1
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Gulati M, Thomas JM, Ennis CL, Hernday AD, Rawat M, Nobile CJ. The bacillithiol pathway is required for biofilm formation in Staphylococcus aureus. Microb Pathog 2024; 191:106657. [PMID: 38649100 DOI: 10.1016/j.micpath.2024.106657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 04/16/2024] [Accepted: 04/18/2024] [Indexed: 04/25/2024]
Abstract
Staphylococcus aureus is a major human pathogen that can cause infections that range from superficial skin and mucosal infections to life threatening disseminated infections. S. aureus can attach to medical devices and host tissues and form biofilms that allow the bacteria to evade the host immune system and provide protection from antimicrobial agents. To counter host-generated oxidative and nitrosative stress mechanisms that are part of the normal host responses to invading pathogens, S. aureus utilizes low molecular weight (LMW) thiols, such as bacillithiol (BSH). Additionally, S. aureus synthesizes its own nitric oxide (NO), which combined with its downstream metabolites may also protect the bacteria against specific host responses. We have previously shown that LMW thiols are required for biofilm formation in Mycobacterium smegmatis and Pseudomonas aeruginosa. Here, we show that the S. aureus bshC mutant strain, which is defective in the last step of the BSH pathway and lacks BSH, is impaired in biofilm formation. We also identify a possible S-nitrosobacillithiol reductase (BSNOR), similar in sequence to an S-nitrosomycothiol reductase found in M. smegmatis and show that the putative S. aureus bsnoR mutant strain has reduced levels of BSH and decreased biofilm formation. Our studies also show that NO plays an important role in biofilm formation and that acidified sodium nitrite severely reduces biofilm thickness. These studies provide insight into the roles of oxidative and nitrosative stress mechanisms on biofilm formation and indicate that BSH and NO are key players in normal biofilm formation in S. aureus.
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Affiliation(s)
- Megha Gulati
- Department of Molecular and Cell Biology, University of California Merced, Merced, CA, USA
| | - Jason M Thomas
- Department of Biology, California State University-Fresno, Fresno, CA, USA
| | - Craig L Ennis
- Department of Molecular and Cell Biology, University of California Merced, Merced, CA, USA; Quantitative and Systems Biology Graduate Program, University of California, Merced, CA, USA
| | - Aaron D Hernday
- Department of Molecular and Cell Biology, University of California Merced, Merced, CA, USA; Health Sciences Research Institute, University of California, Merced, CA, USA
| | - Mamta Rawat
- Department of Biology, California State University-Fresno, Fresno, CA, USA.
| | - Clarissa J Nobile
- Department of Molecular and Cell Biology, University of California Merced, Merced, CA, USA; Health Sciences Research Institute, University of California, Merced, CA, USA.
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2
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Li R, Rozum JC, Quail MM, Qasim MN, Sindi SS, Nobile CJ, Albert R, Hernday AD. Inferring gene regulatory networks using transcriptional profiles as dynamical attractors. PLoS Comput Biol 2023; 19:e1010991. [PMID: 37607190 PMCID: PMC10473541 DOI: 10.1371/journal.pcbi.1010991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 09/01/2023] [Accepted: 07/19/2023] [Indexed: 08/24/2023] Open
Abstract
Genetic regulatory networks (GRNs) regulate the flow of genetic information from the genome to expressed messenger RNAs (mRNAs) and thus are critical to controlling the phenotypic characteristics of cells. Numerous methods exist for profiling mRNA transcript levels and identifying protein-DNA binding interactions at the genome-wide scale. These enable researchers to determine the structure and output of transcriptional regulatory networks, but uncovering the complete structure and regulatory logic of GRNs remains a challenge. The field of GRN inference aims to meet this challenge using computational modeling to derive the structure and logic of GRNs from experimental data and to encode this knowledge in Boolean networks, Bayesian networks, ordinary differential equation (ODE) models, or other modeling frameworks. However, most existing models do not incorporate dynamic transcriptional data since it has historically been less widely available in comparison to "static" transcriptional data. We report the development of an evolutionary algorithm-based ODE modeling approach (named EA) that integrates kinetic transcription data and the theory of attractor matching to infer GRN architecture and regulatory logic. Our method outperformed six leading GRN inference methods, none of which incorporate kinetic transcriptional data, in predicting regulatory connections among TFs when applied to a small-scale engineered synthetic GRN in Saccharomyces cerevisiae. Moreover, we demonstrate the potential of our method to predict unknown transcriptional profiles that would be produced upon genetic perturbation of the GRN governing a two-state cellular phenotypic switch in Candida albicans. We established an iterative refinement strategy to facilitate candidate selection for experimentation; the experimental results in turn provide validation or improvement for the model. In this way, our GRN inference approach can expedite the development of a sophisticated mathematical model that can accurately describe the structure and dynamics of the in vivo GRN.
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Affiliation(s)
- Ruihao Li
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, California, United States of America
| | - Jordan C. Rozum
- Department of Systems Science and Industrial Engineering, Binghamton University (State University of New York), Binghamton, New York, United States of America
| | - Morgan M. Quail
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, California, United States of America
| | - Mohammad N. Qasim
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, California, United States of America
| | - Suzanne S. Sindi
- Department of Applied Mathematics, University of California, Merced, Merced, California, United States of America
| | - Clarissa J. Nobile
- Department of Molecular Cell Biology, University of California, Merced, Merced, California, United States of America
- Health Sciences Research Institute, University of California, Merced, Merced, California, United States of America
| | - Réka Albert
- Department of Physics, Pennsylvania State University, University Park, University Park, Pennsylvania, United States of America
- Department of Biology, Pennsylvania State University, University Park, University Park, Pennsylvania, United States of America
| | - Aaron D. Hernday
- Department of Molecular Cell Biology, University of California, Merced, Merced, California, United States of America
- Health Sciences Research Institute, University of California, Merced, Merced, California, United States of America
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3
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Conrad KA, Kim H, Qasim M, Djehal A, Hernday AD, Désaubry L, Rauceo JM. Triazine-Based Small Molecules: A Potential New Class of Compounds in the Antifungal Toolbox. Pathogens 2023; 12:126. [PMID: 36678474 PMCID: PMC9861074 DOI: 10.3390/pathogens12010126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/09/2023] [Accepted: 01/11/2023] [Indexed: 01/15/2023] Open
Abstract
Invasive fungal infections caused by Candida species remain a significant public health problem worldwide. The increasing prevalence of drug-resistant infections and a limited arsenal of antifungal drugs underscore the need for novel interventions. Here, we screened several classes of pharmacologically active compounds against mammalian diseases for antifungal activity. We found that the synthetic triazine-based compound melanogenin (Mel) 56 is fungicidal in Candida albicans laboratory and clinical strains with minimal inhibitory concentrations of 8−16 µg/mL. Furthermore, Mel56 has general antifungal activity in several non-albicans Candida species and the non-pathogenic yeast Saccharomyces cerevisiae. Surprisingly, Mel56 inhibited the yeast-to-hyphae transition at sublethal concentrations, revealing a new role for triazine-based compounds in fungi. In human cancer cell lines, Mel56 targets the inner mitochondrial integral membrane prohibitin proteins, PHB1 and PHB2. However, Mel56 treatment did not impact C. albicans mitochondrial activity, and antifungal activity was similar in prohibitin single, double, and triple homozygous mutant strains compared to the wild-type parental strain. These results suggests that Mel56 has a novel mechanism-of-action in C. albicans. Therefore, Mel56 is a promising antifungal candidate warranting further analyses.
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Affiliation(s)
- Karen A. Conrad
- Department of Sciences, John Jay College of the City, University of New York, New York, NY 10019, USA
| | - Hyunjeong Kim
- Department of Sciences, John Jay College of the City, University of New York, New York, NY 10019, USA
| | - Mohammad Qasim
- Department of Molecular and Cellular Biology, School of Natural Sciences, University of California, Merced, CA 95343, USA
| | - Amel Djehal
- Higher National School of Biotechnology of Constantine, Constantine 25100, Algeria
- Laboratory of Regenerative Nanomedicine, Center of Research and Biomedicine, University of Strasbourg, 67000 Strasbourg, France
| | - Aaron D. Hernday
- Department of Molecular and Cellular Biology, School of Natural Sciences, University of California, Merced, CA 95343, USA
| | - Laurent Désaubry
- Laboratory of Regenerative Nanomedicine, Center of Research and Biomedicine, University of Strasbourg, 67000 Strasbourg, France
| | - Jason M. Rauceo
- Department of Sciences, John Jay College of the City, University of New York, New York, NY 10019, USA
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4
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Qasim MN, Valle Arevalo A, Paropkari AD, Ennis CL, Sindi SS, Nobile CJ, Hernday AD. Genome-wide Profiling of Transcription Factor-DNA Binding Interactions in <em>Candida albicans</em>: A Comprehensive CUT&RUN Method and Data Analysis Workflow. J Vis Exp 2022. [DOI: 10.3791/63655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
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5
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Ennis CL, Hernday AD, Nobile CJ. A Markerless CRISPR-Mediated System for Genome Editing in Candida auris Reveals a Conserved Role for Cas5 in the Caspofungin Response. Microbiol Spectr 2021; 9:e0182021. [PMID: 34730409 PMCID: PMC8567271 DOI: 10.1128/spectrum.01820-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 10/15/2021] [Indexed: 12/26/2022] Open
Abstract
Candida auris is a multidrug-resistant human fungal pathogen that has recently emerged worldwide. It can cause life-threatening disseminated infections in humans, with mortality rates upwards of 50%. The molecular mechanisms underlying its multidrug resistance and pathogenic properties are largely unknown. Few methods exist for genome editing in C. auris, all of which rely on selectable markers that limit the number of modifications that can be made. Here, we present a markerless CRISPR/Cas9-mediated genome editing system in C. auris. Using this system, we successfully deleted genes of interest and subsequently reconstituted them at their native loci in isolates across all five C. auris clades. This system also enabled us to introduce precision genome edits to create translational fusions and single point mutations. Using Cas5 as a test case for this system, we discovered a conserved role for Cas5 in the caspofungin response between Candida albicans and C. auris. Overall, the development of a system for precise and facile genome editing in C. auris that can allow edits to be made in a high-throughput manner is a major step forward in improving our understanding of this important human fungal pathogen. IMPORTANCE Candida auris is a recently emerged multidrug-resistant fungal pathogen capable of causing life-threatening systemic infections in humans. Few tools are available for genome editing in C. auris. Here, we present a markerless genome editing system for C. auris that relies on CRISPR/Cas9 technology and works to modify the genomes of all known C. auris clades. Using this system, we discovered a conserved role for Cas5 in the caspofungin response between C. albicans and C. auris. Overall, the development of a system for facile genome editing in C. auris is a major step forward in improving our understanding of this important human fungal pathogen.
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Affiliation(s)
- Craig L. Ennis
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, California, USA
- Quantitative and Systems Biology Graduate Program, University of California, Merced, California, USA
- Health Sciences Research Institute, University of California, Merced, California, USA
| | - Aaron D. Hernday
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, California, USA
- Health Sciences Research Institute, University of California, Merced, California, USA
| | - Clarissa J. Nobile
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, California, USA
- Health Sciences Research Institute, University of California, Merced, California, USA
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6
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Seher TD, Nguyen N, Ramos D, Bapat P, Nobile CJ, Sindi SS, Hernday AD. AddTag, a two-step approach with supporting software package that facilitates CRISPR/Cas-mediated precision genome editing. G3 (Bethesda) 2021; 11:jkab216. [PMID: 34544122 PMCID: PMC8496238 DOI: 10.1093/g3journal/jkab216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/13/2021] [Indexed: 12/22/2022]
Abstract
CRISPR/Cas-induced genome editing is a powerful tool for genetic engineering, however, targeting constraints limit which loci are editable with this method. Since the length of a DNA sequence impacts the likelihood it overlaps a unique target site, precision editing of small genomic features with CRISPR/Cas remains an obstacle. We introduce a two-step genome editing strategy that virtually eliminates CRISPR/Cas targeting constraints and facilitates precision genome editing of elements as short as a single base-pair at virtually any locus in any organism that supports CRISPR/Cas-induced genome editing. Our two-step approach first replaces the locus of interest with an "AddTag" sequence, which is subsequently replaced with any engineered sequence, and thus circumvents the need for direct overlap with a unique CRISPR/Cas target site. In this study, we demonstrate the feasibility of our approach by editing transcription factor binding sites within Candida albicans that could not be targeted directly using the traditional gene-editing approach. We also demonstrate the utility of the AddTag approach for combinatorial genome editing and gene complementation analysis, and we present a software package that automates the design of AddTag editing.
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Affiliation(s)
- Thaddeus D Seher
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA 95343, USA
| | - Namkha Nguyen
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA 95343, USA
| | - Diana Ramos
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343, USA
| | - Priyanka Bapat
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA 95343, USA
| | - Clarissa J Nobile
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343, USA
- Health Sciences Research Institute, University of California, Merced, Merced, CA 95343, USA
| | - Suzanne S Sindi
- Health Sciences Research Institute, University of California, Merced, Merced, CA 95343, USA
- Department of Applied Mathematics, School of Natural Sciences, University of California, Merced, Merced, CA 95343, USA
| | - Aaron D Hernday
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343, USA
- Health Sciences Research Institute, University of California, Merced, Merced, CA 95343, USA
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7
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Villa S, Hamideh M, Weinstock A, Qasim MN, Hazbun TR, Sellam A, Hernday AD, Thangamani S. Transcriptional control of hyphal morphogenesis in Candida albicans. FEMS Yeast Res 2021; 20:5715912. [PMID: 31981355 PMCID: PMC7000152 DOI: 10.1093/femsyr/foaa005] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 01/31/2020] [Indexed: 12/12/2022] Open
Abstract
Candida albicans is a multimorphic commensal organism and opportunistic fungal pathogen in humans. A morphological switch between unicellular budding yeast and multicellular filamentous hyphal growth forms plays a vital role in the virulence of C. albicans, and this transition is regulated in response to a range of environmental cues that are encountered in distinct host niches. Many unique transcription factors contribute to the transcriptional regulatory network that integrates these distinct environmental cues and determines which phenotypic state will be expressed. These hyphal morphogenesis regulators have been extensively investigated, and represent an increasingly important focus of study, due to their central role in controlling a key C. albicans virulence attribute. This review provides a succinct summary of the transcriptional regulatory factors and environmental signals that control hyphal morphogenesis in C. albicans.
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Affiliation(s)
- Sonia Villa
- Masters in Biomedical Science Program, Midwestern University, 19555 N. 59th Ave. Glendale, AZ 85308, USA
| | - Mohammad Hamideh
- Masters in Biomedical Science Program, Midwestern University, 19555 N. 59th Ave. Glendale, AZ 85308, USA
| | - Anthony Weinstock
- Arizona College of Osteopathic Medicine, Midwestern University, 19555 N. 59th Ave. Glendale, AZ 85308, USA
| | - Mohammad N Qasim
- Quantitative and Systems Biology Graduate Program, School of Natural Sciences, University of California, Merced, Merced, CA, 95343, USA
| | - Tony R Hazbun
- Department of Medicinal Chemistry and Molecular Pharmacology, College of Pharmacy, Purdue University, West Lafayette, IN 47907, USA
| | - Adnane Sellam
- Department of Microbiology, Infectious Diseases and Immunology, Faculty of Medicine, Université Laval, Quebec City, QC, Canada
| | - Aaron D Hernday
- Quantitative and Systems Biology Graduate Program, School of Natural Sciences, University of California, Merced, Merced, CA, 95343, USA.,Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA, 95343, USA
| | - Shankar Thangamani
- Department of Pathology and Population Medicine, College of Veterinary Medicine, Midwestern University, 19555 N. 59th Ave. Glendale, AZ 85308, USA
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8
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Rodriguez DL, Quail MM, Hernday AD, Nobile CJ. Transcriptional Circuits Regulating Developmental Processes in Candida albicans. Front Cell Infect Microbiol 2020; 10:605711. [PMID: 33425784 PMCID: PMC7793994 DOI: 10.3389/fcimb.2020.605711] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 11/04/2020] [Indexed: 12/21/2022] Open
Abstract
Candida albicans is a commensal member of the human microbiota that colonizes multiple niches in the body including the skin, oral cavity, and gastrointestinal and genitourinary tracts of healthy individuals. It is also the most common human fungal pathogen isolated from patients in clinical settings. C. albicans can cause a number of superficial and invasive infections, especially in immunocompromised individuals. The ability of C. albicans to succeed as both a commensal and a pathogen, and to thrive in a wide range of environmental niches within the host, requires sophisticated transcriptional regulatory programs that can integrate and respond to host specific environmental signals. Identifying and characterizing the transcriptional regulatory networks that control important developmental processes in C. albicans will shed new light on the strategies used by C. albicans to colonize and infect its host. Here, we discuss the transcriptional regulatory circuits controlling three major developmental processes in C. albicans: biofilm formation, the white-opaque phenotypic switch, and the commensal-pathogen transition. Each of these three circuits are tightly knit and, through our analyses, we show that they are integrated together by extensive regulatory crosstalk between the core regulators that comprise each circuit.
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Affiliation(s)
- Diana L. Rodriguez
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California—Merced, Merced, CA, United States
- Quantitative and Systems Biology Graduate Program, University of California—Merced, Merced, CA, United States
| | - Morgan M. Quail
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California—Merced, Merced, CA, United States
- Quantitative and Systems Biology Graduate Program, University of California—Merced, Merced, CA, United States
| | - Aaron D. Hernday
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California—Merced, Merced, CA, United States
- Health Sciences Research Institute, University of California - Merced, Merced, CA, United States
| | - Clarissa J. Nobile
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California—Merced, Merced, CA, United States
- Health Sciences Research Institute, University of California - Merced, Merced, CA, United States
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9
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Abstract
Biofilms, structured and densely packed communities of microbial cells attached to surfaces, are considered to be the natural growth state for a vast majority of microorganisms. The ability to form biofilms is an important virulence factor for most pathogens, including the opportunistic human fungal pathogen Candida albicans. C. albicans is one of the most prevalent fungal species of the human microbiota that asymptomatically colonizes healthy individuals. However, C. albicans can also cause severe and life-threatening infections when host conditions permit (e.g., through alterations in the host immune system, pH, and resident microbiota). Like many other pathogens, this ability to cause infections depends, in part, on the ability to form biofilms. Once formed, C. albicans biofilms are often resistant to antifungal agents and the host immune response, and can act as reservoirs to maintain persistent infections as well as to seed new infections in a host. The majority of C. albicans clinical isolates are heterozygous (a/α) at the mating type-like (MTL) locus, which defines Candida mating types, and are capable of forming robust biofilms when cultured in vitro. These “conventional” biofilms, formed by MTL-heterozygous (a/α) cells, have been the primary focus of C. albicans biofilm research to date. Recent work in the field, however, has uncovered novel mechanisms through which biofilms are generated by C. albicans cells that are homozygous or hemizygous (a/a, a/Δ, α/α, or α/Δ) at the MTL locus. In these studies, the addition of pheromones of the opposite mating type can induce the formation of specialized “sexual” biofilms, either through the addition of synthetic peptide pheromones to the culture, or in response to co-culturing of cells of the opposite mating types. Although sexual biofilms are generally less robust than conventional biofilms, they could serve as a protective niche to support genetic exchange between mating-competent cells, and thus may represent an adaptive mechanism to increase population diversity in dynamic environments. Although conventional and sexual biofilms appear functionally distinct, both types of biofilms are structurally similar, containing yeast, pseudohyphal, and hyphal cells surrounded by an extracellular matrix. Despite their structural similarities, conventional and sexual biofilms appear to be governed by distinct transcriptional networks and signaling pathways, suggesting that they may be adapted for, and responsive to, distinct environmental conditions. Here we review sexual biofilms and compare and contrast them to conventional biofilms of C. albicans.
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Affiliation(s)
- Austin M. Perry
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, CA 95343, USA; (A.M.P.); (A.D.H.)
- Quantitative and Systems Biology Graduate Program, University of California, Merced, CA 95343, USA
| | - Aaron D. Hernday
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, CA 95343, USA; (A.M.P.); (A.D.H.)
| | - Clarissa J. Nobile
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, CA 95343, USA; (A.M.P.); (A.D.H.)
- Correspondence: ; Tel.: +1-209-228-2427
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10
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Frazer C, Hernday AD, Bennett RJ. Monitoring Phenotypic Switching in Candida albicans and the Use of Next-Gen Fluorescence Reporters. ACTA ACUST UNITED AC 2019; 53:e76. [PMID: 30747494 DOI: 10.1002/cpmc.76] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Candida albicans is an opportunistic human fungal pathogen that is able to cause both mucosal and systemic infections. It is also a frequent human commensal, where it is typically found inhabiting multiple niches including the gastrointestinal tract. One of the most remarkable features of C. albicans biology is its ability to undergo heritable and reversible switching between different phenotypic states, a phenomenon known as phenotypic switching. This is best exemplified by the white-opaque switch, in which cells undergo epigenetic transitions between two alternative cellular states. Here, we describe assays to quantify the frequency of switching between states, as well as methods to help identify cells in different phenotypic states. We also describe the use of environmental cues that can induce switching into either the white or opaque state. Finally, we introduce the use of mNeonGreen and mScarlet fluorescent proteins that have been optimized for use in C. albicans and which outperform commonly used fluorescent proteins for both fluorescence microscopy and flow cytometry. © 2019 by John Wiley & Sons, Inc.
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Affiliation(s)
- Corey Frazer
- Molecular Microbiology and Immunology Department, Brown University, Providence, Rhode Island
| | - Aaron D Hernday
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, California.,Quantitative and Systems Biology Graduate Program, School of Natural Sciences, University of California, Merced, Merced, California
| | - Richard J Bennett
- Molecular Microbiology and Immunology Department, Brown University, Providence, Rhode Island
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11
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Walter JM, Schubert MG, Kung SH, Hawkins K, Platt DM, Hernday AD, Mahatdejkul-Meadows T, Szeto W, Chandran SS, Newman JD, Horwitz AA. Method for Multiplexed Integration of Synergistic Alleles and Metabolic Pathways in Yeasts via CRISPR-Cas9. Methods Mol Biol 2019; 2049:39-72. [PMID: 31602604 DOI: 10.1007/978-1-4939-9736-7_3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
CRISPR-Cas has proven to be a powerful tool for precision genetic engineering in a variety of difficult genetic systems. In the highly tractable yeast S. cerevisiae, CRISPR-Cas can be used to conduct multiple engineering steps in parallel, allowing for engineering of complex metabolic pathways at multiple genomic loci in as little as 1 week. In addition, CRISPR-Cas can be used to consolidate multiple causal alleles into a single strain, bypassing the laborious traditional methods using marked constructs, or mating. These tools compress the engineering timeline sixfold or more, greatly increasing the productivity of the strain engineer.
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12
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Giosa D, Felice MR, Lawrence TJ, Gulati M, Scordino F, Giuffrè L, Lo Passo C, D'Alessandro E, Criseo G, Ardell DH, Hernday AD, Nobile CJ, Romeo O. Whole RNA-Sequencing and Transcriptome Assembly of Candida albicans and Candida africana under Chlamydospore-Inducing Conditions. Genome Biol Evol 2017; 9:1971-1977. [PMID: 28810711 PMCID: PMC5553385 DOI: 10.1093/gbe/evx143] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2017] [Indexed: 12/27/2022] Open
Abstract
Candida albicans is the most common cause of life-threatening fungal infections in humans, especially in immunocompromised individuals. Crucial to its success as an opportunistic pathogen is the considerable dynamism of its genome, which readily undergoes genetic changes generating new phenotypes and shaping the evolution of new strains. Candida africana is an intriguing C. albicans biovariant strain that exhibits remarkable genetic and phenotypic differences when compared with standard C. albicans isolates. Candida africana is well-known for its low degree of virulence compared with C. albicans and for its inability to produce chlamydospores that C. albicans, characteristically, produces under certain environmental conditions. Chlamydospores are large, spherical structures, whose biological function is still unknown. For this reason, we have sequenced, assembled, and annotated the whole transcriptomes obtained from an efficient C. albicans chlamydospore-producing clinical strain (GE1), compared with the natural chlamydospore-negative C. africana clinical strain (CBS 11016). The transcriptomes of both C. albicans (GE1) and C. africana (CBS 11016) clinical strains, grown under chlamydospore-inducing conditions, were sequenced and assembled into 7,442 (GE1 strain) and 8,370 (CBS 11016 strain) high quality transcripts, respectively. The release of the first assembly of the C. africana transcriptome will allow future comparative studies to better understand the biology and evolution of this important human fungal pathogen.
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Affiliation(s)
| | - Maria Rosa Felice
- Department of Chemical, Biological, Pharmaceutical, and Environmental Sciences, University of Messina, Italy
| | - Travis J Lawrence
- Department of Molecular and Cell Biology, University of California, Merced, CA.,Quantitative and System Biology Graduate Program, University of California, Merced, CA
| | - Megha Gulati
- Department of Molecular and Cell Biology, University of California, Merced, CA
| | | | - Letterio Giuffrè
- Department of Veterinary Sciences, Division of Animal Production, University of Messina, Italy
| | - Carla Lo Passo
- Department of Chemical, Biological, Pharmaceutical, and Environmental Sciences, University of Messina, Italy
| | - Enrico D'Alessandro
- Department of Veterinary Sciences, Division of Animal Production, University of Messina, Italy
| | - Giuseppe Criseo
- Department of Chemical, Biological, Pharmaceutical, and Environmental Sciences, University of Messina, Italy
| | - David H Ardell
- Department of Molecular and Cell Biology, University of California, Merced, CA
| | - Aaron D Hernday
- Department of Molecular and Cell Biology, University of California, Merced, CA
| | - Clarissa J Nobile
- Department of Molecular and Cell Biology, University of California, Merced, CA
| | - Orazio Romeo
- IRCCS Centro Neurolesi "Bonino-Pulejo," Messina, Italy.,Department of Chemical, Biological, Pharmaceutical, and Environmental Sciences, University of Messina, Italy
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13
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Abstract
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.
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Affiliation(s)
- Matthew B Lohse
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, San Francisco, CA, 94158, USA
| | - Pisiwat Kongsomboonvech
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA, 95343, USA
| | - Maria Madrigal
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA, 95343, USA
| | - Aaron D Hernday
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA, 95343, USA.
| | - Clarissa J Nobile
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA, 95343, USA.
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14
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Horwitz AA, Walter JM, Schubert MG, Kung SH, Hawkins K, Platt DM, Hernday AD, Mahatdejkul-Meadows T, Szeto W, Chandran SS, Newman JD. Efficient Multiplexed Integration of Synergistic Alleles and Metabolic Pathways in Yeasts via CRISPR-Cas. Cell Syst 2015; 1:88-96. [PMID: 27135688 DOI: 10.1016/j.cels.2015.02.001] [Citation(s) in RCA: 209] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 01/12/2015] [Accepted: 02/18/2015] [Indexed: 10/23/2022]
Abstract
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.
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15
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Hernday AD, Lohse MB, Fordyce PM, Nobile CJ, DeRisi JL, Johnson AD. Structure of the transcriptional network controlling white-opaque switching in Candida albicans. Mol Microbiol 2013; 90:22-35. [PMID: 23855748 DOI: 10.1111/mmi.12329] [Citation(s) in RCA: 98] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2013] [Indexed: 01/06/2023]
Abstract
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.
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Affiliation(s)
- Aaron D Hernday
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, CA, 94158, USA
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16
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Xie J, Tao L, Nobile CJ, Tong Y, Guan G, Sun Y, Cao C, Hernday AD, Johnson AD, Zhang L, Bai FY, Huang G. White-opaque switching in natural MTLa/α isolates of Candida albicans: evolutionary implications for roles in host adaptation, pathogenesis, and sex. PLoS Biol 2013; 11:e1001525. [PMID: 23555196 PMCID: PMC3608550 DOI: 10.1371/journal.pbio.1001525] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Accepted: 02/14/2013] [Indexed: 11/18/2022] Open
Abstract
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.
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Affiliation(s)
- Jing Xie
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Li Tao
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Clarissa J. Nobile
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California, United States of America
| | - Yaojun Tong
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Guobo Guan
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Yuan Sun
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Chengjun Cao
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Aaron D. Hernday
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California, United States of America
| | - Alexander D. Johnson
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California, United States of America
| | - Lixin Zhang
- Chinese Academy of Sciences Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Feng-Yan Bai
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Guanghua Huang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- * E-mail:
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17
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Si H, Hernday AD, Hirakawa MP, Johnson AD, Bennett RJ. Candida albicans white and opaque cells undergo distinct programs of filamentous growth. PLoS Pathog 2013; 9:e1003210. [PMID: 23505370 PMCID: PMC3591317 DOI: 10.1371/journal.ppat.1003210] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Accepted: 01/14/2013] [Indexed: 11/28/2022] Open
Abstract
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. Candida albicans is the most common human fungal pathogen, capable of growing as a commensal organism or as an opportunistic pathogen. Perhaps the best-studied aspect of C. albicans biology is the transition between the single-celled yeast form and the multicellular filamentous form. This transition is necessary for virulence, as cells locked in either state are avirulent. Here, we demonstrate that the yeast-filament transition is tightly regulated by another morphological switch, the white-opaque phenotypic switch. White cells undergo filamentation in response to a wide range of established physiological cues, while opaque cells do not. We further show that opaque cells can indeed undergo filamentation, but that they do so in response to different environmental cues than those of white cells. We define the genetic regulation of filamentous growth in opaque cells, as well as the transcriptional profile of these cell types, and contrast them with the established program of filamentation in white cells. Our results reveal a close relationship between the white-opaque switch and the yeast-hyphal transition, and provide further evidence of the morphological plasticity of this pathogen. They also establish that epigenetic switching allows two fungal cell types with identical genomes to respond differently to environmental cues.
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Affiliation(s)
- Haoyu Si
- Department of Molecular Microbiology and Immunology, Brown University, Providence, Rhode Island, United States of America
| | - Aaron D. Hernday
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California, United States of America
| | - Matthew P. Hirakawa
- Department of Molecular Microbiology and Immunology, Brown University, Providence, Rhode Island, United States of America
| | - Alexander D. Johnson
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California, United States of America
| | - Richard J. Bennett
- Department of Molecular Microbiology and Immunology, Brown University, Providence, Rhode Island, United States of America
- * E-mail:
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18
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Nobile CJ, Fox EP, Nett JE, Sorrells TR, Mitrovich QM, Hernday AD, Tuch BB, Andes DR, Johnson AD. A recently evolved transcriptional network controls biofilm development in Candida albicans. Cell 2012; 148:126-38. [PMID: 22265407 PMCID: PMC3266547 DOI: 10.1016/j.cell.2011.10.048] [Citation(s) in RCA: 504] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Revised: 08/09/2011] [Accepted: 10/18/2011] [Indexed: 10/14/2022]
Abstract
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.
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Affiliation(s)
- Clarissa J Nobile
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94102, USA.
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19
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Tuch BB, Mitrovich QM, Homann OR, Hernday AD, Monighetti CK, De La Vega FM, Johnson AD. The transcriptomes of two heritable cell types illuminate the circuit governing their differentiation. PLoS Genet 2010; 6:e1001070. [PMID: 20808890 PMCID: PMC2924316 DOI: 10.1371/journal.pgen.1001070] [Citation(s) in RCA: 118] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2010] [Accepted: 07/15/2010] [Indexed: 12/13/2022] Open
Abstract
The differentiation of cells into distinct cell types, each of which is heritable for many generations, underlies many biological phenomena. White and opaque cells of the fungal pathogen Candida albicans are two such heritable cell types, each thought to be adapted to unique niches within their human host. To systematically investigate their differences, we performed strand-specific, massively-parallel sequencing of RNA from C. albicans white and opaque cells. With these data we first annotated the C. albicans transcriptome, finding hundreds of novel differentially-expressed transcripts. Using the new annotation, we compared differences in transcript abundance between the two cell types with the genomic regions bound by a master regulator of the white-opaque switch (Wor1). We found that the revised transcriptional landscape considerably alters our understanding of the circuit governing differentiation. In particular, we can now resolve the poor concordance between binding of a master regulator and the differential expression of adjacent genes, a discrepancy observed in several other studies of cell differentiation. More than one third of the Wor1-bound differentially-expressed transcripts were previously unannotated, which explains the formerly puzzling presence of Wor1 at these positions along the genome. Many of these newly identified Wor1-regulated genes are non-coding and transcribed antisense to coding transcripts. We also find that 5' and 3' UTRs of mRNAs in the circuit are unusually long and that 5' UTRs often differ in length between cell-types, suggesting UTRs encode important regulatory information and that use of alternative promoters is widespread. Further analysis revealed that the revised Wor1 circuit bears several striking similarities to the Oct4 circuit that specifies the pluripotency of mammalian embryonic stem cells. Additional characteristics shared with the Oct4 circuit suggest a set of general hallmarks characteristic of heritable differentiation states in eukaryotes.
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Affiliation(s)
- Brian B. Tuch
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
- Genetic Systems Division, Research and Development, Life Technologies, Foster City, California, United States of America
| | - Quinn M. Mitrovich
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
| | - Oliver R. Homann
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
| | - Aaron D. Hernday
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
| | - Cinna K. Monighetti
- Genetic Systems Division, Research and Development, Life Technologies, Foster City, California, United States of America
| | - Francisco M. De La Vega
- Genetic Systems Division, Research and Development, Life Technologies, Foster City, California, United States of America
| | - Alexander D. Johnson
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, California, United States of America
- * E-mail:
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20
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21
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Nobile CJ, Nett JE, Hernday AD, Homann OR, Deneault JS, Nantel A, Andes DR, Johnson AD, Mitchell AP. Biofilm matrix regulation by Candida albicans Zap1. PLoS Biol 2009; 7:e1000133. [PMID: 19529758 PMCID: PMC2688839 DOI: 10.1371/journal.pbio.1000133] [Citation(s) in RCA: 249] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2009] [Accepted: 05/12/2009] [Indexed: 01/06/2023] Open
Abstract
A biofilm is a surface-associated population of microorganisms embedded in a matrix of extracellular polymeric substances. Biofilms are a major natural growth form of microorganisms and the cause of pervasive device-associated infection. This report focuses on the biofilm matrix of Candida albicans, the major fungal pathogen of humans. We report here that the C. albicans zinc-response transcription factor Zap1 is a negative regulator of a major matrix component, soluble beta-1,3 glucan, in both in vitro and in vivo biofilm models. To understand the mechanistic relationship between Zap1 and matrix, we identified Zap1 target genes through expression profiling and full genome chromatin immunoprecipitation. On the basis of these results, we designed additional experiments showing that two glucoamylases, Gca1 and Gca2, have positive roles in matrix production and may function through hydrolysis of insoluble beta-1,3 glucan chains. We also show that a group of alcohol dehydrogenases Adh5, Csh1, and Ifd6 have roles in matrix production: Adh5 acts positively, and Csh1 and Ifd6, negatively. We propose that these alcohol dehydrogenases generate quorum-sensing aryl and acyl alcohols that in turn govern multiple events in biofilm maturation. Our findings define a novel regulatory circuit and its mechanism of control of a process central to infection.
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Affiliation(s)
- Clarissa J. Nobile
- Department of Microbiology, Columbia University, New York, New York, United States of America
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
| | - Jeniel E. Nett
- Department of Medicine, University of Wisconsin, Madison, Wisconsin, United States of America
| | - Aaron D. Hernday
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
| | - Oliver R. Homann
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
| | - Jean-Sebastien Deneault
- Biotechnology Research Institute, National Research Council of Canada, Montreal, Quebec, Canada
| | - Andre Nantel
- Biotechnology Research Institute, National Research Council of Canada, Montreal, Quebec, Canada
| | - David R. Andes
- Department of Medicine, University of Wisconsin, Madison, Wisconsin, United States of America
| | - Alexander D. Johnson
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, United States of America
| | - Aaron P. Mitchell
- Department of Microbiology, Columbia University, New York, New York, United States of America
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
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22
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Abstract
It is widely suspected that gene regulatory networks are highly plastic. The rapid turnover of transcription factor binding sites has been predicted on theoretical grounds and has been experimentally demonstrated in closely related species. We combined experimental approaches with comparative genomics to focus on the role of combinatorial control in the evolution of a large transcriptional circuit in the fungal lineage. Our study centers on Mcm1, a transcriptional regulator that, in combination with five cofactors, binds roughly 4% of the genes in Saccharomyces cerevisiae and regulates processes ranging from the cell-cycle to mating. In Kluyveromyces lactis and Candida albicans, two other hemiascomycetes, we find that the Mcm1 combinatorial circuits are substantially different. This massive rewiring of the Mcm1 circuitry has involved both substantial gain and loss of targets in ancient combinatorial circuits as well as the formation of new combinatorial interactions. We have dissected the gains and losses on the global level into subsets of functionally and temporally related changes. One particularly dramatic change is the acquisition of Mcm1 binding sites in close proximity to Rap1 binding sites at 70 ribosomal protein genes in the K. lactis lineage. Another intriguing and very recent gain occurs in the C. albicans lineage, where Mcm1 is found to bind in combination with the regulator Wor1 at many genes that function in processes associated with adaptation to the human host, including the white-opaque epigenetic switch. The large turnover of Mcm1 binding sites and the evolution of new Mcm1–cofactor interactions illuminate in sharp detail the rapid evolution of combinatorial transcription networks. In explaining the diversity of organisms on Earth, it is increasingly evident that evolutionary changes in when and where genes are expressed provide a crucial source of variation. By using genome-wide transcription factor localization experiments in S. cerevisiae, K. lactis, and C. albicans, combined with comparative genomics across many more yeast species, we examined how a large combinatorial transcription circuit evolves over the course of hundreds of millions of years. Combinatorial regulation is pervasive in eukaryotic organisms and is thought to allow for increased specificity and integration of multiple signals in the control of gene expression. Our studies focused on one prolific combinatorial regulator, Mcm1, which, in combination with five cofactors, binds and regulates genes functioning in a diverse range of cellular processes in S. cerevisiae. We found evidence of massive network rewiring, including high rates of gain and loss of Mcm1 binding sites and the formation of new Mcm1–cofactor combinations and the breaking of old ones. We propose that the multiple protein–protein and protein–DNA interactions that specify transcription in combinatorial circuits allow for a richness of compensatory mutations and thereby provide ample opportunity for both adaptive and neutral evolution. Experimental approaches combined with comparative genomics show how a large combinatorial transcription circuit has rewired over evolutionary time scales.
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Affiliation(s)
- Brian B Tuch
- Department of Biochemistry and Biophysics, University of California, San Francisco, California, United States of America
- Department of Microbiology and Immunology, University of California, San Francisco, California, United States of America
| | - David J Galgoczy
- Department of Biochemistry and Biophysics, University of California, San Francisco, California, United States of America
- Department of Microbiology and Immunology, University of California, San Francisco, California, United States of America
| | - Aaron D Hernday
- Department of Biochemistry and Biophysics, University of California, San Francisco, California, United States of America
- Department of Microbiology and Immunology, University of California, San Francisco, California, United States of America
| | - Hao Li
- Department of Biochemistry and Biophysics, University of California, San Francisco, California, United States of America
- * To whom correspondence should be addressed. E-mail: (HL); (ADJ)
| | - Alexander D Johnson
- Department of Biochemistry and Biophysics, University of California, San Francisco, California, United States of America
- Department of Microbiology and Immunology, University of California, San Francisco, California, United States of America
- * To whom correspondence should be addressed. E-mail: (HL); (ADJ)
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23
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Abstract
Bacteria have developed mechanisms to communicate and compete with each other for limited environmental resources. We found that certain Escherichia coli, including uropathogenic strains, contained a bacterial growth-inhibition system that uses direct cell-to-cell contact. Inhibition was conditional, dependent upon the growth state of the inhibitory cell and the pili expression state of the target cell. Both a large cell-surface protein designated Contact-dependent inhibitor A (CdiA) and two-partner secretion family member CdiB were required for growth inhibition. The CdiAB system may function to regulate the growth of specific cells within a differentiated bacterial population.
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Affiliation(s)
- Stephanie K Aoki
- Molecular, Cellular, and Developmental Biology, University of California-Santa Barbara (UCSB), Santa Barbara, CA 93106, USA
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24
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Hernday AD, Braaten BA, Broitman-Maduro G, Engelberts P, Low DA. Regulation of the pap epigenetic switch by CpxAR: phosphorylated CpxR inhibits transition to the phase ON state by competition with Lrp. Mol Cell 2005; 16:537-47. [PMID: 15546614 DOI: 10.1016/j.molcel.2004.10.020] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2004] [Revised: 08/26/2004] [Accepted: 08/27/2004] [Indexed: 11/27/2022]
Abstract
Pap pili gene expression is controlled by a reversible OFF/ON phase switch that is orchestrated by binding of Lrp to pap pilin promoter proximal sites 1, 2, and 3 (OFF) or pap promoter distal sites 4, 5, and 6 (ON). Movement of Lrp between proximal and distal sites controls pap pilin transcription and is modulated by PapI and DNA adenine methylase. Here we show that activation of the environmentally responsive CpxAR two-component regulatory system inhibits Pap phase variation by generation of phosphorylated CpxR (CpxR-P). CpxR-P competes with Lrp for binding to both promoter proximal and distal pap DNA binding sites, inhibiting pap transcription in vitro and pili expression in vivo. In contrast to Lrp, CpxR-P is methylation insensitive and does not form DNA methylation patterns in vivo. CpxAR-dependent repression of pap transcription is also observed in response to alkaline growth conditions. These results provide insight into a mechanism for environmental control of epigenetically regulated gene expression.
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Affiliation(s)
- Aaron D Hernday
- Biomolecular Sciences and Engineering, University of California, Santa Barbara, Santa Barbara, California 93106, USA
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25
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Abstract
The expression of pyelonephritis-associated pili (Pap) in uropathogenic Escherichia coli is epigenetically controlled by a reversible OFF to ON switch. In phase OFF cells, the global regulator Lrp is bound to pap sites proximal to the pilin promoter, whereas in phase ON cells, Lrp is bound to promoter distal sites. We have found that the local regulator PapI increases the affinity of Lrp for the sequence "ACGATC," which contains the target "GATC" site for DNA adenine methylase (Dam) and is present in both promoter proximal and distal sites. Mutational analyses show that methylation of the promoter proximal GATC(prox) site by Dam is required for transition to the phase ON state by specifically blocking PapI-dependent binding of Lrp to promoter proximal sites. Furthermore, our data support the hypothesis that PapI-dependent binding of Lrp to a hemimethylated GATC(dist) site generated by DNA replication is a critical component of the switch mechanism.
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Affiliation(s)
- Aaron D Hernday
- Biomolecular Sciences and Engineering, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
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