The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Asymmetrical dose-responses shape the evolutionary trade-off between antifungal resistance and nutrient use
Open accessPreprint — published as 10.1038/s41559-022-01846-4 · Paper page
Abstract
Antimicrobial resistance is an emerging threat for public health. The success of resistance mutations depends on the trade-off between the benefits and costs they incur. This trade-off is largely unknown and uncharacterized for antifungals. Here, we systematically measure the effect of all amino acid substitutions in the yeast cytosine deaminase Fcy1, the target of the antifungal 5-FC (flucytosine). We identify over 900 missense mutations granting resistance to 5-FC, a large fraction of which appear to act through destabilisation of the protein. The relationship between 5-FC resistance and growth sustained by cytosine deamination is characterized by a sharp trade-off, such that small gains in resistance universally lead to large losses in canonical enzyme function. We show that this steep relationship can be explained by differences in the dose-response functions of 5-FC and cytosine. Finally, we observe the same trade-off shape for the ortholog of FCY1 in Cryptoccocus neoformans , a human pathogen. Our results provide a powerful resource and platform for interpreting drug target variants in fungal pathogens as well as unprecedented insights into resistance-function trade-offs.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764
Flagged first, then by citations
Research works printed but not linked: 79
- Fisher, M. C. et al. Threats Posed by the Fungal Kingdom to Humans, Wildlife, and Agriculture. MBio 11, (2020). · DOI
- 10.1126/science.aap7999 · DOI · Paper page
- 10.1093/bioinformatics/bty321 · DOI
- Ksiezopolska, E. et al. Narrow mutational signatures drive acquisition of multidrug resistance in the fungal pathogen Candida glabrata. Curr. Biol. 0, (2021). · DOI · Paper page
- 10.1101/2021.05.02.442375 · DOI
- 10.1038/nrmicro2319 · DOI
- 10.1534/genetics.112.142620 · DOI
- Yang, F. et al. The fitness costs and benefits of trisomy of each Candida albicans chromosome. Genetics 218, (2021). · DOI · Paper page
- 10.1086/524071 · DOI · Paper page
- 2021, Treatment strategies for cryptococcal infection: challenges, advances and future outlook, Nat. Rev. Microbiol, 19, 454, 10.1038/s41579-021-00511-0 · DOI · Paper page
- 10.1128/AAC.03470-14 · DOI · Paper page
- 10.1038/nrc1074 · DOI · Paper page
- World Health Organization Model List of Essential Medicines – 22nd List, 2021. Geneva: World Health Organization; 2021 (WHO/MHP/HPS/EML/2021.02). Licence: CC BY-NC-SA 3.0 IGO. · DOI · Paper page
- 10.1007/s002940050169 · DOI
- 10.1016/S0969-2126(03)00153-9 · DOI
- 10.1038/nmeth.1234 · DOI
- Qian, W. , Ma, D. , Xiao, C. , Wang, Z. & Zhang, J . The genomic landscape and evolutionary resolution of antagonistic pleiotropy in yeast. Cell Rep. 2, (2012). · DOI
- 10.1073/pnas.1009845107 · DOI
- 10.1002/yea.1245 · DOI
- Wrenbeck, E. E. , Azouz, L. R. & Whitehead, T. A . Single-mutation fitness landscapes for an enzyme on multiple substrates reveal specificity is globally encoded. Nat. Commun. 8, 15695 (2017). · DOI
- Chen, J. Z. , Fowler, D. M. & Tokuriki, N . Comprehensive exploration of the translocation, stability and substrate recognition requirements in VIM-2 lactamase. Elife 9, (2020). · DOI
- 2018, Boosting the efficiency of site-saturation mutagenesis for a difficult-to-randomize gene by a two-step PCR strategy, Appl. Microbiol. Biotechnol, 102, 6095, 10.1007/s00253-018-9041-2 · DOI
- Biot-Pelletier, D. & Martin, V. J. J . Seamless site-directed mutagenesis of the Saccharomyces cerevisiae genome using CRISPR-Cas9. J. Biol. Eng. 10, 6 (2016). · DOI
- 2021, Protein context shapes the specificity of SH3 domain-mediated interactions in vivo, Nat. Commun, 12, 1597, 10.1038/s41467-021-21873-2 · DOI
- 10.1099/00221287-143-1-219 · DOI
- 10.1007/s002940050482 · DOI
- 10.1007/s004380050875 · DOI
- 10.1534/g3.118.200461 · DOI
- 10.1038/s41588-018-0087-y · DOI
- 2012, Role of glutamate 64 in the activation of the prodrug 5-fluorocytosine by yeast cytosine deaminase, Biochemistry, 51, 475, 10.1021/bi201540z · DOI
- 10.1016/j.sbi.2014.05.004 · DOI
- 10.1093/nar/gki387 · DOI · Paper page
- 10.1016/j.jmb.2008.01.002 · DOI
- 10.1093/molbev/msh194 · DOI
- Tarassov, K . An in vivo map of the yeast protein interactome. Science 320, (2008). · DOI
- 10.1039/C2MB25265A · DOI
- 10.1093/NAR/GKAA1025 · DOI · Paper page
- 10.1101/2021.08.15.456425 · DOI · Paper page
- Pokusaeva, V. O. et al. An experimental assay of the interactions of amino acids from orthologous sequences shaping a complex fitness landscape. PLoS Genet. 15, e1008079 (2019). · DOI
- 10.1093/jac/dkm389 · DOI
- 10.1073/pnas.1608304113 · DOI · Paper page
- 10.1007/s40265-021-01611-0 · DOI · Paper page
- 10.1128/AAC.00491-08 · DOI
- Gsaller, F. et al. Mechanistic Basis of pH-Dependent 5-Flucytosine Resistance in Aspergillus fumigatus. Antimicrob. Agents Chemother. 62, (2018). · DOI
- 10.1016/j.cub.2013.11.036 · DOI
- 2021, Moderate levels of 5-fluorocytosine cause the emergence of high frequency resistance in cryptococci, Nat. Commun, 12, 3418, 10.1038/s41467-021-23745-1 · DOI
- Billmyre, R. B. , Applen Clancey, S. , Li, L. X. , Doering, T. L. & Heitman, J . 5-fluorocytosine resistance is associated with hypermutation and alterations in capsule biosynthesis in Cryptococcus. Nat. Commun. 11, 127 (2020). · DOI · Paper page
- 10.1016/j.cell.2015.01.035 · DOI
- Esposito, D. et al. MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect. Genome Biol. 20, 223 (2019). · DOI
- 10.1128/AAC.00607-09 · DOI
- 2009, Abundant indispensable redundancies in cellular metabolic networks, Genome Biol. Evol, 1, 23, 10.1093/gbe/evp002 · DOI
- 10.1002/(SICI)1097-0061(19980130)14:2<115::AID-YEA204>3.0.CO;2-2 · DOI
- Gietz, R. D. & Schiestl, R. H . High-efficiency yeast transformation using the LiAc/SS carrier DNA/PEG method. Nat. Protoc. 2, (2007). · DOI
- 10.1002/yea.1142 · DOI
- 10.1002/(SICI)1097-0061(199910)15:14<1541::AID-YEA476>3.0.CO;2-K · DOI
- DeLuna, A. , Springer, M. , Kirschner, M. W. & Kishony, R . Need-based up-regulation of protein levels in response to deletion of their duplicate genes. PLoS Biol. 8, e1000347 (2010). · DOI
- 10.1016/0022-2836(80)90283-1 · DOI
- Yachie, N. et al. Pooled-matrix protein interaction screens using Barcode Fusion Genetics. Mol. Syst. Biol. 12, 863 (2016). · DOI
- 10.1093/bioinformatics/btu170 · DOI · Paper page
- 2007, Matplotlib: A 2D Graphics Environment, Computing in Science Engineering, 9, 90, 10.1109/MCSE.2007.55 · DOI · Paper page
- 10.1038/s41586-020-2649-2 · DOI · Paper page
- 2021, seaborn: statistical data visualization, J. Open Source Softw, 6, 3021, 10.21105/joss.03021 · DOI · Paper page
- 10.1038/s41592-019-0686-2 · DOI · Paper page
- Masella, A. P. , Bartram, A. K. , Truszkowski, J. M. , Brown, D. G. & Neufeld, J. D . PANDAseq: paired-end assembler for illumina sequences. BMC Bioinformatics https://doi.org/10.1186/1471-2105-13-31 (2012). · DOI · Paper page
- Rognes, T. , Flouri, T. , Nichols, B. , Quince, C. & Mahé, F . VSEARCH: a versatile open source tool for metagenomics. PeerJ 4, e2584 (2016). · DOI
- Rice, P. , Longden, L. & Bleasby, A . EMBOSS: the European Molecular Biology Open Software Suite. Trends Genet. https://doi.org/10.1016/S0168-9525(00)02024-2 (2000). · DOI · Paper page
- Ryan, O. W. , Poddar, S. & Cate, J. H. D. Crispr–cas9 genome engineering in Saccharomyces cerevisiae cells. Cold Spring Harb. Protoc. 2016, (2016). · DOI
- Amberg, D. C. , Burke, D. J. , Burke, D. & Strathern, J. N . Methods in Yeast Genetics: A Cold Spring Harbor Laboratory Course Manual. (CSHL Press, 2005).
- Marchant, A. et al. The role of structural pleiotropy and regulatory evolution in the retention of heteromers of paralogs. Elife 8, (2019). · DOI
- 10.1093/bioinformatics/bty340 · DOI · Paper page
- 10.1093/NAR/GKAA942 · DOI
- 10.1093/nar/gkaa282 · DOI
- 10.1101/gr.3672305 · DOI · Paper page
- Edgar, R. C . MUSCLE: a multiple sequence alignment method with reduced time and space complexity. BMC Bioinformatics 5, 113 (2004). · DOI
- 10.2144/000113672 · DOI
- 10.1073/pnas.1204952109 · DOI
- Diss, G. & Lehner, B . The genetic landscape of a physical interaction. Elife 7, (2018). · DOI · Paper page
- 10.1002/PRO.3943 · DOI
- 10.1093/NAR/GKAB301 · DOI
Cited by
Sorted by citations
Carolus, H., Sofras, D., Boccarella, G., Sephton-Clark, P., Biriukov, V., Cauldron, N. C., Lobo Romero, C., Vergauwen, R., Yazdani, S., Pierson, S., et al. (2024) · Nature Microbiology · doi:10.1038/s41564-024-01854-z · Cited by 72
Metadata
- Authors
- Després, P. C., Cisneros, A. F., Alexander, E. M., Sonigara, R., Gagné-Thivierge, C., Dubé, A. K., & Landry, C. R.
- Affiliations
- PROTEO (CA)
- Université Laval (CA)
- Corresponding author
- Després, Philippe C
- Landry, Christian R
- Venue
- Nature Ecology & Evolution
- Publisher
- openRxiv
- Published
- 2021-11-29
- Volume
- 6
- Issue
- 10
- Pages
- 1501-1515
- ISSN
- 2397-334X (ISSN-L)
- OpenAlex
- W4294053447
- Cited by
- 32
- References
- 1
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 13 · 2023: 5 · 2022: 1
- FWCI
- 3.05
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- Nature Ecology & Evolution (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- University of California, San Francisco
- Canadian Institutes of Health Research (387697)
- Fonds de recherche du Québec – Nature et technologies (2022-PR-298169)
- National Institute of General Medical Sciences (R01GM129325)
- National Institute of Allergy and Infectious Diseases
- 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
- antifungal resistance, 5-fluorocytosine, cytosine deaminase, missense mutations, protein destabilization, dose-response relationship, Saccharomyces cerevisiae, Cryptococcus neoformans, fungal pathogens
- MeSH terms
- Nutrients, Antifungal Agents, Cytosine, Flucytosine, Saccharomyces cerevisiae, Cytosine Deaminase
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.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review