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Nunez-Rodriguez JC, Schikora-Tamarit MÀ, Ksiezopolska E, Gabaldón T. Simple large-scale quantitative phenotyping and antimicrobial susceptibility testing with Q-PHAST. Nat Protoc 2025:10.1038/s41596-025-01179-z. [PMID: 40355749 DOI: 10.1038/s41596-025-01179-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 03/19/2025] [Indexed: 05/14/2025]
Abstract
The characterization of antimicrobial susceptibility and other relevant phenotypes in large collections of microbial isolates is a common need across research and clinical microbiology laboratories. Robotization provides unprecedented throughput but involves costs that are prohibitive for the average laboratory. Here, using affordable materials and open-source software, we developed Q-PHAST (Quantitative PHenotyping and Antimicrobial Susceptibility Testing), a unique solution for cost-effective, large-scale phenotyping in a standard microbiology laboratory. Single colonies are grown in a deep 96-well master plate, from which diluted aliquots are used to generate 96 spots on different experimental plates containing solid medium with the substance and concentration of interest. These plates are incubated on inexpensive flatbed scanners that monitor the growth of each spot by obtaining images every 15 min. A simple, python-based software, which can be used via a graphical interface on various operating systems ( https://github.com/Gabaldonlab/Q-PHAST ), analyzes the images to infer growth, fitness (e.g., doubling rate) and susceptibility (e.g., minimum inhibitory concentration) measures. With <120 min of hands-on time per day for three consecutive days, ready-to-use results are obtained and presented in tables or graphs. This solution enables non-experts with limited resources to perform accurate quantitative phenotyping on hundreds of strains in parallel.
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Affiliation(s)
- Juan Carlos Nunez-Rodriguez
- Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Miquel Àngel Schikora-Tamarit
- Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Ewa Ksiezopolska
- Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - 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.
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Sasikumar J, Shaikh HA, Naik B, Laha S, Das SP. Emergence of fungal hybrids - Potential threat to humans. Microb Pathog 2025; 200:107278. [PMID: 39805347 DOI: 10.1016/j.micpath.2025.107278] [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: 09/21/2024] [Revised: 12/17/2024] [Accepted: 01/03/2025] [Indexed: 01/16/2025]
Abstract
Fungal hybrids arise through the interbreeding of distinct species. This hybridization process fosters increased genetic diversity and the emergence of new traits. Mechanisms driving hybridization include the loss of heterozygosity, copy number variations, and horizontal gene transfer. Genetic mating barriers, changes in ploidy, chromosomal instability, and genomic diversity influence hybridization. These factors directly impact the fitness and adaptation of hybrid offspring. Epigenetic factors, including DNA methylation, histone modifications, non-coding RNAs, and chromatin remodelling, play a role in post-mating isolation in hybrids. In addition to all these mechanisms, successful hybridization in fungi is ensured by cellular mechanisms like mitochondrial inheritance, transposable elements, and other genome conversion mechanisms. These mechanisms support hybrid life and enhance the virulence and pathogenicity of fungal hybrids, which provoke diseases in host organisms. Recent advancements in sequencing have uncovered fungal hybrids in pathogens like Aspergillus, Candida, and Cryptococcus. Examples of these hybrids, such as Aspergillus latus, Candida metapsilosis, and Cryptococcus neoformans, induce severe human infections. Identifying fungal hybrids is challenging due to their altered genome traits. ITS sequencing has emerged as a promising method for diagnosing these hybrids. To prevent the emergence of novel hybrid fungal pathogens, it is crucial to develop effective diagnostic techniques and closely monitor pathogenic fungal populations for signs of hybridization. This comprehensive review delves into various facts about fungal hybridization, including its causes, genetic outcomes, barriers, diagnostic strategies, and examples of emerging fungal hybrids. The review emphasises the potential threat that fungal hybrids pose to human health and highlights their clinical significance.
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Affiliation(s)
- Jayaprakash Sasikumar
- Cell Biology and Molecular Genetics, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India.
| | - Heena Azhar Shaikh
- Cell Biology and Molecular Genetics, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India.
| | - Bharati Naik
- Cell Biology and Molecular Genetics, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India.
| | - Suparna Laha
- Cell Biology and Molecular Genetics, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India.
| | - Shankar Prasad Das
- Cell Biology and Molecular Genetics, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India.
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3
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del Olmo V, Redondo-Río Á, García AB, Limtong S, Saus E, Gabaldón T. Insights into the origin, hybridisation and adaptation of Candida metapsilosis hybrid pathogens. PLoS Pathog 2025; 21:e1012864. [PMID: 39823524 PMCID: PMC11781744 DOI: 10.1371/journal.ppat.1012864] [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: 05/04/2024] [Revised: 01/30/2025] [Accepted: 12/29/2024] [Indexed: 01/19/2025] Open
Abstract
Hybridisation is a source of genetic diversity, can drive adaptation to new niches and has been found to be a frequent event in lineages harbouring pathogenic fungi. However, little is known about the genomic implications of hybridisation nor its impact on pathogenicity-related traits. A common limitation for addressing these questions is the narrow representativity of sequenced genomes, mostly corresponding to strains isolated from infected patients. The opportunistic human pathogen Candida metapsilosis is a hybrid that descends from the crossing between unknown parental lineages. Here, we sequenced the genomes of five new C. metapsilosis isolates, one representing the first African isolate for this species, and four environmental isolates from marine niches. Our comparative genomic analyses, including a total of 29 sequenced strains, shed light on the phylogenetic relationships between C. metapsilosis hybrid isolates and show that environmental strains are closely related to clinical ones and belong to different clades, suggesting multiple independent colonisations. Furthermore, we identify a new diverging clade likely emerging from the same hybridisation event that originated two other previously described hybrid clades. Lastly, we evaluate phenotypes relevant during infection such as drug susceptibility, thermotolerance or virulence. We identify low drug susceptibility phenotypes which we suggest might be driven by loss of heterozygosity events in key genes. We discover that thermotolerance is mainly clade-dependent and find a correlation with the faecal origin of some strains which highlights the adaptive potential of the fungus as commensal.
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Affiliation(s)
- Valentina del Olmo
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Álvaro Redondo-Río
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Alicia Benavente García
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Savitree Limtong
- Department of Microbiology, Faculty of Science, Kasetsart University, Bangkok, Thailand
| | - Ester Saus
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Toni Gabaldón
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
- ICREA, Pg. Lluis Companys 23, Barcelona, Spain
- Centro de Investigación Biomédica En Red de Enfermedades Infecciosas, Barcelona, Spain
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4
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Spruijtenburg B, De Carolis E, Magri C, Meis JF, Sanguinetti M, de Groot T, Meijer EFJ. Genotyping of Candida tropicalis isolates uncovers nosocomial transmission of two lineages in Italian tertiary care hospital. J Hosp Infect 2025; 155:115-122. [PMID: 39427771 DOI: 10.1016/j.jhin.2024.10.003] [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: 07/26/2024] [Revised: 09/18/2024] [Accepted: 10/05/2024] [Indexed: 10/22/2024]
Abstract
OBJECTIVES Candida tropicalis is a medically important yeast with increasing antifungal resistance, but nosocomial transmission is rarely reported. This study genotyped C. tropicalis isolates from Italian hospitals to uncover potential nosocomial transmission and assess resistance. METHODS In total, 197 C. tropicalis isolates from 161 patients were collected from five centres from 2013 to 2023. Short tandem repeat (STR) genotyping was conducted on all isolates, and a selection of 24 isolates were typed with whole-genome sequencing (WGS) and the novel Fourier-transform infrared (FTIR) spectroscopy method. Antifungal resistance was investigated with microbroth dilution and WGS. RESULTS STR genotyping revealed seven clusters with isolates from multiple patients. WGS single nucleotide polymorphism (SNP) analysis on five groups of isolates with related STR genotypes also separated these isolates into five groups, of which two groups contained a cluster of isolates from different patients distinguished by ≤59 SNPs. In comparison, sequential isolates within three patients were differentiated by ≤141 SNPs. The two C. tropicalis WGS clusters also clustered based on FTIR genotyping, although this method did not separate the isolates into five groups. None of the 24 isolates were resistant to common antifungals. CONCLUSIONS WGS SNP analysis indicated nosocomial transmission of two lineages within the same hospital, highlighting the need for enforced infection prevention measures and routine genotyping on this common yeast in clinical settings. While both STR and FTIR genotyping also clustered these lineages, WGS SNP analysis is required to determine whether isolates were transmitted clonally.
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Affiliation(s)
- B Spruijtenburg
- Department of Medical Microbiology, Radboudumc, Nijmegen, The Netherlands; Radboudumc-Canisius-Wilhelmina Hospital Centre of Expertise for Mycology, Nijmegen, The Netherlands; Department of Medical Microbiology and Immunology, Canisius-Wilhelmina Hospital/Dicoon, Nijmegen, The Netherlands
| | - E De Carolis
- Dipartimento di Scienze di Laboratorio ed Ematologiche, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Roma, Italy.
| | - C Magri
- Dipartimento di Scienze di Laboratorio ed Ematologiche, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Roma, Italy
| | - J F Meis
- Department of Medical Microbiology, Radboudumc, Nijmegen, The Netherlands; Radboudumc-Canisius-Wilhelmina Hospital Centre of Expertise for Mycology, Nijmegen, The Netherlands; Institute of Translational Research, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases and Excellence Centre for Medical Mycology, University of Cologne, Cologne, Germany
| | - M Sanguinetti
- Dipartimento di Scienze di Laboratorio ed Ematologiche, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Roma, Italy
| | - T de Groot
- Radboudumc-Canisius-Wilhelmina Hospital Centre of Expertise for Mycology, Nijmegen, The Netherlands; Department of Medical Microbiology and Immunology, Canisius-Wilhelmina Hospital/Dicoon, Nijmegen, The Netherlands
| | - E F J Meijer
- Department of Medical Microbiology, Radboudumc, Nijmegen, The Netherlands; Radboudumc-Canisius-Wilhelmina Hospital Centre of Expertise for Mycology, Nijmegen, The Netherlands; Department of Medical Microbiology and Immunology, Canisius-Wilhelmina Hospital/Dicoon, Nijmegen, The Netherlands.
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Afifah EN, Sari IA, Susilo AW, Malik A, Fukusaki E, Putri SP. Characterization of fine-flavor cocoa in parent-hybrid combinations using metabolomics approach. Food Chem X 2024; 24:101832. [PMID: 39386152 PMCID: PMC11462170 DOI: 10.1016/j.fochx.2024.101832] [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: 06/25/2024] [Revised: 08/22/2024] [Accepted: 09/09/2024] [Indexed: 10/12/2024] Open
Abstract
Fine-flavored cocoa is generally characterized by fresh bean color and sensory characteristics. However, these methods cannot be applied to progenies/hybrids because their colors may vary depending on their parents. Additionally, sensory evaluation lacks universal quality standards, necessitating robust complementary characterization methods. This study aimed to characterize the fine-flavor cacao in parent-hybrid combinations using widely targeted Gas Chromatography-Mass Spectrometry (GC-MS) and bean phenotype analysis. Fine-flavored cacao exhibits white-bean characteristics and a lighter color than forastero. Conversely, the hybrids displayed varying percentages of fresh bean color. Caffeine and organic acids (malic acid, fumaric acid, citric acid, lactic acid, and tartaric acid) were found to correspond to the characteristics of fine-flavored cacao. Each parent-hybrid combination demonstrated distinct flavor characteristics, with the ICCRI03-hybrid emerging as a promising clone, exhibiting flavor characteristics similar to those of its female parent (fine-flavor cacao). This information on flavor characteristics will be beneficial for further fine-flavored cacao selection.
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Affiliation(s)
- Enik Nurlaili Afifah
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Department of Agronomy, Faculty of Agriculture, Universitas Gadjah Mada, Jl. Flora, Bulaksumur, Sleman district, Daerah Istimewa Yogyakarta 55281, Indonesia
| | - Indah Anita Sari
- Indonesian Coffee and Cocoa Research Institute, Jl. PB. Sudirman 90, Jember, Jawa Timur 68118, Indonesia
| | - Agung Wahyu Susilo
- Indonesian Coffee and Cocoa Research Institute, Jl. PB. Sudirman 90, Jember, Jawa Timur 68118, Indonesia
| | - Abdul Malik
- Indonesian Coffee and Cocoa Research Institute, Jl. PB. Sudirman 90, Jember, Jawa Timur 68118, Indonesia
| | - Eiichiro Fukusaki
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Industrial Biotechnology Initiative Division, Institute for Open and Transdisciplinary Research Initiatives, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Osaka University Shimadzu Omics Innovation Research Laboratories, International Center for Biotechnology, Osaka University, 2-1, Yamadaoka, Suita, Osaka, Japan
| | - Sastia Prama Putri
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Industrial Biotechnology Initiative Division, Institute for Open and Transdisciplinary Research Initiatives, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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Gabaldón T. Threats from the Candida parapsilosis complex: the surge of multidrug resistance and a hotbed for new emerging pathogens. Microbiol Mol Biol Rev 2024; 88:e0002923. [PMID: 39508581 DOI: 10.1128/mmbr.00029-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2024] Open
Abstract
SUMMARYCandida parapsilosis is a common agent of candidiasis that has gained increased attention in recent years, culminating with its recent consideration as a high-priority fungal pathogen by the World Health Organization. Reasons for this classification are the recent surge in incidence and the alarmingly growing rates of drug and multidrug resistance. In addition, several closely related species such as Candida metapsilosis and Candida orthopsilosis may represent recently emerged opportunistic pathogens originated from environmental niches through interspecies hybridization. Here, I review recent research focused on the potential origin and spread of drug resistance and of emerging species in this complex. I will also discuss open questions regarding the possible implications of human activities in these two epidemiological phenomena.
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Affiliation(s)
- Toni Gabaldón
- Barcelona Supercomputing Center (BSC-CNS). Plaça Eusebi Güell, Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, Barcelona, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
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7
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Spruijtenburg B, Meis JF, Verweij PE, de Groot T, Meijer EFJ. Short Tandem Repeat Genotyping of Medically Important Fungi: A Comprehensive Review of a Powerful Tool with Extensive Future Potential. Mycopathologia 2024; 189:72. [PMID: 39096450 PMCID: PMC11297828 DOI: 10.1007/s11046-024-00877-8] [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: 04/26/2024] [Accepted: 07/11/2024] [Indexed: 08/05/2024]
Abstract
Fungal infections pose an increasing threat to public health. New pathogens and changing epidemiology are a pronounced risk for nosocomial outbreaks. To investigate clonal transmission between patients and trace the source, genotyping is required. In the last decades, various typing assays have been developed and applied to different medically important fungal species. While these different typing methods will be briefly discussed, this review will focus on the development and application of short tandem repeat (STR) genotyping. This method relies on the amplification and comparison of highly variable STR markers between isolates. For most common fungal pathogens, STR schemes were developed and compared to other methods, like multilocus sequence typing (MLST), amplified fragment length polymorphism (AFLP) and whole genome sequencing (WGS) single nucleotide polymorphism (SNP) analysis. The pros and cons of STR typing as compared to the other methods are discussed, as well as the requirements for the development of a solid STR typing assay. The resolution of STR typing, in general, is higher than MLST and AFLP, with WGS SNP analysis being the gold standard when it comes to resolution. Although most modern laboratories are capable to perform STR typing, little progress has been made to standardize typing schemes. Allelic ladders, as developed for Aspergillus fumigatus, facilitate the comparison of STR results between laboratories and develop global typing databases. Overall, STR genotyping is an extremely powerful tool, often complimentary to whole genome sequencing. Crucial details for STR assay development, its applications and merit are discussed in this review.
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Affiliation(s)
- Bram Spruijtenburg
- Radboudumc-CWZ Center of Expertise for Mycology, Nijmegen, The Netherlands
- Canisius-Wilhelmina Hospital (CWZ)/Dicoon, Nijmegen, The Netherlands
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jacques F Meis
- Radboudumc-CWZ Center of Expertise for Mycology, Nijmegen, The Netherlands
- Cologne Excellence Cluster On Cellular Stress Responses in Aging-Associated Diseases (CECAD) and Excellence Center for Medical Mycology, Institute of Translational Research, University of Cologne, Cologne, Germany
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Paul E Verweij
- Radboudumc-CWZ Center of Expertise for Mycology, Nijmegen, The Netherlands
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Theun de Groot
- Radboudumc-CWZ Center of Expertise for Mycology, Nijmegen, The Netherlands
- Canisius-Wilhelmina Hospital (CWZ)/Dicoon, Nijmegen, The Netherlands
| | - Eelco F J Meijer
- Radboudumc-CWZ Center of Expertise for Mycology, Nijmegen, The Netherlands.
- Canisius-Wilhelmina Hospital (CWZ)/Dicoon, Nijmegen, The Netherlands.
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands.
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Del Olmo V, Gabaldón T. Hybrids unleashed: exploring the emergence and genomic insights of pathogenic yeast hybrids. Curr Opin Microbiol 2024; 80:102491. [PMID: 38833792 PMCID: PMC11358589 DOI: 10.1016/j.mib.2024.102491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 05/04/2024] [Accepted: 05/09/2024] [Indexed: 06/06/2024]
Abstract
Hybridisation is the crossing of two divergent lineages that give rise to offspring carrying an admixture of both parental genomes. Genome sequencing has revealed that this process is common in the Saccharomycotina, where a growing number of hybrid strains or species, including many pathogenic ones, have been recently described. Hybrids can display unique traits that may drive adaptation to new niches, and some pathogenic hybrids have been shown to have higher prevalence over their parents in human and environmental niches, suggesting a higher fitness and potential to colonise humans. Here, we discuss how hybridisation and its genomic and phenotypic outcomes can shape the evolution of fungal species and may play a role in the emergence of new pathogens.
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Affiliation(s)
- Valentina Del Olmo
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034 Barcelona, Spain; Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Toni Gabaldón
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034 Barcelona, Spain; Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain; ICREA, Pg. Lluis Companys 23, Barcelona 08010, Spain; Centro de Investigación Biomédica En Red de Enfermedades Infecciosas, Barcelona, Spain.
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9
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Ksiezopolska E, Schikora-Tamarit MÀ, Carlos Nunez-Rodriguez J, Gabaldón T. Long-term stability of acquired drug resistance and resistance associated mutations in the fungal pathogen Nakaseomyces glabratus ( Candida glabrata). Front Cell Infect Microbiol 2024; 14:1416509. [PMID: 39077431 PMCID: PMC11284152 DOI: 10.3389/fcimb.2024.1416509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 06/25/2024] [Indexed: 07/31/2024] Open
Abstract
The limited number of available antifungal drugs and the increasing number of fungal isolates that show drug or multidrug resistance pose a serious medical threat. Several yeast pathogens, such as Nakaseomyces glabratus (Candida glabrata), show a remarkable ability to develop drug resistance during treatment through the acquisition of genetic mutations. However, how stable this resistance and the underlying mutations are in non-selective conditions remains poorly characterized. The stability of acquired drug resistance has fundamental implications for our understanding of the appearance and spread of drug-resistant outbreaks and for defining efficient strategies to combat them. Here, we used an in vitro evolution approach to assess the stability under optimal growth conditions of resistance phenotypes and resistance-associated mutations that were previously acquired under exposure to antifungals. Our results reveal a remarkable stability of the resistant phenotype and the underlying mutations in a significant number of evolved populations, which conserved their phenotype for at least two months in the absence of drug-selective pressure. We observed a higher stability of anidulafungin resistance over fluconazole resistance, and of resistance-conferring point mutations as compared with aneuploidies. In addition, we detected accumulation of novel mutations in previously altered resistance-associated genes in non-selective conditions, which suggest a possible compensatory role. We conclude that acquired resistance, particularly to anidulafungin, is a long-lasting phenotype, which has important implications for the persistence and propagation of drug-resistant clinical outbreaks.
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Affiliation(s)
- Ewa Ksiezopolska
- Department of Life Sciences, Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Department of Mechanisms of Disease, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Miquel Àngel Schikora-Tamarit
- Department of Life Sciences, Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Department of Mechanisms of Disease, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Juan Carlos Nunez-Rodriguez
- Department of Life Sciences, Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Department of Mechanisms of Disease, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Toni Gabaldón
- Department of Life Sciences, Barcelona Supercomputing Centre (BSC-CNS), Barcelona, Spain
- Department of Mechanisms of Disease, 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
- Department of CIBERinfect, Centro Investigación Biomédica En Red de Enfermedades Infecciosas, Barcelona, Spain
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10
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Bergin S, Doorley LA, Rybak JM, Wolfe KH, Butler G, Cuomo CA, Rogers PD. Analysis of clinical Candida parapsilosis isolates reveals copy number variation in key fluconazole resistance genes. Antimicrob Agents Chemother 2024; 68:e0161923. [PMID: 38712935 PMCID: PMC11620501 DOI: 10.1128/aac.01619-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 04/08/2024] [Indexed: 05/08/2024] Open
Abstract
We used whole-genome sequencing to analyze a collection of 35 fluconazole-resistant and 7 susceptible Candida parapsilosis isolates together with coverage analysis and GWAS techniques to identify new mechanisms of fluconazole resistance. Phylogenetic analysis shows that although the collection is diverse, two persistent clinical lineages were identified. We identified copy number variation (CNV) of two genes, ERG11 and CDR1B, in resistant isolates. Two strains have a CNV at the ERG11 locus; the entire ORF is amplified in one, and only the promoter region is amplified in the other. We show that the annotated telomeric gene CDR1B is actually an artifactual in silico fusion of two highly similar neighboring CDR genes due to an assembly error in the C. parapsilosis CDC317 reference genome. We report highly variable copy numbers of the CDR1B region across the collection. Several strains have increased the expansion of the two genes into a tandem array of new chimeric genes. Other strains have experienced a deletion between the two genes creating a single gene with a reciprocal chimerism. We find translocations, duplications, and gene conversion across the CDR gene family in the C. parapsilosis species complex, showing that it is a highly dynamic family.
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Affiliation(s)
- Sean Bergin
- School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Belfield, Dublin, Ireland
| | - Laura A. Doorley
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Jeffrey M. Rybak
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Kenneth H. Wolfe
- School of Medicine, Conway Institute, University College Dublin, Belfield, Dublin, Ireland
| | - Geraldine Butler
- School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Belfield, Dublin, Ireland
| | - Christina A. Cuomo
- Infectious Disease and Microbiome Program, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Molecular Microbiology and Immunology Department, Brown University, Providence, Rhode Island, USA
| | - P. David Rogers
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
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Ahaik I, Nunez-Rodríguez JC, Abrini J, Bouhdid S, Gabaldón T. Assessing Diagnosis of Candida Infections: A Study on Species Prevalence and Antifungal Resistance in Northern Morocco. J Fungi (Basel) 2024; 10:373. [PMID: 38921360 PMCID: PMC11204772 DOI: 10.3390/jof10060373] [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: 04/19/2024] [Revised: 05/13/2024] [Accepted: 05/19/2024] [Indexed: 06/27/2024] Open
Abstract
The incidence of Candida infections has increased in the last decade, posing a serious threat to public health. Appropriately facing this challenge requires precise epidemiological data on species and antimicrobial resistance incidence, but many countries lack appropriate surveillance programs. This study aims to bridge this gap for Morocco by identifying and phenotyping a year-long collection of clinical isolates (n = 93) from four clinics in Tetouan. We compared the current standard in species identification with molecular methods and assessed susceptibility to fluconazole and anidulafungin. Our results identified limitations in currently used diagnostics approaches, and revealed that C. albicans ranks as the most prevalent species with 60 strains (64.52%), followed by C. glabrata with 14 (15.05%), C. parapsilosis with 6 (6.45%), and C. tropicalis with 4 (4.30%). In addition, we report the first identification of C. metapsilosis in Morocco. Susceptibility results for fluconazole revealed that some isolates were approaching MICs resistance breakpoints in C. albicans (2), and C. glabrata (1). Our study also identified anidulafungin resistant strains in C. albicans (1), C. tropicalis (1), and C. krusei (2), rendering the two strains from the latter species multidrug-resistant due to their innate resistance to fluconazole. These results raise concerns about species identification and antifungal resistance in Morocco and highlight the urgent need for more accurate methods and preventive strategies to combat fungal infections in the country.
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Affiliation(s)
- Islam Ahaik
- Laboratoire de Chimie et Microbiologie Appliquées et Biotechnologies, Faculté des Sciences, Université Abdelmalek Essaâdi, Tétouan 93000, Morocco; (I.A.); (S.B.)
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
| | - Juan Carlos Nunez-Rodríguez
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
- Barcelona Supercomputing Centre (BSC-CNS), Plaça Eusebi Güell, 1-3, 08034 Barcelona, Spain
| | - Jamal Abrini
- Laboratoire de Chimie et Microbiologie Appliquées et Biotechnologies, Faculté des Sciences, Université Abdelmalek Essaâdi, Tétouan 93000, Morocco; (I.A.); (S.B.)
| | - Samira Bouhdid
- Laboratoire de Chimie et Microbiologie Appliquées et Biotechnologies, Faculté des Sciences, Université Abdelmalek Essaâdi, Tétouan 93000, Morocco; (I.A.); (S.B.)
| | - Toni Gabaldón
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain
- Barcelona Supercomputing Centre (BSC-CNS), Plaça Eusebi Güell, 1-3, 08034 Barcelona, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, 28029 Madrid, Spain
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Bergin S, Doorley LA, Rybak JM, Wolfe KH, Butler G, Cuomo CA, Rogers PD. Analysis of clinical Candida parapsilosis isolates reveals copy number variation in key fluconazole resistance genes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.13.571446. [PMID: 38168157 PMCID: PMC10760152 DOI: 10.1101/2023.12.13.571446] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
We used whole-genome sequencing to analyse a collection of 35 fluconazole resistant and 7 susceptible Candida parapsilosis isolates together with coverage analysis and GWAS techniques to identify new mechanisms of fluconazole resistance. Phylogenetic analysis shows that although the collection is diverse, two probable outbreak groups were identified. We identified copy number variation of two genes, ERG11 and CDR1B, in resistant isolates. Two strains have a CNV at the ERG11 locus; the entire ORF is amplified in one, and only the promoter region is amplified in the other. We show the annotated telomeric gene CDR1B is actually an artefactual in silico fusion of two highly similar neighbouring CDR genes due to an assembly error in the C. parapsilosis CDC317 reference genome. We report highly variable copy numbers of the CDR1B region across the collection. Several strains have increased expansion of the two genes into a tandem array of new chimeric genes. Other strains have experienced a deletion between the two genes creating a single gene with a reciprocal chimerism. We find translocations, duplications, and gene conversion across the CDR gene family in the C. parapsilosis species complex, showing that it is a highly dynamic family.
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Affiliation(s)
- Sean Bergin
- School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Belfield, Dublin, Ireland
| | - Laura A Doorley
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeffrey M Rybak
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kenneth H Wolfe
- School of Medicine, Conway Institute, University College Dublin, Belfield, Dublin, Ireland
| | - Geraldine Butler
- School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Belfield, Dublin, Ireland
| | - Christina A Cuomo
- Infectious Disease and Microbiome Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Molecular Microbiology and Immunology Department, Brown University, Providence, RI, USA
| | - P David Rogers
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
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13
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Del Olmo V, Mixão V, Fotedar R, Saus E, Al Malki A, Księżopolska E, Nunez-Rodriguez JC, Boekhout T, Gabaldón T. Origin of fungal hybrids with pathogenic potential from warm seawater environments. Nat Commun 2023; 14:6919. [PMID: 37903766 PMCID: PMC10616089 DOI: 10.1038/s41467-023-42679-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 10/17/2023] [Indexed: 11/01/2023] Open
Abstract
Hybridisation is a common event in yeasts often leading to genomic variability and adaptation. The yeast Candida orthopsilosis is a human-associated opportunistic pathogen belonging to the Candida parapsilosis species complex. Most C. orthopsilosis clinical isolates are hybrids resulting from at least four independent crosses between two parental lineages, of which only one has been identified. The rare presence or total absence of parentals amongst clinical isolates is hypothesised to be a consequence of a reduced pathogenicity with respect to their hybrids. Here, we sequence and analyse the genomes of environmental C. orthopsilosis strains isolated from warm marine ecosystems. We find that a majority of environmental isolates are hybrids, phylogenetically closely related to hybrid clinical isolates. Furthermore, we identify the missing parental lineage, thus providing a more complete overview of the genomic evolution of this species. Additionally, we discover phenotypic differences between the two parental lineages, as well as between parents and hybrids, under conditions relevant for pathogenesis. Our results suggest a marine origin of C. orthopsilosis hybrids, with intrinsic pathogenic potential, and pave the way to identify pre-existing environmental adaptations that rendered hybrids more prone than parental lineages to colonise and infect the mammalian host.
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Affiliation(s)
- Valentina Del Olmo
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034, Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Verónica Mixão
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034, Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Bioinformatics Unit, Infectious Diseases Department, National Institute of Health Dr. Ricardo Jorge, Av. Padre Cruz, 1649-016, Lisbon, Portugal
| | - Rashmi Fotedar
- Department of Genetic Engineering, Biotechnology Centre, Ministry of Municipality and Environment, P.O Box 20022, Doha, Qatar
| | - Ester Saus
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034, Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Amina Al Malki
- Department of Genetic Engineering, Biotechnology Centre, Ministry of Municipality and Environment, P.O Box 20022, Doha, Qatar
| | - Ewa Księżopolska
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034, Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Juan Carlos Nunez-Rodriguez
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034, Barcelona, Spain
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Teun Boekhout
- College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Toni Gabaldón
- Life Sciences Department. Barcelona Supercomputing Center (BSC), Jordi Girona, 29, 08034, Barcelona, Spain.
- Mechanisms of Disease Program, Institute for Research in Biomedicine (IRB), The Barcelona Institute of Science and Technology, Barcelona, Spain.
- ICREA, Pg. Lluis Companys 23, Barcelona, 08010, Spain.
- , Centro de Investigación Biomédica En Red de Enfermedades Infecciosas, Barcelona, Spain.
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