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Carolus H, Sofras D, Boccarella G, Jacobs S, Biriukov V, Goossens L, Chen A, Vantyghem I, Verbeeck T, Pierson S, Lobo Romero C, Steenackers H, Lagrou K, van den Berg P, Berman J, Gabaldón T, Van Dijck P. Collateral sensitivity counteracts the evolution of antifungal drug resistance in Candida auris. Nat Microbiol 2024; 9:2954-2969. [PMID: 39472696 DOI: 10.1038/s41564-024-01811-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 08/15/2024] [Indexed: 11/02/2024]
Abstract
Antifungal drug resistance represents a serious global health threat, necessitating new treatment strategies. Here we investigated collateral sensitivity (CS), in which resistance to one drug increases sensitivity to another, and cross-resistance (XR), in which one drug resistance mechanism reduces susceptibility to multiple drugs, since CS and XR dynamics can guide treatment design to impede resistance development, but have not been systematically explored in pathogenic fungi. We used experimental evolution and mathematical modelling of Candida auris population dynamics during cyclic and combined drug exposures and found that especially CS-based drug cycling can effectively prevent the emergence of drug resistance. In addition, we found that a CS-based treatment switch can actively select against or eradicate resistant sub-populations, highlighting the potential to consider CS in therapeutic decision-making upon resistance detection. Furthermore, we show that some CS trends are robust among different strains and resistance mechanisms. Overall, these findings provide a promising direction for improved antifungal treatment approaches.
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Affiliation(s)
- Hans Carolus
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium.
| | - Dimitrios Sofras
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Giorgio Boccarella
- Evolutionary Modelling Group, Department of Biology, KU Leuven, Leuven, Belgium
- Evolutionary Modelling Group, Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Stef Jacobs
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Vladislav Biriukov
- Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Louise Goossens
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Alicia Chen
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Ina Vantyghem
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Tibo Verbeeck
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Siebe Pierson
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Celia Lobo Romero
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Hans Steenackers
- Centre for Microbial and Plant Genetics, Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Katrien Lagrou
- Laboratory of Clinical Microbiology, KU Leuven, Leuven, Belgium
| | - Pieter van den Berg
- Evolutionary Modelling Group, Department of Biology, KU Leuven, Leuven, Belgium
- Evolutionary Modelling Group, Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Judith Berman
- Shmunis School of Biomedical and Cancer Research, Tel Aviv University, Tel Aviv, Israel
| | - Toni Gabaldón
- Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Patrick Van Dijck
- Laboratory of Molecular Cell Biology, Department of Biology, KU Leuven, Leuven, Belgium.
- KU Leuven One Health Institute, KU Leuven, Leuven, Belgium.
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Gayatri M, Jothipandiyan S, Azeez MKA, Sudharsan M, Suresh D, Nithyanand P. Novel thiazolinyl-picolinamide-based palladium(II) complex extenuates the virulence and biofilms of vulvovaginal candidiasis (VVC) causing Candida. Int Microbiol 2024; 27:1527-1539. [PMID: 38467906 DOI: 10.1007/s10123-024-00497-8] [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: 07/09/2023] [Revised: 03/01/2024] [Accepted: 03/05/2024] [Indexed: 03/13/2024]
Abstract
Candida infections are growing all over the world as a result of their resistance to anti-fungal drugs. This raises concerns about public health, particularly in cases of vulvovaginal candidiasis (VVC). Therefore, the need for effective treatment options for Candida infections has become crucial. The main goal of the study is to evaluate the efficacy of novel palladium metal complexes against fluconazole-resistant Candida spp., particularly C. albicans and C. auris. The process begins with identifying the minimum inhibitory concentration (MIC), followed by growth curve assays, colony morphology analysis, characterization, and gene expression analysis. The investigation revealed that sub-MIC of Pd(II) complex B (250 μg/mL) inhibited Candida spp. more effectively than amphotericin B (500 μg/mL). Further, Pd(II) complex B drastically reduced the growth of Candida spp. biofilms by 70-80% for nascent biofilms and 70-75% for mature biofilms. Additionally, the yeast-to-hyphal switch and SEM studies revealed that Pd(II) complex B effectively hinders the growth of drug-resistant Candida cells. The gene expression investigation also evidenced that Pd(II) complex B downregulated virulence genes in C. albicans (ERG, EFG, UME6, and HGC) and C. auris (ERG, CDR, and HGC). The findings showed that Pd(II) complex B effectively inhibited the growth of Candida biofilm formation and was reported as a potential anti-biofilm agent against Candida spp. that are resistant to drugs.
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Affiliation(s)
- Munieswaran Gayatri
- Biofilm Biology Laboratory, Centre for Research on Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India
- Organometallics and Catalysis Laboratory, Department of Chemistry, School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India
| | - Sowndarya Jothipandiyan
- Biofilm Biology Laboratory, Centre for Research on Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India
| | - Mohamed Khalid Abdul Azeez
- Biofilm Biology Laboratory, Centre for Research on Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India
| | - Murugesan Sudharsan
- Organometallics and Catalysis Laboratory, Department of Chemistry, School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India
| | - Devarajan Suresh
- Organometallics and Catalysis Laboratory, Department of Chemistry, School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India.
| | - Paramasivam Nithyanand
- Biofilm Biology Laboratory, Centre for Research on Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, 613401, India.
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Beredaki MI, Sanidopoulos I, Pournaras S, Meletiadis J. Defining Optimal Doses of Liposomal Amphotericin B Against Candida auris: Data From an In Vitro Pharmacokinetic/Pharmacodynamic Model. J Infect Dis 2024; 229:599-607. [PMID: 38109276 PMCID: PMC10873176 DOI: 10.1093/infdis/jiad583] [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: 08/16/2023] [Revised: 12/11/2023] [Accepted: 12/16/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND Candida auris isolates exhibit elevated amphotericin B (AMB) minimum inhibitory concentrations (MICs). As liposomal AMB (L-AMB) can be safely administered at high doses, we explored L-AMB pharmacodynamics against C. auris isolates in an in vitro pharmacokinetic/pharmacodynamic (PK/PD) dilution model. METHODS Four C. auris isolates with Clinical and Laboratory Standards Institute (CLSI) AMB MICs = 0.5-2 mg/L were tested in an in vitro PK/PD model simulating L-AMB pharmacokinetics. The in vitro model was validated using a Candida albicans isolate tested in animals. The peak concentration (Cmax)/MIC versus log10 colony-forming units (CFU)/mL reduction from the initial inoculum was analyzed with the sigmoidal model with variable slope (Emax model). Monte Carlo analysis was performed for the standard (3 mg/kg) and higher (5 mg/kg) L-AMB doses. RESULTS The in vitro PK/PD relationship Cmax/MIC versus log10 CFU/mL reduction followed a sigmoidal pattern (R2 = 0.91 for C. albicans, R2 = 0.86 for C. auris). The Cmax/MIC associated with stasis was 2.1 for C. albicans and 9 for C. auris. The probability of target attainment was >95% with 3 mg/kg for wild-type C. albicans isolates with MIC ≤2 mg/L and C. auris isolates with MIC ≤1 mg/L whereas 5 mg/kg L-AMB is needed for C. auris isolates with MIC 2 mg/L. CONCLUSIONS L-AMB was 4-fold less active against C. auris than C. albicans. Candida auris isolates with CLSI MIC 2 mg/L would require a higher L-AMB dose.
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Affiliation(s)
- Maria-Ioanna Beredaki
- Clinical Microbiology Laboratory, Attikon University Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Sanidopoulos
- Clinical Microbiology Laboratory, Attikon University Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Spyros Pournaras
- Clinical Microbiology Laboratory, Attikon University Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Joseph Meletiadis
- Clinical Microbiology Laboratory, Attikon University Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
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Model-Informed Precision Dosing (MIPD). Pharmaceutics 2022; 14:pharmaceutics14122731. [PMID: 36559225 PMCID: PMC9780803 DOI: 10.3390/pharmaceutics14122731] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 12/02/2022] [Indexed: 12/12/2022] Open
Abstract
Model-informed precision dosing (MIPD) is an advanced quantitative approach focusing on individualized dosage optimization, integrating complex mathematical and statistical models of drugs and disease combined with individual demographic and clinical patient characteristics [...].
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Zhao Y, Qin XJ, Wang ZJ, Jin Q, Wang XN, Chen SS, Luo XD. Amphotericin B and 5-flucytosine as fungicides against Penicillium italicum for citrus fruit rot. POSTHARVEST BIOLOGY AND TECHNOLOGY 2022; 193:112058. [DOI: 10.1016/j.postharvbio.2022.112058] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
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Forgács L, Borman AM, Kovács R, Balázsi D, Tóth Z, Balázs B, Chun-Ju C, Kardos G, Kovacs I, Majoros L. In Vivo Efficacy of Amphotericin B against Four Candida auris Clades. J Fungi (Basel) 2022; 8:jof8050499. [PMID: 35628754 PMCID: PMC9144575 DOI: 10.3390/jof8050499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 02/01/2023] Open
Abstract
Candida auris is a multidrug-resistant fungus against which in some clinical situations amphotericin B (AMB) remains the alternative or first line drug. We compared daily 1 mg/kg of AMB efficacy in a neutropenic murine bloodstream infection model against 10 isolates representing four C. auris clades (South Asian n = 2; East Asian n = 2; South African n = 2; South American n = 4; two of which were of environmental origin). Five days of AMB treatment significantly increased the survival rates in mice infected with isolates of the East Asian clade, and 1 isolate each from the South African and South American clades (originated from bloodstream), but not in mice infected with the South Asian and 2 environmental isolates from the South American clades. AMB treatment decreased the fungal burden in mice infected with the 2 isolates each from East Asian and South African, and 1 out of 2 bloodstream isolates from South American clades in the hearts (p < 0.01), kidneys (p < 0.01) and brain (p < 0.05). AMB treatment, regardless of clades, significantly decreased colony forming units in the urine at day 3. However, histopathological examination in AMB-treated mice revealed large aggregates of yeast cells in the kidneys and hearts, and focal lesions in the cerebra and cerebelli, regardless of precise C. auris clade. Our clade-specific data confirm that the efficacy of AMB against C. auris is weak, explaining the therapeutic failures in clinical situations. Our results draw attention to the necessity to maximize the killing at the start of treatment to avoid later complications in the heart and central nervous system.
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Affiliation(s)
- Lajos Forgács
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary; (L.F.); (R.K.); (D.B.); (Z.T.); (B.B.); (C.C.-J.)
- Doctoral School of Pharmaceutical Sciences, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary
| | - Andrew M. Borman
- UK National Mycology Reference Laboratory, UK Health Security Agency, Science Quarter, Southmead Hospital, Bristol BS10 5NB, UK;
- Medical Research Council Centre for Medical Mycology (MRC CMM), University of Exeter, Exeter EX4 4QD, UK
| | - Renátó Kovács
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary; (L.F.); (R.K.); (D.B.); (Z.T.); (B.B.); (C.C.-J.)
- Faculty of Pharmacy, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary
| | - Dávid Balázsi
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary; (L.F.); (R.K.); (D.B.); (Z.T.); (B.B.); (C.C.-J.)
- Doctoral School of Pharmaceutical Sciences, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary
| | - Zoltán Tóth
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary; (L.F.); (R.K.); (D.B.); (Z.T.); (B.B.); (C.C.-J.)
- Doctoral School of Pharmaceutical Sciences, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary
| | - Bence Balázs
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary; (L.F.); (R.K.); (D.B.); (Z.T.); (B.B.); (C.C.-J.)
- Doctoral School of Pharmaceutical Sciences, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary
| | - Chiu Chun-Ju
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary; (L.F.); (R.K.); (D.B.); (Z.T.); (B.B.); (C.C.-J.)
| | - Gábor Kardos
- Department of Metagenomics, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary;
| | - Ilona Kovacs
- Department of Pathology, Kenézy Gyula Hospital, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary;
| | - László Majoros
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98., 4032 Debrecen, Hungary; (L.F.); (R.K.); (D.B.); (Z.T.); (B.B.); (C.C.-J.)
- Correspondence: ; Tel.: +36-52-255-425; Fax: +36-52-255-424
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