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1.
Cell ; 160(4): 771-784, 2015 Feb 12.
Article in English | MEDLINE | ID: mdl-25679766

ABSTRACT

Aneuploid genomes, characterized by unbalanced chromosome stoichiometry (karyotype), are associated with cancer malignancy and drug resistance of pathogenic fungi. The phenotypic diversity resulting from karyotypic diversity endows the cell population with superior adaptability. We show here, using a combination of experimental data and a general stochastic model, that the degree of phenotypic variation, thus evolvability, escalates with the degree of overall growth suppression. Such scaling likely explains the challenge of treating aneuploidy diseases with a single stress-inducing agent. Instead, we propose the design of an "evolutionary trap" (ET) targeting both karyotypic diversity and fitness. This strategy entails a selective condition "channeling" a karyotypically divergent population into one with a predominant and predictably drugable karyotypic feature. We provide a proof-of-principle case in budding yeast and demonstrate the potential efficacy of this strategy toward aneuploidy-based azole resistance in Candida albicans. By analyzing existing pharmacogenomics data, we propose the potential design of an ET against glioblastoma.


Subject(s)
Aneuploidy , Candida albicans/drug effects , Candida albicans/genetics , Glioblastoma/drug therapy , Glioblastoma/genetics , Antifungal Agents/pharmacology , Antineoplastic Agents, Phytogenic/pharmacology , Camptothecin/analogs & derivatives , Camptothecin/pharmacology , Cell Line, Tumor , Drug Resistance, Fungal , Drug Resistance, Neoplasm , ErbB Receptors/antagonists & inhibitors , Fluconazole/pharmacology , Humans , Hygromycin B/pharmacology , Irinotecan , Saccharomyces cerevisiae/metabolism
2.
Cell ; 159(5): 1168-1187, 2014 Nov 20.
Article in English | MEDLINE | ID: mdl-25416953

ABSTRACT

The fungal meningitis pathogen Cryptococcus neoformans is a central driver of mortality in HIV/AIDS. We report a genome-scale chemical genetic data map for this pathogen that quantifies the impact of 439 small-molecule challenges on 1,448 gene knockouts. We identified chemical phenotypes for 83% of mutants screened and at least one genetic response for each compound. C. neoformans chemical-genetic responses are largely distinct from orthologous published profiles of Saccharomyces cerevisiae, demonstrating the importance of pathogen-centered studies. We used the chemical-genetic matrix to predict novel pathogenicity genes, infer compound mode of action, and to develop an algorithm, O2M, that predicts antifungal synergies. These predictions were experimentally validated, thereby identifying virulence genes, a molecule that triggers G2/M arrest and inhibits the Cdc25 phosphatase, and many compounds that synergize with the antifungal drug fluconazole. Our work establishes a chemical-genetic foundation for approaching an infection responsible for greater than one-third of AIDS-related deaths.


Subject(s)
Antifungal Agents/pharmacology , Cryptococcus neoformans/drug effects , Cryptococcus neoformans/genetics , AIDS-Related Opportunistic Infections/microbiology , Algorithms , Animals , Cryptococcus neoformans/growth & development , Cryptococcus neoformans/pathogenicity , Drug Discovery , Gene Knockout Techniques , Microbial Sensitivity Tests , Saccharomyces cerevisiae/genetics , Virulence Factors/genetics
3.
Nature ; 616(7955): 190-198, 2023 04.
Article in English | MEDLINE | ID: mdl-36949198

ABSTRACT

The membrane-integrated synthase FKS is involved in the biosynthesis of ß-1,3-glucan, the core component of the fungal cell wall1,2. FKS is the target of widely prescribed antifungal drugs, including echinocandin and ibrexafungerp3,4. Unfortunately, the mechanism of action of FKS remains enigmatic and this has hampered development of more effective medicines targeting the enzyme. Here we present the cryo-electron microscopy structures of Saccharomyces cerevisiae FKS1 and the echinocandin-resistant mutant FKS1(S643P). These structures reveal the active site of the enzyme at the membrane-cytoplasm interface and a glucan translocation path spanning the membrane bilayer. Multiple bound lipids and notable membrane distortions are observed in the FKS1 structures, suggesting active FKS1-membrane interactions. Echinocandin-resistant mutations are clustered at a region near TM5-6 and TM8 of FKS1. The structure of FKS1(S643P) reveals altered lipid arrangements in this region, suggesting a drug-resistant mechanism of the mutant enzyme. The structures, the catalytic mechanism and the molecular insights into drug-resistant mutations of FKS1 revealed in this study advance the mechanistic understanding of fungal ß-1,3-glucan biosynthesis and establish a foundation for developing new antifungal drugs by targeting FKS.


Subject(s)
Cryoelectron Microscopy , Glucosyltransferases , Saccharomyces cerevisiae Proteins , Saccharomyces cerevisiae , Antifungal Agents/pharmacology , beta-Glucans/metabolism , Catalytic Domain , Cell Membrane/chemistry , Cell Membrane/metabolism , Drug Resistance, Fungal/drug effects , Drug Resistance, Fungal/genetics , Echinocandins/pharmacology , Glucosyltransferases/antagonists & inhibitors , Glucosyltransferases/chemistry , Glucosyltransferases/genetics , Glucosyltransferases/metabolism , Glucosyltransferases/ultrastructure , Microbial Sensitivity Tests , Mutation , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae Proteins/antagonists & inhibitors , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae Proteins/ultrastructure
4.
Nature ; 623(7989): 1079-1085, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37938782

ABSTRACT

Decades of previous efforts to develop renal-sparing polyene antifungals were misguided by the classic membrane permeabilization model1. Recently, the clinically vital but also highly renal-toxic small-molecule natural product amphotericin B was instead found to kill fungi primarily by forming extramembraneous sponge-like aggregates that extract ergosterol from lipid bilayers2-6. Here we show that rapid and selective extraction of fungal ergosterol can yield potent and renal-sparing polyene antifungals. Cholesterol extraction was found to drive the toxicity of amphotericin B to human renal cells. Our examination of high-resolution structures of amphotericin B sponges in sterol-free and sterol-bound states guided us to a promising structural derivative that does not bind cholesterol and is thus renal sparing. This derivative was also less potent because it extracts ergosterol more slowly. Selective acceleration of ergosterol extraction with a second structural modification yielded a new polyene, AM-2-19, that is renal sparing in mice and primary human renal cells, potent against hundreds of pathogenic fungal strains, resistance evasive following serial passage in vitro and highly efficacious in animal models of invasive fungal infections. Thus, rational tuning of the dynamics of interactions between small molecules may lead to better treatments for fungal infections that still kill millions of people annually7,8 and potentially other resistance-evasive antimicrobials, including those that have recently been shown to operate through supramolecular structures that target specific lipids9.


Subject(s)
Antifungal Agents , Kidney , Polyenes , Sterols , Animals , Humans , Mice , Amphotericin B/analogs & derivatives , Amphotericin B/chemistry , Amphotericin B/toxicity , Antifungal Agents/chemistry , Antifungal Agents/metabolism , Antifungal Agents/pharmacology , Antifungal Agents/toxicity , Cells, Cultured , Cholesterol/chemistry , Cholesterol/metabolism , Drug Resistance, Fungal , Ergosterol/chemistry , Ergosterol/metabolism , Kidney/drug effects , Kinetics , Microbial Sensitivity Tests , Mycoses/drug therapy , Mycoses/microbiology , Polyenes/chemistry , Polyenes/metabolism , Polyenes/pharmacology , Serial Passage , Sterols/chemistry , Sterols/metabolism , Time Factors
5.
Annu Rev Microbiol ; 77: 403-425, 2023 09 15.
Article in English | MEDLINE | ID: mdl-37713457

ABSTRACT

Fungal-mediated disease progression and antifungal drug efficacy are significantly impacted by the dynamic infection microenvironment. At the site of infection, oxygen often becomes limiting and induces a hypoxia response in both the fungal pathogen and host cells. The fungal hypoxia response impacts several important aspects of fungal biology that contribute to pathogenesis, virulence, antifungal drug susceptibility, and ultimately infection outcomes. In this review, we summarize recent advances in understanding the molecular mechanisms of the hypoxia response in the most common human fungal pathogens, discuss potential therapeutic opportunities, and highlight important areas for future research.


Subject(s)
Antifungal Agents , Hypoxia , Humans , Antifungal Agents/pharmacology , Antifungal Agents/therapeutic use , Virulence , Disease Progression
6.
Annu Rev Microbiol ; 77: 583-602, 2023 09 15.
Article in English | MEDLINE | ID: mdl-37406342

ABSTRACT

Candida auris is a multidrug-resistant fungal pathogen that presents a serious threat to global human health. Since the first reported case in 2009 in Japan, C. auris infections have been reported in more than 40 countries, with mortality rates between 30% and 60%. In addition, C. auris has the potential to cause outbreaks in health care settings, especially in nursing homes for elderly patients, owing to its efficient transmission via skin-to-skin contact. Most importantly, C. auris is the first fungal pathogen to show pronounced and sometimes untreatable clinical drug resistance to all known antifungal classes, including azoles, amphotericin B, and echinocandins. In this review, we explore the causes of the rapid spread of C. auris. We also highlight its genome organization and drug resistance mechanisms and propose future research directions that should be undertaken to curb the spread of this multidrug-resistant pathogen.


Subject(s)
Candida auris , Candida , Humans , Aged , Candida/genetics , Antifungal Agents/pharmacology , Antifungal Agents/therapeutic use , Echinocandins , Amphotericin B
7.
Annu Rev Microbiol ; 76: 369-388, 2022 09 08.
Article in English | MEDLINE | ID: mdl-35650665

ABSTRACT

The last several decades have witnessed a surge in drug-resistant fungal infections that pose a serious threat to human health. While there is a limited arsenal of drugs that can be used to treat systemic infections, scientific advances have provided renewed optimism for the discovery of novel antifungals. The development of chemical-genomic assays using Saccharomyces cerevisiae has provided powerful methods to identify the mechanism of action of molecules in a living cell. Advances in molecular biology techniques have enabled complementary assays to be developed in fungal pathogens, including Candida albicans and Cryptococcus neoformans. These approaches enable the identification of target genes for drug candidates, as well as genes involved in buffering drug target pathways. Here, we examine yeast chemical-genomic assays and highlight how such resources can be utilized to predict the mechanisms of action of compounds, to study virulence attributes of diverse fungal pathogens, and to bolster the antifungal pipeline.


Subject(s)
Antifungal Agents , Cryptococcus neoformans , Antifungal Agents/pharmacology , Candida albicans/genetics , Cryptococcus neoformans/genetics , Genomics/methods , Humans , Saccharomyces cerevisiae
8.
Proc Natl Acad Sci U S A ; 121(32): e2314087121, 2024 Aug 06.
Article in English | MEDLINE | ID: mdl-39083421

ABSTRACT

Invasive fungal diseases are a major threat to human health, resulting in more than 1.5 million annual deaths worldwide. The arsenal of antifungal therapeutics remains limited and is in dire need of drugs that target additional biosynthetic pathways that are absent from humans. One such pathway involves the biosynthesis of trehalose. Trehalose is a disaccharide that is required for pathogenic fungi to survive in their human hosts. In the first step of trehalose biosynthesis, trehalose-6-phosphate synthase (Tps1) converts UDP-glucose and glucose-6-phosphate to trehalose-6-phosphate. Here, we report the structures of full-length Cryptococcus neoformans Tps1 (CnTps1) in unliganded form and in complex with uridine diphosphate and glucose-6-phosphate. Comparison of these two structures reveals significant movement toward the catalytic pocket by the N terminus upon ligand binding and identifies residues required for substrate binding, as well as residues that stabilize the tetramer. Intriguingly, an intrinsically disordered domain (IDD), which is conserved among Cryptococcal species and closely related basidiomycetes, extends from each subunit of the tetramer into the "solvent" but is not visible in density maps. We determined that the IDD is not required for C. neoformans Tps1-dependent thermotolerance and osmotic stress survival. Studies with UDP-galactose highlight the exquisite substrate specificity of CnTps1. In toto, these studies expand our knowledge of trehalose biosynthesis in Cryptococcus and highlight the potential of developing antifungal therapeutics that disrupt the synthesis of this disaccharide or the formation of a functional tetramer and the use of cryo-EM in the structural characterization of CnTps1-ligand/drug complexes.


Subject(s)
Antifungal Agents , Cryptococcus neoformans , Glucosyltransferases , Trehalose , Cryptococcus neoformans/enzymology , Cryptococcus neoformans/metabolism , Cryptococcus neoformans/genetics , Glucosyltransferases/metabolism , Glucosyltransferases/genetics , Antifungal Agents/pharmacology , Antifungal Agents/chemistry , Antifungal Agents/metabolism , Trehalose/metabolism , Trehalose/analogs & derivatives , Trehalose/biosynthesis , Fungal Proteins/metabolism , Fungal Proteins/genetics , Fungal Proteins/chemistry , Models, Molecular , Humans , Catalytic Domain , Crystallography, X-Ray
9.
PLoS Pathog ; 20(7): e1012389, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39078851

ABSTRACT

Ergosterol is essential for fungal cell membrane integrity and growth, and numerous antifungal drugs target ergosterol. Inactivation or modification of ergosterol biosynthetic genes can lead to changes in antifungal drug susceptibility, filamentation and stress response. Here, we found that the ergosterol biosynthesis gene ERG251 is a hotspot for point mutations during adaptation to antifungal drug stress within two distinct genetic backgrounds of Candida albicans. Heterozygous point mutations led to single allele dysfunction of ERG251 and resulted in azole tolerance in both genetic backgrounds. This is the first known example of point mutations causing azole tolerance in C. albicans. Importantly, single allele dysfunction of ERG251 in combination with recurrent chromosome aneuploidies resulted in bona fide azole resistance. Homozygous deletions of ERG251 caused increased fitness in low concentrations of fluconazole and decreased fitness in rich medium, especially at low initial cell density. Homozygous deletions of ERG251 resulted in accumulation of ergosterol intermediates consistent with the fitness defect in rich medium. Dysfunction of ERG251, together with FLC exposure, resulted in decreased accumulation of the toxic sterol (14-ɑ-methylergosta-8,24(28)-dien-3ß,6α-diol) and increased accumulation of non-toxic alternative sterols. The altered sterol composition of the ERG251 mutants had pleiotropic effects on transcription, filamentation, and stress responses including cell membrane, osmotic and oxidative stress. Interestingly, while dysfunction of ERG251 resulted in azole tolerance, it also led to transcriptional upregulation of ZRT2, a membrane-bound Zinc transporter, in the presence of FLC, and overexpression of ZRT2 is sufficient to increase azole tolerance in wild-type C. albicans. Finally, in a murine model of systemic infection, homozygous deletion of ERG251 resulted in decreased virulence while the heterozygous deletion mutants maintain their pathogenicity. Overall, this study demonstrates that single allele dysfunction of ERG251 is a recurrent and effective mechanism of acquired azole tolerance. We propose that altered sterol composition resulting from ERG251 dysfunction mediates azole tolerance as well as pleiotropic effects on stress response, filamentation and virulence.


Subject(s)
Antifungal Agents , Candida albicans , Candidiasis , Drug Resistance, Fungal , Ergosterol , Fungal Proteins , Candida albicans/drug effects , Candida albicans/genetics , Candida albicans/metabolism , Antifungal Agents/pharmacology , Mice , Drug Resistance, Fungal/genetics , Fungal Proteins/metabolism , Fungal Proteins/genetics , Animals , Candidiasis/microbiology , Candidiasis/metabolism , Candidiasis/drug therapy , Ergosterol/metabolism , Azoles/pharmacology , Sterols/metabolism , Phenotype , Stress, Physiological , Microbial Sensitivity Tests , Fluconazole/pharmacology
10.
PLoS Genet ; 19(10): e1011002, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37856537

ABSTRACT

Pathogenic fungi are a cause of growing concern. Developing an efficient and safe antifungal is challenging because of the similar biological properties of fungal and host cells. Consequently, there is an urgent need to better understand the mechanisms underlying antifungal resistance to prolong the efficacy of current molecules. A major step in this direction would be to be able to predict or even prevent the acquisition of resistance. We leverage the power of experimental evolution to quantify the diversity of paths to resistance to the antifungal 5-fluorocytosine (5-FC), commercially known as flucytosine. We generated hundreds of independent 5-FC resistant mutants derived from two genetic backgrounds from wild isolates of Saccharomyces cerevisiae. Through automated pin-spotting, whole-genome and amplicon sequencing, we identified the most likely causes of resistance for most strains. Approximately a third of all resistant mutants evolved resistance through a pleiotropic drug response, a potentially novel mechanism in response to 5-FC, marked by cross-resistance to fluconazole. These cross-resistant mutants are characterized by a loss of respiration and a strong tradeoff in drug-free media. For the majority of the remaining two thirds, resistance was acquired through loss-of-function mutations in FUR1, which encodes an important enzyme in the metabolism of 5-FC. We describe conditions in which mutations affecting this particular step of the metabolic pathway are favored over known resistance mutations affecting a step upstream, such as the well-known target cytosine deaminase encoded by FCY1. This observation suggests that ecological interactions may dictate the identity of resistance hotspots.


Subject(s)
Antifungal Agents , Flucytosine , Antifungal Agents/pharmacology , Microbial Sensitivity Tests , Flucytosine/pharmacology , Fluconazole , Fungi , Saccharomyces cerevisiae , Drug Resistance, Fungal/genetics
11.
Clin Microbiol Rev ; 37(1): e0014223, 2024 03 14.
Article in English | MEDLINE | ID: mdl-38294218

ABSTRACT

Over recent decades, the global burden of fungal disease has expanded dramatically. It is estimated that fungal disease kills approximately 1.5 million individuals annually; however, the true worldwide burden of fungal infection is thought to be higher due to existing gaps in diagnostics and clinical understanding of mycotic disease. The development of resistance to antifungals across diverse pathogenic fungal genera is an increasingly common and devastating phenomenon due to the dearth of available antifungal classes. These factors necessitate a coordinated response by researchers, clinicians, public health agencies, and the pharmaceutical industry to develop new antifungal strategies, as the burden of fungal disease continues to grow. This review provides a comprehensive overview of the new antifungal therapeutics currently in clinical trials, highlighting their spectra of activity and progress toward clinical implementation. We also profile up-and-coming intracellular proteins and pathways primed for the development of novel antifungals targeting their activity. Ultimately, we aim to emphasize the importance of increased investment into antifungal therapeutics in the current continually evolving landscape of infectious disease.


Subject(s)
Antifungal Agents , Mycoses , Humans , Antifungal Agents/pharmacology , Antifungal Agents/therapeutic use , Mycoses/drug therapy , Mycoses/microbiology , Drug Resistance, Fungal
12.
Clin Microbiol Rev ; 37(2): e0007423, 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38602408

ABSTRACT

SUMMARYFungal infections are on the rise, driven by a growing population at risk and climate change. Currently available antifungals include only five classes, and their utility and efficacy in antifungal treatment are limited by one or more of innate or acquired resistance in some fungi, poor penetration into "sequestered" sites, and agent-specific side effect which require frequent patient reassessment and monitoring. Agents with novel mechanisms, favorable pharmacokinetic (PK) profiles including good oral bioavailability, and fungicidal mechanism(s) are urgently needed. Here, we provide a comprehensive review of novel antifungal agents, with both improved known mechanisms of actions and new antifungal classes, currently in clinical development for treating invasive yeast, mold (filamentous fungi), Pneumocystis jirovecii infections, and dimorphic fungi (endemic mycoses). We further focus on inhaled antifungals and the role of immunotherapy in tackling fungal infections, and the specific PK/pharmacodynamic profiles, tissue distributions as well as drug-drug interactions of novel antifungals. Finally, we review antifungal resistance mechanisms, the role of use of antifungal pesticides in agriculture as drivers of drug resistance, and detail detection methods for antifungal resistance.


Subject(s)
Antifungal Agents , Drug Resistance, Fungal , Invasive Fungal Infections , Antifungal Agents/therapeutic use , Antifungal Agents/pharmacokinetics , Antifungal Agents/pharmacology , Humans , Invasive Fungal Infections/drug therapy , Invasive Fungal Infections/microbiology , Fungi/drug effects , Animals , Treatment Outcome
13.
Clin Microbiol Rev ; 37(2): e0003423, 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38690871

ABSTRACT

SUMMARYIn 2023, the World Health Organization designated eumycetoma causative agents as high-priority pathogens on its list of fungal priority pathogens. Despite this recognition, a comprehensive understanding of these causative agents is lacking, and potential variations in clinical manifestations or therapeutic responses remain unclear. In this review, 12,379 eumycetoma cases were reviewed. In total, 69 different fungal species were identified as causative agents. However, some were only identified once, and there was no supporting evidence that they were indeed present in the grain. Madurella mycetomatis was by far the most commonly reported fungal causative agent. In most studies, identification of the fungus at the species level was based on culture or histology, which was prone to misidentifications. The newly used molecular identification tools identified new causative agents. Clinically, no differences were reported in the appearance of the lesion, but variations in mycetoma grain formation and antifungal susceptibility were observed. Although attempts were made to explore the differences in clinical outcomes based on antifungal susceptibility, the lack of large clinical trials and the inclusion of surgery as standard treatment posed challenges in drawing definitive conclusions. Limited case series suggested that eumycetoma cases caused by Fusarium species were less responsive to treatment than those caused by Madurella mycetomatis. However, further research is imperative for a comprehensive understanding.


Subject(s)
Antifungal Agents , Mycetoma , Mycetoma/microbiology , Mycetoma/drug therapy , Mycetoma/diagnosis , Humans , Antifungal Agents/therapeutic use , Antifungal Agents/pharmacology , Madurella/drug effects , Treatment Outcome
14.
J Biol Chem ; 300(3): 105701, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38301897

ABSTRACT

Fungal keratitis is the foremost cause of corneal infections worldwide, of which Fusariumspp. is the common etiological agent that causes loss of vision and warrants surgical intervention. An increase in resistance to the available drugs along with severe side effects of the existing antifungals demands for new effective antimycotics. Here, we demonstrate that antimicrobial peptide S100A12 directly binds to the phospholipids of the fungal membrane, disrupts the structural integrity, and induces generation of reactive oxygen species in fungus. In addition, it inhibits biofilm formation by Fusariumspp. and exhibits antifungal property against Fusariumspp. both in vitro and in vivo. Taken together, our results delve into specific effect of S100A12 against Fusariumspp. with an aim to investigate new antifungal compounds to combat fungal keratitis.


Subject(s)
Antifungal Agents , Biofilms , Cell Membrane , Fusarium , S100A12 Protein , Antifungal Agents/metabolism , Antifungal Agents/pharmacology , Biofilms/drug effects , Eye Infections, Fungal/microbiology , Fusarium/drug effects , Keratitis/microbiology , S100A12 Protein/metabolism , S100A12 Protein/pharmacology , Humans , Cell Membrane/drug effects , Phospholipids/metabolism , Reactive Oxygen Species/metabolism
15.
Mol Microbiol ; 121(4): 781-797, 2024 04.
Article in English | MEDLINE | ID: mdl-38242855

ABSTRACT

Invasive candidiasis caused by non-albicans species has been on the rise, with Candida glabrata emerging as the second most common etiological agent. Candida glabrata possesses an intrinsically lower susceptibility to azoles and an alarming propensity to rapidly develop high-level azole resistance during treatment. In this study, we have developed an efficient piggyBac (PB) transposon-mediated mutagenesis system in C. glabrata to conduct genome-wide genetic screens and applied it to profile genes that contribute to azole resistance. When challenged with the antifungal drug fluconazole, PB insertion into 270 genes led to significant resistance. A large subset of these genes has a role in the mitochondria, including almost all genes encoding the subunits of the F1F0 ATPase complex. We show that deleting ATP3 or ATP22 results in increased azole resistance but does not affect susceptibility to polyenes and echinocandins. The increased azole resistance is due to increased expression of PDR1 that encodes a transcription factor known to promote drug efflux pump expression. Deleting PDR1 in the atp3Δ or atp22Δ mutant resulted in hypersensitivity to fluconazole. Our results shed light on the mechanisms contributing to azole resistance in C. glabrata. This PB transposon-mediated mutagenesis system can significantly facilitate future genome-wide genetic screens.


Subject(s)
Candida glabrata , Fluconazole , Fluconazole/metabolism , Candida glabrata/genetics , Drug Resistance, Fungal/genetics , Antifungal Agents/pharmacology , Azoles , Proton-Translocating ATPases/metabolism , Microbial Sensitivity Tests
16.
Brief Bioinform ; 24(1)2023 01 19.
Article in English | MEDLINE | ID: mdl-36631407

ABSTRACT

Recently, peptide-based drugs have gained unprecedented interest in discovering and developing antifungal drugs due to their high efficacy, broad-spectrum activity, low toxicity and few side effects. However, it is time-consuming and expensive to identify antifungal peptides (AFPs) experimentally. Therefore, computational methods for accurately predicting AFPs are highly required. In this work, we develop AFP-MFL, a novel deep learning model that predicts AFPs only relying on peptide sequences without using any structural information. AFP-MFL first constructs comprehensive feature profiles of AFPs, including contextual semantic information derived from a pre-trained protein language model, evolutionary information, and physicochemical properties. Subsequently, the co-attention mechanism is utilized to integrate contextual semantic information with evolutionary information and physicochemical properties separately. Extensive experiments show that AFP-MFL outperforms state-of-the-art models on four independent test datasets. Furthermore, the SHAP method is employed to explore each feature contribution to the AFPs prediction. Finally, a user-friendly web server of the proposed AFP-MFL is developed and freely accessible at http://inner.wei-group.net/AFPMFL/, which can be considered as a powerful tool for the rapid screening and identification of novel AFPs.


Subject(s)
Antifungal Agents , alpha-Fetoproteins , Antifungal Agents/pharmacology , Algorithms , Peptides/chemistry , Computational Biology/methods
17.
PLoS Pathog ; 19(10): e1011698, 2023 10.
Article in English | MEDLINE | ID: mdl-37856418

ABSTRACT

Candida auris, is an emerging fungal pathogen that can cause life-threatening infections in humans. Unlike many other Candida species that colonize the intestine, C. auris most efficiently colonizes the skin. Such colonization contaminates the patient's environment and can result in rapid nosocomial transmission. In addition, this transmission can lead to outbreaks of systemic infections that have mortality rates between 40% and 60%. C. auris isolates resistant to all known classes of antifungals have been identified and as such, understanding the underlying biochemical mechanisms of how skin colonization initiates and progresses is critical to developing better therapeutic options. With this review, we briefly summarize what is known about horizontal transmission and current tools used to identify, understand, and control C. auris infections.


Subject(s)
Candidiasis , Humans , Candidiasis/microbiology , Candida auris , Candida , Antifungal Agents/pharmacology , Antifungal Agents/therapeutic use , Disease Outbreaks , Microbial Sensitivity Tests
18.
PLoS Pathog ; 19(8): e1011583, 2023 08.
Article in English | MEDLINE | ID: mdl-37651385

ABSTRACT

Fungal infections are rising, with over 1.5 billion cases and more than 1 million deaths recorded each year. Among these, Candida infections are frequent in at-risk populations and the rapid development of drug resistance and tolerance contributes to their clinical persistence. Few antifungal drugs are available, and their efficacy is declining due to the environmental overuse and the expansion of multidrug-resistant species. One way to prolong their utility is by applying them in combination therapy. Here, we highlight recently described azole potentiators belonging to different categories: natural, repurposed, or novel compounds. We showcase examples of molecules and discuss their identified or proposed mode of action. We also emphasise the challenges in azole potentiator development, compounded by the lack of animal testing, the overreliance on Candida albicans and Candida auris, as well as the limited understanding of compound efficacy.


Subject(s)
Candida , Candidiasis , Animals , Candida albicans , Candidiasis/drug therapy , Antifungal Agents/pharmacology , Azoles/pharmacology
19.
PLoS Pathog ; 19(4): e1011338, 2023 04.
Article in English | MEDLINE | ID: mdl-37075064

ABSTRACT

Fungal pathogens overcome antifungal drug therapy by classic resistance mechanisms, such as increased efflux or changes to the drug target. However, even when a fungal strain is susceptible, trailing or persistent microbial growth in the presence of an antifungal drug can contribute to therapeutic failure. This trailing growth is caused by adaptive physiological changes that enable the growth of a subpopulation of fungal cells in high drug concentrations, in what is described as drug tolerance. Mechanistically, antifungal drug tolerance is incompletely understood. Here we report that the transcriptional activator Rpn4 is important for drug tolerance in the human fungal pathogen Candida albicans. Deletion of RPN4 eliminates tolerance to the commonly used antifungal drug fluconazole. We defined the mechanism and show that Rpn4 controls fluconazole tolerance via two target pathways. First, Rpn4 activates proteasome gene expression, which enables sufficient proteasome capacity to overcome fluconazole-induced proteotoxicity and the accumulation of ubiquitinated proteins targeted for degradation. Consistently, inhibition of the proteasome with MG132 eliminates fluconazole tolerance and resistance, and phenocopies the rpn4Δ/Δ mutant for loss of tolerance. Second, Rpn4 is required for wild type expression of the genes required for the synthesis of the membrane lipid ergosterol. Our data indicates that this function of Rpn4 is required for mitigating the inhibition of ergosterol biosynthesis by fluconazole. Based on our findings, we propose that Rpn4 is a central hub for fluconazole tolerance in C. albicans by coupling the regulation of protein homeostasis (proteostasis) and lipid metabolism to overcome drug-induced proteotoxicity and membrane stress.


Subject(s)
Antifungal Agents , Proteasome Endopeptidase Complex , Humans , Antifungal Agents/pharmacology , Proteasome Endopeptidase Complex/metabolism , Proteostasis , Fluconazole , Candida albicans/metabolism , Drug Tolerance , Ergosterol , Drug Resistance, Fungal , Microbial Sensitivity Tests
20.
PLoS Pathog ; 19(5): e1011152, 2023 05.
Article in English | MEDLINE | ID: mdl-37126504

ABSTRACT

Hyphal growth is essential for host colonization during Aspergillus infection. The transcription factor ZfpA regulates A. fumigatus hyphal development including branching, septation, and cell wall composition. However, how ZfpA affects fungal growth and susceptibility to host immunity during infection has not been investigated. Here, we use the larval zebrafish-Aspergillus infection model and primary human neutrophils to probe how ZfpA affects A. fumigatus pathogenesis and response to antifungal drugs in vivo. ZfpA deletion promotes fungal clearance and attenuates virulence in wild-type hosts and this virulence defect is abrogated in neutrophil-deficient zebrafish. ZfpA deletion also increases susceptibility to human neutrophils ex vivo while overexpression impairs fungal killing. Overexpression of ZfpA confers protection against the antifungal caspofungin by increasing chitin synthesis during hyphal development, while ZfpA deletion reduces cell wall chitin and increases caspofungin susceptibility in neutrophil-deficient zebrafish. These findings suggest a protective role for ZfpA activity in resistance to the innate immune response and antifungal treatment during A. fumigatus infection.


Subject(s)
Aspergillosis , Aspergillus fumigatus , Animals , Humans , Antifungal Agents/pharmacology , Caspofungin/pharmacology , Neutrophils , Zebrafish/metabolism , Fungal Proteins/genetics , Fungal Proteins/metabolism , Transcription Factors/metabolism , Aspergillosis/microbiology , Gene Expression Regulation, Fungal , Chitin
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