Accessing the natural genetic diversity of species unveils hidden genetic traits, clarifies gene ... more Accessing the natural genetic diversity of species unveils hidden genetic traits, clarifies gene functions and allows the generalizability of laboratory findings to be assessed. One notable discovery made in natural isolates of Saccharomyces cerevisiae is that aneuploidy-an imbalance in chromosome copy numbers-is frequent 1,2 (around 20%), which seems to contradict the substantial fitness costs and transient nature of aneuploidy when it is engineered in the laboratory 3-5. Here we generate a proteomic resource and merge it with genomic 1 and transcriptomic 6 data for 796 euploid and aneuploid natural isolates. We find that natural and lab-generated aneuploids differ specifically at the proteome. In lab-generated aneuploids, some proteins-especially subunits of protein complexes-show reduced expression, but the overall protein levels correspond to the aneuploid gene dosage. By contrast, in natural isolates, more than 70% of proteins encoded on aneuploid chromosomes are dosage compensated, and average protein levels are shifted towards the euploid state chromosome-wide. At the molecular level, we detect an induction of structural components of the proteasome, increased levels of ubiquitination, and reveal an interdependency of protein turnover rates and attenuation. Our study thus highlights the role of protein turnover in mediating aneuploidy tolerance, and shows the utility of exploiting the natural diversity of species to attain generalizable molecular insights into complex biological processes. Assessing the natural diversity of species has the potential to uncover new genetic traits and gene functions. Moreover, natural isolate collections are increasingly powerful tools for probing reproducibility and the generalizability of experimental findings. In budding yeast, sequencing collections of natural isolates 1,2,7-9 revealed that around 20% of the isolates exhibit stable aneuploidies-imbalances in chromosome copy numbers. This finding contrasts with earlier studies of laboratory strains, in which aneuploidies were unstable and exacted fitness costs 3,5,10. The high natural prevalence implies that aneuploidies are beneficial, at least under some conditions, and that natural isolates have strategies to mitigate fitness costs 1,4. Indeed, aneuploidies can increase stress resistance and drug tolerance in yeast 11-16 , virulence and immune escape in protists 17 and malignancy, invasiveness and drug tolerance in human cancer cells 18-22. However, how cells mediate aneuploidy tolerance is not well understood. One potential mechanism is dosage compensation-the attenuation of altered gene dosage. Dosage compensation of either individual genes or whole chromosomes at the proteome level has been observed in tissue-cultured mammalian cancer cells and in pathogens such as Leishmania donovani 23-31. However, the diverging results obtained with two collections of lab-engineered aneuploid yeast strains have triggered a debate about whether dosage compensation is associated with aneuploidy across species, and have raised questions about which proteins are dosage compensated and through which mechanisms 3,5,10,32. One of these collections consists of 'synthetic' disomes, in which each haploid strain carries a duplication of one of the 16 S. cerevisiae chromosomes, maintained under selection 3. In these disomes, the gene dosage from a chromosome duplication yielded, on average, a twofold increase in mRNA and protein levels, but a fraction of proteins-namely, components of protein complexes-were attenuated specifically at the proteome level 3,10. The second collection of strains was produced by inducing the meiosis of triploid or pentaploid strains and subsequent selection for stable aneuploid progeny 5 .
Microbial communities are composed of cells of varying metabolic capacity, and regularly include ... more Microbial communities are composed of cells of varying metabolic capacity, and regularly include auxotrophs that lack essential metabolic pathways. Through analysis of auxotrophs for amino acid biosynthesis pathways in microbiome data derived from >12,000 natural microbial communities obtained as part of the Earth Microbiome Project (EMP), and study of auxotrophic-prototrophic interactions in self-establishing metabolically cooperating yeast communities (SeMeCos), we reveal a metabolically imprinted mechanism that links the presence of auxotrophs to an increase in metabolic interactions and gains in antimicrobial drug tolerance. As a consequence of the metabolic adaptations necessary to uptake specific metabolites, auxotrophs obtain altered metabolic flux distributions, export more metabolites and, in this way, enrich community environments in metabolites. Moreover, increased efflux activities reduce intracellular drug concentrations, allowing cells to grow in the presence of drug levels above minimal inhibitory concentrations. For example, we show that the antifungal action of azoles is greatly diminished in yeast cells that uptake metabolites from a metabolically enriched environment. Our results hence provide a mechanism that explains why cells are more robust to drug exposure when they interact metabolically.
Genetic background influences heterogeneity of adaptive response and genome stability during prol... more Genetic background influences heterogeneity of adaptive response and genome stability during prolonged antifungal drug exposure in Candida albicans Running title: Genetic background influences drug adaptation
Variation is the spice of life or, in the case of evolution, variation is the necessary material ... more Variation is the spice of life or, in the case of evolution, variation is the necessary material on which selection can act to enable adaptation. Karyotypic variation in ploidy (the number of homologous chromosome sets) and aneuploidy (imbalance in the number of chromosomes) are fundamentally different than other types of genomic variants. Karyotypic variation emerges through different molecular mechanisms than other mutational events, and unlike mutations that alter the genome at the base pair level, rapid reversion to the wild type chromosome number is often possible. Although karyotypic variation has long been noted and discussed by biologists, interest in the importance of karyotypic variants in evolutionary processes has spiked in recent years, and much remains to be discovered about how karyotypic variants are produced and subsequently selected.
bioRxiv (Cold Spring Harbor Laboratory), Apr 8, 2022
Aneuploidy, an imbalance in chromosome copy numbers, causes genetic disorders, and drives cancer ... more Aneuploidy, an imbalance in chromosome copy numbers, causes genetic disorders, and drives cancer progression, drug tolerance, and antimicrobial resistance. While aneuploidy can confer stress resistance, it is not well understood how cells overcome the fitness burden caused by aberrant chromosomal copy numbers. Studies using both systematically generated 1-5 and natural aneuploid yeasts 6-8 triggered an intense debate about the role of dosage compensation, concluding that aneuploidy is transmitted to the transcriptome and proteome without significant buffering at the chromosome-wide level, and is, at least in lab strains, associated with significant fitness costs. Conversely, systematic sequencing and phenotyping of large collections of natural isolates revealed that aneuploidy is frequent and has few-if any-fitness costs in nature 9. To address these discrepant findings at the proteomic level, we developed a platform that yields highly precise proteomic measurements across large numbers of genetically diverse samples, and applied it to natural isolates collected as part of the 1011 genomes project 9. For 613 of the isolates, we were able to match the proteomes to their corresponding transcriptomes and genomes, subsequently quantifying the effect of aneuploidy on gene expression by comparing 95 aneuploid with 518 euploid strains. We find, as in previous studies, that aneuploid gene dosage is not buffered chromosome-wide at the transcriptome level. Importantly, in the proteome, we detect an attenuation of aneuploidy by about 25% below the aneuploid gene dosage in natural yeast isolates. Furthermore, this chromosome-wide dosage compensation is associated with the ubiquitin-proteasome system (UPS), which is expressed at higher levels and has increased activity across natural aneuploid strains. Thus, through systematic exploration of the species-wide diversity of the yeast proteome, we shed light on a long-standing debate about the biology of aneuploids, revealing that aneuploidy tolerance is mediated through chromosome-wide dosage compensation at the proteome level. 2
Modern taxonomic classification is often based on phylogenetic analyses of a few molecular marker... more Modern taxonomic classification is often based on phylogenetic analyses of a few molecular markers, although single-gene studies are still common. However, the use of one or few molecular markers can lead to inaccurate inferences of species history and errors in classification. Here, we leverage genome-scale molecular phylogenetics (phylogenomics) of species and populations to reconstruct evolutionary relationships in a dense dataset of 711 fungal genomes from the biomedically and technologically important genusAspergillus. To do so, we generated a novel set of 1,362 high-quality molecular markers specific forAspergillusand provide profile Hidden Markov Models for each, facilitating others to use these molecular markers. Examination of the resulting genome-scale phylogeny: (1) helped resolve ongoing taxonomic controversies and identified new ones; (2) revealed extensive strain misidentification, underscoring the importance of population-level sampling in species classification; and ...
The Gordon Research Conference on CELLULAR & MOLECULAR FUNGAL BIOLOGY was held at Holderness Scho... more The Gordon Research Conference on CELLULAR & MOLECULAR FUNGAL BIOLOGY was held at Holderness School, Holderness New Hampshire, June 17 - 22, 2012. The 2012 Gordon Conference on Cellular and Molecular Fungal Biology (CMFB) will present the latest, cutting-edge research on the exciting and growing field of molecular and cellular aspects of fungal biology. Topics will range from yeast to filamentous fungi, from model systems to economically important organisms, and from saprophytes and commensals to pathogens of plants and animals. The CMFB conference will feature a wide range of topics including systems biology, cell biology and morphogenesis, organismal interactions, genome organisation and regulation, pathogenesis, energy metabolism, biomass production and population genomics. The Conference was well-attended with 136 participants. Gordon Research Conferences does not permit publication of meeting proceedings.
Antifungal drug tolerance is a response distinct from resistance, in which cells grow slowly abov... more Antifungal drug tolerance is a response distinct from resistance, in which cells grow slowly above the minimum inhibitory drug concentration (MIC). Here we found that the majority (69.2%) of 133Candida albicansclinical isolates, including standard lab strain SC5314, exhibitedtemperature-enhancedtolerance at 37°C and 39°C, and were not tolerant at 30°C. Other isolates were eitheralwaystolerant (23.3%) ornevertolerant (7.5%) at these three temperatures, suggesting that tolerance requires different physiological processes in different isolates. At supra-MIC fluconazole concentrations (8-128 μg/ml), tolerant colonies emerged rapidly at a frequency of ~10−3. In liquid passages over a broader range of fluconazole concentrations (0.25-128 μg/ml), tolerance emerged rapidly (within one passage) at supra-MIC concentrations. By contrast, resistance appeared at sub-MIC concentrations after 5 or more passages. Of 155 adaptors that evolved higher tolerance, all carried one of several recurrent an...
During mitosis, chromatin is condensed and organized into mitotic chromosomes. Condensation is cr... more During mitosis, chromatin is condensed and organized into mitotic chromosomes. Condensation is critical for genome stability and dynamics, yet the degree of condensation is significantly different between multicellular and single-cell eukaryotes. What is less clear is whether there is a minimum degree of chromosome condensation in unicellular eukaryotes. Here, we exploited two-photon microscopy to analyze chromatin condensation in live and fixed cells, enabling studies of some organisms that are not readily amenable to genetic modification. This includes the yeasts Saccharomyces cerevisiae, Schizosaccharomyces pombe, Kluyveromyces lactis, and Candida albicans, as well as a protist Trypanosoma brucei. We found that mitotic chromosomes in this range of species are condensed about 1.5-fold relative to interphase chromatin. In addition, we used two-photon microscopy to reveal that chromatin reorganization in interphase human hepatoma cells infected by the hepatitis C virus is decondense...
Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most... more Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most organisms are heme prototrophs, many microorganisms can utilize environmental heme as iron source. The pathogenic yeast Candida albicans can utilize host heme in the iron-poor host environment, using an extracellular cascade of soluble and anchored hemophores, and plasma membrane ferric reductase-like proteins. To gain additional insight into the C. albicans heme uptake pathway, we performed an unbiased genetic selection for mutants resistant to the toxic heme analog Ga3+-protoporphyrin IX at neutral pH, and a secondary screen for inability to utilize heme as iron source. Among the mutants isolated were the genes of the pH-responsive RIM pathway, and a zinc finger transcription factor related to S. cerevisiae HAP1. In the presence of hemin in the medium, C. albicans HAP1 is induced, the Hap1 protein is stabilized and Hap1-GFP localizes to the nucleus. In the hap1 mutant, cytoplasmic hem...
bioRxiv (Cold Spring Harbor Laboratory), Jun 22, 2022
Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most... more Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most organisms are heme prototrophs, many microorganisms can utilize environmental heme as iron source. The pathogenic yeast Candida albicans can utilize host heme in the iron-poor host environment, using an extracellular cascade of soluble anchored hemophores, and plasma membrane ferric reductase-like proteins. To gain additional insight into the C. albicans heme uptake pathway, we performed an unbiased genetic selection for mutants resistant to the toxic heme analog Ga 3+-protoporphyrin IX at neutral pH, and a secondary screen for inability to utilize heme as iron source. Among the mutants isolated were the genes of the pH-responsive RIM pathway, and a zinc finger transcription factor, HUF1. In the presence of hemin in the medium, HUF1 is induced, the Huf1 protein is stabilized and Huf1-GFP localizes to the nucleus. In the huf1 mutant, cytoplasmic heme levels are elevated, while influx of extracellular heme is lower. Gene expression analysis indicated that in the presence of extracellular hemin, Huf1 activates the heme oxygenase HMX1, which breaks down excess cytoplasmic heme, while at the same time it also activates all the known heme uptake genes. These results indicate that Huf1 is a heme-responsive transcription factor that plays a role both in cytoplasmic heme homeostasis and in utilization of extracellular heme. The induction of heme uptake genes by Huf1 under iron satiety indicates that preferential utilization of host heme can be a dietary strategy in a heme prototroph.
Candida albicans is an opportunistic human pathogen which represents a significant threat to huma... more Candida albicans is an opportunistic human pathogen which represents a significant threat to human health and is associated with substantial socio-economic burden. Current antifungal treatments fail at least in part because C. albicans can initiate a strong drug tolerance response, allowing cells to grow at concentrations above their minimal inhibitory concentration. Our goal is to better characterize this cytoprotective tolerance program at the molecular single cell level. We present here a nano-liter droplet-based fungal single cell transcriptomics platform capable of profiling thousands of individual C. albicans SC5314 cells in an efficient manner. Profiles of untreated cells partition into three transcriptional clusters with each highlighting a cell cycle checkpoint coupled with specific metabolic and stress responses, as perhaps expected. After just two days post-treatment with fluconazole, surviving cells bifurcate into two distinct subpopulations: the so-called α response inv...
Emergence of resistant bacteria during antimicrobial treatment is one of the most critical and un... more Emergence of resistant bacteria during antimicrobial treatment is one of the most critical and universal health threats. It is known that several stress-induced mutagenesis and heteroresistance mechanisms can enhance microbial adaptation to antibiotics. Here, we demonstrate that the pathogen Bartonella can undergo stress-induced mutagenesis despite the fact it lacks error-prone polymerases, the rpoS gene and functional UV-induced mutagenesis. We demonstrate that Bartonella acquire de novo single mutations during rifampicin exposure at suprainhibitory concentrations at a much higher rate than expected from spontaneous fluctuations. This is while exhibiting a minimal heteroresistance capacity. The emerged resistant mutants acquired a single rpoB mutation, whereas no other mutations were found in their whole genome. Interestingly, the emergence of resistance in Bartonella occurred only during gradual exposure to the antibiotic, indicating that Bartonella sense and react to the changing...
Due to the ever-expanding range of invasive medical procedures and treatments, invasive fungal in... more Due to the ever-expanding range of invasive medical procedures and treatments, invasive fungal infections now pose a serious global threat to many people living in an immunocompromised status. Like humans, fungi are eukaryotic, which significantly limits the number of unique antifungal targets; the current arsenal of antifungal agents is limited to just three frontline drug classes.
Background Candida auris is an emerging nosocomial pathogen that is resistant to Fluconazole and ... more Background Candida auris is an emerging nosocomial pathogen that is resistant to Fluconazole and variably susceptible to other systemic drug classes. Treatment with echinocandins has been recommended based on MICs in the susceptible range, but supporting in vivo data is lacking. Methods We tested the MIC of C. auris strains (n = 12) to fluconazole, voriconazole, posaconazole. anidulafungin, amphotericin B and flucytosine. Representative C. auris strains from Israel and South Africa, and a reference C. albicans strain were analysed using time–kill curve assays. Fungicidal activity was defined as reduction of ≥3 log from baseline CFU/ml. Response to caspofungin treatment was assessed in BALB/c mice immunosuppressed with cyclophosphamide and inoculated with 7 × 107C. auris cells by tail vein injection. Mice were treated from day +1 to day +7 with caspofungin (IP) at doses of 1 or 5 mg/kg and compared with sham-treated controls. Survival was assessed daily. Kaplan-Meier survival analyse...
F1000 - Post-publication peer review of the biomedical literature, 2019
Heteroresistance to fluconazole (FLC) in Cryptococcus is a transient adaptive resistance which is... more Heteroresistance to fluconazole (FLC) in Cryptococcus is a transient adaptive resistance which is lost upon release from the drug pressure. It is known that clones heteroresistant to FLC invariably contain disomic chromosomes, but how disomy is formed remains unclear. Previous reports suggested that the aneuploid heteroresistant colonies in Cryptococcus emerge from multinucleated cells, resembling the case in Candida albicans. Although a small number of cells containing multiple nuclei appear in a short time after FLC treatment, we provide evidence that the heteroresistant colonies in the presence of FLC arise from uninucleate cells without involving multinuclear/multimeric stages. We found that fidelity of chromosome segregation in mitosis plays an important role in regulation of FLC heteroresistance frequency in C. neoformans. Although FLC-resistant colonies occurred at a very low frequency, we were able to modulate the frequency of heteroresistance by overexpressing SMC1, which encodes a protein containing an SMC domain in chromosome segregation. Using time-lapse microscopy, we captured the entire process of colony formation from a single cell in the presence of FLC. All the multinucleated cells formed within a few hours of FLC exposure failed to multiply after a few cell divisions, and the cells able to proliferate to form colonies were all uninucleate without exception. Furthermore, no nuclear fusion event or asymmetric survival between mother and daughter cells, a hallmark of chromosome nondisjunction in haploid organisms, was observed. Therefore, the mechanisms of aneuploidy formation in C. neoformans appear different from most common categories of aneuploid formation known for yeasts. IMPORTANCE The gold standard of cryptococcosis treatment consists of induction therapy with amphotericin B followed by lifelong maintenance therapy with fluconazole (FLC). However, prolonged exposure to FLC induces the emergence of clones heteroresistant to azoles. All the heteroresistant clones thus far analyzed have been shown to be aneuploids, but how the aneuploid is formed remains unclear. Aneuploidy in fungi and other eukaryotic cells is known to result most commonly from chromosome missegregation during cell division due to defects in any one of the multiple components and processes that are required for the formation of two genetically identical daughter cells. Although formation of multinucleated cells has been observed in cells exposed to FLC, evidence for the emergence of drug-resistant aneuploid populations directly from such cells has been lacking. We show the evidence that the aneuploid in fluconazole-heteroresistant clones of Cryptococcus neoformans is derived neither from multinucleated cells nor from chromosome missegregation.
Accessing the natural genetic diversity of species unveils hidden genetic traits, clarifies gene ... more Accessing the natural genetic diversity of species unveils hidden genetic traits, clarifies gene functions and allows the generalizability of laboratory findings to be assessed. One notable discovery made in natural isolates of Saccharomyces cerevisiae is that aneuploidy-an imbalance in chromosome copy numbers-is frequent 1,2 (around 20%), which seems to contradict the substantial fitness costs and transient nature of aneuploidy when it is engineered in the laboratory 3-5. Here we generate a proteomic resource and merge it with genomic 1 and transcriptomic 6 data for 796 euploid and aneuploid natural isolates. We find that natural and lab-generated aneuploids differ specifically at the proteome. In lab-generated aneuploids, some proteins-especially subunits of protein complexes-show reduced expression, but the overall protein levels correspond to the aneuploid gene dosage. By contrast, in natural isolates, more than 70% of proteins encoded on aneuploid chromosomes are dosage compensated, and average protein levels are shifted towards the euploid state chromosome-wide. At the molecular level, we detect an induction of structural components of the proteasome, increased levels of ubiquitination, and reveal an interdependency of protein turnover rates and attenuation. Our study thus highlights the role of protein turnover in mediating aneuploidy tolerance, and shows the utility of exploiting the natural diversity of species to attain generalizable molecular insights into complex biological processes. Assessing the natural diversity of species has the potential to uncover new genetic traits and gene functions. Moreover, natural isolate collections are increasingly powerful tools for probing reproducibility and the generalizability of experimental findings. In budding yeast, sequencing collections of natural isolates 1,2,7-9 revealed that around 20% of the isolates exhibit stable aneuploidies-imbalances in chromosome copy numbers. This finding contrasts with earlier studies of laboratory strains, in which aneuploidies were unstable and exacted fitness costs 3,5,10. The high natural prevalence implies that aneuploidies are beneficial, at least under some conditions, and that natural isolates have strategies to mitigate fitness costs 1,4. Indeed, aneuploidies can increase stress resistance and drug tolerance in yeast 11-16 , virulence and immune escape in protists 17 and malignancy, invasiveness and drug tolerance in human cancer cells 18-22. However, how cells mediate aneuploidy tolerance is not well understood. One potential mechanism is dosage compensation-the attenuation of altered gene dosage. Dosage compensation of either individual genes or whole chromosomes at the proteome level has been observed in tissue-cultured mammalian cancer cells and in pathogens such as Leishmania donovani 23-31. However, the diverging results obtained with two collections of lab-engineered aneuploid yeast strains have triggered a debate about whether dosage compensation is associated with aneuploidy across species, and have raised questions about which proteins are dosage compensated and through which mechanisms 3,5,10,32. One of these collections consists of 'synthetic' disomes, in which each haploid strain carries a duplication of one of the 16 S. cerevisiae chromosomes, maintained under selection 3. In these disomes, the gene dosage from a chromosome duplication yielded, on average, a twofold increase in mRNA and protein levels, but a fraction of proteins-namely, components of protein complexes-were attenuated specifically at the proteome level 3,10. The second collection of strains was produced by inducing the meiosis of triploid or pentaploid strains and subsequent selection for stable aneuploid progeny 5 .
Microbial communities are composed of cells of varying metabolic capacity, and regularly include ... more Microbial communities are composed of cells of varying metabolic capacity, and regularly include auxotrophs that lack essential metabolic pathways. Through analysis of auxotrophs for amino acid biosynthesis pathways in microbiome data derived from >12,000 natural microbial communities obtained as part of the Earth Microbiome Project (EMP), and study of auxotrophic-prototrophic interactions in self-establishing metabolically cooperating yeast communities (SeMeCos), we reveal a metabolically imprinted mechanism that links the presence of auxotrophs to an increase in metabolic interactions and gains in antimicrobial drug tolerance. As a consequence of the metabolic adaptations necessary to uptake specific metabolites, auxotrophs obtain altered metabolic flux distributions, export more metabolites and, in this way, enrich community environments in metabolites. Moreover, increased efflux activities reduce intracellular drug concentrations, allowing cells to grow in the presence of drug levels above minimal inhibitory concentrations. For example, we show that the antifungal action of azoles is greatly diminished in yeast cells that uptake metabolites from a metabolically enriched environment. Our results hence provide a mechanism that explains why cells are more robust to drug exposure when they interact metabolically.
Genetic background influences heterogeneity of adaptive response and genome stability during prol... more Genetic background influences heterogeneity of adaptive response and genome stability during prolonged antifungal drug exposure in Candida albicans Running title: Genetic background influences drug adaptation
Variation is the spice of life or, in the case of evolution, variation is the necessary material ... more Variation is the spice of life or, in the case of evolution, variation is the necessary material on which selection can act to enable adaptation. Karyotypic variation in ploidy (the number of homologous chromosome sets) and aneuploidy (imbalance in the number of chromosomes) are fundamentally different than other types of genomic variants. Karyotypic variation emerges through different molecular mechanisms than other mutational events, and unlike mutations that alter the genome at the base pair level, rapid reversion to the wild type chromosome number is often possible. Although karyotypic variation has long been noted and discussed by biologists, interest in the importance of karyotypic variants in evolutionary processes has spiked in recent years, and much remains to be discovered about how karyotypic variants are produced and subsequently selected.
bioRxiv (Cold Spring Harbor Laboratory), Apr 8, 2022
Aneuploidy, an imbalance in chromosome copy numbers, causes genetic disorders, and drives cancer ... more Aneuploidy, an imbalance in chromosome copy numbers, causes genetic disorders, and drives cancer progression, drug tolerance, and antimicrobial resistance. While aneuploidy can confer stress resistance, it is not well understood how cells overcome the fitness burden caused by aberrant chromosomal copy numbers. Studies using both systematically generated 1-5 and natural aneuploid yeasts 6-8 triggered an intense debate about the role of dosage compensation, concluding that aneuploidy is transmitted to the transcriptome and proteome without significant buffering at the chromosome-wide level, and is, at least in lab strains, associated with significant fitness costs. Conversely, systematic sequencing and phenotyping of large collections of natural isolates revealed that aneuploidy is frequent and has few-if any-fitness costs in nature 9. To address these discrepant findings at the proteomic level, we developed a platform that yields highly precise proteomic measurements across large numbers of genetically diverse samples, and applied it to natural isolates collected as part of the 1011 genomes project 9. For 613 of the isolates, we were able to match the proteomes to their corresponding transcriptomes and genomes, subsequently quantifying the effect of aneuploidy on gene expression by comparing 95 aneuploid with 518 euploid strains. We find, as in previous studies, that aneuploid gene dosage is not buffered chromosome-wide at the transcriptome level. Importantly, in the proteome, we detect an attenuation of aneuploidy by about 25% below the aneuploid gene dosage in natural yeast isolates. Furthermore, this chromosome-wide dosage compensation is associated with the ubiquitin-proteasome system (UPS), which is expressed at higher levels and has increased activity across natural aneuploid strains. Thus, through systematic exploration of the species-wide diversity of the yeast proteome, we shed light on a long-standing debate about the biology of aneuploids, revealing that aneuploidy tolerance is mediated through chromosome-wide dosage compensation at the proteome level. 2
Modern taxonomic classification is often based on phylogenetic analyses of a few molecular marker... more Modern taxonomic classification is often based on phylogenetic analyses of a few molecular markers, although single-gene studies are still common. However, the use of one or few molecular markers can lead to inaccurate inferences of species history and errors in classification. Here, we leverage genome-scale molecular phylogenetics (phylogenomics) of species and populations to reconstruct evolutionary relationships in a dense dataset of 711 fungal genomes from the biomedically and technologically important genusAspergillus. To do so, we generated a novel set of 1,362 high-quality molecular markers specific forAspergillusand provide profile Hidden Markov Models for each, facilitating others to use these molecular markers. Examination of the resulting genome-scale phylogeny: (1) helped resolve ongoing taxonomic controversies and identified new ones; (2) revealed extensive strain misidentification, underscoring the importance of population-level sampling in species classification; and ...
The Gordon Research Conference on CELLULAR & MOLECULAR FUNGAL BIOLOGY was held at Holderness Scho... more The Gordon Research Conference on CELLULAR & MOLECULAR FUNGAL BIOLOGY was held at Holderness School, Holderness New Hampshire, June 17 - 22, 2012. The 2012 Gordon Conference on Cellular and Molecular Fungal Biology (CMFB) will present the latest, cutting-edge research on the exciting and growing field of molecular and cellular aspects of fungal biology. Topics will range from yeast to filamentous fungi, from model systems to economically important organisms, and from saprophytes and commensals to pathogens of plants and animals. The CMFB conference will feature a wide range of topics including systems biology, cell biology and morphogenesis, organismal interactions, genome organisation and regulation, pathogenesis, energy metabolism, biomass production and population genomics. The Conference was well-attended with 136 participants. Gordon Research Conferences does not permit publication of meeting proceedings.
Antifungal drug tolerance is a response distinct from resistance, in which cells grow slowly abov... more Antifungal drug tolerance is a response distinct from resistance, in which cells grow slowly above the minimum inhibitory drug concentration (MIC). Here we found that the majority (69.2%) of 133Candida albicansclinical isolates, including standard lab strain SC5314, exhibitedtemperature-enhancedtolerance at 37°C and 39°C, and were not tolerant at 30°C. Other isolates were eitheralwaystolerant (23.3%) ornevertolerant (7.5%) at these three temperatures, suggesting that tolerance requires different physiological processes in different isolates. At supra-MIC fluconazole concentrations (8-128 μg/ml), tolerant colonies emerged rapidly at a frequency of ~10−3. In liquid passages over a broader range of fluconazole concentrations (0.25-128 μg/ml), tolerance emerged rapidly (within one passage) at supra-MIC concentrations. By contrast, resistance appeared at sub-MIC concentrations after 5 or more passages. Of 155 adaptors that evolved higher tolerance, all carried one of several recurrent an...
During mitosis, chromatin is condensed and organized into mitotic chromosomes. Condensation is cr... more During mitosis, chromatin is condensed and organized into mitotic chromosomes. Condensation is critical for genome stability and dynamics, yet the degree of condensation is significantly different between multicellular and single-cell eukaryotes. What is less clear is whether there is a minimum degree of chromosome condensation in unicellular eukaryotes. Here, we exploited two-photon microscopy to analyze chromatin condensation in live and fixed cells, enabling studies of some organisms that are not readily amenable to genetic modification. This includes the yeasts Saccharomyces cerevisiae, Schizosaccharomyces pombe, Kluyveromyces lactis, and Candida albicans, as well as a protist Trypanosoma brucei. We found that mitotic chromosomes in this range of species are condensed about 1.5-fold relative to interphase chromatin. In addition, we used two-photon microscopy to reveal that chromatin reorganization in interphase human hepatoma cells infected by the hepatitis C virus is decondense...
Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most... more Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most organisms are heme prototrophs, many microorganisms can utilize environmental heme as iron source. The pathogenic yeast Candida albicans can utilize host heme in the iron-poor host environment, using an extracellular cascade of soluble and anchored hemophores, and plasma membrane ferric reductase-like proteins. To gain additional insight into the C. albicans heme uptake pathway, we performed an unbiased genetic selection for mutants resistant to the toxic heme analog Ga3+-protoporphyrin IX at neutral pH, and a secondary screen for inability to utilize heme as iron source. Among the mutants isolated were the genes of the pH-responsive RIM pathway, and a zinc finger transcription factor related to S. cerevisiae HAP1. In the presence of hemin in the medium, C. albicans HAP1 is induced, the Hap1 protein is stabilized and Hap1-GFP localizes to the nucleus. In the hap1 mutant, cytoplasmic hem...
bioRxiv (Cold Spring Harbor Laboratory), Jun 22, 2022
Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most... more Heme (iron-protoporphyrin IX) is an essential but potentially toxic cellular cofactor. While most organisms are heme prototrophs, many microorganisms can utilize environmental heme as iron source. The pathogenic yeast Candida albicans can utilize host heme in the iron-poor host environment, using an extracellular cascade of soluble anchored hemophores, and plasma membrane ferric reductase-like proteins. To gain additional insight into the C. albicans heme uptake pathway, we performed an unbiased genetic selection for mutants resistant to the toxic heme analog Ga 3+-protoporphyrin IX at neutral pH, and a secondary screen for inability to utilize heme as iron source. Among the mutants isolated were the genes of the pH-responsive RIM pathway, and a zinc finger transcription factor, HUF1. In the presence of hemin in the medium, HUF1 is induced, the Huf1 protein is stabilized and Huf1-GFP localizes to the nucleus. In the huf1 mutant, cytoplasmic heme levels are elevated, while influx of extracellular heme is lower. Gene expression analysis indicated that in the presence of extracellular hemin, Huf1 activates the heme oxygenase HMX1, which breaks down excess cytoplasmic heme, while at the same time it also activates all the known heme uptake genes. These results indicate that Huf1 is a heme-responsive transcription factor that plays a role both in cytoplasmic heme homeostasis and in utilization of extracellular heme. The induction of heme uptake genes by Huf1 under iron satiety indicates that preferential utilization of host heme can be a dietary strategy in a heme prototroph.
Candida albicans is an opportunistic human pathogen which represents a significant threat to huma... more Candida albicans is an opportunistic human pathogen which represents a significant threat to human health and is associated with substantial socio-economic burden. Current antifungal treatments fail at least in part because C. albicans can initiate a strong drug tolerance response, allowing cells to grow at concentrations above their minimal inhibitory concentration. Our goal is to better characterize this cytoprotective tolerance program at the molecular single cell level. We present here a nano-liter droplet-based fungal single cell transcriptomics platform capable of profiling thousands of individual C. albicans SC5314 cells in an efficient manner. Profiles of untreated cells partition into three transcriptional clusters with each highlighting a cell cycle checkpoint coupled with specific metabolic and stress responses, as perhaps expected. After just two days post-treatment with fluconazole, surviving cells bifurcate into two distinct subpopulations: the so-called α response inv...
Emergence of resistant bacteria during antimicrobial treatment is one of the most critical and un... more Emergence of resistant bacteria during antimicrobial treatment is one of the most critical and universal health threats. It is known that several stress-induced mutagenesis and heteroresistance mechanisms can enhance microbial adaptation to antibiotics. Here, we demonstrate that the pathogen Bartonella can undergo stress-induced mutagenesis despite the fact it lacks error-prone polymerases, the rpoS gene and functional UV-induced mutagenesis. We demonstrate that Bartonella acquire de novo single mutations during rifampicin exposure at suprainhibitory concentrations at a much higher rate than expected from spontaneous fluctuations. This is while exhibiting a minimal heteroresistance capacity. The emerged resistant mutants acquired a single rpoB mutation, whereas no other mutations were found in their whole genome. Interestingly, the emergence of resistance in Bartonella occurred only during gradual exposure to the antibiotic, indicating that Bartonella sense and react to the changing...
Due to the ever-expanding range of invasive medical procedures and treatments, invasive fungal in... more Due to the ever-expanding range of invasive medical procedures and treatments, invasive fungal infections now pose a serious global threat to many people living in an immunocompromised status. Like humans, fungi are eukaryotic, which significantly limits the number of unique antifungal targets; the current arsenal of antifungal agents is limited to just three frontline drug classes.
Background Candida auris is an emerging nosocomial pathogen that is resistant to Fluconazole and ... more Background Candida auris is an emerging nosocomial pathogen that is resistant to Fluconazole and variably susceptible to other systemic drug classes. Treatment with echinocandins has been recommended based on MICs in the susceptible range, but supporting in vivo data is lacking. Methods We tested the MIC of C. auris strains (n = 12) to fluconazole, voriconazole, posaconazole. anidulafungin, amphotericin B and flucytosine. Representative C. auris strains from Israel and South Africa, and a reference C. albicans strain were analysed using time–kill curve assays. Fungicidal activity was defined as reduction of ≥3 log from baseline CFU/ml. Response to caspofungin treatment was assessed in BALB/c mice immunosuppressed with cyclophosphamide and inoculated with 7 × 107C. auris cells by tail vein injection. Mice were treated from day +1 to day +7 with caspofungin (IP) at doses of 1 or 5 mg/kg and compared with sham-treated controls. Survival was assessed daily. Kaplan-Meier survival analyse...
F1000 - Post-publication peer review of the biomedical literature, 2019
Heteroresistance to fluconazole (FLC) in Cryptococcus is a transient adaptive resistance which is... more Heteroresistance to fluconazole (FLC) in Cryptococcus is a transient adaptive resistance which is lost upon release from the drug pressure. It is known that clones heteroresistant to FLC invariably contain disomic chromosomes, but how disomy is formed remains unclear. Previous reports suggested that the aneuploid heteroresistant colonies in Cryptococcus emerge from multinucleated cells, resembling the case in Candida albicans. Although a small number of cells containing multiple nuclei appear in a short time after FLC treatment, we provide evidence that the heteroresistant colonies in the presence of FLC arise from uninucleate cells without involving multinuclear/multimeric stages. We found that fidelity of chromosome segregation in mitosis plays an important role in regulation of FLC heteroresistance frequency in C. neoformans. Although FLC-resistant colonies occurred at a very low frequency, we were able to modulate the frequency of heteroresistance by overexpressing SMC1, which encodes a protein containing an SMC domain in chromosome segregation. Using time-lapse microscopy, we captured the entire process of colony formation from a single cell in the presence of FLC. All the multinucleated cells formed within a few hours of FLC exposure failed to multiply after a few cell divisions, and the cells able to proliferate to form colonies were all uninucleate without exception. Furthermore, no nuclear fusion event or asymmetric survival between mother and daughter cells, a hallmark of chromosome nondisjunction in haploid organisms, was observed. Therefore, the mechanisms of aneuploidy formation in C. neoformans appear different from most common categories of aneuploid formation known for yeasts. IMPORTANCE The gold standard of cryptococcosis treatment consists of induction therapy with amphotericin B followed by lifelong maintenance therapy with fluconazole (FLC). However, prolonged exposure to FLC induces the emergence of clones heteroresistant to azoles. All the heteroresistant clones thus far analyzed have been shown to be aneuploids, but how the aneuploid is formed remains unclear. Aneuploidy in fungi and other eukaryotic cells is known to result most commonly from chromosome missegregation during cell division due to defects in any one of the multiple components and processes that are required for the formation of two genetically identical daughter cells. Although formation of multinucleated cells has been observed in cells exposed to FLC, evidence for the emergence of drug-resistant aneuploid populations directly from such cells has been lacking. We show the evidence that the aneuploid in fluconazole-heteroresistant clones of Cryptococcus neoformans is derived neither from multinucleated cells nor from chromosome missegregation.
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Papers by Judith Berman