum activity and safety profile, are widely used in hospitals and serve as strong candidates for such regimens. While many studies explore cephalosporin combinations, there is a lack of systematic reviews focused on patent literature. This study analyses patent filings related to cephalosporin-based combination therapies targeting ESKAPE pathogens. The Espacenet database was thoroughly searched using the keywords "combination," "antibiotics," and "cephalosporin" yielding 666 patent applications filed up to June 2024. Based on the inclusion criteria, 30 patents were selected for further analysis. Notably, most patents were filed in China and the USA, accounting for up to 30% and 17%, respectively. Most patents were filed by private companies and classified under the International Patent Classification code A61K, indicating their pharmaceutical applications. Additionally, in 2022, the highest number of patents were filed in this area. However, clinical data were included in only two patents, reflecting a broader challenge: the high cost of development limits real-world validation of these combinations. Despite this, the patent landscape offers valuable insights into emerging strategies for combating ESKAPE pathogens with cephalosporin-based therapies.
Collapse
Affiliation(s)
- Mariana Carvalho Sturaro
- Health Sciences Research Laboratory, Federal University of Grande Dourados, Mato Grosso do Sul, 79.804-970, Brazil
| | - Rafael Araújo
- Health Sciences Research Laboratory, Federal University of Grande Dourados, Mato Grosso do Sul, 79.804-970, Brazil
| | - Larissa Sobrinho Aniceto
- Health Sciences Research Laboratory, Federal University of Grande Dourados, Mato Grosso do Sul, 79.804-970, Brazil
| | | | | | - Simone Simionatto
- Health Sciences Research Laboratory, Federal University of Grande Dourados, Mato Grosso do Sul, 79.804-970, Brazil
| |
Collapse
|
5
|
Singh J, Solomon M, Iredell J, Selvadurai H. Overcoming Pseudomonas aeruginosa in Chronic Suppurative Lung Disease: Prevalence, Treatment Challenges, and the Promise of Bacteriophage Therapy. Antibiotics (Basel) 2025; 14:427. [PMID: 40426494 PMCID: PMC12108500 DOI: 10.3390/antibiotics14050427] [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: 02/26/2025] [Revised: 03/19/2025] [Accepted: 04/18/2025] [Indexed: 05/29/2025] Open
Abstract
Pseudomonas aeruginosa, a multidrug-resistant pathogen, significantly impacts patients with chronic respiratory conditions like cystic fibrosis (CF) and non-CF chronic suppurative lung disease (CSLD), contributing to progressive lung damage and poor clinical outcomes. This bacterium thrives in the airway environments of individuals with impaired mucociliary clearance, leading to persistent infections and increased morbidity and mortality. Despite advancements in management of these conditions, treatment failure remains common, emphasising the need for alternative or adjunctive treatment strategies. Bacteriophage therapy, an emerging approach utilising viruses that specifically target bacteria, offers a potential solution to combat P. aeruginosa infections resistant to conventional antibiotics. This review examines the prevalence and disease burden of P. aeruginosa in CF and CSLD, explores the mechanisms behind antibiotic resistance, the promising role of bacteriophage therapy and clinical trials in this sphere.
Collapse
Affiliation(s)
- Jagdev Singh
- Department of Respiratory Medicine, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia;
- Faculty of Medicine, University of Sydney, Sydney, NSW 2145, Australia;
| | - Melinda Solomon
- Department of Respiratory Medicine, Hospital for Sick Children, Toronto, ON M5G 1X8, Canada;
- Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Jonathan Iredell
- Faculty of Medicine, University of Sydney, Sydney, NSW 2145, Australia;
- Westmead Institute of Medical Research, Sydney, NSW 2145, Australia
| | - Hiran Selvadurai
- Department of Respiratory Medicine, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia;
- Faculty of Medicine, University of Sydney, Sydney, NSW 2145, Australia;
| |
Collapse
|
6
|
Guliy OI, Evstigneeva SS. Bacteria- and Phage-Derived Proteins in Phage Infection. FRONT BIOSCI-LANDMRK 2025; 30:24478. [PMID: 40018916 DOI: 10.31083/fbl24478] [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: 05/06/2024] [Revised: 08/04/2024] [Accepted: 08/07/2024] [Indexed: 03/01/2025]
Abstract
Phages have exerted severe evolutionary pressure on prokaryotes over billions of years, resulting in major rearrangements. Without every enzyme involved in the phage-bacterium interaction being examined; bacteriophages cannot be used in practical applications. Numerous studies conducted in the past few years have uncovered a huge variety of bacterial antiphage defense systems; nevertheless, the mechanisms of most of these systems are not fully understood. Understanding the interactions between bacteriophage and bacterial proteins is important for efficient host cell infection. Phage proteins involved in these bacteriophage-host interactions often arise immediately after infection. Here, we review the main groups of phage enzymes involved in the first stage of viral infection and responsible for the degradation of the bacterial membrane. These include polysaccharide depolymerases (endosialidases, endorhamnosidases, alginate lyases, and hyaluronate lyases), and peptidoglycan hydrolases (ectolysins and endolysins). Host target proteins are inhibited, activated, or functionally redirected by the phage protein. These interactions determine the phage infection of bacteria. Proteins of interest are holins, endolysins, and spanins, which are responsible for the release of progeny during the phage lytic cycle. This review describes the main bacterial and phage enzymes involved in phage infection and analyzes the therapeutic potential of bacteriophage-derived proteins.
Collapse
Affiliation(s)
- Olga I Guliy
- Institute of Biochemistry and Physiology of Plants and Microorganisms, Saratov Scientific Centre of the Russian Academy of Sciences (IBPPM RAS), 410049 Saratov, Russia
| | - Stella S Evstigneeva
- Institute of Biochemistry and Physiology of Plants and Microorganisms, Saratov Scientific Centre of the Russian Academy of Sciences (IBPPM RAS), 410049 Saratov, Russia
| |
Collapse
|
7
|
Ludwig T, Volke D, Krizsan A. Analysis of engineered T7 bacteriophages containing genetic sequences encoding antimicrobial peptides. FRONTIERS IN ANTIBIOTICS 2025; 3:1515874. [PMID: 39881793 PMCID: PMC11774846 DOI: 10.3389/frabi.2024.1515874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Accepted: 12/23/2024] [Indexed: 01/31/2025]
Abstract
Because of the global spread of multi- and pan-resistant bacteria, there is a need to identify, research, and develop new strategies to combat these pathogens. In a previous proof-of-concept study, we presented an innovative strategy by genetically modifying lytic T7 bacteriophages. We integrated DNA fragments encoding for derivatives of the antimicrobial peptide (AMP) apidaecin into the phage genome to induce the production and release of apidaecin within the T7 infection cycle, thereby also targeting phage-resistant Escherichia coli bacteria. In this follow-up study, we optimized the apidaecin encoding insert to improve the expression of the apidaecin derivative Api805 by adding the secretion signal peptide of the OmpA protein. This prevented the detrimental effects of the peptide on the producing bacterial cell after its production. The integration of two copies of the OmpA-Api805 insert into the phage genome resulted in T7Select-2xOmpA-Api805 phages, which had a partially improved activity in inhibiting phage-resistant E. coli compared to the T7Select phages without insert and with only one copy of the OmpA-Api805 insert. Additionally, we showed that the combinatorial use of the lytic bacteriophage T7Select with the highly active and lytic AMPs CRAMP (cathelicidin-related AMP) and melittin against E. coli made the lysis process of the phage and the peptides more effective and prevented the growth of potentially AMP- and phage-resistant E. coli strains. The integration of DNA sequences derived from CRAMP and melittin into the phage genome resulted in the created T7Select-(M)CRAMP and T7Select-(M)melittin phages, which showed a lysis behavior like the phage without insert and partially inhibited the growth of potentially phage-resistant E. coli strains after the phage-mediated lysis.
Collapse
|
8
|
Plumet L, Costechareyre D, Lavigne JP, Kissa K, Molle V. Zebrafish as an effective model for evaluating phage therapy in bacterial infections: a promising strategy against human pathogens. Antimicrob Agents Chemother 2024; 68:e0082924. [PMID: 39248472 PMCID: PMC11460995 DOI: 10.1128/aac.00829-24] [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: 09/10/2024] Open
Abstract
The escalating prevalence of antibiotic-resistant bacterial infections necessitates urgent alternative therapeutic strategies. Phage therapy, which employs bacteriophages to specifically target pathogenic bacteria, emerges as a promising solution. This review examines the efficacy of phage therapy in zebrafish models, both embryos and adults, which are proven and reliable for simulating human infectious diseases. We synthesize findings from recent studies that utilized these models to assess phage treatments against various bacterial pathogens, including Enterococcus faecalis, Pseudomonas aeruginosa, Mycobacterium abscessus, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, and Escherichia coli. Methods of phage administration, such as circulation injection and bath immersion, are detailed alongside evaluations of survival rates and bacterial load reductions. Notably, combination therapies of phages with antibiotics show enhanced efficacy, as evidenced by improved survival rates and synergistic effects in reducing bacterial loads. We also discuss the transition from zebrafish embryos to adult models, emphasizing the increased complexity of immune responses. This review highlights the valuable contribution of the zebrafish model to advancing phage therapy research, particularly in the face of rising antibiotic resistance and the urgent need for alternative treatments.
Collapse
Affiliation(s)
- Lucile Plumet
- VBIC, INSERM U1047,
University of Montpellier,
Montpellier, France
| | | | - Jean-Philippe Lavigne
- VBIC, INSERM U1047,
University of Montpellier, Department of Microbiology and Hospital
Hygiene, CHU Nîmes,
Nîmes, France
| | - Karima Kissa
- VBIC, INSERM U1047,
University of Montpellier,
Montpellier, France
| | - Virginie Molle
- VBIC, INSERM U1047,
University of Montpellier,
Montpellier, France
- VBIC, INSERM U1047,
University of Montpellier, Department of Microbiology and Hospital
Hygiene, CHU Nîmes,
Nîmes, France
| |
Collapse
|
9
|
Sharma S, Tiwari V. Polyvinylpyrrolidone capped silver nanoparticles enhance the autophagic clearance of Acinetobacter baumannii from human pulmonary cells. DISCOVER NANO 2024; 19:154. [PMID: 39313578 PMCID: PMC11420407 DOI: 10.1186/s11671-024-04107-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 09/09/2024] [Indexed: 09/25/2024]
Abstract
Acinetobacter baumannii, an opportunistic pathogen has shown an upsurge in its multi-drug resistant isolates. OmpA of A. baumannii induces incomplete autophagy and apoptosis in host cells. Various therapeutic alternatives are under investigation against A. baumannii. Here, the major emphasis has been laid on comparing the efficacy of AgNP with different capping agents. OmpA targeted lead, Ivermectin capped AgNP (IVM-AgNP) has been compared with the antibacterial polyvinylpyrrolidone capped AgNP (PVP-AgNP) for their role in the modulations of host autophagy. Upregulation of p62 and LC3B confirmed by real-time PCR analysis indicated an increased autophagic flux upon the treatment with AgNPs. The elongation and closure of autophagic vacuoles was also supported by upregulated Atg genes (Atg4, Atg3, Atg5) in A. baumannii infected cells after treatment with AgNP. Autophagic flux increased on treatment with PVP-AgNP as suggested by the rise in mcherryLC3B fluorescence in A549 cells treated with PVP-AgNP as compared to the GFP-LC3B of IVM-AgNP. This suggests that PVP-AgNP treatment more effectively promotes the elongation and maturation stages of autophagy by increasing autophagic flux. These results indicate that capped AgNPs have the efficiency to revert the incomplete autophagy induced by A. baumannii back to normal autophagic levels.
Collapse
Affiliation(s)
- Saroj Sharma
- Department of Biochemistry, Central University of Rajasthan, Ajmer, 305817, India
| | - Vishvanath Tiwari
- Department of Biochemistry, Central University of Rajasthan, Ajmer, 305817, India.
| |
Collapse
|
10
|
Vasileiadis A, Bozidis P, Konstantinidis K, Kesesidis N, Potamiti L, Kolliopoulou A, Beloukas A, Panayiotidis MI, Havaki S, Gorgoulis VG, Gartzonika K, Karakasiliotis I. A Novel Dhillonvirus Phage against Escherichia coli Bearing a Unique Gene of Intergeneric Origin. Curr Issues Mol Biol 2024; 46:9312-9329. [PMID: 39329903 PMCID: PMC11430396 DOI: 10.3390/cimb46090551] [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: 07/24/2024] [Revised: 08/19/2024] [Accepted: 08/21/2024] [Indexed: 09/28/2024] Open
Abstract
Antibiotics resistance is expanding amongst pathogenic bacteria. Phage therapy is a revived concept for targeting bacteria with multiple antibiotics resistances. In the present study, we isolated and characterized a novel phage from hospital treatment plant input, using Escherichia coli (E. coli) as host bacterium. Phage lytic activity was detected by using soft agar assay. Whole-genome sequencing of the phage was performed by using Next-Generation Sequencing (NGS). Host range was determined using other species of bacteria and representative genogroups of E. coli. Whole-genome sequencing of the phage revealed that Escherichia phage Ioannina is a novel phage within the Dhillonvirus genus, but significantly diverged from other Dhillonviruses. Its genome is a 45,270 bp linear double-stranded DNA molecule that encodes 61 coding sequences (CDSs). The coding sequence of CDS28, a putative tail fiber protein, presented higher similarity to representatives of other phage families, signifying a possible recombination event. Escherichia phage Ioannina lytic activity was broad amongst the E. coli genogroups of clinical and environmental origin with multiple resistances. This phage may present in the future an important therapeutic tool against bacterial strains with multiple antibiotic resistances.
Collapse
Affiliation(s)
- Anastasios Vasileiadis
- Laboratory of Biology, Department of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (A.V.); (K.K.); (N.K.)
- Department of Microbiology, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45332 Ioannina, Greece; (P.B.); (K.G.)
| | - Petros Bozidis
- Department of Microbiology, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45332 Ioannina, Greece; (P.B.); (K.G.)
| | - Konstantinos Konstantinidis
- Laboratory of Biology, Department of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (A.V.); (K.K.); (N.K.)
| | - Nikolaos Kesesidis
- Laboratory of Biology, Department of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (A.V.); (K.K.); (N.K.)
| | - Louiza Potamiti
- Department of Cancer Genetics, Therapeutics & Ultrastructural Pathology, The Cyprus Institute of Neurology & Genetics, Nicosia 2371, Cyprus; (L.P.); (M.I.P.)
| | - Anna Kolliopoulou
- Molecular Microbiology and Immunology Laboratory, Department of Biomedical Sciences, University of West Attica, 12243 Athens, Greece; (A.K.); (A.B.)
| | - Apostolos Beloukas
- Molecular Microbiology and Immunology Laboratory, Department of Biomedical Sciences, University of West Attica, 12243 Athens, Greece; (A.K.); (A.B.)
| | - Mihalis I. Panayiotidis
- Department of Cancer Genetics, Therapeutics & Ultrastructural Pathology, The Cyprus Institute of Neurology & Genetics, Nicosia 2371, Cyprus; (L.P.); (M.I.P.)
| | - Sophia Havaki
- Molecular Carcinogenesis Group, Department of Histology and Embryology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece; (S.H.); (V.G.G.)
| | - Vassilis G. Gorgoulis
- Molecular Carcinogenesis Group, Department of Histology and Embryology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece; (S.H.); (V.G.G.)
- Biomedical Research Foundation, Academy of Athens, 11527 Athens, Greece
- Ninewells Hospital and Medical School, University of Dundee, Dundee DD1 9SY, UK
- Faculty Institute for Cancer Sciences, Manchester Academic Health Sciences Centre, University of Manchester, Manchester M20 4GJ, UK
- Faculty of Health and Medical Sciences, University of Surrey, Surrey GU2 7YH, UK
| | - Konstantina Gartzonika
- Department of Microbiology, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45332 Ioannina, Greece; (P.B.); (K.G.)
| | - Ioannis Karakasiliotis
- Laboratory of Biology, Department of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (A.V.); (K.K.); (N.K.)
| |
Collapse
|
11
|
Zhang X, Zhang D, Zhang X, Zhang X. Artificial intelligence applications in the diagnosis and treatment of bacterial infections. Front Microbiol 2024; 15:1449844. [PMID: 39165576 PMCID: PMC11334354 DOI: 10.3389/fmicb.2024.1449844] [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: 06/16/2024] [Accepted: 07/04/2024] [Indexed: 08/22/2024] Open
Abstract
The diagnosis and treatment of bacterial infections in the medical and public health field in the 21st century remain significantly challenging. Artificial Intelligence (AI) has emerged as a powerful new tool in diagnosing and treating bacterial infections. AI is rapidly revolutionizing epidemiological studies of infectious diseases, providing effective early warning, prevention, and control of outbreaks. Machine learning models provide a highly flexible way to simulate and predict the complex mechanisms of pathogen-host interactions, which is crucial for a comprehensive understanding of the nature of diseases. Machine learning-based pathogen identification technology and antimicrobial drug susceptibility testing break through the limitations of traditional methods, significantly shorten the time from sample collection to the determination of result, and greatly improve the speed and accuracy of laboratory testing. In addition, AI technology application in treating bacterial infections, particularly in the research and development of drugs and vaccines, and the application of innovative therapies such as bacteriophage, provides new strategies for improving therapy and curbing bacterial resistance. Although AI has a broad application prospect in diagnosing and treating bacterial infections, significant challenges remain in data quality and quantity, model interpretability, clinical integration, and patient privacy protection. To overcome these challenges and, realize widespread application in clinical practice, interdisciplinary cooperation, technology innovation, and policy support are essential components of the joint efforts required. In summary, with continuous advancements and in-depth application of AI technology, AI will enable doctors to more effectivelyaddress the challenge of bacterial infection, promoting the development of medical practice toward precision, efficiency, and personalization; optimizing the best nursing and treatment plans for patients; and providing strong support for public health safety.
Collapse
Affiliation(s)
- Xiaoyu Zhang
- First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Deng Zhang
- Department of Infectious Diseases, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Xifan Zhang
- First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Xin Zhang
- First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China
| |
Collapse
|
12
|
Podlacha M, Węgrzyn G, Węgrzyn A. Bacteriophages-Dangerous Viruses Acting Incognito or Underestimated Saviors in the Fight against Bacteria? Int J Mol Sci 2024; 25:2107. [PMID: 38396784 PMCID: PMC10889324 DOI: 10.3390/ijms25042107] [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: 01/14/2024] [Revised: 02/04/2024] [Accepted: 02/08/2024] [Indexed: 02/25/2024] Open
Abstract
The steadily increasing number of drug-resistant bacterial species has prompted the search for alternative treatments, resulting in a growing interest in bacteriophages. Although they are viruses infecting bacterial cells, bacteriophages are an extremely important part of the human microbiota. By interacting with eukaryotic cells, they are able to modulate the functioning of many systems, including the immune and nervous systems, affecting not only the homeostasis of the organism, but potentially also the regulation of pathological processes. Therefore, the aim of this review is to answer the questions of (i) how animal/human immune systems respond to bacteriophages under physiological conditions and under conditions of reduced immunity, especially during bacterial infection; (ii) whether bacteriophages can induce negative changes in brain functioning after crossing the blood-brain barrier, which could result in various disorders or in an increase in the risk of neurodegenerative diseases; and (iii) how bacteriophages can modify gut microbiota. The crucial dilemma is whether administration of bacteriophages is always beneficial or rather if it may involve any risks.
Collapse
Affiliation(s)
- Magdalena Podlacha
- Department of Molecular Biology, University of Gdansk, Wita Stwosza 59, 80-308 Gdansk, Poland; (M.P.); (G.W.)
| | - Grzegorz Węgrzyn
- Department of Molecular Biology, University of Gdansk, Wita Stwosza 59, 80-308 Gdansk, Poland; (M.P.); (G.W.)
| | - Alicja Węgrzyn
- Phage Therapy Center, University Center for Applied and Interdisciplinary Research, University of Gdansk, Kładki 24, 80-822 Gdansk, Poland
| |
Collapse
|