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Jay A, Jordan DF, Gerstein A, Landry CR. The role of gene copy number variation in antimicrobial resistance in human fungal pathogens. NPJ ANTIMICROBIALS AND RESISTANCE 2025; 3:1. [PMID: 39781035 PMCID: PMC11703754 DOI: 10.1038/s44259-024-00072-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 12/05/2024] [Indexed: 01/11/2025]
Abstract
Faced with the burden of increasing resistance to antifungals in many fungal pathogens and the constant emergence of new drug-resistant strains, it is essential to assess the importance of various resistance mechanisms. Fungi have relatively plastic genomes and can tolerate genomic copy number variation (CNV) caused by aneuploidy and gene amplification or deletion. In many cases, these genomic changes lead to adaptation to stressful conditions, including those caused by antifungal drugs. Here, we specifically examine the contribution of CNVs to antifungal resistance. We undertook a thorough literature search, collecting reports of antifungal resistance caused by a CNV, and classifying the examples of CNV-conferred resistance into four main mechanisms. We find that in human fungal pathogens, there is little evidence that gene copy number plays a major role in the emergence of antifungal resistance compared to other types of mutations. We discuss why we might be underestimating their importance and new approaches being used to study them.
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Affiliation(s)
- Adarsh Jay
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie, Université Laval, Québec City, G1V 0A6 Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec City, G1V 0A6 Canada
- PROTEO, Le regroupement québécois de recherche sur la fonction, l’ingénierie et les applications des protéines, Université Laval, Québec City, G1V 0A6 Canada
- Centre de Recherche sur les Données Massives, Université Laval, Québec City, G1V 0A6 Canada
| | - David F. Jordan
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie, Université Laval, Québec City, G1V 0A6 Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec City, G1V 0A6 Canada
- PROTEO, Le regroupement québécois de recherche sur la fonction, l’ingénierie et les applications des protéines, Université Laval, Québec City, G1V 0A6 Canada
- Centre de Recherche sur les Données Massives, Université Laval, Québec City, G1V 0A6 Canada
| | - Aleeza Gerstein
- Department of Microbiology, The University of Manitoba, Winnipeg, R3T 2N2 Canada
- Department of Statistics, The University of Manitoba, Winnipeg, R3T 2N2 Canada
| | - Christian R. Landry
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie, Université Laval, Québec City, G1V 0A6 Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec City, G1V 0A6 Canada
- PROTEO, Le regroupement québécois de recherche sur la fonction, l’ingénierie et les applications des protéines, Université Laval, Québec City, G1V 0A6 Canada
- Centre de Recherche sur les Données Massives, Université Laval, Québec City, G1V 0A6 Canada
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Mbim EN, Edet UO, Nwaokorie FO, Okoroiwu HU, Ibor OR, Bassey IU, Ekpo AE, Edet BO, Bebia GP, Tega C, Mboto CI, Nkang AE. In-vitro Evaluation of the Antifungal Property of Cold-Pressed Coconut oil Against Drug-Resistant Candida albicans and in-Silico Bioactivity Against Candidapepsin-2. Nat Prod Commun 2024; 19. [DOI: 10.1177/1934578x241275798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2025] Open
Abstract
Objective: This study focuses on Candida albicans, a significant fungal pathogen in humans, particularly affecting immunocompromised individuals and developing resistance to commonly used antifungal drugs. To address this challenge, the research assessed the in-vitro anti-candida properties of cold-pressed coconut oil. Additionally, the study conducted an in-silico evaluation of the oil's bioactive compounds against candidapepsin-2, an enzyme crucial in the virulence and pathogenesis of Candida infections. Materials and Methods: Extracted coconut oil was tested for its sterility and evaluated for its antifungal activity in-vitro using the agar well-diffusion methods with fluconazole as a positive control. Growth kinetics assay and synergism activity with fluconazole were also assessed. The coconut oil was quantitatively screened for its bioactive compounds using gas chromatography coupled to a mass spectrophotometer (GC-MS) and the resulting bioactive compounds were assessed for absorption, distribution, metabolism, excretion and toxicity (ADMET) properties using the SWISSADME tool. Compounds that met Lipinski's rule of five (ROF) were subjected to molecular docking against candidapepsin-2 using the Biovia (Discovery) docking tool. Results: The test isolates exhibited zones of inhibition ranging from 47–76 mm to the extract (100%) compared to 12–42 mm exhibited against fluconazole (400 mg) and 2–3 mm in plates containing only agar with MICs and MFCs ranging from 1.57–6.25% and 3.13 −12.5% against the extract compared to the control drug where MICs and MFCs of 6.25–12.5% and 12.5–25.0% were observed, respectively. The coconut extract exerted a concentration-dependent effect on the test isolates over time as higher extract concentrations decreased the optical density of cells to 0.001–0.06 at 72 h of incubation. Equal proportions of the extract + fluconazole exerted greater inhibitory potentials on the test isolates compared with those of low extract proportions. The synergistic-antagonistic antifungal assay showed enhanced sensitivity of the resistant isolates. Of the eleven (11) bioactive compounds quantitatively screened, only nine (9) met Lipinski's ROF and also returned favourable pharmacokinetics comparable to fluconazole. Docking scores for the bioactive compounds ranged from −2.0 to −3.0 kcal/mol. The most recurring amino acid residues following molecular docking were ILE and THR. Conclusion: The bioactive compounds showed desirable activities in-vitro, especially in synergy with fluconazole against the drug-resistant Candida species and in-silico and thus, require further studies to validate their potential use in the management of Candida-related infections.
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Affiliation(s)
- Elizabeth Nkagafel Mbim
- Department of Public Health, Faculty of Basic Medical Sciences, Arthur Jarvis University, Akpabuyo, Cross River State, Nigeria
| | - Uwem Okon Edet
- Department of Biological Science, Faculty of Natural and Applied Sciences, Arthur Jarvis University, Akpabuyo, Cross River State, Nigeria
| | - Francisca O. Nwaokorie
- Department of Medical Laboratory Science, College of Medicine, University of Lagos, Lagos State, Nigeria
| | - Henshaw U. Okoroiwu
- Department of Medical Laboratory Science, Faculty of Health Sciences and Technology, David Umahi Federal University of Health Sciences
- International Institute for Oncology and Cancer Resaerch, David Umahi Federal University of Health Sciences and Technology, Uburu, Ebonyi State, Nigeria
| | - Oju R. Ibor
- Department of Zoology and Environmental Biology, Faculty of Biological Sciences, University of Calabar, Calabar, Cross River State, Nigeria
| | - Ini Ubi Bassey
- Department of Microbiology, Faculty of Biological Sciences, University of Calabar, Calabar, Cross River State, Nigeria
| | - Antai E. Ekpo
- Department of Biological (Microbiology) Oceanography, Faculty of Oceanography, University of Calabar, Calabar, Nigeria
| | - Bassey Okon Edet
- Department of Biological Science, Faculty of Natural and Applied Sciences, Arthur Jarvis University, Akpabuyo, Cross River State, Nigeria
| | - Glory P. Bebia
- Department of Medical Microbiology/Parasitology, Faculty of Medical Laboratory Science, University of Calabar, Calabar, Cross River State, Nigeria
| | - Curtis Tega
- Department of Microbiology, Faculty of Biological Sciences, University of Calabar, Calabar, Cross River State, Nigeria
| | - Clement I. Mboto
- Department of Microbiology, Faculty of Biological Sciences, University of Calabar, Calabar, Cross River State, Nigeria
| | - Ani E. Nkang
- Department of Public Health, Faculty of Basic Medical Sciences, Arthur Jarvis University, Akpabuyo, Cross River State, Nigeria
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Pham D, Sivalingam V, Tang HM, Montgomery JM, Chen SCA, Halliday CL. Molecular Diagnostics for Invasive Fungal Diseases: Current and Future Approaches. J Fungi (Basel) 2024; 10:447. [PMID: 39057332 PMCID: PMC11278267 DOI: 10.3390/jof10070447] [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: 05/31/2024] [Revised: 06/21/2024] [Accepted: 06/24/2024] [Indexed: 07/28/2024] Open
Abstract
Invasive fungal diseases (IFDs) comprise a growing healthcare burden, especially given the expanding population of immunocompromised hosts. Early diagnosis of IFDs is required to optimise therapy with antifungals, especially in the setting of rising rates of antifungal resistance. Molecular techniques including nucleic acid amplification tests and whole genome sequencing have potential to offer utility in overcoming limitations with traditional phenotypic testing. However, standardisation of methodology and interpretations of these assays is an ongoing undertaking. The utility of targeted Aspergillus detection has been well-defined, with progress in investigations into the role of targeted assays for Candida, Pneumocystis, Cryptococcus, the Mucorales and endemic mycoses. Likewise, whilst broad-range polymerase chain reaction assays have been in use for some time, pathology stewardship and optimising diagnostic yield is a continuing exercise. As costs decrease, there is also now increased access and experience with whole genome sequencing, including metagenomic sequencing, which offers unparalleled resolution especially in the investigations of potential outbreaks. However, their role in routine diagnostic use remains uncommon and standardisation of techniques and workflow are required for wider implementation.
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Affiliation(s)
- David Pham
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - Varsha Sivalingam
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - Helen M. Tang
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - James M. Montgomery
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - Sharon C.-A. Chen
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
- Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia
- Sydney Infectious Diseases Institute, The University of Sydney, Westmead, NSW 2145, Australia
| | - Catriona L. Halliday
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
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Alastruey-Izquierdo A, Martín-Galiano AJ. The challenges of the genome-based identification of antifungal resistance in the clinical routine. Front Microbiol 2023; 14:1134755. [PMID: 37152754 PMCID: PMC10157239 DOI: 10.3389/fmicb.2023.1134755] [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: 12/30/2022] [Accepted: 04/05/2023] [Indexed: 05/09/2023] Open
Abstract
The increasing number of chronic and life-threatening infections caused by antimicrobial resistant fungal isolates is of critical concern. Low DNA sequencing cost may facilitate the identification of the genomic profile leading to resistance, the resistome, to rationally optimize the design of antifungal therapies. However, compared to bacteria, initiatives for resistome detection in eukaryotic pathogens are underdeveloped. Firstly, reported mutations in antifungal targets leading to reduced susceptibility must be extensively collected from the literature to generate comprehensive databases. This information should be complemented with specific laboratory screenings to detect the highest number possible of relevant genetic changes in primary targets and associations between resistance and other genomic markers. Strikingly, some drug resistant strains experience high-level genetic changes such as ploidy variation as much as duplications and reorganizations of specific chromosomes. Such variations involve allelic dominance, gene dosage increments and target expression regime effects that should be explicitly parameterized in antifungal resistome prediction algorithms. Clinical data indicate that predictors need to consider the precise pathogen species and drug levels of detail, instead of just genus and drug class. The concomitant needs for mutation accuracy and assembly quality assurance suggest hybrid sequencing approaches involving third-generation methods will be utilized. Moreover, fatal fast infections, like fungemia and meningitis, will further require both sequencing and analysis facilities are available in-house. Altogether, the complex nature of antifungal resistance demands extensive sequencing, data acquisition and processing, bioinformatic analysis pipelines, and standard protocols to be accomplished prior to genome-based protocols are applied in the clinical setting.
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Affiliation(s)
- Ana Alastruey-Izquierdo
- Mycology Reference Laboratory, National Centre for Microbiology, Instituto de Salud Carlos III, Madrid, Spain
- Center for Biomedical Research in Network in Infectious Diseases (CIBERINFEC-CB21/13/00105), Instituto de Salud Carlos III, Madrid, Spain
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Prakash SMU, Kabir MA. Repurposing vilanterol as a novel potential antifungal for Candida albicans: In-silico & in-vitro approach. MEDICINE IN DRUG DISCOVERY 2022. [DOI: 10.1016/j.medidd.2022.100137] [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] Open
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