Biology subjects

Billmyre, R. B.

Publications and source records attributed to Billmyre, R. B..

15 recordsLinked to original sources

bioRxiv2026

The pangenome of the human fungal pathogen Cryptococcus neoformans reveals that subtelomeres are hotspots for gene content variation

Cryptococcus neoformans is a human fungal pathogen that causes cryptococcal meningitis, primarily in individuals with advanced HIV disease. The C. neoformans species is composed of four unique molecular types: VNI, VNII, VNBI, and VNBII, with thousands of global isolates within these groups. While previous descriptions of these molecular types have focused on nucleotide divergence between shared genes, there has been limited examination of variation in gene content between isolates. Here, we define the genome content diversity within a collection of 383 C. neoformans isolates spanning all four molecular types. To do so, we constructed a pangenome through de novo assembly and annotation of short-read Illumina sequences. We defined 6,564 representative ortholog groups of the predicted proteins leveraging high-quality data from reference strain H99. We classified ortholog groups as either core (93.8%) or accessory (6.2%) based on their presence across the species. We next used long-read assemblies for a subset of our isolates to define the predicted accuracy of our classifications and account for errors in assembly or annotation of short-read sequences. We determined that while a subset of accessory genes are segregating across the entire species, many accessory genes are found only within specific molecular types, suggesting limited gene flow between groups. Additionally, we found many accessory genes are poorly conserved within the C. neoformans species but share high sequence similarity to genes found in related Cryptococcaceae species, suggesting horizontal gene transfer. We also found that accessory genes were enriched within subtelomeric regions, implicating the subtelomeres in gene content variation between isolates. We show examples of accessory genes located within subtelomeres of C. neoformans isolates that were conserved with subtelomeric proteins of other Cryptococcaceae species. Our pangenomic analysis of C. neoformans gives species-level insights into its biology, potentially illuminating genetic contributions to pathogenesis.

microbiology↗

bioRxiv2026

Pericentromeric repeat copy number tunes heterochromatin dosage to control chromosome segregation and gene expression in fission yeast

Centromeres are essential for chromosome segregation, yet in many genomes they are composed entirely of rapidly evolving repetitive DNA, embedded in other repetitive DNA that forms pericentromeric heterochromatin. Due to the difficulties of manipulating these repeat-rich regions, how the relative size of pericentromeric repeat regions influences chromosome segregation remains an open question. Here, we take advantage of the tractable Schizosaccharomyces pombe system by combining population-level analysis, complete long-read assemblies, and engineered near-isogenic strains to test how pericentromeric repeat copy number affects chromosome biology in its native context. We find that pericentromeric dh/dg arrays on chromosome 3 vary almost tenfold in size among natural S. pombe isolates, ranging from 35 to 265 kb. We converted this natural diversity into an experimental system of nearly isogenic strains that primarily differ in pericentromere size (35 to >350 kb). We found that pericentromere size does not alter baseline growth under standard conditions. However, larger pericentromeres alter transcriptional output and sensitize cells to spindle stress. We show that this spindle-stress phenotype depends on heterochromatin: loss of the H3K9 methyltransferase Clr4 abolishes size-dependent differences, whereas artificial targeting of the Chromosomal Passenger Complex to heterochromatin partially rescues the defect. Thus, we find that larger pericentromeres act as sinks for limiting regulatory factors, weakening their effective concentration at centromeres and compromising faithful chromosome segregation under stress. These results establish that naturally occurring copy-number variation within repetitive pericentromeric DNA is not merely noise, but a functional source of variation in chromosome segregation and gene regulation. Our work provides an experimentally tractable framework for understanding how repeat expansion in centromere-proximal heterochromatin influences chromosome behavior across eukaryotes.

genetics↗

bioRxiv2024

Saturation transposon mutagenesis enables genome-wide identification of genes required for growth and fluconazole resistance in the human fungal pathogen Cryptococcus neoformans

Fungi can cause devastating invasive infections, typically in immunocompromised patients. Treatment is complicated both by the evolutionary similarity between humans and fungi and by the frequent emergence of drug resistance. Studies in fungal pathogens have long been slowed by a lack of high-throughput tools and community resources that are common in model organisms. Here we demonstrate a high-throughput transposon mutagenesis and sequencing (TN-seq) system in Cryptococcus neoformans that enables genome-wide determination of gene essentiality. We employed a random forest machine learning approach to classify the Cryptococcus neoformans genome as essential or nonessential, predicting 1,465 essential genes, including 302 that lack human orthologs. These genes are ideal targets for new antifungal drug development. TN-seq also enables genome-wide measurement of the fitness contribution of genes to phenotypes of interest. As proof of principle, we demonstrate the genome-wide contribution of genes to growth in fluconazole, a clinically used antifungal. We show a novel role for the well-studied RIM101 pathway in fluconazole susceptibility. We also show that 5 insertions of transposons can drive sensitization of essential genes, enabling screenlike assays of both essential and nonessential components of the genome. Using this approach, we demonstrate a role for mitochondrial function in fluconazole sensitivity, such that tuning down many essential mitochondrial genes via 5 insertions can drive resistance to fluconazole. Our assay system will be valuable in future studies of C. neoformans, particularly in examining the consequences of genotypic diversity.

microbiology↗

bioRxiv2023

CryptoCEN: A Co-Expression Network for Cryptococcus neoformans reveals novel proteins involved in DNA damage repair

Elucidating gene function is a major goal in biology, especially among non-model organisms. However, doing so is complicated by the fact that molecular conservation does not always mirror functional conservation, and that complex relationships among genes are responsible for encoding pathways and higher-order biological processes. Co-expression, a promising approach for predicting gene function, relies on the general principal that genes with similar expression patterns across multiple conditions will likely be involved in the same biological process. For Cryptococcus neoformans, a prevalent human fungal pathogen greatly diverged from model yeasts, approximately 60% of the predicted genes in the genome lack functional annotations. Here, we leveraged a large amount of publicly available transcriptomic data to generate a C. neoformans Co-Expression Network (CryptoCEN), successfully recapitulating known protein networks, predicting gene function, and enabling insights into the principles influencing co-expression. With 100% predictive accuracy, we used CryptoCEN to identify 13 new DNA damage response genes, underscoring the utility of guilt-by-association for determining gene function. Overall, co-expression is a powerful tool for uncovering gene function, and decreases the experimental tests needed to identify functions for currently under-annotated genes.

genetics↗

bioRxiv2022

The wtf meiotic driver gene family has unexpectedly persisted for over 100 million years

Meiotic drivers are selfish elements that bias their own transmission into more than half of the viable progeny produced by a driver+/driver- heterozygote. Meiotic drivers are thought to exist for relatively short evolutionary timespans because a driver gene or gene family is often found in a single species or in a group of very closely related species. Additionally, drivers are generally considered doomed to extinction when they spread to fixation or when suppressors arise. In this study, we examine the evolutionary history of the wtf meiotic drivers first discovered in the fission yeast Schizosaccharomyces pombe. We identify homologous genes in three other fission yeast species S. octosporus, S. osmophilus, and S. cryophilus, which are estimated to have diverged over 100 million years ago from the S. pombe lineage. Synteny evidence supports that wtf genes were present in the common ancestor of these four species. Moreover, the ancestral genes were likely drivers as wtf genes in S. octosporus cause meiotic drive. Our findings indicate that active meiotic drive systems can be maintained for long evolutionary timespans.

evolutionary biology↗

bioRxiv2021

Genome-wide identification of sexual-reproduction genes in fission yeast via transposon-insertion sequencing

Many genes required for sexual reproduction remain to be identified. Moreover, many of the genes that are known have been characterized in distinct experiments using different conditions, which complicates understanding the relative contributions of genes to sex. To address these challenges, we developed an assay in Schizosaccharomyces pombe that couples transposon mutagenesis with high-throughput sequencing (TN-seq) to quantitatively measure the fitness contribution of nonessential genes across the genome to sexual reproduction. This approach identified 532 genes that contribute to sex, including more than 200 that were not previously annotated to be involved in the process, of which more than 150 have orthologs in vertebrates. Among our verified hits was an uncharacterized gene, ifs1 (important for sex), that is required for spore viability. In two other hits, plb1 and alg9, we observed a novel mutant phenotype of poor spore health wherein viable spores are produced, but the spores exhibit low fitness and are rapidly outcompeted by wildtype. Finally, we fortuitously discovered that a gene previously thought to be essential, sdg1 (social distancing gene), is instead required for growth at low cell densities. Our assay will be valuable in further studies of sexual reproduction in S. pombe and identifies multiple candidate genes that could contribute to sexual reproduction in other eukaryotes, including humans.

genetics↗

bioRxiv2021

Diverse mating phenotypes impact the spread of wtf meiotic drivers in S. pombe

Meiotic drivers are genetic loci that break Mendels law of segregation to be transmitted into more than half of the offspring produced by a heterozygote. The success of a driver relies on outcrossing because drivers gain their advantage in heterozygotes. It is, therefore, curious that Schizosaccharomyces pombe, a species reported to rarely outcross, harbors many meiotic drivers. To address this paradox, we measured mating phenotypes in S. pombe natural isolates. We found that the propensity to inbreed varies between natural isolates and can be affected both by cell density and by the available sexual partners. Additionally, we found that the observed level of inbreeding slows, but does not prevent, the spread of a wtf meiotic driver in the absence of additional fitness costs. These analyses reveal parameters critical to understanding the evolution of S. pombe and help explain the success of meiotic drivers in this species.

evolutionary biology↗

bioRxiv2019

A novel resistance pathway for calcineurin inhibitors in the human pathogenic Mucorales Mucor circinelloides

Mucormycosis is an emerging lethal fungal infection in immunocompromised patients. Mucor circinelloides is a causal agent of mucormycosis and serves as a model system to understand genetics in Mucorales. Calcineurin is a conserved virulence factor in many pathogenic fungi and calcineurin inhibition or deletion of the calcineurin regulatory subunit (CnbR) in Mucor results in a shift from hyphal to yeast growth. We analyzed thirty-six calcineurin inhibitor resistant or bypass mutants that exhibited hyphal growth in the presence of calcineurin inhibitors or in the yeast-locked cnbR{Delta} mutant background without carrying any mutations in known calcineurin components. We found that a majority of the mutants had altered sequence in a gene, named here bycA (bypass of calcineurin A). bycA encodes an amino acid permease. We verified that both bycA{Delta}, and the bycA{Delta} cnbR{Delta} double mutant are resistant to the calcineurin inhibitor FK506, thereby demonstrating a novel resistance mechanism against calcineurin inhibitors. We also found that the expression of bycA was significantly higher in the wild type strain treated with FK506 and in the cnbR{Delta} mutants, but significantly lower in the wild type without FK506. These findings suggest that bycA is a negative regulator of hyphal growth and/or a positive regulator of yeast growth in Mucor and calcineurin suppresses the bycA gene at the mRNA level to promote hyphal growth. BycA is involved in the Mucor hyphal-yeast transition as our data demonstrates a positive correlation between bycA expression, protein kinase A activity, and Mucor yeast-growth. Also calcineurin, independent of its role in morphogenesis, contributes to virulence traits including phagosome maturation blockade, host cell damages, and pro-angiogenic growth factor induction during interactions with hosts. ImportanceMucor is intrinsically resistant to most known antifungals, which makes mucormycosis treatment challenging. Calcineurin is a serine/threonine phosphatase widely conserved across eukaryotes. When calcineurin function is inhibited in Mucor, growth shifts to a less-virulent yeast growth form which makes calcineurin an attractive target for development of new antifungal drugs. Previously we identified two distinct mechanisms through which Mucor can become resistant to calcineurin inhibitors involving Mendelian mutations in the gene for FKBP12, calcineurin A or B subunits and epimutations silencing the FKBP12 gene. Here, we identified a third novel mechanism where loss of function mutations in the amino acid permease encoding the bycA gene contribute to resistance against calcineurin inhibitors. When calcineurin activity is absent, BycA can activate PKA to promote yeast growth via a cAMP-independent pathway. Our data also shows that calcineurin activity, primarily contributes to host - pathogen interactions in the pathogenesis of Mucor.

microbiology↗

bioRxiv2019

Hypermutation in Cryptococcus reveals anovel pathway to 5-fluorocytosine (5FC) resistance

Drug resistance is a critical challenge in treating infectious disease. For fungal infections, this issue is exacerbated by the limited number of available and effective antifungal agents. Patients infected with the fungal pathogen Cryptococcus are most effectively treated with a combination of amphotericin B and 5-fluorocytosine (5FC). Isolates causing infections frequently develop resistance to 5FC although the mechanism of this resistance is poorly understood. Here we show that resistance is acquired more frequently in isolates with defects in DNA mismatch repair that confer an elevated mutation rate. Natural isolates of Cryptococcus with mismatch repair defects have recently been described and defective mismatch repair has been reported in other pathogenic fungi. In addition, whole genome sequencing was utilized to identify mutations associated with 5FC resistance in vitro. Using a combination of candidate-based Sanger and whole genome Illumina sequencing, the presumptive genetic basis of resistance in 16 independent isolates was identified, including mutations in the known resistance genes FUR1 and FCY2, as well as a novel gene, UXS1. Mutations in UXS1 lead to accumulation of a metabolic intermediate that appears to suppress toxicity of both 5FC and its toxic derivative 5FU. Interestingly, while a UXS1 ortholog has not been identified in other fungi like Saccharomyces cerevisiae, where the mechanisms underlying 5FC and 5FU resistance were elucidated, a UXS1 ortholog is found in humans, suggesting that mutations in UXS1 in cancer cells may also play a role in resistance to 5FU when used during cancer chemotherapy in humans.

microbiology↗

bioRxiv2019

Genetic and genomic analyses reveal boundaries between species closely related to Cryptococcus pathogens

Speciation is a central mechanism of biological diversification. While speciation is well studied in plants and animals, in comparison, relatively little is known about speciation in fungi. One fungal model is the Cryptococcus genus, which is best known for the pathogenic Cryptococcus neoformans/Cryptococcus gattii species complex that causes over 200,000 new infections in humans annually. The closest non-human pathogenic relatives are the sibling species, Cryptococcus amylolentus and Tsuchiyaea wingfieldii. However, because relatively few isolates of each species are available, it is unclear whether they represent divergent lineages of the same species or different biological species. The recent isolation of an additional strain, preliminarily identified as T. wingfieldii, prompted us to reexamine this group as it may inform about the evolutionary processes underlying the diversification of both non-pathogenic and pathogenic Cryptococcus lineages. Using genomic data, we reappraised the phylogenetic relationship of the four available strains and confirmed the genetic separation of C. amylolentus and T. wingfieldii (now Cryptococcus wingfieldii), and revealed an additional cryptic species, for which the name Cryptococcus floricola is proposed. Comparison of full-length chromosome assemblies revealed approximately 6% pairwise sequence divergence between the three species, and identified significant genomic changes, including inversions as well as a reciprocal translocation that involved inter-centromeric ectopic recombination, which together likely impose significant barriers to genetic exchange. Using genetic crosses, we show that while C. wingfieldii cannot interbreed with any of the other strains, C. floricola can undergo sexual reproduction with C. amylolentus. However, most of the spores resulting from this cross were inviable, and many were sterile, indicating that the two species are genetically isolated through intrinsic post-zygotic barriers and possibly due to niche differentiation. Genome sequencing and analysis of the progeny demonstrated decreased recombination frequency during meiosis in heterospecific crosses compared to C. amylolentus conspecific crosses. This study advances our understanding of speciation in fungi and highlights the power of genomics in assisting our ability to correctly identify and discriminate fungal species. Author SummaryThe idea of species as discrete natural units seems rather intuitive for most people, just as cells are the basic units of life. However, when observing variation across a species range, boundaries can become blurred making it less than obvious when different populations evolve into separate species. Additionally, separate species can still interbreed, such as lions breeding with tigers to produce a liger or a tigon (depending on the paternal and maternal species of origin), but the resulting offspring is usually inviable or sterile, which in turn is evidence that the parents involved are distinct species. Therefore, what species are and how they originate is still an open question in evolutionary biology. While recent advances have been made in the fields of animal and plant speciation, many other important components of biological diversity, such as fungi, are still understudied. Genome sequencing is now providing new tools to address the genetic mechanisms that drive divergence and reproductive isolation between populations, including genetic incompatibilities, sequence divergence, and chromosomal rearrangements. Here we focus on the Cryptococcus amylolentus species complex, a non-pathogenic fungal lineage closely related to the human pathogenic Cryptococcus neoformans/Cryptococcus gattii complex. Using genetic and genomic analysis we reexamined the species boundaries of four available isolates within the C. amylolentus complex and revealed three genetically isolated species. The genomes of these species are ~6% divergent and exhibit chromosome rearrangements, including translocations and small-scale inversions. Although two of the species (C. amylolentus and newly described C. floricola) are still able to interbreed, the resulting hybrid progeny were mostly inviable, and many were sterile, indicating that barriers to reproduction have already been established. Our results will foster additional studies addressing the transitions between non-pathogenic and pathogenic Cryptococcus lineages.

evolutionary biology↗

bioRxiv2019

Broad antifungal resistance mediated by RNAi-dependent epimutation in the basal human fungal pathogen Mucor circinelloides

Mucormycosis - an emergent, deadly fungal infection - is difficult to treat, in part because the causative species demonstrate broad clinical antifungal resistance. However, the mechanisms underlying drug resistance in these infections remain poorly understood. Our previous work demonstrated that one major agent of mucormycosis, Mucor circinelloides, can develop resistance to the antifungal agents FK506 and rapamycin through a novel, transient RNA interference-dependent mechanism known as epimutation. Epimutations silence the drug target gene and are selected by drug exposure; the target gene is re-expressed and sensitivity is restored following passage without drug. This silencing process involves generation of small RNA (sRNA) against the target gene via core RNAi pathway proteins. To further elucidate the role of epimutation in the broad antifungal resistance of Mucor, epimutants were isolated that confer resistance to another antifungal agent, 5-fluoroorotic acid (5-FOA). We identified epimutant strains that exhibit resistance to 5-FOA without mutations in PyrF or PyrG, enzymes which convert 5-FOA into the active toxic form. Using sRNA hybridization as well as sRNA library analysis, we demonstrate that these epimutants harbor sRNA against either pyrF or pyrG, and further show that this sRNA is lost after reversion to drug sensitivity. We conclude that epimutation is a mechanism capable of targeting multiple genes, enabling Mucor to develop resistance to a variety of antifungal agents. Elucidation of the role of RNAi in epimutation affords a fuller understanding of mucormycosis. Furthermore, it improves our understanding of fungal pathogenesis and adaptation to stresses, including the evolution of drug resistance.

microbiology↗

bioRxiv2018

Roles for stress response and cell wall biosynthesis pathways in caspofungin tolerance in Cryptococcus neoformans

Limited antifungal diversity and availability are growing problems for the treatment of fungal infections in the face of increasing drug resistance. The echinocandins, one of the newest classes of antifungal drugs, inhibit production of a crucial cell wall component. However, these compounds do not effectively inhibit the growth of the opportunistic fungal pathogen Cryptococcus neoformans, despite potent inhibition of the target enzyme. We therefore performed a forward genetic screen to identify cellular processes that mediate the relative tolerance of this organism to the echinocandin drug, caspofungin. Through these studies, we identified 14 genetic mutants that enhance caspofungin antifungal activity. Rather than directly affecting caspofungin antifungal activity, these mutations seem to prevent the activation of various stress-induced compensatory cellular processes. For example, the pfa4{Delta} mutant has defects in the palmitoylation and localization of many of its target proteins, including the Ras GTPase and the Chs3 chitin synthase which are both required for caspofungin tolerance. Similarly, we have confirmed the link between caspofungin treatment and calcineurin signaling in this organism, but we suggest a deeper mechanism in which caspofungin tolerance is mediated by multiple pathways downstream of calcineurin function. Additionally, a partial loss-of-function mutant of a COP9 signalosome component results in a highly caspofungin-susceptible strain of C. neoformans. In summary, we describe here several pathways in C. neoformans that contribute to the complex caspofungin tolerance phenotype in this organism.

genetics↗

bioRxiv2018

Whole genome analysis illustrates global clonal population structure of the ubiquitous dermatophyte pathogen Trichophyton rubrum

Dermatophytes include fungal species that infect humans, as well as those which also infect other animals or only grow in the environment. The dermatophyte species Trichophyton rubrum is a frequent cause of skin infection in immunocompetent individuals. While members of the T. rubrum species complex have been further categorized based on various morphologies, the population structure and ability to undergo sexual reproduction are not well understood. In this study, we analyze a large set of T. rubrum and Trichophyton interdigitale isolates to examine mating types, evidence of mating, and genetic variation. We find that nearly all isolates of T. rubrum are of a single mating type, and that incubation with T. rubrum morphotype megninii isolates of the other mating type failed to induce sexual development. While the region around the mating type locus is characterized by a higher frequency of SNPs compared to other genomic regions, we find that the population is remarkably clonal, with highly conserved gene content, low levels of variation, and little evidence of recombination These results support a model of recent transition to asexual growth when this species specialized to growth on human hosts.\n\nData access: Genome sequence data is available in NCBI under the Umbrella BioProject PRJNA186851.

genetics↗

bioRxiv2017

A High Resolution Map of Meiotic Recombination in Cryptococcus Demonstrates Decreased Recombination in Unisexual Reproduction

Multiple species within the basidiomycete genus, Cryptococcus, cause cryptococcal disease. These species are estimated to affect nearly a quarter of a million people leading to approximately 180,000 mortalities, annually. Sexual repro-duction, which can occur between haploid yeasts of the same or opposite mating type, is a potentially important contributor to pathogenesis as recombination can generate novel genotypes and transgressive phenotypes. However, our quantitative understanding of recombination in this clinically important yeast is limited. Here we describe genome-wide estimates of recombination rates in Cryptococcus deneoformans and compare recombination between progeny from - unisexual and a- bisexual crosses. We find that offspring from bisexual crosses have modestly higher average rates of recombination than those derived from unisexual crosses. Recombination hot and cold spots across the C. deneoformans genome are also identified and are associated with increased GC content. Finally, we observed regions genome-wide with allele frequencies deviating from the expected parental ratio. These findings and observations advance our quantitative understanding of the genetic events that occur during sexual reproduction in C. deneoformans, and the impact that different forms of sexual reproduction are likely to have on genetic diversity in this important fungal pathogen.

genetics↗

bioRxiv2017

Natural mismatch repair mutations mediate phenotypic diversity and drug resistance in Cryptococcus deuterogattii

Pathogenic microbes confront a constant evolutionary conflict between the pressure to maintain genome stability and the need to adapt to mounting external stresses. Prokaryotes often respond with elevated mutation rates, but to date little evidence exists of stable eukaryotic hypermutators in nature. Whole genome resequencing of the human fungal pathogen Cryptococcus deuterogattii identified an outbreak lineage characterized by a nonsense mutation in MSH2. This defect in mismatch repair results in a moderate mutation rate increase in typical genes, and a larger increase in genes containing homopolymer runs. This allows facile inactivation of genes with coding homopolymer runs including FRR1, which encodes the target of the immunosuppresive antifungal drugs FK506 and rapamycin. Our study identifies a eukaryotic hypermutator lineage spread over two continents and suggests that pathogenic eukaryotic microbes may experience similar selection pressures on mutation rate as bacterial pathogens, particularly during long periods of clonal growth or while expanding into new environments.

genomics↗