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1.
PLoS Comput Biol ; 20(5): e1012105, 2024 May.
Article in English | MEDLINE | ID: mdl-38753887

ABSTRACT

Quantifying fungal growth underpins our ability to effectively treat severe fungal infections. Current methods quantify fungal growth rates from time-course morphology-specific data, such as hyphal length data. However, automated large-scale collection of such data lies beyond the scope of most clinical microbiology laboratories. In this paper, we propose a mathematical model of fungal growth to estimate morphology-specific growth rates from easy-to-collect, but indirect, optical density (OD600) data of Aspergillus fumigatus growth (filamentous fungus). Our method accounts for OD600 being an indirect measure by explicitly including the relationship between the indirect OD600 measurements and the calibrating true fungal growth in the model. Therefore, the method does not require de novo generation of calibration data. Our model outperformed reference models at fitting to and predicting OD600 growth curves and overcame observed discrepancies between morphology-specific rates inferred from OD600 versus directly measured data in reference models that did not include calibration.


Subject(s)
Aspergillus fumigatus , Models, Biological , Aspergillus fumigatus/growth & development , Computational Biology/methods
2.
Curr Clin Microbiol Rep ; 10(3): 120-130, 2023.
Article in English | MEDLINE | ID: mdl-37577059

ABSTRACT

Purpose of Review: For human fungal pathogens, sensory perception of extracellular pH is essential for colonisation of mammalian tissues and immune evasion. The molecular complexes that perceive and transmit the fungal pH signal are membrane-proximal and essential for virulence and are therefore of interest as novel antifungal drug targets. Intriguingly, the sensory machinery has evolved divergently in different fungal pathogens, yet spatial co-ordination of cellular components is conserved. Recent Findings: The recent discovery of a novel pH sensor in the basidiomycete pathogen Cryptococcus neformans highlights that, although the molecular conservation of fungal pH sensors is evolutionarily restricted, their subcellular localisation and coupling to essential components of the cellular ESCRT machinery are consistent features of the cellular pH sensing and adaptation mechanism. In both basidiomycetes and ascomycetes, the lipid composition of the plasma membrane to which pH sensing complexes are localised appears to have pivotal functional importance. Endocytosis of pH-sensing complexes occurs in multiple fungal species, but its relevance for signal transduction appears not to be universal. Summary: Our overview of current understanding highlights conserved and divergent mechanisms of the pH sensing machinery in model and pathogenic fungal species, as well as important unanswered questions that must be addressed to inform the future study of such sensing mechanisms and to devise therapeutic strategies for manipulating them.

3.
Res Sq ; 2023 May 30.
Article in English | MEDLINE | ID: mdl-37398159

ABSTRACT

More than 10 million people suffer from lung diseases caused by the pathogenic fungus Aspergillus fumigatus. The azole class of antifungals represent first line therapeutics for most of these infections however resistance is rising. Identification of novel antifungal targets that, when inhibited, synergise with the azoles will aid the development of agents that can improve therapeutic outcomes and supress the emergence of resistance. As part of the A. fumigatus genome-wide knockout program (COFUN), we have completed the generation of a library that consists of 120 genetically barcoded null mutants in genes that encode the protein kinase cohort of A. fumigatus. We have employed a competitive fitness profiling approach (Bar-Seq), to identify targets which when deleted result in hypersensitivity to the azoles and fitness defects in a murine host. The most promising candidate from our screen is a previously uncharacterised DYRK kinase orthologous to Yak1 of Candida albicans, a TOR signalling pathway kinase involved in modulation of stress responsive transcriptional regulators. Here we show that the orthologue YakA has been repurposed in A. fumigatus to regulate blocking of the septal pore upon exposure to stress via phosphorylation of the Woronin body tethering protein Lah. Loss of YakA function reduces the ability of A. fumigatus to penetrate solid media and impacts growth in murine lung tissue. We also show that 1-ethoxycarbonyl-beta-carboline (1-ECBC), a compound previously shown to inhibit Yak1 in C. albicans prevents stress mediated septal spore blocking and synergises with the azoles to inhibit A. fumigatus growth.

4.
Antimicrob Agents Chemother ; 67(6): e0164522, 2023 06 15.
Article in English | MEDLINE | ID: mdl-37162367

ABSTRACT

Candida auris is an emerging, multidrug-resistant fungal pathogen that causes refractory colonization and life-threatening, invasive nosocomial infections. The high proportion of C. auris isolates that display antifungal resistance severely limits treatment options. Combination therapies provide a possible strategy by which to enhance antifungal efficacy and prevent the emergence of further resistance. Therefore, we examined drug combinations using antifungals that are already in clinical use or are undergoing clinical trials. Using checkerboard assays, we screened combinations of 5-flucytosine and manogepix (the active form of the novel antifungal drug fosmanogepix) with anidulafungin, amphotericin B, or voriconazole against drug resistant and susceptible C. auris isolates from clades I and III. Fractional inhibitory concentration indices (FICI values) of 0.28 to 0.75 and 0.36 to 1.02 were observed for combinations of anidulafungin with manogepix or 5-flucytosine, respectively, indicating synergistic activity. The high potency of these anidulafungin combinations was confirmed using live-cell microfluidics-assisted imaging of the fungal growth. In summary, combinations of anidulafungin with manogepix or 5-flucytosine show great potential against both resistant and susceptible C. auris isolates.


Subject(s)
Antifungal Agents , Flucytosine , Antifungal Agents/pharmacology , Anidulafungin/pharmacology , Flucytosine/pharmacology , Candida auris , Candida , Microbial Sensitivity Tests
5.
Trends Pharmacol Sci ; 44(3): 162-174, 2023 03.
Article in English | MEDLINE | ID: mdl-36801017

ABSTRACT

Up to 1.5 million people die yearly from fungal disease, but the repertoire of antifungal drug classes is minimal and the incidence of drug resistance is rising rapidly. This dilemma was recently declared by the World Health Organization as a global health emergency, but the discovery of new antifungal drug classes remains excruciatingly slow. This process could be accelerated by focusing on novel targets, such as G protein-coupled receptor (GPCR)-like proteins, that have a high likelihood of being druggable and have well-defined biology and roles in disease. We discuss recent successes in understanding the biology of virulence and in structure determination of yeast GPCRs, and highlight new approaches that might pay significant dividends in the urgent search for novel antifungal drugs.


Subject(s)
Antifungal Agents , Mycoses , Humans , Antifungal Agents/pharmacology , Antifungal Agents/chemistry , Antifungal Agents/therapeutic use , Mycoses/drug therapy , Receptors, G-Protein-Coupled/metabolism
6.
Infect Immun ; 91(2): e0033322, 2023 02 16.
Article in English | MEDLINE | ID: mdl-36625602

ABSTRACT

The human lung is constantly exposed to Aspergillus fumigatus spores, the most prevalent worldwide cause of fungal respiratory disease. Pulmonary tissue damage is a unifying feature of Aspergillus-related diseases; however, the mechanistic basis of damage is not understood. In the lungs of susceptible hosts, A. fumigatus undergoes an obligatory morphological switch involving spore germination and hyphal growth. We modeled A. fumigatus infection in cultured A549 human pneumocytes, capturing the phosphoactivation status of five host signaling pathways, nuclear translocation and DNA binding of eight host transcription factors, and expression of nine host response proteins over six time points encompassing exposures to live fungus and the secretome thereof. The resulting data set, comprised of more than 1,000 data points, reveals that pneumocytes mount differential responses to A. fumigatus spores, hyphae, and soluble secreted products via the NF-κB, JNK, and JNK + p38 pathways, respectively. Importantly, via selective degradation of host proinflammatory (IL-6 and IL-8) cytokines and growth factors (FGF-2), fungal secreted products reorchestrate the host response to fungal challenge as well as driving multiparameter epithelial damage, culminating in cytolysis. Dysregulation of NF-κB signaling, involving sequential stimulation of canonical and noncanonical signaling, was identified as a significant feature of host damage both in vitro and in a mouse model of invasive aspergillosis. Our data demonstrate that composite tissue damage results from iterative (repeated) exposures to different fungal morphotypes and secreted products and suggest that modulation of host responses to fungal challenge might represent a unified strategy for therapeutic control of pathologically distinct types of Aspergillus-related disease.


Subject(s)
Aspergillosis , Aspergillus fumigatus , Animals , Mice , Humans , NF-kappa B/metabolism , Lung/microbiology , Homeostasis , Spores, Fungal
7.
Front Cell Infect Microbiol ; 12: 907519, 2022.
Article in English | MEDLINE | ID: mdl-35982778

ABSTRACT

Damage to the lung epithelium is a unifying feature of disease caused by the saprophytic fungus Aspergillus fumigatus. However, the mechanistic basis and the regulatory control of such damage is poorly characterized. Previous studies have identified A. fumigatus mediated pathogenesis as occurring at early (≤ 16 hours) or late (>16 hours) phases of the fungal interaction with epithelial cells, and respectively involve direct contact with the host cell or the action of soluble factors produced by mature fungal hyphae. Both early and late phases of epithelial damage have been shown to be subject to genetic regulation by the pH-responsive transcription factor PacC. This study sought to determine whether other transcriptional regulators play a role in modulating epithelial damage. In particular, whether the early and late phases of epithelial damage are governed by same or distinct regulators. Furthermore, whether processes such as spore uptake and hyphal adhesion, that have previously been documented to promote epithelial damage, are governed by the same cohorts of epithelial regulators. Using 479 strains from the recently constructed library of A. fumigatus transcription factor null mutants, two high-throughput screens assessing epithelial cell detachment and epithelial cell lysis were conducted. A total of 17 transcription factor mutants were found to exhibit reproducible deficits in epithelial damage causation. Of these, 10 mutants were defective in causing early phase damage via epithelial detachment and 8 mutants were defective in causing late phase damage via epithelial lysis. Remarkably only one transcription factor, PacC, was required for causation of both phases of epithelial damage. The 17 mutants exhibited varied and often unique phenotypic profiles with respect to fitness, epithelial adhesion, cell wall defects, and rates of spore uptake by epithelial cells. Strikingly, 9 out of 10 mutants deficient in causing early phase damage also exhibited reduced rates of hyphal extension, and culture supernatants of 7 out of 8 mutants deficient in late phase damage were significantly less cytotoxic. Our study delivers the first high-level overview of A. fumigatus regulatory genes governing lung epithelial damage, suggesting highly coordinated genetic orchestration of host-damaging activities that govern epithelial damage in both space and time.


Subject(s)
Aspergillosis , Aspergillus fumigatus , Lung , Transcription Factors , Aspergillosis/pathology , Aspergillus fumigatus/genetics , Aspergillus fumigatus/metabolism , Cell Wall/metabolism , Epithelium/microbiology , Epithelium/pathology , Fungal Proteins/genetics , Fungal Proteins/metabolism , Humans , Hyphae/genetics , Hyphae/metabolism , Lung/microbiology , Lung/pathology , Transcription Factors/genetics , Transcription Factors/metabolism
8.
Fungal Genet Biol ; 161: 103702, 2022 07.
Article in English | MEDLINE | ID: mdl-35569804

ABSTRACT

Aspergillus fumigatus is the most important airborne fungal pathogen and allergen of humans causing high morbidity and mortality worldwide. The factors that govern pathogenicity of this organism are multi-factorial and are poorly understood. Molecular tools to dissect the mechanisms of pathogenicity in A. fumigatus have improved significantly over the last 20 years however many procedures have not been standardised for A. fumigatus. Here, we present a new genomic safe-haven locus at the site of an inactivated transposon, named SH-aft4, which can be used to insert DNA sequences in the genome of this fungus without impacting its phenotype. We show that we are able to effectively express a transgene construct from the SH-aft4 and that natural regulation of promoter function is conserved at this site. Furthermore, the SH-aft4 locus is highly conserved in the genome of a wide range of clinical and environmental isolates including the isolates commonly used by many laboratories CEA10, Af293 and ATCC46645, allowing a wide range of isolates to be manipulated. Our results show that the aft4 locus can serve as a site for integration of a wide range of genetic constructs to aid functional genomics studies of this important human fungal pathogen.


Subject(s)
Aspergillosis , Aspergillus fumigatus , Aspergillosis/microbiology , Genome, Fungal/genetics , Genomics , Humans , Virulence/genetics
9.
Nat Rev Microbiol ; 20(9): 557-571, 2022 09.
Article in English | MEDLINE | ID: mdl-35352028

ABSTRACT

Invasive fungal infections pose an important threat to public health and are an under-recognized component of antimicrobial resistance, an emerging crisis worldwide. Across a period of profound global environmental change and expanding at-risk populations, human-infecting pathogenic fungi are evolving resistance to all licensed systemic antifungal drugs. In this Review, we highlight the main mechanisms of antifungal resistance and explore the similarities and differences between bacterial and fungal resistance to antimicrobial control. We discuss the research and innovation topics that are needed for risk reduction strategies aimed at minimizing the emergence of resistance in pathogenic fungi. These topics include links between the environment and One Health, surveillance, diagnostics, routes of transmission, novel therapeutics and methods to mitigate hotspots for fungal adaptation. We emphasize the global efforts required to steward our existing antifungal armamentarium, and to direct the research and development of future therapies and interventions.


Subject(s)
Antifungal Agents , Drug Resistance, Fungal , Anti-Bacterial Agents/pharmacology , Antifungal Agents/pharmacology , Fungi , Humans
10.
Clin Microbiol Rev ; 35(1): e0009421, 2022 01 19.
Article in English | MEDLINE | ID: mdl-34788127

ABSTRACT

Individuals suffering from severe viral respiratory tract infections have recently emerged as "at risk" groups for developing invasive fungal infections. Influenza virus is one of the most common causes of acute lower respiratory tract infections worldwide. Fungal infections complicating influenza pneumonia are associated with increased disease severity and mortality, with invasive pulmonary aspergillosis being the most common manifestation. Strikingly, similar observations have been made during the current coronavirus disease 2019 (COVID-19) pandemic. The copathogenesis of respiratory viral and fungal coinfections is complex and involves a dynamic interplay between the host immune defenses and the virulence of the microbes involved that often results in failure to return to homeostasis. In this review, we discuss the main mechanisms underlying susceptibility to invasive fungal disease following respiratory viral infections. A comprehensive understanding of these interactions will aid the development of therapeutic modalities against newly identified targets to prevent and treat these emerging coinfections.


Subject(s)
COVID-19 , Coinfection , Respiratory Tract Infections , Viruses , Humans , SARS-CoV-2
11.
PLoS Biol ; 19(6): e3001247, 2021 06.
Article in English | MEDLINE | ID: mdl-34061822

ABSTRACT

Aspergillus fumigatus is a human fungal pathogen that can cause devastating pulmonary infections, termed "aspergilloses," in individuals suffering immune imbalances or underlying lung conditions. As rapid adaptation to stress is crucial for the outcome of the host-pathogen interplay, here we investigated the role of the versatile posttranslational modification (PTM) persulfidation for both fungal virulence and antifungal host defense. We show that an A. fumigatus mutant with low persulfidation levels is more susceptible to host-mediated killing and displays reduced virulence in murine models of infection. Additionally, we found that a single nucleotide polymorphism (SNP) in the human gene encoding cystathionine γ-lyase (CTH) causes a reduction in cellular persulfidation and correlates with a predisposition of hematopoietic stem cell transplant recipients to invasive pulmonary aspergillosis (IPA), as correct levels of persulfidation are required for optimal antifungal activity of recipients' lung resident host cells. Importantly, the levels of host persulfidation determine the levels of fungal persulfidation, ultimately reflecting a host-pathogen functional correlation and highlighting a potential new therapeutic target for the treatment of aspergillosis.


Subject(s)
Antifungal Agents/pharmacology , Aspergillus fumigatus/pathogenicity , Fungal Proteins/metabolism , Host-Pathogen Interactions , Sulfides/metabolism , A549 Cells , Adult , Animals , Aspergillosis/epidemiology , Aspergillosis/genetics , Aspergillosis/microbiology , Aspergillus fumigatus/drug effects , Aspergillus fumigatus/enzymology , Cystathionine gamma-Lyase/genetics , Epithelial Cells/drug effects , Epithelial Cells/microbiology , Female , Hematopoietic Stem Cell Transplantation/adverse effects , Host-Pathogen Interactions/drug effects , Humans , Incidence , Macrophages, Alveolar/drug effects , Macrophages, Alveolar/microbiology , Male , Mice, Inbred C57BL , Oxidative Stress/drug effects , Polymorphism, Single Nucleotide/genetics , THP-1 Cells , Transplant Recipients , Virulence/drug effects , Young Adult
12.
Fungal Genet Biol ; 151: 103470, 2021 06.
Article in English | MEDLINE | ID: mdl-32979514

ABSTRACT

Calcium signalling plays a fundamental role in fungal intracellular signalling. Previous approaches (fluorescent dyes, bioluminescent aequorin, genetically encoded cameleon probes) with imaging rapid subcellular changes in cytosolic free calcium ([Ca2+]c) in fungal cells have produced inconsistent results. Recent data obtained with new fluorescent, genetically encoded GCaMP probes, that are very bright, have resolved this problem. Here, exposing conidia or conidial germlings to high external Ca2+, as an example of an external stressor, induced very dramatic, rapid and dynamic [Ca2+]c changes with localized [Ca2+]c transients and waves. Considerable heterogeneity in the timing of Ca2+ responses of different spores/germlings within the cell population was observed.


Subject(s)
Aspergillus fumigatus/metabolism , Calcium/metabolism , Fluorescent Dyes/metabolism , Genes, Reporter , Calcium Signaling , Calmodulin/genetics , Calmodulin/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Molecular Probes , Myosin-Light-Chain Kinase/genetics , Myosin-Light-Chain Kinase/metabolism , Spores, Fungal/metabolism
13.
Med Mycol ; 59(1): 7-13, 2021 Jan 04.
Article in English | MEDLINE | ID: mdl-32944768

ABSTRACT

The origin of isolates routinely used by the community of Aspergillus fumigatus researchers is periodically a matter of intense discussion at our centre, as the construction of recombinant isolates have sometimes followed convoluted routes, the documentation describing their lineages is fragmented, and the nomenclature is confusing. As an aide memoir, not least for our own benefit, we submit the following account and tabulated list of strains (Table 1) in an effort to collate all of the relevant information in a single, easily accessible document. To maximise the accuracy of this record we have consulted widely amongst the community of Medical Mycologists using these strains. All the strains described are currently available from one of these organisations, namely the Fungal Genetics Stock Centre (FGSC), FungiDB, Ensembl Fungi and The National Collection of Pathogenic Fungi (NCPF) at Public Health England. Display items from this manuscript are also featured on FungiDB. LAY ABSTRACT: We present a concise overview on the definition, origin and unique genetic makeup of the Aspergillus fumigatus isolates routinely in use by the fungal research community, to aid researchers to describe past and new strains and the experimental differences observed more accurately.


Subject(s)
Aspergillus fumigatus/classification , Aspergillus fumigatus/genetics , Biological Evolution , Genotype , Phylogeny , Genetic Variation , Humans
14.
Fungal Genet Biol ; 145: 103479, 2020 12.
Article in English | MEDLINE | ID: mdl-33122116

ABSTRACT

Aspergillus fumigatus is a saprophytic fungal pathogen that is the cause of more than 300,000 life-threatening infections annually. Our understanding of pathogenesis and factors contributing to disease progression are limited. Development of rapid and versatile gene editing methodologies for A. fumigatus is essential. CRISPR-Cas9 mediated transformation has been widely used as a novel genome editing tool and has been used for a variety of editing techniques, such as protein tagging, gene deletions and site-directed mutagenesis in A. fumigatus. However, successful genome editing relies on time consuming, multi-step cloning procedures paired with the use of selection markers, which can result in a metabolic burden for the host and/or unintended transcriptional modifications at the site of integration. We have used an in vitro CRISPR-Cas9 assembly methodology to perform selection-free genome editing, including epitope tagging of proteins and site-directed mutagenesis. The repair template used during this transformation use 50 bp micro-homology arms and can be generated with a single PCR reaction or by purchasing synthesised single stranded oligonucleotides, decreasing the time required for complex construct synthesis.


Subject(s)
Aspergillus fumigatus/genetics , Epitopes/genetics , Mutagenesis, Site-Directed , Mycoses/genetics , Aspergillus fumigatus/pathogenicity , CRISPR-Cas Systems/genetics , Fungal Proteins/genetics , Gene Editing/trends , Humans , Mycoses/microbiology
15.
mBio ; 11(5)2020 10 13.
Article in English | MEDLINE | ID: mdl-33051366

ABSTRACT

There is an urgent need to develop novel antifungals to tackle the threat fungal pathogens pose to human health. Here, we have performed a comprehensive characterization and validation of the promising target methionine synthase (MetH). We show that in Aspergillus fumigatus the absence of this enzymatic activity triggers a metabolic imbalance that causes a reduction in intracellular ATP, which prevents fungal growth even in the presence of methionine. Interestingly, growth can be recovered in the presence of certain metabolites, which shows that metH is a conditionally essential gene and consequently should be targeted in established infections for a more comprehensive validation. Accordingly, we have validated the use of the tetOFF genetic model in fungal research and improved its performance in vivo to achieve initial validation of targets in models of established infection. We show that repression of metH in growing hyphae halts growth in vitro, which translates into a beneficial effect when targeting established infections using this model in vivo Finally, a structure-based virtual screening of methionine synthases reveals key differences between the human and fungal structures and unravels features in the fungal enzyme that can guide the design of novel specific inhibitors. Therefore, methionine synthase is a valuable target for the development of new antifungals.IMPORTANCE Fungal pathogens are responsible for millions of life-threatening infections on an annual basis worldwide. The current repertoire of antifungal drugs is very limited and, worryingly, resistance has emerged and already become a serious threat to our capacity to treat fungal diseases. The first step to develop new drugs is often to identify molecular targets in the pathogen whose inhibition during infection can prevent its growth. However, the current models are not suitable to validate targets in established infections. Here, we have characterized the promising antifungal target methionine synthase in great detail, using the prominent fungal pathogen Aspergillus fumigatus as a model. We have uncovered the underlying reason for its essentiality and confirmed its druggability. Furthermore, we have optimized the use of a genetic system to show a beneficial effect of targeting methionine synthase in established infections. Therefore, we believe that antifungal drugs to target methionine synthase should be pursued and additionally, we provide a model that permits gaining information about the validity of antifungal targets in established infections.


Subject(s)
5-Methyltetrahydrofolate-Homocysteine S-Methyltransferase/antagonists & inhibitors , 5-Methyltetrahydrofolate-Homocysteine S-Methyltransferase/genetics , Aspergillus fumigatus/enzymology , Aspergillus fumigatus/genetics , Animals , Disease Models, Animal , Genes, Essential , Invasive Pulmonary Aspergillosis , Larva/microbiology , Leukopenia , Male , Mice , Moths/microbiology , Virulence/genetics
16.
Nat Commun ; 11(1): 427, 2020 01 22.
Article in English | MEDLINE | ID: mdl-31969561

ABSTRACT

The frequency of antifungal resistance, particularly to the azole class of ergosterol biosynthetic inhibitors, is a growing global health problem. Survival rates for those infected with resistant isolates are exceptionally low. Beyond modification of the drug target, our understanding of the molecular basis of azole resistance in the fungal pathogen Aspergillus fumigatus is limited. We reasoned that clinically relevant antifungal resistance could derive from transcriptional rewiring, promoting drug resistance without concomitant reductions in pathogenicity. Here we report a genome-wide annotation of transcriptional regulators in A. fumigatus and construction of a library of 484 transcription factor null mutants. We identify 12 regulators that have a demonstrable role in itraconazole susceptibility and show that loss of the negative cofactor 2 complex leads to resistance, not only to the azoles but also the salvage therapeutics amphotericin B and terbinafine without significantly affecting pathogenicity.


Subject(s)
Antifungal Agents/pharmacology , Aspergillus fumigatus/drug effects , Drug Resistance, Fungal , Fungal Proteins/metabolism , Amphotericin B/pharmacology , Aspergillus fumigatus/genetics , Aspergillus fumigatus/metabolism , Azoles/pharmacology , Fungal Proteins/genetics , Microbial Sensitivity Tests
17.
Front Microbiol ; 10: 2311, 2019.
Article in English | MEDLINE | ID: mdl-31649650

ABSTRACT

Pathogen-pathogen interactions in polymicrobial infections are known to directly impact, often to worsen, disease outcomes. For example, co-infection with Pseudomonas aeruginosa and Aspergillus fumigatus, respectively the most common bacterial and fungal pathogens isolated from cystic fibrosis (CF) airways, leads to a worsened prognosis. Recent studies of in vitro microbial cross-talk demonstrated that P. aeruginosa-derived volatile sulfur compounds (VSCs) can promote A. fumigatus growth in vitro. However, the mechanistic basis of such cross-talk and its physiological relevance during co-infection remains unknown. In this study we combine genetic approaches and GC-MS-mediated volatile analysis to show that A. fumigatus assimilates VSCs via cysteine (CysB)- or homocysteine (CysD)-synthase. This process is essential for utilization of VSCs as sulfur sources, since P. aeruginosa-derived VSCs trigger growth of A. fumigatus wild-type, but not of a ΔcysBΔcysD mutant, on sulfur-limiting media. P. aeruginosa produces VSCs when infecting Galleria mellonella and co-infection with A. fumigatus in this model results in a synergistic increase in mortality and of fungal and bacterial burdens. Interestingly, the increment in mortality is much greater with the A. fumigatus wild-type than with the ΔcysBΔcysD mutant. Therefore, A. fumigatus' ability to assimilate P. aeruginosa derived VSCs significantly triggers a synergistic association that increases the pathobiology of infection. Finally, we show that P. aeruginosa can promote fungal growth when growing on substrates that resemble the lung environment, which suggests that this volatile based synergism is likely to occur during co-infection of the human respiratory airways.

18.
Int J Biostat ; 16(1)2019 07 25.
Article in English | MEDLINE | ID: mdl-31343979

ABSTRACT

We consider the situation where a temporal process is composed of contiguous segments with differing slopes and replicated noise-corrupted time series measurements are observed. The unknown mean of the data generating process is modelled as a piecewise linear function of time with an unknown number of change-points. We develop a Bayesian approach to infer the joint posterior distribution of the number and position of change-points as well as the unknown mean parameters. A-priori, the proposed model uses an overfitting number of mean parameters but, conditionally on a set of change-points, only a subset of them influences the likelihood. An exponentially decreasing prior distribution on the number of change-points gives rise to a posterior distribution concentrating on sparse representations of the underlying sequence. A Metropolis-Hastings Markov chain Monte Carlo (MCMC) sampler is constructed for approximating the posterior distribution. Our method is benchmarked using simulated data and is applied to uncover differences in the dynamics of fungal growth from imaging time course data collected from different strains. The source code is available on CRAN.


Subject(s)
Biostatistics , Growth , Models, Statistical , Computer Simulation , Fungi/growth & development , Markov Chains , Monte Carlo Method
19.
FEMS Microbiol Rev ; 43(2): 145-161, 2019 03 01.
Article in English | MEDLINE | ID: mdl-30657899

ABSTRACT

Intracellular occupancy of the respiratory epithelium is a useful pathogenic strategy facilitating microbial replication and evasion of professional phagocytes or circulating antimicrobial drugs. A less appreciated but growing body of evidence indicates that the airway epithelium also plays a crucial role in host defence against inhaled pathogens, by promoting ingestion and quelling of microorganisms, processes that become subverted to favour pathogen activities and promote respiratory disease. To achieve a deeper understanding of beneficial and deleterious activities of respiratory epithelia during antimicrobial defence, we have comprehensively surveyed all current knowledge on airway epithelial uptake of bacterial and fungal pathogens. We find that microbial uptake by airway epithelial cells (AECs) is a common feature of respiratory host-microbe interactions whose stepwise execution, and impacts upon the host, vary by pathogen. Amidst the diversity of underlying mechanisms and disease outcomes, we identify four key infection scenarios and use best-characterised host-pathogen interactions as prototypical examples of each. The emergent view is one in which effi-ciency of AEC-mediated pathogen clearance correlates directly with severity of disease outcome, therefore highlighting an important unmet need to broaden our understanding of the antimicrobial properties of respiratory epithelia and associated drivers of pathogen entry and intracellular fate.


Subject(s)
Bacterial Infections/immunology , Host-Pathogen Interactions/immunology , Mycoses/immunology , Respiratory Mucosa/microbiology , Apoptosis , Bacteria/pathogenicity , Bacterial Infections/microbiology , Bacterial Physiological Phenomena/immunology , Fungi/pathogenicity , Fungi/physiology , Humans , Microbial Interactions , Mycoses/microbiology , Respiratory Mucosa/immunology , Species Specificity
20.
Article in English | MEDLINE | ID: mdl-29610197

ABSTRACT

The antifungal drug 5-flucytosine (5FC), a derivative of the nucleobase cytosine, is licensed for the treatment of fungal diseases; however, it is rarely used as a monotherapeutic to treat Aspergillus infection. Despite being potent against other fungal pathogens, 5FC has limited activity against Aspergillus fumigatus when standard in vitro assays are used to determine susceptibility. However, in modified in vitro assays where the pH is set to pH 5, the activity of 5FC increases significantly. Here we provide evidence that fcyB, a gene that encodes a purine-cytosine permease orthologous to known 5FC importers, is downregulated at pH 7 and is the primary factor responsible for the low efficacy of 5FC at pH 7. We also uncover two transcriptional regulators that are responsible for the repression of fcyB and, consequently, mediators of 5FC resistance, the CCAAT binding complex (CBC) and the pH regulatory protein PacC. We propose that the activity of 5FC might be enhanced by the perturbation of factors that repress fcyB expression, such as PacC or other components of the pH-sensing machinery.


Subject(s)
Antifungal Agents/pharmacology , Aspergillus fumigatus/drug effects , Flucytosine/pharmacology , Fungal Proteins/metabolism , Transcription Factors/metabolism , Aspergillus fumigatus/metabolism , Drug Resistance, Fungal/genetics , Fungal Proteins/genetics , Hydrogen-Ion Concentration , Microbial Sensitivity Tests , Transcription Factors/genetics
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