Cited by 79Fungal Infections and StudiesEvolution and Genetic DynamicsFungal and yeast genetics research

Natural mismatch repair mutations mediate phenotypic diversity and drug resistance in Cryptococcus deuterogattii

Open access
Billmyre, R Blake, Clancey, Shelly Applen, Heitman, Joseph·2017·eLife

Published version of a preprint

Abstract

Pathogenic microbes confront an evolutionary conflict between the pressure to maintain genome stability and the need to adapt to mounting external stresses. Bacteria often respond with elevated mutation rates, but little evidence exists of stable eukaryotic hypermutators in nature. Whole genome resequencing of the human fungal pathogen Cryptococcus deuterogattii identified an outbreak lineage characterized by a nonsense mutation in the mismatch repair component MSH2. This defect results in a moderate mutation rate increase in typical genes, and a larger increase in genes containing homopolymer runs. This allows facile inactivation of genes with coding homopolymer runs including FRR1, which encodes the target of the immunosuppresive antifungal drugs FK506 and rapamycin. Our study identifies a eukaryotic hypermutator lineage spread over two continents and suggests that pathogenic eukaryotic microbes may experience similar selection pressures on mutation rate as bacterial pathogens, particularly during long periods of clonal growth or while expanding into new environments.

AI snapshot

Written from the paper’s full text.

TL;DR

A natural frameshift in MSH2 defines a Cryptococcus deuterogattii VGIIa-like lineage with a moderate hypermutator phenotype, especially at coding homopolymer runs, enabling rapid drug resistance and phenotypic switching. The lineage is derived, spans two continents, and hypermutation is deleterious in rich conditions but advantageous under antifungal stress, without directly causing the Pacific Northwest outbreak.

Key findings

  • VGIIa-like isolates NIH444, ICB107, and CBS7750 share a single-base deletion in MSH2 (del131) causing a frameshift and premature stop; 5-FOA resistance mutation rate increased 4.4-fold (CBS7750) to 6.6-fold (ICB107) versus VGIIa R265.
  • Homopolymer runs were highly unstable: homopolymer indels accounted for 45.3% of private ICB107 variants versus 0.84% in the R272 branch. NIH444 showed a >120-fold increase in FK506/rapamycin resistance versus R265, mostly single-base indels in the FRR1 7C run; CBS7750 already carried a fixed 1-bp deletion in FRR1 and was completely resistant.
  • The hypermutator phenotype co-segregated with msh2 del131 in 14 spores from an NIH444 × R265a cross after resolving aneuploidy, and two independent MSH2 deletions in R265 recapitulated it. Hypermutation also allowed ade2 inactivation and reversion, with 37/42 (88%) white colonies showing direct reversion to adenine prototrophy.
  • MSH2 deletion did not directly alter murine virulence; VGIIa-like strains had high-temperature growth defects, and competition assays showed modest growth defects at 30°C/37°C but a dramatic advantage under FK506/rapamycin at 37°C. Phylogeny indicated the VGIIa-like lineage is derived and parallel, not ancestral to the VGIIa outbreak.

Methods

  • Whole-genome resequencing and variant analysis: genomes mapped to the V2 R265 reference, variants called with GATK HaplotypeCaller (haploid), homopolymer context annotated, private variants extracted, and maximum parsimony phylogenies built in MEGA6.
  • Phenotypic assays: fluctuation assays with ten independent cultures for 5-FOA at 30°C or FK506/rapamycin at 37°C, mutation rates calculated by FALCOR maximum likelihood; semi-quantitative swab assays; co-culture competitions; and murine intranasal virulence assays in A/J mice with 5 × 10^4 cells and ten animals per group.
  • Genetic validation: NIH444 × R265a cross with 14 viable spores, MSH2 typing, two independent MSH2 deletions in R265 via biolistic transformation, and ADE2 locus sequencing.

Limitations

  • Stated in the paper: C. deuterogattii matings are less fertile, yielding only 14 viable spores; 8/14 progeny were aneuploid, causing temperature sensitivity that initially masked the hypermutator phenotype in two spores; ICB107 could not be assayed for FK506/rapamycin resistance because it grew poorly at 37°C.
  • Evident from the design: the natural hypermutator lineage is represented by only three VGIIa-like isolates; genome-wide mutation spectrum analysis focused on one hypermutator branch (ICB107) and one outgroup branch (R272); virulence comparisons used de novo msh2 deletions in R265 rather than all natural VGIIa-like strains, so direct virulence effects of the natural allele and background are not fully isolated.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.7554/elife.28802

Cites

Statistics

Nothing to recompute.

Claims the paper makes

0 of 38 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    The MSH2 defect results in a larger mutation rate increase in genes containing homopolymer runs.

    “This defect results in a moderate mutation rate increase in typical genes, and a larger increase in genes containing homopolymer runs.”
    Quote in the paperSubstantial claim
  • Findingown data

    Whole genome resequencing of the human fungal pathogen Cryptococcus deuterogattii identified an outbreak lineage characterized by a nonsense mutation in the mismatch repair component MSH2.

    “Whole genome resequencing of the human fungal pathogen Cryptococcus deuterogattii identified an outbreak lineage characterized by a nonsense mutation in the mismatch repair component MSH2.”
    Quote in the paperSubstantial claim
  • Findingown data

    The MSH2 defect results in a moderate mutation rate increase in typical genes.

    “This defect results in a moderate mutation rate increase in typical genes, and a larger increase in genes containing homopolymer runs.”
    Quote in the paperSubstantial claim
  • Findingown data

    The study identifies a eukaryotic hypermutator lineage spread over two continents.

    “Our study identifies a eukaryotic hypermutator lineage spread over two continents”
    Quote in the paperSubstantial claim
  • Findingown data

    All three VGIIa-like isolates showed defects in high temperature growth, varying from minor defects in NIH444 to moderate defects in CBS7750 to severe defects in ICB107.

    “All three isolates showed defects in high temperature growth, varying from minor defects in NIH444, the isolate with the shortest branch to R265, to moderate defects in CBS7750, the isolate with an intermediate length branch, and finally severe defects in ICB107, the isolate with the longest branch affected by the hypermutator (Figure 7B).”
    Quote in the paperSubstantial claim
  • May combine two claims. 53
  • Classified as probably not a substantial claim. 55
  • The quote only partly states this claim. 1
  • May combine two claims.

    Findingown data

    This single base deletion occurs within an early exon of MSH2 and results in a nonsense mutation, with both an out of frame message and an early stop codon present in the predicted transcript.

    “This single base deletion occurs within an early exon of MSH2 and results in a nonsense mutation, with both an out of frame message and an early stop codon present in the predicted transcript (Figure 1C).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingown data

    The VGIIa-like sublineage is composed of three isolates: NIH444, ICB107, and CBS7750.

    “The VGIIa-like sublineage is composed of three isolates: NIH444, a clinical isolate from Seattle in 1975, well before the start of the outbreak; ICB107, a clinical isolate from Brazil in 1981; and CBS7750, an environmental isolate from California in 1990.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The longest homopolymer run in the URA5 locus contains only four bases, which is predicted to be relatively stable and among the coding genes with relatively shorter homopolymer runs.

    “The longest homopolymer run in the URA5 locus contains only four bases, which is predicted to be both relatively stable and among the coding genes with relatively shorter homopolymer runs (Figure 3C).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    A spontaneous ade2 mutant was fortuitously identified based on its classic red pigmentation during growth of the msh2Δ::NEO strains.

    “During growth of the msh2Δ::NEO strains a spontaneous ade2 mutant was fortuitously identified based on its classic red pigmentation (Figure 6A).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    All 14 progeny demonstrated unique SNP profiles and only one SNP demonstrated inheritance congruent with the hypermutator phenotype: a SNP on scaffold 3 that was linked to the msh2 del131 indel (~175 kb).

    “All 14 progeny demonstrated unique SNP profiles and only one SNP demonstrated inheritance congruent with the hypermutator phenotype: a SNP on scaffold 3 that was linked to the msh2 del131 indel (~175 kb) (Figure 5E).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    One white derivative had reverted the original mutation, while the second had eliminated production of the red intermediate but had not reverted the original ade2 mutation.

    “One white derivative had reverted the original mutation (RBB23), while the second had eliminated production of the red intermediate but had not reverted the original ade2 mutation (RBB24).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    R265 primarily acquired resistance through substitutions, while NIH444 almost exclusively underwent single base additions or single base deletions, all within the 7C homopolymer run.

    “while R265 still primarily acquired resistance through substitutions, NIH444 now almost exclusively underwent single base additions or single base deletions, all within the 7C homopolymer run (R265 vs NIH444, p=0.0003, Fisher's Exact Test).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In multiple replicates the hypermutator rapidly acquired resistance and overtook the entire co-culture.

    “In multiple replicates the hypermutator rapidly acquired resistance and overtook the entire co-culture.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    All of the progeny from this mating had an unusually high rate of aneuploidy with 8 of the 14 progeny aneuploid for at least one scaffold/chromosome.

    “all of the progeny from this mating had an unusually high rate of aneuploidy with 8 of the 14 progeny aneuploid for at least one scaffold/chromosome (Figure 5—source data 1).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Five of the msh2 del131 strains displayed the predicted hypermutator phenotype, while two spores (#4 and 5) appeared wildtype despite inheritance of a defective copy of MSH2.

    “While five of the msh2 del131 strains displayed the predicted hypermutator phenotype, surprisingly two of the spores (#4 and 5) appeared wildtype despite inheritance of a defective copy of MSH2.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Direct reversion to functional adenine biosynthesis was more common than additional inactivating mutations, with 37/42 (88%) white colonies demonstrating adenine prototrophy.

    “direct reversion to functional adenine biosynthesis was more common than additional inactivating mutations, with 37/42 (88%) white colonies demonstrating adenine prototrophy (Figure 6E).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Shifts in homopolymer runs in the R272 branch account for only 0.84% of the variants, while in ICB107 they account for 45.3%, exceeding even the proportion of SNPs.

    “While shifts in homopolymer runs in the R272 branch account for only 0.84% of the variants, in ICB107 they account for 45.3%, exceeding even the proportion of SNPs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The VGIIa-like hypermutator is derived and not ancestral to the Pacific Northwest outbreak.

    “The VGIIa-like hypermutator is derived and not ancestral to the Pacific Northwest outbreak.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Whole genome sequencing confirmed that both segregants carried an extra copy of one chromosome, suggesting that a 1N + 1 aneuploidy was causing temperature sensitivity.

    “Whole genome sequencing confirmed that both segregants carried an extra copy of one chromosome, suggesting that a 1N + 1 aneuploidy was causing temperature sensitivity (Figure 5B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Longer base runs appear to be less stable than shorter runs, as approximately 24% of the mutations occur within the context of a nine base homopolymer run.

    “it is apparent that longer base runs appear to be less stable than shorter runs, as approximately 24% of the mutations occur within the context of a nine base homopolymer run (Figure 3C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    These indels resulted in nonsense mutations and resistance to both FK506 and rapamycin.

    “These indels resulted in nonsense mutations and resistance to both FK506 and rapamycin.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    While a high rate of transitions as compared to transversions was maintained in the hypermutator branch, there was a slight reduction in the frequency of A->G and T->C mutations relative to C->T and G->A mutations.

    “While a high rate of transitions as compared to transversions was maintained in the hypermutator branch, there was a slight reduction in the frequency of A->G and T->C mutations relative to C->T and G->A mutations (Figure 3A).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    These hypermutator strains were isolated over a period of fifteen years from two different continents and include both clinical and environmental strains.

    “These strains were isolated over a period of fifteen years from two different continents and include both clinical and environmental strains.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Growth defects were observed for the msh2 mutants at either 30°C or 37°C, suggesting that the msh2 mutation is deleterious under rich growth conditions.

    “Instead, growth defects were observed for the msh2 mutants at either 30°C or 37°C, suggesting that the msh2 mutation is deleterious under rich growth conditions (Figure 7C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation

    The mutation spectrum was similar to that in S. cerevisiae, as homopolymer run indels were responsible almost exclusively for mutations within run-containing genes in msh2 mutants, but not in wildtype strains.

    “The mutation spectrum was also similar, as homopolymer run indels were responsible almost exclusively for mutations within run-containing genes in msh2 mutants, but not in wildtype strains as previously reported in S. cerevisiae (Tran et al., 1997).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Tran et al., 1997

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    Hypermutators can allow both inactivating mutations in genes, and reversion of those mutations to the wildtype.

    “We also showed that hypermutators can allow both inactivating mutations in genes, and reversion of those mutations to the wildtype.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    Mismatch repair-defective mutator strains are characterized by particularly high rates of slippage within homopolymer runs, and these occur at run lengths that are common within fungal genomes.

    “Mismatch repair-defective mutator strains are characterized by particularly high rates of slippage within homopolymer runs, and these occur at run lengths that are common within fungal genomes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    The most severe temperature defect was observed in ICB107, a strain isolated from a patient in Brazil and also the strain with the largest number of mutations separating it from the VGIIa group, which would support the second hypothesis.

    “The most severe temperature defect was observed in ICB107, a strain isolated from a patient in Brazil and also the strain with the largest number of mutations separating it from the VGIIa group, which would support the second hypothesis.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisenone given

    The FRR1 gene encodes the FKBP12 homolog responsible for the antifungal action of both FK506 and rapamycin and has a run of seven cytosines (7C) within its coding region.

    “the FRR1 gene that encodes the FKBP12 homolog responsible for the antifungal action of both FK506 and rapamycin has a run of seven cytosines (7C) within its coding region.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    The msh2 defect results in dramatic phenotypic diversity from inactivation and possibly also activation or reactivation of genes.

    “We predict that this results in dramatic phenotypic diversity from inactivation and possibly also activation or reactivation of genes.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    FRR1 is an appropriate locus to test the effect of mismatch repair mutants on homopolymers containing genes.

    “suggesting that FRR1 is an appropriate locus to test the effect of mismatch repair mutants on homopolymers containing genes (Figure 3C).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Mating could reintroduce a functional MSH2 allele.

    “Likewise, mating could also reintroduce a functional MSH2 allele.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Antifungal treatment and transitions from environment to host are likely to provide opportunities for adaptive mutation and favor mutator alleles.

    “Antifungal treatment and transitions from environment to host are likely to provide opportunities for adaptive mutation and favor mutator alleles.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    This may represent an unselected drug resistance phenotype potentiated by the msh2 defect.

    “This may represent an unselected drug resistance phenotype potentiated by the msh2 defect.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The majority of 5-FOA resistance in Cryptococcus neoformans is acquired through mutation of URA5.

    “The majority of 5-FOA resistance in Cryptococcus neoformans is acquired through mutation of URA5 (Kwon-Chung et al., 1992)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kwon-Chung et al., 1992

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Elevated mutation rates are a common adaptive mechanism in bacteria, but are typically thought of as transient states that allow beneficial mutations in the short term but are selected against in the long term.

    “Elevated mutations rates are a common adaptive mechanism in bacteria, but are typically thought of as transient states that allow beneficial mutations in the short term but are selected against in the long term (Wielgoss et al., 2013).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wielgoss et al., 2013

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In the rare cases where the incompatible arrangement is found in nature, additional suppressors have arisen to restore wildtype mutation rate, suggesting that hypermutator phenotypes may not be tolerated over long periods of time.

    “However, in the rare cases where the incompatible arrangement is found in nature, additional suppressors have arisen to restore wildtype mutation rate, suggesting that hypermutator phenotypes may not be tolerated over long periods of time (Bui et al., 2017; Skelly et al., 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Bui et al., 2017

      Not checked in the free run.

    • cites Skelly et al., 2017

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Bacteria solve the problem of transient mutator states through horizontal gene transfer of genes from the mismatch repair pathway, allowing the initial beneficial mutation to be separated from the deleterious mutator allele.

    “Bacteria solve this problem through horizontal gene transfer of genes from the mismatch repair pathway, allowing the initial beneficial mutation to be separated from the deleterious mutator allele (Denamur et al., 2000).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Denamur et al., 2000

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Hypermutator phenotypes are not limited to prokaryotes, but may represent a frequent avenue to evolutionary change and phenotypic diversity in eukaryotic microbes.

    “This work suggests that hypermutator phenotypes are not limited to prokaryotes, but may represent a frequent avenue to evolutionary change and phenotypic diversity in eukaryotic microbes as well.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In S. cerevisiae, incompatible alleles of PMS1 and MLH1 result in elevated mutation rates if present in combination.

    “In S. cerevisiae, incompatible alleles of PMS1 and MLH1 result in elevated mutation rates if present in combination (Heck et al., 2006; Bui et al., 2015).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Heck et al., 2006

      Not checked in the free run.

    • cites Bui et al., 2015

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In bacteria, the hypermutator state is often transient and wildtype mismatch repair is often restored via horizontal gene transfer.

    “In bacteria, the hypermutator state is often transient and wildtype mismatch repair is often restored via horizontal gene transfer (Denamur et al., 2000).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Denamur et al., 2000

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In this model, thermotolerance could be selected by high ambient temperatures in a non-host environment.

    “In this model, thermotolerance could be selected by high ambient temperatures in a non-host environment (Casadevall et al., 2003).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Casadevall et al., 2003

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    As the VGIIa outbreak strains continue to adapt to the Pacific Northwest, they will gradually lose virulence potential, like the VGIIa-like lineage, making the outbreak self-limiting over time.

    “This could suggest that as the VGIIa outbreak strains continue to adapt to the Pacific Northwest, they will gradually lose virulence potential, like the VGIIa-like lineage, making the outbreak self-limiting over time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    This is congruent with the fact that NIH444 has the shortest divergence from the VGIIa clonal group, while CBS7750 and ICB107 have much longer branches, and is also congruent with the high temperature growth defects we observed.

    “This is congruent with the fact that NIH444 has the shortest divergence from the VGIIa clonal group, while CBS7750 and ICB107 have much longer branches, and is also congruent with the high temperature growth defects we observed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A contributing factor is likely the highly biased mating type distribution in C. deuterogattii, as the vast majority of C. deuterogattii isolates are MATα, with only a handful of MATa isolates described globally.

    “A contibuting factor is likely the highly biased mating type distribution in C. deuterogattii, as the vast majority of C. deuterogattii isolates are MATα, with only a handful of MATa isolates described globally (Byrnes et al., 2010).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Byrnes et al., 2010

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

    Interpretationreasoning

    An alternate hypothesis is that ploidy may play a role in the success of mutator strains.

    “An alternate hypothesis is that ploidy may play a role in the success of mutator strains.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: C. deuterogattii, C. neoformans, and C. glabrata exist primarily as haploids in nature, while S. cerevisiae is predominantly a diploid.
  • May combine two claims.

    Premisecitation

    C. deuterogattii is characterized by long periods of mitotic clonal expansion and only intermittent sexual crosses.

    “We previously described C. deuterogattii as a species characterized by long periods of mitotic clonal expansion and only intermittent sexual crosses (Billmyre et al., 2014).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Billmyre et al., 2014

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Moving from a tropical/sub-tropical environment in South America to the more temperate climate of the Pacific Northwest may relieve this high temperature selection.

    “Moving from a tropical/sub-tropical environment in South America to the more temperate climate of the Pacific Northwest may relieve this high temperature selection.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    Elevated mutation rates may be selected for by Red Queen interactions with a host, meaning that pathogens like C. glabrata that grow only in association with their hosts would experience higher mutation rates than facultative pathogens like C. deuterogattii, or effectively nonpathogenic yeasts like S. cerevisiae.

    “Elevated mutation rates may be selected for by Red Queen interactions with a host, meaning that pathogens like C. glabrata that grow only in association with their hosts would experience higher mutation rates than facultative pathogens like C. deuterogattii, or effectively nonpathogenic yeasts like S. cerevisiae.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    This unisexual cycle can result in both de novo variation, but also recombination and admixture at similar levels to that observed in typical bisexual crosses.

    “This unisexual cycle can result in both de novo variation, but also recombination and admixture at similar levels to that observed in typical bisexual crosses (Ni et al., 2013; Lin et al., 2005; Sun et al., 2014).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Ni et al., 2013

      Not checked in the free run.

    • cites Lin et al., 2005

      Not checked in the free run.

    • cites Sun et al., 2014

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A putative recurrent infection of Cryptococcus neoformans was recently demonstrated to contain nonsense mutations in MSH2, MSH5, and RAD5, predicted to result in a mutator phenotype.

    “In fact, a putative recurrent infection of Cryptococcus neoformans was recently demonstrated to contain nonsense mutations in MSH2, MSH5, and RAD5, predicted to result in a mutator phenotype (Rhodes et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rhodes et al., 2017

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Two independent transformations of independent overnight cultures of R265 were carried out to isolate independent mutants.

    “Two independent transformations of independent overnight cultures of R265 were carried out to isolate independent mutants.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Boyce et al. observed loss of ability to grow at high temperatures in one of three replicates of msh2 mutants in an experimental evolution assay, like that observed here in the VGIIa-like hypermutator clade.

    “Interestingly, this study also observed loss of ability to grow at high temperatures in one of three replicates of msh2 mutants in an experimental evolution assay, like that observed here in the VGIIa-like hypermutator clade.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Boyce et al., 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Many pathogenic fungi are thought to be 'accidental' pathogens where virulence factors are selected for by other environmental factors.

    “However, many pathogenic fungi are thought to be ‘accidental’ pathogens where virulence factors are selected for by other environmental factors.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Casadevall et al., 2003

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    Diploid strains are buffered from the effects of loss of function mutations like those observed in homopolymer runs in this study, which may reduce the supply of large effect beneficial mutations for mutator alleles to hitchhike upon in diploids.

    “Diploid strains are buffered from the effects of loss of function mutations like those observed in homopolymer runs in this study, which may reduce the supply of large effect beneficial mutations for mutator alleles to hitchhike upon in diploids.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: C. deuterogattii, C. neoformans, and C. glabrata exist primarily as haploids in nature, while S. cerevisiae is predominantly a diploid.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    This could elevate linkage between mutator alleles and the beneficial mutations they elicit, but also eliminate the ability to separate those beneficial mutations from additional deleterious alleles.

    “This could elevate linkage between mutator alleles and the beneficial mutations they elicit, but also eliminate the ability to separate those beneficial mutations from additional deleterious alleles.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Evolutionary theory predicts that the admixture provided by sex in a population nullifies the ability of mutator alleles to hitchhike to high frequency.

    “Evolutionary theory predicts that the admixture provided by sex in a population nullifies the ability of mutator alleles to hitchhike to high frequency (Tenaillon et al., 2000).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Tenaillon et al., 2000

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    This paradigm could also operate in fungi, with sexual recombination replacing direct DNA transfer.

    “This paradigm could also operate in fungi, with sexual recombination replacing direct DNA transfer.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    This difference could reflect differences between DNA repair in C. neoformans and C. deuterogattii.

    “This could reflect differences between DNA repair in C. neoformans and C. deuterogattii.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    While these loci are unstable even in wildtype populations, defects in the MMR pathway could enhance this instability and result in increased diversity.

    “While these loci are unstable even in wildtype populations, defects in the MMR pathway could enhance this instability and result in increased diversity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In Cryptococcus deneoformans, which shares a similar biased mating type distribution, this has resulted in the development of a unisexual α-α sexual cycle, dispensing with the obligate need for a MATa partner.

    “In Cryptococcus deneoformans, which shares a similar biased mating type distribution, this has resulted in the development of a unisexual α-α sexual cycle, dispensing with the obligate need for a MATa partner (Lin et al., 2005).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lin et al., 2005

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    The authors suspect that these episodes are common throughout the evolution of eukaryotic microbes and may be even more common among pathogenic microbes, reflecting their natural history as well as the result of Red Queen host-pathogen conflicts.

    “We suspect that these episodes are common throughout the evolution of eukaryotic microbes and may be even more common among pathogenic microbes, reflecting their natural history as well as the result of Red Queen host-pathogen conflicts.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    This transition is highly important for survival in the face of environmental threats such as amoeba, but compromises pathways responsible for high temperature growth, suggesting that oscillation between RAM+ and RAM- states may allow populations to survive as conditions change.

    “This transition is highly important for survival in the face of environmental threats such as amoeba, but compromises pathways responsible for high temperature growth, suggesting that oscillation between RAM+ and RAM- states may allow populations to survive as conditions change.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    msh2 mutants of C. neoformans were previously reported to exhibit a modest growth advantage in mouse lungs in pooled signature tagged mutant experiments.

    “This is interesting, at least in part, because msh2 mutants of C. neoformans were previously reported to exhibit a modest growth advantage in mouse lungs in pooled signature tagged mutant experiments (Liu et al., 2008).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Liu et al., 2008 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    These strains may have been able to persist in the Pacific Northwest in spite of the high mutation load because of a bottleneck effect during their introduction.

    “These strains may have been able to persist in the Pacific Northwest in spite of the high mutation load because of a bottleneck effect during their introduction.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In C. neoformans, a mutator phenotype has been previously described in a lab-passaged strain notable for frequent mutations in the RAM pathway, which enables a dimorphic transition between pseudohyphal and yeast phase growth, although the molecular basis of the elevated mutation rate is unknown.

    “In C. neoformans, a mutator phenotype has been previously described in a lab-passaged strain notable for frequent mutations in the RAM pathway, which enables a dimorphic transition between pseudohyphal and yeast phase growth, although the molecular basis of the elevated mutation rate is unknown (Magditch et al., 2012).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Magditch et al., 2012

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Transformants were checked for tandem insertions using primers JOHE40500/JOHE40501 and a strain with only a single insertion was chosen and employed for the competition assay.

    “Transformants were checked for tandem insertions using primers JOHE40500/JOHE40501 and a strain with only a single insertion was chosen and employed for the competition assay.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Loss of virulence in the VGIIa-like strains may be a consequence of independent private mutations, i.e. each VGIIa-like strain is avirulent for its own reason.

    “In addition, our results suggest that loss of virulence in the VGIIa-like strains may be a consequence of independent private mutations, i.e. each VGIIa-like strain is avirulent for its own reason.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationcitation

    Variation could be important in host-pathogen interactions as well.

    “In addition, variation could be important in host-pathogen interactions as well.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Past work in S. cerevisiae suggests that diploids adapt more quickly in msh2 mutant backgrounds, rather than less, suggesting that ploidy may play the opposite role, at least in S. cerevisiae.

    “However, past work in S. cerevisiae suggests that diploids adapt more quickly in msh2 mutant backgrounds, rather than less, suggesting that ploidy may play the opposite role, at least in S. cerevisiae (Thompson et al., 2006).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thompson et al., 2006 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In previous work, CBS7750 and ICB107 have the most substantial virulence defects, while NIH444 has a more modest defect.

    “In previous work, CBS7750 and ICB107 have the most substantial virulence defects, while NIH444 has a more modest defect (Byrnes et al., 2010).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Byrnes et al., 2010

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    Fungal contingency loci could be critical for responses to antifungal agents, both in the environment and the clinical setting.

    “Fungal contingency loci could be critical for responses to antifungal agents, both in the environment and the clinical setting.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Boyce et al. also observed changes in stability of homopolymer runs, similar to those described here but in a second homopolymer-containing locus.

    “They also observed changes in stability of homopolymer runs, similar to those described here but in a second homopolymer-containing locus.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Boyce et al., 2017 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The loss of ability to grow under thermal stress observed in the VGIIa-like strains may be adaptive for the majority of their growth conditions in the environment, but also render them relatively avirulent in mammals.

    “Consequently, the loss of ability to grow under thermal stress observed in the VGIIa-like strains may be adaptive for the majority of their growth conditions in the environment, but also render them relatively avirulent in mammals.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The ability to grow at high temperatures is a critical component of virulence for fungal pathogens.
  • May combine two claims.

    Interpretationreasoning

    This provides further evidence that microbial lifestyle may be affecting the frequency of mutator strains, with pathogens being more likely to evolve elevated mutation rate, perhaps in response to drug or host challenges.

    “This provides further evidence that microbial lifestyle may be affecting the frequency of mutator strains, with pathogens being more likely to evolve elevated mutation rate, perhaps in response to drug or host challenges.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All animal work was performed according to the guidelines of NIH and Duke University IACUC under protocol number A245-13-09.

    “All of the animal work was performed according to the guidelines of NIH and Duke University Institutional Animal Care and Use Committee (IACUC) under protocol number A245-13-09.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    C. deuterogattii is not an obligate pathogen and can cycle between an environmental lifestyle and an infectious lifestyle as an 'accidental pathogen'.

    “C. deuterogatttii is not an obligate pathogen and can cycle between an environmental lifestyle and an infectious lifestyle as an ‘accidental pathogen’ (Springer et al., 2012).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Springer et al., 2012

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The mutator strains are better able to adapt to growth in the mouse lung, but not in a way that correlates directly with virulence in a dissemination and survival model of virulence.

    “This suggests that the mutator strains are better able to adapt to growth in the mouse lung, but not in a way that correlates directly with virulence in a dissemination and survival model of virulence.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Boyce et al. obtained similar results in C. neoformans to those reported here, with msh2Δ and mlh1Δ mutants appearing neutral in a murine infection model, and pms1Δ mutants even relatively less virulent.

    “Boyce et al. obtained similar results in C. neoformans to those reported here, with msh2Δ and mlh1Δ mutants appearing neutral in a murine infection model, and pms1Δ mutants even relatively less virulent (Boyce et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Boyce et al., 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The widespread availability of whole genome sequencing could now allow changes in mutation spectrum to be used to detect episodic hypermutation throughout entire populations of microbes.

    “The widespread availability of whole genome sequencing could now allow changes in mutation spectrum to be used to detect episodic hypermutation throughout entire populations of microbes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The VGIIa-like lineage is a successful and relatively long-lived hypermutator lineage, capable of both disseminating over a large area and persisting in the environment.

    “This is distinct from the mutators identified in C. glabrata, and suggests that the VGIIa-like lineage is a successful and relatively long-lived hypermutator lineage, capable of both disseminating over a large area and persisting in the environment.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A second recent study identified two other hypermutator strains from clinical isolates of C. neoformans.

    “In addition, a second recent study also identified two other hypermutator strains from clinical isolates of C. neoformans as well (Boyce et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Boyce et al., 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In S. cerevisiae, tandem repeats are enriched within cell surface genes, which could enable alteration of antigenic diversity during pathogenic interactions.

    “For example, in S. cerevisiae, tandem repeats are enriched within cell surface genes, which could enable alteration of antigenic diversity during pathogenic interactions (Verstrepen et al., 2005).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Verstrepen et al., 2005 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Boyce et al. examined changes in mutation rate and spectrum with similar results to those presented here, although with a much larger induction of mutation rate in URA5 than reported here (around 200 fold vs 6.8 fold).

    “Boyce et al. went on to examine changes in mutation rate and spectrum with similar results to those presented here, although with a much larger induction of mutation rate in URA5 than reported here (around 200 fold vs 6.8 fold).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Boyce et al., 2017 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The VGIIa-like lineage is derived and may represent either an alternative pathway of adaptation or potentially an accelerated stage of the evolutionary trajectory of the outbreak.

    “Rather, the VGIIa-like lineage is derived and may represent either an alternative pathway of adaptation or potentially an accelerated stage of the evolutionary trajectory of the outbreak.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Alternatively, the defects could simply reflect a decrease in viability caused by a long period of growth with an elevated mutation rate, resulting in mutational meltdown.

    “Alternatively, the defects could simply reflect a decrease in viability caused by a long period of growth with an elevated mutation rate, resulting in mutational meltdown.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    These events are difficult to detect if the hypermutator allele is purged from the population by selection after it is separated from its linked beneficial allele.

    “However, these events are difficult to detect if the hypermutator allele is purged from the population by selection after it is separated from its linked beneficial allele.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    As strains are introduced to new locales, they may need to survive and adapt via mitotic growth without sexual crosses for long periods of time.

    “Consequently, as strains are introduced to new locales, they may need to survive and adapt via mitotic growth without sexual crosses for long periods of time.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: No laboratory unisexual cycle has been observed in C. deuterogattii to this point.
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Gene replacement was confirmed using in-gene, 5' junction, 3' junction, and spanning PCRs.

    “Gene replacement was confirmed using in-gene, 5' junction, 3' junction, and spanning PCRs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Study design and conductnone given

    GATK's VariantFiltration module was used to hard filter variants as suggested using the following expressions: 'QD <2.0 || FS >60.0 || MQ <40.0 ' for SNPs and 'QD <2.0 || FS >200.0' for indels.

    “GATK's VariantFiltration module was used to hard filter variants as suggested using the following expressions: ‘QD <2.0 || FS >60.0 || MQ <40.0”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Variants resulting from erroneous calls in repetitive regions were manually removed.

    “Variants resulting from erroneous calls in repetitive regions were manually removed.”
    Quote in the paperNot a substantial claim
86 of 86
  • The paper relies on this without support.

    FKBP12 binds to either FK506 or rapamycin to form a protein-drug complex that inhibits calcineurin or TOR, respectively.

    “The protein product of FRR1, FKBP12, binds to either FK506 or rapamycin to form a protein-drug complex that inhibits calcineurin or TOR, respectively.”
  • The paper relies on this without support.

    Loss of function mutations in FRR1 are the only single step mutation conferring resistance to both FK506 and rapamycin at 37°C.

    “By selecting with both drugs at the same time at the non-permissive temperature of 37°C, loss of function mutations in FRR1 are selected as the only single step mutation conferring resistance to both drugs.”
  • The paper relies on this without support.

    The red pigment produced by ade2 mutants is a toxic intermediate in adenine synthesis that accumulates in the vacuoles of mutant cells.

    “The red pigment produced by ade2 mutants is a toxic intermediate in adenine synthesis that accumulates in the vacuoles of mutant cells.”
  • The paper relies on this without support.

    Aneuploids often display defects in growth at high temperature.

    “These aneuploids often display defects in growth at high temperature”
  • The paper relies on this without support.

    Few cases of hypermutators have been identified in natural isolates of eukaryotes, suggesting that variation in mutation rate may play a less substantial role than in bacteria.

    “In contrast, few cases have been identified in natural isolates of eukaryotes, suggesting that variation in mutation rate may play a less substantial role than in bacteria.”
  • The paper relies on this without support.

    C. deuterogattii, C. neoformans, and C. glabrata exist primarily as haploids in nature, while S. cerevisiae is predominantly a diploid.

    “C. deuterogattii, C. neoformans, and C. glabrata exist primarily as haploids in nature, while S. cerevisiae is predominantly a diploid.”
  • The paper relies on this without support.

    No laboratory unisexual cycle has been observed in C. deuterogattii to this point.

    “However, no laboratory unisexual cycle has been observed in C. deuterogattii to this point.”
  • The paper relies on this without support.

    The ability to grow at high temperatures is a critical component of virulence for fungal pathogens.

    “The ability to grow at high temperatures is a critical component of virulence for fungal pathogens.”
  • The paper relies on this without support.

    Fungi can reproduce both sexually and asexually, with the frequency of sex varying substantially between different species.

    “Unlike obligately sexual animals, or asexual bacteria, fungi can reproduce both sexually and asexually, with the frequency of sex varying substantially between different species.”
9 of 9

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?

  • These mutations result in an ~200-fold higher mutation rate than in standard laboratory strains and preferentially affect genes containing homopolymer runs.

    “These mutations result in an ~200-fold higher mutation rate than in standard laboratory strains30 and preferentially affect genes containing homopolymer runs33.”
  • Hypermutator isolates derived from both the clinic and the laboratory lead to the rapid emergence of resistance to drugs such as rapamycin, FK506, flucytosine, fluconazole and even amphotericin B.

    “hypermutator isolates derived from both the clinic and the laboratory lead to the rapid emergence of resistance to drugs such as rapamycin, FK506 (ref.33), flucytosine32, fluconazole and even amphotericin B30.”

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.

  • Conflicting maximum 5-FOA resistance-rate increase

    Minor

    The results give 6.6-fold as the maximum increase for 5-FOA resistance, while the discussion reports 6.8-fold for the same comparison.

  • Conflicting competition co-culture durations

    Minor

    The Figure 7 caption says the mixed cultures were grown overnight, whereas the results and methods say they were incubated for 48 hours before plating.

  • Figure 2 lists a wildtype strain as a hypermutator

    Minor

    The Figure 2 caption lists EJB17 among the VGIIa-like hypermutator strains, although the same sentence identifies it as a wildtype VGIIa strain.

3 of 3

The citation lists haven’t been fetched yet

References 65 · Cited by 79

Authors
Billmyre, R. B., Clancey, S. A., & Heitman, J.
Affiliations
Duke University (US)
Corresponding author
Heitman, Joseph
Venue
eLife
Published
2017-09-26
Volume
6
ISSN
2050-084X (ISSN-L)
OpenAlex
W2618931295
Cited by
79
References
65
Citations by year
2026: 5 · 2025: 7 · 2024: 6 · 2023: 3 · 2022: 13 · 2021: 13 · 2020: 10 · 2019: 14 · 2018: 7 · 2017: 1
FWCI
6.85
Type
journal article
Language
en
Open access
Locations
  • eLife (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
National Institute of Allergy and Infectious Diseases (R37 AI39115-20, R01 AI50113-13)
Topics
  • Health Sciences › Medicine › Epidemiology › Fungal Infections and Studies
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Fungal and yeast genetics research
Keywords
Cryptococcus deuterogattii, DNA mismatch repair, MSH2, mutation rate, rapamycin resistance, antifungal resistance, genome stability, clonal expansion, phenotypic diversity
MeSH terms
Whole Genome Sequencing, Biological Variation, Population, Cryptococcus, Fungal Proteins, Codon, Nonsense, Drug Resistance, Fungal, MutS Homolog 2 Protein, Mutation Rate

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

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