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Contrasting selective signatures of gene expression plasticity in response to antifungal clotrimazole and common environmental stresses in yeast
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  • Published: 25 March 2026

Contrasting selective signatures of gene expression plasticity in response to antifungal clotrimazole and common environmental stresses in yeast

  • Yang Qian1,
  • Zhixuan Yao1,
  • Yu Yao1,
  • Ti Qin  ORCID: orcid.org/0009-0008-3329-23841,
  • Piaopiao Chen2 &
  • …
  • Haoxuan Liu  ORCID: orcid.org/0009-0009-1075-81851,3 

Nature Communications , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Evolutionary theory
  • Experimental evolution
  • Molecular evolution

Abstract

Phenotypic plasticity plays a key role in adaptation to fluctuating environments. However, its evolutionary significance remains debated, with conflicting views on whether it is actively maintained by natural selection or a neutral consequence of molecular constraints. In this study, we examine the evolutionary role of gene expression plasticity in yeast populations exposed to both common, ancestrally experienced stressors (NaCl and heat at 37 °C) and a novel stressor (the antifungal drug clotrimazole). Using mutation accumulation lines to separate the effects of natural selection from genetic drift, we compare gene expression responses (referred to as plastic change) between 22 natural strains, 15 mutation accumulation lines, and their progenitor under non-stressed and stressed conditions. Our results show that, in the antifungal environment, gene expression plasticity is selectively maintained, as indicated by its reduction in magnititude, reversal in directionality, and loss of stress-responsive pathways in mutation accumulation lines. In contrast, plasticity under the common stress conditions appears largely neutral, with random variation across mutation accumulation lines. This study provides direct evidence of the adaptive role of gene expression plasticity in response to novel stressors and offers insights into the molecular mechanisms driving these adaptive responses.

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Data availability

Source data are provided as a Source data file. All sequencing reads generated in this study have been deposited in the China National Genomics Data Center under the accession number CRA033816. Source data are provided with this paper.

References

  1. Sultan, S. E. Phenotypic plasticity as an intrinsic property of organisms. in Phenotypic Plasticity and Evolution (CRC Press, 2021).

  2. Futuyma, D. J. How does phenotypic plasticity fit into evolutionary theory? in Phenotypic Plasticity and Evolution (CRC Press, 2021).

  3. Phenotypic Plasticity and Evolution: Causes, Consequences, Controversies https://doi.org/10.1201/9780429343001 (CRC Press, 2021).

  4. Ghalambor, C. K., McKAY, J. K., Carroll, S. P. & Reznick, D. N. Adaptive versus non-adaptive phenotypic plasticity and the potential for contemporary adaptation in new environments. Funct. Ecol. 21, 394–407 (2007).

    Google Scholar 

  5. Lande, R. Adaptation to an extraordinary environment by evolution of phenotypic plasticity and genetic assimilation. J. Evol. Biol. 22, 1435–1446 (2009).

  6. Chen, P. & Zhang, J. Transcriptomic analysis reveals the rareness of genetic assimilation of gene expression in environmental adaptations. Sci. Adv. 9, eadi3053 (2023).

    Google Scholar 

  7. West-Eberhard, M. J. Developmental Plasticity and Evolution (Oxford University Press, 2003).

  8. Laland, K. N. et al. The extended evolutionary synthesis: its structure, assumptions and predictions. Proc. R. Soc. B Biol. Sci. 282, 20151019 (2015).

    Google Scholar 

  9. Laland, K. et al. Does evolutionary theory need a rethink? Nature 514, 161–164 (2014).

    Google Scholar 

  10. Pfennig, D. W. et al. Phenotypic plasticity’s impacts on diversification and speciation. Trends Ecol. Evol. 25, 459–467 (2010).

    Google Scholar 

  11. Moczek, A. P. et al. The role of developmental plasticity in evolutionary innovation. Proc. R. Soc. B Biol. Sci. 278, 2705–2713 (2011).

    Google Scholar 

  12. Levis, N. A. & Pfennig, D. W. Evaluating ‘plasticity-first’ evolution in nature: key criteria and empirical approaches. Trends Ecol. Evol. 31, 563–574 (2016).

  13. Robinson, B. W. & Dukas, R. The Influence of phenotypic modifications on evolution: the Baldwin effect and modern perspectives. Oikos 85, 582–589 (1999).

    Google Scholar 

  14. Price, T. D., Qvarnström, A. & Irwin, D. E. The role of phenotypic plasticity in driving genetic evolution. Proc. R. Soc. Lond. Ser. B Biol. Sci. 270, 1433–1440 (2003).

    Google Scholar 

  15. Ho, W.-C. & Zhang, J. Evolutionary adaptations to new environments generally reverse plastic phenotypic changes. Nat. Commun. 9, 350 (2018).

    Google Scholar 

  16. López-Maury, L., Marguerat, S. & Bähler, J. Tuning gene expression to changing environments: from rapid responses to evolutionary adaptation. Nat. Rev. Genet. 9, 583–593 (2008).

    Google Scholar 

  17. Ghalambor, C. K. et al. Non-adaptive plasticity potentiates rapid adaptive evolution of gene expression in nature. Nature 525, 372–375 (2015).

    Google Scholar 

  18. Waddington, C. H. Genetic assimilation of an acquired character. Evolution 7, 118–126 (1953).

    Google Scholar 

  19. Gasch, A. P. et al. Genomic expression programs in the response of yeast cells to environmental changes. Mol. Biol. Cell 11, 4241–4257 (2000).

    Google Scholar 

  20. Liu, H. & Zhang, J. The rate and molecular spectrum of mutation are selectively maintained in yeast. Nat. Commun. 12, 4044 (2021).

    Google Scholar 

  21. Maclean, C. J. et al. Deciphering the genic basis of yeast fitness variation by simultaneous forward and reverse genetics. Mol. Biol. Evol. 34, 2486–2502 (2017).

    Google Scholar 

  22. Hohmann, S. Osmotic stress signaling and osmoadaptation in yeasts. Microbiol. Mol. Biol. Rev. 66, 300–372 (2002).

    Google Scholar 

  23. Illarionov, A., Lahtvee, P.-J. & Kumar, R. Potassium and sodium salt stress characterization in the yeasts Saccharomyces cerevisiae, Kluyveromyces marxianus, and Rhodotorula toruloides. Appl. Environ. Microbiol. https://doi.org/10.1128/AEM.03100-20 (2021).

    Google Scholar 

  24. Crowley, P. D. & Gallagher, H. C. Clotrimazole as a pharmaceutical: past, present and future. J. Appl. Microbiol. 117, 611–617 (2014).

    Google Scholar 

  25. Haller, I. Mode of action of clotrimazole: implications for therapy. Am. J. Obstet. Gynecol. 152, 939–944 (1985).

    Google Scholar 

  26. Bei, C. et al. Genetically encoded transcriptional plasticity underlies stress adaptation in Mycobacterium tuberculosis. Nat. Commun. 15, 3088 (2024).

    Google Scholar 

  27. Valladares, F., Sanchez-Gomez, D. & Zavala, M. A. Quantitative estimation of phenotypic plasticity: bridging the gap between the evolutionary concept and its ecological applications. J. Ecol. 94, 1103–1116 (2006).

    Google Scholar 

  28. Sellers-Moya, Á, Nuévalos, M., Molina, M. & Martín, H. Clotrimazole-induced oxidative stress triggers novel yeast Pkc1-independent cell wall integrity MAPK pathway circuitry. J. Fungi 7, 647 (2021).

    Google Scholar 

  29. Yardımcı, B. K. & Tarhan, L. Oxidative effects of the human antifungal drug clotrimazole on the eucaryotic model organism Saccharomyces cerevisiae. Arch. Microbiol. 206, 290 (2024).

    Google Scholar 

  30. Chi, W.-C. et al. Autotoxicity mechanism of Oryza sativa: transcriptome response in rice roots exposed to ferulic acid. BMC Genom. 14, 351 (2013).

    Google Scholar 

  31. Li, Y. et al. Using transcriptomics, proteomics and phosphoproteomics as new approach methodology (NAM) to define biological responses for chemical safety assessment. Chemosphere 313, 137359 (2023).

    Google Scholar 

  32. Zancan, P., Rosas, A. O., Marcondes, M. C., Marinho-Carvalho, M. M. & Sola-Penna, M. Clotrimazole inhibits and modulates heterologous association of the key glycolytic enzyme 6-phosphofructo-1-kinase. Biochem. Pharm. 73, 1520–1527 (2007).

    Google Scholar 

  33. Kasper, L. et al. Antifungal activity of clotrimazole against Candida albicans depends on carbon sources, growth phase and morphology. J. Med. Microbiol. 64, 714–723 (2015).

    Google Scholar 

  34. Srinivas, U. S., Tan, B. W. Q., Vellayappan, B. A. & Jeyasekharan, A. D. ROS and the DNA damage response in cancer. Redox Biol. 25, 101084 (2018).

    Google Scholar 

  35. de Nadal, E. & Posas, F. The HOG pathway and the regulation of osmoadaptive responses in yeast. FEMS Yeast Res. 22, foac013 (2022).

    Google Scholar 

  36. Wood, D. P. et al. Genetic assimilation of ancestral plasticity during parallel adaptation to zinc contamination in Silene uniflora. Nat. Ecol. Evol. 7, 414–423 (2023).

    Google Scholar 

  37. Duveau, F., Yuan, D. C., Metzger, B. P. H., Hodgins-Davis, A. & Wittkopp, P. J. Effects of mutation and selection on plasticity of a promoter activity in Saccharomyces cerevisiae. Proc. Natl. Acad. Sci. USA 114, E11218–E11227 (2017).

    Google Scholar 

  38. Warringer, J., Ericson, E., Fernandez, L., Nerman, O. & Blomberg, A. High-resolution yeast phenomics resolves different physiological features in the saline response. Proc. Natl. Acad. Sci. USA 100, 15724–15729 (2003).

    Google Scholar 

  39. Li, H. & Durbin, R. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25, 1754–1760 (2009).

    Google Scholar 

  40. McKenna, A. et al. The genome analysis toolkit: a mapreduce framework for analyzing next-generation DNA sequencing data. Genome Res. 20, 1297–1303 (2010).

    Google Scholar 

  41. Chen, S. Ultrafast one-pass FASTQ data preprocessing, quality control, and deduplication using fastp. Imeta 2, e107 (2023).

    Google Scholar 

  42. Zhang, Y., Park, C., Bennett, C., Thornton, M. & Kim, D. Rapid and accurate alignment of nucleotide conversion sequencing reads with HISAT-3N. Genome Res. 31, 1290–1295 (2021).

    Google Scholar 

  43. Danecek, P. et al. Twelve years of SAMtools and BCFtools. GigaScience 10, giab008 (2021).

    Google Scholar 

  44. Liao, Y., Smyth, G. K. & Shi, W. The subread aligner: fast, accurate and scalable read mapping by seed-and-vote. Nucleic Acids Res. 41, e108 (2013).

    Google Scholar 

  45. Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 550 (2014).

    Google Scholar 

  46. Wu, T. et al. clusterProfiler 4.0: a universal enrichment tool for interpreting omics data. Innovation 2, 100141 (2021).

  47. Xu, H. et al. Synchronization of stochastic expressions drives the clustering of functionally related genes. Sci. Adv. 5, eaax6525 (2019).

    Google Scholar 

  48. Sharon, E. et al. Functional genetic variants revealed by massively parallel precise genome editing. Cell 175, 544–557 (2018).

    Google Scholar 

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Acknowledgements

We thank the three anonymous reviewers for their constructive comments. H.L. is supported by the National Key Research and Development Program of China (2024YFA1802500) and the National Natural Science Foundation of China (32470646). P.C. is supported by the National Key Research and Development Program of China (2024YFA1802500) and the National Natural Science Foundation of China (32470650).

Author information

Authors and Affiliations

  1. Center for Evolutionary & Organismal Biology, Department of Pharmacy, Center for Regeneration and Aging Medicine, The Fourth Affiliated Hospital of School of Medicine, International School of Medicine, and International Institutes of Medicine, Zhejiang University School of Medicine, Hangzhou, China

    Yang Qian, Zhixuan Yao, Yu Yao, Ti Qin & Haoxuan Liu

  2. College of Life Sciences, Zhejiang University, Hangzhou, China

    Piaopiao Chen

  3. Zhejiang-Denmark Joint Laboratory of Regeneration and Aging Medicine, Yiwu, China

    Haoxuan Liu

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  1. Yang Qian
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  2. Zhixuan Yao
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Contributions

H.L., P.C. conceived the project and designed the experiment. Y.Q., Z.Y., Y.Y., and T.Q. carried out the experiment and analyzed the data. H.L., P.C., and Y.Q. wrote the manuscript. All authors have read and approved the manuscript.

Corresponding authors

Correspondence to Piaopiao Chen or Haoxuan Liu.

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Cite this article

Qian, Y., Yao, Z., Yao, Y. et al. Contrasting selective signatures of gene expression plasticity in response to antifungal clotrimazole and common environmental stresses in yeast. Nat Commun (2026). https://doi.org/10.1038/s41467-026-71153-0

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  • Received: 20 March 2025

  • Accepted: 10 March 2026

  • Published: 25 March 2026

  • DOI: https://doi.org/10.1038/s41467-026-71153-0

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