Candida albicans exhibits distinct cytoprotective responses to anti-fungal drugs that facilitate the evolution of drug resistance
Bettauer, V.; Massahi, S.; Khurdia, S.; Costa, A.; Omran, R.; Khosravi, N.; Simpson, S.; Harb, M.; Dumeaux, V.; Whiteway, M.; Hallett, M.
Show abstract
We developed a modified protocol for nanolitre droplet-based single cell sequencing appropriate for fungal settings, and used it to transcriptionally profiled several thousands cells from a prototrophic Candida albicans population and several drug exposed colonies (incl. fluconazole, caspofungin and nystatin). Thousands of cells from each colony were profiled both at early and late time points post-treatment in order to infer survival trajectories from initial drug tolerance to drug resistance. We find that prototrophic C. albicans populations differentially and stochastically express cytoprotective epigenetic programs. For all drugs, there is evidence that tolerant individuals partition into distinct subpopulations, each with a unique survival strategy involving different regulatory programs. These responses are weakly related to changes in morphology (shift from white to opaque forms, or shift from yeast to filamentous forms). In turn, those subpopulations that successfully reach resistance each have a distinct multivariate epigenetic response that coordinates the expression of efflux pumps, chaperones, transport mechanisms, and cell wall maintenance. Live cell fluorescent imaging was used to validate predictions of which molecular responses most often led to survival after drug exposure. Together our findings provide evidence that C. albicans has a robust toolkit of short-term epigenetic cytoprotective responses designed to "buy time" and increase the chance of acquiring long-term resistance.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Targeting methionine synthase in a fungal pathogen causes a metabolic imbalance that impacts cell energetics, growth and virulence 94%
- Antifungal tolerance and resistance emerge at distinct drug concentrations and rely upon different aneuploid chromosomes 94%
- An atypical ABC transporter is involved in antifungal resistance and host interactions in the pathogenic fungus Cryptococcus neoformans 94%
Similar papers in this journal
- Host lung environment limits Aspergillus fumigatus germination through a SskA-dependent signaling response 95%
- The pre-mRNA Splicing Modulator Pladienolide B Inhibits Cryptococcus neoformans Germination and Growth 94%
- Protein Kinases MpkA and SepH Transduce Crosstalk Between CWI and SIN Pathways to Activate Protective Hyphal Septation Under Echinocandin Cell Wall Stress 94%
Similar papers in this journal
- Combining chemogenomic and gene-dose assays to investigate drug synergy 93%
- Genome-Wide Association for Itraconazole Sensitivity in Non-Resistant Clinical Isolates of Aspergillus fumigatus 92%
- Increased pathogenicity of the nematophagous fungus Drechmeria coniospora following long-term laboratory culture. 91%
Similar papers in this journal
- Candida albicans exhibits heterogeneous and adaptive cytoprotective responses to anti-fungal compounds 96%
- The RAM signaling pathway links morphology, thermotolerance, and CO2 tolerance in the global fungal pathogen Cryptococcus neoformans 93%
- Integration host factor regulates colonization factors in the bee gut symbiont Frischella perrara 93%
Similar papers in this journal
- Machine learning uncovers gene families impacting oxidative stress resistance across yeasts 95%
- Resolving the conflict between antibiotic production and rapid growth by recognition of peptidoglycan of susceptible competitors 92%
- Translation in Bacillus subtilis is spatially and temporally coordinated during sporulation 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.