1887

Abstract

The genetic background between strains of a single species and within a single strain lineage can significantly impact the expression of biological traits. This genetic variation may also reshape epigenetic mechanisms of cell identity and environmental responses that are controlled by interconnected transcriptional networks and chromatin-modifying enzymes. Histone deacetylases, including sirtuins, are critical regulators of chromatin state and have been directly implicated in governing the phenotypic transition between the ‘sterile’ white state and the mating-competent opaque state in a common fungal commensal and pathogen of humans. Here, we found that a previously ambiguous role for the sirtuin in phenotypic switching is likely linked to the genetic background of mutant strains produced in the RM lineage of SC5314. mutants in a specific lineage of BWP17 displayed increased frequencies of switching to the opaque state compared to the wild-type. Loss of in other SC5314-derived backgrounds, including newly constructed BWP17 Δ/Δ mutants, failed to recapitulate the increased white–opaque switching frequencies observed in the original BWP17 Δ/Δ mutant background. Whole-genome sequencing revealed the presence of multiple imbalanced chromosomes and large loss of heterozygosity tracts that likely interact with to increase phenotypic switching in this BWP17 Δ/Δ mutant lineage. These genomic changes are not found in other SC5314-derived Δ/Δ mutants that do not display increased opaque cell formation. Thus, complex karyotypes can emerge during strain construction that modify mutant phenotypes and highlight the importance of validating strain background when interpreting phenotypes.

Funding
This study was supported by the:
  • Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases (Award 1F31AI167576)
    • Principle Award Recipient: AndrewL. Woodruff
  • Directorate for Biological Sciences (Award CAREER Award 2046863)
    • Principle Award Recipient: MatthewAnderson
  • Division of Intramural Research, National Institute of Allergy and Infectious Diseases (Award R01AI148788)
    • Principle Award Recipient: MatthewAnderson
  • This is an open-access article distributed under the terms of the Creative Commons Attribution License. This article was made open access via a Publish and Read agreement between the Microbiology Society and the corresponding author’s institution.
Loading

Article metrics loading...

/content/journal/micro/10.1099/mic.0.001444
2024-03-06
2024-04-27
Loading full text...

Full text loading...

/deliver/fulltext/micro/170/3/mic001444.html?itemId=/content/journal/micro/10.1099/mic.0.001444&mimeType=html&fmt=ahah

References

  1. Vu V, Verster AJ, Schertzberg M, Chuluunbaatar T, Spensley M et al. Natural variation in gene expression modulates the severity of mutant phenotypes. Cell 2015; 162:391–402 [View Article] [PubMed]
    [Google Scholar]
  2. Ryan O, Shapiro RS, Kurat CF, Mayhew D, Baryshnikova A et al. Global gene deletion analysis exploring yeast filamentous growth. Science 2012; 337:1353–1356 [View Article] [PubMed]
    [Google Scholar]
  3. Galardini M, Busby BP, Vieitez C, Dunham AS, Typas A et al. The impact of the genetic background on gene deletion phenotypes in Saccharomyces cerevisiae. Mol Syst Biol 2019; 15:e8831 [View Article] [PubMed]
    [Google Scholar]
  4. Huang MY, Woolford CA, May G, McManus CJ, Mitchell AP. Circuit diversification in a biofilm regulatory network. PLoS Pathog 2019; 15:e1007787 [View Article] [PubMed]
    [Google Scholar]
  5. Mullis MN, Matsui T, Schell R, Foree R, Ehrenreich IM. The complex underpinnings of genetic background effects. Nat Commun 2018; 9:3548 [View Article] [PubMed]
    [Google Scholar]
  6. Odds FC, Bougnoux M-E, Shaw DJ, Bain JM, Davidson AD et al. Molecular phylogenetics of Candida albicans. Eukaryot Cell 2007; 6:1041–1052 [View Article] [PubMed]
    [Google Scholar]
  7. Aszalos A, Robison RS, Lemanski P, Berk B. Trienine, an antitumor triene antibiotic. J Antibiot 1968; 21:611–615 [View Article] [PubMed]
    [Google Scholar]
  8. Maestrone G, Semar R. Establishment and treatment of cutaneous Candida albicans infection in the rabbit. Naturwissenschaften 1968; 55:87–88 [View Article] [PubMed]
    [Google Scholar]
  9. Meyers E, Miraglia GJ, Smith DA, Basch HI, Pansy FE et al. Biological characterization of prasinomycin, a phosphorus-containing antibiotic. Appl Microbiol 1968; 16:603–608 [View Article] [PubMed]
    [Google Scholar]
  10. van het Hoog M, Rast TJ, Martchenko M, Grindle S, Dignard D et al. Assembly of the Candida albicans genome into sixteen supercontigs aligned on the eight chromosomes. Genome Biol 2007; 8:R52 [View Article]
    [Google Scholar]
  11. Wilson RB, Davis D, Mitchell AP. Rapid hypothesis testing with Candida albicans through gene disruption with short homology regions. J Bacteriol 1999; 181:1868–1874 [View Article] [PubMed]
    [Google Scholar]
  12. Fonzi WA, Irwin MY. Isogenic strain construction and gene mapping in Candida albicans. Genetics 1993; 134:717–728 [View Article] [PubMed]
    [Google Scholar]
  13. Warenda AJ, Kauffman S, Sherrill TP, Becker JM, Konopka JB. Candida albicans septin mutants are defective for invasive growth and virulence. Infect Immun 2003; 71:4045–4051 [View Article] [PubMed]
    [Google Scholar]
  14. Konstantinidou N, Morrissey JP. Co-occurence of filamentation defects and impaired biofilms in Candida albicans protein kinase mutants. FEMS Yeast Res 2015; 15:fov092 [View Article] [PubMed]
    [Google Scholar]
  15. Woolford CA, Lagree K, Xu W, Aleynikov T, Adhikari H et al. Bypass of Candida albicans filamentation/biofilm regulators through diminished expression of protein kinase Cak1. PLoS Genet 2016; 12:e1006487 [View Article] [PubMed]
    [Google Scholar]
  16. Richard ML, Nobile CJ, Bruno VM, Mitchell AP. Candida albicans biofilm-defective mutants. Eukaryot Cell 2005; 4:1493–1502 [View Article] [PubMed]
    [Google Scholar]
  17. Enloe B, Diamond A, Mitchell AP. A single-transformation gene function test in diploid Candida albicans. J Bacteriol 2000; 182:5730–5736 [View Article] [PubMed]
    [Google Scholar]
  18. Vandeputte P, Ischer F, Sanglard D, Coste AT. In vivo systematic analysis of Candida albicans Zn2-Cys6 transcription factors mutants for mice organ colonization. PLoS One 2011; 6:e26962 [View Article] [PubMed]
    [Google Scholar]
  19. Pukkila-Worley R, Peleg AY, Tampakakis E, Mylonakis E. Candida albicans hyphal formation and virulence assessed using a Caenorhabditis elegans infection model. Eukaryot Cell 2009; 8:1750–1758 [View Article] [PubMed]
    [Google Scholar]
  20. Negredo A, Monteoliva L, Gil C, Pla J, Nombela C. Cloning, analysis and one-step disruption of the ARG5,6 gene of Candida albicans. Microbiology 1997; 143 (Pt 2):297–302 [View Article] [PubMed]
    [Google Scholar]
  21. Abbey D, Hickman M, Gresham D, Berman J. High-resolution SNP/CGH microarrays reveal the accumulation of loss of heterozygosity in commonly used Candida albicans strains. G3 2011; 1:523–530 [View Article] [PubMed]
    [Google Scholar]
  22. Bouchonville K, Forche A, Tang KES, Selmecki A, Berman J. Aneuploid chromosomes are highly unstable during DNA transformation of Candida albicans. Eukaryot Cell 2009; 8:1554–1566 [View Article] [PubMed]
    [Google Scholar]
  23. Arbour M, Epp E, Hogues H, Sellam A, Lacroix C et al. Widespread occurrence of chromosomal aneuploidy following the routine production of Candida albicans mutants. FEMS Yeast Res 2009; 9:1070–1077 [View Article] [PubMed]
    [Google Scholar]
  24. García MG, O’Connor JE, García LL, Martínez SI, Herrero E et al. Isolation of a Candida albicans gene, tightly linked to URA3, coding for a putative transcription factor that suppresses a Saccharomyces cerevisiae aft1 mutation. Yeast 2001; 18:301–311 [View Article] [PubMed]
    [Google Scholar]
  25. Selmecki A, Bergmann S, Berman J. Comparative genome hybridization reveals widespread aneuploidy in Candida albicans laboratory strains. Mol Microbiol 2005; 55:1553–1565 [View Article] [PubMed]
    [Google Scholar]
  26. Kirsch DR, Whitney RR. Pathogenicity of Candida albicans auxotrophic mutants in experimental infections. Infect Immun 1991; 59:3297–3300 [View Article] [PubMed]
    [Google Scholar]
  27. Lay J, Henry LK, Clifford J, Koltin Y, Bulawa CE et al. Altered expression of selectable marker URA3 in gene-disrupted Candida albicans strains complicates interpretation of virulence studies. Infect Immun 1998; 66:5301–5306 [View Article] [PubMed]
    [Google Scholar]
  28. Chibana H, Uno J, Cho T, Mikami Y. Mutation in IRO1 tightly linked with URA3 gene reduces virulence of Candida albicans. Microbiol Immunol 2005; 49:937–939 [View Article] [PubMed]
    [Google Scholar]
  29. Noble SM, Johnson AD. Strains and strategies for large-scale gene deletion studies of the diploid human fungal pathogen Candida albicans. Eukaryot Cell 2005; 4:298–309 [View Article] [PubMed]
    [Google Scholar]
  30. Anderson MZ, Saha A, Haseeb A, Bennett RJ. A chromosome 4 trisomy contributes to increased fluconazole resistance in a clinical isolate of Candida albicans. Microbiology 2017; 163:856–865 [View Article] [PubMed]
    [Google Scholar]
  31. Mao Y, Solis NV, Filler SG, Mitchell AP. Functional dichotomy for a hyphal repressor in Candida albicans. mBio 2023; 14:e0013423 [View Article] [PubMed]
    [Google Scholar]
  32. Yang F, Todd RT, Selmecki A, Jiang Y-Y, Cao Y-B et al. The fitness costs and benefits of trisomy of each Candida albicans chromosome. Genetics 2021; 218:iyab056 [View Article] [PubMed]
    [Google Scholar]
  33. Selmecki A, Forche A, Berman J. Aneuploidy and isochromosome formation in drug-resistant Candida albicans. Science 2006; 313:367–370 [View Article] [PubMed]
    [Google Scholar]
  34. Janbon G, Sherman F, Rustchenko E. Monosomy of a specific chromosome determines L-sorbose utilization: a novel regulatory mechanism in Candida albicans. Proc Natl Acad Sci U S A 1998; 95:5150–5155 [View Article] [PubMed]
    [Google Scholar]
  35. Noble SM, Gianetti BA, Witchley JN. Candida albicans cell-type switching and functional plasticity in the mammalian host. Nat Rev Microbiol 2017; 15:96–108 [View Article] [PubMed]
    [Google Scholar]
  36. Mishra A, Forche A, Anderson MZ. Parasexuality of Candida species. Front Cell Infect Microbiol 2021; 11:796929 [View Article]
    [Google Scholar]
  37. Slutsky B, Staebell M, Anderson J, Risen L, Pfaller M et al. “White-opaque transition”: a second high-frequency switching system in Candida albicans. J Bacteriol 1987; 169:189–197 [View Article] [PubMed]
    [Google Scholar]
  38. Miller MG, Johnson AD. White-opaque switching in Candida albicans is controlled by mating-type locus homeodomain proteins and allows efficient mating. Cell 2002; 110:293–302 [View Article] [PubMed]
    [Google Scholar]
  39. Tuch BB, Mitrovich QM, Homann OR, Hernday AD, Monighetti CK et al. The transcriptomes of two heritable cell types illuminate the circuit governing their differentiation. PLoS Genet 2010; 6:e1001070 [View Article] [PubMed]
    [Google Scholar]
  40. Lan C-Y, Newport G, Murillo LA, Jones T, Scherer S et al. Metabolic specialization associated with phenotypic switching in Candida albicans. Proc Natl Acad Sci U S A 2002; 99:14907–14912 [View Article] [PubMed]
    [Google Scholar]
  41. Ene IV, Lohse MB, Vladu AV, Morschhäuser J, Johnson AD et al. Phenotypic profiling reveals that Candida albicans opaque cells represent a metabolically specialized cell state compared to default white cells. mBio 2016; 7:e01269-16 [View Article] [PubMed]
    [Google Scholar]
  42. Guan G, Xie J, Tao L, Nobile CJ, Sun Y et al. Bcr1 plays a central role in the regulation of opaque cell filamentation in Candida albicans. Mol Microbiol 2013; 89:732–750 [View Article] [PubMed]
    [Google Scholar]
  43. Si H, Hernday AD, Hirakawa MP, Johnson AD, Bennett RJ. Candida albicans white and opaque cells undergo distinct programs of filamentous growth. PLoS Pathog 2013; 9:e1003210 [View Article] [PubMed]
    [Google Scholar]
  44. Lockhart SR, Zhao R, Daniels KJ, Soll DR. Alpha-pheromone-induced “shmooing” and gene regulation require white-opaque switching during Candida albicans mating. Eukaryot Cell 2003; 2:847–855 [View Article] [PubMed]
    [Google Scholar]
  45. Tao L, Du H, Guan G, Dai Y, Nobile CJ et al. Discovery of a “white-gray-opaque” tristable phenotypic switching system in Candida albicans: roles of non-genetic diversity in host adaptation. PLoS Biol 2014; 12:e1001830 [View Article] [PubMed]
    [Google Scholar]
  46. Takagi J, Singh-Babak SD, Lohse MB, Dalal CK, Johnson AD. Candida albicans white and opaque cells exhibit distinct spectra of organ colonization in mouse models of infection. PLoS One 2019; 14:e0218037 [View Article] [PubMed]
    [Google Scholar]
  47. Lohse MB, Johnson AD. Differential phagocytosis of white versus opaque Candida albicans by Drosophila and mouse phagocytes. PLoS One 2008; 3:e1473 [View Article] [PubMed]
    [Google Scholar]
  48. Mallick EM, Bergeron AC, Jones SK Jr, Newman ZR, Brothers KM et al. Phenotypic plasticity regulates Candida albicans interactions and virulence in the vertebrate host. Front Microbiol 2016; 7:780 [View Article] [PubMed]
    [Google Scholar]
  49. Sasse C, Hasenberg M, Weyler M, Gunzer M, Morschhäuser J. White-opaque switching of Candida albicans allows immune evasion in an environment-dependent fashion. Eukaryot Cell 2013; 12:50–58 [View Article] [PubMed]
    [Google Scholar]
  50. Rikkerink EH, Magee BB, Magee PT. Opaque-white phenotype transition: a programmed morphological transition in Candida albicans. J Bacteriol 1988; 170:895–899 [View Article] [PubMed]
    [Google Scholar]
  51. Bergen MS, Voss E, Soll DR. Switching at the cellular level in the white-opaque transition of Candida albicans. J Gen Microbiol 1990; 136:1925–1936 [View Article] [PubMed]
    [Google Scholar]
  52. Zordan RE, Galgoczy DJ, Johnson AD. Epigenetic properties of white-opaque switching in Candida albicans are based on a self-sustaining transcriptional feedback loop. Proc Natl Acad Sci U S A 2006; 103:12807–12812 [View Article] [PubMed]
    [Google Scholar]
  53. Bennett RJ, Johnson AD. Completion of a parasexual cycle in Candida albicans by induced chromosome loss in tetraploid strains. EMBO J 2003; 22:2505–2515 [View Article] [PubMed]
    [Google Scholar]
  54. Forche A, Alby K, Schaefer D, Johnson AD, Berman J et al. The parasexual cycle in Candida albicans provides an alternative pathway to meiosis for the formation of recombinant strains. PLoS Biol 2008; 6:e110 [View Article] [PubMed]
    [Google Scholar]
  55. Hnisz D, Schwarzmüller T, Kuchler K. Transcriptional loops meet chromatin: a dual-layer network controls white-opaque switching in Candida albicans. Mol Microbiol 2009; 74:1–15 [View Article] [PubMed]
    [Google Scholar]
  56. Stevenson JS, Liu H. Regulation of white and opaque cell-type formation in Candida albicans by Rtt109 and Hst3. Mol Microbiol 2011; 81:1078–1091 [View Article] [PubMed]
    [Google Scholar]
  57. Xie J, Jenull S, Tscherner M, Kuchler K. The paralogous histone deacetylases Rpd3 and Rpd31 play opposing eoles in regulating the white-opaque switch in the fungal pathogen Candida albicans. mBio 2016; 7:e01807-16 [View Article] [PubMed]
    [Google Scholar]
  58. Pérez-Martín J, Uría JA, Johnson AD. Phenotypic switching in Candida albicans is controlled by a SIR2 gene. EMBO J 1999; 18:2580–2592 [View Article]
    [Google Scholar]
  59. Guthrie C, Fink GR. Guide to Yeast Genetics and Molecular Biology 1991
    [Google Scholar]
  60. Nguyen N, Quail MMF, Hernday AD. An efficient, rapid, and recyclable system for CRISPR-mediated genome editing in Candida albicans. mSphere 2017; 2:e00149-17 [View Article] [PubMed]
    [Google Scholar]
  61. Alby K, Bennett RJ. Stress-induced phenotypic switching in Candida albicans. Mol Biol Cell 2009; 20:3178–3191 [View Article] [PubMed]
    [Google Scholar]
  62. Hernday AD, Noble SM, Mitrovich QM, Johnson AD. Genetics and molecular biology in Candida albicans. Methods Enzymol 2010; 470:737–758 [View Article] [PubMed]
    [Google Scholar]
  63. Jacobus AP, Gross J. Optimal cloning of PCR fragments by homologous recombination in Escherichia coli. PLoS One 2015; 10:e0119221 [View Article] [PubMed]
    [Google Scholar]
  64. Anderson MZ, Baller JA, Dulmage K, Wigen L, Berman J. The three clades of the telomere-associated TLO gene family of Candida albicans have different splicing, localization, and expression features. Eukaryot Cell 2012; 11:1268–1275 [View Article] [PubMed]
    [Google Scholar]
  65. Andrews S. FastQC: A Quality Control Tool for High Throughput Sequence Data 2010
    [Google Scholar]
  66. Bolger AM, Lohse M, Usadel B. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 2014; 30:2114–2120 [View Article] [PubMed]
    [Google Scholar]
  67. Langmead B, Salzberg SL. Fast gapped-read alignment with Bowtie 2. Nat Methods 2012; 9:357–359 [View Article] [PubMed]
    [Google Scholar]
  68. Danecek P, Bonfield JK, Liddle J, Marshall J, Ohan V et al. Twelve years of SAMtools and BCFtools. Gigascience 2021; 10:giab008 [View Article] [PubMed]
    [Google Scholar]
  69. Robinson JT, Thorvaldsdóttir H, Winckler W, Guttman M, Lander ES et al. Integrative genomics viewer. Nat Biotechnol 2011; 29:24–26 [View Article] [PubMed]
    [Google Scholar]
  70. Abbey DA, Funt J, Lurie-Weinberger MN, Thompson DA, Regev A et al. YMAP: a pipeline for visualization of copy number variation and loss of heterozygosity in eukaryotic pathogens. Genome Med 2014; 6:100 [View Article] [PubMed]
    [Google Scholar]
  71. Lockhart SR, Pujol C, Daniels KJ, Miller MG, Johnson AD et al. In Candida albicans, white-opaque switchers are homozygous for mating type. Genetics 2002; 162:737–745 [View Article] [PubMed]
    [Google Scholar]
  72. Anderson MZ, Gerstein AC, Wigen L, Baller JA, Berman J. Silencing is noisy: population and cell level noise in telomere-adjacent genes is dependent on telomere position and sir2. PLoS Genet 2014; 10:e1004436 [View Article] [PubMed]
    [Google Scholar]
  73. Freire-Benéitez V, Price RJ, Tarrant D, Berman J, Buscaino A. Candida albicans repetitive elements display epigenetic diversity and plasticity. Sci Rep 2016; 6:22989 [View Article] [PubMed]
    [Google Scholar]
  74. Zhao G, Rusche LN. Genetic analysis of sirtuin deacetylases in hyphal growth of Candida albicans. mSphere 2021; 6:e00053-21 [View Article] [PubMed]
    [Google Scholar]
  75. Min K, Ichikawa Y, Woolford CA, Mitchell AP. Candida albicans gene deletion with a transient CRISPR-Cas9 system. mSphere 2016; 1:e00130-16 [View Article] [PubMed]
    [Google Scholar]
  76. Vyas VK, Barrasa MI, Fink GR. A Candida albicans CRISPR system permits genetic engineering of essential genes and gene families. Sci Adv 2015; 1:e1500248 [View Article] [PubMed]
    [Google Scholar]
  77. Anderson FM, Visser ND, Amses KR, Hodgins-Davis A, Weber AM et al. Candida albicans selection for human commensalism results in substantial within-host diversity without decreasing fitness for invasive disease. PLoS Biol 2023; 21:e3001822 [View Article] [PubMed]
    [Google Scholar]
  78. Hirakawa MP, Martinez DA, Sakthikumar S, Anderson MZ, Berlin A et al. Genetic and phenotypic intra-species variation in Candida albicans. Genome Res 2015; 25:413–425 [View Article] [PubMed]
    [Google Scholar]
  79. Beekman CN, Cuomo CA, Bennett RJ, Ene IV. Comparative genomics of white and opaque cell states supports an epigenetic mechanism of phenotypic switching in Candida albicans. G3 2021; 11:jkab001 [View Article] [PubMed]
    [Google Scholar]
  80. Price RJ, Weindling E, Berman J, Buscaino A. Chromatin profiling of the repetitive and nonrepetitive genomes of the human fungal pathogen Candida albicans. mBio 2019; 10:e01376-19 [View Article] [PubMed]
    [Google Scholar]
  81. Freire-Benéitez V, Gourlay S, Berman J, Buscaino A. Sir2 regulates stability of repetitive domains differentially in the human fungal pathogen Candida albicans. Nucleic Acids Res 2016; 44:9166–9179 [View Article] [PubMed]
    [Google Scholar]
  82. Fu X-H, Meng F-L, Hu Y, Zhou J-Q. Candida albicans, a distinctive fungal model for cellular aging study. Aging Cell 2008; 7:746–757 [View Article] [PubMed]
    [Google Scholar]
  83. Liu J, Mosser L, Botanch C, François J-M, Capp J-P. SIR2 expression noise can generate heterogeneity in viability but does not affect cell-to-cell epigenetic silencing of subtelomeric URA3 in yeast. G3 Genes|Genomes|Genetics 2020; 10:3435–3443 [View Article]
    [Google Scholar]
  84. Carafa V, Rotili D, Forgione M, Cuomo F, Serretiello E et al. Sirtuin functions and modulation: from chemistry to the clinic. Clin Epigenetics 2016; 8:61 [View Article] [PubMed]
    [Google Scholar]
  85. Sungalee S, Liu Y, Lambuta RA, Katanayeva N, Donaldson Collier M et al. Histone acetylation dynamics modulates chromatin conformation and allele-specific interactions at oncogenic loci. Nat Genet 2021; 53:650–662 [View Article] [PubMed]
    [Google Scholar]
http://instance.metastore.ingenta.com/content/journal/micro/10.1099/mic.0.001444
Loading
/content/journal/micro/10.1099/mic.0.001444
Loading

Data & Media loading...

Supplements

Supplementary material 1

PDF

Supplementary material 2

EXCEL

Supplementary material 3

EXCEL

Supplementary material 4

EXCEL
This is a required field
Please enter a valid email address
Approval was a Success
Invalid data
An Error Occurred
Approval was partially successful, following selected items could not be processed due to error