Next Article in Journal
Development of a Multiplex Droplet Digital PCR Assay for the Detection of Babesia, Bartonella, and Borrelia Species
Next Article in Special Issue
Amino Acid Sensing and Assimilation by the Fungal Pathogen Candida albicans in the Human Host
Previous Article in Journal
Expression Patterns of miR398, miR167, and miR159 in the Interaction between Bread Wheat (Triticum aestivum L.) and Pathogenic Fusarium culmorum and Beneficial Trichoderma Fungi
Previous Article in Special Issue
Sphingolipid Inhibitors as an Alternative to Treat Candidiasis Caused by Fluconazole-Resistant Strains
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

On and Off: Epigenetic Regulation of C. albicans Morphological Switches

by
Elise Iracane
,
Samuel Vega-Estévez
and
Alessia Buscaino
*
Kent Fungal Group, School of Biosciences, University of Kent, Canterbury, CT2 7NJ, UK
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Pathogens 2021, 10(11), 1463; https://doi.org/10.3390/pathogens10111463
Submission received: 4 August 2021 / Revised: 3 November 2021 / Accepted: 5 November 2021 / Published: 11 November 2021
(This article belongs to the Special Issue Candida albicans: A Major Fungal Pathogen of Humans)

Abstract

:
The human fungal pathogen Candida albicans is a dimorphic opportunistic pathogen that colonises most of the human population without creating any harm. However, this fungus can also cause life-threatening infections in immunocompromised individuals. The ability to successfully colonise different host niches is critical for establishing infections and pathogenesis. C. albicans can live and divide in various morphological forms critical for its survival in the host. Indeed, C. albicans can grow as both yeast and hyphae and can form biofilms containing hyphae. The transcriptional regulatory network governing the switching between these different forms is complex but well understood. In contrast, non-DNA based epigenetic modulation is emerging as a crucial but still poorly studied regulatory mechanism of morphological transition. This review explores our current understanding of chromatin-mediated epigenetic regulation of the yeast to hyphae switch and biofilm formation. We highlight how modification of chromatin structure and non-coding RNAs contribute to these morphological transitions.

1. Introduction

Epigenetics is a popular term first defined by Conrad Waddington in the early 1940s as "the process by which the genotype brings the phenotype into being" [1]. Since then, the meaning of epigenetics has significantly changed. Arthur Riggs defined epigenetics as the study of mitotically and/or meiotically heritable changes in the gene function that are not explained by changes in the DNA sequence [2]. Riggs’ definition focuses on heritability: the ability of an epigenetic mark to be passed to subsequent generations of cells and/or organisms. There is no doubt that heritable epigenetics is an important regulatory mechanism. However, this definition excludes many important, not heritable mechanisms often labelled as "epigenetic". For example, post-translation modifications of histone proteins and their effect on gene expression are often described as an epigenetic regulatory mechanism. However, chromatin marks are, in the majority of the cases, transient and not heritable. Likewise, Riggs’ definition excludes the role of non-coding RNAs (ncRNAs) in transcription and other DNA-based organisms. To overcome this conundrum, Adrian Bird redefined epigenetics as "the structural adaptation of chromosomal regions to register, signal or perpetuate altered activity states" [3]. This definition focuses on changes in gene function that are independent of changes in the underlying DNA sequence. Importantly, these changes can be heritable or not. Epigenetic regulatory mechanisms include changes in gene expression and chromosome function triggered by chromatin modification, chromatin remodelling and ncRNAs activity [2,3,4,5,6,7,8]. In this review, we will adopt Adrian Bird’s definition.
Human fungal pathogens are microbial organisms that kill more than 1.5 million people annually and reduce the quality of life of >1 billion people [9]. Additionally, the recent staggering escalation in the number of invasive fungal infections and the emergence of antifungal drug resistance poses an ever-increasing threat to human health. Fungal pathogens grow in association with their host, and establishing how these organisms adapt to hostile host environments is key to understanding how they cause life-threatening infections and develop resistance to antifungal drugs.
Chief among human fungal pathogens is Candida albicans, a CTG(Ser1)-clade organism in which the CTG codon is translated as serine rather than leucine [10,11]. C. albicans colonises almost every organ in the human body, and therefore, it is exposed to rapid environmental changes [12]. Indeed, C. albicans is a harmless commensal yeast found in the skin, gut, oral cavity and mucosa [13]. However, this fungal pathogen can become virulent, establishing an extensive range of mucosal and systemic infections. For example, C. albicans can cause vulvovaginal candidiasis (VVC), an infection estimated to afflict 75% of all women at least once in their lifetime [14] or candidiasis, systemic infections that can be life-threatening in immunocompromised individuals and are associated with high mortality rates (up to 50%) [9]. Phenotypic plasticity is a critical regulatory mechanism that drives rapid adaptation to hostile host environments. Indeed, environmental changes can induce dramatic morphological changes, and phenotypic switches are critical host adaptation and virulence drivers. For example, C. albicans can grow as a single rounded yeast cell or as multicellular hyphae. Yeast cells are critical for host colonisation, early infection and dissemination, while hyphae facilitate tissue invasion and damage [15,16]. Filamentous cells are also crucial for biofilm formation, a highly organised structure that confers resistance to antimicrobial therapies and the host immune response [17]. C. albicans cells can also switch between a white and opaque state. White and opaque cells have different appearances, gene expression profiles and mating behaviours [18].
Epigenetic regulatory mechanisms are emerging as essential modulators of C. albicans’ phenotypic plasticity. Indeed, epigenetic regulation can sense environmental changes leading to the rapid and reversible modulation of gene expression and adaptation to hostile environments. Recently, Qasim et al. [19] reviewed the role of epigenetics in the white–opaque switch extensively. This review will discuss the contribution of epigenetics to C. albicans phenotypic plasticity by focusing on the gene-regulation changes in the yeast -hyphae switch and biofilm formation.

2. C. albicans’ Chromatin Structure: The Basics

In eukaryotes, DNA is packed around specific histone proteins within the nucleus to form a compact structure called chromatin. The basic unit of chromatin is the nucleosome, formed by 147 base pairs (bp) of DNA wrapped around an octamer of histones. This octamer is composed of two dimers of the histones H2A–H2B and the histone tetramer (H3)2(H4)2. Nucleosomes are organised into arrays that are further packaged by histone H1, promoting chromatin folding into compact fibres [20] (Figure 1). The diploid C. albicans genome contains two homologous pairs of divergently transcribed histones H2A (HTA1 (orf19.6924)) and H2B (HTB1 (orf19.6925)), as well as histone H3 (HHT2 (orf19.1853) and HHT21 (orf19.1061)) and H4 (HHF1 (orf19.1059) and HHF2 (orf19.1854)) genes. A putative histone H1 (HHO1 (orf19.5137.1)) can also be identified [21]. Although histones are slow-evolving proteins, variability in histone proteins has been documented in most eukaryotes and histone variants play critical biological roles [22,23,24]. For example, the histone H3 variant, CENP-ACse4, epigenetically defines centromeres in each chromosome. C. albicans CENP-ACse4 marks regional centromeres associated with its eight chromosomes [25].
Chromatin allows the packaging of DNA into a compact structure that can fit inside the nucleus while permitting efficient accessibility to DNA-binding proteins. However, chromatin is also an obstacle to all DNA-templated biological processes, including transcription, replication, recombination and repair [26]. Consequently, changes in chromatin structure can have a profound impact on nuclear processes, and chromatin is a crucial regulator of DNA-based activities. For example, chromatin can be assembled into two functionally and structurally different chromatin structures. Gene-rich regions and non-repetitive DNA are assembled into euchromatin, an open chromatin state that is permissive to transcription. In contrast, heterochromatin is a transcriptionally silent chromatin state that is associated with gene-poor and repetitive regions of the genome [27]. Chromatin structure can be modulated by three distinct mechanisms: (i) post-translation modification of histone proteins, (ii) chromatin remodelling and (iii) ncRNAs (Figure 2).

3. Histone Post-Translational Modifications

Histone proteins are formed by a globular core and unstructured basic amino-terminal tails that can be post-translationally modified. The most common post-translational modifications (PTMs), also known as histone marks, include methylation, acetylation, ubiquitination, ADP-ribosylation and the sumoylation of lysine (K) residues; the methylation of arginine (R) residues and the phosphorylation of serine (S) and threonine (T) residues. In addition, the same amino acid can be affected by multiple modifications (i.e., mono, di- or tri-methylated) [28].
Histone marks are differentially associated with euchromatin and heterochromatin regions. At euchromatic transcriptionally active regions, genes promoters are assembled into a chromatin state containing acetylated histones that are tri-methylated on H3K4 (H3K4me3), while histone H3 methylated on K36 (H3K36me) is found at gene bodies [26]. Likewise, enhancers and super-enhancers are marked by the mono-methylation of histone H3 on K4 (H3K4me1) and the acetylation of histone H3 on K27 (H3K27Ac) [29,30]. Genome-wide chromatin profiling demonstrates that the C. albicans transcriptionally active genome is packaged into canonical euchromatin, where gene promoters of active genes are enriched in H3K4me3 while gene bodies are marked byacetylated histone H3 (H3K9Ac) and H4 (H4K16Ac) (Figure 3) [31]. In many eukaryotic organisms heterochromatic regions are enriched in repressive histone marks, such as the methylation of K9 on histone H3 (H3K9me) or the methylation of K27 on histone H3 (H3K27me). Furthermore, high levels of DNA methylation on position five of cytosines (5mC) are associated with heterochromatin [26,32]. Similarly to S. cerevisiae, C. albicans is devoid of H3K9me and H3K27me [33]. Although 5mC mark has been detected in C. albicans, it is unclear whether DNA methylation is associated with heterochromatic regions in this organism [34]. Instead, chromatin profiling studies have demonstrated that C. albicans heterochromatic regions are characterised by low levels of both histone acetylation and methylation [31] (Figure 3).
The post-translation modification of histone proteins is a dynamic and reversible process catalysed by "writer" and "eraser" enzymes that add and remove epigenetic marks (Figure 2). For example, the additions of acetyl groups to histone tails are carried out by histone acetyltransferases (HATs), whereas their removal is conducted by histone deacetylases (HDACs); methylation marks are added by histone methyltransferases (HMTs) and removed by histone demethylases (HDMs). Additionally, HAT and HDAC can also catalyse the addition and removal of acyl groups different from those in acetylation, such as crotonyl, succinyl, β-hydroxybutyryl, and propionyl [35]. The primary histone modifiers found in C. albicans and their orthologs found in S. cerevisiae, S. pombe and humans are listed in Table 1.
Histone marks alter chromatin architecture and its function via two main distinct mechanisms. Firstly, PMTs can alter histone-DNA interaction modulating higher-order chromatin structure and affecting gene expression and regulation [39]. For example, histone acetylation reduces the net positive charge of histone tails, and therefore, will weaken histone–DNA interaction, resulting in an open chromatin conformation that is permissive to transcription (Figure 2A) [39]. Histone crotonylation activates transcription more potently than histone acetylation [40]. This is because the crotonyl group is more hydrophobic and rigid than acetyl groups, disrupting histone-DNA interactions [40]. Histone marks can also be recognised by "reader" proteins, which can influence chromatin dynamics and function via promoting or blocking the recruitment of transcription factors and/or other chromatin-modifying factors (Figure 2B) [41]. For example, bromodomain-containing proteins specifically bind acetylated histones, chromodomain containing proteins recognise specific methylation marks and the YEATS domain recognises the crotonyl marks [42].

4. Chromatin Remodelling Regulates Gene Expression and Chromatin Structure

Nucleosomes deposited on DNA can be a physical barrier, reducing chromatin accessibility and gene expression. Chromatin remodelling is the regulatory process that changes the interactions between DNA and histone proteins leading to complete or partial disassembly of the nucleosomes (histone eviction) or nucleosome reposition (nucleosome sliding) [43] (Figure 2C). Chromatin remodelling is catalysed by ATP-dependent multi-subunit protein complexes known as chromatin remodelers [43]. ATP-dependent chromatin remodelers belong to four subfamilies: switch/sucrose non-fermentable (SWI/SNF), imitation switch (ISWI), chromodomain helicase DNA-binding (CHD/NuRD/Mi-2) and inositol-requiring 80 (INO80) [44]. Among those, the SWI/SNF subfamily is the primary remodeler catalysing nucleosome sliding and eviction. Initially identified in budding yeast, SWI/SNF complexes are highly conserved across eukaryotes [45]. The SWI/SNF complex can be targeted to acetylated transcriptionally active chromatin, as it can bind acetylated histones (and non-histone proteins) through a bromodomain subunit [44]. Therefore, SWI/SNF activity generally correlates with transcriptional activation even if the complex has also been linked to transcriptional repression [46,47,48,49,50].
Different yeast species contain a second remodelling complex similar to SWI/SNF, the RSC (remodels the structure of chromatin) complex [44]. This complex is essential for survival in S. cerevisiae, although it is not required for growth in S. pombe [51]. The RSC complex binds promoters and intergenic regions and is specifically recruited to RNA polymerase II to tune gene transcription [52]. Four chromatin remodeler catalytic subunits have been described in C. albicans: STH1, SNF2, SWR1 and SWI1. Sth1 is the catalytic subunit of the RSC complex, which in C. albicans is composed of a total of 13 subunits, including two CTG (Ser1)-clade-specific (Nri1 and Nri2) [53]. Snf2 and Swi1 are catalytic subunits of the SWI/SNF complex [54], and Swr1 is the major subunit of the SWR1 complex [55].

5. Non-Coding Transcription and Non-Coding RNAs

Large fractions of eukaryotic genomes are extensively transcribed but not translated into functional proteins. The act of non-coding transcription and its associated histone modifications and changes in nucleosome density can interfere with the activity of nearby genes [56]. However, ncRNAs can also regulate gene expression by interacting with DNA, RNA and proteins and modulating chromatin structure [57]. Finally, ncRNAs can be processed into small silencing RNAs by RNA interference (RNAi) machinery. The RNAse III-like enzyme dicer (Dcr) and the PIWI domain-containing protein Argonaute (Ago) are at the core of the RNAi machinery and responsible for the generation of the three major branches of small ncRNAs—short interference RNAs (siRNA), micro RNAs (miRNAs) and PIWI-interacting RNAs (piRNAs)—that differ in their biogenesis and mechanisms of action (Figure 4).
In the siRNA pathway, RNAi is triggered by a dsRNA precursor that can arise endogenously by transcription of repetitive DNA and by convergent transcription. This precursor dsRNA is processed into a 20–24-nucleotide (nt) siRNA duplex by Dcr [58]. One strand of the duplex is loaded into Ago, an effector complex. Ago uses base-pairing interaction to target cognate RNAs for inactivation. siRNA-mediated silencing can be co-transcriptional by seeding the assembly of repressive heterochromatin or post-transcriptional RNA cleavage using Ago-slicer endonuclease activity. siRNA-directed heterochromatin assembly has been best described in the fission yeast S. pombe, wherein RNAi machinery triggers the formation of transcriptionally silenced hypoacetylated chromatin, methylated on lysine 9 of histone H3 (H3K9) [59]. In the miRNA pathway, short stem-loop dsRNA precursors are pre-processed by a nuclear RNAse III complex (Drosha–Pasha) before final processing into miRNAs in the cytoplasm by Dcr. miRNAs are loaded into an Ago-containing protein complex and targeted to the 3′ untranslated region (3′-UTR) of the target mRNA blocking its translation [60]. The piRNA pathway silences transposable elements in the germline of many animal species [61]. In contrast to the other pathways, piRNAs are not generated by dsRNAs precursors and their biogenesis is independent of Dcr [62]. A single transcript is generated from a piRNA cluster and processed into piRNAs by PIWI-domain containing proteins. The piRNA pathway controls transposons through several distinct but interlinked mechanisms. Whereas cytoplasmic PIWI proteins silence their targets post-transcriptionally through piRNA direct cleavage, nuclear Piwi–piRNA complexes function at the transcriptional level via heterochromatin assembly [63]. Although we still know very little about the nature and the putative function of C. albicans non-coding RNAs, RNA profiling analyses have identified many non-coding transcripts whose expression differ under distinct growth conditions [64].
Furthermore, it has been shown that C. albicans contains active RNAi machinery in vitro and in a heterologous yeast system. CaDcr1 is a non-canonical enzyme that can generate small RNAs and catalyse the 35S ribosomal RNA [65]. Future studies will establish the impact of non-coding RNAs in C. albicans biology.

6. Chromatin-Mediated Regulation of the Yeast to Hypha Morphological Switch

Modulation of the yeast to hypha morphological transition relies on a complex interplay of a transcriptional regulator and chromatin modifiers [66,67]. Hyphal growth can be divided into two different stages: initiation and maintenance. In yeast cells, the transcriptional repressors Nrg1 and Tup1 inhibit hyphal morphogenesis by blocking the expression of a subset of filament-specific genes [68,69]. During the initiation stage, Nrg1 protein levels decrease sharply, and the Nrg1-mediated repression is cleared. After that, during the maintenance phase, Nrg1 protein levels recover rapidly, but Nrg1 binding to promoters of hypha-specific genes is inhibited [70,71].
Hyphal growth is induced by a broad range of environmental and host factors, including serum, nutrient starvation, hypoxia and high CO2 concentration [72,73]. These different host signals are integrated by redundant sensing pathways that modulate the activity of transcriptional regulators (such as Chp1, Egf1 and Flo8), resulting in the transcriptional upregulation of hundreds of genes such as genes encoding for cell wall proteins, adhesins and secreted aspartyl proteinases (SAP) [74]. Chromatin modifiers are emerging as important regulators of the yeast-to-hypha transcriptional programme [75,76,77] (Figure 5A). For example, the concerted and opposite activities of the NuA4 HAT complex and the Hda1 HDAC are necessary for the initiation–maintenance transition and for activating the hyphal-specific transcriptional programme. Upon hyphae induction, the NuA4 complex is recruited to the promoters of hyphae-specific genes. Dynamic acetylation of histone H4 and the NuA4 components Yng2 have been proposed to be necessary for NuA4-dependent hypha induction [75,78]. Consequently, deletion of the ESA1 gene, encoding for the catalytic subunit of the NuA4 complex, hinders filamentous growth [75]. The HDAC Hda1 promotes hypha maintenance by deacetylating Yng2, and this modification is critical to sustaining hyphal maintenance blocking Nrg1 binding to hyphae-specific promoters in response to serum or nutrient limitation [79]. Importantly, HDA1 is not required for hyphae maintenance or elongation in hypoxia or the presence of elevated CO2, demonstrating the complexity of the hyphae regulatory programme [80,81].
Several other histone modifiers are important for the yeast–hyphae switch. For example, the HAT Gcn5 is a positive regulator of hyphal growth, while the HATs Sas2 and Hat1 are negative regulators of hyphae formation [75,82,83]. The Set3/Hos2 histone deacetylase complex negatively regulates the yeast-to-hyphae switch by modulating the kinetics of the filamentous transcriptional programme [76,84]. Furthermore, the catalytic activity of the HDAC Sir2 modulates hyphae formation, as the number of hyphae is reduced in a C. albicans strain expressing catalytic inactive Sir2 [77].
It is largely unknown how chromatin modifiers modulate the yeast-to-hyphae switch, as the critical substrates necessary for this morphological transition have not been identified yet. Identifying these substrates will be essential to unveil the role of protein post-translation modifications in filamentous growth as chromatin modifiers modify histones and non-histones proteins [85,86]. Furthermore, histone crotonylation is emerging as a crucial post-translation modification regulating C. albicans filamentous growth [87]. As HATs can catalyse both acetylation and crotonylation, it will be essential to dissect which modifications are the key regulators of filamentous growth.
Several studies demonstrate that chromatin remodelling controls the yeast-to-hyphae transition. Indeed, the C. albicans SWI/SNF and RSC chromatin-remodelling complexes are required for filamentation growth [54,88,89]. However, the molecular mechanism(s) of the SWI/SNF-mediated regulation of hypha formation is still unclear. Indeed, it has been shown that, upon hyphal induction, the SWI/SNF catalytic subunit Snf2 binds the promoters of the hyphae-specific genes HWP1, ALS3 and ECE1 [78]. This observation suggests that SWI/SNF directly controls the filamentous transcriptional programme by chromatin remodelling of hyphae-specific genes. However, genome-wide chromatin profiling of a different SWI/SNF component, Snf6, did not detect any specific interaction with hyphae-specific genes (including HWP1, ALS3 and ECE1). Furthermore, RNA sequencing analyses of wild type (WT) and SNF6 deletion strains suggest that SWI/SNF is a general transcriptional regulator in both yeast and hyphal cells and that SWI/SNF controls filamentation indirectly [88]. Future studies will determine whether Snf2 plays a role in hyphae formation independently of other SWI/SNF components.
Although the role of non-coding RNAs in the modulation of hyphal transition is largely unexplored, genome-wide gene-expression profiling studies have identified several novel ncRNAs specifically expressed in hyphae-inducing growth conditions [64,90]. It is still unknown whether these ncRNAs have a function, but it is interesting to note that some of these non-coding RNAs have expression profiles similar to the expression profile of hyphae-specific genes. In the future, it will be essential to determine the function of these ncRNAs.

7. Chromatin-Mediated Regulation of the Planktonic-Biofilm Transition

C. albicans biofilm consists of a layer of yeast cells overlaid by filamentous hyphal and pseudo-hyphal cells surrounded by an extracellular matrix formed by polysaccharides and proteins. The formation of biofilms is a multi-step process consisting of four stages: (1) the adherence and colonisation of yeast cells to the surface, (2) yeast cell proliferation forming the basal layer, (3) the growth of hyphae and pseudo-hyphae with the formation of the extracellular matrix and complex three-dimensional architecture, (4) the dissemination of progeny biofilm cells to seed new sites [91]. Seven master regulators (Bcr1, Brg1, Efg1, Flo8, Ndt80, Tec1 and Rob1) are critical for normal biofilm formation in vivo and in vitro [92,93]. Of these seven regulators, Bcr1, Efg1 and Ndt80 are important modulators of biofilm formation in non-albicans Candida species that are evolutionarily distant from C. albicans [94]. The biofilm master regulators are transcriptional regulators controlling the expression of thousands of genes expressed differentially between yeast and biofilm cells [95].
An increasing body of evidence suggests that chromatin modifiers and chromatin remodelling regulate different stages of biofilm formation (Figure 5B). Firstly, a specific chromatin state, marked by the histone H3 variant H3VCTG (ORF19.6791), acts as a negative regulator of biofilm formation in planktonic cells [96]. H3VCTG contains three variant amino acids (Ser31, Thr32 and Thr80) replaced by Val31, Ser32 and Ser80. Val31 and Ser32 are essential for the variant function. H3VCTG binds promoters of biofilm-related genes in planktonic cells, but it does not mark these gene promoters in biofilm-inducing growth conditions. Additionally, H3VCTG mutant strains produce more robust biofilms than WT cells in vivo and in vitro, suggesting that H3VCTG represses biofilm formation [96]. The role of H3VCTG in other CTG-clade yeast species is unknown. H3VCTG likely regulates biological processes distinct from biofilm formation as this histone variant is expressed in CTG-clade organisms such as Scheffersomyces stipitis and Debaryomyces hansenii that do not form biofilm under several biofilm-inducing conditions [94,96].
Hyphae formation is important in the biofilm process. Therefore, it is likely that chromatin modifiers regulating filamentous growth are also required for biofilm maturation. Accordingly, deletion of the HAT GCN5 leads to a strong decrease of adhesion and a dysregulation of Als1-mediated adhesion, which hints at the role of Gcn5 in biofilm establishment [84]. Additionally, it has been shown that chromatin-mediated transcriptional regulation is important for regulating biofilm dispersal. Indeed, the HDAC Set3/Hos2 is a positive regulator of biofilm dispersal. C. albicans strain deleted for the SET3 gene are hyper filamentous and have a reduced number of yeast cells leading to a reduced biofilm dispersal [84].
It is still unknown whether non-coding RNAs regulate biofilm formation. However, ncRNAs might play an crucial regulatory role in biofilm formation as specific ncRNAs are differentially expressed in biofilm cells compared to planktonic cells [64].

8. Conclusions

An increasing body of evidence demonstrates that chromatin modifiers and chromatin remodelers modulate the gene expression programmes associated with the yeast to hyphae switch and with biofilm formation, two interconnected processes playing important roles for host adaption and pathogenesis, as well as the white-opaque switch (Figure 6). Despite the emerging central role of chromatin-mediated regulation in controlling C. albicans biology, our understanding of these regulatory processes is still in its infancy. This is because we lack the fundamental knowledge and understanding of how chromatin structures change in different host hostile environments and whether chromatin modulation differs among C. albicans clinical isolates. To start filling this gap in knowledge, chromatin profiling of different C. albicans morphological forms should be performed. Similarly, histone and non-histone substrates of chromatin modifiers should be identified using biochemical approaches. In addition, it will be exciting to dissect the role of non-coding RNAs and the RNAi machinery to C. albicans morphological switches.

Author Contributions

Conceptualisation: E.I., S.V.-E. and A.B. writing—original draft preparation: E.I., S.V.-E.; writing—review and editing: A.B.; visualisation: E.I., S.V.-E.; supervision: A.B.; project administration: A.B.; funding acquisition: A.B. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by a Leverhulme Trust Project Grant (RPG-2020-186) to E.I. and A.B and by a BBSRC Responsive Mode Grant (BB/T006315/1) to S.V.E. and A.B.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

No new data were created or analyzed in this study. Data sharing is not applicable to this article.

Acknowledgments

We would like to thank members of the Buscaino Laboratory and the Kent Fungal Group for support, discussion and feedback.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

References

  1. Waddington, C.H. The Epigenotype. Int. J. Epidemiol. 2012, 41, 10–13. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Russo, V.E.; Martienssen, R.A.; Riggs, A.D. Epigenetic Mechanisms of Gene Regulation; Cold Spring Harbor Laboratory Press: Woodbury, NY, USA, 1996. [Google Scholar]
  3. Bird, A. Perceptions of epigenetics. Nature 2007, 447, 396–398. [Google Scholar] [CrossRef] [PubMed]
  4. Nanney, D.L. Epigenetic control systems. Proc. Natl. Acad. Sci. USA 1958, 44, 712–717. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Holliday, R. Epigenetics: An overview. Dev. Genet. 1994, 15, 453–457. [Google Scholar] [CrossRef] [PubMed]
  6. Aghcheh, R.K.; Kubicek, C.P. Epigenetics as an emerging tool for improvement of fungal strains used in biotechnology. Appl. Microbiol. Biotechnol. 2015, 99, 6167–6181. [Google Scholar] [CrossRef] [PubMed]
  7. Lappalainen, T.; Greally, J.M. Associating cellular epigenetic models with human phenotypes. Nat. Rev. Genet. 2017, 18, 441–451. [Google Scholar] [CrossRef]
  8. Cavalli, G.; Heard, E. Advances in epigenetics link genetics to the environment and disease. Nature 2019, 571, 489–499. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  9. Brown, G.D.; Denning, D.W.; Gow, N.A.R.; Levitz, S.M.; Netea, M.G.; White, T.C. Hidden Killers: Human Fungal Infections. Sci. Transl. Med. 2012, 4, 165rv13. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  10. Ohama, T.; Suzuki, T.; Mori, M.; Osawa, S.; Ueda, T.; Watanabe, K.; Nakase, T. Non-universal decoding of the leucine codon CUG in several Candida species. Nucleic Acids Res. 1993, 21, 4039–4045. [Google Scholar] [CrossRef] [Green Version]
  11. Krassowski, T.; Coughlan, A.Y.; Shen, X.-X.; Zhou, X.; Kominek, J.; Opulente, D.A.; Riley, R.; Grigoriev, I.V.; Maheshwari, N.; Shields, D.C.; et al. Evolutionary instability of CUG-Leu in the genetic code of budding yeasts. Nat. Commun. 2018, 9, 1887. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  12. Lionakis, M.S.; Lim, J.K.; Lee, C.-C.R.; Murphy, P.M. Organ-Specific Innate Immune Responses in a Mouse Model of Invasive Candidiasis. J. Innate Immun. 2011, 3, 180–199. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  13. da Silva Dantas, A.; Lee, K.K.; Raziunaite, I.; Schaefer, K.; Wagener, J.; Yadav, B.; Gow, N.A. Cell biology of Candida albicans–host interactions. Curr. Opin. Microbiol. 2016, 34, 111–118. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Gonçalves, B.; Ferreira, C.; Alves, C.T.; Henriques, M.; Azeredo, J.; Silva, S. Vulvovaginal candidiasis: Epidemiology, microbiology and risk factors. Crit. Rev. Microbiol. 2016, 42, 905–927. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Mayer, F.L.; Wilson, D.; Hube, B. Candida albicans pathogenicity mechanisms. Virulence 2013, 4, 119–128. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Desai, J. Candida albicans Hyphae: From Growth Initiation to Invasion. J. Fungi 2018, 4, 10. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  17. Taff, H.T.; Mitchell, K.F.; Edward, J.A.; Andes, D.R. Mechanisms of Candida biofilm drug resistance. Future Microbiol. 2013, 8, 1325–1337. [Google Scholar] [CrossRef] [Green Version]
  18. Beekman, C.N.; Cuomo, C.A.; Bennett, R.J.; Ene, I.V. Comparative genomics of white and opaque cell states supports an epigenetic mechanism of phenotypic switching in Candida albicans. G3 GenesGenomesGenetics 2021, 11, jkab001. [Google Scholar] [CrossRef] [PubMed]
  19. Qasim, M.N.; Valle Arevalo, A.; Nobile, C.J.; Hernday, A.D. The Roles of Chromatin Accessibility in Regulating the Candida albicans White-Opaque Phenotypic Switch. J. Fungi 2021, 7, 37. [Google Scholar] [CrossRef]
  20. Luger, K.; Dechassa, M.L.; Tremethick, D.J. New insights into nucleosome and chromatin structure: An ordered state or a disordered affair? Nat. Rev. Mol. Cell Biol. 2012, 13, 436–447. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  21. Skrzypek, M.S.; Binkley, J.; Binkley, G.; Miyasato, S.R.; Simison, M.; Sherlock, G. The Candida Genome Database (CGD): Incorporation of Assembly 22, systematic identifiers and visualization of high throughput sequencing data. Nucleic Acids Res. 2017, 45, D592–D596. [Google Scholar] [CrossRef] [Green Version]
  22. Gu, M.; Naiyachit, Y.; Wood, T.J.; Millar, C.B. H2A.Z marks antisense promoters and has positive effects on antisense transcript levels in budding yeast. BMC Genom. 2015, 16, 99. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Martire, S.; Banaszynski, L.A. The roles of histone variants in fine-tuning chromatin organization and function. Nat. Rev. Mol. Cell Biol. 2020, 21, 522–541. [Google Scholar] [CrossRef] [PubMed]
  24. Zofall, M.; Fischer, T.; Zhang, K.; Zhou, M.; Cui, B.; Veenstra, T.D.; Grewal, S.I.S. Histone H2A.Z cooperates with RNAi and heterochromatin factors to suppress antisense RNAs. Nature 2009, 461, 419–422. [Google Scholar] [CrossRef] [PubMed]
  25. Freire-Benéitez, V.; Price, R.J.; Buscaino, A. The Chromatin of Candida albicans Pericentromeres Bears Features of Both Euchromatin and Heterochromatin. Front. Microbiol. 2016, 7, 759. [Google Scholar] [CrossRef] [PubMed]
  26. Li, B.; Carey, M.; Workman, J.L. The Role of Chromatin during Transcription. Cell 2007, 128, 707–719. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  27. Strålfors, A.; Ekwall, K. Heterochromatin and Euchromatin—Organization, Boundaries, and Gene Regulation. In Reviews in Cell Biology and Molecular Medicine; American Cancer Society: Atlanta, GA, USA, 2011; ISBN 978-3-527-60090-8. [Google Scholar]
  28. Bannister, A.J.; Kouzarides, T. Regulation of chromatin by histone modifications. Cell Res. 2011, 21, 381–395. [Google Scholar] [CrossRef] [PubMed]
  29. Calo, E.; Wysocka, J. Modification of enhancer chromatin: What, how and why? Mol. Cell 2013, 49, 825–837. [Google Scholar] [CrossRef] [Green Version]
  30. Wang, X.; Cairns, M.J.; Yan, J. Super-enhancers in transcriptional regulation and genome organization. Nucleic Acids Res. 2019, 47, 11481–11496. [Google Scholar] [CrossRef] [Green Version]
  31. Price, R.J.; Weindling, E.; Berman, J.; Buscaino, A. Chromatin Profiling of the Repetitive and Non-repetitive Genomes of the Human Fungal Pathogen Candida albicans. mBio 2019, 10, e01376-19. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Saksouk, N.; Simboeck, E.; Déjardin, J. Constitutive heterochromatin formation and transcription in mammals. Epigenetics Chromatin 2015, 8, 3. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Erlendson, A.A.; Friedman, S.; Freitag, M. A Matter of Scale and Dimensions: Chromatin of Chromosome Landmarks in the Fungi. Microbiol. Spectr. 2017, 5, 571–597. [Google Scholar] [CrossRef] [Green Version]
  34. Mishra, P.K.; Baum, M.; Carbon, J. DNA methylation regulates phenotype-dependent transcriptional activity in Candida albicans. Proc. Natl. Acad. Sci. USA 2011, 108, 11965–11970. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Li, X.; Egervari, G.; Wang, Y.; Berger, S.L.; Lu, Z. Regulation of chromatin and gene expression by metabolic enzymes and metabolites. Nat. Rev. Mol. Cell Biol. 2018, 19, 563–578. [Google Scholar] [CrossRef] [PubMed]
  36. Engel, S.R.; Dietrich, F.S.; Fisk, D.G.; Binkley, G.; Balakrishnan, R.; Costanzo, M.C.; Dwight, S.S.; Hitz, B.C.; Karra, K.; Nash, R.S.; et al. The Reference Genome Sequence of Saccharomyces cerevisiae: Then and Now. G3 GenesGenomesGenetics 2014, 4, 389–398. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  37. Wood, V.; Harris, M.A.; McDowall, M.D.; Rutherford, K.; Vaughan, B.W.; Staines, D.M.; Aslett, M.; Lock, A.; Bahler, J.; Kersey, P.J.; et al. PomBase: A comprehensive online resource for fission yeast. Nucleic Acids Res. 2012, 40, D695–D699. [Google Scholar] [CrossRef]
  38. The Alliance of Genome Resources Consortium; Agapite, J.; Albou, L.-P.; Aleksander, S.; Argasinska, J.; Arnaboldi, V.; Attrill, H.; Bello, S.M.; Blake, J.A.; Blodgett, O.; et al. Alliance of Genome Resources Portal: Unified model organism research platform. Nucleic Acids Res. 2020, 48, D650–D658. [Google Scholar] [CrossRef] [Green Version]
  39. Tolsma, T.O.; Hansen, J.C. Post-translational modifications and chromatin dynamics. Essays Biochem. 2019, 63, 89–96. [Google Scholar] [CrossRef] [PubMed]
  40. Sabari, B.R.; Tang, Z.; Huang, H.; Yong-Gonzalez, V.; Molina, H.; Kong, H.E.; Dai, L.; Shimada, M.; Cross, J.R.; Zhao, Y.; et al. Intracellular Crotonyl-CoA Stimulates Transcription through p300-Catalyzed Histone Crotonylation. Mol. Cell 2015, 58, 203–215. [Google Scholar] [CrossRef] [Green Version]
  41. Musselman, C.A.; Lalonde, M.-E.; Côté, J.; Kutateladze, T.G. Perceiving the epigenetic landscape through histone readers. Nat. Struct. Mol. Biol. 2012, 19, 1218–1227. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  42. Andrews, F.H.; Shinsky, S.A.; Shanle, E.K.; Bridgers, J.B.; Gest, A.; Tsun, I.K.; Krajewski, K.; Shi, X.; Strahl, B.D.; Kutateladze, T.G. The Taf14 YEATS domain is a reader of histone crotonylation. Nat. Chem. Biol. 2016, 12, 396–398. [Google Scholar] [CrossRef] [Green Version]
  43. Becker, P.B.; Hörz, W. ATP-Dependent Nucleosome Remodeling. Annu. Rev. Biochem. 2002, 71, 247–273. [Google Scholar] [CrossRef] [PubMed]
  44. Tyagi, M.; Imam, N.; Verma, K.; Patel, A.K. Chromatin remodelers: We are the drivers!! Nucleus 2016, 7, 388–404. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  45. Tang, L.; Nogales, E.; Ciferri, C. Structure and Function of SWI/SNF Chromatin Remodeling Complexes and Mechanistic Implications for Transcription. Prog. Biophys. Mol. Biol. 2010, 102, 122–128. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  46. Lin, A.; Du, Y.; Xiao, W. Yeast chromatin remodeling complexes and their roles in transcription. Curr. Genet. 2020, 66, 657–670. [Google Scholar] [CrossRef] [PubMed]
  47. Biggar, S.R.; Crabtree, G.R. Continuous and widespread roles for the Swi-Snf complex in transcription. EMBO J. 1999, 18, 2254–2264. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  48. Peterson, C.L.; Herskowitz, I. Characterization of the yeast SWI1, SWI2, and SWI3 genes, which encode a global activator of transcription. Cell 1992, 68, 573–583. [Google Scholar] [CrossRef]
  49. Sudarsanam, P.; Cao, Y.; Wu, L.; Laurent, B.C.; Winston, F. The nucleosome remodeling complex, Snf/Swi, is required for the maintenance of transcription in vivo and is partially redundant with the histone acetyltransferase, Gcn5. EMBO J. 1999, 18, 3101–3106. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  50. Martens, J.A.; Winston, F. Evidence that Swi/Snf directly represses transcription in S. cerevisiae. Genes Dev. 2002, 16, 2231–2236. [Google Scholar] [CrossRef] [Green Version]
  51. Monahan, B.J.; Villén, J.; Marguerat, S.; Bähler, J.; Gygi, S.P.; Winston, F. Fission yeast SWI/SNF and RSC complexes show compositional and functional differences from budding yeast. Nat. Struct. Mol. Biol. 2008, 15, 873–880. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  52. Lorch, Y.; Kornberg, R.D. Chromatin-remodeling and the initiation of transcription. Q. Rev. Biophys. 2015, 48, 465–470. [Google Scholar] [CrossRef] [Green Version]
  53. Balachandra, V.K.; Verma, J.; Shankar, M.; Tucey, T.M.; Traven, A.; Schittenhelm, R.B.; Ghosh, S.K. The RSC (Remodels the Structure of Chromatin) complex of Candida albicans shows compositional divergence with distinct roles in regulating pathogenic traits. PLoS Genet. 2020, 16, e1009071. [Google Scholar] [CrossRef] [PubMed]
  54. Mao, X.; Cao, F.; Nie, X.; Liu, H.; Chen, J. The Swi/Snf chromatin remodeling complex is essential for hyphal development in Candida albicans. FEBS Lett. 2006, 580, 2615–2622. [Google Scholar] [CrossRef] [Green Version]
  55. Guan, Z.; Liu, H. Overlapping Functions between SWR1 Deletion and H3K56 Acetylation in Candida albicans. Eukaryot. Cell 2015, 14, 578–587. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  56. Kaikkonen, M.U.; Lam, M.T.Y.; Glass, C.K. Non-coding RNAs as regulators of gene expression and epigenetics. Cardiovasc. Res. 2011, 90, 430–440. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  57. Till, P.; Mach, R.L.; Mach-Aigner, A.R. A current view on long non-coding RNAs in yeast and filamentous fungi. Appl. Microbiol. Biotechnol. 2018, 102, 7319–7331. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  58. Paturi, S.; Deshmukh, M.V. A Glimpse of "Dicer Biology" Through the Structural and Functional Perspective. Front. Mol. Biosci. 2021, 8, 643657. [Google Scholar] [CrossRef] [PubMed]
  59. Smialowska, A.; Djupedal, I.; Wang, J.; Kylsten, P.; Swoboda, P.; Ekwall, K. RNAi mediates post-transcriptional repression of gene expression in fission yeast Schizosaccharomyces pombe. Biochem. Biophys. Res. Commun. 2014, 444, 254–259. [Google Scholar] [CrossRef] [PubMed]
  60. O’Brien, J.; Hayder, H.; Zayed, Y.; Peng, C. Overview of MicroRNA Biogenesis, Mechanisms of Actions, and Circulation. Front. Endocrinol. 2018, 9, 402. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  61. Izumi, N.; Shoji, K.; Suzuki, Y.; Katsuma, S.; Tomari, Y. Zucchini consensus motifs determine the mechanism of pre-piRNA production. Nature 2020, 578, 311–316. [Google Scholar] [CrossRef] [PubMed]
  62. Huang, X.; Fejes Tóth, K.; Aravin, A.A. piRNA Biogenesis in Drosophila melanogaster. Trends Genet. 2017, 33, 882–894. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  63. Batki, J.; Schnabl, J.; Wang, J.; Handler, D.; Andreev, V.I.; Stieger, C.E.; Novatchkova, M.; Lampersberger, L.; Kauneckaite, K.; Xie, W.; et al. The nascent RNA binding complex SFiNX licenses piRNA-guided heterochromatin formation. Nat. Struct. Mol. Biol. 2019, 26, 720–731. [Google Scholar] [CrossRef]
  64. Sellam, A.; Hogues, H.; Askew, C.; Tebbji, F.; van Het Hoog, M.; Lavoie, H.; Kumamoto, C.A.; Whiteway, M.; Nantel, A. Experimental annotation of the human pathogen Candida albicans coding and non-coding transcribed regions using high-resolution tiling arrays. Genome Biol. 2010, 11, R71. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Bernstein, D.A.; Vyas, V.K.; Weinberg, D.E.; Drinnenberg, I.A.; Bartel, D.P.; Fink, G.R. Candida albicans Dicer (CaDcr1) is required for efficient ribosomal and spliceosomal RNA maturation. Proc. Natl. Acad. Sci. USA 2012, 109, 523–528. [Google Scholar] [CrossRef] [Green Version]
  66. Fuchs, B.B.; Eby, J.; Nobile, C.J.; El Khoury, J.B.; Mitchell, A.P.; Mylonakis, E. Role of filamentation in Galleria mellonella killing by Candida albicans. Microbes Infect. 2010, 12, 488–496. [Google Scholar] [CrossRef] [Green Version]
  67. Noble, S.M.; Gianetti, B.A.; Witchley, J.N. Candida albicans cell-type switching and functional plasticity in the mammalian host. Nat. Rev. Microbiol. 2017, 15, 96–108. [Google Scholar] [CrossRef] [Green Version]
  68. Murad, A.M.A. NRG1 represses yeast-hypha morphogenesis and hypha-specific gene expression in Candida albicans. EMBO J. 2001, 20, 4742–4752. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  69. Braun, B.R.; Johnson, A.D. TUP1, CPH1 and EFG1 make independent contributions to filamentation in candida albicans. Genetics 2000, 155, 57–67. [Google Scholar] [CrossRef] [PubMed]
  70. Banerjee, M.; Thompson, D.S.; Lazzell, A.; Carlisle, P.L.; Pierce, C.; Monteagudo, C.; López-Ribot, J.L.; Kadosh, D. UME6, a Novel Filament-specific Regulator of Candida albicans Hyphal Extension and Virulence. Mol. Biol. Cell 2008, 19, 1354–1365. [Google Scholar] [CrossRef] [Green Version]
  71. Shapiro, R.S.; Robbins, N.; Cowen, L.E. Regulatory Circuitry Governing Fungal Development, Drug Resistance, and Disease. Microbiol. Mol. Biol. Rev. 2011, 75, 213–267. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  72. Ernst, J.F. Transcription factors in Candida albicans—Environmental control of morphogenesis. Microbiology 2000, 146, 1763–1774. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  73. Dunker, C.; Polke, M.; Schulze-Richter, B.; Schubert, K.; Rudolphi, S.; Gressler, A.E.; Pawlik, T.; Prada Salcedo, J.P.; Niemiec, M.J.; Slesiona-Künzel, S.; et al. Rapid proliferation due to better metabolic adaptation results in full virulence of a filament-deficient Candida albicans strain. Nat. Commun. 2021, 12, 3899. [Google Scholar] [CrossRef] [PubMed]
  74. Nadeem, S.G.; Shafiq, A.; Hakim, S.T.; Anjum, Y.; Kazm, S.U. Effect of Growth Media, pH and Temperature on Yeast to Hyphal Transition in Candida albicans. Open J. Med. Microbiol. 2013, 3, 185–192. [Google Scholar] [CrossRef] [Green Version]
  75. Wang, X.; Chang, P.; Ding, J.; Chen, J. Distinct and Redundant Roles of the Two MYST Histone Acetyltransferases Esa1 and Sas2 in Cell Growth and Morphogenesis of Candida albicans. Eukaryot. Cell 2013, 12, 438–449. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  76. Hnisz, D.; Majer, O.; Frohner, I.E.; Komnenovic, V.; Kuchler, K. The Set3/Hos2 Histone Deacetylase Complex Attenuates cAMP/PKA Signaling to Regulate Morphogenesis and Virulence of Candida albicans. PLOS Pathog. 2010, 6, e1000889. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  77. Zhao, G.; Rusche, L.N. Genetic Analysis of Sirtuin Deacetylases in Hyphal Growth of Candida albicans. mSphere 2021, 6, e00053-2. [Google Scholar] [CrossRef] [PubMed]
  78. Lu, Y.; Su, C.; Mao, X.; Raniga, P.P.; Liu, H.; Chen, J. Efg1-mediated Recruitment of NuA4 to Promoters Is Required for Hypha-specific Swi/Snf Binding and Activation in Candida albicans. Mol. Biol. Cell 2008, 19, 4260–4272. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  79. Lu, Y.; Su, C.; Wang, A.; Liu, H. Hyphal Development in Candida albicans Requires Two Temporally Linked Changes in Promoter Chromatin for Initiation and Maintenance. PLoS Biol. 2011, 9, e1001105. [Google Scholar] [CrossRef]
  80. Lu, Y.; Su, C.; Solis, N.V.; Filler, S.G.; Liu, H. Synergistic Regulation of Hyphal Elongation by Hypoxia, CO2, and Nutrient Conditions Controls the Virulence of Candida albicans. Cell Host Microbe 2013, 14, 499–509. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  81. Kadosh, D.; Lopez-Ribot, J.L. Candida albicans: Adapting to Succeed. Cell Host Microbe 2013, 14, 483–485. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  82. Shivarathri, R.; Tscherner, M.; Zwolanek, F.; Singh, N.K.; Chauhan, N.; Kuchler, K. The Fungal Histone Acetyl Transferase Gcn5 Controls Virulence of the Human Pathogen Candida albicans through Multiple Pathways. Sci. Rep. 2019, 9, 9445. [Google Scholar] [CrossRef]
  83. Chang, P.; Fan, X.; Chen, J. Function and subcellular localization of Gcn5, a histone acetyltransferase in Candida albicans. Fungal Genet. Biol. 2015, 81, 132–141. [Google Scholar] [CrossRef] [PubMed]
  84. Nobile, C.J.; Fox, E.P.; Hartooni, N.; Mitchell, K.F.; Hnisz, D.; Andes, D.R.; Kuchler, K.; Johnson, A.D. A Histone Deacetylase Complex Mediates Biofilm Dispersal and Drug Resistance in Candida albicans. mBio 2014, 5, e01201-14. [Google Scholar] [CrossRef] [Green Version]
  85. Chen, J.; Liu, Q.; Zeng, L.; Huang, X. Protein Acetylation/Deacetylation: A Potential Strategy for Fungal Infection Control. Front. Microbiol. 2020, 11, 574736. [Google Scholar] [CrossRef]
  86. Li, Y.; Li, H.; Sui, M.; Li, M.; Wang, J.; Meng, Y.; Sun, T.; Liang, Q.; Suo, C.; Gao, X.; et al. Fungal acetylome comparative analysis identifies an essential role of acetylation in human fungal pathogen virulence. Commun. Biol. 2019, 2, 154. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  87. Wang, Q.; Verma, J.; Vidan, N.; Wang, Y.; Tucey, T.M.; Lo, T.L.; Harrison, P.F.; See, M.; Swaminathan, A.; Kuchler, K.; et al. The YEATS Domain Histone Crotonylation Readers Control Virulence-Related Biology of a Major Human Pathogen. Cell Rep. 2020, 31, 107528. [Google Scholar] [CrossRef]
  88. Tebbji, F.; Chen, Y.; Sellam, A.; Whiteway, M. The Genomic Landscape of the Fungus-Specific SWI/SNF Complex Subunit, Snf6, in Candida albicans. mSphere 2017, 2, e00497-17. [Google Scholar] [CrossRef] [Green Version]
  89. Pukkila-Worley, R.; Peleg, A.Y.; Tampakakis, E.; Mylonakis, E. Candida albicans Hyphal Formation and Virulence Assessed Using a Caenorhabditis elegans Infection Model. Eukaryot. Cell 2009, 8, 1750–1758. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  90. Bruno, V.M.; Wang, Z.; Marjani, S.L.; Euskirchen, G.M.; Martin, J.; Sherlock, G.; Snyder, M. Comprehensive annotation of the transcriptome of the human fungal pathogen Candida albicans using RNA-seq. Genome Res. 2010, 20, 1451–1458. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  91. Rai, L.S.; Singha, R.; Brahma, P.; Sanyal, K. Epigenetic determinants of phenotypic plasticity in Candida albicans. Fungal Biol. Rev. 2018, 32, 10–19. [Google Scholar] [CrossRef]
  92. Nobile, C.J.; Fox, E.P.; Nett, J.E.; Sorrells, T.R.; Mitrovich, Q.M.; Hernday, A.D.; Tuch, B.B.; Andes, D.R.; Johnson, A.D. A Recently Evolved Transcriptional Network Controls Biofilm Development in Candida albicans. Cell 2012, 148, 126–138. [Google Scholar] [CrossRef] [Green Version]
  93. Fox, E.P.; Bui, C.K.; Nett, J.E.; Hartooni, N.; Mui, M.C.; Andes, D.R.; Nobile, C.J.; Johnson, A.D. An expanded regulatory network temporally controls Candida albicans biofilm formation. Mol. Microbiol. 2015, 96, 1226–1239. [Google Scholar] [CrossRef] [PubMed]
  94. Mancera, E.; Nocedal, I.; Hammel, S.; Gulati, M.; Mitchell, K.F.; Andes, D.R.; Nobile, C.J.; Butler, G.; Johnson, A.D. Evolution of the complex transcription network controlling biofilm formation in Candida species. eLife 2021, 10, e64682. [Google Scholar] [CrossRef] [PubMed]
  95. Gulati, M.; Nobile, C.J. Candida albicans biofilms: Development, regulation, and molecular mechanisms. Microbes Infect. 2016, 18, 310–321. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  96. Rai, L.S.; Singha, R.; Sanchez, H.; Chakraborty, T.; Chand, B.; Bachellier-Bassi, S.; Chowdhury, S.; d’Enfert, C.; Andes, D.R.; Sanyal, K. The Candida albicans biofilm gene circuit modulated at the chromatin level by a recent molecular histone innovation. PLoS Biol. 2019, 17, e3000422. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Chromatin organisation and compaction in eukaryotes. Chromatin, a DNA–protein complex, forms chromosomes within the nucleus of eukaryotic cells. The central unit of chromatin is the nucleosome composed of a histone octamer and DNA. Histone H1 promotes further chromatin folding in some eukaryotes.
Figure 1. Chromatin organisation and compaction in eukaryotes. Chromatin, a DNA–protein complex, forms chromosomes within the nucleus of eukaryotic cells. The central unit of chromatin is the nucleosome composed of a histone octamer and DNA. Histone H1 promotes further chromatin folding in some eukaryotes.
Pathogens 10 01463 g001
Figure 2. Mechanisms of modulation in chromatin structures. (A) Left: schematics of chromatin writers and erasers: writers, such as HATs and HMTs, add epigenetic marks to histone proteins, while erasers, such as HDACs and HDMs, remove epigenetic marks from histone proteins. Right: schematic of how post-translation modifications, such as histone acetylation, can affect DNA-histone interactions. (B) Modes of action of readers and chromatin remodelers. Left: reader proteins, components of chromatin remodelling complex, bind modified histone tails recruiting or blocking transcription factors. Right: schematics of chromatin remodellers’ activity, including histone eviction and nucleosome sliding. (C) Mode of action of non-coding RNAs (ncRNAs). Top: ncRNAs can recruit modifiers to chromatin or act as a scaffold promoting the formation of protein complexes. Middle: ncRNAs can activate or repress transcription. ncRNAs can also be processed into siRNAs by the RNAi machinery. siRNAs can seed heterochromatin formation. HAT: histone acetyltransferase; HMT: histone methyltransferase; HDAC: histone deacetylase; HDM: histone demethylase; RSC: remodels the structure of chromatin.
Figure 2. Mechanisms of modulation in chromatin structures. (A) Left: schematics of chromatin writers and erasers: writers, such as HATs and HMTs, add epigenetic marks to histone proteins, while erasers, such as HDACs and HDMs, remove epigenetic marks from histone proteins. Right: schematic of how post-translation modifications, such as histone acetylation, can affect DNA-histone interactions. (B) Modes of action of readers and chromatin remodelers. Left: reader proteins, components of chromatin remodelling complex, bind modified histone tails recruiting or blocking transcription factors. Right: schematics of chromatin remodellers’ activity, including histone eviction and nucleosome sliding. (C) Mode of action of non-coding RNAs (ncRNAs). Top: ncRNAs can recruit modifiers to chromatin or act as a scaffold promoting the formation of protein complexes. Middle: ncRNAs can activate or repress transcription. ncRNAs can also be processed into siRNAs by the RNAi machinery. siRNAs can seed heterochromatin formation. HAT: histone acetyltransferase; HMT: histone methyltransferase; HDAC: histone deacetylase; HDM: histone demethylase; RSC: remodels the structure of chromatin.
Pathogens 10 01463 g002aPathogens 10 01463 g002b
Figure 3. Histone modifications and transcriptional activity in C, albicans. (Left): schematic of histone modifications associated with active genes that are assembled into euchromatin. Coding regions (gene body) and regulatory regions (enhancer and promoter) are shown. (Right): schematic of chromatin marks associated with gene-poor heterochromatic regions.
Figure 3. Histone modifications and transcriptional activity in C, albicans. (Left): schematic of histone modifications associated with active genes that are assembled into euchromatin. Coding regions (gene body) and regulatory regions (enhancer and promoter) are shown. (Right): schematic of chromatin marks associated with gene-poor heterochromatic regions.
Pathogens 10 01463 g003
Figure 4. RNA interference pathways. In the siRNA pathway, a precursor dsRNA is processed into a siRNA duplex by dicer (Dcr), and one strand of the duplex is loaded into argonaute (Ago1), which targets it against complementary RNAs for inactivation. In the miRNA pathway, loop dsRNA precursors are processed, first, in the nucleus by drosha–pasha and later in the cytoplasm by dicer to produce miRNAs. These are loaded into an Ago and targeted to the 3′-UTR region of the target mRNA to block translation. In the piRNA pathway, a single transcript is generated from a piRNA cluster and processed into piRNAs by PIWI-domain-containing proteins that silence their targets post-transcriptionally in the cytoplasm through piRNA direct cleavage or, transcriptionally, in the nucleus via heterochromatin assembly.
Figure 4. RNA interference pathways. In the siRNA pathway, a precursor dsRNA is processed into a siRNA duplex by dicer (Dcr), and one strand of the duplex is loaded into argonaute (Ago1), which targets it against complementary RNAs for inactivation. In the miRNA pathway, loop dsRNA precursors are processed, first, in the nucleus by drosha–pasha and later in the cytoplasm by dicer to produce miRNAs. These are loaded into an Ago and targeted to the 3′-UTR region of the target mRNA to block translation. In the piRNA pathway, a single transcript is generated from a piRNA cluster and processed into piRNAs by PIWI-domain-containing proteins that silence their targets post-transcriptionally in the cytoplasm through piRNA direct cleavage or, transcriptionally, in the nucleus via heterochromatin assembly.
Pathogens 10 01463 g004
Figure 5. Influence of chromatin modifiers and remodelers on (A) the yeast–hyphae transition and (B) biofilm formation in C. albicans. Proteins promoting the yeast-to-hyphae transition or biofilm formation are represented on top. Proteins repressing the yeast-to-hyphae transition or biofilm formation are represented below. Proteins influenced by the environmental conditions or temperature are represented with (*) or (#) respectively. Writers, erasers, remodelers and histone variants are represented in orange, white, magenta and blue bubbles, respectively.
Figure 5. Influence of chromatin modifiers and remodelers on (A) the yeast–hyphae transition and (B) biofilm formation in C. albicans. Proteins promoting the yeast-to-hyphae transition or biofilm formation are represented on top. Proteins repressing the yeast-to-hyphae transition or biofilm formation are represented below. Proteins influenced by the environmental conditions or temperature are represented with (*) or (#) respectively. Writers, erasers, remodelers and histone variants are represented in orange, white, magenta and blue bubbles, respectively.
Pathogens 10 01463 g005
Figure 6. Summary of the involvement of the main erasers, writers and remodelers (Rem.) in the yeast–hyphae transition, the white–opaque switch and biofilm formation. The question mark indicates a possible involvement not confirmed yet.
Figure 6. Summary of the involvement of the main erasers, writers and remodelers (Rem.) in the yeast–hyphae transition, the white–opaque switch and biofilm formation. The question mark indicates a possible involvement not confirmed yet.
Pathogens 10 01463 g006
Table 1. Candida albicans histone modifiers and RNA interference actors and their orthologs in S. cerevisiae, S. pombe and humans.
Table 1. Candida albicans histone modifiers and RNA interference actors and their orthologs in S. cerevisiae, S. pombe and humans.
C. albicans Gene and Known Function
Candida Genome [21]
S. cerevisiae Ortholog
SGD [36]
S. pombe Ortholog
Pombase [37]
Human Ortholog Alliance of Genome Resources [38]
Histone AcetyltransferaseESA1 (orf19.5416)
NuA4 HAT complex
acts on H4K5, H4K12
ESA1 (YOR244W)
(alias: TAS1, KAT5)
MST1 (SPAC637.12c)TIP60
(alias: KAT5)
SAS2 (orf19.2087)
SAS HAT complex
acts on H4K16
SAS2 (YMR127C)
(alias: KAT8)
MST2 (SPAC17G8.13c)
GCN5 (orf19.705)
SAGA/ADA complex
GCN5 (YGR252W)
(alias: ADA4, SW19, AAS104, KAT2)
GCN5 (SPAC1952.05)KAT2B
(alias: CAF)
KAT2A
(alias: GCN5)
ADA2 (orf19.2331)
SAGA/ADA complex
acts on H3K9
ADA2 (YDR448W)
(alias: SWI8)
ADA2
(SPCC24B10.08c)
TADA2B
(alias: ADA2B)
TADA2A
(alias: ADA2A)
RTT109 (orf19.7491)
acts on H3K56
RTT109 (YLL002W)
(alias: KIM2, REM50, KAT11)
rtt109 (SPBC342.06c)No ortholog
YNG2 (orf19.878)
(alias: NBN1)
NuA4 HAT complex
acts on nucleosomal H4
YNG2 (YHR090C)
(alias: EAF4, NBN1)
png1 (SPAC3G9.08)ING3
(alias: Eaf4, ING2)
ING2 ±
(alias: ING1L)
ING4 ±
ING5 ±
NAT4 (orf19.4664)NAT4 (YMR069W)naa40
(SPCC825.04c)
NAA40
(alias: NAT11, PATT1)
HAT1 (orf19.779)HAT1 (YPL001W)
(alias: KAT1)
hat1 (SPAC139.06)HAT1
(alias: KAT1)
SAS3 (orf19.2540)SAS3 (YBL052C)
(alias: KAT6)
MST2 (SPAC17G8.13c)KAT7
(alias: HBO1, MYST-2)
KAT6A ±
(alias: MYST-3)
KAT6B ±
(alias: MYST-4)
KAT8 ±
(alias: MYST-1)
Histone DeacetylaseHDA1 (orf19.2606)
in a complex with Hda2 and Hda3
HDA1 (YNL021W)clr3
(SPBC800.03)
HDAC10
(alias: HD10)
HDAC6
(alias: HD6)
SET3 (orf19.7221)
SET3 HDAC complex with Hos2, Snt1 and Sif2
SET3 (YKR029C)set3 (SPAC22E12.11c)KMT2E *
SET4 (YJL105W)
(SET3 paralog)
SETD5 *
RPD3 (orf19.2834)RPD3 (YNL330C)clr6
(SPBC36.05c)
HDAC1
(alias: KDAC1, RPD3)
RPD31 (orf19.6801)HDAC2
(alias: KDAC2, RPD3)
SIR2 (orf19.1992)
(alias: SIR21)
HST1 (YOL068C) (SIR2 paralog)sir2
(SPBC16D10.07c)
SIRT1
(alias: SIR2)
SIR2 (YDL042C)
HST1 (orf19.4761)
(alias: SIR22)
HST1 (YOL068C)
SIR2 (YDL042C)
HST2 (orf19.2580)HST2 (YPL015C)hst2
(SPCC132.02)
SIRT3
SIRT2
HST3 (orf19.1934)
Acts on H3K56
HST3 (YOR025W)hst4
(SPAC1783.04c)
No ortholog
Histone MethyltransferaseSET1 (orf19.6009)
Acts on H3K4
SET1 (YHR119W)
(alias: KMT2)
set1
(SPCC306.04c)
SETD1B
(alias: KMT2G)
SETD1A
(alias: KMT2F)
Histone DemethylaseRPH1 (orf19.2743)RPH1 (YER169W)jmj3
(SPBC83.07)
KDM4A
KDM4B
KDM4C
KDM4D
KDM4E
Chromatin
Remodeler
SWR1 (orf19.1871)
SWR1 complex
SWR1 (YDR334W)swr1 (SPAC11E3.01c)SRCAP
(alias: SWR1)
SWI1 (orf19.5657)
SWI/SNF complex
SWI1 (YPL016W)
(alias: ADR6)
sol1 (SPBC30B4.04c)ARID5A
(alias: MRF1)
ARID5B
(alias: MRF2)
SNF2 (orf19.1526)
SWI/SNF complex
SNF2 (YOR290C)snf21 (SPAC1250.01)SMARCA2
SMARCA4
STH1 (orf19.239)
RSC complex
STH1 (YIL126W)SMARCA2
SMARCA4
RNA interferenceDCR1 (orf19.3796)No orthologdcr1 (SPCC188.13c)DICER1
AGO1 (orf19.2903)
RISC complex
No orthologago1 (SPCC736.11)PIWIL1
PIWIL2
PIWIL3
PIWIL4
(*) human orthologs are histone methyltransferase; (±) S. pombe ortholog only.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Iracane, E.; Vega-Estévez, S.; Buscaino, A. On and Off: Epigenetic Regulation of C. albicans Morphological Switches. Pathogens 2021, 10, 1463. https://doi.org/10.3390/pathogens10111463

AMA Style

Iracane E, Vega-Estévez S, Buscaino A. On and Off: Epigenetic Regulation of C. albicans Morphological Switches. Pathogens. 2021; 10(11):1463. https://doi.org/10.3390/pathogens10111463

Chicago/Turabian Style

Iracane, Elise, Samuel Vega-Estévez, and Alessia Buscaino. 2021. "On and Off: Epigenetic Regulation of C. albicans Morphological Switches" Pathogens 10, no. 11: 1463. https://doi.org/10.3390/pathogens10111463

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop