Narrow mutational signatures drive acquisition of multidrug resistance in the fungal pathogen Candida glabrata
Open accessAbstract
Fungal infections are a growing medical concern, in part due to increased resistance to one or multiple antifungal drugs. However, the evolutionary processes underpinning the acquisition of antifungal drug resistance are poorly understood. Here, we used experimental microevolution to study the adaptation of the yeast pathogen Candida glabrata to fluconazole and anidulafungin, two widely used antifungal drugs with different modes of action. Our results show widespread ability of rapid adaptation to one or both drugs. Resistance, including multidrug resistance, is often acquired at moderate fitness costs and mediated by mutations in a limited set of genes that are recurrently and specifically mutated in strains adapted to each of the drugs. Importantly, we uncover a dual role of ERG3 mutations in resistance to anidulafungin and cross-resistance to fluconazole in a subset of anidulafungin-adapted strains. Our results shed light on the mutational paths leading to resistance and cross-resistance to antifungal drugs.
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TL;DR
Experimental microevolution of 12 *Candida glabrata* strains shows rapid acquisition of resistance to fluconazole and/or anidulafungin, often including multidrug resistance, via mutations in a limited set of recurrent genes. Anidulafungin adaptation frequently causes fluconazole cross-resistance through *ERG3* alterations, while the reverse cross-resistance was not observed.
Key findings
- Across 288 independently evolved populations, all single-drug and sequential-drug regimes survived, but simultaneous fluconazole + anidulafungin killed 21 populations (43.75%), including all replicates of strains CST109 and M12.
- Resistance was stable and often MDR: all surviving ANIFLZ samples, 91.6% of AinF, 97.9% of FinA, and 44.7% of ANI samples showed increased resistance to both drugs; 21/47 ANI samples had fluconazole MIC > 256 μg/mL, but no FLZ sample acquired ani resistance.
- Fitness costs were often mild: flz-exposed samples tended to reduce fitness (p < 10⁻⁵), while ANI samples did not (p > 0.05); 56% ANIFLZ, 77% AinF, 81% FLZ, and 68% FinA remained within 2 SD of YPD fitness, and only 2.9% had severely reduced fitness.
- All 121 ani-evolved strains had new non-synonymous *FKS* mutations in targeted regions, with 22% outside hotspots; *FKS2*-F659 was most frequent (63 samples, 52.1%), *F659del* occurred in 52 samples (43%), and 26 samples (19.8%) carried an *FKS* truncation. Nine recurrently mutated genes were identified (*ERG11, PDR1, CDR1, CNE1, EPA13, FKS1, FKS2, ERG3, ERG4*), and all resistant strains had alterations in at least one.
Methods
- In vitro evolution used 12 *C. glabrata* strains representing 7 clades, with quadruplicate populations and batch serial transfer every 3 days under escalating fluconazole and/or anidulafungin; regimes included FLZ, ANI, ANIFLZ, AinF, FinA, and YPD, totaling 288 populations.
- Phenotyping measured MIC, relative area under the curve (rAUC), and fitness (fAUC); targeted sequencing covered *FKS* and *ERG3*, and 77 representative samples underwent whole-genome sequencing for small variants, copy-number changes, and genomic rearrangements.
- Additional analyses included comparison with 393 *C. glabrata* clinical isolates, CRISPR reintroduction/reversion of *ERG3* D122Y, in vitro and *Galleria mellonella* competition assays, and *G. mellonella* virulence assays.
Limitations
- Stated: clinical impact is difficult to assess because most mutations found in vitro were not present in available clinical isolates, and this low overlap is expected and comparable to other datasets; available clinical data were insufficient to analyze cross-resistance or MDR, and some observations, such as voriconazole susceptibility, came from few samples and require further research.
- Stated: the hypothesis that combined *FKS2* and *CNE1* alterations increase propensity to lose ani resistance needs further study, and why *ERG3* mutations are acquired under ani exposure remains unclear.
- Evident: the in vitro evolution and drug-escalation design may not mirror clinical dosing or treatment histories; whole-genome sequencing covered only 77 representative samples; MIC and rAUC can be misleading in strains with low basal fitness or trailing growth, as the paper itself notes.
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Claims the paper makes
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- Findingown data
ERG3 mutations have a dual role in resistance to anidulafungin and cross-resistance to fluconazole in a subset of anidulafungin-adapted strains.
“we uncover a dual role of ERG3 mutations in resistance to anidulafungin and cross-resistance to fluconazole in a subset of anidulafungin-adapted strains.”
Quote in the paperSubstantial claim - Findingown data
Increased resistance to fluconazole was observed in 21/47 ANI samples (MIC > 256).
“Unexpectedly, we observed increased resistance to flz in a large subset of ANI samples (21/47, MIC > 256)”
Quote in the paperSubstantial claim - Findingown data
Resistance, including multidrug resistance, is often acquired at moderate fitness costs in C. glabrata.
“Resistance, including multidrug resistance, is often acquired at moderate fitness costs”
Quote in the paperSubstantial claim - Findingown data
C. glabrata has a widespread ability to rapidly adapt to fluconazole and/or anidulafungin.
“Our results show widespread ability of rapid adaptation to one or both drugs.”
Quote in the paperSubstantial claim - Findingown data
Acquisition of resistance to anidulafungin in FLZ samples was not observed.
“The reverse process, acquisition of resistance to ani in FLZ samples, was not observed (Figure S1C).”
Quote in the paperNot a substantial claim
- Findingown data
Resistance in C. glabrata is mediated by mutations in a limited set of genes that are recurrently and specifically mutated in strains adapted to each of the drugs.
“mediated by mutations in a limited set of genes that are recurrently and specifically mutated in strains adapted to each of the drugs.”
Quote in the paperSubstantial claim - Findingown data
The two strains unable to adapt to ANIFLZ shared eight genes with alterations not present in parentals of surviving strains within the same clades.
“We analyzed available parental sequences of the two strains20 unable to adapt to ANIFLZ and found that they shared eight genes (the S. cerevisiae orthologs of SWI6, CDC3, LAP2, MAD1, MNN4, RSN1, and SQS1 and the gene CAGL0C05313 g) with alterations that were not present in the parentals of the surviving strains within the same clades (Table S1).”
Quote in the paperNot a substantial claim - Findingown data
When exposed to a single drug or to the two drugs in a sequential manner, all of the C. glabrata populations survived the entire experiment.
“When exposed to a single drug or to the two drugs in a sequential manner, all of the populations survived the entire experiment.”
Quote in the paperSubstantial claim - Findingown data
Previously acquired resistance was rarely lost during exposure to the second drug (1 FinA and 4 AinF samples).
“In serial drug-exposure experiments, previously acquired resistance was rarely lost during exposure to the second drug (1 FinA and 4 AinF samples)”
Quote in the paperSubstantial claim - Findingown data
Strains carrying distinct MSH2 variants did not accumulate a different number of mutations.
“Strains carrying distinct MSH2 variants (Figures 4A and 4B) did not accumulate a different number of mutations”
Quote in the paperSubstantial claim - Findingown data
In sequential exposure experiments, all samples successfully adapted to the two challenges.
“In the experiments of sequential exposure to the two drugs, all of the samples successfully adapted, in turn, to the two challenges.”
Quote in the paperSubstantial claim - Findingown data
When adapting to the new drug, most samples (90 of 95) retained the previously acquired resistance, resulting in MDR.
“When adapting to the new drug, most samples (90 of 95) retained the previously acquired resistance, resulting in MDR (Figures 7A, 7B, S1C, and S1D).”
Quote in the paperSubstantial claim - Findingown data
ERG3 non-synonymous mutations are associated with higher fluconazole resistance in ANI samples.
“Accordingly, we detected a significant association between ERG3 ns mutations and flz resistance in ANI samples (Figures 7C, 7D, and S7A–S7D).”
- Also stated in: § Crosstalk between echinocandin and fluconazole resistance · plain
“Non-synonymous (including missense and STOP loss) ERG3 mutations are associated with higher flz resistance (rAUC) in ANI samples.”
- Also stated in: § Crosstalk between echinocandin and fluconazole resistance · plain
“The presence of ERG3 non-synonymous mutations is correlated with discrete flz resistance in ANI samples.”
Quote in the paperSubstantial claim - Also stated in: § Crosstalk between echinocandin and fluconazole resistance · plain
- Findingown data
Variability was similar among evolved samples of the same or different strains.
“we found that variability was similar among evolved samples of the same or different strains (Figure S1E)”
Quote in the paperNot a substantial claim - Findingown data
Nine genes (ERG11, PDR1, CDR1, CNE1, EPA13, FKS1, FKS2, ERG3, ERG4) were mutated at least twice independently in the experiment.
“This search identified nine genes (ERG11, PDR1, CDR1, CNE1, EPA13, FKS1, FKS2, ERG3, ERG4; Figure 6).”
Quote in the paperSubstantial claim - Findingown data
A small but significant negative correlation between resistance (rAUC) and fitness levels for fluconazole, but not for anidulafungin, was detected.
“Consistently, a small but significant negative correlation between resistance (rAUC) and fitness levels for flz, but not for ani, was detected (Figure 2E).”
Quote in the paperNot a substantial claim - Findingown data
22% of FKS mutations were outside the HS regions.
“Notably, 22% of FKS mutations were outside the HS regions.”
Quote in the paperSubstantial claim - Findingown data
Most of the mutations had no significant effect on fitness in the absence of the drug.
“Consistent with the fitness results presented above, most of the mutations had no significant effect on fitness in the absence of the drug (Figure S6).”
Quote in the paperSubstantial claim - Findingown data
Most strains had similar fluconazole and anidulafungin susceptibility levels independently of the mutation type (no differences in fluconazole resistance among strains with ERG11 mutations or ChrE duplications).
“On another note, we found that most strains had similar flz and ani susceptibility levels independently of the mutation type (i.e., we found no differences in flz resistance among strains with ERG11 mutations or ChrE duplications) (Figure S6).”
Quote in the paperNot a substantial claim - Findingown data
No significant Spearman correlation was found between the number of different genes with acquired mutations and fitness/susceptibility levels in any evolution condition after removing a single outlier AinF sample.
“We found no significant Spearman correlation (p < 0.05) after removing a single outlier AinF sample with a particularly high number of new mutations and low ani resistance.”
Quote in the paperSubstantial claim - Findingown data
Total or partial aneuploidies in chromosome E (ChrE), encompassing ERG11, were the most common, appearing in 11/16 FLZ, 4/15 AinF, and 2/6 ANIFLZ samples.
“Total or partial aneuploidies in chromosome E (ChrE), encompassing ERG11, were the most common, appearing in 11/16 FLZ, 4/15 AinF, and 2/6 ANIFLZ samples.”
Quote in the paperSubstantial claim - Findingown data
In the single ANIFLZ sample carrying both ERG11 mutation and ChrE aneuploidy, the mutation was present in the two alleles.
“In this case, the mutation was present in the two alleles”
Quote in the paperNot a substantial claim - Findingown data
No heterozygous variant was detected in any of the duplicated chromosomes.
“Importantly, we detected no heterozygous variant in any of the duplicated chromosomes”
Quote in the paperSubstantial claim - Findingown data
Three sequenced samples lost the previously acquired resistance upon the change in selective conditions.
“However, three sequenced samples lost the previously acquired resistance upon the change in selective conditions (according to MIC, see Figures S1C and S1D).”
Quote in the paperNot a substantial claim - Findingown data
Structural analysis revealed that both altered residues (K152 and Y141) were close to the azole binding pocket.
“Structural analysis revealed that both altered residues were close to the azole binding pocket (Figure S4).”
Quote in the paperNot a substantial claim - Findingown data
Strains harboring CNE1 truncations or ChrL and ChrA duplications presented lower fitness.
“However, we found that strains harboring CNE1 truncations or ChrL and ChrA duplications presented lower fitness”
Quote in the paperSubstantial claim - Findingown data
Most (10/11) FLZ samples with the ChrE aneuploidy retained it upon further exposure to ani (FinA).
“Most (10/11) FLZ samples with the ChrE aneuploidy retained it upon further exposure to ani (FinA).”
Quote in the paperNot a substantial claim - Findingown data
All descendant strains remained virulent in the Galleria mellonella model.
“Our results (Figure 5B) show that all of the descendant strains remained virulent”
Quote in the paperSubstantial claim - Findingown data
A FinA sample that lost resistance acquired a premature termination codon in PDR1.
“This FinA sample acquired a premature termination codon in PDR1”
Quote in the paperNot a substantial claim - Findingown data
The levels of fluconazole resistance of the three AinF samples and their respective ANI parents were similar.
“In support of this notion, the levels of flz resistance of these three AinF samples and their respective ANI parents were similar (Figure 7A).”
Quote in the paperSubstantial claim - Findingown data
One strain presented a partial ChrE aneuploidy resulting from unbalanced translocation with ChrJ.
“One strain presented a partial ChrE aneuploidy resulting from unbalanced translocation with ChrJ (Figure S3D; STAR Methods)”
Quote in the paperNot a substantial claim - Findingown data
All 21 ani-evolved strains showing cross-resistance to fluconazole (MIC > 256 μg/mL) carried alterations in ERG3.
“Sanger-based target sequencing of the ERG3 gene in the remaining ani-evolved strains, which showed that all 21 ani-evolved strains showing cross-resistance to flz (MIC > 256 μg/mL) carried alterations in ERG3 (Table S2).”
Quote in the paperSubstantial claim - Findingown data
Five resistant strains contained no PDR1-related mutations or aneuploidies.
“Although less common, five resistant strains contained no PDR1-related mutations or aneuploidies (Figure 6)”
Quote in the paperSubstantial claim - Findingown data
Some exceptions exist in which the evolved phenotypes are more consistent among samples of the same strain.
“we found some exceptions (including the fitness and flz resistance in YPD-evolved and the fitness of FinA-evolved samples) in which the evolved phenotypes are more consistent among samples of the same strain (Figure S1E).”
Quote in the paperNot a substantial claim - Findingown data
Except for a single ChrA duplication found in one strain, most ANIFLZ samples showed mutational signatures similar to those acquired during sequential exposure to the two drugs (AinF and FinA).
“Except for a single ChrA duplication found in one strain, most ANIFLZ samples showed mutational signatures similar to those acquired during sequential exposure to the two drugs (AinF and FinA; Figure 6).”
Quote in the paperSubstantial claim - Findingown data
The overlap of specific mutations between in vitro evolved strains and 393 C. glabrata clinical isolates is very low.
“Our results (Figure S5; STAR Methods) show that the overlap of specific mutations is very low.”
Quote in the paperSubstantial claim - Findingown data
All 121 ani-evolved strains presented newly acquired non-synonymous mutations in the targeted FKS regions.
“All 121 ani-evolved strains presented newly acquired non-synonymous (ns) mutations in the targeted FKS regions (Data S2)”
Quote in the paperSubstantial claim - Findingown data
26 samples exposed to ani (19.8%) carried a truncation in one of the FKS genes, in combination with a ns mutation in the other paralog.
“Finally, 26 samples exposed to ani (19.8%) carried a truncation in one of the FKS genes (2 of them with a GR breaking the coding region (Figure S3; STAR Methods) in combination with a ns mutation in the other paralog”
Quote in the paperSubstantial claim - Findingown data
Whole-genome sequencing of 7 ANI strains with cross-resistance to fluconazole revealed that all carried alterations in ERG3.
“Whole-genome sequencing of 7 of these strains revealed that all of them carried alterations in ERG3, which encodes the C-5 sterol desaturase of the ergosterol biosynthesis pathway (Figure 6).”
Quote in the paperSubstantial claim - Findingown data
Cross-resistance to fluconazole was found in a significant fraction of anidulafungin-evolved (ANI) samples.
“A remarkable finding of our experiment is the cross-resistance to flz found in a significant fraction of ANI samples (see above).”
Quote in the paperSubstantial claim - Findingown data
The distance of non-HS mutations to the actual HS is not significantly correlated with the level of ani resistance in samples harboring only non-HS mutations (Spearman rho = −0.14, p < 0.11).
“We could not find any such significant correlation (Spearman rho = −0.14, p < 0.11)”
Quote in the paperNot a substantial claim - Findingown data
In the two AinF samples that lost resistance to ani, frameshift mutations in FKS2 were found downstream of the ani resistance-conferring mutations inherited from the parental ANI samples.
“In the two AinF samples that lost resistance to ani, we found frameshift mutations in FKS2 downstream of the ani resistance-conferring mutations inherited from the parental ANI samples (Figure 7A).”
Quote in the paperSubstantial claim - Findingown data
ANI samples with ERG3 mutations showed lower levels of fluconazole resistance compared to FLZ samples.
“Interestingly, these samples showed lower levels of flz resistance when compared to FLZ samples (Figure S7C).”
Quote in the paperSubstantial claim - Findingown data
Reversion of the D122Y mutation in ERG3 had the opposite effect, decreasing fluconazole resistance.
“and that the reversion of the mutation had the opposite effect, confirming the link of ERG3 and flz susceptibility.”
Quote in the paperSubstantial claim - Findingown data
Five other genes (CDR1, CNE1, EPA13, ERG3, and ERG4) were recurrently mutated in the experiments.
“However, 5 other genes (CDR1, CNE1, EPA13, ERG3, and ERG4) were recurrently mutated in our experiments.”
Quote in the paperSubstantial claim - Findingown data
ERG3 mutations were always present in ani-evolved strains that showed cross-resistance to fluconazole.
“In addition, ERG3 mutations were always present in ani-evolved strains that showed cross-resistance to flz”
Quote in the paperSubstantial claim - Findingown data
The other FinA sample carried an ERG4 mutation that resulted in a reduction but not a total loss of fluconazole resistance.
“The other sample carried ERG4 mutation that resulted in a reduction but not a total loss of flz resistance.”
Quote in the paperNot a substantial claim - Findingown data
2 ANIFLZ and 6 FinA samples bearing ERG3 changes additional to PDR1 and/or ERG11 mutations were detected.
“Consistent with some ERG3 alterations being selected under exposure to ani, 2 ANIFLZ and 6 FinA samples bearing ERG3 changes additional to PDR1 and/or ERG11 mutations were detected (Figure 6).”
Quote in the paperNot a substantial claim - Findingown data
MIC and rAUC measurements were correlated.
“As discussed in the main text, both MIC and rAUC measurements were correlated (Figures S1A and S1B).”
Quote in the paperNot a substantial claim - Findingown data
MIC values presented clearer increments and a bimodal distribution, making it easier to define resistant versus susceptible thresholds than rAUC.
“First of all, MIC values presented clearer increments and a bimodal distribution, making it easier to define thresholds for resistant versus susceptible samples as compared to rAUC (Figures 2B and S1D).”
Quote in the paperSubstantial claim - Findingown data
Many fluconazole-resistant strains were susceptible to voriconazole.
“Importantly, many flz-resistant strains were susceptible to vrz, which could be a promising therapeutic alternative.”
Quote in the paperSubstantial claim - Findingown data
The effect of the D122Y ERG3 mutation was stronger in an ani-resistant background as compared to a WT background.
“We noted that the effect of this mutation was stronger in an ani-resistant background as compared to a WT background, where growth on flz was observed at a later time point.”
Quote in the paperSubstantial claim - Findingown data
rAUC was not affected by the trailing effect.
“Importantly, rAUC was not affected by the trailing effect.”
Quote in the paperSubstantial claim - Findingcitation
C. glabrata exhibits a remarkable capacity to acquire resistance to the tested drugs, independently of the phylogenetic background of the strain.
“Our results show that C. glabrata exhibits a remarkable capacity to acquire resistance to the tested drugs, independently of the phylogenetic background of the strain.20”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Carreté L. Ksiezopolska E. Pegueroles C. Gómez-Molero E. Saus E. Iraola-Guzmán S. Loska D. Bader O. Fairhead C. Gabaldón T. Patterns of genomic variation in the opportunistic pathogen Candida glabrata suggest the existence of mating and a secondary association to the human host Curr. Biol 28 2018 15 27.e7 29249661 PMC5772174 source
Not checked in the free run.
- Findingown data
The causative association of the ERG3 alteration with fluconazole resistance was confirmed by reintroducing it in a fluconazole-sensitive background.
“we confirmed the causative association of flz resistance of the ERG3 alteration by reintroducing it in a flz-sensitive background.”
Quote in the paperSubstantial claim - Findingown data
Both in vitro and in vivo competition assays provided similar results supporting a competitive disadvantage of the ERG3 mutants in the absence of the drug.
“Both assays provided similar results (Figures 7E and 7F), supporting a competitive disadvantage of the ERG3 mutants in the absence of the drug.”
Quote in the paperSubstantial claim - Findingown data
In the presence of anidulafungin, the ERG3 mutant outcompeted the WT in vitro.
“However, when the in vitro competition experiment was performed in the presence of ani, the ERG3 mutant outcompeted the WT.”
Quote in the paperSubstantial claim - Findingown data
All strains and replicates adapted to serial exposure to the two drugs.
“This is also true for the case of serial exposure to the two drugs, to which all strains and replicates adapted.”
Quote in the paperNot a substantial claim - Findingown data
These strains presented flz rAUC values intermediate between flz non-resistant ANI and flz-resistant FLZ samples.
“The rAUC values, however, were not affected by the trailing effect and these strains presented flz rAUC values intermediate between flz non-resistant ANI and flz-resistant FLZ samples (Figures 2B and 7C).”
Quote in the paperSubstantial claim - Findingown data
Of 28 ANI samples harboring ERG3 mutations, 6 carrying premature stop (3), missense (2), and frameshift (1) mutations retained WT levels of susceptibility.
“We found that of 28 ANI samples harboring ERG3 mutations, 6 carrying premature stop (3), missense (2), and frameshift (1) mutations retained WT levels of susceptibility.”
Quote in the paperSubstantial claim - Findingown data
Introduction of the D122Y mutation in ERG3 led to increased resistance to fluconazole.
“Our results (Figures S2A and S2B) show that the introduction of the D122Y mutation in ERG3 led to increased resistance to flz”
Quote in the paperSubstantial claim - Findingown data
Two FinA samples showed a drop in fluconazole resistance levels.
“Two FinA samples showed a drop in flz resistance levels.”
Quote in the paperNot a substantial claim - Findingown data
Whole-genome sequencing revealed a relatively limited catalog of a few genes that are commonly affected upon sustained adaptation to antifungal drugs.
“Whole-genome sequencing revealed a relatively limited catalog of a few genes that are commonly affected upon sustained adaptation to antifungal drugs.”
Quote in the paperSubstantial claim - Findingown data
Commonly reported alterations in FKS, PDR1, and ERG11 genes appeared in the experiment.
“We observed the appearance of commonly reported alterations in FKS, PDR1, and ERG11 genes”
Quote in the paperSubstantial claim - Findingown data
Introduced ERG3 alterations were not associated with major altered response to various stresses, except lower tolerance to SDS and H2O2 restricted to a particular ani-resistant background strain.
“Our results (Figure S2C) suggest no major effects, with the exception of a lower tolerance to membrane (SDS) and oxidative (H2O2) stresses restricted to a particular ani-resistant background strain.”
Quote in the paperNot a substantial claim - Findingown data
The 2 ANI samples with alterations in CNE1 lost anidulafungin resistance due to truncations in FKS2 in AinF samples.
“The 2 ANI samples with alterations in CNE1, which lost ani resistance due to truncations in FKS2(∗) in AinF samples, are marked.”
Quote in the paperNot a substantial claim - Findingown data
Genes with nonsynonymous mutations or nearby genomic rearrangements appearing recurrently (at least twice) included ERG3, FKS1 and the S. cerevisiae CNE1 ortholog.
“To focus on resistance-conferring events, we examined genes with ns mutations or nearby GR (within less than 2kb) appearing recurrently (at least twice) in our experiment. These included ERG3, FKS1 and the ortholog of S. cerevisiae CNE1, mentioned in the main text (see Results).”
Quote in the paperSubstantial claim - Findingown data
The drug resistance variants described in this work showed little or no overlap with variants found in clinical isolates, depending on the gene.
“We assessed how many of the drug resistance variants described in this work were also found in these clinical isolates, which yielded little or no overlap depending on the gene (Figure S5A).”
Quote in the paperSubstantial claim - Findingown data
A randomization strategy on our samples showed that the expected overlap between different mutation datasets is comparable to the observed overlap between datasets of different works.
“In addition, we inferred the expected overlap between different mutation datasets through a randomization strategy on our samples.”
- Also stated in: § Method details · plain
“This process was repeated 100 times, and the results (Figure S5B) show that the overlap is comparable to the observed between datasets of different works.”
Quote in the paperSubstantial claim - Also stated in: § Method details · plain
- Findingown data
Sample EF1620_7B_ANI is a case where neither MIC nor rAUC captured the true nature of flz resistance.
“Finally, we found another sample (EF1620_7B_ANI) where neither MIC nor rAUC captured the true nature of flz resistance.”
Quote in the paperSubstantial claim - Findingown data
The clinical isolate MIC data are sparse, so MIC values are not always known for all drugs in a given isolate.
“This data is sparse, so that we do not always know the MIC values for all drugs in a given isolate.”
Quote in the paperSubstantial claim - Findingown data
EF1620_7B_ANI shows a non-monotonic relationship between flz concentration and relative fitness.
“This sample shows a non-monotonic relationship between flz concentration and relative fitness (Figures S7C and S7D).”
Quote in the paperSubstantial claim - Findingown data
The overlap between CandidaMine variants and two datasets of previously described drug resistance mutations (SENTRY database and PDR1 mutations from the literature) was low, comparable to that found in this work.
“In order to test this we calculated the overlap between CandidaMine variants and two datasets of previously described drug resistance-mutations: the SENTRY database6 and a set of described PDR1 mutations from the literature.71, 72, 73 This yielded low overlaps as well, comparable to those found in our work (Figure S5A).”
Quote in the paperSubstantial claim0 of 4 sources checked- cites SENTRY database6
Not checked in the free run.
- cites [71] Ferrari S. Ischer F. Calabrese D. Posteraro B. Sanguinetti M. Fadda G. Rohde B. Bauser C. Bader O. Sanglard D. Gain of function mutations in CgPDR1 of Candida glabrata not only mediate antifungal resistance but also enhance virulence PLoS Pathog. 5 2009 e1000268 19148266 PMC2607542 source
Not checked in the free run.
- cites [72] Tsai H.-F. Sammons L.R. Zhang X. Suffis S.D. Su Q. Myers T.G. Marr K.A. Bennett J.E. Microarray and molecular analyses of the azole resistance mechanism in Candida glabrata oropharyngeal isolates Antimicrob. Agents Chemother. 54 2010 3308 3317 20547810 PMC2916311 source
Not checked in the free run.
- cites [73] Spettel K. Barousch W. Makristathis A. Zeller I. Nehr M. Selitsch B. Lackner M. Rath P.-M. Steinmann J. Willinger B. Analysis of antifungal resistance genes in Candida albicans and Candida glabrata using next generation sequencing PLoS ONE 14 2019 e0210397 30629653 PMC6328131 source
Not checked in the free run.
- Interpretationown data
The resistance phenotype is genetically encoded.
“indicating that the phenotype is genetically encoded.”
Quote in the paperSubstantial claim - Interpretationown data
The resistance phenotype is stable during serial drug exposure.
“indicating that the phenotype is stable.”
Quote in the paperSubstantial claim - Interpretationown data
Adaptation to anidulafungin can frequently induce cross-resistance to fluconazole.
“thus showing that adaptation to ani can frequently induce cross-resistance to flz.”
Quote in the paperSubstantial claim - Interpretationown data
Susceptible strains are a few mutational steps away from acquiring resistance.
“This indicates that susceptible strains are a few mutational steps away from acquiring resistance.”
Quote in the paperSubstantial claim - Interpretationown data
Amino acid deletions may more efficiently prevent drug binding than replacements.
“This finding suggests that, as compared to replacements, amino acid deletions may more efficiently prevent the binding of the drug”
Quote in the paperSubstantial claim - Interpretationown data
The combination of an FKS truncation and a ns mutation in the other paralog may facilitate adaptation.
“indicating that this specific combination may facilitate adaptation.”
Quote in the paperNot a substantial claim - Interpretationown data
The ERG11 mutation preceded the chromosomal duplication.
“suggesting that the mutation preceded the chromosomal duplication.”
Quote in the paperNot a substantial claim - Premisecitation
These ERG11 mutations have not been commonly reported in C. glabrata.
“Although common in other Candida species, these mutations have not been commonly reported in C. glabrata.5”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] Ksiezopolska E. Gabaldón T. Evolutionary Emergence of Drug Resistance in Candida Opportunistic Pathogens Genes (Basel) 9 2018 461 PMC6162425 30235884 source
Not checked in the free run.
- Interpretationown data
Resistance, including MDR, is often achieved at mild fitness costs.
“These results indicate that resistance, including MDR, is often achieved at mild fitness costs.”
Quote in the paperSubstantial claim - Interpretationreasoning
Different mechanisms of resistance operate in FLZ and ANI samples.
“This finding indicates that the quantitative contribution of ERG3 mutations to flz resistance differs from that of PDR1 or ERG11 alterations and suggests different mechanisms of resistance in FLZ and ANI samples.”
Quote in the paperSubstantial claim - Interpretationown data
Non-HS and HS mutations confer similar levels of resistance.
“suggesting that non-HS and HS mutations confer similar levels of resistance.”
Quote in the paperSubstantial claim - Interpretationown data
MSH2 variants represent natural, functional variants rather than hypermutator mutations.
“thereby supporting the notion that these represent natural, functional variants rather than hypermutator mutations.20”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Carreté L. Ksiezopolska E. Pegueroles C. Gómez-Molero E. Saus E. Iraola-Guzmán S. Loska D. Bader O. Fairhead C. Gabaldón T. Patterns of genomic variation in the opportunistic pathogen Candida glabrata suggest the existence of mating and a secondary association to the human host Curr. Biol 28 2018 15 27.e7 29249661 PMC5772174 source
Not checked in the free run.
- Interpretationown data
The ERG3 mutations in those three AinF strains were sufficient for their survival in fluconazole.
“thereby suggesting that their ERG3 mutations were sufficient for their survival in flz.”
Quote in the paperSubstantial claim - Interpretationown data
A limited set of genes is central for the acquisition of resistance.
“This strong association of acquired mutations, treatment, and phenotypes indicates that a limited set of genes is central for the acquisition of resistance.”
Quote in the paperSubstantial claim - Interpretationown data
Different strains reached similar phenotypes.
“suggesting that different strains reached similar phenotypes.”
Quote in the paperNot a substantial claim - Interpretationown data
FKS mutations may be necessary for anidulafungin adaptation.
“which indicates that FKS mutations may be necessary for ani adaptation.”
Quote in the paperSubstantial claim - Interpretationown data
The PDR1 premature termination codon may revert the fluconazole resistance conferred by previous mutations in this gene.
“which may revert the flz resistance conferred by previous mutations in this gene.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The quantitative contribution of ERG3 mutations to fluconazole resistance differs from that of PDR1 or ERG11 alterations.
“This finding indicates that the quantitative contribution of ERG3 mutations to flz resistance differs from that of PDR1 or ERG11 alterations and suggests different mechanisms of resistance in FLZ and ANI samples.”
Quote in the paperSubstantial claim - Interpretationown data
There is a lack of a general correlation between the numbers of acquired mutations and these evolved phenotypes.
“These results indicate the lack of a general correlation between the numbers of acquired mutations and these evolved phenotypes.”
Quote in the paperSubstantial claim - Interpretationown data
Some resistance mechanisms may generate decreased growth.
“indicating that some resistance mechanisms may generate decreased growth (Figure S6).”
Quote in the paperSubstantial claim - Interpretationown data
The relationship between ERG3 alterations and cross-resistance to fluconazole was incomplete and mutation dependent.
“However, the relationship between ERG3 alterations and cross-resistance to flz was incomplete and mutation dependent.”
Quote in the paperSubstantial claim - Interpretationown data
Alternative mechanisms confer resistance on their own.
“indicating that alternative mechanisms confer resistance on their own.”
Quote in the paperSubstantial claim - Interpretationown data
Different evolutionary paths drive similar levels of drug resistance and fitness in a strain-independent and mutation-independent manner.
“Our data suggest that different evolutionary paths drive similar levels of drug resistance and fitness in a strain-independent and mutation-independent manner.”
Quote in the paperSubstantial claim - Interpretationown data
Genomic rearrangements can drive drug resistance.
“suggesting that GRs can drive drug resistance.”
Quote in the paperSubstantial claim - Interpretationown data
Some non-HS FKS mutations contribute to resistance.
“These observations suggest that some of these non-HS FKS mutations contribute to resistance”
Quote in the paperSubstantial claim - Interpretationown data
The genetic basis driving the acquisition of resistance to each of the drugs is similar when the two drugs are in combination.
“This observation suggests that the genetic basis driving the acquisition of resistance to each of the drugs is similar when the two drugs are in combination.”
Quote in the paperSubstantial claim - Interpretationown data
FKS2 and HS1 loci have a more prevalent role in anidulafungin adaptation.
“suggesting a more prevalent role of these loci.”
Quote in the paperSubstantial claim - Interpretationown data
The frequency of resistance-conferring alleles is likely to fluctuate after treatment.
“suggests that the frequency of resistance-conferring alleles is likely to fluctuate after treatment.”
Quote in the paperSubstantial claim - Interpretationown data
One mutation does not necessarily predate the other.
“These data suggest that one mutation does not necessarily predate the other one.”
Quote in the paperNot a substantial claim - Interpretationown data
There is an absence of cross-resistance to anidulafungin when fluconazole is used as a first therapy.
“our results point to the absence of cross-resistance to ani when flz is used as a first therapy”
Quote in the paperSubstantial claim - Interpretationown data
Alternative mechanisms may be concomitantly used to achieve a stable resistant phenotype.
“This finding indicates that alternative mechanisms may be concomitantly used to achieve a stable resistant phenotype.”
Quote in the paperSubstantial claim - Interpretationcitation
GRs and CNVs around these genes are related to drug resistance.
“our results suggest that GRs and CNVs around these genes are related to drug resistance, as previously proposed in C. albicans.36”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Todd R.T. Selmecki A. Expandable and reversible copy number amplification drives rapid adaptation to antifungal drugs eLife 9 2020 e58349 32687060 PMC7371428 source
Not checked in the free run.
- Interpretationown data
The experiment reflects processes that also occur in the clinics.
“which indicates that our experiment reflects processes that also occur in the clinics.”
Quote in the paperSubstantial claim - Interpretationcitation
EPA13 deletions could be adaptive under exposure to both azoles and echinocandins in our experiments.
“which may explain why EPA13 deletions could be adaptive under exposure to both azoles and echinocandins in our experiments.”
Quote in the paperNot a substantial claim - Interpretationown data
Concomitant use of fluconazole and anidulafungin has a high clearance potential.
“or to a high clearance potential of the concomitant use of flz and ani”
Quote in the paperNot a substantial claim- Rests on an assumption: The in vitro drug concentrations and exposure regimens mimic clinical antifungal exposure.
- Interpretationown data
The discussed mutations are likely related to the specific drug exposure and not to the experimental setting.
“Given the high number of replicates and the drug-specific patterns we consistently observed, we can conclude that the discussed mutations are likely related to the specific drug exposure and not to the experimental setting.”
Quote in the paperSubstantial claim - Interpretationown data
Alterations of the CDR1 protein product may also contribute to fluconazole adaptation.
“our results suggest that alterations of the protein product may also contribute to flz adaptation.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The traditional focus on SNPs is underpowered to understand the genomic drivers of drug resistance.
“This indicates that the traditional focus on SNPs is underpowered to understand the genomic drivers of drug resistance.”
Quote in the paperSubstantial claim - Interpretationown data
Given the low numbers of samples with resistance to both drug classes, the available data are insufficient to perform analysis of cross-resistance or multidrug resistance.
“Given the low numbers of samples with resistance to both drugs, we conclude that the available data is insufficient to perform analysis of cross-resistance or multidrug resistance.”
Quote in the paperSubstantial claim - Interpretationown data
MIC and rAUC values can be misleading in strains with very low basal fitness.
“This example illustrates how MIC and rAUC values can be misleading in strains with very low basal fitness.”
Quote in the paperSubstantial claim - Interpretationreasoning
The low basal fitness of EF1620_7B_ANI results in high relative fitness at low drug concentrations compared to other samples.
“This low level of basal fitness results in high relative fitness at low drug concentrations (as compared to other samples) (Figures S7C and S7D).”
Quote in the paperSubstantial claim - Interpretationreasoning
The non-monotonic relationship in EF1620_7B_ANI, if present, is very weak in terms of absolute fitness.
“This analysis suggests that this non-monotonic relationship (if present) is very weak in terms of absolute fitness.”
Quote in the paperNot a substantial claim - Interpretationown data
Taken together, these examples suggest that rAUC captures better the quantitative landscape of drug resistance.
“Taken together, these examples suggest that rAUC captures better the quantitative landscape of drug resistance.”
Quote in the paperSubstantial claim - Interpretationown data
It is difficult to measure the clinical impact of the mutations described here because most of them cannot be found in the currently available isolates.
“We conclude that it is difficult to measure the clinical impact of the mutations described here because most of them cannot be found in the currently available isolates.”
Quote in the paperSubstantial claim
- May combine two claims. 64
- Classified as probably not a substantial claim. 37
- The quote only partly states this claim. 2
May combine two claims.
Findingown dataNone of the tested strains presented improved growth on flucytosine or amphotericin B compared to wild-type strains, although a few strains presented higher susceptibility to amphotericin B.
“None of the tested strains presented improved growth on flucytosine (5-FC, pyrimidine analog) or amphotericin B (ampB, polyene) when compared to wild-type (WT) strains, although a few strains presented higher susceptibility to ampB.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll surviving strains acquired stable resistance to the exposed agent(s), with the resistance phenotype kept for several generations in standard growth conditions after removal of the selective agent.
“All of the surviving strains acquired stable resistance to the exposed agent(s); that is, the resistance phenotype was kept for several generations in standard growth conditions after the removal of the selective agent”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSimilar results were observed for the two tested echinocandins (ani and caspofungin), while the two tested azoles presented more disparate patterns, with few strains growing better on voriconazole than on fluconazole.
“Similar results were observed for the two tested echinocandins (ani and caspofungin), while the two tested azoles presented more disparate patterns, with few strains growing better on voriconazole (vrz) than on flz”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWhen simultaneously exposed to both fluconazole and anidulafungin, 21 populations (43.75%) died, including all replicates of each of 2 strains from clade I (CST109) and clade III (M12).
“However, when simultaneously exposed to both drugs, 21 populations (43.75%) died, including all replicates of each of 2 strains from clade I (CST109) and clade III (M12).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIncreased resistance to both drugs (MDR) was often achieved, including all surviving ANIFLZ samples, a majority of AinF (91.6%) and FinA (97.9%) samples, and 44.7% of ANI samples.
“Increased resistance to both drugs (MDR) was often achieved, including all surviving ANIFLZ samples, a majority of AinF (91.6%) and FinA (97.9%) samples, and, due to the mentioned cross-resistance, in 44.7% of ANI samples (Figure 2C; Data S1).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAll fluconazole-exposed samples showed a tendency to reduce fitness (p < 10−5, Kolmogorov-Smirnov test), while the mean fitness of ANI samples remained unaltered (p > 0.05).
“All flz-exposed samples showed a tendency to reduce fitness (p < 10−5, Kolmogorov-Smirnov test), while the mean fitness of ANI samples remained unaltered (p > 0.05).”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationBoth ANI parents carried only one FKS2 mutation and alterations in CNE1 ortholog.
“Interestingly, both of the ANI parents carried only one FKS2 mutation and alterations in CNE1 ortholog, encoding an endoplasmic reticulum (ER) protein involved in the quality control of misfolded proteins.28”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [28] Molinari M. Eriksson K.K. Calanca V. Galli C. Cresswell P. Michalak M. Helenius A. Contrasting functions of calreticulin and calnexin in glycoprotein folding and ER quality control Mol. Cell 13 2004 125 135 14731400 source
Not checked in the free run.
May combine two claims.
Findingown dataAneuploidies were common in experiments involving exposure to fluconazole, but they were not detected in cells exposed only to anidulafungin.
“we found that aneuploidies were common in experiments involving exposure to flz, but they were not detected in cells exposed only to ani (Figure 5A).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThese five strains harbored mutations in ERG3 (3 AinF strains) and ERG11 (2 strains).
“These strains harbored mutations in ERG3 (3 AinF strains, discussed below) and ERG11 (2 strains).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAmong ERG11 mutations, K152 was the most altered amino acid (12/16 samples), followed by ERG11-Y141 (2/16 samples).
“Among ERG11 mutations, K152 was the most altered amino acid (12/16 samples), followed by ERG11-Y141 (2/16 samples).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMany fluconazole-exposed samples retained fitness levels within 2 standard deviations of the mean of YPD-exposed strains (56% of ANIFLZ, 77% AinF, 81% FLZ, and 68% FinA), and only a few samples (2.9%, 5/8 of them ANIFLZ) had severely reduced fitness levels below 50% of the corresponding WT strain.
“Nevertheless, many of the flz-exposed samples retained fitness levels within 2 standard deviations of the mean of YPD-exposed strains (56% of ANIFLZ, 77% AinF, 81% FLZ, and 68% FinA), and only a few samples (2.9%, 5/8 of them ANIFLZ) had severely reduced fitness levels below 50% of the corresponding WT strain.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThree resistant strains carried only non-HS FKS mutations (FKS1-R1422L and FKS1-F708S; FKS1-W681L and FKS2-K265∗; and FKS2-A651T), and whole-genome sequencing revealed no additional mutations outside FKS genes that could explain their resistance phenotype.
“Three resistant strains carried only such non-HS FKS mutations (FKS1-R1422L and FKS1-F708S; FKS1-W681L and FKS2-K265∗; and FKS2-A651T; Data S2), and whole-genome sequencing of these strains revealed no additional mutations outside FKS genes that could explain their resistance phenotype”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNo newly acquired SVs were found in YPD samples, while drug-evolved strains accumulated a small number (<10) of variants.
“The analysis of genome-wide mutational patterns revealed no newly acquired SVs in YPD samples, while the drug-evolved strains accumulated a small number (<10) of variants (Figures 4A and 4B).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe most common altered gene under exposure to fluconazole was PDR1, which was in many instances (14/37 strains) accompanied by alterations in ERG11.
“The most common altered gene under exposure to flz was PDR1, which was in many instances (14/37 strains) accompanied by alterations in ERG11 (Figure 6; Data S3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataERG11 mutations and aneuploidies in ChrE, bearing this gene, were strongly anticorrelated, with a single ANIFLZ sample carrying both alterations.
“Importantly, ERG11 mutations and aneuploidies in ChrE, bearing this gene, were strongly anticorrelated, with a single ANIFLZ sample carrying both alterations.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRepeatability may be unique to each phenotype and condition, where AinF and ANIFLZ samples have particularly higher phenotypic variability.
“Our analysis (Figure S1E) indicates that repeatability may be unique to each phenotype and condition, where AinF and ANIFLZ samples have particularly higher phenotypic variability.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMutations preferentially occurred in FKS2 over FKS1 and in HS1 over HS2.
“Mutations preferentially occurred in FKS2 over FKS1 and in HS1 over HS2 (Figure 3)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll resistant strains carried mutations or duplications in at least one of these nine genes, and the subset of mutated genes largely separated samples by treatment.
“Importantly, all of the resistant strains carried mutations or duplications in at least one of these genes, and the subset of mutated genes largely separated samples by treatment.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe most frequently mutated site in ani-adapted samples was FKS2-F659 (63 samples, 52.1%), with the most prevalent alteration being F659del (52 samples, 43%), which was the only FKS mutation in 26 samples (21.5%).
“Overall, the most frequently mutated site in ani-adapted samples was FKS2-F659 (63 samples, 52.1%; Data S2), with the most prevalent alteration being F659del (52 samples, 43%), which was the only FKS mutation in 26 samples (21.5%).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThree ERG3-mutated strains subsequently exposed to fluconazole (AinF) did not acquire additional mutations in PDR1 or ERG11, nor did they present ChrE duplications.
“When ERG3-mutated strains were subsequently exposed to flz (AinF), three of them did not acquire additional mutations in PDR1 or ERG11, nor did they present ChrE duplications”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe trailing effect occurred in most (8/10) ANI samples with ERG3 mutations, leading to high MIC values in the range of FLZ samples.
“We observed this effect occurring in most (8/10) ANI samples with ERG3 mutations, leading to high MIC values that were in the range of FLZ samples (Figure S7C).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCompetition assays showed a competitive disadvantage of ERG3 mutants in the absence of drug treatment, but an advantage in the presence of anidulafungin.
“Competition assays between strains carrying the WT and the mutated ERG3 allele showed a competitive disadvantage of ERG3 mutants in the absence of drug treatment, but an advantage in the presence of ani.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOne FinA sample carried a PDR1 premature termination codon, which resulted in susceptibility and reduced fluconazole resistance below the median rAUC value of YPD samples.
“One of them carried a PDR1 premature termination codon (∗), which resulted in susceptibility according to our MIC-based thresholding (STAR Methods) and reduced flz resistance below the median rAUC value of YPD samples.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataSample BG2_11H_ANI bears an ERG3 premature termination codon and presents a mismatch between flz MIC and rAUC.
“Conversely, there is one sample (BG2_11H_ANI) bearing an ERG3 premature termination codon and presenting a mismatch between flz MIC and rAUC.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe identified ERG3 mutants do not have deletions in mtDNA and do not have a petite phenotype.
“we can discard this effect in the identified ERG3 mutants due to the absence of deletions in the mtDNA (Figure 6; Data S3) and the absence of a petite phenotype (Figure S7E).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingown dataThe threshold of MIC more than 2 times the WT MIC separated samples clearly into susceptible and resistant strains.
“This threshold separated our samples clearly into susceptible and resistant strains (Figures S1C and S1D).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn ANI strains, equal numbers of cases (2 each) had either ERG3 or FKS mutations predating the other, and 5 cases had both mutations traced to the same intermediate generation.
“we traced the order of appearance of ERG3 and FKS mutations along intermediate generations in ANI strains and found equal numbers of cases (2 each) in which either ERG3 or FKS mutations predated the other one, and 5 cases in which both mutations are traced to the same intermediate generation (Table S3).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNeither phylogenetic clade nor the presence of non-synonymous mutations in MSH2 are good predictors of the ability to develop MDR.
“Our results show that neither phylogenetic clade nor the presence of non-synonymous mutations in MSH2 are good predictors of the ability to develop MDR, which is pervasive in C. glabrata.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMeasurement errors are similar between MIC and rAUC, but MIC is more consistent across independently evolved strains of the same condition.
“In addition, although measurement errors are similar (Figures S1A and S1B) MIC is more consistent across independently evolved strains of the same condition (Figures 2B and S1C).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAdaptation to anidulafungin often results in cross-resistance to fluconazole, but not the other way around.
“An important result from our experiment is the observation that adaptation to ani often results in cross-resistance to flz (but not the other way around).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNo acquisition of anidulafungin resistance was observed in FLZ samples but only as a result of anidulafungin (FinA).
“No acquisition of ani resistance was observed in FLZ samples but only as a result of ani (FinA).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningThe total number of analyzed samples was 48 FLZ, 47 FinA, 47 ANI, 48 AinF, 21 ANIFLZ and 48 YPD.
“the total number of analyzed samples was as follows: 48 FLZ, 47 FinA, 47 ANI, 48 AinF, 21 ANIFLZ and 48 YPD.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataSLL2_glab was sequenced within this project and assigned to clade 7.
“SLL2 glab was sequenced within this project and assigned to clade 7.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown data2 samples were found as susceptible but have rAUC values in the range of resistant samples.
“Note that 2 samples (marked with “?”) were found as susceptible but have rAUC values in the range of resistant samples.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the experiment, alterations in ERG3 often appeared under anidulafungin exposure and were retained in subsequent fluconazole exposure, sometimes without further mutation explaining fluconazole resistance.
“In our experiment, alterations in this gene often appeared under ani exposure and were retained in subsequent flz exposure, sometimes without any further mutation being acquired that would explain the acquisition of resistance to flz.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOne ANI sample showed high anidulafungin resistance but also low basal fitness, so the high resistance value may not be representative.
“One of the ANI samples showed high ani resistance (above 1.0, meaning the fitness was higher in ani than in no drug), but also showed low basal fitness, which means that the high resistance value may be not representative.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCombined exposure to both drugs prevented adaptation in a significant fraction of the cases, with two strains from two different clades showing an inability to develop resistance.
“However, the combined exposure to both drugs prevented adaptation in a significant fraction of the cases, with two strains from two different clades showing an inability to develop resistance in this scenario.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThree samples did not acquire any new mutation in the recurrent genes in AinF.
“the gray circles outline 3 samples that did not acquire any new mutation in the recurrent genes in AinF.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenIn the CBS138 wild-type strain, the same trial of transformations was performed but selection of positive transformants was unsuccessful.
“The same trial of transformations was done on CBS138 WT strain but the selection of positive transformants was unsuccessful.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRelative coverage was correlated with the distance to the telomere (smiley-pattern), which may be an artifact of library preparation and/or sequencing, with this effect varying across samples.
“As noted in other studies, we found that relative coverage was correlated with the distance to the telomere (hereafter referred as “smiley-pattern”), which may be an artifact of library preparation and/or sequencing, with this effect varying across samples.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn Candida albicans, MIC data were found for 187/478 clinical isolates.
“In Candida albicans, we could find MIC data for 187/478 clinical isolates.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based). May combine two claims. The quote only partly states this claim.
Findingown dataIn C. albicans, 39/186 and 9/150 isolates were resistant to all tested azoles or echinocandins, respectively.
“This yielded 39/186 and 9/150 isolates resistant to all tested azoles or echinocandins, respectively.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEF1620_7B_ANI had low fitness (by both fAUC and DR) in the absence of the drug, with a small increase in the lower flz concentrations.
“We found that this sample had low fitness (by both fAUC and DR) in the absence of the drug, with a small increase in the lower flz concentrations.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Candida glabrata, MIC data were found in 126/393 clinical isolates, including resistance to fluconazole (126/126), posaconazole (84/126), voriconazole (91/126), isavuconazole (37/126), micafungin (42/126), anidulafungin (9/126) and caspofungin (91/126).
“In Candida glabrata, we could find these data in 126/393 clinical isolates, including resistance to fluconazole (flz 126/126), posaconazole (pos 84/126), voriconazole (vrz 91/126), isavuconazole (ivz 37/126), micafungin (mif 42/126), anidulafungin (ani 9/126) and caspofungin (cas 91/126).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTwo C. glabrata samples had resistance to both azole and echinocandin classes of drugs.
“We could find two samples with resistance to both classes of drugs.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based). The quote only partly states this claim.
Findingown dataOne C. albicans sample had resistance to both azole and echinocandin classes of drugs.
“We could find one sample with resistance to both classes of drugs.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn CST34_2A_AinF, only an inverted heterozygous breakpoint matching the start of the aneuploid region of ChrE was found, which was not enough to explain the source of the duplication.
“Conversely, we could only find an inverted heterozygous breakpoint matching the start of the aneuploid region of ChrE in CST34_2A_AinF, which was not enough to explain the source of the duplication.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn C. glabrata, 41/126 and 19/91 isolates were resistant to all tested azoles or echinocandins, respectively.
“This yielded 41/126 and 19/91 isolates resistant to all tested azoles or echinocandins, respectively.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataNo heterozygous breakend events were detected in the aneuploid chromosomes.
“Note that we did not detect any such heterozygous events in the aneuploid chromosomes.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataTwo FinA samples had genomic rearrangements breaking the FKS1 coding region, including one deletion at the beginning of the coding sequence and one balanced inverted translocation between ChrG and ChrM; both samples carried FKS2 mutations, suggesting these are complementary FKS1 alterations.
“Finally, we found two FinA samples with GR breaking the FKS1 coding region, including one deletion at the beginning of the coding sequence (with relative coverage < 0.01) and one balanced inverted translocation between ChrG and ChrM (Figure S3C). Both samples carried FKS2 mutations (potentially conferring ani resistance), suggesting that these rearrangements are complementary FKS1 alterations with”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataStrains containing NAT1 grew in lower abundance on the antibiotic than on YPD plates alone.
“Since we observed that strains containing NAT1 were growing in lower abundance on the antibiotic than on YPD plates alone, the total number of cells were accounted for this discrepancy.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOne ANIFLZ sample had a deletion at the beginning of the ERG3 CDS and one FinA sample had a deletion in the ERG3 5′ region, both associated with low relative coverage spanning the breakpoint.
“Regarding ERG3, we found one ANIFLZ sample with a deletion at the beginning of the CDS and a FinA sample with a deletion in the 5′ region (potentially spanning the promoter, and related to the loss of CAGL0F01815 g (see Results). Both of these were associated with low relative coverage (< 0.01) spanning the breakpoint, which further confirmed these deletions (Figure S3A).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationC. glabrata often is the second most prevalent cause of Candida infection.
“C. glabrata often being the second most prevalent cause of infection.6”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Pfaller M.A. Diekema D.J. Turnidge J.D. Castanheira M. Jones R.N. Twenty Years of the SENTRY Antifungal Surveillance Program: Results for Candida Species From 1997-2016 Open Forum Infect. Dis. 6 Suppl 1 2019 S79 S94 30895218 PMC6419901 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEchinocandin resistance has been linked to non-synonymous variations in two conserved hotspot regions of FKS genes.
“whereas echinocandin resistance has been linked to non-synonymous variations in two conserved hotspot (HS; i.e., frequently mutated) regions of FKS genes.16”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] Perlin D.S. Mechanisms of echinocandin antifungal drug resistance Ann. N Y Acad. Sci. 1354 2015 1 11 26190298 PMC4626328 source
Not checked in the free run.
May combine two claims.
PremisecitationPrevious studies on in vitro-acquired drug resistance in C. glabrata have evaluated fitness costs of echinocandin resistance or used transcriptomics to unveil mechanisms contributing to azole resistance, but the genome-wide genetic alterations involved during this process remain elusive.
“Previous studies on in vitro-acquired drug resistance in C. glabrata have evaluated the fitness costs of echinocandin resistance23 or used transcriptomics to unveil the mechanisms contributing to azole resistance,24 but the genome-wide genetic alterations involved during this process remain elusive.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [23] Duxbury S.J.N. Bates S. Beardmore R.E. Gudelj I. Evolution of drug-resistant and virulent small colonies in phenotypically diverse populations of the human fungal pathogen Candida glabrata Proc. Biol. Sci. 287 2020 20200761 32673559 PMC7423662
Not checked in the free run.
- cites [24] Cavalheiro M. Costa C. Silva-Dias A. Miranda I.M. Wang C. Pais P. Pinto S.N. Mil-Homens D. Sato-Okamoto M. Takahashi-Nakaguchi A. A Transcriptomics Approach To Unveiling the Mechanisms of Evolution towards Fluconazole Resistance of a Clinical Isolate Antimicrob. Agents Chemother. 63 2019 e00995-18 30348666 PMC6325195 source
Not checked in the free run.
May combine two claims.
Interpretationown dataLow adaptation potential to simultaneous fluconazole and anidulafungin is strain-specific and not clade-specific.
“populations from other strains from these clades survived, indicating that low adaptation potential is strain- and not clade-specific.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationKnown mechanisms of azole resistance in C. glabrata almost exclusively consist of gain-of-function mutations in PDR1.
“Known mechanisms of azole resistance in C. glabrata almost exclusively consist of gain-of-function mutations in PDR1, which encodes a transcriptional regulator of drug efflux pumps,15”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [15] Sanglard D. Ischer F. Calabrese D. Majcherczyk P.A. Bille J. The ATP binding cassette transporter gene CgCDR1 from Candida glabrata is involved in the resistance of clinical isolates to azole antifungal agents Antimicrob. Agents Chemother. 43 1999 2753 2765 10543759 PMC89555 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationC. glabrata is phylogenetically closer to Saccharomyces cerevisiae than to most other Candida pathogens, which may imply different routes for drug adaptation compared to other Candida species.
“C. glabrata belongs to the Nakaseomyces clade and is phylogenetically closer to Saccharomyces cerevisiae than to most other Candida pathogens,7 which may imply different routes for drug adaptation as compared to other Candida species.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [7] Gabaldón T. Carreté L. The birth of a deadly yeast: tracing the evolutionary emergence of virulence traits in Candida glabrata FEMS Yeast Res. 16 2016 fov110 26684722 PMC5815135 source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationThe evolutionary processes underpinning the acquisition of antifungal drug resistance are poorly understood.
“Despite the pressing challenge that the emergence of antifungal resistance represents for human health and food security, we have a limited understanding of the evolutionary processes leading to drug adaptation in fungi.5”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [5] Ksiezopolska E. Gabaldón T. Evolutionary Emergence of Drug Resistance in Candida Opportunistic Pathogens Genes (Basel) 9 2018 461 PMC6162425 30235884 source
Not checked in the free run.
May combine two claims.
Interpretationown dataAneuploidies were adaptive per se and not because they allowed faster evolution of duplicated genes.
“indicating they have not accumulated new mutations since their duplication, and, therefore, that aneuploidies were adaptive per se and not because they allowed faster evolution of duplicated genes.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataAlthough the set of genes recurrently mutated during acquisition of resistance is rather limited (nine genes), the number of specific mutations is large and highly diverse and only partially covered by our experiment or clinical surveys.
“These results suggest that although the set of genes recurrently mutated during the acquisition of resistance is rather limited (nine genes), the number of specific mutations (i.e., which residue is mutated and what type of mutation occurs) is large and highly diverse and only partially covered by our experiment or clinical surveys.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataFluconazole resistance or the presence of aneuploidies are compatible with virulence.
“suggesting that flz resistance or the presence of aneuploidies are compatible with virulence.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe low overlap is expected from the large diversity of identified mutations in our experiments and is similarly low for mutations identified in actual clinical surveys.
“This low overlap is, however, expected from the actual large diversity of the identified mutations in our experiments (Figure S5B; Data S2 and S3) and is similarly low for mutations identified in actual clinical surveys (e.g., SENTRY6).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] Pfaller M.A. Diekema D.J. Turnidge J.D. Castanheira M. Jones R.N. Twenty Years of the SENTRY Antifungal Surveillance Program: Results for Candida Species From 1997-2016 Open Forum Infect. Dis. 6 Suppl 1 2019 S79 S94 30895218 PMC6419901 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAltered adhesion has been linked to azole resistance in C. glabrata.
“Altered adhesion has been linked to azole resistance in C. glabrata,35”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Vale-Silva L.A. Moeckli B. Torelli R. Posteraro B. Sanguinetti M. Sanglard D. Upregulation of the Adhesin Gene EPA1 Mediated by PDR1 in Candida glabrata Leads to Enhanced Host Colonization mSphere 1 2016 e00065-15 27303714 PMC4863579 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAlterations in the promoter region of the efflux pump CDR1 have already been reported in azole-resistant strains.
“Alterations in the promoter region of the efflux pump CDR1 have already been reported in azole-resistant strains,33,34”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [33] Tsai H.-F. Krol A.A. Sarti K.E. Bennett J.E. Candida glabrata PDR1, a transcriptional regulator of a pleiotropic drug resistance network, mediates azole resistance in clinical isolates and petite mutants Antimicrob. Agents Chemother. 50 2006 1384 1392 16569856 PMC1426987 source
Not checked in the free run.
- cites [34] Looi C.Y. D’ Silva E.C. Seow H.F. Rosli R. Ng K.P. Chong P.P. Increased expression and hotspot mutations of the multidrug efflux transporter, CDR1 in azole-resistant Candida albicans isolates from vaginitis patients FEMS Microbiol. Lett. 249 2005 283 289 16006060 source
Not checked in the free run.
May combine two claims.
Interpretationown dataERG3 alterations have a dual role in adaptation to anidulafungin and in the development of cross-resistance to fluconazole in C. glabrata.
“Our results support a dual role of ERG3 alterations in the adaptation to ani and in the development of cross-resistance to flz in C. glabrata.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationown dataVoriconazole could be a promising therapeutic alternative.
“Importantly, many flz-resistant strains were susceptible to vrz, which could be a promising therapeutic alternative.”
Quote in the paperSubstantial claim- Rests on an assumption: The in vitro drug concentrations and exposure regimens mimic clinical antifungal exposure.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe scarcity of sequenced genomes for MDR clinical strains and the lack of information on the treatment regime they were exposed to prevented assessment of how commonly this cross-resistance mechanism occurs in clinics.
“The scarcity of sequenced genomes for MDR clinical strains and the lack of information of the treatment regime they were exposed to (STAR Methods) prevented us from assessing how commonly this cross-resistance mechanism occurs in the clinics”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationERG3 mutations leading to depletion of ergosterol and accumulation of less toxic sterols when ERG11 is inhibited have been implicated in cross-resistance between azoles and polyenes in S. cerevisiae and C. albicans and between echinocandins and azoles in C. parapsilosis.
“ERG3 mutations leading to the depletion of ergosterol and the accumulation of less toxic sterols when ERG11 is inhibited have been implicated in cross-resistance between azoles and polyenes in S. cerevisiae and C. albicans40, 41, 42, 43 and between echinocandins and azoles in C. parapsilosis.44,45”
Quote in the paperNot a substantial claim0 of 6 sources checked- cites [40] Cowen L.E. Sanglard D. Howard S.J. Rogers P.D. Perlin D.S. Mechanisms of Antifungal Drug Resistance Cold Spring Harb. Perspect. Med. 5 2014 a019752 25384768 PMC4484955 source
Not checked in the free run.
- cites [41] Kelly S.L. Lamb D.C. Kelly D.E. Manning N.J. Loeffler J. Hebart H. Schumacher U. Einsele H. Resistance to fluconazole and cross-resistance to amphotericin B in Candida albicans from AIDS patients caused by defective sterol delta5,6-desaturation FEBS Lett. 400 1997 80 82 9000517 source
Not checked in the free run.
- cites [42] Martel C.M. Parker J.E. Bader O. Weig M. Gross U. Warrilow A.G.S. Rolley N. Kelly D.E. Kelly S.L. Identification and characterization of four azole-resistant erg3 mutants of Candida albicans Antimicrob. Agents Chemother. 54 2010 4527 4533 20733039 PMC2976150 source
Not checked in the free run.
- cites [43] 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. 67 2012 2131 2138 22678731 source
Not checked in the free run.
- cites [44] Rybak J.M. Dickens C.M. Parker J.E. Caudle K.E. Manigaba K. Whaley S.G. Nishimoto A.T. Luna-Tapia A. Roy S. Zhang Q. 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. 61 2017 e00651-17 28630186 PMC5571332 source
Not checked in the free run.
- cites [45] Papp C. Bohner F. Kocsis K. Varga M. Szekeres A. Bodai L. Willis J.R. Gabaldón T. Tóth R. Nosanchuk J.D. Triazole Evolution of Candida parapsilosis Results in Cross-Resistance to Other Antifungal Drugs, Influences Stress Responses, and Alters Virulence in an Antifungal Drug-Dependent Manner mSphere 5 2020 e00821-20 33115837 PMC7593601 source
Not checked in the free run.
May combine two claims.
Interpretationown dataFluconazole resistance may be common after the failure of anidulafungin therapy, so that fluconazole treatment following anidulafungin may also result in therapy failure.
“our data suggest that flz resistance may be common after the failure of ani therapy, so that flz treatment following ani may also result in therapy failure.”
Quote in the paperSubstantial claim- Rests on an assumption: The in vitro drug concentrations and exposure regimens mimic clinical antifungal exposure.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationResistance to fluconazole is often spontaneously acquired in C. glabrata by partial or total loss of mitochondrial DNA, rendering a petite phenotype.
“Resistance to flz is often spontaneously acquired in C. glabrata by partial or total loss of mitochondrial DNA, rendering a so-called petite phenotype.30”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Kaur R. Castaño I. Cormack B.P. Functional genomic analysis of fluconazole susceptibility in the pathogenic yeast Candida glabrata: roles of calcium signaling and mitochondria Antimicrob. Agents Chemother. 48 2004 1600 1613 15105111 PMC400560 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe 12 strains of C. glabrata used in this study include 11 clinical strains previously analyzed and one commensal strain SLL2_glab.
“The 12 strains of C. glabrata used in this study are listed in the key resources table. Eleven clinical strains had been previously analyzed for several phenotypic characteristics, including susceptibility to various drugs.20 In addition, they have been shown to belong to seven genetically distinct clades. The remaining strain (SLL2_glab) was isolated from an oral wash of a healthy individual from”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Carreté L. Ksiezopolska E. Pegueroles C. Gómez-Molero E. Saus E. Iraola-Guzmán S. Loska D. Bader O. Fairhead C. Gabaldón T. Patterns of genomic variation in the opportunistic pathogen Candida glabrata suggest the existence of mating and a secondary association to the human host Curr. Biol 28 2018 15 27.e7 29249661 PMC5772174 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThese findings are consistent with a recent report of fluconazole cross-resistance in ani-adapted C. glabrata isolates.
“Importantly, these findings are consistent with a recent report of flz cross-resistance in ani-adapted C. glabrata isolates.38”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [38] Hatwig C. Balbueno E.A. Bergamo V.Z. Pippi B. Fuentefria A.M. Silveira G.P. Multidrug-resistant Candida glabrata strains obtained by induction of anidulafungin resistance in planktonic and biofilm cells Braz. J. Pharm. Sci. 55 2019 10.1590/s2175-97902019000218025 source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationThe trailing effect has been reported with azoles and Candida species.
“This effect has been reported with azoles and Candida species.65, 66, 67”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [65] Zomorodian K. Bandegani A. Mirhendi H. Pakshir K. Alinejhad N. Poostforoush Fard A. In Vitro Susceptibility and Trailing Growth Effect of Clinical Isolates of Candida Species to Azole Drugs Jundishapur J. Microbiol. 9 2016 e28666 27127587 PMC4841996 source
Not checked in the free run.
- cites [66] Rueda C. Puig-Asensio M. Guinea J. Almirante B. Cuenca-Estrella M. Zaragoza O. CANDIPOP Project from GEIH-GEMICOMED (SEIMC) and REIPI Evaluation of the possible influence of trailing and paradoxical effects on the clinical outcome of patients with candidemia Clin. Microbiol. Infect. 23 2017 49.e1 49.e8 27677697 source
Not checked in the free run.
- cites [67] Marcos-Zambrano L.J. Escribano P. Sánchez-Carrillo C. Bouza E. Guinea J. Scope and frequency of fluconazole trailing assessed using EUCAST in invasive Candida spp. isolates Med. Mycol. 54 2016 733 739 27161788 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAcquisition of ERG3 mutations upon echinocandin exposure has been described in C. auris.
“In addition, acquisition of ERG3 mutations upon echinocandin exposure has also been described in C. auris.46”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Carolus H. Pierson S. Muñoz J.F. Subotić A. Cruz R.B. Cuomo C.A. Van Dijck P. Genome-wide analysis of experimentally evolved Candida auris reveals multiple novel mechanisms of multidrug-resistance mBio 12 2020 e03333-20 PMC8092288 33820824 source
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe observed CDR1 mutations increase azole efflux and thus decrease fluconazole susceptibility.
“We propose that the observed CDR1 mutations increase azole efflux and thus decrease flz susceptibility.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningrAUC values provided a continuous estimate of resistance, better suited for quantitative analyses.
“However, rAUC values provided a continuous estimate of resistance, which is better suited for quantitative analyses (such as those of Figures 2E and 7C).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningERG4, similar to ERG3, may influence resistance to fluconazole.
“ERG4 is another gene involved in the ergosterol biosynthesis pathway, which, similar to ERG3, may influence resistance to flz.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationSusceptibility tests were performed in at least three replicates following the EUCAST E.DEF 7.3.1 protocol.
“Susceptibility tests were performed in at least three replicates following the EUCAST E.DEF 7.3.1. protocol.64”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Arendrup M.C. Cuenca-Estrella M. Lass-Flörl C. Hope W. EUCAST-AFST EUCAST technical note on the EUCAST definitive document EDef 7.2: method for the determination of broth dilution minimum inhibitory concentrations of antifungal agents for yeasts EDef 7.2 (EUCAST-AFST) Clin. Microbiol. Infect. 18 2012 E246 E247 22563750 source
Not checked in the free run.
May combine two claims.
InterpretationreasoningAlthough the set of genes altered during adaptation may be limited, the diversity of possible resistance-conferring mutations in each affected gene is very large.
“our results suggest that although the set of genes altered during the process of adaptation may be limited, the diversity of possible resistance-conferring mutations in each of the affected genes is very large.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCell membrane modifications related to changes in ergosterol production affect the structure and composition of the cell wall.
“it has been reported that cell membrane modifications related to changes in ergosterol production affect the structure and composition of the cell wall.47”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Lesage G. Bussey H. Cell wall assembly in Saccharomyces cerevisiae Microbiol. Mol. Biol. Rev. 70 2006 317 343 16760306 PMC1489534 source
Not checked in the free run.
May combine two claims.
Interpretationown dataThese results support selection for ERG3 mutations only during anidulafungin treatment and point to a possible explanation for the lack of clinical cases showing this alteration.
“These results support the selection for ERG3 mutations only during ani treatment and point to a possible explanation for the lack of clinical cases showing this alteration.”
Quote in the paperSubstantial claim- Rests on an assumption: The fitness cost of ERG3 mutants measured in vitro and in G. mellonella reflects their fitness in human hosts.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationERG3 deletion in C. glabrata does not affect fluconazole susceptibility.
“earlier work showing that ERG3 deletion in C. glabrata does not affect flz susceptibility.29”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Geber A. Hitchcock C.A. Swartz J.E. Pullen F.S. Marsden K.E. Kwon-Chung K.J. Bennett J.E. Deletion of the Candida glabrata ERG3 and ERG11 genes: effect on cell viability, cell growth, sterol composition, and antifungal susceptibility Antimicrob. Agents Chemother. 39 1995 2708 2717 8593007 PMC163017 source
Not checked in the free run.
May combine two claims.
Interpretationown dataSample P35_10E_FinA has two reciprocal inverted interchromosomal breakpoints between close positions of ChrG (breaking the FKS1 CDS) and ChrM, interpreted as an inverted balanced translocation.
“This approach yielded one sample (P35_10E_FinA) with two reciprocal inverted interchromosomal breakpoints between close positions (less than 200 bp apart) of chromosome (Chr) G (breaking the CDS of FKS1) and ChrM. These were called as two independent unbalanced translocations, but we interpret them as an inverted balanced translocation between the two chromosomes.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataTaken together, the results suggest that complex structural variation may contribute to drug resistance and that breakpoint calling can explain the precise events leading to CNV and aneuploidies.
“Taken together, these results suggest that complex structural variation may contribute to drug resistance. They also show how breakpoint calling can explain the precise events leading to CNV and aneuploidies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningThe mixed chromosome in EB0911 is much shorter than the reference ChrI, perhaps resulting in a lower fitness cost of this aneuploidy.
“Interestingly, this chromosome is much shorter than the reference ChrI, perhaps resulting in a lower fitness cost of this aneuploidy.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe presence and absence of ERG3 mutations was confirmed by Sanger sequencing.
“Presence and absence of ERG3 mutations was confirmed by Sanger sequencing.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAll genomic rearrangements discussed in the text were positively confirmed with PCR.
“Presence of all the GRs discussed in the text was confirmed with PCR using primers specifically designed to provide amplicons only in the presence of the GR (translocations) or with a different size (deletions). Results are presented in Figure S3F. All events were positively confirmed.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe low overlap between the mutations described here and clinical isolates is expected and comparable to other datasets of well-known resistance-conferring mutations.
“However, this low overlap is expected and comparable to other datasets of well-known resistance-conferring mutations.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningThe conservative approach of defining GRs as those where no breakend matched a breakend in any parent ensures high confidence in the final set of variants.
“This is an extremely conservative approach (as most called breakends in the parents may be false positives) to ensure high confidence in our final set of variants.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAll these rearrangements were confirmed through PCR.
“We confirmed all these rearrangements through PCR (see below).”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataAn unbalanced translocation explains the partial duplication of ChrE in CBS138_9F_FLZ, with the right arm of ChrE duplicated and attached to ChrJ, replacing the left-end at the breakpoint; the configuration is proposed to result from a pre-existing rearrangement in the WT strain.
“We found an unbalanced translocation explaining the partial duplication of ChrE in CBS138_9F_FLZ.”
- Also stated in: § Method details · hedged
“We propose that this configuration is the result of a pre-existing rearrangement in the WT strain, which explains why the deleted region does not span the entire left-end of the chromosome.”
- Also stated in: § Method details · plain
“Accordingly, the ChrE breakend was called heterozygous, while the ChrJ was haploid (Figure S3D).”
Quote in the paperNot a substantial claim- Also stated in: § Method details · hedged
May combine two claims.
Interpretationown dataFor BG2_11H_ANI, although MIC is in the WT range, visual inspection of the flz concentration-versus-fitness curve showed a trailing effect around 50% of growth, implying increased resistance.
“Although MIC is in the WT range, visual inspection of the flz concentration-versus-fitness curve showed a trailing effect around 50% of growth (Figure S7C), implying increased resistance.”
Quote in the paperSubstantial claim
The paper relies on this without support.
The genetic underpinnings of multidrug resistance in C. glabrata are poorly understood.
“In addition, the genetic underpinnings of MDR in this pathogen are poorly understood.”
The paper relies on this without support.
The fitness cost of ERG3 mutants measured in vitro and in G. mellonella reflects their fitness in human hosts.
“These results support the selection for ERG3 mutations only during ani treatment and point to a possible explanation for the lack of clinical cases showing this alteration.”
“Competition assays between strains carrying the WT and the mutated ERG3 allele showed a competitive disadvantage of ERG3 mutants in the absence of drug treatment, but an advantage in the presence of ani.”
The paper relies on this without support.
The in vitro drug concentrations and exposure regimens mimic clinical antifungal exposure.
“Starting with 4 μg/mL flz and 0.016 μg/mL ani, the experiments finished after 54 days, 18 passages with drugs, and 9 increments in drug concentrations.”
“our results can inform future clinical trials or therapy guidelines.”
The paper relies on this without support.
Some antifungal drugs lack established clinical resistance breakpoints.
“Some of these drugs lack established clinical resistance breakpoints, which did not allow a direct identification of resistant isolates.”
The authors state this as an assumption.
Positive transformants from the ERG3 alteration transformation would exhibit increased resistance to fluconazole.
“The first approach involved the transformation of a fragment containing the ERG3 alteration and assumption that the positive transformants would exhibit increased resistance to fluconazole, hence the transformation was followed by selection on agar plates containing fluconazole.”
The paper relies on this without support.
The flz evolved progeny strain 3H_FLZ presents chromosomal duplications of ChrE and ChrI.
“where the second presents chromosomal duplications (ChrE and ChrI).”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Strong resistance to echinocandins arises primarily through mutations in FKS1 and FKS2, the latter of which depends on calcineurin and the Crz1 transcription factor for maximal expression.
“However, strong resistance to echinocandins arises primarily through mutations in the two targets, encoded by FKS1 and FKS2 (23, 24), the latter of which depends on calcineurin and the Crz1 transcription factor for maximal expression (25).”
From Echinocandin tolerance and persistence <i>in vitro</i> are regulated by calcineurin signaling in <i>Candida glabrata</i> (2026) · cites this paper as [24]
In experimental evolution with C. glabrata, all 121 anidulafungin-resistant lineages harboured non-synonymous mutations in FKS genes, with mutations preferentially occurring in FKS2 as opposed to FKS1.
“A recent study leveraging experimental evolution with C. glabrata generated 121 anidulafungin-resistant lineages. Intriguingly, all 121 strains harboured non-synonymous mutations in FKS genes, with mutations preferentially occurring in FKS2 as opposed to FKS136.”
From Molecular mechanisms governing antifungal drug resistance (2023) · cites this paper as [36]
22% of FKS mutations in the C. glabrata experimental evolution study were identified outside well-characterized hot-spot regions.
“Although most mutations were identified in well-characterized hot-spot regions, 22% of FKS mutations were identified elsewhere in the open reading frame, highlighting the importance of monitoring the contribution of mutations across the entirety of the FKS genes as opposed to simply focusing on hot-spot regions.”
From Molecular mechanisms governing antifungal drug resistance (2023) · cites this paper as [36]
Mutations in ERG3 can be acquired upon echinocandin exposure in vitro and confer cross-resistance to fluconazole in C. glabrata.
“While the role of ERG3 mutations in azole resistance has been less evident in C. glabrata, recent work demonstrated that mutations in ERG3 can be acquired upon echinocandin exposure in vitro and confer cross-resistance to fluconazole36.”
From Molecular mechanisms governing antifungal drug resistance (2023) · cites this paper as [36]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
ANIFLZ survivor count conflicts with the reported deaths
MajorFigure 1 describes 48 ANIFLZ populations. If 21 died, 27 survived, but the methods list only 21 analyzed ANIFLZ samples. This changes the reported number of populations that adapted to simultaneous treatment.
“However, when simultaneously exposed to both drugs, 21 populations (43.75%) died”
“the total number of analyzed samples was as follows: 48 FLZ, 47 FinA, 47 ANI, 48 AinF, 21 ANIFLZ and 48 YPD.”
Final fluconazole concentration differs between sections
MinorThe Figure 1 caption gives the final fluconazole concentration as 196 μg/mL, whereas the evolution methods give 192 μg/mL.
“up to 4 and 196 μg/mL ani and flz, respectively”
“from 4 μg/mL and 0.016 μg/mL to 192 μg/mL and 4 μg/mL, respectively”
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Global and Multi-National Prevalence of Fungal Diseases-Estimate Precision
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Distinguishing mutants that resist drugs via different mechanisms by examining fitness tradeoffs
Schmidlin, K., Apodaca, S., Newell, D., Sastokas, A., Kinsler, G., & Geiler‐Samerotte, K. (2024) · eLife · doi:10.7554/elife.94144 · Cited by 8 · see citing works
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“However, strong resistance to echinocan dins arises primarily through mutations in the two targets, encoded by FKS1 and FKS2 (23, 24), the latter of which depends on calcineurin and the Crz1 transcription factor for maximal expression (25).”
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PerSVade: Personalized Structural Variation detection in your species of interestPreprint
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Factors Affecting Drug Resistance and Virulence in Fungal Pathogen
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Uncovering actionable trade-offs of antifungal resistance in a yeast pathogen
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Unravelling novel molecular targets of Thymol and Carvacrol in Candida glabrata
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The Activity of Nourseothricin Against Drug-Resistant Bacteria
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- Authors
- Ksiezopolska, E., Schikora-Tamarit, M. À., Beyer, R., Nunez-Rodriguez, J. C., Schüller, C., & Gabaldón, T.
- Affiliations
- Barcelona Supercomputing Center (ES)
- BOKU University (AT)
- Institució Catalana de Recerca i Estudis Avançats (ES)
- Corresponding author
- Gabaldón, Toni
- ORCID
- Venue
- Current Biology
- Publisher
- Elsevier BV
- Published
- 2021-12
- Volume
- 31
- Issue
- 23
- Pages
- 5314-5326.e10
- ISSN
- 0960-9822 (ISSN-L)
- PMC
- PMC8660101
- OpenAlex
- W3209188300
- Semantic Scholar
- bb3a9a62eb40b15751b977c88a7059506212200b
- Cited by
- 107
- References
- 75
- Citations by year
- 2026: 15 · 2025: 17 · 2024: 38 · 2023: 22 · 2022: 12 · 2021: 3
- FWCI
- 5.94
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Current Biology (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- UPCommons institutional repository (Universitat Politècnica de Catalunya) (submittedVersion, cc-by-nc-nd)
- Topics
- Health Sciences › Medicine › Infectious Diseases › Antifungal resistance and susceptibility
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Fungal and yeast genetics research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Keywords
- Candida glabrata, antifungal resistance, multidrug resistance, fluconazole resistance, cross-resistance, mutational signatures, fitness cost of resistance
- MeSH terms
- Anidulafungin, Antifungal Agents, Microbial Sensitivity Tests, Mutation, Fluconazole, Drug Resistance, Multiple, Drug Resistance, Fungal, Candida glabrata
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