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Changes in gene expression predictably shift and switch genetic interactions

Author

Listed:
  • Xianghua Li

    (The Barcelona Institute of Science and Technology)

  • Jasna Lalić

    (The Barcelona Institute of Science and Technology)

  • Pablo Baeza-Centurion

    (The Barcelona Institute of Science and Technology)

  • Riddhiman Dhar

    (The Barcelona Institute of Science and Technology)

  • Ben Lehner

    (The Barcelona Institute of Science and Technology
    Universitat Pompeu Fabra (UPF)
    ICREA)

Abstract

Non-additive interactions between mutations occur extensively and also change across conditions, making genetic prediction a difficult challenge. To better understand the plasticity of genetic interactions (epistasis), we combine mutations in a single protein performing a single function (a transcriptional repressor inhibiting a target gene). Even in this minimal system, genetic interactions switch from positive (suppressive) to negative (enhancing) as the expression of the gene changes. These seemingly complicated changes can be predicted using a mathematical model that propagates the effects of mutations on protein folding to the cellular phenotype. More generally, changes in gene expression should be expected to alter the effects of mutations and how they interact whenever the relationship between expression and a phenotype is nonlinear, which is the case for most genes. These results have important implications for understanding genotype-phenotype maps and illustrate how changes in genetic interactions can often—but not always—be predicted by hierarchical mechanistic models.

Suggested Citation

  • Xianghua Li & Jasna Lalić & Pablo Baeza-Centurion & Riddhiman Dhar & Ben Lehner, 2019. "Changes in gene expression predictably shift and switch genetic interactions," Nature Communications, Nature, vol. 10(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:10:y:2019:i:1:d:10.1038_s41467-019-11735-3
    DOI: 10.1038/s41467-019-11735-3
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    Cited by:

    1. Xuan Xie & Xia Sun & Yuheng Wang & Ben Lehner & Xianghua Li, 2023. "Dominance vs epistasis: the biophysical origins and plasticity of genetic interactions within and between alleles," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    2. M. L. Richter & I. K. Deligiannis & K. Yin & A. Danese & E. Lleshi & P. Coupland & C. A. Vallejos & K. P. Matchett & N. C. Henderson & M. Colome-Tatche & C. P. Martinez-Jimenez, 2021. "Single-nucleus RNA-seq2 reveals functional crosstalk between liver zonation and ploidy," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    3. Andreas Wagner, 2023. "Evolvability-enhancing mutations in the fitness landscapes of an RNA and a protein," Nature Communications, Nature, vol. 14(1), pages 1-11, December.

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