1
|
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.
Collapse
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.
| |
Collapse
|
2
|
Sedik S, Egger M, Hoenigl M. Climate Change and Medical Mycology. Infect Dis Clin North Am 2025; 39:1-22. [PMID: 39701899 DOI: 10.1016/j.idc.2024.11.002] [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: 12/21/2024]
Abstract
This review explores how climate change influences fungal disease dynamics, focusing on emergence of new fungal pathogens, increased antifungal resistance, expanding geographic ranges of fungal pathogens, and heightened host susceptibility. Rising temperatures and altered precipitation patterns enhance fungal growth and resistance mechanisms, complicating treatment efforts. Climate-driven geographic shifts are expanding the range of diseases like Valley fever, histoplasmosis, and blastomycosis. Additionally, natural disasters exacerbated by climate change increase exposure to fungal pathogens through environmental disruptions and trauma. Many of those impacts affect primarily those already disadvantaged by social determinants of health putting them at increased risk for fungal diseases.
Collapse
Affiliation(s)
- Sarah Sedik
- Division of Infectious Diseases, Department of Internal Medicine, Medical University of Graz, ECMM Excellence Center, Auenbruggerplatz 15, Graz 8036, Austria; Translational Mycology, Medical University of Graz, Graz, Austria. https://twitter.com/SarahSedik
| | - Matthias Egger
- Division of Infectious Diseases, Department of Internal Medicine, Medical University of Graz, ECMM Excellence Center, Auenbruggerplatz 15, Graz 8036, Austria; Translational Mycology, Medical University of Graz, Graz, Austria; BioTechMed-Graz, Graz, Austria. https://twitter.com/MatthiasEgger11
| | - Martin Hoenigl
- Division of Infectious Diseases, Department of Internal Medicine, Medical University of Graz, ECMM Excellence Center, Auenbruggerplatz 15, Graz 8036, Austria; Translational Mycology, Medical University of Graz, Graz, Austria; BioTechMed-Graz, Graz, Austria.
| |
Collapse
|
3
|
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.
Collapse
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.
| |
Collapse
|
4
|
Ma L, Weissenbacher-Lang C, Latinne A, Babb-Biernacki S, Blasi B, Cissé OH, Kovacs JA. Evolving spectrum of Pneumocystis host specificity, genetic diversity, and evolution. FEMS Microbiol Rev 2025; 49:fuaf006. [PMID: 39971735 PMCID: PMC11916894 DOI: 10.1093/femsre/fuaf006] [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: 09/25/2024] [Revised: 02/15/2025] [Accepted: 02/18/2025] [Indexed: 02/21/2025] Open
Abstract
Following over a century's worth of research, our understanding of Pneumocystis has significantly expanded in various facets, spanning from its fundamental biology to its impacts on animal and human health. Its significance in public health has been underscored by its inclusion in the 2022 WHO fungal priority pathogens list. We present this review to summarize pivotal advancements in Pneumocystis epidemiology, host specificity, genetic diversity and evolution. Following a concise discussion of Pneumocystis species classification and divergence at the species and strain levels, we devoted the main focus to the following aspects: the epidemiological characteristics of Pneumocystis across nearly 260 mammal species, the increasing recognition of coinfection involving multiple Pneumocystis species in the same host species, the diminishing host specificity of Pneumocystis among closely related host species, and the intriguingly discordant evolution of certain Pneumocystis species with their host species. A comprehensive understanding of host specificity, genetic diversity, and evolution of Pneumocystis can provide important insights into pathogenic mechanisms and transmission modes. This, in turn, holds the potential to facilitate the development of innovative strategies for the prevention and control of Pneumocystis infection.
Collapse
Affiliation(s)
- Liang Ma
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD 20892, United States
| | - Christiane Weissenbacher-Lang
- Department of Biological Sciences and Pathobiology, Institute of Pathology, University of Veterinary Medicine Vienna, Vienna 1210, Austria
| | - Alice Latinne
- Wildlife Conservation Society, Melanesia Program, Suva, Fiji
| | | | - Barbara Blasi
- Department of Biological Sciences and Pathobiology, Institute of Pathology, University of Veterinary Medicine Vienna, Vienna 1210, Austria
| | - Ousmane H Cissé
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD 20892, United States
| | - Joseph A Kovacs
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD 20892, United States
| |
Collapse
|
5
|
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.
Collapse
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
| |
Collapse
|
6
|
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.
Collapse
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
| |
Collapse
|
7
|
Visinoni F, Royle W, Scholey R, Hu Y, Timouma S, Zeef L, Louis EJ, Delneri D. Impact of inter-species hybridisation on antifungal drug response in the Saccharomyces genus. BMC Genomics 2024; 25:1165. [PMID: 39623390 PMCID: PMC11610120 DOI: 10.1186/s12864-024-11009-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 11/07/2024] [Indexed: 12/06/2024] Open
Abstract
BACKGROUND Antifungal drug resistance presents one of the major concerns for global public health, and hybridization allows the development of high fitness organisms that can better survive in restrictive conditions or in presence of antifungal agents. Hence, understanding how allelic variation can influence antifungal susceptibility in hybrid organisms is important for the development of targeted treatments. Here, we exploited recent advances in multigenerational breeding of hemiascomycete hybrids to study the impact of hybridisation on antifungal resistance and identify quantitative trait loci responsible for the phenotype. RESULTS The offspring of Saccharomyces cerevisiae x S. kudriavzevii hybrids were screened in the presence of six antifungal drugs and revealed a broad phenotypic diversity across the progeny. QTL analysis was carried out comparing alleles between pools of high and low fitness offspring, identifying hybrid-specific genetic regions involved in resistance to fluconazole, micafungin and flucytosine. We found both drug specific and pleiotropic regions, including 41 blocks containing genes not previously associated with resistance phenotypes. We identified linked genes that influence the same trait, namely a hybrid specific 'super' QTL, and validated, via reciprocal hemizygosity analysis, two causal genes, BCK2 and DNF1. The co-location of genes with similar phenotypic impact supports the notion of an adaption process that limits the segregation of advantageous alleles via recombination. CONCLUSIONS This study demonstrates the value of QTL studies to elucidate the hybrid-specific mechanisms of antifungal susceptibility. We also show that an inter-species hybrid model system in the Saccharomyces background, can help to decipher the trajectory of antifungal drug resistance in pathogenic hybrid lineages.
Collapse
Affiliation(s)
- Federico Visinoni
- Manchester Institute of Biotechnology, University of Manchester, Manchester, M1 7DN, UK
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester, M13 9PT, UK
| | - William Royle
- Manchester Institute of Biotechnology, University of Manchester, Manchester, M1 7DN, UK
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester, M13 9PT, UK
| | - Rachel Scholey
- Bioinformatics Core Facility, University of Manchester, Manchester, M13 9PT, UK
| | - Yue Hu
- Phenotypeca Limited, BioCity Nottingham, Nottingham, NG1 1GF, UK
| | - Soukaina Timouma
- Manchester Institute of Biotechnology, University of Manchester, Manchester, M1 7DN, UK
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester, M13 9PT, UK
| | - Leo Zeef
- Bioinformatics Core Facility, University of Manchester, Manchester, M13 9PT, UK
| | - Edward J Louis
- Phenotypeca Limited, BioCity Nottingham, Nottingham, NG1 1GF, UK
| | - Daniela Delneri
- Manchester Institute of Biotechnology, University of Manchester, Manchester, M1 7DN, UK.
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester, M13 9PT, UK.
| |
Collapse
|
8
|
Bautista C, Gagnon-Arsenault I, Utrobina M, Fijarczyk A, Bendixsen DP, Stelkens R, Landry CR. Hybrid adaptation is hampered by Haldane's sieve. Nat Commun 2024; 15:10319. [PMID: 39609385 PMCID: PMC11604976 DOI: 10.1038/s41467-024-54105-4] [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] [Received: 12/20/2023] [Accepted: 11/01/2024] [Indexed: 11/30/2024] Open
Abstract
Hybrids between species exhibit plastic genomic architectures that could foster or slow down their adaptation. When challenged to evolve in an environment containing a UV mimetic drug, yeast hybrids have reduced adaptation rates compared to parents. We find that hybrids and their parents converge onto similar molecular mechanisms of adaptation by mutations in pleiotropic transcription factors, but at a different pace. After 100 generations, mutations in these genes tend to be homozygous in the parents but heterozygous in the hybrids. We hypothesize that a lower rate of loss of heterozygosity (LOH) in hybrids could limit fitness gain. Using genome editing, we first demonstrate that mutations display incomplete dominance, requiring homozygosity to show full impact and to entirely circumvent Haldane's sieve, which favors the fixation of dominant mutations. Second, tracking mutations in earlier generations confirmed a different rate of LOH in hybrids. Together, these findings show that Haldane's sieve slows down adaptation in hybrids, revealing an intrinsic constraint of hybrid genomic architecture that can limit the role of hybridization in adaptive evolution.
Collapse
Affiliation(s)
- Carla Bautista
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, Canada.
- Département de Biologie, Faculté des Sciences et de Génie, Université Laval, Québec, Canada.
- Regroupement québécois de recherche sur la fonction, la structure et l'ingénierie des protéines (PROTEO), Université Laval, Québec, Canada.
- Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.
| | - Isabelle Gagnon-Arsenault
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, Canada
- Département de Biologie, Faculté des Sciences et de Génie, Université Laval, Québec, Canada
- Regroupement québécois de recherche sur la fonction, la structure et l'ingénierie des protéines (PROTEO), Université Laval, Québec, Canada
- Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie, Université Laval, Québec, Canada
| | - Mariia Utrobina
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, Canada
- Département de Biologie, Faculté des Sciences et de Génie, Université Laval, Québec, Canada
- National University of Kyiv-Mohyla Academy, Kyiv, Ukraine
| | - Anna Fijarczyk
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, Canada
- Département de Biologie, Faculté des Sciences et de Génie, Université Laval, Québec, Canada
- Regroupement québécois de recherche sur la fonction, la structure et l'ingénierie des protéines (PROTEO), Université Laval, Québec, Canada
- Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada
| | | | - Rike Stelkens
- Department of Zoology, Stockholm University, Stockholm, Sweden
| | - Christian R Landry
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, Canada.
- Département de Biologie, Faculté des Sciences et de Génie, Université Laval, Québec, Canada.
- Regroupement québécois de recherche sur la fonction, la structure et l'ingénierie des protéines (PROTEO), Université Laval, Québec, Canada.
- Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie, Université Laval, Québec, Canada.
| |
Collapse
|
9
|
Huson DH, Bryant D. The SplitsTree App: interactive analysis and visualization using phylogenetic trees and networks. Nat Methods 2024; 21:1773-1774. [PMID: 39223398 DOI: 10.1038/s41592-024-02406-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Affiliation(s)
- Daniel H Huson
- Institute for Bioinformatics and Medical Informatics, University of Tübingen, Tübingen, Germany.
- Excellence Cluster "Controlling Microbes to Fight Infection", University of Tübingen, Tübingen, Germany.
| | - David Bryant
- David Bryant, Department of Mathematics and Statistics, University of Otago, Dunedin, New Zealand
| |
Collapse
|
10
|
Valentini B, Penna M, Viazzo M, Caprio E, Casacci LP, Barbero F, Stefanini I. Yeasts, arthropods, and environmental matrix: a triad to disentangle the multi-level definition of biodiversity. Sci Rep 2024; 14:20144. [PMID: 39209939 PMCID: PMC11362455 DOI: 10.1038/s41598-024-70327-4] [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] [Received: 06/25/2024] [Accepted: 08/14/2024] [Indexed: 09/04/2024] Open
Abstract
Our understanding of the spread of yeasts in natural ecosystems remains somewhat limited. The recent momentum of yeast ecology research has unveiled novel habitats and vectors that, alongside human activities, impact yeast communities in their natural environments. Yeasts, as non-airborne microorganisms, rely on animal vectors, predominantly insects. However, the overlooked actor in this interplay is the environmental matrix, a player potentially influencing yeast populations and their vectors. This study aims to delve deeper into the intricate, multi-layered connections between yeast populations and ecosystems, focusing on the interactions between the attributes of the environmental matrix, arthropod diversity, and the mycobiota within a renowned yeast-inhabited framework: the vineyard. To investigate these relationships, we sampled both invertebrate and yeast diversity in six organic and conventional vineyards described in terms of management and landscape composition. We identified 80 different invertebrate taxa and isolated 170 yeast strains belonging to 18 species. Notably, new species-specific yeast-insect associations were observed, including the exclusive association between Candida orthopsilosis and Hymenoptera and between Metschnikowia pulcherrima and Coleoptera. These newly identified potential associations provide valuable insights into insect and yeast physiology, hence holding the promise of enhancing our understanding of yeast and arthropod ecology and their collective impact on overall ecosystem health.
Collapse
Affiliation(s)
- Beatrice Valentini
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy
| | - Margherita Penna
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy
| | - Massimiliano Viazzo
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy
| | - Enrico Caprio
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy
| | - Luca Pietro Casacci
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy
| | - Francesca Barbero
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy
| | - Irene Stefanini
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy.
| |
Collapse
|
11
|
Abbà S, Valentini B, Stefanini I. Fungal Identifier (FId): An Updated Polymerase Chain Reaction-Restriction Fragment Length Polymorphism Approach to Ease Ascomycetous Yeast Isolates' Identification in Ecological Studies. J Fungi (Basel) 2024; 10:595. [PMID: 39330355 PMCID: PMC11433625 DOI: 10.3390/jof10090595] [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: 07/06/2024] [Revised: 08/13/2024] [Accepted: 08/21/2024] [Indexed: 09/28/2024] Open
Abstract
Culturomics has been temporarily exceeded by the advent of omics approaches such as metabarcoding and metagenomics. However, despite improving our knowledge of microbial population composition, both metabarcoding and metagenomics are not suitable for investigating and experimental testing inferences about microbial ecological roles and evolution. This leads to a recent revival of culturomics approaches, which should be supported by improvements in the available tools for high-throughput microbial identification. This study aimed to update the classical PCR-RFLP approach in light of the currently available knowledge on yeast genomics. We generated and analyzed a database including more than 1400 ascomycetous yeast species, each characterized by PCR-RFLP profiles obtained with 143 different endonucleases. The results allowed for the in silico evaluation of the performance of the tested endonucleases in the yeast species' identification and the generation of FId (Fungal Identifier), an online freely accessible tool for the identification of yeast species according to experimentally obtained PCR-RFLP profiles.
Collapse
Affiliation(s)
- Silvia Abbà
- Department of Life Sciences and Systems Biology, University of Turin, 10123 Turin, Italy
| | - Beatrice Valentini
- Department of Life Sciences and Systems Biology, University of Turin, 10123 Turin, Italy
| | - Irene Stefanini
- Department of Life Sciences and Systems Biology, University of Turin, 10123 Turin, Italy
| |
Collapse
|
12
|
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.
Collapse
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.
| |
Collapse
|
13
|
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.
Collapse
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
| |
Collapse
|
14
|
Li Z, Zhu Z, Qian K, Tang B, Han B, Zhong Z, Fu T, Zhou P, Stukenbrock EH, Martin FM, Yuan Z. Intraspecific diploidization of a halophyte root fungus drives heterosis. Nat Commun 2024; 15:5872. [PMID: 38997287 PMCID: PMC11245560 DOI: 10.1038/s41467-024-49468-7] [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: 12/21/2023] [Accepted: 06/03/2024] [Indexed: 07/14/2024] Open
Abstract
How organisms respond to environmental stress is a key topic in evolutionary biology. This study focused on the genomic evolution of Laburnicola rhizohalophila, a dark-septate endophytic fungus from roots of a halophyte. Chromosome-level assemblies were generated from five representative isolates from structured subpopulations. The data revealed significant genomic plasticity resulting from chromosomal polymorphisms created by fusion and fission events, known as dysploidy. Analyses of genomic features, phylogenomics, and macrosynteny have provided clear evidence for the origin of intraspecific diploid-like hybrids. Notably, one diploid phenotype stood out as an outlier and exhibited a conditional fitness advantage when exposed to a range of abiotic stresses compared with its parents. By comparing the gene expression patterns in each hybrid parent triad under the four growth conditions, the mechanisms underlying growth vigor were corroborated through an analysis of transgressively upregulated genes enriched in membrane glycerolipid biosynthesis and transmembrane transporter activity. In vitro assays suggested increased membrane integrity and lipid accumulation, as well as decreased malondialdehyde production under optimal salt conditions (0.3 M NaCl) in the hybrid. These attributes have been implicated in salinity tolerance. This study supports the notion that hybridization-induced genome doubling leads to the emergence of phenotypic innovations in an extremophilic endophyte.
Collapse
Affiliation(s)
- Zhongfeng Li
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, 100091, Beijing, China
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, 311400, China
| | - Zhiyong Zhu
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, 100091, Beijing, China
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, 311400, China
- Nanjing Forestry University, Nanjing, 100071, China
| | - Kun Qian
- College of Life Science, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Department of Animal, Plant and Soil Science, School of Agriculture, Biomedical and Environmental Sciences, La Trobe University, Bundoora, VIC, 3086, Australia
| | - Boping Tang
- Jiangsu Key Laboratory for Bioresources of Saline Soils, School of Wetlands, Yancheng Teachers University, Yancheng, 224002, China
| | - Baocai Han
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, 100093, Beijing, China
| | - Zhenhui Zhong
- Ministry of Education Key Laboratory for Bio-Resource and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, 610065, China
| | - Tao Fu
- Shenzhen Zhuoyun Haizhi Medical Research Center Co., Ltd, Shenzhen, 518063, China
| | - Peng Zhou
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China.
| | - Eva H Stukenbrock
- Environmental Genomics, Christian-Albrechts University, 24118, Kiel, Germany
- Max Planck Fellow Group Environmental Genomics, Max Planck Institute for Evolutionary Biology, 24306, Plön, Germany
| | - Francis M Martin
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, 311400, China.
- Université de Lorraine, INRAE, UMR Interactions Arbres/Microorganisms, Centre INRAE Grand Est-Nancy, 54280, Champenoux, France.
| | - Zhilin Yuan
- State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, 100091, Beijing, China.
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, 311400, China.
| |
Collapse
|
15
|
Seidel D, Wurster S, Jenks JD, Sati H, Gangneux JP, Egger M, Alastruey-Izquierdo A, Ford NP, Chowdhary A, Sprute R, Cornely O, Thompson GR, Hoenigl M, Kontoyiannis DP. Impact of climate change and natural disasters on fungal infections. THE LANCET. MICROBE 2024; 5:e594-e605. [PMID: 38518791 DOI: 10.1016/s2666-5247(24)00039-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 01/29/2024] [Accepted: 01/31/2024] [Indexed: 03/24/2024]
Abstract
The effects of climate change and natural disasters on fungal pathogens and the risks for fungal diseases remain incompletely understood. In this literature review, we examined how fungi are adapting to an increase in the Earth's temperature and are becoming more thermotolerant, which is enhancing fungal fitness and virulence. Climate change is creating conditions conducive to the emergence of new fungal pathogens and is priming fungi to adapt to previously inhospitable environments, such as polluted habitats and urban areas, leading to the geographical spread of some fungi to traditionally non-endemic areas. Climate change is also contributing to increases in the frequency and severity of natural disasters, which can trigger outbreaks of fungal diseases and increase the spread of fungal pathogens. The populations mostly affected are the socially vulnerable. More awareness, research, funding, and policies on the part of key stakeholders are needed to mitigate the effects of climate change and disaster-related fungal diseases.
Collapse
Affiliation(s)
- Danila Seidel
- Faculty of Medicine and University Hospital Cologne, University of Cologne, Institute of Translational Research, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Cologne, Germany; Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, University of Cologne, Center of Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD) and Excellence Center of Medical Mycology (ECMM), Cologne, Germany; German Centre of Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, Germany
| | - Sebastian Wurster
- ECMM Excellence Center for Medical Mycology, Division of Internal Medicine, MD Anderson Cancer Center, University of Texas, Houston, TX, USA
| | - Jeffrey D Jenks
- Durham County Department of Public Health, Durham, NC, USA; Division of Infectious Diseases, Department of Medicine, Duke University, Durham, NC, USA
| | - Hatim Sati
- Department of Global Coordination and Partnership on Antimicrobial Resistance, WHO, Geneva, Switzerland
| | - Jean-Pierre Gangneux
- Centre National de Référence des Mycoses et Antifongiques LA-AspC Aspergilloses Chroniques, ECMM Excellence Center for Medical Mycology, Centre Hospitalier Universitaire de Rennes, Rennes, France; University of Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé Environnement Travail) - UMR_S 1085, Rennes, France
| | - Matthias Egger
- Division of Infectious Diseases, ECMM Excellence Center for Medical Mycology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Ana Alastruey-Izquierdo
- Mycology Reference Laboratory, National Centre for Microbiology, Instituto de Salud Carlos III, Madrid, Spain
| | - Nathan P Ford
- Department of HIV/AIDS and Global Hepatitis Programme, WHO, Geneva, Switzerland
| | - Anuradha Chowdhary
- Medical Mycology Unit, Department of Microbiology, Vallabhbhai Patel Chest Institute, University of Delhi, New Delhi, India; National Reference Laboratory for Antimicrobial Resistance in Fungal Pathogens, Vallabhbhai Patel Chest Institute, University of Delhi, New Delhi, India
| | - Rosanne Sprute
- Faculty of Medicine and University Hospital Cologne, University of Cologne, Institute of Translational Research, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Cologne, Germany; Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, University of Cologne, Center of Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD) and Excellence Center of Medical Mycology (ECMM), Cologne, Germany; German Centre of Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, Germany
| | - Oliver Cornely
- Faculty of Medicine and University Hospital Cologne, University of Cologne, Institute of Translational Research, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Cologne, Germany; Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, University of Cologne, Center of Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD) and Excellence Center of Medical Mycology (ECMM), Cologne, Germany; German Centre of Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, Germany; Faculty of Medicine and University Hospital Cologne, Clinical Trials Centre Cologne (ZKS Koln), University of Cologne, Cologne, Germany
| | - George R Thompson
- University of California Davis Center for Valley Fever, University of California Davis, Sacramento, CA, USA; Department of Internal Medicine, Division of Infectious Diseases, University of California Davis Medical Center, Sacramento, CA, USA; Department of Medical Microbiology and Immunology, University of California Davis, Davis, CA, USA
| | - Martin Hoenigl
- Division of Infectious Diseases, ECMM Excellence Center for Medical Mycology, Department of Internal Medicine, Medical University of Graz, Graz, Austria; BioTechMed, Graz, Austria.
| | - Dimitrios P Kontoyiannis
- ECMM Excellence Center for Medical Mycology, Division of Internal Medicine, MD Anderson Cancer Center, University of Texas, Houston, TX, USA
| |
Collapse
|