Skip to main content
PLOS Pathogens logoLink to PLOS Pathogens
. 2024 Jul 30;20(7):e1012389. doi: 10.1371/journal.ppat.1012389

Erg251 has complex and pleiotropic effects on sterol composition, azole susceptibility, filamentation, and stress response phenotypes

Xin Zhou 1, Audrey Hilk 1, Norma V Solis 2, Nivea Pereira De Sa 3, Bode M Hogan 4, Tessa A Bierbaum 4, Maurizio Del Poeta 3,5,6, Scott G Filler 2,7, Laura S Burrack 4, Anna Selmecki 1,*
Editor: Chaoyang Xue8
PMCID: PMC11315318  PMID: 39078851

Abstract

Ergosterol is essential for fungal cell membrane integrity and growth, and numerous antifungal drugs target ergosterol. Inactivation or modification of ergosterol biosynthetic genes can lead to changes in antifungal drug susceptibility, filamentation and stress response. Here, we found that the ergosterol biosynthesis gene ERG251 is a hotspot for point mutations during adaptation to antifungal drug stress within two distinct genetic backgrounds of Candida albicans. Heterozygous point mutations led to single allele dysfunction of ERG251 and resulted in azole tolerance in both genetic backgrounds. This is the first known example of point mutations causing azole tolerance in C. albicans. Importantly, single allele dysfunction of ERG251 in combination with recurrent chromosome aneuploidies resulted in bona fide azole resistance. Homozygous deletions of ERG251 caused increased fitness in low concentrations of fluconazole and decreased fitness in rich medium, especially at low initial cell density. Homozygous deletions of ERG251 resulted in accumulation of ergosterol intermediates consistent with the fitness defect in rich medium. Dysfunction of ERG251, together with FLC exposure, resulted in decreased accumulation of the toxic sterol (14-ɑ-methylergosta-8,24(28)-dien-3β,6α-diol) and increased accumulation of non-toxic alternative sterols. The altered sterol composition of the ERG251 mutants had pleiotropic effects on transcription, filamentation, and stress responses including cell membrane, osmotic and oxidative stress. Interestingly, while dysfunction of ERG251 resulted in azole tolerance, it also led to transcriptional upregulation of ZRT2, a membrane-bound Zinc transporter, in the presence of FLC, and overexpression of ZRT2 is sufficient to increase azole tolerance in wild-type C. albicans. Finally, in a murine model of systemic infection, homozygous deletion of ERG251 resulted in decreased virulence while the heterozygous deletion mutants maintain their pathogenicity. Overall, this study demonstrates that single allele dysfunction of ERG251 is a recurrent and effective mechanism of acquired azole tolerance. We propose that altered sterol composition resulting from ERG251 dysfunction mediates azole tolerance as well as pleiotropic effects on stress response, filamentation and virulence.

Author summary

Invasive infections caused by the fungal pathogen Candida albicans have high mortality rates (20–60%), even with antifungal drug treatment. Numerous mechanisms contributing to drug resistance have been characterized, but treatment failure remains a problem indicating that there are many facets that are not yet understood. The azole class of antifungals target production of ergosterol, an essential component of fungal cell membranes. Here, we provide insights into how ERG251, a component of the ergosterol biosynthesis pathway, contributes to enhanced growth in azoles, along with broader impacts on stress responses, filamentation, and pathogenicity. One of the most striking results from our study is that even a single nucleotide change in one allele of ERG251 in the diploid C. albicans can lead to azole tolerance. Tolerance, a distinct phenotype from resistance, is the ability of fungal cells to grow above the minimum inhibitory concentration in a drug concentration-independent manner. Tolerance frequently goes undetected in the clinic because it is not observable in standard assays. Strikingly, azole tolerant strains lacking one allele of ERG251 remained virulent in a mouse model of infection highlighting the potential for mutations in ERG251 to arise and contribute to treatment failure in patients.

Introduction

Candida albicans is the most prevalent human fungal pathogen, affecting millions of people and leading to severe and potentially fatal infections, particularly in individuals with weakened or compromised immune systems [14]. Invasive infections caused by C. albicans can result in mortality rates nearing ~60% despite the existing antifungal treatments [1,2,5,6]. Treatment failures and infection recurrences are common [1,2,7,8]. One contribution to treatment failure is drug resistance, which is defined as the ability to grow above the minimum inhibitory concentration (MIC) of a drug-susceptible isolate at rates similar to growth in the absence of drug. However, treatment failure can also occur in strains that are classified as susceptible based on MIC. This highlights the importance of drug tolerance, which is the ability of a fungus to grow slowly above the MIC in a drug concentration-independent manner [7,9,10].

Azole antifungal drugs target the biosynthesis of ergosterol which is an essential component of fungal cell membranes and acts to maintain cell membrane integrity and fluidity. Azole exposure leads to the depletion of ergosterol and accumulation of a toxic sterol 14-ɑ-methylergosta-8,24(28)-dien-3β,6α-diol (herein referred to as ‘toxic dienol’) that permeabilizes the plasma membrane, arrests fungal growth, and increases sensitivity to environmental stresses [1113]. During treatment with fungistatic azoles, many Candida species can rapidly evolve drug resistance through various mechanisms including modification or overexpression of the gene encoding the drug target ERG11 and upregulation of drug efflux pumps encoded by CDR1, CDR2, and MDR1 [14,15]. However, these are not the only possible mechanisms. For example, the transcription factor Adr1 has recently been identified as a key regulator of ergosterol biosynthesis, and hyperactivation of Adr1 confers azole resistance in C. albicans [16].

Ergosterol biosynthesis is broadly conserved among Saccharomycotina which includes Candida species as well as the baker’s yeast Saccharomyces cerevisiae. However, some differences in gene duplication and expression patterns in the more than 20 enzymes along the ergosterol biosynthetic pathway have been identified [1720]. Ergosterol biosynthesis is divided into three parts: the mevalonate, late, and alternate pathways [19,21]. The mevalonate pathway is responsible for the production of farnesyl diphosphate (FPP), an important ergosterol intermediate. Dephosphorylation of FPP generates farnesol, a quorum-sensing molecule that can regulate the yeast-to-hyphae transition and biofilm formation in C. albicans [2224]. The late pathway is responsible for using FPP to synthesize ergosterol. The rate-limiting enzyme, lanosterol 14-α-demethylase, Erg11 is the direct target of azoles. Inhibition of Erg11 by azoles decreases the production of ergosterol, which negatively affects the cell, and results in the accumulation of its substrate lanosterol that feeds into the alternate pathway and proceeds toward the production of the toxic dienol. Key enzymes in the alternate pathway, Erg6 and Erg3, are respectively responsible for the initial step and last step of toxic dienol generation [11,19,25]. Inactivation or modification of ERG3 or ERG6 impacts drug susceptibility of many Candida species [11,18,20,2631]. For example, loss of Erg6 function reduces susceptibility to nystatin and polyenes in C. glabrata [26,32,33]. Loss of Erg3 function confers resistance to azoles in C. albicans, C. parapsilosis, C. dubliniensis and resistance to polyenes in C. albicans and C. lusitaniae [20,2729,34,35]. ERG3 inactivation causes reduced toxic dienol and instead results in accumulation of 14α-methylfecosterol which supports growth in the presence of azoles despite altered membrane composition [11,20,25,3638]. ERG3 inactivation also rescues the lethality of ERG11 deletion mutants in multiple species [11,20,25,3638].

Both the late and alternate pathways of ergosterol biosynthesis utilize C-4 sterol methyl oxidase, the catalytic component of the C-4 demethylation complex that is responsible for removing the two methyl groups from the C-4 position of the sterol molecule [18,19,39]. In Saccharomyces cerevisiae, Erg25 is the solo C-4 sterol methyl oxidase and essential for standard growth [19,40]. However, both Aspergillus fumigatus and C. albicans encode two membrane C-4 sterol methyl oxidases with one of them serving as the primary enzyme during biosynthesis [17,18,39]. In C. albicans, ERG251 encodes the primary C-4 sterol methyl oxidase, but few studies have characterized it independently and the findings are contradictory. For example, erg251Δ/Δ exhibited increased fluconazole (FLC) susceptibility and accumulation of eburicol, the direct precursor for 14α-methylfecosterol, in the presence of FLC [18]. However, in a haploid C. albicans strain, transposon insertion into ERG251 resulted in decreased FLC susceptibility [34]. This contradiction highlights the need to understand the effect of growth conditions and genetic background on the relationship between ERG251 and drug susceptibility.

Proper levels of ergosterol are crucial for multiple cellular functions including stress response, nutrient transport, and host-pathogen interactions [19,39]. Deletion or overexpression of the key genes in the ergosterol biosynthetic pathway disrupts ergosterol biosynthesis and results in increased susceptibility to osmotic and cell wall stress [19,41]. Disruption of ERG6 and ERG24 also leads to the reduced transport of potassium, calcium and metal in S. cerevisiae and A. fumigatus [4244]. Furthermore, C. albicans erg2Δ/Δ and erg24Δ/Δ mutants exhibit abnormal vacuolar physiology and filamentation defects, and are avirulent in a disseminated model of candidiasis [45].

In this report, we determined the effects of heterozygous and homozygous inactivation of ERG251 on drug susceptibility, sterol composition, filamentation, virulence, and response to stress. Strikingly, we identified recurrent heterozygous point mutations in ERG251 in two distinct genetic backgrounds (SC5314 and P75063) in three independent FLC evolution experiments. Azole tolerance occurred with single allele dysfunction of ERG251 in both of the euploid genetic backgrounds. Azole resistance occurred with single allele dysfunction of ERG251 in combination with concurrent aneuploidy of chromosome 3 and chromosome 6. Homozygous deletion of ERG251 resulted in increased fitness in the presence of low concentrations of FLC, but decreased fitness in rich medium, especially at low cell density. In the presence of FLC, all ERG251 deletion mutants (heterozygous and homozygous) had decreased accumulation of the toxic dienol and increased accumulation of non-toxic alternative sterols. We conclude that ERG251 is the solo active C-4 sterol methyl oxidase of the alternative sterol pathway in C. albicans and dysfunction of this enzyme promotes survival in the presence of azole drugs due to the accumulation of non-toxic alternative sterols. Changes in sterol composition also support the pleiotropic effects of ERG251 on transcription, filamentation, and stress responses. Lastly, the erg251Δ/Δ mutant had decreased virulence while both heterozygous deletion mutants maintained their pathogenicity. In summary, we demonstrate a novel mechanism of Erg251-mediated azole drug tolerance via an accumulation of non-toxic sterol intermediates and highlight the complex and pleiotropic effects of these changes on fitness, stress responses, filamentation, and pathogenicity.

Results

Recurrent point mutations in ERG251 evolve during adaptation to fluconazole

During in vitro evolution of C. albicans in the presence of FLC, ERG251 point mutations were recurrently detected in three independent experiments and within two distinct genetic backgrounds: P75063 and SC5314 (Table 1) [10]. Using whole genome sequencing (WGS), we detected ERG251 point mutations in 16 FLC-evolved strains (Table 1). In P75063 ERG251 is homozygous, while in the type strain SC5314, there are two non-synonymous variants between ERG251-A and ERG251-B, and de novo point mutations were identified in both alleles. The point mutations were all heterozygous and were characterized as missense (A60D, A268D, G62W, W265G, and H274Q), nonsense stop gained (L113* and E273*), frameshift (S27fs), or stop lost (*322Y) (Table 1). Many of these ERG251 point mutations arose in evolved strains with large genomic copy number changes, predominantly whole chromosome trisomies (Table 1 and S1A Fig). The high frequency of mutations in ERG251 during exposure to antifungal drug suggests an important role of ERG251 in response to antifungal drug stress.

Table 1. List of FLC-evolved strains with different ERG251 point mutations.

ERG251 mutations were identified in three independent FLC evolution experiments within two distinct genetic backgrounds (SC5314-derived Sn152 and BWP17, and P75063). Multiple single-colony strains from the same evolved population are organized into the same row. ERG251 point mutations are annotated on the mutated allele, and represented as allele A/allele B, except for AMS5615 where the chromosome region containing ERG251 became homozygous prior to acquisition of the point mutation. ERG251 in the P75063 background is homozygous.

Strains Genetic background ERG251 genotypes Mutation types Copy number changes FLC MIC (24hr) FLC SMG
(48hr)
Strains from evolution experiment 1 [Zhou et al., 2024, accepted]
SN152 N.A ERG251/ERG251 N.A None 0.5 μg/ml 0.07
Evolved 1.1/1.2 Sn152 ERG251/ERG251 L113* Stop gained Chr3x3, Chr6x3, Chr5 LOH >256 μg/ml N. A
Evolved 2.1/2.2 Sn152 ERG251 E273* /ERG251 Stop gained Chr3x3, Chr6x3 >256 μg/ml N. A
Evolved 3.1/3.3 Sn152 ERG251 A60D /ERG251 Missense Chr3x3, Chr6x3 >256 μg/ml N. A
Evolved 3.2 Sn152 ERG251/ERG251 *322Y Stop lost Chr6x3 1 μg/ml 0.58
Strains from evolution experiment 2
BWP17 N.A ERG251/ERG251 N.A None 0.5 μg/ml 0.08
AMS5615 BWP17 ERG251/ERG251 A268D Missense Chr4 (partial)x4, Chr7x3, Chr7 LOH 1 μg/ml 0.79
AMS5617/5618 BWP17 ERG251 S27fs /ERG251 Frame shift Chr4x3,Chr5 LOH 1 μg/ml 0.73
AMS5622/5623/5624 BWP17 ERG251 G62W /ERG251 Missense Chr7x3 1 μg/ml 0.54
AMS5625/5626 BWP17 ERG251 W265G /ERG251 Missense None 1 μg/ml 0.50
Strains from evolution experiment 3 [10]
P75063 N.A ERG251/ERG251 N.A None 0.5 μg/ml 0.11
AMS4130 P75063 ERG251/ERG251 H274Q Missense None 1 μg/ml 0.26

Single allele dysfunction of ERG251 leads to azole drug tolerance

To determine the impact of ERG251 point mutations on drug susceptibility, we quantified azole resistance and tolerance in the evolved isolates. All FLC-evolved strains carrying ERG251 point mutations in the SC5314-derived background were either resistant (minimal inhibitory concentration, MIC≥ 256μg/ml) or tolerant (Supra-MIC growth, SMG >0.50) to FLC and other azoles (voriconazole, VOC, and itraconazole, ITC) (Tables 1 and S1). Similarly, the FLC-evolved strain carrying an ERG251 point mutation in the P75063 background had increased tolerance relative to the progenitor (increase in SMG from 0.13 to 0.26) (Tables 1 and S1).

Next, we engineered representative point mutations from the FLC-evolved strains into the wild-type, drug-sensitive SC5314 background and determined azole susceptibility. Four different heterozygous ERG251 point mutations (L113*, W265G, E273*, and *322Y) were selected to represent the range of drug tolerant and resistant phenotypes. The engineered point mutants resulted in a 2-fold increase in MIC and more than an 8-fold increase in tolerance to three different azole drugs (FLC, VOC, ITC) (Fig 1A and S1 Table).

Fig 1. The point mutation of ERG251 leads to the partial dysfunction of ERG251 causing acquisition of azole tolerance.

Fig 1

Liquid microbroth drug susceptibility assay. Fluconazole (FLC) resistance quantified as the MIC50 at 24hr in increasing concentrations of FLC (left) and FLC tolerance quantified as the Supra-MIC growth at 48hr (SMG, right) which is the average growth above the MIC50 for: A. the wild-type SC5314 (ERG251/ERG251), engineered heterozygous ERG251 point mutations strains in the SC5314 background, and both heterozygous deletion mutants of ERG251 in the SC5314 background; and B. the wild-type SC5314 (ERG251/ERG251), ERG251 overexpression strain, both heterozygous deletion mutants of ERG251 and their corresponding complementation strains, an ERG251 heterozygous deletion in the P75063 background and wild-type P75063 (P75063-ERG251/ERG251) as a control. C. Rhodamine 6G efflux kinetics of two heterozygous deletion mutants and the homozygous deletion of ERG251 in SC5314 with SC5314 (ERG251/ERG251) as the control in YPAD (left) and YPAD+1μg/ml FLC (right). Plots indicate average fluorescence intensity changes of Rhodamine 6G (R6G) from three biological replicates over 90 min. D. 24hr MIC (left, μg/ml) and 48hr SMG (right, tolerance) in FLC with or without radicicol (Hsp90 inhibitor) treatment for two heterozygous deletion mutants of ERG251 with SC5314 (ERG251/ERG251) and a Positive Control (a FLC resistant clinical isolate (C17/12-99)). A&B&D: For MIC values, each dot represents a single replicate and each bar represents the average of three biological replicates of a single strain; SMG values are mean ± SEM calculated from three biological replicates of a single strain.

Based on these phenotypes we hypothesized that the heterozygous point mutations were due to a loss of gene function. We generated two different heterozygous deletion mutants of ERG251 by deleting either the A or the B allele in the SC5314 background (aΔ/B: erg251Δ/ERG251 and A/bΔ: ERG251/erg251Δ). Additionally, we constructed a strain with heterozygous over-expression of ERG251 (ERG251/TetO-ERG251) in the SC5314 background. We validated the deletion mutants using WGS and confirmed that transformation did not introduce off-target effects (S1B Fig). Heterozygous deletion of ERG251 resulted in azole tolerance levels that were the same as all four engineered strains with heterozygous ERG251 point mutations (Fig 1A and S1 Table). Meanwhile, over-expression of ERG251 only resulted in a small increase in FLC tolerance (SMG = 0.3, Fig 1B), but did not phenocopy the evolved mutants. Complementation of the heterozygous mutants erg251Δ/ERG251 and ERG251/erg251Δ with the missing ERG251 allele (erg251Δ/ERG251+ERG251-A and ERG251/erg251Δ+ERG251-B) eliminated the FLC tolerance (Figs 1B and S1B). In the P75063 genetic background, heterozygous deletion of ERG251 was sufficient to cause the increase in azole tolerance observed for the FLC-evolved strain that carried the ERG251 point mutation (Fig 1B and Table 1). Therefore, we conclude that these ERG251 point mutations lead to the single allele dysfunction of ERG251 which causes azole tolerance in C. albicans.

Next, we tested if ERG251-mediated azole tolerance was caused by upregulated drug efflux pumps or dependent on Hsp90. Measurement of Rhodamine 6G (R6G) is a useful method for quantifying efflux pump activity [46]. We found that ERG251-mediated azole tolerance was independent of drug efflux pumps as indicated by a small decrease in the rate of efflux of R6G for ERG251 heterozygous deletion mutants compared to ERG251/ERG251 (SC5314) during the exposure to FLC (Fig 1C). Hsp90 is a molecular chaperone and an important mediator for drug tolerance and stress response [47,48]. We found that ERG251-mediated tolerance depends on Hsp90 function. Addition of an Hsp90 inhibitor (radicicol, 2.5μM) to assays measuring azole resistance (MIC50) and tolerance (SMG) blocked the acquired azole tolerance of ERG251 heterozygous deletion mutants. Radicicol did not reduce the MIC or the cell viability of a well-characterized FLC resistant clinical isolate with increased expression of ERG11, MDR1, CDR1 and CDR2 (C17/12-99, Fig 1D and S1 Table) [49,50]. Additionally, for susceptible and tolerant strains, inhibition of Hsp90 caused FLC to become fungicidal as no viable cells were recovered from higher FLC concentrations combined with radicicol (S2 Fig). Hsp90 regulates cell morphogenesis and cell wall stress through the calcineurin pathway, suggesting that ERG251-mediated tolerance may also alter cell membrane and/or cell wall stress responses [48].

Single allele dysfunction of ERG251 and concurrent aneuploidy leads to azole resistance

The single allele dysfunction of ERG251 was sufficient to reproduce the azole tolerance phenotype observed in 10/16 of the FLC-evolved strains with ERG251 point mutations. However, 6 of the FLC-evolved strains with ERG251 point mutations acquired bona fide azole resistance (MIC >256 μg/ml FLC, Table 1). All 6 resistant ERG251 mutants also had chromosome (Chr)3 and Chr6 concurrent aneuploidies (Fig 2A and Table 1, Evolved 1.1/1.2, 2.1/2.2 and 3.1/3.3 representing two single colonies from three independent FLC-evolved lineages). Recently, we showed that Chr3 and Chr6 concurrent aneuploidy causes azole tolerance and correlates with elevated expression of drug responsive genes located on these chromosomes, including CDR1, CDR2, MDR1, and MRR1 [Zhou et al. 2024, accepted]. We hypothesized that heterozygous deletion of ERG251 in the Chr3 and Chr6 aneuploid background would make these tolerant cells resistant. To test this hypothesis, we isolated an azole tolerant strain with Chr3 and Chr6 concurrent aneuploidies and wild-type alleles of ERG251 in the SC5314-derived genetic background (Evolved 4.1: ERG251/ERG251) (Fig 2B). We deleted one copy of ERG251 (on Chr4) from this concurrent aneuploid strain, and confirmed that the mutants maintained the aneuploid chromosomes by whole genome sequencing. Heterozygous deletion of ERG251 in the concurrent aneuploidy background with elevated drug efflux resulted in a 256-fold increase in MIC, reproducing the azole resistance phenotype observed for the FLC-evolved resistant strains (>256μg/ml, Fig 2B, 2C, and 2D and S1 Table). We therefore conclude that the combination of the single allele dysfunction of ERG251 and concurrent aneuploidy leads to bona fide drug resistance.

Fig 2. Single allele dysfunction of ERG251 in combination with concurrent aneuploidy causes azole resistance.

Fig 2

A. Representative whole genome sequencing (WGS) data of the FLC-evolved strains 1.1/1.2, 2.1/2.2, and 3.1/3.2 that acquired heterozygous point mutations at ERG251 and Chr3 and Chr6 concurrent aneuploidy. B. WGS data of FLC-evolved strain 4.1 that had wild-type alleles of ERG251/ERG251 and Chr3 and Chr6 concurrent aneuploidy, plus two ERG251 heterozygous deletion mutants engineered in the Evolved 4.1 aneuploid background. A&B WGS data are plotted as the log2 ratio and converted to chromosome copy number (y-axis, 1–4 copies) as a function of chromosome position (x-axis, Chr1-ChrR). The baseline ploidy was determined by propidium iodide staining (S1 Table). Haplotypes relative to the reference genome SC5314 are indicated. C. 24hr MIC (left, μg/ml) and 48hr SMG (right, tolerance) in FLC for SC5314 (ERG251/ERG251), ERG251 heterozygous deletion mutant in the SC5314 background, FLC-evolved strain 4.1, and two ERG251 heterozygous deletion mutants engineered in the Evolved 4.1 aneuploid background (two independent transformants). MIC: each dot represents a single replicate and bar represents the average of three technical replicates of a single strain; SMG values are mean ± SEM calculated from three technical replicates of a single strain. D. Rhodamine 6G efflux kinetics of ERG251 heterozygous deletion mutant in evolved strain 4.1 background with evolved strain 4.1 and SC5314 (ERG251/ERG251) as the controls in YPAD (left) and YPAD+1μg/ml FLC (right). Plots indicate fluorescence intensity changes of Rhodamine 6G (R6G) over 90 min.

Erg251 exhibits contrasting effects on fitness in the presence or absence of drug

Our results show that disruption of one copy of ERG251 results in tolerance or resistance to azoles in distinct genetic backgrounds. Although we have shown that Hsp90 is required for tolerance, the full range of mechanisms and impact of changing ERG251 are not known. In order to fully understand the function of ERG251 in different cellular processes, two independent homozygous ERG251 deletion mutants were generated in SC5314 background. We confirmed that these deletions did not introduce any large-scale genomic changes (loss of heterozygosity or aneuploidy) (S1B Fig), and two independent erg251Δ/Δ mutants (d51 and d70) exhibited identical phenotypes. Both erg251Δ/Δ mutants had decreased growth in rich medium with low initial cell density (OD600 = 0.001) compared to the wild-type control in a 96-well plate format with constant shaking (Fig 3A and 3B). Importantly, we found that the growth defect of erg251Δ/Δ in YPAD could be partially rescued by simply increasing initial cell density (from an OD600 = 0.001 to 0.005 or 0.01) (Fig 3A and 3B). In C. albicans, cell density is communicated and linked with gene expression via the quorum sensing process, and farnesol is a major quorum sensing molecule secreted by C. albicans [22,51,52]. The production of farnesol requires the dephosphorylation of FPP, the precursor for the ergosterol biosynthesis pathway [23,53]. Therefore, we tested the impact of different concentrations of farnesol (0–1000μM) on the growth of erg251Δ/Δ mutants with low initial cell density (Fig 3C, Y-axis). Moderate concentrations of farnesol (62.5–250 μM) improved the growth of erg251Δ/Δ in YPAD, while farnesol had no impact on growth of the wild-type control (Fig 3D, Y-axis). Therefore, homozygous deletion of ERG251 may result in disrupted ergosterol biosynthesis which subsequently provides negative feedback on farnesol production contributing to the growth defect of erg251Δ/Δ.

Fig 3. Homozygous deletion of ERG251 results in decreased fitness at low initial cell density and increased fitness in the presence of low concentrations of FLC (≤1μg/ml).

Fig 3

A. 48hr growth curve analysis of erg251Δ/Δ started at three different initial cell densities (OD600 = 0.001, 0.005, or 0.01) with ERG251/ERG251 (SC5314, OD600 = 0.001) as the control. Average slope and ±SEM for three technical replicates is indicated. B. Carrying capacity (K) and doubling time (Td, hrs), and lag phase (hrs) determined from growth curve analysis in Fig 2A. C&D. X-Y growth curve assay of (C) erg251Δ/Δ and (D) ERG251/ERG251 in the presence of increasing concentrations of FLC (X-axis, 0–256 μg/ml, 2-fold dilutions) and/or increasing concentrations of farnesol (FAR) (Y-axis, 0–1000 μM, 2-fold dilutions). Growth was estimated with the area under the curve (AUC heatmap) of the 48hr growth curve. E&F. Cell viability of (E) erg251Δ/Δ and (F) ERG251/ERG251 after 48 hr exposure to FLC or/and FAR. Cells from Fig 3B were plated on YPAD agar and imaged after 24hr incubation. G. Relative fitness calculated from head-to-head competitive assay for erg251Δ/ERG251, ERG251/erg251Δ, erg251Δ/Δ, erg251Δ/Δ+ERG251-A, and erg251Δ/Δ+ERG251-B compared to the fluorescent control strain (ERG251/ERG251). B&G: Values are mean ± SEM calculated from three technical replicates. Data were assessed for normality by Shapiro-Wilk, and significant differences between the ERG251/ERG251 and mutants were calculated using two-way ANOVA with Dunnett’s multiple comparisons test. ****p<0.0001, **p<0.01. A-G: At least three biological replicates were performed.

We next measured the impact of FLC on erg251Δ/Δ strains. The growth defect of the erg251Δ/Δ strain prevented us from conducting MIC and SMG assays for resistance and tolerance because these assays are normalized to growth in rich media (no drug) and erg251Δ/Δ strains grow poorly in these conditions. Therefore, we tested the impact of different concentrations of FLC (0–256μg/ml) on erg251Δ/Δ using a growth curve assay. Low concentrations of FLC (≤1μg/ml) increased growth of erg251Δ/Δ compared to no drug, whereas higher concentrations of FLC had no impact and growth remained poor (Fig 3C, X-axis). In contrast, the wild-type control (ERG251/ERG251) exhibited decreased growth at concentrations at and above its MIC50 (0.5μg/ml FLC, Fig 3D, X-axis). This suggests that total dysfunction of ERG251 can promote C. albicans growth in FLC but only at low concentrations.

Adding either farnesol or FLC only partially restored the growth defect of erg251Δ/Δ (Fig 3C). Therefore, we determined if adding farnesol in combination with FLC could further restore growth of erg251Δ/Δ. Growth of erg251Δ/Δ from all different concentration combinations showed that low concentrations of FLC (≤1μg/ml) are sufficient to confer increased growth regardless of the concentration of farnesol (Fig 3C). In contrast, high concentrations of both farnesol (>125μM) and FLC (>1μg/ml) greatly inhibited growth of erg251Δ/Δ (Fig 3C). Growth inhibition for the wild-type control (ERG251/ERG215) was solely controlled by the FLC concentration (Fig 3D). Furthermore, high-concentration farnesol (>125μM) combined with high concentrations of FLC (>64μg/ml) exhibited a killing effect on the erg251Δ/Δ cells but not on the wild-type control (ERG251/ERG251) (Fig 3E and 3F). These results suggest that in the absence of Erg251, farnesol can make FLC fungicidal at high concentrations, likely due to more severe inhibition of cell growth and ergosterol production.

Lastly, a head-to-head competition assay validated the fitness trade-off for erg251Δ/Δ, with a fitness cost in YPAD and a fitness benefit in the presence of a low concentration of FLC (1μg/ml) (Fig 3G). This fitness trade-off was not seen for the two heterozygous deletion mutants (erg251Δ/ERG251 or ERG251/erg251Δ) and was completely rescued by complementation of the homozygous deletion mutant with either the ERG251-A or ERG251-B allele (erg251Δ/Δ+ERG251-A or erg251Δ/Δ+ERG251-B) (Fig 3G). Taken together, we propose that in response to low concentrations of FLC, erg251Δ/Δ upregulates the alternate sterol production pathway to compensate for a reduction in ergosterol production and support increased growth (see below).

Pleiotropic effects of Erg251 on cell membrane organization, stress response, and biofilm formation

We next explored the mechanisms by which ERG251 affects fitness, drug susceptibility, and other stress responses. Transcriptional analysis was performed for the SC5314 wild-type (ERG251/ERG251), two ERG251 heterozygous deletion mutants, and one homozygous deletion mutant using RNAseq in two different log phase conditions: YPAD and YPAD+1μg/ml FLC. We first focused our analysis on the comparison between erg251Δ/Δ and wild-type in YPAD to understand the role of ERG251 in a broad range of cellular processes (Fig 4A and S2 Table). Differential expression analysis was used to identify genes with a significant change in abundance in erg251Δ/Δ cells compared to wild-type (913 genes, log2 fold change ≥ 1 or ≤-1 and adjusted p-value < 0.05). Gene Ontology (GO) analyses of differentially expressed genes revealed an overrepresentation of genes associated with cell wall organization, biofilm formation, filamentation growth, metabolic processes, and stress response (Fig 4B and S3 Table).

Fig 4. Homozygous deletion of ERG251 leads to increased sensitivity to cell membrane and osmotic stress but decreased sensitivity to oxidative stress.

Fig 4

A. Volcano plot for differentially expressed genes (log2 fold change ≥ 1 or ≤-1 and adjusted p-value < 0.05) in the erg251Δ/Δ mutant compared to ERG251/ERG251 in YPAD. Genes that are significantly differentially expressed by both fold change and p-value cut-offs are in red. B. Gene Ontology (GO) terms for differentially expressed genes (log2 fold change ≥ 1 or ≤ -1 and adjusted p-value < 0.05) in the erg251Δ/Δ mutant compared to ERG251/ERG251 in YPAD. Cell wall organization, biofilm formation, lipid metabolic process, filamentous growth and response to stress. GO terms are highlighted and differentially expressed genes contributing to the enrichment noted to the right. C. Relative growth (area under growth curve) of ERG251/ERG251, erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ in YPAD+NaCl (0 to 3.0M), YPAD+SDS (0 to 0.1%), and YPAD+H2O2 (0 to 25 mM) across different concentrations (Methods). Relative growth was calculated by normalizing to the growth of no drug control. Arrows indicate the minimum concentration that inhibits the growth (20%) of ERG251/ERG251 (gray) and erg251Δ/Δ (red) relative to no drug control. Dashed line indicates the cut-off for the 20% decreased growth. Data are presented as the mean ±SEM for three technical replicates. A-C: At least three biological replicates were performed.

We identified many down-regulated genes in erg251Δ/Δ cells involved in cell membrane, filamentation, and stress response. Genes that regulate cell membrane structure including lipid metabolism, ergosterol and sphingolipid biosynthesis were down-regulated, including ERG11, ERG1, LIP1, PLB1, UPC2, ARE2, and SCS7 (Fig 4A and 4B) [34,54]. Genes that regulate filamentation and biofilm formation were also down-regulated, including FGR23, HYR1, ALS2, and ALS4 (Fig 4A and 4B) [5557]. Additionally, the osmotic stress related gene AQY1 and heat stress related genes HSP70 and HSP12 were also down-regulated (Fig 4A) [5759]. In contrast, genes that are involved in oxidative stress response like SOD5 and AOX2 were up-regulated (Fig 4A and 4B) [60,61]. These changes in lipid metabolism and stress response may affect metabolism and nutrient availability more broadly including carbon and amino acid metabolism [18,62].

GO analysis of biological process identified enrichment of 26 genes in erg251Δ/Δ cells that encode proteins with GlycosylPhosphatidylInositol (GPI)-anchored motifs. GPI anchors attach proteins to the cell surface contributing to cell-wall integrity, cell-cell interaction, and hyphal formation [63,64]. These genes include HYR1, FGR23, and SOD5 as well as cell wall specific genes in the PGA and ALS families. Overall, genes encoding GPI-anchored motifs were down-regulated in erg251Δ/Δ cells (20 out of 26) (Fig 4A and S4 Table) consistent with prior work demonstrating cross-talk between the ergosterol and GPI biosynthesis pathways [65,66].

Phenotypic analysis was consistent with transcriptional analysis for the pleiotropic effects of ERG251 on cell membrane organization and stress responses. Compared to wild-type (ERG251/ERG251), erg251Δ/Δ exhibited no change in response to increased temperature (37°C) or cell wall stressors (Calcofluor White and Congo Red) (S2B Fig). In contrast, erg251Δ/Δ exhibited detectable phenotypes in response to cell membrane, osmotic and oxidative stress (S2B Fig). To quantify these effects, we performed growth curve analysis in the absence and presence of increasing concentrations of H2O2, NaCl, and SDS, and calculated the minimum concentration that inhibited growth by 20% relative to no stress. The erg251Δ/Δ mutant was more susceptible to osmotic (NaCl, 1.4-fold decrease) and cell membrane (SDS, 10-fold decrease) stress, but exhibited increased resistance to H2O2 (1.5-fold increase) relative to wild-type (Figs 4C and S2B). These changes in stress response were not observed for the two ERG251 heterozygous deletion mutants at either the transcriptional or phenotypic levels (Figs 4C and S3A–S3D). Taken together, this indicates that the total loss of ERG251 results in a dramatic physiological response that impacts cell membrane composition and osmotic/oxidative stress responses.

ERG251-A exhibits dominant regulation of filamentation

Given that genes related to filamentation and biofilm formation were downregulated in erg251Δ/Δ, we next quantified filamentation in all three deletion mutants (homozygous and two heterozygous). Using an in vitro filamentation assay, we found that deletion of ERG251-A (erg251Δ/ERG251) had a ~25% decrease in the proportion of hyphae, while deletion of ERG251-B (ERG251/erg251Δ) exhibited no change compared to wild-type ERG251/ERG251 (Fig 5A and 5B). Complementation of erg251Δ/ERG251 with the ERG251-A allele restored wild-type filamentation (Fig 5A and 5B). Similar filamentation defects were also observed for the FLC-evolved strains with ERG251 loss-of-function point mutations in the A allele (ERG251W265G/ERG251), but not for evolved strains with point mutations in the B allele (ERG251/ERG251*322Y) (S3E Fig). This indicates that ERG251-A plays a dominant role in regulating filamentation, while ERG251-B is not required for filamentation in C. albicans. Additionally, a more severe filamentation defect (~50%) was observed in erg251Δ/Δ compared to the wild-type (Fig 5A and 5B). Complementation of erg251Δ/Δ with the ERG251-A allele, not the ERG251-B allele, was able to partially restore filamentation (Fig 5A and 5B). Taken together, this data supports a dominant role of ERG251-A in regulating filamentation.

Fig 5. Deletion of ERG251-A but not ERG251-B leads to decreased filamentation.

Fig 5

A. Representative filamentation images of wild-type ERG251/ERG251, erg251Δ/ERG251, erg251Δ/ERG251+ERG251-A, ERG251/erg251Δ, ERG251/erg251Δ+ERG251-B, erg251Δ/Δ, erg251Δ/Δ+ERG251-A, and erg251Δ/Δ+ERG251-B. Cells were induced in RPMI supplemented with 10% FBS for 4 hrs. Scale bar, 20 μm. B. Quantification of the yeast (<6μm), pseudohyphae (15–36 μm), and hyphae (>36 μm) from genotypes in Fig 5A. 150 to 500 cells were counted for each strain, and at least two biological replicates were performed. Values are mean ± SEM calculated from three biological replicates. Statistical significance for filamentation was compared to ERG251/ERG251 and assessed using two-way ANOVA with uncorrected Fisher’s LSD, ***P <0.001, **P <0.01, * P ≤ 0.05, ns: P >0.05. C. Principal component analysis of transcriptional data in YPAD and YPAD+FLC (1μg/ml) for ERG251/ERG251, erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ. D. Venn diagrams comparing the genes that are differentially expressed in erg251Δ/ERG251 and ERG251/erg251Δ (log2 fold change ≥ 0.5 or ≤-0.5 and adjusted p-value < 0.1) relative to ERG251/ERG251 in YPAD. E. The relative expression level (log2 fold change) of genes associated with filamentation in erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ compared to ERG251/ERG251 in YPAD.

ERG251-A regulation of filamentation might be caused by the control of genes that are involved in the yeast-to-hyphae transition. Transcriptional analysis revealed that deletion of ERG251-A (erg251Δ/ERG251) resulted in a greater impact on overall gene expression than deletion of ERG251-B (ERG251/erg251Δ) (Figs 5C and S3A–S3D). In the YPAD condition, deletion of ERG251-A resulted in 357 differentially expressed genes (log2 fold change ≥ 0.5 or ≤-0.5 and adjusted p-value < 0.1, S5 Table) compared to deletion of ERG251-B which altered expression of 26 genes (log2 fold change ≥ 0.5 or ≤-0.5 and adjusted p-value < 0.1, S6 Table) (Fig 5D). Only 11 genes were significantly differentially expressed in both heterozygous mutants including ERG6, ERG251 and CRZ2 (Fig 5D). Notably, ERG6 had increased expression in both heterozygous mutants which may contribute to the activation of the alternate pathway for ergosterol biosynthesis (Figs 5D, S3A, and S3B). This suggests there is redundancy of the ERG251-A and ERG251-B alleles in ergosterol biosynthesis, and supports why loss of function of either allele results in the same azole tolerance phenotype (Fig 1). Furthermore, in the SC5314 background ERG251-A and ERG251-B had similar RNA abundance (S3F Fig), and both of the tagged proteins, Erg251-A-GFP and Erg251-B-GFP, localized to the endoplasmic reticulum (ER) in both yeast and hyphal phases (S3G Fig). This indicates that the divergent function of the two ERG251 alleles is not caused by allelic expression or subcellular translocation. Among the 346 genes that were differentially expressed only in erg251Δ/ERG251, GO analysis revealed an enrichment of genes that regulate filamentation (S3C Fig and S7 Table). Genes that positively regulate filamentation, including HYR1 and HWP1, and their up-stream transcription factor SFL2 were all down-regulated in erg251Δ/ERG251 (Figs S3A and 5E) [56,57]. Transcription factor EFH1 was up-regulated in erg251Δ/ERG251 and its overexpression may lead to pseudohyphal formation (Figs S3A and 5E) [67,68]. Finally, we found that in YPAD, both erg251Δ/ERG251 and erg251Δ/Δ have largely conserved regulation of this subset of genes involved in filamentation: SFL2, HWP1, HWP2, HYR1, HYR3, and EFH1 (Fig 5E).

Deletion of ERG251 disrupts the ergosterol production and reduces accumulation of the toxic dienol in the presence of FLC

Homozygous deletion of ERG251 results in a diverse set of phenotypic effects that may be directly related to disrupted ergosterol biosynthesis and lipid metabolism. To more comprehensively analyze the impact of deleting ERG251 on ergosterol biosynthesis, we first analyzed transcription of genes involved in ergosterol biosynthesis from all three pathways: mevalonate, late and alternate (Fig 6A). In YPAD, erg251Δ/Δ had decreased expression relative to the wild-type of 11 ERG genes and increased expression of ERG12, ERG25, and ERG6 (Figs 6A and S4A). Among the 11 down-regulated ERG genes, ERG1 and ERG11 had the most significant decreases (log2 fold change = -1.5 and -1.3 respectively). These two genes represent two rate-limiting steps in the ergosterol biosynthesis pathway [69]. Two additional key genes were down regulated in erg251Δ/Δ compared to wild-type in YPAD: UPC2, encoding a transcription factor that activates ERG genes, and ARE2, encoding a sterol acyltransferase that regulates the storage and decomposition of ergosterol [7072]. When comparing the transcriptional abundance of ERG genes between the two growth conditions (FLC vs YPAD), we found that almost all ERG genes had increased expression in response to FLC exposure across all four strains, with or without ERG251 deletion (S4A Fig and S12S15 Tables). Strikingly, ERG6 had 8-fold increased expression in erg251Δ/Δ in the presence of FLC relative to wild-type (S4B Fig and S11 Table), and over-expression of ERG6 can result in accumulation of the alternative sterols leading to cell survival in the presence of FLC [19,25,73]. Therefore, we hypothesize that deletion of ERG251 can disrupt the ergosterol production and lead to accumulation of alternative sterols in the presence of FLC.

Fig 6. Homozygous deletion of ERG251 leads to the decreased ergosterol accumulation in the absence of FLC and decreased production of toxic dienol in the presence of FLC.

Fig 6

A. Overview of the ergosterol biosynthetic pathway in C. albicans, including the mevalonate, late ergosterol, and alternate pathways [11,19,69,73]. Genes that were down-regulated (blue) and up-regulated (red) in the erg251Δ/Δ under no drug conditions relative to SC5314 (S4A Fig). B. Representative GC-MS profiling of ERG251/ERG251, erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ strains in absence of drug and in the presence of 1μg/ml FLC. The number above each peak represents the area of the peak based on the number of counts taken by the mass spectrometer detector at the point of retention. Labelled peaks indicate the input standard cholesterol, ergosterol, and unidentified sterols: sterol A, toxic dienol intermediates and alternative sterol. All unidentified sterols were compared with known standards: ergosterol, lanosterol, obtusifoliol, zymosterol, 4,4-dimethyl zymosterol, eburicol, episterol, and gramisterol (24-methylenelophenol). C. Abundance of sterols in tested strains from Fig 6B. Values are mean ± SEM calculated from three biological replicates. Statistical significance for filamentation was compared to ERG251/ERG251 from the same condition and assessed using two-way ANOVA followed by Dunnett’s multiple comparisons test", ****P <0.0001, ***p<0.001, **p< 0.01, *p<0.05, ns: P >0.05.

To test this hypothesis, we performed gas chromatography-mass spectrometry (GC-MS) analysis of sterol accumulation for the SC5314 wild-type (ERG251/ERG251), two ERG251 heterozygous deletion mutants, and one homozygous deletion mutant in the absence or presence of 1ug/ml FLC. In the absence of FLC, all ERG251 deletion mutants exhibited significantly decreased ergosterol accumulation compared to wild-type (Fig 6B and 6C). Notably, in the absence of FLC, the erg251Δ/Δ mutant exhibited a unique peak at 24.60 min retention time (Fig 6B), and the mass spectrum of this peak had 63% similarity to 4-methyl episterol (also known as 24-methylenelophenol or gramisterol) (S5 Fig). This indicates that in the absence of FLC, ERG251 deletion (heterozygous or homozygous) leads to the disruption of ergosterol biosynthesis, but only homozygous deletion of ERG251 results in accumulation of an ergosterol intermediate that likely contributes to the severe growth defect and membrane sensitivity of erg251Δ/Δ (Figs 3A and 4C). We named this 4-methyl episterol-related ergosterol intermediate “sterol A” here because the elution profile matches the unidentified sterol A detected when an erg251Δ/Δ mutant was cultured under biofilm growth conditions [74]

In presence of 1ug/ml FLC, all ERG251 deletion mutants exhibited significantly decreased accumulation of the toxic dienol (peaks at 24.3 min) and its intermediates (peaks at 23.2 and 23.6 min) compared to wild-type (Fig 6B and 6C). Importantly, FLC exposure combined with ERG251 deletion resulted in increased accumulation of an alternative sterol (retention time at 25.1 min, Fig 6B and 6C) with a similar spectral profile as the lanosterol standard (not the eburicol or 4,4-dimethyl zymosterol standards), possibly the lanosterol derivative 24-methylenedihydrolanosterol (S5 Fig) [75]. This indicates that in the presence of FLC, ERG251 deletion (heterozygous and homozygous) reduces the accumulation of toxic dienol production and increases the accumulation of non-toxic alternative sterols causing azole drug tolerance.

ERG251 is the major active C-4 sterol methyl oxidase in the alternate sterol pathway controlling drug susceptibility

ERG25, the paralog of ERG251, is expressed at low levels relative to ERG251 in wild-type cells [18]. We found that ERG25 expression was increased upon deletion of ERG251 (both heterozygous and homozygous deletion) in the absence of FLC (log2 fold change ~0.5, S4A Fig). Recently, Xiong et al. reported that increased expression of ERG25 alone can improve the growth and filamentation defects of an erg251Δ/Δ null mutant [74]. Therefore, we hypothesized that Erg25 and Erg251 can compensate for each other during ergosterol biosynthesis despite having significant sequence divergence (S6A Fig). Consistent with this, a double homozygous deletion of ERG251 and ERG25 was not possible after multiple attempts. This indicates that there is some essential compensation between the two enzymes, most likely in the late ergosterol biosynthesis pathway. A heterozygous deletion of ERG25 in either the wild-type or erg251Δ/Δ strain backgrounds had no effect on drug susceptibility (S6B and S6C Fig). Surprisingly, in the absence of FLC, wild-type and heterozygous deletion mutants of ERG251 generate low amounts of the toxic dienol, but this toxic dienol was completely eliminated in the erg251Δ/Δ null mutant (Fig 6C). We conclude that Erg251 is the solo C-4 sterol methyl oxidase in the alternate sterol pathway under typical growth conditions (Fig 6A). However, in the presence of FLC, ERG25 expression was increased along with ERG6 in the erg251Δ/Δ null mutant (S4A and S6D Figs) and this combination may be sufficient to provide flux through the alternate sterol pathway, resulting in accumulation (albeit significantly reduced) of the toxic dienol and dienol intermediates (Fig 6C).

Zinc transporter contributes to Erg251-mediated azole tolerance

To determine the mechanism driving decreased drug susceptibility, we further compared the transcriptional analysis of all three ERG251 deletion mutants during growth in FLC. No significant change in expression was observed for genes encoding the drug efflux pumps CDR1, CDR2, and MDR1 across the three ERG251 deletion mutants, compared to wild-type (log2 fold change ≥ 0.5 or ≤-0.5 and adjusted p-value < 0.1), with an exception for MDR1 in erg251Δ/Δ that had a 2-fold increase (adjusted p-value = 9.6x10-7) (Fig 7A and S9S11 Tables). We next determined whether there was a conserved transcriptional response across the three ERG251 mutants after FLC exposure. In YPAD+1ug/ml FLC, only 8 genes were significantly differentially expressed in all three ERG251 deletion mutants relative to wild-type (heterozygous deletion mutants: log2 fold change ≥ 0.5 or ≤ -0.5 and adjusted p-value < 0.1, homozygous deletion mutant: log2 fold change ≥ 1 or ≤ -1 and adjusted p-value < 0.05) (Fig 7B). Based on the predicted and characterized functions of these 8 genes, we focused on ZRT2 that encodes a zinc transporter that localizes to the plasma membrane and is essential in C. albicans for Zinc uptake and growth at acidic pH [76]. ZRT2 was upregulated ~1.5 fold in both the heterozygous and homozygous ERG251 deletion mutants during FLC exposure (Fig 7A–7C).

Fig 7. Dysfunction of ERG251 activates a Zinc transporter contributing to decreased azole susceptibility.

Fig 7

A. The relative expression level (log2 fold change) of CDR1, CDR2, MDR1 and ZRT2 in erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ compared to ERG251/ERG251 under YPAD+1μg/ml FLC condition. B. Venn diagrams comparing the genes that differentially expressed in erg251Δ/ERG251, ERG251/erg251Δ and erg251Δ/Δ relative to ERG251/ERG251 under YPAD+1μg/ml FLC condition. C. mRNA expression fold change (y-axis) of ZRT2 in ZRT2 overexpression strain (tetO-ZRT2-1) (Left, RT-qPCR) and in erg251Δ/ERG251 and ERG251/erg251Δ (Right, RNA-seq) under YPAD or YPAD+1μg/ml FLC condition relative to the wild-type control. Asterisk indicates the expression change is significant (adjusted p-value < 0.1). Dotted line indicates the SMG of erg251Δ/ERG251. At least three biological repeats were performed. D. 24hr MIC (left, μg/ml) and 48hr SMG (right, tolerance) in FLC for two ZRT2 overexpression strains (tetO-ZRT2-1 and tetO-ZRT2-2, independent transformants) in SC5314 background and two ZRT2 heterozygous deletion mutants in erg251Δ/ERG251 background (erg251Δ/ERG251: zrt2Δ/ZRT2-1 and erg251Δ/ERG251: zrt2Δ/ZRT2-2) together with SC5314 (ERG251/ERG251) and erg251Δ/ERG251 as the controls. MIC: each dot represents a single replicate and bar represents the average of three technical replicates of a single strain; SMG values are mean ± SEM calculated from three technical replicates of a single strain. At least three biological replicates were performed.

To delineate the role of Zrt2 in Erg251-mediate azole tolerance, we engineered additional strains and quantified drug susceptibility. Overexpression of ZRT2 in the wild-type SC5314 background resulted in an ~1.6-fold increase in mRNA expression relative to wild-type in the presence of FLC (Fig 7C). Overexpression of ZRT2 caused increased FLC tolerance (SMG = 0.24–0.25) relative to wild-type, however less tolerance than the ERG251 heterozygous deletion mutants (SMG = 0.6) (Fig 7D). To test if Zrt2 directly contributes to the high tolerance observed in ERG251 heterozygous deletion mutants, we deleted a single copy of ZRT2 from the erg251Δ/ERG251 background (Fig 7D). Both independent transformants exhibited reduced FLC tolerance (SMG = 0.45–0.49) compared to the ERG251 heterozygous deletion mutant (SMG = 0.6) (Fig 7D). Taken together, we conclude that Zrt2 directly contributes to ERG251-mediated azole tolerance together with sterol composition changes.

Mutants with single allele dysfunction of ERG251 maintain pathogenicity in a murine model

We next explored the effects of ERG251 mutations during infection. The pleiotropic effects of ERG251 on varied cellular responses, especially decreased resistance to superoxide and reduced filamentation raise the question of whether dysfunction of ERG251 would also lead to a defect in pathogenicity. We tested the two heterozygous and one homozygous ERG251 deletion mutants in the standard mouse tail-vein injection model of disseminated candidiasis [77]. There was no difference in survival between the wild-type control SC5314 and the heterozygous mutants (erg251Δ/ERG251 and ERG251/erg251Δ) (Fig 8). However, mice infected with erg251Δ/Δ had significantly longer survival compared to the wild-type control (P  =  0.0015, Long-rank (Mantel-Cox) test) (Fig 8). We also tested the survival of mice infected with the two complementation strains of erg251Δ/Δ, and both complementation strains restored virulence (Fig 8). Taken together, this indicates that mutants with homozygous deletion of ERG251 have attenuated virulence, which supports the importance of ERG251 in varied cellular responses essential for pathogenicity. However, the azole tolerant mutants with a single allele dysfunction of ERG251 remained infectious.

Fig 8. ERG251 heterozygous deletion mutants maintain their pathogenicity in a murine model.

Fig 8

A. ICR mice were injected via the tail vein with 5x105 cells of ERG251/ERG251 (SC5314), erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ+ERG251-A and erg251Δ/Δ+ERG251-B and survival was presented over the time. The erg251Δ/Δ mutant survival curves were significantly attenuated from that of the ERG251/ERG251 (Log-rank (Mantel-Cox) test; **, p = 0.0015). Eight mice per strain were used.

Discussion

Changes in ERG251 impact the susceptibility of C. albicans to azoles

Antifungal tolerance varies among C. albicans clinical isolates and correlates with the inability to clear an infection. The tolerance phenotype is stable even in the absence of antifungal drug stress [9]. Despite this, the molecular mechanisms causing antifungal tolerance are not known. We found that ERG251 is a hotspot for point mutations during adaptation to antifungal drug stress, and that heterozygous deletion of ERG251 can drive azole tolerance in diverse clinical isolates of C. albicans. This is the first example of loss-of-function point mutations that cause azole tolerance in C. albicans. The mechanism of ERG251-mediated azole tolerance is caused by decreased accumulation of the toxic dienol and increased non-toxic alternative sterols as well as increased expression of the zinc transporter ZRT2.

Aneuploidy is frequently associated with the rapid acquisition of azole tolerance [78,79]. We recently found that the Chr3 and Chr6 concurrent aneuploidies conferred multi-azole tolerance via elevated drug efflux [Zhou et al. 2024, accepted]. Here, we identified recurrent, heterozygous loss-of-function mutations in ERG251 (Chr4) that occurred together with aneuploidies of smaller chromosomes (Chr3-Chr7) during adaptation to FLC (Table 1). The combination of aneuploidy and ERG251 dysfunction, two mechanisms that independently cause azole tolerance, resulted in bona fide azole resistance. Multiple simultaneous mutations are common in cancer cells and often lead to treatment failure [8083]. Our results highlight the diverse trajectories that C. albicans can take during adaptation to antifungal drugs and support that two independent mechanisms of tolerance (point mutation and aneuploidy) can evolve within the same cell resulting in drug resistance.

Drug susceptibility in heterozygous versus homozygous ERG251 deletion mutants

One of the particularly striking observations from our study was the range of different heterozygous point mutations that phenocopied the heterozygous deletion of ERG251. The numerous possible mutation sites at either allele of the ERG251 combined with a strong fitness advantage in FLC for all characterized ERG251 mutations explains why ERG251 mutations were recurrent in three independent in vitro evolution experiments. Point mutations in ergosterol-related genes like ERG11 and UPC2 that cause drug resistance in Candida species are frequently homozygous in diploid organisms and result in higher MIC than heterozygous mutations [8489]. Comparatively, all of the de novo ERG251 point mutations identified here were heterozygous. Although the homozygous deletion of ERG251 led to a similar fitness advantage as the heterozygous deletion mutants in the presence of low concentrations of FLC (<1μg/ml), the homozygous deletion strain exhibited a fitness cost in rich medium and at higher concentrations of FLC, supporting why only heterozygous mutants were identified during the in vitro evolution experiments.

Prior studies of the relationship of ERG251 to azole susceptibility in C. albicans have found conflicting results. In some experiments, loss of ERG251 through genetic manipulation or pharmacological inhibition resulted in increased susceptibility to azoles whereas in other experiments, disruption of ERG251 decreased susceptibility to azoles [18,34]. Our findings help to explain these disparate results. During exposure to low concentrations of FLC, both heterozygous and homozygous ERG251 deletion mutants had sterol composition changes that support their acquired azole tolerance: decreased accumulation of the toxic dienol and increased accumulation of alternative non-toxic sterol intermediates. However, we found erg251Δ/Δ had decreased cell growth in high concentrations of FLC. This is in contrast to the slow growth of two heterozygous deletion mutants despite the FLC concentration (drug tolerance). Therefore, depending on the concentration of FLC, loss of ERG251 can increase or decrease growth of C. albicans. Lu et al. detected much more disrupted ergosterol production in the erg251Δ/Δ mutant in the presence of high concentration of FLC [18]. This indicates that the high concentration of FLC might pose much more severe inhibition on the ergosterol accumulation in erg251Δ/Δ reducing the cell growth and resulting increased drug susceptibility.

The impact of ERG251 homozygous deletion on metabolic process of farnesol

In the absence of FLC, ERG251 heterozygous and homozygous deletion mutants all had decreased accumulation of ergosterol, however only the ERG251 homozygous deletion mutant exhibited accumulation of 4-methyl episterol (“sterol A”) which may directly contribute to the growth defect of and severe membrane sensitivity of erg251Δ/Δ. However, the growth defect is not likely to be due only to sterol A as we also observed a connection between farnesol and ergosterol biosynthesis. We found moderate concentrations of farnesol (62.5–250 μM) improved the growth of erg251Δ/Δ in rich media, while farnesol had no impact on wild-type growth. Therefore, homozygous deletion of ERG251 may result in disrupted ergosterol biosynthesis which subsequently provides negative feedback on farnesol production contributing to the growth defect of erg251Δ/Δ. One ERG gene, ERG12, had decreased expression in response to FLC—the opposite trend from all other ERG genes (Fig 6). ERG12 encodes mevalonate kinase and converts mevalonate into 5-phosphomevalonate, the precursor for farnesyl pyrophosphate (FPP). We hypothesize that the FLC-induced repression of ERG12 is caused by negative feedback resulting from an increase in farnesol or FPP that occurs upon exposure to FLC. Homozygous deletion of ERG251 correlated with increased expression of ERG12. The increased expression of ERG12 combined with improved growth of erg251Δ/Δ mutant when supplied with moderate farnesol, suggests that ERG12 expression is negatively regulated by farnesol or its precursor, FPP, and that both deletion of ERG251 and FLC exposure impact ERG12 expression possibly via farnesol production (S6E Fig) [90]. Importantly, we found farnesol can make FLC fungicidal at high concentrations. The inhibition of high concentration farnesol on ERG12 might further pose a block on the mevalonate pathway which together with disrupted ergosterol production from FLC results in a killing effect on fungal cells. This also provides evidence that dysfunction of Erg251 can also pose impacts on other metabolic processes affecting different phenotypes.

Changes in sterol composition resulting from ERG251 inactivation have pleiotropic effects

Homozygous deletion of ERG251 had a global impact on the expression of sterol biosynthetic genes resulting in down-regulation of ergosterol biosynthetic genes and pleiotropic effects of genes encoding cell surface proteins. The different regulation of these genes had direct correlation with different phenotypes observed for erg251Δ/Δ. Furthermore, our analysis of sterol composition for ERG251 mutants supports that ERG251 deletion can cause altered membrane composition, even in the absence of FLC. Previous studies found that the GPI biosynthesis of cell surface proteins can affect ergosterol level via regulating ERG11 [66]. Abnormal ergosterol production and accumulation of ergosterol intermediates can lead to transcriptional activation of stress responses [12,91]. Therefore, we propose that the altered membrane composition of ERG251 homozygous mutant causes pleiotropic effects on global gene expression and localization of cell surface proteins that result in the observed phenotypic changes

Furthermore, our sterol data also provide evidence for the divergent roles and substrate preferences of ERG251 and ERG25 in ergosterol and alternate sterol pathways. The shared enzymatic function and regulatory networks of paralogs supports a model where compensation between ERG251 and ERG25 occurs at the level of gene expression [39,92]. We and Xiong et al. identified the sustained production of ergosterol in erg251Δ/Δ mutants without accumulation of 4,4-methyl zymosterol, the common substrate for C-4 methyl sterol oxidases [74]. These data indicate that there is compensation between the paralogs ERG251 and ERG25 during ergosterol biosynthesis under normal growth conditions and that substrate preference is similar during ergosterol biosynthesis. The same ergosterol intermediate (“sterol A”) was detected only in erg251Δ/Δ in both studies, and we characterized it as 4-methyl-episterol. This suggests that ERG251 has a substrate preference for 4-methyl-episterol during ergosterol production. We propose that this is similar to Chlorella sorokiniana, where enzymes in the ergosterol biosynthesis pathway can have multiple possible substrates to support flux through ergosterol production upon azole inhibition [93].

No toxic dienol was produced in the erg251Δ/Δ mutant in the absence of FLC. This supports our model that ERG251 is the solo C-4 sterol methyl oxidase in the alternate sterol pathway under typical growth conditions. With FLC exposure, partial dysfunction of ERG251 is sufficient to alter sterol composition with accumulation of an alternative sterol that is predicted to be 24-methylenedihydrolanosterol. This alternative sterol is different from eburicol, another common substrate for C-4 sterol methyl oxidase, that Lu et al. predicted to accumulate in the ERG251 null mutant in the presence of high levels of fluconazole [18]. Importantly, we included an eburicol standard in our GC-MS analysis and do not detect eburicol in our strains. This suggests that there might be different possible substrates for ERG251 in the alternative pathway and that the degree in which the ergosterol biosynthesis pathway is inhibited by different azole concentrations might impact the substrate preference. The sterol changes of ERG251 deletion mutants also caused decreased drug susceptibility, while deletion of ERG25 in wild-type or erg251Δ/Δ strains had no impact on drug susceptibility. In conclusion, in C. albicans Erg251 functions as the major active C-4 sterol methyl oxidase controlling drug susceptibility, filamentation, biofilm formation and other stress responses [18,74].

In summary, this study identified recurrent heterozygous point mutations in the methyl sterol oxidase ERG251 during adaptation to antifungal drug stress and characterized the first example of point mutation-driven azole tolerance. We utilized genetic, transcriptional and phenotypic analyses to understand the effects of inactivating ERG251 both partially and completely. Increased azole tolerance was observed in two distinct genetic backgrounds, and heterozygous loss-of-function mutations of ERG251 promote multi-azole tolerance while maintaining virulence in a mouse model of systemic infection. This suggests that as the main C-4 sterol methyl oxidase, Erg251 is not an ideal drug target as proposed previously [18,40], as it is a hotspot for mutation-driven azole tolerance and mutants can sustain pathogenicity.

Materials and methods

Ethics statement

The mouse experiments were approved by the Institutional Animal Care and Use Committee of the Lundquist Institute for Biomedical Innovation at Harbor-University of California, Los Angeles Medical Center.

Yeast isolates and culture conditions

All strains used in this study are listed in S1 Table including FLC evolved isolates and engineered yeast and bacteria strains. Strains were stored at -80°C in 20% glycerol. Isolates were grown in YPAD media (20 g/L peptone, 10 g/L yeast extract, 2% dextrose, and 15 g/L agar for plates) supplemented with 40 μg/ml adenine and 80 μg/ml uridine. Cells used for lipid assay were grown in CSM media (6.7g/L Difco yeast nitrogen base without amino acids and with ammonium sulfate, 2g complete amino acid mix, 2% dextrose).

Strain construction

All engineered strains in this study were generated in the SC5314 background, except one ERG251 heterozygous deletion in the P75063 background. Strains were constructed by lithium acetate transformation using PCR products with at least 140 bp of homology to the target locus. Primers used in this study are listed in S16 Table.

  1. ERG251 heterozygous deletion

    The FLIP-NAT construct was PCR amplified from the plasmid pJK863 [94] using primer sets 1630+1631 and transformed into background strains SC5314 and P75063. NAT-resistant transformants were PCR screened for correct integration of the FLIP-NAT construct at the ERG251 locus using primer pairs 1652+1045 (left of integration) and 1636+1653 (right of integration). Transformants were validated by whole genome sequencing for correct integration.

  2. ERG251 homozygous deletion

    To promote FLIP-mediated excision of FLIP-NAT, correct heterozygous deletion strains erg251Δ/ERG251 and ERG251/erg251Δ were inoculated in YNB+BSA from frozen stocks and incubated at 30°C, 220rpm, for 48 hrs. Cultures were diluted and 100 cells were plated on YPAD agar, then incubated at 30°C for 24 hrs. Recovered colonies were patched to both YPAD and YPAD+150 μg/ml NAT. Colonies growing on only YPAD were screened for correct FLIP-mediated excision of FLIP-NAT using primer pairs 1574+1575 (inside NAT) and 1652+1653 (across ERG251). Colonies that correctly excised FLIP-NAT were re-transformed with the FLIP-NAT construct (PCR amplified from the plasmid pJK863 [94] using primer sets 1630+1631). NAT-resistant transformants were PCR screened for correct integration of the FLIP-NAT construct at the remaining ERG251 locus using primer pairs 1652+1045 (left of integration), 1636+1653 (right of integration), and 1632+1633 (inside ERG251). Transformants were validated by whole genome sequencing for correct integration.

  3. Construct ERG251-NAT plasmid

    To generate ERG251 mutant complementation and point mutation, we built up an ERG251-NAT plasmid by fusing ERG251 upstream plus gene (1644+1645), NAT (1574+1575), and ERG251 downstream (1646+1647) into the pUC19 backbone (1578+1579). PCR amplified fragments were aligned using NEBuilder HiFi DNA Assembly Cloning Kit following the manufacturer’s instructions and transferred into E. coli. Ampicillin-resistant transformants were screened using primer pairs 1352+1353 and saved in frozen stocks as pAS3118.

  4. ERG251 mutant complementation

    The wild-type ERG251 upstream region and genes (A or B) were PCR amplified from heterozygous deletion strains using primer pair 1652+1645. The NAT gene and downstream ERG251 region were PCR amplified from pAS3118 using 1574+1653 primers. SOEing PCR was performed using primer pair 1652+1653. The subsequent ERG251-NAT construct was transformed into the erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ mutants that had previously excised FLIP-NAT as described above. NAT-resistant transformants were PCR screened for correct integration of the ERG251-NAT construct using primer pairs 1634+1154 (left integration), 1636+1635 (right integration), and 1634+1635 (across integration). Transformants were validated by whole genome sequencing for correct integration.

  5. ERG251 point mutation

    Site-directed mutagenesis using double-primer PCR was used to generate ERG251 point mutation construct. Primers with the desired mutations were paired with ERG251-NAT upstream (1652) or downstream (1653) primer to amplify mutated ERG251-NAT construct from pAS3118. Four different point mutations were engineered in this study: L113*(1652+1649/1648+1653), W265G (1652+1655/1654+1653), E273*(1652+1651/1650+1653), and *322Y (1652+1657/1656+1653). The amplified two fragments were fused using SOEing PCR and transformed into the SC5314 background. Transformants were first PCR screened using primers 1652+1575 (left integration) and 1636+1653 (right integration) for correct integration and then validated by whole genome sequencing for base substitution and mutated allele.

  6. ERG251 overexpression

    The TetO promoter replacement construct was PCR amplified using primer pair 1679+1680 from plasmid pLC605 [95] and transformed into the SC5314 background strain. NAT-resistant transformants were PCR screened for correct integration of the TetO promoter replacement using primer pairs 1652+1176 (left integration) and 1177+1633 (right integration).

  7. ERG251-GFP

    The C-terminal GFP-NAT construct was PCR amplified from plasmid pMG2120 [96] using the 1925+1926 primer pairs and transformed into the SC5314 background strain. NAT-resistant colonies were PCR screened for correct integration of the GFP-NAT construct at the C-terminal end of the ERG251 locus using primer pairs 1632+1927 (left integration) and 1636+1653 (right integration). Transformants were validated by Sanger sequencing for tagged alleles.

  8. ERG25 heterozygous deletion

    The FLIP-NAT construct was PCR amplified from plasmid pJK863 using primer pairs 1921+1922 and transformed into both the SC5314 background strain and erg251Δ/Δ mutant strain that had previously excised FLIP-NAT as described above. NAT-resistant transformants were PCR screened for correct integration of FLIP-NAT at the ERG25 locus using primer pairs 1923+1045 (left integration) and 1636+1924 (right integration).

  9. ZRT2 overexpression

    The TetO promoter replacement construct was PCR amplified from plasmid pLC605 [95] using primer pair 1932+1933 and transformed into the SC5314 background strain. NAT-resistant transformants were PCR screened for correct integration of the TetO promoter replacement using primer pairs 1934+1176 (left integration) and 1177+1633 (right integration).

  10. ZRT2 heterozygous deletion

    The FLIP-NAT construct was PCR amplified from plasmid pJK863 using primer pairs 1932+2002 and transformed into the heterozygous erg251Δ/ERG251 and ERG251/erg251Δ mutants that had previously excised FLIP-NAT as described above. NAT-resistant transformants were PCR screened for correct integration of FLIP-NAT at the ZRT2 locus using primer pairs 1934+1045 (left integration) and 2003+1636 (right integration).

Filamentation

Strains were inoculated in 2% dextrose YPAD from frozen stocks and incubated at 30°C, 220 rpm for 16 hrs. Strains were diluted 1:100 into RPMI+10% FBS, then incubated at 37°C for 4 hrs. Cells were harvested, washed once with PBS, and resuspended in PBS before microscopy. Images were captured using an Olympus IX83 microscope and analyzed using ImageJ v1.54d.

Microscopy

Erg251-GFP tagged strains were struck on YPAD agar plates from frozen stocks and incubated at 30°C for 24 hrs. Cultures were inoculated in 2% YPAD and incubated at 30°C, 220 rpm for 16 hrs. Cultures were diluted 1:100 in fresh 2% YPAD or RPMI+10% FBS, then incubated at 30°C, 220 rpm for 4 hrs. Cells grown in RPMI+10%FBS were spun down, washed once with PBS, and resuspended in PBS before microscopy. Cells grown in YPAD were spun down, washed once with PBS, and resuspended in HBSS+1μg/ml BODIPY ER tracker (Fisher Scientific). Cells were incubated 30 minutes at 37°C, washed twice with HBSS, then resuspended in HBSS before microscopy. Images were captured using an Olympus IX83 microscope.

Spot plate assay

Strains were inoculated in 2% YPAD from glycerol stocks and incubated at 30°C, 220 rpm for 16 hrs. Cultures were normalized to 106 cells/ml, then 10-fold serially diluted. 10μl of each (106−103) dilutions were spotted onto YPAD agar with and without drugs. All spot plates were performed in triplicates. Plates were incubated for 48 hrs at 30°C and imaged using a BioRad GelDoc XR+ imaging system.

RNA sequencing

  1. RNA extraction: For RNA extraction, all 4 strains (wild-type and three ERG251 deletion mutants) were struck on YPAD agar plates from frozen stocks and incubated at 30°C for 24 hrs. Cultures were then inoculated in 2% YPAD (50 ml) and incubated at 30°C, 220 rpm for 16 hrs. Overnight cultures were then diluted 1:100 into 50 ml YPAD or YPAD+1μg/ml FLC and grown at 30°C, 220 rpm for 5–6 hrs to an OD600 of 0.5. Cells were harvested by centrifugation and frozen in liquid nitrogen. RNA were prepared according to the manufacturer’s instructions for the Qiagen RNeasy Mini kit (Qiagen, US) using the mechanical disruption method. Removal of DNA was performed with a DNase (Qiagen RNase-free DNase set, US) 1 hr incubation at room temperature on column. Three independent cultures of each strain were grown to provide three biological replicates for RNA-seq experiments.

  2. RNA-Seq: Library preparation was performed by SeqCenter (Pittsburgh, PA) using Illumina’s Stranded mRNA preparation and 10bp unique dual indices (UDI). Sequencing was done on a NovaSeq X Plus, producing 150bp paired end reads. Demultiplexing, quality control, and adapter trimming was performed with bcl-convert (v4.1.5) (BCL Convert).

  3. RNA-Seq data analysis: C. albicans transcriptome (SC5314_version_A21-s02-m09-r10_orf_coding, downloaded from http://www.candidagenome.org/download/sequence/C_albicans_SC5314/Assembly21/current/?C=S;O=A on 2023/08/17) was indexed using salmon (v1.10.2) [97]. All samples were quasi-mapped to transcriptome index using salmon resulting in quantification of reads mapped to each transcript. The output quantification files were imported into R (v4.1.2) using tximport (v1.22.0) [98] and DESeq2 (1.34.0) [99] was used to model gene expression. PCA analysis was performed using DESeq2 and used to identify any outliers amongst the replicates. We identified one wild-type control grown in FLC as an outlier and excluded this sample from all further analyses (Fig 5C). The DESeq2 ‘contrast’ wrapper was then used to estimate log2 fold changes for each mutant relative to the wild-type control in YPAD and YPAD+1μg/ml FLC conditions and identify differentially expressed genes. We also estimated log2 fold changes for each strain grown in FLC relative to the same strain in YPAD and identified differentially expressed genes (S2, S5, and S6 Tables). The threshold for differentially expressed genes was an absolute value log2 fold change ≥ 0.5 and adjusted p-value < 0.1 for heterozygous deletion mutants. Because the homozygous deletion mutant is predicted to have stronger effects on global gene expression, we used stricter thresholds for the homozygous deletion mutant of an absolute value log2 fold change ≥ 1 and adjusted p-value < 0.05. Differentially expressed genes in ERG251 mutants or after FLC exposure are listed in S9S11 Tables.

Gene Ontology Analysis

GO slim mapper from Candida Genome Database (http://www.candidagenome.org/) [100] was conducted on the set of genes that were differentially expressed in ERG251 mutants grown in YPAD relative to wild-type controls in YPAD. Process Ontology was performed for all three ERG251 deletion mutants and output files are included in S3 and S7S8 Tables.

Reverse Transcriptase qPCR

  1. RNA extraction: For RNA extraction, wild-type (SC5314) and tetO-ZRT2-1 were struck on YPAD agar plates from frozen stocks and incubated at 30°C for 24 hrs. Cultures were then inoculated in 2% YPAD (50 ml) and incubated at 30°C, 220 rpm for 16 hrs. Overnight cultures were then diluted 1:100 into 50 ml YPAD or YPAD+1μg/ml FLC and grown at 30°C, 220 rpm for 5–6 hrs to an OD600 of 0.5. Cells were harvested by centrifugation and frozen in liquid nitrogen. RNA were prepared according to the manufacturer’s instructions for the Qiagen RNeasy Mini kit (Qiagen, US) using the mechanical disruption method. Removal of DNA was performed with a DNase (Qiagen RNase-free DNase set, US) 1 hr incubation at room temperature on column.

  2. RT-PCR: cDNA was prepared using the SuperScript II Reverse Transcriptase (Fisher Scientific) according to the manufacturer’s instructions with oligo dT primers and 100 ng of RNA. cDNA was then diluted 1:10 with nuclease-free water for qPCR measurement. Real-time qPCR was conducted using the PowerUp SYBR Green Master Mix (Applied Biosystems) according to the manufacturer’s instructions to measure cDNA. Using CFX Connect Real-Time PCR Detection System and Bio-Rad CFX Maestro software to determine Cq values, expression was calculated as the amount of cDNA from the gene of interest relative to the amount of TEF1 cDNA in the same sample. All primers used in this study are listed in S16 Table.

Rhodamine 6G efflux assay

Drug efflux was measured using an adapted protocol [27,46]. Strains were struck on 2% YPAD agar from frozen stocks and incubated at 30°C for 24 hrs. Recovered cells were inoculated into 2% YPAD or YPAD+1 μg/ml FLC. Cultures were incubated at 30°C, 220 rpm, for 16 hrs. Cultures were diluted 1:100 into fresh media of the same condition, then incubated 30°C, 220 rpm, for 3 hrs. Subcultures were harvested and washed once with room temperature PBS, then resuspended in PBS and incubated at 30°C for 1 hr. Rhodamine 6G (Sigma) was added to a final concentration of 10 μg/ml. Cells were incubated at 30°C for 1 hr. Following incubation, cells were washed twice with 4°C PBS, then resuspended in room temperature PBS. Immediately, OD600 and baseline fluorescence were measured (excitation 344 nm, emission 555 nm) for 5 minutes in 1-minute intervals using a BioTek Synergy H1 plate reader. Following initial measurements, dextrose was added to a final concentration of 1%. Fluorescence was measured for 90 minutes in 2-minute intervals using a BioTek Synergy H1 plate reader. All strains were conducted in three independent replicates and tested with and without dextrose.

Growth curve assay

Strains were inoculated in 2% dextrose YPAD from frozen stocks and incubated at 30°C, 220 rpm for 16 hrs. Cultures were diluted in fresh 1% dextrose YPAD to a final OD600 of 0.01. Normalized cultures were diluted 1:10 into a 96-well NUNC plate containing 1% dextrose YPAD with or without drug. Cells were incubated at 30°C in a BioTek Epoch 2 microplate spectrophotometer shaking in a double orbital (237rpm) with OD600 readings taken every 15 minutes for 48 hrs. Each isolate was conducted in triplicates.

Growth assay for FLC and farnesol

Strains were inoculated in 2% dextrose YPAD from frozen stocks and incubated at 30°C, 220 rpm for 16 hrs. Cultures were diluted in fresh 1% dextrose YPAD to a final OD600 of 0.01. Normalized cultures were diluted 1:10 into a 96-well NUNC plate containing 1% dextrose YPAD supplemented with or without drug. Both FLC and farnesol were diluted in a two-fold serial: FLC concentration (x-axis, 2x dilution for each column) ranged from 0 to 256μg/ml, and farnesol concentration (y-axis, 2x dilution for each row) ranged from 0 to 1000μM. Cells were incubated at 30°C in a BioTek Epoch 2 microplate spectrophotometer shaking in a double orbital (237rpm) with OD600 readings taken every 15 minutes for 48 hrs. Plates were conducted in triplicates. 48 hrs later, 10 μl cells from each well were plated onto YPAD agar plate to monitor viability, and plate images were taken after 24 hrs incubation at 30°C.

Relative fitness assay

Isolates were inoculated in 2% dextrose YPAD from frozen stocks and incubated at 30°C, 220 rpm, for 16hrs. Cultures were diluted in fresh 1% dextrose YPAD to a final OD600 of 0.01. Normalized cultures from the sample of interest and the fluorescent control strain (same fitness as the WT) were then combined at a 1:1 ratio, and the combined culture was diluted 1:10 into a 96-well NUNC plate containing 1% dextrose YPAD or YPAD+1 μg/ml FLC (initial OD600, N0 = 0.001). Cells were incubated at 30°C in a BioTek Epoch 2 microplate spectrophotometer with double-orbital (237rpm) shaking. OD600 readings were taken every 15 minutes for 48 hrs to monitor cell growth and OD600 at the endpoint. 20 μl culture was removed from one of the triplicates for flow cytometry at 24 hrs. Cultures were diluted in PBS and 10,000 singlets were gated and analyzed at each time point using a Cytek Aurora flow cytometer (R0021). After 24 hrs the population reached the stationary phase and OD600 was about 1.3 (Nt), therefore there were a total of 10 generations for the competition assay estimated using equation generations = [log10 (Nt/N0)]/0.3. Proportions of sample interest were indicated by the proportion of non-fluorescent cells while fluorescent control was indicated by blue fluorescent cells. All competitive assays were conducted in three independent replicates. Relative fitness was estimated using natural log regression analysis of the proportion of sample of interest and fluorescent control against the generations (10 generations): ln (proportion of sample of interest/ proportion of fluorescent control)/generations.

Microdilution MIC and SMG assays

Isolates were inoculated in 2% dextrose YPAD from frozen stocks and incubated at 30°C, 220 rpm, for 16 hrs. Cultures were diluted in fresh 1% dextrose YPAD to a final OD600 of 0.01. Normalized cultures were diluted 1:10 into 1% dextrose YPAD media containing either a two-fold serial dilution of drug or a no-drug control. Drug concentrations ranged from 0.5μg/ml to 256 μg/ml FLC and 0.0625 μg/ml to 32 μg/ml itraconazole and voriconazole. Triplicates of each isolate were set up using flat-bottom 96-well plates and incubated in a humidified chamber at 30°C. Cells were resuspended at the 24 hrs and 48 hrs time points and OD600 readings were taken using a BioTek Epoch 2 microplate spectrophotometer. The MIC50 of each strain was determined as the drug concentration at which ≥ 50% of growth was inhibited relative to the no-drug control at 24 hrs post-inoculation. The supra-MIC growth (SMG) was measured as the average growth above the MIC50 when standardized to the no-drug control at 48 hrs post-inoculation [9]. To measure the impact of Hsp90 inhibition, 2.5 μM radicicol (Cayman Chemicals) was added to the 1% dextrose YPAD in the microdilution MIC and SMG assay plate. To determine cell viability, 5μl was removed from the assay plate after the 48 hr time point and plated onto YPAD agar plates without any drugs. Plate images were taken after 24 hrs incubation at 30°C.

Ploidy analysis (DNA-PI staining)

Cells were prepared as described previously [101]. Strains were inoculated in 2% dextrose YPAD from frozen stocks and incubated at 30°C, 220 rpm, for 16 hrs (cell density ~1x107 cells/ml). Cultures were spun down and the supernatant was removed. Cell pellets were resuspended in 70% ethanol, and then washed twice with 50 mM sodium citrate. Cells were then treated with RNAse A at 37°C for at least 2 hrs, and then stained with 25 μg/ml propidium iodide (PI) at 37°C in the dark for 16 hrs. Samples were diluted in 50 mM sodium citrate and at least 10,000 singlets were gated and analyzed using a Cytek Aurora flow cytometer (R0021). 488-nm lasers were used to excite the PI-staining and 618/24 filters were used to detect the PI-staining emission signals. Data were analyzed using FlowJo v10.8.1.

Lipid assay

  1. For lipid assay, all 4 strains (wild-type and 3 ERG251 deletion mutants) were struck on YPAD agar plates from frozen stocks and incubated at 30°C for 24 hrs. Cultures were then inoculated in 2% YPAD (50 ml) and incubated at 30°C, 220 rpm for 16 hrs. Overnight cultures were collected by centrifugation and then washed once with PBS. After resuspending with 50 ml 2% dextrose CSM media, cells were added into fresh CSM media with 1μg/ml FLC or without drug in 1:50 dilution for another 5–6 hours. Then cell density of the cell suspension was determined to calculate the amount needed (5x108 cells). Cells were then harvested by centrifugation and frozen in -80°C.

  2. Lipid extraction and GC-MS was conducted as previously described [102]. Pellets with 5x108 cells were used for lipid extraction. The dried total samples were resuspended in 100 μL chloroform added to 100 μL of BSTFA reagent (Thermo Scientific) and incubated at 70°C for 1 hour prior to GC-MS (Agilent 7890B GC–MS, Agilent 5977A MSD) analysis [103].

The retention time and mass spectral patterns of a sterol standard were used as references for lipid analysis. Sterol standards used in this study include ergosterol (Smolecule, catalog # S527372), lanosterol (Smolecule, catalog #S532452), obtusifoliol (Smolecule, catalog #S563624), zymosterol (Smolecule, catalog # S580329), 4,4-dimethyl zymosterol (Avanti catalog # 700073), eburicol (Smolecule, catalog # S633611), episterol (Smolecule, catalog # S628882), and gramisterol (24-methylenelophenol or 4-methyl episterol) (Smolecule, catalog # S626191). Cholesterol (Avanti catalog # 700100) was added as an internal standard for these analyses prior to lipid extraction. The relative amount of unknown sterols was estimated based on the relative percentage of the sterol to ergosterol peak areas in each sample. The mass spectrum of unidentified sterol A and alternative sterol were compared to the authentic standards and spectra profiles from the National Institute of Standards and Technology search database for 4-methyl episterol and lanosterol.

Illumina whole genome sequencing

Genomic DNA was isolated using a phenol-chloroform extraction as described previously [104]. Libraries were prepared using the Illumina DNA Prep kit and IDT 10bp UDI indices, and sequenced on an Illumina NextSeq 2000, producing 2x151bp reads. Demultiplexing, quality control, and adapter trimming were performed with bcl-convert (https://support.illumina.com/sequencing/sequencing_software/bcl-convert.html)(v3.9.3). Adapter and quality trimming were performed with BBDuk (BBTools v38.94) [105]. Trimmed reads were aligned to the C. albicans reference genome (SC5314_version_A21-s02-m09-r08) using BWA-MEM (v0.7.17) with default parameters [106,107]. Aligned reads were sorted, duplicate reads were marked and the resulting BAM file was indexed with Samtools (v1.10) [107]. Quality of trimmed FASTQ and BAM files was assessed for all strains with FastQC (v0.11.7), Qualimap (v2.2.2-dev) and MultiQC (v1.16) [108110].

Visualization of whole genome sequencing data

Chromosomal copy number changes were visualized using the Yeast Mapping Analysis Pipeline (YMAP v1.0). Aligned BAM files were uploaded to YMAP and read depth was determined and plotted as a function of chromosome position using the reference genome C. albicans SC5314 (A21-s02-m09-r08). Read depth was corrected for GC-content and chromosome-end bias. WGS data were plotted as the log2 ratio and converted to chromosome copy number (y-axis, 1–4 copies) as a function of chromosome position (x-axis, Chr1-ChrR) using the Yeast Mapping Pipeline (YMAP) [111]. The baseline chromosome copy number (ploidy) was determined by flow cytometry (S1 Table). Haplotypes are indicated by color: gray is heterozygous (AB), magenta is homozygous B, and cyan is homozygous A.

Variant calling

De novo variant calling and preliminary filtering were performed with Mutect2 and FilterMutectCalls (GATK v4.1.2), both with default parameters as previously described [112]. Variant calling was run separately for 3 groups of strains corresponding to different progenitors. The first group called the Sn152 progenitor as “normal” and Sn152-evolved strains as “tumor”. The second group called BWP17 as “normal” and BWP17-evolved strains as “tumor”. The third group called P75063 as “normal” and P75063-evolved strains as “tumor”. Additional VCF filtering was performed with bcftools (v1.17) [107]. Individual VCF files were subset to remove the progenitor strain, and filtered for calls with a quality status of “PASS”. A merged VCF file was created for each progenitor group. Merged VCF files were subset to exclude repeat regions (as marked in the SC5314 A21-s02-m09-r08 GFF) and 5000 bp subtelomeric regions, and additional hard filtering was performed (minimum 5 supporting reads, at least one supporting read in both forward and reverse direction, minimum alternate allele frequency of 0.2 for diploid, single colony cultures). Identical variants found in at least half of all progeny were considered to be present in the progenitor strain and were removed [10]. Variants were annotated with SnpEff (v5.0e, database built from SC5314 version A21-s02-m09-r08, with alternate yeast nuclear codon table) and visually verified in IGV [113,114]. All variants of ERG251 were compiled into S17 Table.

Murine model

C. albicans strains were serially passaged three times in YPD broth, grown in a shaking incubator at 30°C for 16-24h at each passage. To prepare C. albicans for infection, yeast cells were collected by centrifugation, washed in PBS, and counted using a hemocytometer. Male, 5–6 weeks old ICR mice (Envigo) were infected with 2x105 C. albicans yeast cells via the lateral tail vein. Mice were monitored three times daily for survival for 21 days. Moribund mice were humanely euthanized.

Supporting information

S1 Fig. Whole genome sequencing analysis of FLC-evolved and engineered strains.

A. De novo point mutations in ERG251 often occur together with other aneuploidies. Representative whole genome sequencing (WGS) data of the FLC-evolved strains from Table 1: Evolved 3.2, AMS5615, AMS5617, AMS5618, AMS5622, AMS5623, AMS5624, AMS5625, AMS5626 and AMS4130 which acquired point mutations on ERG251 during FLC evolution. B. The engineered ERG251 mutants remain euploid. WGS data for all ERG251 mutations engineered into the euploid SC5314 genetic background: the ERG251 heterozygous point mutants (L113*, W265G, E273*, and *322Y), both heterozygous deletion strains of ERG251, two strains with complementation of the heterozygous deletion, and two independent homozygous deletions of ERG251 (d51 and d70). A&B WGS data are plotted as the log2 ratio and converted to chromosome copy number (y-axis, 1–4 copies) as a function of chromosome position (x-axis, Chr1-ChrR). Haplotypes are indicated by color: gray is heterozygous (AB), magenta is homozygous B, and cyan is homozygous A. The baseline ploidy was determined by propidium iodide staining (S1 Table).

(TIF)

ppat.1012389.s001.tif (86.9MB, tif)
S2 Fig. Radicicol, an Hsp90 inhibitor, blocks Erg251-mediated tolerance and makes fluconazole fungicidal.

A. Cells from the MIC assay at 48 hr in Fig 1D, with or without radicicol, were plated for viability on YPAD agar plates and imaged after 24 hr incubation. Wild-type SC5314 (ERG251/ERG251), and both heterozygous deletion mutants of ERG251 were tested with a FLC resistant clinical isolate (C17/12-99, S1 Table) as a positive control. B. Spot plates growth of ERG251/ERG251, erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ on YPAD (30°C), YPAD (37°C), 20 μg/ml calcofluor white (CFW), 125 μg/ml Congo Red, 1.2M NaCl, 0.03% SDS and 7.5mM H2O2 agar plates. A & B. At least three biological replicates were performed.

(TIF)

ppat.1012389.s002.tif (23.4MB, tif)
S3 Fig. Heterozygous deletion of ERG251-A leads to a transcriptional response in filamentation regulation.

Volcano plots for differentially expressed genes (log2 fold change ≥ 0.5 or ≤ -0.5 and adjusted p-value < 0.1) in the heterozygous mutants (A) erg251Δ/ERG251 and (B) ERG251/erg251Δ in YPAD compared to the wild-type ERG251/ERG251 in YPAD. Both the fold change and p-value are indicated. C&D. Gene Ontology (GO) terms for genes differentially expressed in (C, S7 Table) erg251Δ/ERG251 in YPAD and (D, S8 Table) ERG251/erg251Δ in YPAD compared to ERG251/ERG251 in YPAD. E. Quantification of the yeast (<6μm), pseudohyphae (15–36 μm), and hyphae (>36 μm) for both evolved and engineered strains with ERG251 point mutations on A or B allele together with SC5314 as the control. Evolved strains: ERG251W265G/ERG251 (AMS5625 and AMS5626) and ERG251/ERG251*322Y (evolved 3.2). 150 to 500 cells were counted for each strain, and at least two biological replicates were performed. Values are mean ± SEM calculated from three biological replicates. Statistical significance for filamentation was compared to ERG251/ERG251 and assessed using two-way ANOVA with uncorrected Fisher’s LSD, ****P <0.0001, ns: P >0.05. F. Relative expression of ERG251-A and ERG251-B in the SC5314 background in YPAD. Relative expression was estimated using allelic RNA reads compared to overall reads at the two loci with polymorphisms in the ERG251 gene (indicated as SNP1 and SNP2 above). Values are mean ± SEM calculated from three biological replicates. G. Subcellular localization of Erg251-A-GFP (top) and Erg251-B-GFP (bottom) in yeast and hyphal inducing conditions in SC5314 background. Yeast: scale bar, 5 μm; hyphae: scale bar, 10 μm. ER tracker (red) was applied in Erg251-A-GFP and Erg251-B-GFP yeast cells indicating the ER co-localization.

(TIF)

ppat.1012389.s003.tif (31MB, tif)
S4 Fig. Homozygous deletion of ERG251 leads to downregulation of ergosterol biosynthesis genes and upregulation of alternate sterol biosynthesis genes.

A. The relative gene expression levels (log2-fold change) for all ERG genes in the heterozygous and homozygous mutants erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ grown in YPAD or YPAD+1μg/ml FLC conditions, compared to the wildtype ERG251/ERG251 in the same condition. Two asterisks indicate the expression change is significant (adjusted p-value < 0.05) in erg251Δ/Δ relative to ERG251/ERG251 in both YPAD (S2 Table) and YPAD+1μg/ml FLC (S11 Table) conditions. One asterisk indicates ERG6 expression level change is significant (adjusted p-value < 0.05) in erg251Δ/Δ relative to ERG251/ERG251 only in YPAD+1μg/ml FLC condition (S11 Table). B. The relative expression level (log2 fold change) of ERG genes in the wildtype ERG251/ERG251, and mutants erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ grown in YPAD+1μg/ml FLC compared to YPAD condition. One asterisk indicates the expression change is significant (adjusted p-value < 0.05) in the erg251Δ/Δ in YPAD relative to erg251Δ/Δ in YPAD+1μg/ml fluconazole conditions (S15 Table).

(TIF)

ppat.1012389.s004.tif (2.1MB, tif)
S5 Fig. Putative estimates of unidentified sterols.

Mass spectra of two unidentified sterols: Sterol A (24.6 min) and the Alternate sterol (25.1 min) from Fig 6B, and two related standards Gramisterol (Smolecule, catalog # S626191) and Lanosterol (Smolecule, catalog #S532452).

(TIF)

ppat.1012389.s005.tif (1.9MB, tif)
S6 Fig. Erg251 is the major methyl sterol oxidase controlling drug susceptibility compared to its paralog Erg25.

(A) Multiple sequence alignment for ERG251-A, ERG251-B, and ERG25-A/-B (no SNPs between A and B) from C. albicans and ERG25 from S. cerevisiae, with yellow highlighting similarity among all four proteins. Colored blocks on the top indicate the sequence conservation. Asterisks (*) and red boxes indicate the locus of non-synonymous variation between ERG251-A and ERG251-B in C. albicans. B. FLC susceptibility determined by liquid microbroth dilution at 24hr MIC (left, μg/ml) and 48hr SMG (right, tolerance) in FLC for three ERG25 heterozygous deletion mutants (ERG25/erg25Δ-2, -8 and -10) in the SC5314 background with SC5314 (ERG25/ERG25) as the control. MIC: each dot represents a single replicate and bar represents the average of three biological replicates of a single strain; SMG values are mean ± SEM calculated from three biological replicates of a single strain. C. 48hr growth curve analysis of erg25 heterozygous deletion strain in erg251Δ/Δ background (erg251Δ/Δ: ERG25/erg25Δ) in YPAD (left) and YPAD+1μg/ml FLC (right) with SC5314 (ERG25/ERG25) and erg251Δ/Δ as the controls. The initial cell densities were OD600 of 0.001. MIC and SMG are not measurable for erg251Δ/Δ or erg251Δ/Δ: ERG25/erg25Δ given growth defects in YPAD. B&C: Minimum of three biological replicates were performed. D. RNA abundance of ERG251 and ERG25 in SC5314 (wild-type), and in erg251Δ/Δ. RNA reads were normalised to transcript length and total RNA reads. Values are mean ± SEM calculated from three biological replicates. E. Predicted model for how FLC and farnesol impact the expression of ERG genes. In the wild-type, low concentrations of FLC promotes the expression of most ERG genes, including ERG6, ERG251, ERG25, ERG11 and ERG27, leading to the upregulation of ergosterol or/and alternate sterol biosynthesis. However, both low concentrations of FLC and Erg251 pose a negative regulation on Erg12, which may be achieved via farnesol which we predict inhibits ERG12 [90]. Dashed lines indicate predicted relationships. Figure created in BioRender.com.

(TIF)

ppat.1012389.s006.tif (11.6MB, tif)
S1 Table. Strains used in this study.

(XLSX)

ppat.1012389.s007.xlsx (19.7KB, xlsx)
S2 Table. Differentially expressed genes in erg251Δ/Δ in YPAD compared to wild-type in YPAD.

(XLSX)

ppat.1012389.s008.xlsx (65.9KB, xlsx)
S3 Table. GO term analysis for differentially expressed genes in erg251Δ/Δ in YPAD compared to wild-type in YPAD.

(XLSX)

ppat.1012389.s009.xlsx (14.6KB, xlsx)
S4 Table. Differentially expressed GPI genes in erg251Δ/Δ in YPAD compared to wild-type in YPAD.

(XLSX)

ppat.1012389.s010.xlsx (10.9KB, xlsx)
S5 Table. Differentially expressed genes in erg251Δ/ERG251 in YPAD compared to wild-type in YPAD.

(XLSX)

ppat.1012389.s011.xlsx (30.6KB, xlsx)
S6 Table. Differentially expressed genes in ERG251/erg251Δ in YPAD compared to wild-type in YPAD.

(XLSX)

ppat.1012389.s012.xlsx (10KB, xlsx)
S7 Table. GO term for differentially expressed genes in erg251Δ/ERG251 in YPAD compared to wild-type in YPAD.

(XLSX)

ppat.1012389.s013.xlsx (11.3KB, xlsx)
S8 Table. GO term for differentially expressed genes in ERG251/erg251Δ in YPAD compared to wild-type in YPAD.

(XLSX)

ppat.1012389.s014.xlsx (9.1KB, xlsx)
S9 Table. Differentially expressed genes in erg251Δ/ERG251 in FLC compared to wild-type in FLC.

(XLSX)

ppat.1012389.s015.xlsx (16.9KB, xlsx)
S10 Table. Differentially expressed genes in ERG251/erg251Δ in FLC compared to wild-type in FLC.

(XLSX)

ppat.1012389.s016.xlsx (11.6KB, xlsx)
S11 Table. Differentially expressed genes in erg251Δ/Δ in FLC compared to wild-type in FLC.

(XLSX)

ppat.1012389.s017.xlsx (48.2KB, xlsx)
S12 Table. Differentially expressed ERG genes in wild-type (ERG251/ERG251) in FLC compared to wild-type (ERG251/ERG251) in YPAD.

(XLSX)

S13 Table. Differentially expressed ERG genes in erg251Δ/ERG251 in FLC compared to wild-type erg251Δ/ERG251 in YPAD.

(XLSX)

ppat.1012389.s019.xlsx (8.9KB, xlsx)
S14 Table. Differentially expressed ERG genes in ERG251/erg251Δ in FLC compared to wild-type ERG251/erg251Δ in YPAD.

(XLSX)

ppat.1012389.s020.xlsx (8.9KB, xlsx)
S15 Table. Differentially expressed ERG genes in erg251Δ/Δ in FLC compared to wild-type erg251Δ/Δ in YPAD.

(XLSX)

ppat.1012389.s021.xlsx (8.9KB, xlsx)
S16 Table. Primers used in this study.

(XLSX)

ppat.1012389.s022.xlsx (10.9KB, xlsx)
S17 Table. ERG251 SNPs from all FLC-evolved strains.

(XLSX)

ppat.1012389.s023.xlsx (10.2KB, xlsx)

Acknowledgments

We are grateful to Berman lab, Cowen lab and Köhler lab for the plasmids used for strain engineering: pMG2120, pLC605 and pJK863. We thank Luke Dragseth, Maicy Vossen and Hanaa Alhosawi for technical assistance with the evolution and sequencing of some of the evolved strains where ERG251 mutations were initially identified. We are grateful to Petra Vande Zande for helpful discussions and feedback on the manuscript. We are extremely grateful to the Mitchell lab for sharing and discussing results prior to publication.

Data Availability

All whole genome sequences and RNA sequences are available in the NCBI Sequence Read Archive repositories BioProject accession numbers PRJNA1068093 and PRJNA1068582.

Funding Statement

Funding for this work was supported in part by the National Institute of Allergy and Infectious Diseases (R01 AI143689) and Burroughs Wellcome Fund Investigator in the Pathogenesis of Infectious Diseases Award (#1020388) to AS, an National Institute of Allergy and Infectious Diseases grant AI125770 and the Research Career Scientist Award (IK6 BX005386) from the U.S. Department of Veterans Affairs to MDP, the Swanson-Holcomb Undergraduate Research Fund at Gustavus Adolphus College to TAB and LSB, and the First Year Research Experience Award at Gustavus Adolphus College to BMH. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  • 1.Pfaller MA, Diekema DJ, Turnidge JD, Castanheira M, Jones RN. Twenty Years of the SENTRY Antifungal Surveillance Program: Results for Candida Species From 1997–2016. Open Forum Infect Dis. 2019;6: S79–S94. doi: 10.1093/ofid/ofy358 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Pfaller MA. Antifungal drug resistance: mechanisms, epidemiology, and consequences for treatment. Am J Med. 2012;125: S3–13. doi: 10.1016/j.amjmed.2011.11.001 [DOI] [PubMed] [Google Scholar]
  • 3.Perea S, López-Ribot JL, Kirkpatrick WR, McAtee RK, Santillán RA, Martínez M, et al. Prevalence of molecular mechanisms of resistance to azole antifungal agents in Candida albicans strains displaying high-level fluconazole resistance isolated from human immunodeficiency virus-infected patients. Antimicrob Agents Chemother. 2001;45: 2676–2684. doi: 10.1128/AAC.45.10.2676-2684.2001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Pappas PG, Kauffman CA, Andes DR, Clancy CJ, Marr KA, Ostrosky-Zeichner L, et al. Clinical Practice Guideline for the Management of Candidiasis: 2016 Update by the Infectious Diseases Society of America. Clin Infect Dis. 2015;62: e1–e50. doi: 10.1093/cid/civ933 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Andes DR, Safdar N, Baddley JW, Playford G, Reboli AC, Rex JH, et al. Impact of treatment strategy on outcomes in patients with candidemia and other forms of invasive candidiasis: a patient-level quantitative review of randomized trials. Clin Infect Dis. 2012;54: 1110–1122. doi: 10.1093/cid/cis021 [DOI] [PubMed] [Google Scholar]
  • 6.Cowen LE. The evolution of fungal drug resistance: modulating the trajectory from genotype to phenotype. Nat Rev Microbiol. 2008;6: 187–198. doi: 10.1038/nrmicro1835 [DOI] [PubMed] [Google Scholar]
  • 7.Berman J, Krysan DJ. Drug resistance and tolerance in fungi. Nat Rev Microbiol. 2020;18: 319–331. doi: 10.1038/s41579-019-0322-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Sanglard D. Emerging Threats in Antifungal-Resistant Fungal Pathogens. Front Med. 2016;3: 11. doi: 10.3389/fmed.2016.00011 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Rosenberg A, Ene IV, Bibi M, Zakin S, Segal ES, Ziv N, et al. Antifungal tolerance is a subpopulation effect distinct from resistance and is associated with persistent candidemia. Nat Commun. 2018;9: 2470. doi: 10.1038/s41467-018-04926-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Todd RT, Soisangwan N, Peters S, Kemp B, Crooks T, Gerstein A, et al. Antifungal Drug Concentration Impacts the Spectrum of Adaptive Mutations in Candida albicans. Mol Biol Evol. 2023;40: msad009. doi: 10.1093/molbev/msad009 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Kelly SL, Lamb DC, Kelly DE, Manning NJ, Loeffler J, Hebart H, et al. Resistance to fluconazole and cross-resistance to amphotericin B in Candida albicans from AIDS patients caused by defective sterol delta5,6-desaturation. FEBS Lett. 1997;400: 80–82. doi: 10.1016/s0014-5793(96)01360-9 [DOI] [PubMed] [Google Scholar]
  • 12.Shapiro RS, Robbins N, Cowen LE. Regulatory circuitry governing fungal development, drug resistance, and disease. Microbiol Mol Biol Rev. 2011;75: 213–267. doi: 10.1128/MMBR.00045-10 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Lupetti A, Danesi R, Campa M, Del Tacca M, Kelly S. Molecular basis of resistance to azole antifungals. Trends Mol Med. 2002;8: 76–81. doi: 10.1016/s1471-4914(02)02280-3 [DOI] [PubMed] [Google Scholar]
  • 14.Sanglard D, Kuchler K, Ischer F, Pagani JL, Monod M, Bille J. Mechanisms of resistance to azole antifungal agents in Candida albicans isolates from AIDS patients involve specific multidrug transporters. Antimicrob Agents Chemother. 1995;39: 2378–2386. doi: 10.1128/AAC.39.11.2378 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Revie NM, Iyer KR, Robbins N, Cowen LE. Antifungal drug resistance: evolution, mechanisms and impact. Curr Opin Microbiol. 2018;45: 70–76. doi: 10.1016/j.mib.2018.02.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Shrivastava M, Kouyoumdjian GS., Kirbizakis E, Ruiz D, Henry M, Vincent A T., et al. The Adr1 transcription factor directs regulation of the ergosterol pathway and azole resistance in Candida albicans. MBio. 2023;14: e01807–23. doi: 10.1128/mbio.01807-23 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Blosser SJ, Merriman B, Grahl N, Chung D, Cramer RA. Two C4-sterol methyl oxidases (Erg25) catalyse ergosterol intermediate demethylation and impact environmental stress adaptation in Aspergillus fumigatus. Microbiology. 2014;160: 2492–2506. doi: 10.1099/mic.0.080440-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Lu H, Li W, Whiteway M, Wang H, Zhu S, Ji Z, et al. A Small Molecule Inhibitor of Erg251 Makes Fluconazole Fungicidal by Inhibiting the Synthesis of the 14α-Methylsterols. MBio. 2023;14: e0263922. doi: 10.1128/mbio.02639-22 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Bhattacharya S, Esquivel BD., White TC. Overexpression or Deletion of Ergosterol Biosynthesis Genes Alters Doubling Time, Response to Stress Agents, and Drug Susceptibility in Saccharomyces cerevisiae. MBio. 2018;9: 10.1128/mbio.01291-18. doi: 10.1128/mBio.01291-18 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Martel CM, Parker JE, Bader O, Weig M, Gross U, Warrilow AGS, et al. Identification and characterization of four azole-resistant erg3 mutants of Candida albicans. Antimicrob Agents Chemother. 2010;54: 4527–4533. doi: 10.1128/AAC.00348-10 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Jordá T, Puig S. Regulation of Ergosterol Biosynthesis in Saccharomyces cerevisiae. Genes. 2020;11. doi: 10.3390/genes11070795 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Hornby JM, Jensen EC, Lisec AD, Tasto JJ, Jahnke B, Shoemaker R, et al. Quorum sensing in the dimorphic fungus Candida albicans is mediated by farnesol. Appl Environ Microbiol. 2001;67: 2982–2992. doi: 10.1128/AEM.67.7.2982-2992.2001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Hornby JM. Quorum sensing and the regulation of morphology in the dimorphic fungus Candida albicans. 2003. Available: https://search.proquest.com/openview/0b2bfd0efe29f67bc0222719435cd8b2/1?pq-origsite=gscholar&cbl=18750&diss=y [Google Scholar]
  • 24.Ramage G, Saville SP, Wickes BL, López-Ribot JL. Inhibition of Candida albicans biofilm formation by farnesol, a quorum-sensing molecule. Appl Environ Microbiol. 2002;68: 5459–5463. doi: 10.1128/AEM.68.11.5459-5463.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Sanglard D, Ischer F, Parkinson T, Falconer D, Bille J. Candida albicans mutations in the ergosterol biosynthetic pathway and resistance to several antifungal agents. Antimicrob Agents Chemother. 2003;47: 2404–2412. doi: 10.1128/AAC.47.8.2404-2412.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Jensen-Pergakes KL, Kennedy MA, Lees ND, Barbuch R, Koegel C, Bard M. Sequencing, disruption, and characterization of the Candida albicans sterol methyltransferase (ERG6) gene: drug susceptibility studies in erg6 mutants. Antimicrob Agents Chemother. 1998;42: 1160–1167. doi: 10.1128/AAC.42.5.1160 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Vale-Silva LA, Coste AT, Ischer F, Parker JE, Kelly SL, Pinto E, et al. Azole resistance by loss of function of the sterol Δ5,6-desaturase gene (ERG3) in Candida albicans does not necessarily decrease virulence. Antimicrob Agents Chemother. 2012;56: 1960–1968. doi: 10.1128/aac.05720-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Young LY, Hull CM, Heitman J. Disruption of ergosterol biosynthesis confers resistance to amphotericin B in Candida lusitaniae. Antimicrob Agents Chemother. 2003;47: 2717–2724. doi: 10.1128/AAC.47.9.2717-2724.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Pinjon E, Moran GP, Jackson CJ, Kelly SL, Sanglard D, Coleman DC, et al. Molecular mechanisms of itraconazole resistance in Candida dubliniensis. Antimicrob Agents Chemother. 2003;47: 2424–2437. doi: 10.1128/AAC.47.8.2424-2437.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Morio F, Pagniez F, Lacroix C, Miegeville M, Le Pape P. Amino acid substitutions in the Candida albicans sterol Δ5,6-desaturase (Erg3p) confer azole resistance: characterization of two novel mutants with impaired virulence. J Antimicrob Chemother. 2012;67: 2131–2138. doi: 10.1093/jac/dks186 [DOI] [PubMed] [Google Scholar]
  • 31.Ksiezopolska E, Schikora-Tamarit MÀ, Beyer R, Nunez-Rodriguez JC, Schüller C, Gabaldón T. Narrow mutational signatures drive acquisition of multidrug resistance in the fungal pathogen Candida glabrata. Curr Biol. 2021;31: 5314–5326.e10. doi: 10.1016/j.cub.2021.09.084 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Vandeputte P, Tronchin G, Larcher G, Ernoult E, Bergès T, Chabasse D, et al. A nonsense mutation in the ERG6 gene leads to reduced susceptibility to polyenes in a clinical isolate of Candida glabrata. Antimicrob Agents Chemother. 2008;52: 3701–3709. doi: 10.1128/AAC.00423-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Carolus H, Sofras D, Boccarella G, Sephton-Clark P, Romero CL, Vergauwen R, et al. Acquired amphotericin B resistance and fitness trade-off compensation in Candida auris. Research Square. 2023. doi: 10.21203/rs.3.rs-3621420/v1 [DOI] [Google Scholar]
  • 34.Gao J, Wang H, Li Z, Wong AH-H, Wang Y-Z, Guo Y, et al. Candida albicans gains azole resistance by altering sphingolipid composition. Nat Commun. 2018;9: 1–14. doi: 10.1038/s41467-018-06944-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Rybak JM, Dickens CM, Parker JE, Caudle KE, Manigaba K, Whaley SG, et al. Loss of C-5 Sterol Desaturase Activity Results in Increased Resistance to Azole and Echinocandin Antifungals in a Clinical Isolate of Candida parapsilosis. Antimicrob Agents Chemother. 2017;61. doi: 10.1128/AAC.00651-17 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Bard M, Lees ND, Turi T, Craft D, Cofrin L, Barbuch R, et al. Sterol synthesis and viability oferg11 (cytochrome P450 lanosterol demethylase) mutations in Saccharomyces cerevisiae and Candida albicans. Lipids. 1993;28: 963–967. doi: 10.1007/BF02537115 [DOI] [PubMed] [Google Scholar]
  • 37.Kelly SL, Lamb DC, Corran AJ, Baldwin BC, Kelly DE. Mode of Action and Resistance to Azole Antifungals Associated with the Formation of 14α-Methylergosta-8,24(28)-dien-3β,6α-diol. Biochem Biophys Res Commun. 1995;207: 910–915. doi: 10.1006/bbrc.1995.1272 [DOI] [PubMed] [Google Scholar]
  • 38.Branco J, Ola M, Silva RM, Fonseca E, Gomes NC, Martins-Cruz C, et al. Impact of ERG3 mutations and expression of ergosterol genes controlled by UPC2 and NDT80 in Candida parapsilosis azole resistance. Clin Microbiol Infect. 2017;23: 575.e1–575.e8. doi: 10.1016/j.cmi.2017.02.002 [DOI] [PubMed] [Google Scholar]
  • 39.Kennedy MA, Johnson TA, Lees ND, Barbuch R, Eckstein JA, Bard M. Cloning and sequencing of the Candida albicans C-4 sterol methyl oxidase gene (ERG25) and expression of an ERG25 conditional lethal mutation in Saccharomyces cerevisiae. Lipids. 2000;35: 257–262. doi: 10.1007/s11745-000-0521-2 [DOI] [PubMed] [Google Scholar]
  • 40.Kim SH, Steere L, Zhang Y-K, McGregor C, Hahne C, Zhou Y, et al. Inhibiting C-4 Methyl Sterol Oxidase with Novel Diazaborines to Target Fungal Plant Pathogens. ACS Chem Biol. 2022;17: 1343–1350. doi: 10.1021/acschembio.2c00257 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Kodedová M, Sychrová H. Changes in the Sterol Composition of the Plasma Membrane Affect Membrane Potential, Salt Tolerance and the Activity of Multidrug Resistance Pumps in Saccharomyces cerevisiae. PLoS One. 2015;10: e0139306. doi: 10.1371/journal.pone.0139306 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Li Y, Dai M, Zhang Y, Lu L. The sterol C-14 reductase Erg24 is responsible for ergosterol biosynthesis and ion homeostasis in Aspergillus fumigatus. Appl Microbiol Biotechnol. 2021;105: 1253–1268. doi: 10.1007/s00253-021-11104-5 [DOI] [PubMed] [Google Scholar]
  • 43.Gupta SS, Ton V-K, Beaudry V, Rulli S, Cunningham K, Rao R. Antifungal activity of amiodarone is mediated by disruption of calcium homeostasis. J Biol Chem. 2003;278: 28831–28839. doi: 10.1074/jbc.M303300200 [DOI] [PubMed] [Google Scholar]
  • 44.Barreto L, Canadell D, Petrezsélyová S, Navarrete C, Maresová L, Peréz-Valle J, et al. A genomewide screen for tolerance to cationic drugs reveals genes important for potassium homeostasis in Saccharomyces cerevisiae. Eukaryot Cell. 2011;10: 1241–1250. doi: 10.1128/EC.05029-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Luna-Tapia A, Peters BM, Eberle KE, Kerns ME, Foster TP, Marrero L, et al. ERG2 and ERG24 Are Required for Normal Vacuolar Physiology as Well as Candida albicans Pathogenicity in a Murine Model of Disseminated but Not Vaginal Candidiasis. Eukaryot Cell. 2015;14: 1006–1016. doi: 10.1128/EC.00116-15 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Maesaki S, Marichal P, Vanden Bossche H, Sanglard D, Kohno S. Rhodamine 6G efflux for the detection of CDR1-overexpressing azole-resistant Candida albicans strains. J Antimicrob Chemother. 1999;44: 27–31. doi: 10.1093/jac/44.1.27 [DOI] [PubMed] [Google Scholar]
  • 47.Kim SH, Iyer KR, Pardeshi L, Muñoz JF, Robbins N, Cuomo CA, et al. Genetic Analysis of Candida auris Implicates Hsp90 in Morphogenesis and Azole Tolerance and Cdr1 in Azole Resistance. MBio. 2019;10. doi: 10.1128/mBio.02529-18 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Robbins N, Cowen LE. Roles of Hsp90 in Candida albicans morphogenesis and virulence. Curr Opin Microbiol. 2023;75: 102351. doi: 10.1016/j.mib.2023.102351 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.White TC, Holleman S, Dy F, Mirels LF, Stevens DA. Resistance mechanisms in clinical isolates of Candida albicans. Antimicrob Agents Chemother. 2002;46: 1704–1713. doi: 10.1128/AAC.46.6.1704-1713.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Rogers PD, Barker KS. Genome-wide expression profile analysis reveals coordinately regulated genes associated with stepwise acquisition of azole resistance in Candida albicans clinical isolates. Antimicrob Agents Chemother. 2003;47: 1220–1227. doi: 10.1128/AAC.47.4.1220-1227.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Mehmood A, Liu G, Wang X, Meng G, Wang C, Liu Y. Fungal Quorum-Sensing Molecules and Inhibitors with Potential Antifungal Activity: A Review. Molecules. 2019;24. doi: 10.3390/molecules24101950 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Nickerson KW, Atkin AL, Hornby JM. Quorum sensing in dimorphic fungi: farnesol and beyond. Appl Environ Microbiol. 2006;72: 3805–3813. doi: 10.1128/AEM.02765-05 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Yu L-H, Wei X, Ma M, Chen X-J, Xu S-B. Possible inhibitory molecular mechanism of farnesol on the development of fluconazole resistance in Candida albicans biofilm. Antimicrob Agents Chemother. 2012;56: 770–775. doi: 10.1128/AAC.05290-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Song J, Liu X, Li R. Sphingolipids: Regulators of azole drug resistance and fungal pathogenicity. Mol Microbiol. 2020;114: 891–905. doi: 10.1111/mmi.14586 [DOI] [PubMed] [Google Scholar]
  • 55.Kadosh D, Johnson AD. Induction of the Candida albicans filamentous growth program by relief of transcriptional repression: a genome-wide analysis. Mol Biol Cell. 2005;16: 2903–2912. doi: 10.1091/mbc.e05-01-0073 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Villa S, Hamideh M, Weinstock A, Qasim MN, Hazbun TR, Sellam A, et al. Transcriptional control of hyphal morphogenesis in Candida albicans. FEMS Yeast Res. 2020;20. doi: 10.1093/femsyr/foaa005 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Znaidi S, Nesseir A, Chauvel M, Rossignol T, d’Enfert C. A comprehensive functional portrait of two heat shock factor-type transcriptional regulators involved in Candida albicans morphogenesis and virulence. PLoS Pathog. 2013;9: e1003519. doi: 10.1371/journal.ppat.1003519 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Carbrey JM, Cormack BP, Agre P. Aquaporin in Candida: characterization of a functional water channel protein. Yeast. 2001;18: 1391–1396. doi: 10.1002/yea.782 [DOI] [PubMed] [Google Scholar]
  • 59.Gong Y, Li T, Yu C, Sun S. Candida albicans Heat Shock Proteins and Hsps-Associated Signaling Pathways as Potential Antifungal Targets. Front Cell Infect Microbiol. 2017;7: 520. doi: 10.3389/fcimb.2017.00520 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Yan L, Li M, Cao Y, Gao P, Cao Y, Wang Y, et al. The alternative oxidase of Candida albicans causes reduced fluconazole susceptibility. J Antimicrob Chemother. 2009;64: 764–773. doi: 10.1093/jac/dkp273 [DOI] [PubMed] [Google Scholar]
  • 61.Martchenko M, Alarco A-M, Harcus D, Whiteway M. Superoxide dismutases in Candida albicans: transcriptional regulation and functional characterization of the hyphal-induced SOD5 gene. Mol Biol Cell. 2004;15: 456–467. doi: 10.1091/mbc.e03-03-0179 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Burgain A, Tebbji F, Khemiri I, Sellam A. Metabolic Reprogramming in the Opportunistic Yeast Candida albicans in Response to Hypoxia. mSphere. 2020;5. doi: 10.1128/mSphere.00913-19 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Plaine A, Walker L, Da Costa G, Mora-Montes HM, McKinnon A, Gow NAR, et al. Functional analysis of Candida albicans GPI-anchored proteins: roles in cell wall integrity and caspofungin sensitivity. Fungal Genet Biol. 2008;45: 1404–1414. doi: 10.1016/j.fgb.2008.08.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Richard M, de Groot P, Courtin O, Poulain D, Klis F, Gaillardin C. GPI7 affects cell-wall protein anchorage in Saccharomyces cerevisiae and Candida albicans. Microbiology. 2002;148: 2125–2133. doi: 10.1099/00221287-148-7-2125 [DOI] [PubMed] [Google Scholar]
  • 65.Victoria GS, Yadav B, Hauhnar L, Jain P, Bhatnagar S, Komath SS. Mutual co-regulation between GPI-N-acetylglucosaminyltransferase and ergosterol biosynthesis in Candida albicans. Biochem J. 2012;443: 619–625. doi: 10.1042/BJ20120143 [DOI] [PubMed] [Google Scholar]
  • 66.Yadav B, Bhatnagar S, Ahmad MF, Jain P, Pratyusha VA, Kumar P, et al. First step of glycosylphosphatidylinositol (GPI) biosynthesis cross-talks with ergosterol biosynthesis and Ras signaling in Candida albicans. J Biol Chem. 2014;289: 3365–3382. doi: 10.1074/jbc.M113.528802 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Doedt T, Krishnamurthy S, Bockmühl DP, Tebarth B, Stempel C, Russell CL, et al. APSES proteins regulate morphogenesis and metabolism in Candida albicans. Mol Biol Cell. 2004;15: 3167–3180. doi: 10.1091/mbc.e03-11-0782 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.White SJ, Rosenbach A, Lephart P, Nguyen D, Benjamin A, Tzipori S, et al. Self-regulation of Candida albicans population size during GI colonization. PLoS Pathog. 2007;3: e184. doi: 10.1371/journal.ppat.0030184 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Veen M, Stahl U, Lang C. Combined overexpression of genes of the ergosterol biosynthetic pathway leads to accumulation of sterols in Saccharomyces cerevisiae. FEMS Yeast Res. 2003;4: 87–95. doi: 10.1016/S1567-1356(03)00126-0 [DOI] [PubMed] [Google Scholar]
  • 70.MacPherson S, Akache B, Weber S, De Deken X, Raymond M, Turcotte B. Candida albicans zinc cluster protein Upc2p confers resistance to antifungal drugs and is an activator of ergosterol biosynthetic genes. Antimicrob Agents Chemother. 2005;49: 1745–1752. doi: 10.1128/AAC.49.5.1745-1752.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Silver PM, Oliver BG, White TC. Role of Candida albicans transcription factor Upc2p in drug resistance and sterol metabolism. Eukaryot Cell. 2004;3: 1391–1397. doi: 10.1128/EC.3.6.1391-1397.2004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Lv Q-Z, Yan L, Jiang Y-Y. The synthesis, regulation, and functions of sterols in Candida albicans: Well-known but still lots to learn. Virulence. 2016;7: 649–659. doi: 10.1080/21505594.2016.1188236 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Revie NM, Iyer KR, Maxson ME, Zhang J, Yan S, Fernandes CM, et al. Targeting fungal membrane homeostasis with imidazopyrazoindoles impairs azole resistance and biofilm formation. Nat Commun. 2022;13: 1–20. doi: 10.1038/s41467-022-31308-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Xiong L, Pereira De Sa N, Zarnowski R, Huang MY, Mota Fernandes C, Lanni F, et al. Biofilm-associated metabolism via ERG251 in Candida albicans. PLoS Pathog. 2024;20: e1012225. doi: 10.1371/journal.ppat.1012225 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Sanati H, Belanger P, Fratti R, Ghannoum M. A new triazole, voriconazole (UK-109,496), blocks sterol biosynthesis in Candida albicans and Candida krusei. Antimicrob Agents Chemother. 1997;41: 2492–2496. doi: 10.1128/AAC.41.11.2492 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76.Crawford AC, Lehtovirta-Morley LE, Alamir O, Niemiec MJ, Alawfi B, Alsarraf M, et al. Biphasic zinc compartmentalisation in a human fungal pathogen. PLoS Pathog. 2018;14: e1007013. doi: 10.1371/journal.ppat.1007013 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Sanchez AA, Johnston DA, Myers C, Edwards JE Jr, Mitchell AP, Filler SG. Relationship between Candida albicans virulence during experimental hematogenously disseminated infection and endothelial cell damage in vitro. Infect Immun. 2004;72: 598–601. doi: 10.1128/IAI.72.1.598-601.2004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Kukurudz RJ, Chapel M, Wonitowy Q, Adamu Bukari A-R, Sidney B, Sierhuis R, et al. Acquisition of cross-azole tolerance and aneuploidy in Candida albicans strains evolved to posaconazole. G3. 2022;12. doi: 10.1093/g3journal/jkac156 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Yang F, Scopel EFC., Li H, Sun L, Kawar N, Cao Y, et al. Antifungal Tolerance and Resistance Emerge at Distinct Drug Concentrations and Rely upon Different Aneuploid Chromosomes. MBio. 2023;14: e00227–23. doi: 10.1128/mbio.00227-23 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Pompei S, Lagomarsino MC. A fitness trade-off explains the early fate of yeast aneuploids with chromosome gains. Proceedings of the National Academy of Sciences. 2023;120: e2211687120. doi: 10.1073/pnas.2211687120 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Taylor AM, Shih J, Ha G, Gao GF, Zhang X, Berger AC, et al. Genomic and Functional Approaches to Understanding Cancer Aneuploidy. Cancer Cell. 2018;33: 676–689.e3. doi: 10.1016/j.ccell.2018.03.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Kolodner RD, Cleveland DW, Putnam CD. Cancer. Aneuploidy drives a mutator phenotype in cancer. Science. 2011. pp. 942–943. doi: 10.1126/science.1211154 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Yona AH, Manor YS, Herbst RH, Romano GH, Mitchell A, Kupiec M, et al. Chromosomal duplication is a transient evolutionary solution to stress. Proc Natl Acad Sci U S A. 2012;109: 21010–21015. doi: 10.1073/pnas.1211150109 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84.Flowers SA, Barker KS, Berkow EL, Toner G, Chadwick SG, Gygax SE, et al. Gain-of-function mutations in UPC2 are a frequent cause of ERG11 upregulation in azole-resistant clinical isolates of Candida albicans. Eukaryot Cell. 2012;11: 1289–1299. doi: 10.1128/EC.00215-12 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Flowers SA, Colón B, Whaley SG, Schuler MA, Rogers PD. Contribution of clinically derived mutations in ERG11 to azole resistance in Candida albicans. Antimicrob Agents Chemother. 2015;59: 450–460. doi: 10.1128/AAC.03470-14 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Rybak JM., Sharma C, Doorley LA., Barker KS., Palmer GE., Rogers P. D. Delineation of the Direct Contribution of Candida auris ERG11 Mutations to Clinical Triazole Resistance. Microbiology Spectrum. 2021;9: e01585–21. doi: 10.1128/Spectrum.01585-21 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Burrack LS, Todd RT, Soisangwan N, Wiederhold NP, Selmecki A. Genomic Diversity across Candida auris Clinical Isolates Shapes Rapid Development of Antifungal Resistance In Vitro and In Vivo. MBio. 2022;13: e0084222. doi: 10.1128/mbio.00842-22 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.Li J, Aubry L, Brandalise D, Coste AT, Sanglard D, Lamoth F. Upc2-mediated mechanisms of azole resistance in Candida auris. Microbiol Spectr. 2024; e0352623. doi: 10.1128/spectrum.03526-23 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89.Dunkel N, Liu TT, Barker KS, Homayouni R, Morschhäuser J, Rogers PD. A gain-of-function mutation in the transcription factor Upc2p causes upregulation of ergosterol biosynthesis genes and increased fluconazole resistance in a clinical Candida albicans isolate. Eukaryot Cell. 2008;7: 1180–1190. doi: 10.1128/EC.00103-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Hornby JM, Nickerson KW. Enhanced production of farnesol by Candida albicans treated with four azoles. Antimicrob Agents Chemother. 2004;48: 2305–2307. doi: 10.1128/AAC.48.6.2305-2307.2004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.Hu C, Zhou M, Wang W, Sun X, Yarden O, Li S. Abnormal Ergosterol Biosynthesis Activates Transcriptional Responses to Antifungal Azoles. Front Microbiol. 2018;9: 9. doi: 10.3389/fmicb.2018.00009 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Vande Zande P, Siddiq MA, Hodgins-Davis A, Kim L, Wittkopp PJ. Active compensation for changes in TDH3 expression mediated by direct regulators of TDH3 in Saccharomyces cerevisiae. PLoS Genet. 2023;19: e1011078. doi: 10.1371/journal.pgen.1011078 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 93.Voshall A, Christie NTM, Rose SL, Khasin M, Van Etten JL, Markham JE, et al. Sterol Biosynthesis in Four Green Algae: A Bioinformatic Analysis of the Ergosterol Versus Phytosterol Decision Point. J Phycol. 2021;57: 1199–1211. doi: 10.1111/jpy.13164 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Shen J, Guo W, Köhler JR. CaNAT1, a heterologous dominant selectable marker for transformation of Candida albicans and other pathogenic Candida species. Infect Immun. 2005;73: 1239–1242. doi: 10.1128/IAI.73.2.1239-1242.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 95.Veri AO, Miao Z, Shapiro RS, Tebbji F, O’Meara TR, Kim SH, et al. Tuning Hsf1 levels drives distinct fungal morphogenetic programs with depletion impairing Hsp90 function and overexpression expanding the target space. PLoS Genet. 2018;14: e1007270. doi: 10.1371/journal.pgen.1007270 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96.Gerami-Nejad M, Forche A, McClellan M, Berman J. Analysis of protein function in clinical C. albicans isolates. Yeast. 2012;29: 303–309. doi: 10.1002/yea.2910 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 97.Patro R, Duggal G, Love MI, Irizarry RA, Kingsford C. Salmon provides fast and bias-aware quantification of transcript expression. Nat Methods. 2017;14: 417–419. doi: 10.1038/nmeth.4197 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 98.Soneson C, Love MI, Robinson MD. Differential analyses for RNA-seq: transcript-level estimates improve gene-level inferences. F1000Res. 2015;4: 1521. doi: 10.12688/f1000research.7563.2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 99.Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014;15: 550. doi: 10.1186/s13059-014-0550-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 100.Skrzypek MS, Binkley J, Binkley G, Miyasato SR, 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. doi: 10.1093/nar/gkw924 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.Todd RT, Braverman AL, Selmecki A. Flow Cytometry Analysis of Fungal Ploidy. Curr Protoc Microbiol. 2018;50: e58. doi: 10.1002/cpmc.58 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 102.Singh A, Wang H, Silva LC, Na C, Prieto M, Futerman AH, et al. Methylation of glycosylated sphingolipid modulates membrane lipid topography and pathogenicity of Cryptococcus neoformans. Cell Microbiol. 2012;14: 500–516. doi: 10.1111/j.1462-5822.2011.01735.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 103.Singh A, MacKenzie A, Girnun G, Del Poeta M. Analysis of sphingolipids, sterols, and phospholipids in human pathogenic Cryptococcus strains [S]. J Lipid Res. 2017;58: 2017–2036. doi: 10.1194/jlr.M078600 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 104.Selmecki A, Forche A, Berman J. Aneuploidy and isochromosome formation in drug-resistant Candida albicans. Science. 2006;313: 367–370. doi: 10.1126/science.1128242 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105.Bushnell B. BBTools software package. 2014. Available online: http://sourceforge net/projects/bbmap. [Google Scholar]
  • 106.Li H. Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM. arXiv [q-bio.GN]. 2013. Available: http://arxiv.org/abs/1303.3997 [Google Scholar]
  • 107.Danecek P, Bonfield JK, Liddle J, Marshall J, Ohan V, Pollard MO, et al. Twelve years of SAMtools and BCFtools. Gigascience. 2021;10. doi: 10.1093/gigascience/giab008 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 108.Andrews S. FastQC: A quality control analysis tool for high throughput sequencing data. Github; Available: https://github.com/s-andrews/FastQC [Google Scholar]
  • 109.Okonechnikov K, Conesa A, García-Alcalde F. Qualimap 2: advanced multi-sample quality control for high-throughput sequencing data. Bioinformatics. 2016;32: 292–294. doi: 10.1093/bioinformatics/btv566 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 110.Ewels P, Magnusson M, Lundin S, Käller M. MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics. 2016;32: 3047–3048. doi: 10.1093/bioinformatics/btw354 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 111.Abbey DA, Funt J, Lurie-Weinberger MN, Thompson DA, Regev A, Myers CL, et al. YMAP: a pipeline for visualization of copy number variation and loss of heterozygosity in eukaryotic pathogens. Genome Med. 2014;6: 100. doi: 10.1186/s13073-014-0100-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 112.Van der Auwera GA, O’Connor BD. Genomics in the Cloud: Using Docker, GATK, and WDL in Terra. “O’Reilly Media, Inc.”; 2020. [Google Scholar]
  • 113.Cingolani P, Platts A, Wang LL, Coon M, Nguyen T, Wang L, et al. A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3. Fly. 2012;6: 80–92. doi: 10.4161/fly.19695 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114.Robinson JT, Thorvaldsdóttir H, Wenger AM, Zehir A, Mesirov JP. Variant Review with the Integrative Genomics Viewer. Cancer Res. 2017;77: e31–e34. doi: 10.1158/0008-5472.CAN-17-0337 [DOI] [PMC free article] [PubMed] [Google Scholar]

Decision Letter 0

Alex Andrianopoulos, Chaoyang Xue

18 Mar 2024

Dear Dr. Selmecki,

Thank you very much for submitting your manuscript "Erg251 has complex and pleiotropic effects on azole susceptibility, filamentation, and stress response phenotypes" for consideration at PLOS Pathogens. As with all papers reviewed by the journal, your manuscript was reviewed by members of the editorial board and by several independent reviewers. In light of the reviews (below this email), we would like to invite the resubmission of a significantly-revised version that takes into account the reviewers' comments.

While the reviewers were generally positive about this work and its significance, they have identified a number of issues that need to be addressed. These will require additional experimentation and revision of this manuscript.

The companion submission to your manuscript has also been evaluated on its merits, and we have reached a different decision based on the reviewers' recommendation. Therefore, we cannot guarantee to publish the two submissions side-by-side. 

We cannot make any decision about publication until we have seen the revised manuscript and your response to the reviewers' comments. Your revised manuscript is also likely to be sent to reviewers for further evaluation.

When you are ready to resubmit, please upload the following:

[1] A letter containing a detailed list of your responses to the review comments and a description of the changes you have made in the manuscript. Please note while forming your response, if your article is accepted, you may have the opportunity to make the peer review history publicly available. The record will include editor decision letters (with reviews) and your responses to reviewer comments. If eligible, we will contact you to opt in or out.

[2] Two versions of the revised manuscript: one with either highlights or tracked changes denoting where the text has been changed; the other a clean version (uploaded as the manuscript file).

Important additional instructions are given below your reviewer comments.

Please prepare and submit your revised manuscript within 60 days. If you anticipate any delay, please let us know the expected resubmission date by replying to this email. Please note that revised manuscripts received after the 60-day due date may require evaluation and peer review similar to newly submitted manuscripts.

Thank you again for your submission. We hope that our editorial process has been constructive so far, and we welcome your feedback at any time. Please don't hesitate to contact us if you have any questions or comments.

Sincerely,

Chaoyang Xue, Ph.D.

Academic Editor

PLOS Pathogens

Alex Andrianopoulos

Section Editor

PLOS Pathogens

Michael Malim

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0002-7699-2064

***********************

Reviewer's Responses to Questions

Part I - Summary

Please use this section to discuss strengths/weaknesses of study, novelty/significance, general execution and scholarship.

Reviewer #1: In this paper, the authors report that under selective pressure in the presence of fluconazole, C. albicans can become drug-tolerant by the acquisition of heterozygous loss-of-function mutations in ERG251, encoding an enzyme in the ergosterol biosynthesis pathway. In combination with certain chromosome aneuploidies these mutations resulted in azole resistance. Strains lacking one ERG251 allele had pleiotropic phenotypes, but in contrast to a homozygous erg251 deletion mutant (which had much stronger phenotypic defects) retained fitness in the absence of the drug and virulence in a mouse infection model. The authors suggest that alterations in sterol biosynthesis and upregulation of the zinc transporter-encoding gene ZRT2 contribute to the acquired azole tolerance of erg251 mutants.

Main comment

1) The authors studied many phenotypic consequences of the ERG251 mutations, but did not investigate how these affected the lipid composition of cellular membranes, which is the expected primary effect of the altered Erg251 activity. The observed phenotypes of the mutants are most likely secondary consequences of an altered membrane structure. For a mechanistic understanding of drug tolerance and other mutant phenotypes, knowledge of the underlying primary defect of the heterozygous erg251 mutants would be required (phenotypes and transcriptional changes observed in the erg251 null mutants do not explain the behavior of the heterozygous mutants). Interestingly, both reduced and increased ERG251 dosage resulted in azole tolerance (Fig. 1B), but the ERG251-overexpressing strain was not compared with the heterozygous mutants in subsequent experiments and this unexpected result was not further explored and remains unexplained.

Reviewer #2: This manuscript identified a role C. albicans ERG251, a paralog of ERG25, in fluconazole tolerance. An in vitro evolution strategy was used to identify C. albicans strains that are tolerant to fluconazole. Three independent experiments led to the identification of strains with ERG251 heterozygous mutations. The role of ERG251 was confirmed by showing that heterozygous mutants displayed similar fluconazole tolerance. The homozygous erg251/erg251 mutants showed complex phenotypes, including decreased fitness at low initial cell density and increased fitness in the presence of low concentrations of fluconazole. Changes in gene expression detected by RNAseq were used to examine other phenotypes in erg251 mutant strains. These studies showed that the strains were more sensitive to SDS, weakly resistant to H2O2, and displayed a weak hyphal defect. Many ergosterol biosynthesis genes were down-regulated in the erg251D/D strain but the azole tolerance of the heterozygous ERG251 mutant did not appear to be due to changes in ergosterol biosynthesis gene expression. The ZRT2 zinc transporter was upregulated in erg251 mutants, and control studies suggest this may contribute the fluconazole phenotypes. The heterozygous mutants were virulent in a mouse disseminated infection, but the homozygous mutant showed a defect in virulenc3e. Overall, the strength is that these studies discovered a role for ERG251 in promoting fluconazole tolerance in vitro. Weaknesses include the lack of in-depth studies to characterize phenotypes and to better define the role of ERG251 in tolerance.

Reviewer #3: I really liked all the beginning parts of this paper where the authors told me why I should be interested in ERG251 as a hotspot for studying antibiotic resistance. It was novel and very convincing. Then we come to the experiments characterizing the single and double knockout mutants of erg251. The results here are interesting, bordering on fascinating, but I found it difficult to consider them in the proper context. Fig 6A did not help in this regard. I would like to see a clear presentation of where you think Erg25p and 251p fit into biosynthesis. In reading Lu et al (2023), they had Erg25p in the main sterol biosynthesis pathway and Erg251p in the alternative pathway, but you seem to be avoiding such a clear distinction. I think this portion of the text would be more easily understood if accompanied by a diagram presenting your best thoughts on how the 251p fits into biosynthesis.

Similarly, Lu et al stated that the erg251 double null mutant failed to grow in the presence of fluconazole (their Fig 4A-C) while you have the double 251p mutant presenting a fitness advantage at low fluconazole concentrations and a fitness cost at high fluconazole concentrations. Is this strictly a difference in concentrations chosen, or does it present something more fundamental? To me, such differences suggest multiple targets for the azole inhibitors. Both the Erg25p and 251p are C-4 sterol methyl oxidases. Candida albicans and Aspergillus fumigatus have two such enzymes while S. cerevisiae and the ergosterol containing algae Chlorella (Voshall et al 2021) and Chlamydomonas (Brumfield et al 2017) have only one. There are two methyl groups on the C4 position of lanosterol which need to be removed. Perhaps there is a division of labor. Voshall et al examined the sterols which were produced by Chlorella following inhibition by either ketoconazole or clotrimazole (fluconazole was not inhibitory). The relevant feature for your paper was that identifying the unusual or overflow sterols produced following these antibiotic treatments strongly suggested that four different sterol precursors were available as substrates for the single C4-sterol methyl oxidase. Could Erg25p and 251p exhibit different substrate preferences? Please note that I am not suggesting detailed sterol compositions for each of your mutants following antibiotic treatment. Those experiments might be desirable in the long term but highly impractical in the short term. I'm merely seeking clarification on your thinking on the respective roles of Erg25p and Erg251p.

Reviewer #4: The manuscript by Zhou et al describes in detail the discovery that growth of C. albicans strains in fluconazole can lead to the development of single allele ERG251 mutations that increase fluconazole tolerance. When these heterozygous ERG251 mutations were combined with spontaneous aneuploidies in chromosomes 3 or 6, they also saw full resistance to fluconazole. In addition, they characterized the impacts of heterozygous ERG251 mutations on either or both alleles for their impacts on growth rate, global gene transcription, hyphal growth, cell wall sensitivities, and virulence in mice. Their findings implicated ERG251 in impacting recovery from lag phase at low density growth through affecting farnesol. They found that one allele of ERG251 was more effective than the other for several phenotypes like hyphal growth and transcription of other ERG genes. They also found that the ZRT2 zinc transporter’s transcription was impacted by ERG251 and could affect azole sensitivity of wild-type when overexpressed. Finally, the erg251∆∆ mutant was diminished in virulence, but the heterozygotes were not.

Overall, I found this manuscript to have a wide breadth of coverage of many different phenotypes, but several at a mostly superficial level. There was not a clear model for how Erg251 affects these many different phenotypes such as transcription or hyphal growth.

**********

Part II – Major Issues: Key Experiments Required for Acceptance

Please use this section to detail the key new experiments or modifications of existing experiments that should be absolutely required to validate study conclusions.

Generally, there should be no more than 3 such required experiments or major modifications for a "Major Revision" recommendation. If more than 3 experiments are necessary to validate the study conclusions, then you are encouraged to recommend "Reject".

Reviewer #1: Other comments

2) To test whether the slight upregulation of ZRT2 contributed to the fluconazole tolerance of erg251 mutants, the authors overexpressed ZRT2 in a wild-type strain (overexpression levels should be given and compared to those in erg251 mutants). To more directly address the question and support the conclusion stated in the paragraph title (lines 560-561), one could test if ZRT2 deletion (possibly only one allele if this reduces expression levels to those in the wild type) in erg251 mutants reverts tolerance.

3) Is the allele-specific effect of ERG251 on filamentation in the SC5314 background also seen in the evolved strains (SN152 and BWP17 are derivatives of SC5314), i.e. does Evolved 3.2 behave like the heterozygous mutant in which allele B was deleted, and do AMS5617/5618, AMS5622/5623/5624, and AMS5625/5626 behave like the heterozygous mutant lacking allele A? Furthermore, did introduction of the loss-of-function mutations into alleles A or B of strain SC5314 (lines 194-198 and Fig. 1A) have the same allele-specific effect on filamentation?

Reviewer #2: 1. The legends to Fig. 1 and 2 state that each bar represents the average of three technical replicates. Were these studies repeated in independent experiments? No error bars are shown.

2. Fig. 3A. Is this a representative curve? Average of three assays? What were the lag phases for the three assays? Do erg251 deletion mutants grow better in conditioned medium?

3. Figure 4 is not supported by strong data.

(i) A slight increase in sensitivity to SDS could be due to many reasons, such as altered membrane lipids. It is not specifically indicative of altered cell wall.

(ii) Increased resistance to oxidative stress is not well supported. There appears to be a very weak effect in a spot assay. This should be quantified. The magnitude of the resistance does not seem very significant. Was it reproducible?

4. Figure 5. There appears to be a slight defect in hyphal growth for ERG251-A deletion and a little stronger defect for erg251D/D mutant. However, it is not clear that this is significant. Only limited characterization was presented. Also, it was not clear that there was a defect in vivo. No analysis of hyphal growth in vivo was presented.

5. Figure 6 is very descriptive. It shows that ERG gene expression is altered, but it is not clear if this is significant.

6. Figure 7. Lines 591-596. The conclusion that altered ZRT2 expression contributes to fluconazole tolerance of erg251/ERG251 mutants is not supported by strong data. The TET-promoter strain showed increased tolerance to fluconazole, but it was not clear what was the level of ZRT2 expression in the Tet-ZRT2 strain. Also, it was not clear how the authors concluded that the ZRT2 effect is distinct from distinct from the ATP-dependent drug efflux pumps such as CDR1.

7. Figure 8. Mouse virulence. It would have been interesting to see if there was a difference in ability of fluconazole to prevent lethal infection. Perhaps a mixed infection to see if the heterozygotes have a better ability to survive? Some type of experiment like that would have strengthened the conclusions.

8. The Discussion section contained a lot of speculation about minor effects that could be shortened.

Lines 755 -765. Not proven ZRT2 was overexpressed, or expressed at the level seen in the erg251 mutant.

Reviewer #3: None

Reviewer #4: 1. For example, the overexpression study with ZRT2 implicates it in being an effector of ERG251 fluconazole sensitivity, but additional work would be needed to draw this conclusion definitively. Overexpression of ZRT2 clearly impacts this phenotype, but it could be a parallel pathway rather than a direct linear effect related to ERG251.

2. The localization of ERG251-GFP needs to be better controlled. Were these alleles able to complement an erg251∆∆ mutant? Colocalization with a known ER marker needs to be done make the conclusion of ER localization

3. The conclusion drawn in lines 222-225: “We found that ERG251 -drivenazole tolerance was independent of drug efflux pumps as indicated by no increase in the rate of efflux of R6G for ERG251 heterozygous deletion mutants compared to ERG251/ERG251 (SC5314) during the exposure to FLC (Fig 1C).” is not consistent with the data shown in Fig 1C where it appears that mutants are progressively less able to excrete the drug than the wild-type.

4. In Figure 4, SDS is a better measure of membrane stress, but not cell wall stress. Specific stressors of the cell wall such as echinocandins, calcofluor white, and Congo Red should be tested.

**********

Part III – Minor Issues: Editorial and Data Presentation Modifications

Please use this section for editorial suggestions as well as relatively minor modifications of existing data that would enhance clarity.

Reviewer #1: 4) The mutation *322Y (line 174 and Table 1) is incorrectly describe

Decision Letter 1

Alex Andrianopoulos, Chaoyang Xue

3 Jul 2024

Dear Dr. Selmecki,

We are pleased to inform you that your manuscript 'Erg251 has complex and pleiotropic effects on sterol composition, azole susceptibility, filamentation, and stress response phenotypes' has been provisionally accepted for publication in PLOS Pathogens.

Before your manuscript can be formally accepted you will need to complete some formatting changes, which you will receive in a follow up email. A member of our team will be in touch with a set of requests.

Please note that your manuscript will not be scheduled for publication until you have made the required changes, so a swift response is appreciated.

IMPORTANT: The editorial review process is now complete. PLOS will only permit corrections to spelling, formatting or significant scientific errors from this point onwards. Requests for major changes, or any which affect the scientific understanding of your work, will cause delays to the publication date of your manuscript.

Should you, your institution's press office or the journal office choose to press release your paper, you will automatically be opted out of early publication. We ask that you notify us now if you or your institution is planning to press release the article. All press must be co-ordinated with PLOS.

Thank you again for supporting Open Access publishing; we are looking forward to publishing your work in PLOS Pathogens.

Best regards,

Chaoyang Xue, Ph.D.

Academic Editor

PLOS Pathogens

Alex Andrianopoulos

Section Editor

PLOS Pathogens

Michael Malim

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0002-7699-2064

***********************************************************

Reviewer Comments (if any, and for reference):

Reviewer's Responses to Questions

Part I - Summary

Please use this section to discuss strengths/weaknesses of study, novelty/significance, general execution and scholarship.

Reviewer #1: The authors have thoroughly addressed my previous criticisms, and I congratulate them for an excellent paper.

Reviewer #3: This revised manuscript has been significantly improved. I am pleased that they did the sterol assays to help interpret their mutant analyses.

Reviewer #4: The manuscript by Zhou et al describes in detail the discovery that growth of C. albicans strains in fluconazole can lead to the development of single allele ERG251 mutations that increase fluconazole tolerance. When these heterozygous ERG251 mutations were combined with spontaneous aneuploidies in chromosomes 3 or 6, they also saw full resistance to fluconazole. In addition, they characterized the impacts of heterozygous ERG251 mutations on either or both alleles for their impacts on growth rate, global gene transcription, hyphal growth, cell wall sensitivities, and virulence in mice. Their findings implicated ERG251 in impacting recovery from lag phase at low density growth through affecting farnesol. They found that one allele of ERG251 was more effective than the other for several phenotypes like hyphal growth and transcription of other ERG genes. They also found that the ZRT2 zinc transporter’s transcription was impacted by ERG251 and could affect azole sensitivity of wild-type when overexpressed. Finally, the erg251∆∆ mutant was diminished in virulence, but the heterozygotes were not. The concerns I had previously have been addressed.

**********

Part II – Major Issues: Key Experiments Required for Acceptance

Please use this section to detail the key new experiments or modifications of existing experiments that should be absolutely required to validate study conclusions.

Generally, there should be no more than 3 such required experiments or major modifications for a "Major Revision" recommendation. If more than 3 experiments are necessary to validate the study conclusions, then you are encouraged to recommend "Reject".

Reviewer #1: (No Response)

Reviewer #3: None

Reviewer #4: (No Response)

**********

Part III – Minor Issues: Editorial and Data Presentation Modifications

Please use this section for editorial suggestions as well as relatively minor modifications of existing data that would enhance clarity.

Reviewer #1: Considering that azole tolerance is a frequent cause of treatment failure in the clinic (as the authors point out), a critical reflection on why erg251 mutations have not been found in azole-tolerant clinical isolates so far would have been desirable. Or have they? I assume the authors have searched for such mutations in the many C. albicans genome sequences that are available nowadays.

Reviewer #3: None

Reviewer #4: (No Response)

**********

PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #3: No

Reviewer #4: No

Acceptance letter

Alex Andrianopoulos, Chaoyang Xue

25 Jul 2024

Dear Dr. Selmecki,

We are delighted to inform you that your manuscript, "Erg251 has complex and pleiotropic effects on sterol composition, azole susceptibility, filamentation, and stress response phenotypes," has been formally accepted for publication in PLOS Pathogens.

We have now passed your article onto the PLOS Production Department who will complete the rest of the pre-publication process. All authors will receive a confirmation email upon publication.

The corresponding author will soon be receiving a typeset proof for review, to ensure errors have not been introduced during production. Please review the PDF proof of your manuscript carefully, as this is the last chance to correct any scientific or type-setting errors. Please note that major changes, or those which affect the scientific understanding of the work, will likely cause delays to the publication date of your manuscript. Note: Proofs for Front Matter articles (Pearls, Reviews, Opinions, etc...) are generated on a different schedule and may not be made available as quickly.

Soon after your final files are uploaded, the early version of your manuscript, if you opted to have an early version of your article, will be published online. The date of the early version will be your article's publication date. The final article will be published to the same URL, and all versions of the paper will be accessible to readers.

Thank you again for supporting open-access publishing; we are looking forward to publishing your work in PLOS Pathogens.

Best regards,

Michael Malim

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0002-7699-2064

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 Fig. Whole genome sequencing analysis of FLC-evolved and engineered strains.

    A. De novo point mutations in ERG251 often occur together with other aneuploidies. Representative whole genome sequencing (WGS) data of the FLC-evolved strains from Table 1: Evolved 3.2, AMS5615, AMS5617, AMS5618, AMS5622, AMS5623, AMS5624, AMS5625, AMS5626 and AMS4130 which acquired point mutations on ERG251 during FLC evolution. B. The engineered ERG251 mutants remain euploid. WGS data for all ERG251 mutations engineered into the euploid SC5314 genetic background: the ERG251 heterozygous point mutants (L113*, W265G, E273*, and *322Y), both heterozygous deletion strains of ERG251, two strains with complementation of the heterozygous deletion, and two independent homozygous deletions of ERG251 (d51 and d70). A&B WGS data are plotted as the log2 ratio and converted to chromosome copy number (y-axis, 1–4 copies) as a function of chromosome position (x-axis, Chr1-ChrR). Haplotypes are indicated by color: gray is heterozygous (AB), magenta is homozygous B, and cyan is homozygous A. The baseline ploidy was determined by propidium iodide staining (S1 Table).

    (TIF)

    ppat.1012389.s001.tif (86.9MB, tif)
    S2 Fig. Radicicol, an Hsp90 inhibitor, blocks Erg251-mediated tolerance and makes fluconazole fungicidal.

    A. Cells from the MIC assay at 48 hr in Fig 1D, with or without radicicol, were plated for viability on YPAD agar plates and imaged after 24 hr incubation. Wild-type SC5314 (ERG251/ERG251), and both heterozygous deletion mutants of ERG251 were tested with a FLC resistant clinical isolate (C17/12-99, S1 Table) as a positive control. B. Spot plates growth of ERG251/ERG251, erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ on YPAD (30°C), YPAD (37°C), 20 μg/ml calcofluor white (CFW), 125 μg/ml Congo Red, 1.2M NaCl, 0.03% SDS and 7.5mM H2O2 agar plates. A & B. At least three biological replicates were performed.

    (TIF)

    ppat.1012389.s002.tif (23.4MB, tif)
    S3 Fig. Heterozygous deletion of ERG251-A leads to a transcriptional response in filamentation regulation.

    Volcano plots for differentially expressed genes (log2 fold change ≥ 0.5 or ≤ -0.5 and adjusted p-value < 0.1) in the heterozygous mutants (A) erg251Δ/ERG251 and (B) ERG251/erg251Δ in YPAD compared to the wild-type ERG251/ERG251 in YPAD. Both the fold change and p-value are indicated. C&D. Gene Ontology (GO) terms for genes differentially expressed in (C, S7 Table) erg251Δ/ERG251 in YPAD and (D, S8 Table) ERG251/erg251Δ in YPAD compared to ERG251/ERG251 in YPAD. E. Quantification of the yeast (<6μm), pseudohyphae (15–36 μm), and hyphae (>36 μm) for both evolved and engineered strains with ERG251 point mutations on A or B allele together with SC5314 as the control. Evolved strains: ERG251W265G/ERG251 (AMS5625 and AMS5626) and ERG251/ERG251*322Y (evolved 3.2). 150 to 500 cells were counted for each strain, and at least two biological replicates were performed. Values are mean ± SEM calculated from three biological replicates. Statistical significance for filamentation was compared to ERG251/ERG251 and assessed using two-way ANOVA with uncorrected Fisher’s LSD, ****P <0.0001, ns: P >0.05. F. Relative expression of ERG251-A and ERG251-B in the SC5314 background in YPAD. Relative expression was estimated using allelic RNA reads compared to overall reads at the two loci with polymorphisms in the ERG251 gene (indicated as SNP1 and SNP2 above). Values are mean ± SEM calculated from three biological replicates. G. Subcellular localization of Erg251-A-GFP (top) and Erg251-B-GFP (bottom) in yeast and hyphal inducing conditions in SC5314 background. Yeast: scale bar, 5 μm; hyphae: scale bar, 10 μm. ER tracker (red) was applied in Erg251-A-GFP and Erg251-B-GFP yeast cells indicating the ER co-localization.

    (TIF)

    ppat.1012389.s003.tif (31MB, tif)
    S4 Fig. Homozygous deletion of ERG251 leads to downregulation of ergosterol biosynthesis genes and upregulation of alternate sterol biosynthesis genes.

    A. The relative gene expression levels (log2-fold change) for all ERG genes in the heterozygous and homozygous mutants erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ grown in YPAD or YPAD+1μg/ml FLC conditions, compared to the wildtype ERG251/ERG251 in the same condition. Two asterisks indicate the expression change is significant (adjusted p-value < 0.05) in erg251Δ/Δ relative to ERG251/ERG251 in both YPAD (S2 Table) and YPAD+1μg/ml FLC (S11 Table) conditions. One asterisk indicates ERG6 expression level change is significant (adjusted p-value < 0.05) in erg251Δ/Δ relative to ERG251/ERG251 only in YPAD+1μg/ml FLC condition (S11 Table). B. The relative expression level (log2 fold change) of ERG genes in the wildtype ERG251/ERG251, and mutants erg251Δ/ERG251, ERG251/erg251Δ, and erg251Δ/Δ grown in YPAD+1μg/ml FLC compared to YPAD condition. One asterisk indicates the expression change is significant (adjusted p-value < 0.05) in the erg251Δ/Δ in YPAD relative to erg251Δ/Δ in YPAD+1μg/ml fluconazole conditions (S15 Table).

    (TIF)

    ppat.1012389.s004.tif (2.1MB, tif)
    S5 Fig. Putative estimates of unidentified sterols.

    Mass spectra of two unidentified sterols: Sterol A (24.6 min) and the Alternate sterol (25.1 min) from Fig 6B, and two related standards Gramisterol (Smolecule, catalog # S626191) and Lanosterol (Smolecule, catalog #S532452).

    (TIF)

    ppat.1012389.s005.tif (1.9MB, tif)
    S6 Fig. Erg251 is the major methyl sterol oxidase controlling drug susceptibility compared to its paralog Erg25.

    (A) Multiple sequence alignment for ERG251-A, ERG251-B, and ERG25-A/-B (no SNPs between A and B) from C. albicans and ERG25 from S. cerevisiae, with yellow highlighting similarity among all four proteins. Colored blocks on the top indicate the sequence conservation. Asterisks (*) and red boxes indicate the locus of non-synonymous variation between ERG251-A and ERG251-B in C. albicans. B. FLC susceptibility determined by liquid microbroth dilution at 24hr MIC (left, μg/ml) and 48hr SMG (right, tolerance) in FLC for three ERG25 heterozygous deletion mutants (ERG25/erg25Δ-2, -8 and -10) in the SC5314 background with SC5314 (ERG25/ERG25) as the control. MIC: each dot represents a single replicate and bar represents the average of three biological replicates of a single strain; SMG values are mean ± SEM calculated from three biological replicates of a single strain. C. 48hr growth curve analysis of erg25 heterozygous deletion strain in erg251Δ/Δ background (erg251Δ/Δ: ERG25/erg25Δ) in YPAD (left) and YPAD+1μg/ml FLC (right) with SC5314 (ERG25/ERG25) and erg251Δ/Δ as the controls. The initial cell densities were OD600 of 0.001. MIC and SMG are not measurable for erg251Δ/Δ or erg251Δ/Δ: ERG25/erg25Δ given growth defects in YPAD. B&C: Minimum of three biological replicates were performed. D. RNA abundance of ERG251 and ERG25 in SC5314 (wild-type), and in erg251Δ/Δ. RNA reads were normalised to transcript length and total RNA reads. Values are mean ± SEM calculated from three biological replicates. E. Predicted model for how FLC and farnesol impact the expression of ERG genes. In the wild-type, low concentrations of FLC promotes the expression of most ERG genes, including ERG6, ERG251, ERG25, ERG11 and ERG27, leading to the upregulation of ergosterol or/and alternate sterol biosynthesis. However, both low concentrations of FLC and Erg251 pose a negative regulation on Erg12, which may be achieved via farnesol which we predict inhibits ERG12 [90]. Dashed lines indicate predicted relationships. Figure created in BioRender.com.

    (TIF)

    ppat.1012389.s006.tif (11.6MB, tif)
    S1 Table. Strains used in this study.

    (XLSX)

    ppat.1012389.s007.xlsx (19.7KB, xlsx)
    S2 Table. Differentially expressed genes in erg251Δ/Δ in YPAD compared to wild-type in YPAD.

    (XLSX)

    ppat.1012389.s008.xlsx (65.9KB, xlsx)
    S3 Table. GO term analysis for differentially expressed genes in erg251Δ/Δ in YPAD compared to wild-type in YPAD.

    (XLSX)

    ppat.1012389.s009.xlsx (14.6KB, xlsx)
    S4 Table. Differentially expressed GPI genes in erg251Δ/Δ in YPAD compared to wild-type in YPAD.

    (XLSX)

    ppat.1012389.s010.xlsx (10.9KB, xlsx)
    S5 Table. Differentially expressed genes in erg251Δ/ERG251 in YPAD compared to wild-type in YPAD.

    (XLSX)

    ppat.1012389.s011.xlsx (30.6KB, xlsx)
    S6 Table. Differentially expressed genes in ERG251/erg251Δ in YPAD compared to wild-type in YPAD.

    (XLSX)

    ppat.1012389.s012.xlsx (10KB, xlsx)
    S7 Table. GO term for differentially expressed genes in erg251Δ/ERG251 in YPAD compared to wild-type in YPAD.

    (XLSX)

    ppat.1012389.s013.xlsx (11.3KB, xlsx)
    S8 Table. GO term for differentially expressed genes in ERG251/erg251Δ in YPAD compared to wild-type in YPAD.

    (XLSX)

    ppat.1012389.s014.xlsx (9.1KB, xlsx)
    S9 Table. Differentially expressed genes in erg251Δ/ERG251 in FLC compared to wild-type in FLC.

    (XLSX)

    ppat.1012389.s015.xlsx (16.9KB, xlsx)
    S10 Table. Differentially expressed genes in ERG251/erg251Δ in FLC compared to wild-type in FLC.

    (XLSX)

    ppat.1012389.s016.xlsx (11.6KB, xlsx)
    S11 Table. Differentially expressed genes in erg251Δ/Δ in FLC compared to wild-type in FLC.

    (XLSX)

    ppat.1012389.s017.xlsx (48.2KB, xlsx)
    S12 Table. Differentially expressed ERG genes in wild-type (ERG251/ERG251) in FLC compared to wild-type (ERG251/ERG251) in YPAD.

    (XLSX)

    S13 Table. Differentially expressed ERG genes in erg251Δ/ERG251 in FLC compared to wild-type erg251Δ/ERG251 in YPAD.

    (XLSX)

    ppat.1012389.s019.xlsx (8.9KB, xlsx)
    S14 Table. Differentially expressed ERG genes in ERG251/erg251Δ in FLC compared to wild-type ERG251/erg251Δ in YPAD.

    (XLSX)

    ppat.1012389.s020.xlsx (8.9KB, xlsx)
    S15 Table. Differentially expressed ERG genes in erg251Δ/Δ in FLC compared to wild-type erg251Δ/Δ in YPAD.

    (XLSX)

    ppat.1012389.s021.xlsx (8.9KB, xlsx)
    S16 Table. Primers used in this study.

    (XLSX)

    ppat.1012389.s022.xlsx (10.9KB, xlsx)
    S17 Table. ERG251 SNPs from all FLC-evolved strains.

    (XLSX)

    ppat.1012389.s023.xlsx (10.2KB, xlsx)
    Attachment

    Submitted filename: 2024_05_24_ERG251_ResponseLetternew.pdf

    ppat.1012389.s024.pdf (285.8KB, pdf)

    Data Availability Statement

    All whole genome sequences and RNA sequences are available in the NCBI Sequence Read Archive repositories BioProject accession numbers PRJNA1068093 and PRJNA1068582.


    Articles from PLOS Pathogens are provided here courtesy of PLOS

    RESOURCES