Publications

2016

Lohse, Matthew B, Pisiwat Kongsomboonvech, Maria Madrigal, Aaron D Hernday, and Clarissa J Nobile. (2016) 2016. “Genome-Wide Chromatin Immunoprecipitation in Candida albicans and Other Yeasts”. Methods Mol Biol 1361: 161-84. https://doi.org/10.1007/978-1-4939-3079-1_10.
Chromatin immunoprecipitation experiments are critical to investigating the interactions between DNA and a wide range of nuclear proteins within a cell or biological sample. In this chapter we outline an optimized protocol for genome-wide chromatin immunoprecipitation that has been used successfully for several distinct morphological forms of numerous yeast species, and include an optimized method for amplification of chromatin immunoprecipitated DNA samples and hybridization to a high-density oligonucleotide tiling microarray. We also provide detailed suggestions on how to analyze the complex data obtained from these experiments.
Hernday, Aaron D, Matthew B Lohse, Clarissa J Nobile, Liron Noiman, Clement N Laksana, and Alexander D Johnson. 2016. “Ssn6 Defines a New Level of Regulation of White-Opaque Switching in Candida albicans and Is Required For the Stochasticity of the Switch”. MBio 7 (1): 01565-15. https://doi.org/10.1128/mBio.01565-15.
The human commensal and opportunistic pathogen Candida albicans can switch between two distinct, heritable cell types, named "white" and "opaque," which differ in morphology, mating abilities, and metabolic preferences and in their interactions with the host immune system. Previous studies revealed a highly interconnected group of transcriptional regulators that control switching between the two cell types. Here, we identify Ssn6, the C. albicans functional homolog of the Saccharomyces cerevisiae transcriptional corepressor Cyc8, as a new regulator of white-opaque switching. In a or α mating type strains, deletion of SSN6 results in mass switching from the white to the opaque cell type. Transcriptional profiling of ssn6 deletion mutant strains reveals that Ssn6 represses part of the opaque cell transcriptional program in white cells and the majority of the white cell transcriptional program in opaque cells. Genome-wide chromatin immunoprecipitation experiments demonstrate that Ssn6 is tightly integrated into the opaque cell regulatory circuit and that the positions to which it is bound across the genome strongly overlap those bound by Wor1 and Wor2, previously identified regulators of white-opaque switching. This work reveals the next layer in the white-opaque transcriptional circuitry by integrating a transcriptional regulator that does not bind DNA directly but instead associates with specific combinations of DNA-bound transcriptional regulators. IMPORTANCE: The most common fungal pathogen of humans, C. albicans, undergoes several distinct morphological transitions during interactions with its host. One such transition, between cell types named "white" and "opaque," is regulated in an epigenetic manner, in the sense that changes in gene expression are heritably maintained without any modification of the primary genomic DNA sequence. Prior studies revealed a highly interconnected network of sequence-specific DNA-binding proteins that control this switch. We report the identification of Ssn6, which defines an additional layer of transcriptional regulation that is critical for this heritable switch. Ssn6 is necessary to maintain the white cell type and to properly express the opaque cell transcriptional program. Ssn6 does not bind DNA directly but rather associates with specific combinations of DNA-bound transcriptional regulators to control the switch. This work is significant because it reveals a new level of regulation of an important epigenetic switch in the predominant fungal pathogen of humans.
Lohse, Matthew B, Iuliana Ene V, Veronica B Craik, Aaron D Hernday, Eugenio Mancera, Joachim Morschhäuser, Richard J Bennett, and Alexander D Johnson. 2016. “Systematic Genetic Screen for Transcriptional Regulators of the Candida albicans White-Opaque Switch”. Genetics 203 (4): 1679-92. https://doi.org/10.1534/genetics.116.190645.
The human fungal pathogen Candida albicans can reversibly switch between two cell types named "white" and "opaque," each of which is stable through many cell divisions. These two cell types differ in their ability to mate, their metabolic preferences and their interactions with the mammalian innate immune system. A highly interconnected network of eight transcriptional regulators has been shown to control switching between these two cell types. To identify additional regulators of the switch, we systematically and quantitatively measured white-opaque switching rates of 196 strains, each deleted for a specific transcriptional regulator. We identified 19 new regulators with at least a 10-fold effect on switching rates and an additional 14 new regulators with more subtle effects. To investigate how these regulators affect switching rates, we examined several criteria, including the binding of the eight known regulators of switching to the control region of each new regulatory gene, differential expression of the newly found genes between cell types, and the growth rate of each mutant strain. This study highlights the complexity of the transcriptional network that regulates the white-opaque switch and the extent to which switching is linked to a variety of metabolic processes, including respiration and carbon utilization. In addition to revealing specific insights, the information reported here provides a foundation to understand the highly complex coupling of white-opaque switching to cellular physiology.

2015

Horwitz, Andrew A, Jessica M Walter, Max G Schubert, Stephanie H Kung, Kristy Hawkins, Darren M Platt, Aaron D Hernday, et al. 2015. “Efficient Multiplexed Integration of Synergistic Alleles and Metabolic Pathways in Yeasts via CRISPR-Cas”. Cell Syst 1 (1): 88-96. https://doi.org/10.1016/j.cels.2015.02.001.
CRISPR-Cas genome engineering in yeast has relied on preparation of complex expression plasmids for multiplexed gene knockouts and point mutations. Here we show that co-transformation of a single linearized plasmid with multiple PCR-generated guide RNA (gRNA) and donor DNA cassettes facilitates high-efficiency multiplexed integration of point mutations and large constructs. This technique allowed recovery of marker-less triple-engineering events with 64% efficiency without selection for expression of all gRNAs. The gRNA cassettes can be easily made by PCR and delivered in any combination. We employed this method to rapidly phenotype up to five specific allele combinations and identify synergistic effects. To prototype a pathway for the production of muconic acid, we integrated six DNA fragments totaling 24 kb across three loci in naive Saccharomyces cerevisiae in a single transformation. With minor modifications, we integrated a similar pathway in Kluyveromyces lactis. The flexibility afforded by combinatorial gRNA delivery dramatically accelerates complex strain engineering for basic research and industrial fermentation.

2013

Lohse, Matthew B, Aaron D Hernday, Polly M Fordyce, Liron Noiman, Trevor R Sorrells, Victor Hanson-Smith, Clarissa J Nobile, Joseph L DeRisi, and Alexander D Johnson. 2013. “Identification and characterization of a previously undescribed family of sequence-specific DNA-binding domains”. Proc Natl Acad Sci U S A 110 (19): 7660-5. https://doi.org/10.1073/pnas.1221734110.
Sequence-specific DNA-binding proteins are among the most important classes of gene regulatory proteins, controlling changes in transcription that underlie many aspects of biology. In this work, we identify a transcriptional regulator from the human fungal pathogen Candida albicans that binds DNA specifically but has no detectable homology with any previously described DNA- or RNA-binding protein. This protein, named White-Opaque Regulator 3 (Wor3), regulates white-opaque switching, the ability of C. albicans to switch between two heritable cell types. We demonstrate that ectopic overexpression of WOR3 results in mass conversion of white cells to opaque cells and that deletion of WOR3 affects the stability of opaque cells at physiological temperatures. Genome-wide chromatin immunoprecipitation of Wor3 and gene expression profiling of a wor3 deletion mutant strain indicate that Wor3 is highly integrated into the previously described circuit regulating white-opaque switching and that it controls a subset of the opaque transcriptional program. We show by biochemical, genetic, and microfluidic experiments that Wor3 binds directly to DNA in a sequence-specific manner, and we identify the set of cis-regulatory sequences recognized by Wor3. Bioinformatic analyses indicate that the Wor3 family arose more recently in evolutionary time than most previously described DNA-binding domains; it is restricted to a small number of fungi that include the major fungal pathogens of humans. These observations show that new families of sequence-specific DNA-binding proteins may be restricted to small clades and suggest that current annotations—which rely on deep conservation—underestimate the fraction of genes coding for transcriptional regulators.
Hernday, Aaron D, Matthew B Lohse, Polly M Fordyce, Clarissa J Nobile, Joseph L DeRisi, and Alexander D Johnson. (2013) 2013. “Structure of the transcriptional network controlling white-opaque switching in Candida albicans”. Mol Microbiol 90 (1): 22-35. https://doi.org/10.1111/mmi.12329.
The human fungal pathogen Candida albicans can switch between two phenotypic cell types, termed ’white’ and ’opaque’. Both cell types are heritable for many generations, and the switch between the two types occurs epigenetically, that is, without a change in the primary DNA sequence of the genome. Previous work identified six key transcriptional regulators important for white-opaque switching: Wor1, Wor2, Wor3, Czf1, Efg1, and Ahr1. In this work, we describe the structure of the transcriptional network that specifies the white and opaque cell types and governs the ability to switch between them. In particular, we use a combination of genome-wide chromatin immunoprecipitation, gene expression profiling, and microfluidics-based DNA binding experiments to determine the direct and indirect regulatory interactions that form the switch network. The six regulators are arranged together in a complex, interlocking network with many seemingly redundant and overlapping connections. We propose that the structure (or topology) of this network is responsible for the epigenetic maintenance of the white and opaque states, the switching between them, and the specialized properties of each state.
Xie, Jing, Li Tao, Clarissa J Nobile, Yaojun Tong, Guobo Guan, Yuan Sun, Chengjun Cao, et al. (2013) 2013. “White-Opaque Switching in Natural MTLa α Isolates of Candida Albicans: Evolutionary Implications for Roles in Host Adaptation, Pathogenesis, and Sex”. PLoS Biol 11 (3): e1001525. https://doi.org/10.1371/journal.pbio.1001525.
Phenotypic transitions play critical roles in host adaptation, virulence, and sexual reproduction in pathogenic fungi. A minority of natural isolates of Candida albicans, which are homozygous at the mating type locus (MTL, a/a or α/α), are known to be able to switch between two distinct cell types: white and opaque. It is puzzling that white-opaque switching has never been observed in the majority of natural C. albicans strains that have heterozygous MTL genotypes (a/α), given that they contain all of the opaque-specific genes essential for switching. Here we report the discovery of white-opaque switching in a number of natural a/α strains of C. albicans under a condition mimicking aspects of the host environment. The optimal condition for white-to-opaque switching in a/α strains of C. albicans is to use N-acetylglucosamine (GlcNAc) as the sole carbon source and to incubate the cells in 5% CO2. Although the induction of white-to-opaque switching in a/α strains of C. albicans is not as robust as in MTL homozygotes in response to GlcNAc and CO2, opaque cells of a/α strains exhibit similar features of cellular and colony morphology to their MTL homozygous counterparts. Like MTL homozygotes, white and opaque cells of a/α strains differ in their behavior in different mouse infection models. We have further demonstrated that the transcriptional regulators Rfg1, Brg1, and Efg1 are involved in the regulation of white-to-opaque switching in a/α strains. We propose that the integration of multiple environmental cues and the activation and inactivation of a set of transcriptional regulators controls the expression of the master switching regulator WOR1, which determines the final fate of the cell type in C. albicans. Our discovery of white-opaque switching in the majority of natural a/α strains of C. albicans emphasizes its widespread nature and importance in host adaptation, pathogenesis, and parasexual reproduction.
Si, Haoyu, Aaron D Hernday, Matthew P Hirakawa, Alexander D Johnson, and Richard J Bennett. (2013) 2013. “Candida albicans white and opaque cells undergo distinct programs of filamentous growth”. PLoS Pathog 9 (3): e1003210. https://doi.org/10.1371/journal.ppat.1003210.
The ability to switch between yeast and filamentous forms is central to Candida albicans biology. The yeast-hyphal transition is implicated in adherence, tissue invasion, biofilm formation, phagocyte escape, and pathogenesis. A second form of morphological plasticity in C. albicans involves epigenetic switching between white and opaque forms, and these two states exhibit marked differences in their ability to undergo filamentation. In particular, filamentous growth in white cells occurs in response to a number of environmental conditions, including serum, high temperature, neutral pH, and nutrient starvation, whereas none of these stimuli induce opaque filamentation. Significantly, however, we demonstrate that opaque cells can undergo efficient filamentation but do so in response to distinct environmental cues from those that elicit filamentous growth in white cells. Growth of opaque cells in several environments, including low phosphate medium and sorbitol medium, induced extensive filamentous growth, while white cells did not form filaments under these conditions. Furthermore, while white cell filamentation is often enhanced at elevated temperatures such as 37°C, opaque cell filamentation was optimal at 25°C and was inhibited by higher temperatures. Genetic dissection of the opaque filamentation pathway revealed overlapping regulation with the filamentous program in white cells, including key roles for the transcription factors EFG1, UME6, NRG1 and RFG1. Gene expression profiles of filamentous white and opaque cells were also compared and revealed only limited overlap between these programs, although UME6 was induced in both white and opaque cells consistent with its role as master regulator of filamentation. Taken together, these studies establish that a program of filamentation exists in opaque cells. Furthermore, this program regulates a distinct set of genes and is under different environmental controls from those operating in white cells.

2012

Nobile, Clarissa J, Emily P Fox, Jeniel E Nett, Trevor R Sorrells, Quinn M Mitrovich, Aaron D Hernday, Brian B Tuch, David R Andes, and Alexander D Johnson. 2012. “A recently evolved transcriptional network controls biofilm development in Candida albicans”. Cell 148 (1-2): 126-38. https://doi.org/10.1016/j.cell.2011.10.048.
A biofilm is an organized, resilient group of microbes in which individual cells acquire properties, such as drug resistance, that are distinct from those observed in suspension cultures. Here, we describe and analyze the transcriptional network controlling biofilm formation in the pathogenic yeast Candida albicans, whose biofilms are a major source of medical device-associated infections. We have combined genetic screens, genome-wide approaches, and two in vivo animal models to describe a master circuit controlling biofilm formation, composed of six transcription regulators that form a tightly woven network with \~1,000 target genes. Evolutionary analysis indicates that the biofilm network has rapidly evolved: genes in the biofilm circuit are significantly weighted toward genes that arose relatively recently with ancient genes being underrepresented. This circuit provides a framework for understanding many aspects of biofilm formation by C. albicans in a mammalian host. It also provides insights into how complex cell behaviors can arise from the evolution of transcription circuits.

2010

Hernday, Aaron D, Suzanne M Noble, Quinn M Mitrovich, and Alexander D Johnson. (2010) 2010. “Genetics and molecular biology in Candida albicans”. Methods Enzymol 470: 737-58. https://doi.org/10.1016/S0076-6879(10)70031-8.
Candida albicans is an opportunistic fungal pathogen of humans. Although a normal part of our gastrointestinal flora, C. albicans has the ability to colonize nearly every human tissue and organ, causing serious, invasive infections. In this chapter we describe current methodologies used in molecular genetic studies of this organism. These techniques include rapid sequential gene disruption, DNA transformation, RNA isolation, epitope tagging, and chromatin immunoprecipitation. The ease of these techniques, combined with the high-quality C. albicans genome sequences now available, have greatly facilitated research into this important pathogen. Candida albicans is a normal resident of the human gastrointestinal tract; it is also the most common fungal pathogen of humans, causing both mucosal and systemic infections, particularly in immune compromised patients. C. albicans and Saccharomyces cerevisiae last shared a common ancestor more than 900 million years ago; in terms of conserved coding sequences, the two species are approximately as divergent as fish and humans. Although C. albicans and S. cerevisiae share certain core features, they also exhibit many significant differences. This is not surprising as C. albicans has the ability to survive in nearly every niche of a mammalian host, a property not shared by S. cerevisiae. Research into C. albicans is important in its own right, particularly with regards to its ability to cause disease in humans; in addition, comparison with S. cerevisiae can reveal important insights into evolutionary processes. Many of the methodologies developed for use in S. cerevisiae have been adapted for C. albicans, and we describe some of the most common. Although alternative procedures are described in the literature, we have found those described below to be the most convenient. Because the C. albicans parasexual cycle is cumbersome to use in the laboratory, genetics in this organism has been based almost entirely on directed mutations. Because the organism is diploid, creating a deletion mutant requires two rounds of gene disruption. We describe a rapid method for creating sequential disruptions, one which can be scaled up to create large collections of C. albicans deletion mutants. We also describe a series of additional techniques including DNA transformation, mRNA isolation, epitope tagging, and chromatin immunoprecipitation (ChIP). The ease of these techniques, combined with the high-quality C. albicans genome sequences now available, has greatly increased the quality and pace of research into this important pathogen.