Keywords
Human fungal pathogens, Candida auris, emerging resistance, antifungal drug 16
tolerance, stress tolerance, echinocandin resistance, population heterogeneity, 17
heteroresistance, cell wall, antimicrobial resistance 18
19
Short Title: Emergence of echinocandin resistance in Candida auris 20
21
Abstract
22
23
The emerging fungus Candida auris is a drug resistant global public health threat 24
and WHO critical priority pathogen. Recommended first-line invasive candidiasis treatment 25
is echinocandin monotherapy, but C. auris can develop on-treatment resistance via 26
FKS1/2 gene mutations and additional, previously unexplained mechanisms. To better 27
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2
understand echinocandin failure in C. auris, we sequenced the genomes of echinocandin 28
refractory FKS1/2 wild-type C. auris serial isolates from two critically unwell patients in 29
London, UK. Population analysis profiling revealed echinocandin heteroresistance, and 30
in vitro culture of clinical isolates at supra-MIC concentrations of anidulafungin (8 μg/ml) 31
exhibited morphotypic heterogeneity. Small colony variants (SCVs) and large colony 32
variants (LCVs) showed elevated MICs with polyploidy (to 4n and above) alongside 33
adaptive changes in cell wall β-1,3-glucan content. LCVs contained significantly more 34
mutations in calcineurin-related stress tolerance pathway gene CRZ1 compared to clinical 35
parents and SCVs, associated with further increases in MIC. These findings indicate 36
progressive step-wise accrual of adaptation to echinocandins, including genomic 37
instability, alterations in stress tolerance pathways, and cell wall remodeling, paving the 38
way for resistance emergence. 39
40
41
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3
Graphical abstract 42
43
44
Graphical Abstract, created with Procreate and BioRender. Illustrations © the authors. 45
46
Introduction
47
48
Candida auris, also named Candidozyma auris1, is a World Health Organization 49
critical priority human fungal pathogen2. This fungus causes invasive infections 50
(candidiasis) with an associated mortality of up to 45%3, and propensity for resistance to 51
all key antifungal classes: azoles, echinocandins, and polyenes4,5. After detection in Japan 52
in 20086, six clades have emerged near-simultaneously across the world7,8. C. auris 53
colonises the skin, particularly of patients who are critically ill or in long-term ventilation 54
facilities9. Furthermore, C. auris is challenging to eradicate from hospital environments, 55
Bronchial aspirate
& blood isolates
FKS1/2-variant independent mechanisms
underlying the progressive emergence of resistance
in echinocandin-refractory Candida auris infections
Large colony
variants
(LCVs)
+ Anidulafungin
Polyploidy
Population heterogeneity
Escape
Small colony
variants
(SCVs)
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4
resulting in inter-patient spread within and between hospitals10–13. Colonisation and 56
infection rates continue to rise (in Europe14, North America15, South America16, Africa17, 57
and Asia18) with a recent resurgence in UK cases prompting the inclusion of C. auris in the 58
list of notifiable organisms, updates to guidelines for healthcare settings, and the 59
declaration of a national public health incident in 202519,20. 60
61
As the majority of C. auris isolates are resistant to fluconazole (>97% for clades I 62
and III) and a high proportion to amphotericin B (47% for clade I)21, echinocandin 63
monotherapy is currently the initial treatment recommended for invasive infections5,22,23. 64
Initially, echinocandin resistance was uncommon across clades I-IV (0-9%)21, but cases 65
continue to emerge. Echinocandins target the essential cell wall enzyme β-glucan 66
synthase, encoded by FKS1 and FKS2 in C. auris24. Resistance is normally defined as 67
growth above a minimum inhibitory concentration (MIC) using epidemiologically-derived or 68
clinical breakpoints based on correlation with clinical outcomes25,26. Typical resistance is 69
thought to arise primarily through mutations in FKS1 hot-spots27–31 that lead to treatment 70
failure in vivo, as demonstrated in murine infection models32,33. Several clinical case 71
studies have shown resistance arising due to FKS1 mutations: in a five isolate series from 72
a single patient over 1 year, only the terminal isolate contained the F635Y FKS1 variant 73
and was echinocandin resistant34. In a nineteen isolate series from a single patient over 72 74
days, F639Y/F635C variants emerged alongside resistance to four classes of antifungal 75
(pan-resistance) with further mutations in genes related to azole, polyene, and flucytosine 76
resistance35. 77
78
Echinocandin resistance can also be caused by FKS1/2-independent mechanisms 79
that either promote resistance directly, or that lead to FKS mutations. In four cases of 80
urinary infection, FKS1 mutation was necessary for echinocandin resistance, but other 81
mutations related to cell wall stress and DNA repair/chromatin remodeling were present in 82
strains with elevated MICs36. In vitro micro-evolution experiments have shown additional 83
mutations outside FKS1 hot-spots, including in ERG3, associated with echinocandin 84
resistance37,38. Large scale genome-wide association studies have suggested that 85
mutations in other cell wall-related genes (IFF4, FCR1 and GWT1) may promote 86
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echinocandin resistance39. In Candida albicans40 (and other fungal pathogens41,42), 87
aneuploidy and copy number variation can also lead to echinocandin resistance. Such 88
structural variation has not yet been described in C. auris with respect to echinocandin 89
resistance43. Furthermore, the development of secondary echinocandin resistance, and 90
even pan-resistance to azoles, polyenes, echinocandins and flucytosine, has been 91
reported in patients receiving treatment for clinically refractory infection, described in as 92
many as 3% of clade I isolates15,21,35,44,45. The step-wise mechanisms underlying the 93
emergence of echinocandin resistance remain poorly understood and are urgent questions 94
for C. auris therapy in light of such limited options43,46. 95
96
In addition to standard antifungal drug resistance, heteroresistance and tolerance 97
phenomena can contribute to population heterogeneity, stress adaptation, and treatment 98
failure in infections caused by other pathogenic Candida species47, including 99
C. parapsilosis48, C. glabrata49 and C. albicans50. Heteroresistance describes a small 100
intrinsically resistant sub-population of cells (<1%) that is selected for and expands under 101
drug pressure47,48,51. Tolerance represents the ability of a larger sub-population of cells 102
(10-50%) within an isogenic, drug susceptible population (using MIC) to survive and grow 103
slowly (>24 h) at concentrations above the MIC47. In other pathogenic Candida species, 104
echinocandin tolerance has been shown to arise via increased chitin synthesis and cell 105
wall remodeling triggered by protein kinase C (PKC), Hog1, Hsp90 and calcineurin 106
signaling52,53. In C. auris, echinocandin exposure in vitro can lead to the increased 107
expression of genes involved in cell wall synthesis and remodeling including genes 108
encoding chitin synthases, cell wall adhesin Als5 and the drug efflux pump Cdr124,54,55. 109
These transcriptional changes correlate with echinocandin-induced adaptations such as 110
cellular adhesion, aggregation, and biofilm formation54–56. 111
112
Here, we explore underlying mechanisms associated with the emergence of 113
echinocandin refractory infection in two critically ill patients with C. auris bloodstream 114
infections. Our data provide evidence for the sequential accumulation of a series of 115
physiological and genetic adaptations leading to the emergence of resistance and 116
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echinocandin treatment failure. 117
118
Results
119
120
FKS1 mutations and aneuploidy are insufficient to account for echinocandin 121
refractory C. auris infection 122
123
We identified C. auris isolates from two patients with bloodstream infections (BSI) 124
refractory to echinocandin therapy treated in the intensive care units of St George’s 125
(isolates StG1-5, Figure 1A), and King’s College Hospitals (isolates K1-2, Figure 1B) in 126
London, UK. The first patient suffered persistent candidaemia for three successive days on 127
treatment, whilst the second patient experienced an initial BSI, followed by breakthrough 128
infection on echinocandin treatment after 33 days. Antifungal susceptibility testing 129
performed by the UK Mycology Reference Lab in Bristol suggested that these fungal 130
isolates were not echinocandin resistant (Figure 1C) based on the tentative CLSI 131
breakpoint (≥4 μg/mL) for anidulafungin in C. auris57. However, anidulafungin monotherapy 132
failed to clear the fungal infection and both patients required a switch to amphotericin B-133
based combination treatment and subsequently died. Therefore, we sequenced the 134
genomes of these C. auris isolates to explore the basis of their lack of response to 135
echinocandin therapy. 136
137
To understand the genetic mechanisms underpinning echinocandin therapy failure 138
in these two patients, we sequenced the genomes of their C. auris isolates. Whole 139
genome sequencing revealed that each of the isolates belonged to clade I (Figure S1) 140
and, surprisingly, no non-synonymous mutations were present in FKS1/2 genes. 141
Therefore, we sought to understand additional pathogen-related mechanisms by which 142
these infections were refractory to treatment. We identified 2,567 single nucleotide 143
polymorphisms (SNPs) compared to the B8441 clade I reference genome, including 2,104 144
in both StG and K series, of which 198 were present only in StG isolates, and 264 only in 145
K isolates. Aside from SNPs in intergenic regions (71.0%), there were a total of 469 non-146
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synonymous variants, 6 nonsense variants, and 66 indels in coding regions (Figure 2A-B). 147
The greatest variation across clinical isolate series was observed in HYR3 148
(B9J08_004100: one deletion, four non-synonymous variants, and nine synonymous 149
variants), which is predicted to encode a GPI-anchored cell wall protein58 (Figure 2A-B). 150
We also identified mutations in genes associated with cell wall stress response (BCK1), 151
cell wall synthesis (KAR2, RBR3, SCF1), secretory pathways and intracellular trafficking 152
(GDI1, SVL3, VPS5, YPT6), RNA synthesis (HAS1, IWR1), and histone acetylation 153
(SPT10), suggesting genetic adaptations involving cell wall remodeling in response to drug 154
pressure (Table S1). SNPs resulting in non-synonymous mutations were identified in 155
genes related to azole resistance: ERG11 (K143R), CDR1 (V704L) and TAC1b (A640V) in 156
isolates StG1-5; and ERG11 (Y132F), CDR1 (E709D) and TAC1b (A583S) in isolates K1-157
2. No non-synonymous mutations were observed in MDR1-2, MRR1a-b, CAS5, or FUR1. 158
159
We examined the genomes of the StG and K isolates (using thresholds of >1.4 and 160
<0.6 normalised depth of coverage, Figure S2A-B) to identify gene or chromosome copy 161
number variation (CNV) associated with echinocandin refractory infection. Though we did 162
not identify aneuploidy, small regions showing increased per-gene CNV included loci such 163
as NTO1 (part of putative histone acetyltransferase machinery) and FGR14 (homologue of 164
a retroviral endonuclease-reverse transcriptase). Areas of low copy number include 165
multiple genes (e.g. CDC13, ECM21, ECM42, HEM14, IWR1, MRF1, MRP49, PRD1, 166
RCO1, TMA17). To our knowledge, none of these CNV-affected genes have been 167
associated with echinocandin resistance (Table S2). 168
169
C. auris isolates display echinocandin heteroresistance and rapidly develop further 170
resistance in vitro 171
172
Based on CLSI breakpoints, both StG and K isolates were echinocandin sensitive 173
and yet obtained from clinically refractory infections. Therefore, we tested whether initial 174
StG1 and K1 isolates displayed anidulafungin heteroresistance using population analysis 175
profiling (PAP, Figure 3A). Heteroresistance was indicated by the growth of small sub-176
populations of cells (<0.01%) on YPD-agar at anidulafungin concentrations 256-fold 177
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greater than those for the susceptible majority (Figure 3A). After extended culture (144 h), 178
two distinct colonial morphologies emerged that were most pronounced on YPD-agar 179
containing 8 μg/ml anidulafungin (Figure 3B): slower growing “small” colony variants 180
(SCVs), and faster growing “large” colony variants (LCVs). 181
182
We compared the phenotypes of SCVs and LCVs: fluorescence microscopy 183
revealed that, in the presence of anidulafungin, both SCVs and LCVs contained 184
moderately larger cells than the parental isolate alongside aggregation and DNA content 185
increase on SYBR green staining (Figure 3C). The SCV and LCV morphotypes persisted 186
when they were re-plated onto drug-free plates: re-plated SCVs (mean colony size 187
0.58 mm3) formed significantly smaller colonies (p < 0.0001) than LCVs (mean colony size 188
3.58 mm3) and parent isolates (mean size 2.45 mm3) following 48 h growth at 37 °C 189
(Figure 3D-E). SCVs and LCVs grew at similar rates to parental isolates in drug-free liquid 190
YPD. However, in YPD containing 8 μg/mL anidulafungin, SCV cells grew significantly 191
faster than parental cells, and LCVs even faster than SCV cells (Figure 3F). Furthermore, 192
both SCVs and LCVs were resistant to anidulafungin according to updated EUCAST 193
criteria for C. auris (sensitive, S: ≤ 0.25 μg/mL; resistant, R: >0.25 g/mL25,26): MIC against 194
anidulafungin was highest for StG1 and K1 LCVs (modal MIC 4-8 μg/ml, range 2-195
16 μg/ml); followed by SCVs (modal MIC 2 μg/mL, range 1-4 μg/mL) and parental isolates 196
(modal MIC 1-2 μg/mL, range 1-4 μg/mL, Table S3). SCVs also exhibited significantly 197
higher tolerance to anidulafungin compared to the parent isolate, measured using both 198
supra-MIC growth (Figure 3G) and confirmatory Etest inhibition strips (Figure 3H). LCVs 199
were resistant according to Etest (Figure 3H). According to the updated EUCAST 200
guidelines, parental isolates were also resistant. 201
202
Taken together, these findings indicate the presence of stable heterogeneous sub-203
populations within treatment-refractory C. auris clinical isolates, which are consistently 204
isolated at high anidulafungin concentrations. These distinctive small and large colonial 205
morphotypes appear to reflect a spectrum of drug-adapted sub-populations, as shown by 206
increased growth rates in the presence of drug, higher tolerance and anidulafungin MICs- 207
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compared to the parent (rather than a difference in actual cell size). 208
209
CRZ1 mutations in LCVs are associated with anidulafungin resistance 210
211
We explored the genomic foundations of the colony morphotypes with associated 212
tolerance and resistance phenotypes by sequencing SCV (n = 18) and LCV (n = 17) 213
colonies. Mutations potentially underlying the observed population heterogeneity were 214
identified by comparing their genomes with those of parental controls: StG1, K1 and K2 215
grown on YPD, with additional SCV/LCV isolates sequenced directly on anidulafungin at 216
8 μg/ml (n = 3 per isolate). No FKS1/2 mutations were observed in any of the SCV or LCV 217
genomes, indicating that anidulafungin resistance had emerged via FKS1/2-independent 218
mechanisms. 219
220
To seek these FKS1/2-independent mechanisms, we examined sequence variants 221
displaying a frequency difference of >25% between groups (e.g. SCV vs LCV, Figure 222
S3A) and compared the number of strains in each group that displayed variants (Figure 223
S3B-C, Supplementary Note 1). Strikingly, variation in the CRZ1 gene was significantly 224
more common in LCVs compared to parent isolates (14/17 vs 0/7, 82.3% vs 0%, adjusted 225
p-value = 0.032) and between LCVs and SCVs (2/18, 11.1%, adjusted p-value = 5.93 x10-226
5). A total of 16 non-synonymous mutations were identified in CRZ1, excluding S237Y 227
which was present in all strains (Figure 4). The majority of CRZ1 mutations were highly 228
likely to alter function, including nonsense (n = 8) and frameshift deletions (n = 3), 229
compared to non-synonymous mutations (n = 5). Thus LCVs, which were anidulafungin 230
resistant, carried the largest number of CRZ1 mutations (Figure 3F), consistent with the 231
recent finding that C. auris crz1 knockout mutants are anidulafungin resistant59. 232
233
The CRZ1 calcineurin-responsive transcription factor gene was one of two genes in 234
the calcineurin pathway that displayed highly significant variation in SCVs and LCVs. 235
Another calcineurin-pathway related gene (RCN2, regulator of calcineurin) was 236
significantly enriched for associated intergenic SNPs that flanked this gene in LCVs 237
(88.2%) vs SCVs (27.8%, adjusted p-value 0.017). Furthermore, four frameshift mutations 238
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in VPS5 (predicted vacuolar sorting protein) were identified in fourteen strains, but these 239
were not significantly enriched in SCVs or LCVs relative to the parental isolates. However, 240
two non-synonymous variants were significantly enriched in daughters compared to clinical 241
parents: KAR2 V410I (p = 0.0077) and HP_4105 R202P (p = 0.033). The change in Kar2 242
(a member of the Hsp70 chaperone family) could conceivably contribute to the tolerance 243
profile of C. auris through stress response adaptations. However, the function of HP_4105, 244
and hence the potential impact of the R202P mutation, remains obscure. 245
246
Anidulafungin induces cell wall remodeling in both SCVs and LCVs 247
248
In C. albicans, the inhibition of β-1,3-glucan synthesis by echinocandins induces 249
compensatory increases in chitin synthesis and cell wall remodeling60, in part via Crz1 250
signaling61. In C. auris, caspofungin induces chitin synthase gene expression in a CRZ1-251
dependent fashion59,62. Therefore, we examined the impact of anidulafungin on the cell 252
walls of LCVs and SCVs. Flow cytometry of Calcofluor-White (CFW) stained cells revealed 253
that chitin levels increased in response to anidulafungin in both LCVs and SCVs 254
(Figure 5A), with associated increases in β-1,3-glucan exposure (Figure 5B). 255
Transmission electron microscopy (TEM) showed corresponding changes in cell wall 256
architecture; exposure to anidulafungin led to significant thickening of the inner (chitin-rich) 257
cell walls of both LCVs and SCVs (Figure 5C-E). Anidulafungin also induced a slight 258
increase in the outer mannan layer of the cell wall, but this was minor compared to the 259
dramatic changes to the inner layer. High pressure ion chromatography (HPIC) of cell wall 260
carbohydrates provided further evidence of anidulafungin-induced increases in 261
chitin/mannan content with corresponding decreases in glucan both across both the StG 262
clinical isolates (Figure 5F-H) and in SCVs, but not in LCVs (Figure 5I-K). 263
264
Clinical and drug-tolerant/drug-resistant sub-populations of C. auris are 265
characterised by alterations in ploidy 266
267
Stress-induced changes in ploidy have been proposed to precede the emergence in 268
drug resistance in C. albicans63,64, and tetraploidy has been described in C. albicans 269
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clinical isolates from human hosts65–68. Therefore, we compared the ploidies of C. auris 270
StG1 and its SCV and LCV daughters, analysing cells taken directly from colonies on 271
plates using flow cytometry: StG1 cells from YPD plates, and SCV and LCV cells from 272
were taken directly from YPD plates containing 8 μg/ml anidulafungin. Saccharomyces 273
cerevisiae haploid and diploid strains were used as controls. The S. cerevisiae controls 274
showed clean 1n-2n and 2n-4n ploidies, as expected for mixed populations containing 275
cells pre- and post- S-phase (Figure 6A-B). Although C. auris is purportedly haploid69,70, 276
StG1 cells displayed heterogeneous ploidies ranging from 1n to >4n (Figure 6A-B). Even 277
higher ploidy ranges, with a higher proportion of cells with ploidies of >4n, were observed 278
for the SCV and LCV morphotypes isolates from YPD+anidulafungin. Our bioinformatic 279
analyses, which included allele frequency tallies (Figure S4A), were consistent these 280
increased ploidies, though identification of heterozygous sites was not sensitive to inter-281
strain differences (Figure S4B). 282
283
The heterogeneous ploidy of StG1 cells was unexpected (Figure 6A-B). Therefore, 284
to test whether other C. auris isolates display this phenotype, we examined isolates from 285
clades I to V. Ten epidemiologically divergent isolates all displayed heterogeneous 286
ploidies when grown on YPD agar (Figure S4C) with strict single-cell gating strategies 287
(Figure S4D). These findings suggest that genomic instability and polyploidy are features 288
of C. auris that might underlie this species’ phenotypic heterogeneity and propensity 289
towards drug tolerance/resistance, promoting treatment-refractory infection and 290
emergence of secondary echinocandin resistance. 291
292
Discussion
293
294
In this study we investigated serial invasive C. auris isolates from critically ill 295
patients, which did not respond to anidulafungin despite the absence of FKS mutations. 296
We have identified the presence of phenotypically heterogeneous sub-populations in 297
C. auris, which display distinct colony morphotypes that show increased ploidy and 298
enhanced adaptation to drug stress, relative to the parent clinical isolate. The larger colony 299
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variant (LCV) grows faster in the presence of anidulafungin, has an elevated anidulafungin 300
MIC, and carries significantly more CRZ1 mutations than the small colony variant (SCV) 301
and parental isolate. Whilst C. albicans and C. glabrata crz1 mutants display echinocandin 302
sensitivity71–73, a recent study has suggested a C. auris crz1 null mutant is anidulafungin-303
resistant59. Consistent with this, CRZ1 mutations observed in LCVs were nonsense/stop or 304
deletion/frameshift mutations, which likely result in Crz1 disruption/dysfunction, and these 305
were associated with increased anidulafungin resistance. CRZ1 is likely to promote the 306
fitness of C. auris under drug pressure, but C. auris crz1 knockout strains do not display 307
attenuated virulence in a murine model of systemic candidiasis59. 308
309
Based on our findings, we propose that the following mechanisms contributed to the 310
failure of anidulafungin therapy in the patients in our study. A small sub-population of drug-311
tolerant C. auris was able to survive high supra-MIC concentrations of anidulafungin 312
(giving rise to SCVs). This sub-population of cells was able to adapt to anidulafungin by 313
elevating chitin synthesis and thickening their inner cell walls, which may have contributed 314
to the drug tolerance/intermediate resistance phenotype of SCVs. We reason that the 315
survival of these cells under drug pressure then enabled the emergence of genetic 316
resistance, in part via CRZ1 escape mutations, to yield the faster growing, anidulafungin 317
resistant LCVs. The Crz1 transcription factor regulates cell wall genes in many fungi73, and 318
therefore the loss of Crz1 functionality likely contributed to the observed blunting of the cell 319
wall remodeling response of LCVs to anidulafungin. 320
321
Previous reports have suggested that echinocandin resistance in C. auris primarily 322
arises via mutations in FKS1/2 hot-spots in vivo27–31. We did not identify FKS1/2 mutations 323
in clinical isolates or sub-populations of SCVs/LCVs. Instead, we observed a 324
predominance of HYR3 variation within the clinically evolved case series. HYR3 encodes a 325
predicted GPI-anchored cell wall protein that is under selection in BSI-causing C. auris 326
clades I, III and IV58. Also, HYR3 was highly upregulated in a murine catheter infection 327
biofilm model in vivo74, and in mature biofilms with coincident echinocandin resistance75. 328
Our findings reinforce the view that this locus is significant during human infection. 329
330
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Variable ploidy is likely to be an important aspect of generating phenotypic 331
heterogeneity in C. auris, and is perhaps an overlooked feature of genomic plasticity in this 332
pathogen. Reports of polyploidy in C. auris are rare70, though diploid isolates have been 333
reported from clades I and III, which are associated with higher virulence in a murine 334
systemic infection model76. Polyploidy can accelerate genomic evolution and is viewed as 335
a common and reversible fungal stress response that can increase the availability of 336
beneficial mutations41,42,65,77–79 and even potentially increase virulence63,80. We provide 337
evidence for drug-induced increases in ploidy in treatment-refractory C. auris isolates, 338
strongly suggesting that changes in ploidy promote therapeutic escape by this important 339
fungal pathogen69,70. 340
341
In light of our findings, we suggest updates to the three-stage model for the 342
development of echinocandin resistance in Candida species36,81. We propose that the 343
emergence of resistance begins with echinocandin tolerance driven by reversible 344
physiological changes, for example via protein kinase C, calcineurin-Crz1, HOG and 345
Hsp90 signalling82. Then, the exposure of sub-populations of physiologically relatively 346
tolerant cells to sub-MIC echinocandin concentrations, especially in difficult-to-penetrate 347
sites (e.g. catheter-related biofilms or intra-abdominal compartment, as was the case for 348
our two critically ill patients), selects for the progressive emergence of resistance. Here, 349
drug-induced increases in C. auris ploidy promote the accumulation of escape mutations. 350
Additional drug pressure would then select for further mutations, for example in FKS1 351
and/or CRZ1, that promote increased resistance and faster growth, thereby yielding the 352
LCV phenotype. This updated model can account for the observed population 353
heterogeneity of clinical isolates from patients that have undergone protracted drug 354
treatments, where parental cells coexist with SCVs and LCVs displaying varying degrees 355
of tolerance and resistance and may represent parallel pathways towards overcoming 356
antifungal pressure. This update may also inform the developing conceptualisation of bet-357
hedging in fungal pathogens83. 358
359
Our investigation of fungal population heterogeneity in patient isolates has revealed 360
progressive pathways towards the emergence of echinocandin resistance in C. auris that 361
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may otherwise have been overlooked. The causes of treatment failure are complex, 362
involving also drug delivery to the site of infection, as well as host immunosuppression 363
associated with critical illness. Nevertheless, defining the mechanisms that underlie the 364
emergence of drug tolerance and resistance in fungal pathogens, together with the 365
temporal dynamics of their impacts in vivo, may ultimately lead to improved patient 366
outcomes. Therapeutic strategies could be tuned in real time, to minimise the development 367
of drug tolerance or resistance in an individual patient47,84. Combination therapy is one 368
such powerful option that could enhance efficacy, addresses intrinsic fungal population 369
heterogeneity, and reduce the inherent risk of resistance selection by currently 370
recommended echinocandin monotherapy85,86: for example, the ongoing Wellcome-Trust 371
funded COMBAT Candida clinical trial will compare micafungin alone to combination with 372
micafungin and flucytosine for treatment of candidaemia in a setting of high C. auris 373
prevalence in South Africa, incorporating resistance emergence as an endpoint. 374
375
In summary, we have uncovered pathogen-based mechanisms whereby C. auris 376
sub-populations adapt to first-line therapy, contributing to persistence and evolution. The 377
identification and association of CRZ1 mutation with resistance provides a valuable 378
candidate locus for future functional investigation, potentially serving as an early marker of 379
resistance evolution. Future research should focus on validating CRZ1 mutations by using 380
structural biology, gene editing, and population genetics approaches. The clinical 381
implications of our findings are that treatment refractory C. auris infections require a more 382
nuanced approach to resistance beyond MICs, and novel therapeutic approaches are 383
needed to address the array of adaptive mechanisms that C. auris displays in the face of 384
echinocandin pressure. 385
386
Methods
387
388
DNA Extraction: Clinical isolates were confirmed as C. auris using MALDI-TOF 389
and tested for MIC by CLSI standards, stored at -80 °C in YPD containing 20% glycerol, 390
and sub-cultured at 30 °C on YPD agar (Sigma Aldrich, UK). Yeasts were grown overnight 391
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15
in 10 ml YPD at 30 °C before centrifugation at 13,000 rpm, resuspension in 3 ml water and 392
transferring into a 2 ml tube. Cells were centrifuged at 13,000 rpm for 5 min. prior to the 393
supernatant being removed and cells resuspended in the residual liquid. Cells were snap-394
frozen by immersion in liquid nitrogen for 1 min. and then transferred into a 65 °C water 395
bath for 3 min. Disruption buffer included 400 mg of glass beads, 200 μl of DNA extraction 396
buffer (2% Triton X-100, 1% SDS, 100 mM NaCl, 1 mM EDTA, 10 mM Tris HCl (pH 8)), 397
and 200 μl of phenol:chloroform:isoamyl alcohol (25:24:1), which was added to yeast 398
samples, which were vortexed for four rounds of 20 s with 1 min. breaks on ice to cool 399
samples. A sample of 200 μl 1x TE was added to the mixture before vortexing again for a 400
few seconds and centrifugation at 13,000 rpm for 10 min. The aqueous layer was 401
transferred into a fresh tube and mixed with 1 ml of 100% ethanol and centrifuged at 402
13,000 rpm for 5 min. The pellet was resuspended in 0.4 ml TE and 3 μl of 10 mg/ml 403
RNAase A and incubated for 15 min. at 37 °C. Samples of 10 μl of 4 mM ammonium 404
acetate and 1 ml of 100% chilled ethanol were added. The mixture was centrifuged at 405
13,000 rpm for 10 min. at 4 °C. The supernatant was discarded, and pellet resuspended in 406
100% chilled ethanol. The mixture was spun at 13,000 rpm at 4 °C for 10 min. The 407
supernatant was discarded, and the pellet was dried in a heat block at 65 °C for 10 min. 408
DNA was resuspended in 50 μl water. DNA concentration was checked using Nanodrop 409
and DNA quality by gel electrophoresis. 410
411
Sequencing and variant calling: Sequencing was performed by the University of 412
Exeter Sequencing Service (ESS) in the on the NovaSeq 6000 with SP flow cell (Illumina, 413
San Diego, USA). Quality control was performed with MultiQC v1.10.187. Variant Calling 414
was performed using the Genome Analysis Toolkit (GATK) v4.1.2.088 with alignment of 415
raw sequences to the B8441 v2 reference genome (GCA_002759435.2)7 and the 416
mitochondrial genome (NC_053321.1)89 using BWA-MEM v0.7.1790. HaplotypeCaller was 417
executed in GVCF mode with the haploid ploidy flag. Hard filters were used to remove 418
spurious variants, including the filters quality by depth (QD) 60.0 419
and root mean square mapping quality (MQ) <40.0. 420
421
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16
Population analysis profiling (PAP): Overnight cultures of C. auris isolates were 422
serially diluted 10-fold 6 times in sterile distilled water. 5 μl aliquots of each serial dilution 423
were spotted in triplicate onto YPD agar plates infused with range of anidulafungin 424
concentrations (0-8 μg/ml). Plates were incubated at 30 °C for 24-48 h and CFU counting 425
performed to calculate CFU/ml able to grow on each drug concentration, which was then 426
normalised to CFU/ml on drug free plate to calculate proportion of the population able to 427
grow at each anidulafungin concentration. Due to noticeable heterogeneity in colony size 428
at the maximum anidulafungin concentration (8 μg/ml), extended incubation of individual 429
8 μg/ml PAP plates inoculated with 107 cells was performed. Plates were incubated at 430
30 °C for 7 days, and images taken after 48 h, 96 h and 144 h. Colony sizes were 431
measured manually using ImageJ at each timepoint. Briefly, images were converted to 432
black and white, sharpened, and then threshold changed to remove parts of the plate with 433
no colony growing. To assess stability of SCV/LCV phenotypes, replica plating of isolates 434
was performed by preparing inoculum of SCV/LCV in distilled water and then plating 102 435
cells on drug free and 8 μg/ml anidulafungin-containing YPD agar. Plates were incubated 436
at 30 °C for 48 h and colony sizes were calculated again using ImageJ as described 437
previously. 438
439
Growth curves: Microdilution plates were set up to contain 0, 0.25, or 8 μg/ml 440
anidulafungin. Wells were inoculated with 1x105 log phase cells such that the final volume 441
was 200 μL/ well. Plates were incubated at 30 °C for 50 h and constantly shaken at 442
100 rpm. OD600 was measured using a Spectrostar Nano every 10 min. for 50 h. Prior to 443
OD600 reading, the plates were shaken at 600 rpm. 444
445
Susceptibility and tolerance assays: Clinical isolates were tested at the point of 446
isolation using CLSI methodology confirmed at St. George’s and King’s College Hospitals 447
with confirmation by the National Reference Laboratory in Bristol. Additionally, the 448
susceptibility of isolates to anidulafungin was determined per EUCAST guidelines with 449
slight modifications. Briefly, 96 well plates were prepared to contain two-fold dilutions of 450
anidulafungin (Gereon B1224) with the first and last well containing no drug. Isolates were 451
defrosted onto YPD agar and grown at 37 °C for 24 h. Five colonies were selected and 452
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17
resuspended in PBS and diluted such that 105 cells were added to each well in a total 453
volume of 200 μL/well except the last. Susceptibility in RPMI 1640 media supplemented 454
with 2% dextrose was tested at 37 °C. OD450 was read using a Tecan plate reader. The 455
tentative clinical breakpoints were used to determine whether an isolate was susceptible or 456
resistant. Plates were also read at 48 and 72 h to determine supra-MIC growth (SMG). 457
SMG was determined as average 72 h growth in the wells above MIC divided by the 458
growth in the no-drug well. For Etest strips, isolates were grown for 48 h on YPD plates at 459
37 °C. Three to four colonies were taken and used to prepare 0.5 Mcfarland suspension. 460
Sterile cotton swabs were used to streak each suspension across YPD plates in 3 461
separate directions to cover the whole plate in cells, and plates were allowed to dry. Sterile 462
forceps were then used to place an Etest strip onto each plate, ensuring no air bubbles 463
were present. Inoculated plates were incubated at 37 °C and were read and photos taken 464
at 24 h and 48 h. Readings were made according to CDC guidelines for interpretation of 465
Etest antifungal susceptibility testing results91. 466
467
Phylogenomics: FastTree v2.1.11 with Jukes-Cantor modelling92 was used to 468
construct phylogenetic trees based on multiple sequence FASTA alignments produced by 469
ECATools93 using default parameters; midpoint rooted trees used 1,015 (StG clinical 470
series plus laboratory evolved daughters) or 1,053 (K clinical series plus laboratory 471
evolved daughters) phylogenetically informative sites. Additional sequences used to 472
contextualise clinical samples within clades were obtained from the largest global genomic 473
epidemiology study to date21 and the first five isolates were called and used for 474
phylogenetic reconstruction, for which 192,032 sites were entirely covered in all. 475
476
Statistical genomics and annotation: Copy number variation estimation and 477
depth-of-coverage plots were calculated in comparison to normalised depth of coverage 478
across the whole genome compared to the depth of coverage across either all positions 479
for each gene locus or each 10 kb sliding window, from pileups created with Samtools 480
mpileup94. Significance testing for variants/loci/functional annotations was performed using 481
Fisher’s exact test (two-sided) with Benjamini-Hochberg (BH) testing for multiple correction 482
with a cut-off of 0.0595. Significance testing for copy number variation was performed with 483
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18
Student’s T-test (two-sided), also with BH testing, but with a cut-off FDR of 0.005. 484
Functional annotations and gene names were imported from prior analyses as described 485
previously96. To identify the promoter site for Crz1 binding upstream of FKS1, we used 486
Yeastract+97 to ascertain the presence of GNGGCKCA98 at contig PEKT02000002.1 487
position 1009439-1009439 (893-900 bases upstream from FKS1 start) as the putative 488
binding site for Crz1 (GAGGCCGCA). Contig edges were inferred using the B8441 v3 489
assembly, which demonstrates seven contigs99. To test for polyploidy, variants were re-490
called using GATK with the diploid flag to count heterozygous positions per 10 kb. Allele 491
frequency counts were calculated from mpileups derived as above. 492
493
Quantification of total chitin and β-glucan exposure: The chitin content in the 494
cell walls of C. auris isolates and their segregants was compared using previously 495
described methods100. Cells were grown in YPD at 30 °C for 5 h with or without 8 μg/ml 496
anidulafungin, fixed with 50 mM thimerosal, and stained with 10 μg/mL Calcofluor-White 497
(CFW) in the dark for 60 min. Stained cells were washed twice with PBS, and their 498
fluorescence quantified using an Attune NxT flow cytometer. The plots represent three 499
biological replicate experiments, in each of which 10,000 events were acquired. As a 500
negative control, cells were treated as above but without the addition of CFW. Median 501
Fluorescence Intensities (MFI) were determined using FlowJo v.10 software. The 502
exposure of β-glucan at the C. auris cell surface was quantified by flow cytometry as 503
described previously101. Cells were fixed overnight with thimerosal and stained with Fc-504
Dectin-1 and anti-human IgG linked to Alexafluor 488 (Jackson ImmunoResearch, Ely, 505
UK). The fluorescence of 10,000 cells per condition was assayed using an Attune NxT flow 506
cytometer. Median Fluorescence Intensity (MFI) was quantified using FlowJo v.10 507
software, and fold changes in β-1,3-glucan exposure were calculated relative to the 508
control. 509
510
Transmission electron microscopy: Transmission electron microscopy (TEM) 511
was performed as described previously101. Cells were subjected to high pressure freezing 512
and freeze substitution102, and fixed and stained with 1% osmium tetroxide and 0.5% 513
glutaraldehyde. Ultrathin sections (60 nm) were prepared using lead citrate for contrast 514
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19
and imaged (JEOL 1400 JEM transmission electron microscope with ES1000W Gatan 515
CCD camera). Cell wall sections were imaged at a nominal magnification of x100k. For 516
each condition, approx. 30 cells were imaged and 10 measurements of inner and outer 517
cell wall diameter taken for each cell using the line tool in ImageJ103. 518
519
Cell wall carbohydrate analysis: Determination of cell wall mannan, chitin, and b-520
glucan content was achieved by acid hydrolysing the polymers, and quantifying mannose, 521
glucosamine, and glucose content, respectively, by high-performance anion-exchange ion 522
chromatography with pulsed amperometric detection (HPIC) as previously described104. 523
524
Ploidy testing: The ploidy of cells in C. auris colonies growing on YPD plates 525
containing 8 μg/ml anidulafungin was assayed by flow cytometry using previously 526
described procedures69. Using a toothpick, cells were harvested directly from individual 527
colonies and fixed overnight in 70% ethanol. The next day, cells were harvested by 528
centrifugation (8,000 rpm, 5 min.) and resuspended in 50 mM sodium citrate, pH 7.5 and 529
incubated with RNase A (250 µg per 107 cells) and proteinase K (1000 µg per 107 cells) for 530
4 h at 37 °C. Cells were then washed in PBS, resuspended in 0.25% Triton-X 100 (Sigma-531
Aldrich) and stained with SYBR Green I (1:500; Sigma-Aldrich) overnight at 4 °C 532
overnight. Before flow cytometry, samples were sonicated and washed with PBS. Flow 533
cytometry was performed on an Attune NxT flow cytometer using an excitation wavelength 534
of 488 nm. SYBR Green I fluorescence was detected with a 530/30 band pass filter and 535
50,000 events, gated for single cells, were recorded for each sample. The proportions of 536
individual cells that displayed ploidies of 1n, 2n, 3n, 4n or >5n were quantified using 537
FlowJo v.10 software, using isogenic haploid and diploid colonies of S. cerevisiae grown 538
on YPD plates as controls: W303-1B a (MATa, ade2, his3, leu2, trp1, ura3); W303-1B 2M 539
(MATa/MATα, ade2/ade2, his3/his3, leu2/leu2, trp1/trp1, ura3/ura3). The cells were also 540
examined by fluorescence microscopy, staining them as described above with the addition 541
of CFW (25 µg/ml) for 5 min. Cells were imaged using a DeltaVision Elite fluorescence 542
microscope with a 60 x objective. Fluorescence excitation was generated by a 543
LumencorLED light source and 10 μm Z-stacks of 50 images were captured by a pco.edge 544
sCMOScamera. The 3D stacks were then deconvolved to remove out of focus light and 545
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20
maximum intensity projections used to create a 2D image by Image-J v1.54. 546
547
Data availability: Raw reads have been deposited via SRI via BioProject accession 548
PRJNA1373000. 549
Acknowledgements
550
551
We acknowledge funding from the MRC Centre for Medical Mycology at the 552
University of Exeter (MR/N006364/2, MR/V033417/1), MRC Doctoral Training Grants 553
(MR/P501955/2, MR/W502649/1), Wellcome Trust Career Development Award 554
(215239/Z/19/Z), Wellcome Trust Fellowship (219551/Z/19/Z), and the NIHR Exeter 555
Biomedical Research Centre. The views expressed are those of the authors and not 556
necessarily those of the NIHR or the Department of Health and Social Care. We thank the 557
Exeter Sequencing Service facility and support from Wellcome Trust Institutional Strategic 558
Support Fund (WT097835MF) to TB, NG, AB, and RAF, Wellcome Trust Multi User 559
Equipment Awards (WT101650MA and 218247/Z/19/Z), Medical Research Council Clinical 560
Infrastructure Funding (MR/M008924/1) and BBSRC LOLA award (BB/K003240/1). We 561
thank the University of Exeter High-Performance Computing (HPC) facility, funded by the 562
UK MRC Clinical Research Infrastructure Initiative (award number MR/M008924/1). BC 563
and SM were funded via the St George’s Hospital Charity grant to TB (19-20-001). Medical 564
Research Foundation Emerging Leaders award in AMR to TB (MRF-160-0009-ELP-BICA-565
0802), and the NIHR Exeter BRC. NG and AB also acknowledge the support of Wellcome 566
Trust Investigator, Collaborative, Equipment, Strategic and Biomedical Resource awards 567
(101873, 200208, 215599, 224323), and the MRC (MR/M026663/2, MR/Y002164/1). TB 568
acknowledges salary support from MR/Y002164/1. We are grateful for comments on the 569
manuscript from Dr Johanna Rhodes. 570
571
Author contributions 572
573
All authors contributed to conceptualisation, writing and editing of the paper. TB 574
originally conceived the study alongside AB, NG, and HG. TB and ST provided the clinical 575
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21
isolates and metadata for StG and K isolate series. All bioinformatic work was performed 576
by HG with support and supervision from RF. BC and SM obtained comprehensive 577
population profiling, colony morphotype analysis and EUCAST MIC testing, AP performed 578
cell wall analysis, IL performed DNA extractions and microscopy, ME performed HPIC, TC 579
performed additional experiments with DW. 580
581
Figures 582
583
Figure 1: Clinical case series for patients suffering from C. auris candidaemia during
antifungal therapy, both pre- and post-clinical isolate collection. (A) St George’s Hospital
case series (isolates StG1-5), beginning at day -67 from first blood culture isolation (day
0), and ending at death on day 17. (B) King’s College Hospital case series (isolates K1-
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22
2), beginning at day -53 before first blood culture and ending at their death on day 81.
This case was previously included (case no. 10) in an outbreak report11. (C) Clinical
isolates included in this study by hospital site, day of isolation and CLSI MIC values
against anidulafungin as reported by NHS Microbiology laboratories.
Figure 2: Common sequence variants identified in the genomes of the clinical series. (A)
Genomic variants between clinical isolates in the StG1-5 series, excluding intergenic
variants. (B) Genomic variants between clinical isolates in the K1-2 isolate series,
excluding intergenic variants. (C) Counts of all genomic variants present across both
clinical series.
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23
Figure 3: C. auris isolates display heteroresistance with sub-populations of cells
displaying contrasting colonial morphotypes. (A) Population analysis profiling (PAP) of
StG1 and K1 clinical isolates demonstrates anidulafungin heteroresistance. Points
represent mean of 3 biological replicates. Error bars represent standard error of the
mean (SEM). (B) Emergence of small and large morphotypes after protracted growth
under drug pressure. StG1 and K1 isolates were plated onto YPD containing 8 μg/mL
anidulafungin, and colony sizes measured using ImageJ after 96, 120 and 144 h
0
2
4
6
0 0.03
0.06
0.12
0.25 0.5 1 2 4 8
0.00001
0.0001
0.001
0.01
0.1
1
10
100
StG1
% population
0 0.03
0.06
0.12
0.25 0.5 1 2 4 8
0.00001
0.0001
0.001
0.01
0.1
1
10
100
K1 K1StG1
% population
Anidulafungin (μg/ml)Anidulafungin (μg/ml)
YPD
YPD + anidulafungin 8 μg/ml
Colonysize(mm2)
1 2 4 6 8 10 24 36 48 72
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
Hours
1 2 4 6 8 10 24 36 48 72
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
Hours
OD600 OD600 LCV
SCV
Parent
LCV
SCV
Parent
A
FE
HG
LCVSCVParent
96 120 144 96 120 144
0
1
2
3
0
1
2
34
Hours Hours
Colony size (mm2)
B
C
Parent
****
****
******
****
****
LCV SCV
Parent
LCV
SCV
Parent
LCV
SCV
D
StG1 Parent
StG1 SCV
K1 Parent
K1 LCV
K1 SCV
0.0
0.2
0.4
0.6
SMG
ns
5 μm
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24
incubation (biological triplicates). (C) Fluorescence microscopy of individual cells, their
cell walls stained with CFW and their DNA content with SYBR green. (D) Colony
morphotypes of StG1 are stable following re-plating. StG1 large colony variants (LCVs)
and small colony variants (SCVs) were taken from a YPD+anidulafungin 8 μg/mL plate,
and the StG1 parental isolate taken from a YPD plate. These cells were replated onto
YPD at 102 CFU and imaged after 48 h at 30 °C. (E) Colony sizes were then measured
on these plates (F) by ImageJ. Plots represent distribution of all colony sizes from 3
biological replicates for each cell type. One-way ANOVA: *, p <0.05; **, p ≤0.01; ***, p
≤0.001; ****, p ≤0.0001. (F) Growth (OD600) of the StG1 parent, LCV and SCV colonies
in YPD containing 0 or 8 μg/ml anidulafungin. Points represent mean of 3 biological
replicates, error bars represent SEM. (G) Supra-MIC growth for StG1 SCVs vs parent
isolate. Each point represents mean of technical triplicate results. One-way ANOVA, p-
values as above. (H) Etest strips reveal the zones of inhibition for the parental isolate
StG1, LCVs and SCVs.
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25
Figure 4: Significant within-gene variation in clinical isolates and their large and small
morphotypes. FastTree phylogenies for StG and K clinical series isolates are shown
above. The colours in the legend (top right) and below the phylogenies indicate the
group: clinical isolate versus large or small colony variant; genome sequenced following
growth overnight on- or off- anidulafungin (8 μg/mL). Black boxes indicate the presence
of the variant specified to the right of the figure: NSY: non-synonymous, SYN:
synonymous, NON: nonsense, INS: insertion, DEL: deletion, AFG: anidulafungin.
Differences between isolates K1 and K2 were driven by 237 intergenic variant
differences (95 present only in isolate K1, 142 present only in isolate K2) in addition to
those outlined in Figure 2B.
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26
Figure 5: Impact of anidulafungin on chitin content and β-1,3-glucan exposure of cell
walls of StG parents and large and small morphotypes: (A) The chitin content of the cell
wall of StG parents and large and small morphotypes during growth in the presence (+,
red) or absence (-, dark blue) of 8 μg/ml anidulafungin (ANF) was quantified by
Calcofluor-White (CFW) staining and flow cytometry. Data represent means and
standard deviations from three replicate experiments, one-way ANOVA: ns, not
CA B
D
No drug Anidulafungin (ANF)
200 nm
LCV
SCV
Parent
E
ANF
LCVSCV
WT Parent SCV LCV
Parent
Chitin Glucan Mannan
Chitin Glucan Mannan
SCV LCV Parent SCV LCV Parent SCV LCV
ANF ANF ANF
F
I
G
J
H
K
- + - + -
0
100
200
300
400
500
Inner cell wall diameter (nm) ns
Parent SCV LCV
***
****
****
**** ****
**** ****
- + - + -
0
50
100
150Outer cell wall diameter (nm)
Parent SCV LCV
ANF ANF ANF
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27
significant; *, p <0.05; **, p ≤0.01; ***, p ≤0.001; ****, p ≤0.0001. (B) The fold change in
β-1,3-glucan exposure in large and small morphotypes, compared with parental isolates,
in the presence (+, red) or absence (-, dark blue) of anidulafungin was quantified by
dectin-1 staining and flow cytometry. Statistics as per (A). (C) Transmission electron
microscopy (TEM) reveals cell wall remodeling in response to anidulafungin. The
diameters of the (D) inner and (E) outer cell wall layers were quantified from TEM
images using ImageJ. Data represent means and standard deviations from n >30 cells
(10 measurements per cell) and were analysed using Brown-Forsythe and Welch
ANOVA, p-values as above. (F-K) High pressure ion chromatography (HPIC) was used
to measure the chitin (F), glucan (G) and mannan (H) contents of the cell walls of the
StG1-5 series following growth on YPD containing 0 or 8 μg/mL anidulafungin. The chitin
(I), glucan (J) and mannan (K) contents of the cell walls of the parental isolate StG1 and
its SCV and LCV isolates and their corresponding changes in cell wall content inc. chitin,
glucan, and mannan after growth without or with (8 μg/mL) anidulafungin. One-way
ANOVA, p-values as above.
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Figure 6: Exposure to anidulafungin increases the ploidy of C. auris. (A) The ploidy of
C. auris cells in colonies taken directly from plates was measured by staining their DNA
content with SYBR green and quantifying the fluorescence by flow cytometry. Haploid
and diploid S. cerevisiae strains and a C. auris clade I isolate were used as controls.
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Colonies for the C. auris clade I and S. cerevisiae controls were taken from YPD plates.
Colonies for the C. auris StG1 parent and its small and large colony variants were
harvested from YPD plates containing 8 μg/mL anidulafungin. Peak volumes were
quantified using were quantified using FlowJo v.10 software. (B) The proportions of 1,
2n, 3n, 4n and >4n cells in each sample were calculated from the peak volumes
obtained by flow cytometry in (A) with unpaired t-test comparison between groups (C): p
<0.05; **, p ≤0.01; ***, p ≤0.001; ****, p ≤0.0001.
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