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126 Publications
2023 | Journal Article | IST-REx-ID: 12478 | 
C. C. Guet, L. Bruneaux, P. Oikonomou, M. Aldana, and P. Cluzel, “Monitoring lineages of growing and dividing bacteria reveals an inducible memory of mar operon expression,” Frontiers in Microbiology, vol. 14. Frontiers, 2023.
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2022 | Journal Article | IST-REx-ID: 10939 |
A. Davidović, R. P. Chait, G. Batt, and J. Ruess, “Parameter inference for stochastic biochemical models from perturbation experiments parallelised at the single cell level,” PLoS Computational Biology, vol. 18, no. 3. Public Library of Science, 2022.
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2022 | Journal Article | IST-REx-ID: 11713 |
N. Nikolic, M. Sauert, T. G. Albanese, and I. Moll, “Quantifying heterologous gene expression during ectopic MazF production in Escherichia coli,” BMC Research Notes, vol. 15. Springer Nature, 2022.
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2022 | Journal Article | IST-REx-ID: 10736 |
M. Lagator et al., “Predicting bacterial promoter function and evolution from random sequences,” eLife, vol. 11. eLife Sciences Publications, 2022.
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2022 | Journal Article | IST-REx-ID: 10812
R. Römhild, M. T. Bollenbach, and D. I. Andersson, “The physiology and genetics of bacterial responses to antibiotic combinations,” Nature Reviews Microbiology, vol. 20. Springer Nature, pp. 478–490, 2022.
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2022 | Journal Article | IST-REx-ID: 11339 |
G. Glover et al., “Nutrient and salt depletion synergistically boosts glucose metabolism in individual Escherichia coli cells,” Communications Biology, vol. 5. Springer Nature, 2022.
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2022 | Journal Article | IST-REx-ID: 11843 |
K. Tomasek, A. F. Leithner, I. Glatzová, M. S. Lukesch, C. C. Guet, and M. K. Sixt, “Type 1 piliated uropathogenic Escherichia coli hijack the host immune response by binding to CD14,” eLife, vol. 11. eLife Sciences Publications, 2022.
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2022 | Journal Article | IST-REx-ID: 12333 |
I. Tomanek and C. C. Guet, “Adaptation dynamics between copynumber and point mutations,” eLife, vol. 11. eLife Sciences Publications, 2022.
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2022 | Research Data Reference | IST-REx-ID: 12339 |
I. Tomanek and C. C. Guet, “Flow cytometry YFP and CFP data and deep sequencing data of populations evolving in galactose.” Dryad, 2022.
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2021 | Journal Article | IST-REx-ID: 9046 |
R. Römhild and D. I. Andersson, “Mechanisms and therapeutic potential of collateral sensitivity to antibiotics,” PLoS Pathogens, vol. 17, no. 1. Public Library of Science, 2021.
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2021 | Journal Article | IST-REx-ID: 9647 |
T. Petrov, C. Igler, A. Sezgin, T. A. Henzinger, and C. C. Guet, “Long lived transients in gene regulation,” Theoretical Computer Science, vol. 893. Elsevier, pp. 1–16, 2021.
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2021 | Journal Article | IST-REx-ID: 9822 |
T. Zisis et al., “Sequential and switchable patterning for studying cellular processes under spatiotemporal control,” ACS Applied Materials and Interfaces, vol. 13, no. 30. American Chemical Society, pp. 35545–35560, 2021.
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2021 | Journal Article | IST-REx-ID: 9746 |
A. Batra, R. Römhild, E. Rousseau, S. Franzenburg, S. Niemann, and H. Schulenburg, “High potency of sequential therapy with only beta-lactam antibiotics,” eLife, vol. 10. eLife Sciences Publications, 2021.
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2021 | Journal Article | IST-REx-ID: 10363 |
J. Lee et al., “Rational engineering of an erythropoietin fusion protein to treat hypoxia,” Protein Engineering, Design and Selection, vol. 34. Oxford University Press, 2021.
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2021 | Journal Article | IST-REx-ID: 9283 |
A. A. Nagy-Staron et al., “Local genetic context shapes the function of a gene regulatory network,” eLife, vol. 10. eLife Sciences Publications, 2021.
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2021 | Journal Article | IST-REx-ID: 15270 |
D. Le, E. Krasnopeeva, F. Sinjab, T. Pilizota, and M. Kim, “Active efflux leads to heterogeneous dissipation of proton motive force by protonophores in bacteria,” mBio, vol. 12, no. 4. American Society for Microbiology, 2021.
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2021 | Thesis | IST-REx-ID: 10307 |
K. Tomasek, “Pathogenic Escherichia coli hijack the host immune response,” Institute of Science and Technology Austria, 2021.
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2021 | Preprint | IST-REx-ID: 10316 |
K. Tomasek, A. F. Leithner, I. Glatzová, M. S. Lukesch, C. C. Guet, and M. K. Sixt, “Type 1 piliated uropathogenic Escherichia coli hijack the host immune response by binding to CD14,” bioRxiv. Cold Spring Harbor Laboratory.
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2020 | Thesis | IST-REx-ID: 8155 |
R. Grah, “Gene regulation across scales – how biophysical constraints shape evolution,” Institute of Science and Technology Austria, 2020.
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2020 | Preprint | IST-REx-ID: 7675 |
R. Grah, B. Zoller, and G. Tkačik, “Normative models of enhancer function,” bioRxiv. Cold Spring Harbor Laboratory, 2020.
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2020 | Journal Article | IST-REx-ID: 7569 |
R. Grah and T. Friedlander, “The relation between crosstalk and gene regulation form revisited,” PLOS Computational Biology, vol. 16, no. 2. Public Library of Science, 2020.
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2020 | Research Data | IST-REx-ID: 8951 |
A. A. Nagy-Staron, “Sequences of gene regulatory network permutations for the article ‘Local genetic context shapes the function of a gene regulatory network.’” Institute of Science and Technology Austria, 2020.
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2020 | Research Data | IST-REx-ID: 7383 |
R. Grah, “Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level Gene Expression regulation.” Institute of Science and Technology Austria, 2020.
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2020 | Thesis | IST-REx-ID: 7680 |
S. Kainrath, “Synthetic tools for optogenetic and chemogenetic inhibition of cellular signals,” Institute of Science and Technology Austria, 2020.
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2020 | Journal Article | IST-REx-ID: 7652 |
I. Tomanek et al., “Gene amplification as a form of population-level gene expression regulation,” Nature Ecology & Evolution, vol. 4, no. 4. Springer Nature, pp. 612–625, 2020.
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2020 | Thesis | IST-REx-ID: 8653 |
I. Tomanek, “The evolution of gene expression by copy number and point mutations,” Institute of Science and Technology Austria, 2020.
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2019 | Journal Article | IST-REx-ID: 6465 |
H. Chassin, M. Müller, M. Tigges, L. Scheller, M. Lang, and M. Fussenegger, “A modular degron library for synthetic circuits in mammalian cells,” Nature Communications, vol. 10, no. 1. Springer Nature, 2019.
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2019 | Journal Article | IST-REx-ID: 6717 |
C. Igler and S. T. Abedon, “Commentary: A host-produced quorum-sensing autoinducer controls a phage lysis-lysogeny decision,” Frontiers in Microbiology, vol. 10. Frontiers, 2019.
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2019 | Journal Article | IST-REx-ID: 6784 |
J. Ruess, M. Pleska, C. C. Guet, and G. Tkačik, “Molecular noise of innate immunity shapes bacteria-phage ecologies,” PLoS Computational Biology, vol. 15, no. 7. Public Library of Science, 2019.
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2019 | Research Data Reference | IST-REx-ID: 9786
J. Ruess, M. Pleska, C. C. Guet, and G. Tkačik, “Supporting text and results.” Public Library of Science, 2019.
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2019 | Journal Article | IST-REx-ID: 138 |
N. Nikolic, “Autoregulation of bacterial gene expression: lessons from the MazEF toxin–antitoxin system,” Current Genetics, vol. 65, no. 1. Springer, pp. 133–138, 2019.
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2019 | Journal Article | IST-REx-ID: 196 |
M. Lang and M. Shkolnikov, “Harmonic dynamics of the Abelian sandpile,” Proceedings of the National Academy of Sciences, vol. 116, no. 8. National Academy of Sciences, pp. 2821–2830, 2019.
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2019 | Research Data | IST-REx-ID: 7016 |
I. Tomanek, “Data for the paper ‘Gene amplification as a form of population-level gene expression regulation.’” Institute of Science and Technology Austria, 2019.
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2019 | Thesis | IST-REx-ID: 6371 |
C. Igler, “On the nature of gene regulatory design - The biophysics of transcription factor binding shapes gene regulation,” Institute of Science and Technology Austria, 2019.
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2018 | Journal Article | IST-REx-ID: 723 |
P. Oliveto, T. Paixao, J. Pérez Heredia, D. Sudholt, and B. Trubenova, “How to escape local optima in black box optimisation when non elitism outperforms elitism,” Algorithmica, vol. 80, no. 5. Springer, pp. 1604–1633, 2018.
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2018 | Journal Article | IST-REx-ID: 503
K. Tomasek, T. Bergmiller, and C. C. Guet, “Lack of cations in flow cytometry buffers affect fluorescence signals by reducing membrane stability and viability of Escherichia coli strains,” Journal of Biotechnology, vol. 268. Elsevier, pp. 40–52, 2018.
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2018 | Journal Article | IST-REx-ID: 82 |
W. Chaudhry et al., “Leaky resistance and the conditions for the existence of lytic bacteriophage,” PLoS Biology, vol. 16, no. 8. Public Library of Science, 2018.
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2018 | Research Data Reference | IST-REx-ID: 9810
W. Chaudhry et al., “Numerical data used in figures.” Public Library of Science, 2018.
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2018 | Journal Article | IST-REx-ID: 457
M. Pleska, M. Lang, D. Refardt, B. Levin, and C. C. Guet, “Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity,” Nature Ecology and Evolution, vol. 2, no. 2. Springer Nature, pp. 359–366, 2018.
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2018 | Journal Article | IST-REx-ID: 5984 |
M. Morri et al., “Optical functionalization of human class A orphan G-protein-coupled receptors,” Nature Communications, vol. 9, no. 1. Springer Nature, 2018.
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2018 | Journal Article | IST-REx-ID: 19 |
A. Palmer, R. P. Chait, and R. Kishony, “Nonoptimal gene expression creates latent potential for antibiotic resistance,” Molecular Biology and Evolution, vol. 35, no. 11. Oxford University Press, pp. 2669–2684, 2018.
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2018 | Journal Article | IST-REx-ID: 438 |
N. Nikolic, T. Bergmiller, A. Vandervelde, T. Albanese, L. Gelens, and I. Moll, “Autoregulation of mazEF expression underlies growth heterogeneity in bacterial populations,” Nucleic Acids Research, vol. 46, no. 6. Oxford University Press, pp. 2918–2931, 2018.
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2018 | Research Data | IST-REx-ID: 5569 |
T. Bergmiller and N. Nikolic, “Time-lapse microscopy data.” Institute of Science and Technology Austria, 2018.
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2018 | Journal Article | IST-REx-ID: 161 |
D. De Martino, A. A. Mc, T. Bergmiller, C. C. Guet, and G. Tkačik, “Statistical mechanics for metabolic networks during steady state growth,” Nature Communications, vol. 9, no. 1. Springer Nature, 2018.
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2018 | Thesis | IST-REx-ID: 26 |
M. Steinrück, “The influence of sequence context on the evolution of bacterial gene expression,” Institute of Science and Technology Austria, 2018.
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2018 | Journal Article | IST-REx-ID: 67 |
C. Igler, M. Lagator, G. Tkačik, J. P. Bollback, and C. C. Guet, “Evolutionary potential of transcription factors for gene regulatory rewiring,” Nature Ecology and Evolution, vol. 2, no. 10. Nature Publishing Group, pp. 1633–1643, 2018.
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2018 | Research Data | IST-REx-ID: 5585 |
C. Igler, M. Lagator, G. Tkačik, J. P. Bollback, and C. C. Guet, “Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring.” Institute of Science and Technology Austria, 2018.
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2017 | Journal Article | IST-REx-ID: 538 |
S. Kainrath, M. Stadler, E. Gschaider-Reichhart, M. Distel, and H. L. Janovjak, “Grünlicht-induzierte Rezeptorinaktivierung durch Cobalamin-bindende Domänen,” Angewandte Chemie, vol. 129, no. 16. Wiley, pp. 4679–4682, 2017.
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2017 | Journal Article | IST-REx-ID: 570 |
M. Lagator, S. Sarikas, H. Acar, J. P. Bollback, and C. C. Guet, “Regulatory network structure determines patterns of intermolecular epistasis,” eLife, vol. 6. eLife Sciences Publications, 2017.
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2017 | Journal Article | IST-REx-ID: 613 |
R. P. Chait, J. Ruess, T. Bergmiller, G. Tkačik, and C. C. Guet, “Shaping bacterial population behavior through computer interfaced control of individual cells,” Nature Communications, vol. 8, no. 1. Nature Publishing Group, 2017.
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2017 | Journal Article | IST-REx-ID: 624 |
N. Nikolic, Z. Didara, and I. Moll, “MazF activation promotes translational heterogeneity of the grcA mRNA in Escherichia coli populations,” PeerJ, vol. 2017, no. 9. PeerJ, 2017.
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2017 | Journal Article | IST-REx-ID: 655 |
T. Renault et al., “Bacterial flagella grow through an injection diffusion mechanism,” eLife, vol. 6. eLife Sciences Publications, 2017.
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2017 | Journal Article | IST-REx-ID: 541 |
N. Nikolic et al., “Cell-to-cell variation and specialization in sugar metabolism in clonal bacterial populations,” PLoS Genetics, vol. 13, no. 12. Public Library of Science, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9847 |
M. Pleska and C. C. Guet, “Supplementary materials and methods; Full data set from effects of mutations in phage restriction sites during escape from restriction–modification.” The Royal Society, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9845
N. Nikolic et al., “Mathematical model.” Public Library of Science, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9849
M. Lukacisinova, S. Novak, and T. Paixao, “Modelling and simulation details.” Public Library of Science, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9850
M. Lukacisinova, S. Novak, and T. Paixao, “Extensions of the model.” Public Library of Science, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9846
N. Nikolic et al., “Supplementary methods.” Public Library of Science, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9851
M. Lukacisinova, S. Novak, and T. Paixao, “Heuristic prediction for multiple stresses.” Public Library of Science, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9852
M. Lukacisinova, S. Novak, and T. Paixao, “Resistance frequencies for different combination strategies.” Public Library of Science, 2017.
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2017 | Research Data Reference | IST-REx-ID: 9844
N. Nikolic et al., “Source data for figures and tables.” Public Library of Science, 2017.
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2017 | Journal Article | IST-REx-ID: 561 |
M. Pleska and C. C. Guet, “Effects of mutations in phage restriction sites during escape from restriction–modification,” Biology Letters, vol. 13, no. 12. The Royal Society, 2017.
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2017 | Thesis | IST-REx-ID: 202 |
M. Pleska, “Biology of restriction-modification systems at the single-cell and population level,” Institute of Science and Technology Austria, 2017.
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2017 | Journal Article | IST-REx-ID: 1351 |
M. Giacobbe, C. C. Guet, A. Gupta, T. A. Henzinger, T. Paixao, and T. Petrov, “Model checking the evolution of gene regulatory networks,” Acta Informatica, vol. 54, no. 8. Springer, pp. 765–787, 2017.
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2017 | Journal Article | IST-REx-ID: 1336 |
T. Paixao, J. Pérez Heredia, D. Sudholt, and B. Trubenova, “Towards a runtime comparison of natural and artificial evolution,” Algorithmica, vol. 78, no. 2. Springer, pp. 681–713, 2017.
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2017 | Journal Article | IST-REx-ID: 954 |
M. Lagator, T. Paixao, N. H. Barton, J. P. Bollback, and C. C. Guet, “On the mechanistic nature of epistasis in a canonical cis-regulatory element,” eLife, vol. 6. eLife Sciences Publications, 2017.
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2017 | Journal Article | IST-REx-ID: 1007 |
M. Lang and E. Sontag, “Zeros of nonlinear systems with input invariances,” Automatica, vol. 81C. International Federation of Automatic Control, pp. 46–55, 2017.
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2017 | Research Data | IST-REx-ID: 5564 |
M. Steinrück and C. C. Guet, “Fastq files for ‘Complex chromosomal neighborhood effects determine the adaptive potential of a gene under selection.’” Institute of Science and Technology Austria, 2017.
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2017 | Research Data | IST-REx-ID: 5560 |
T. Bergmiller et al., “Biased partitioning of the multi-drug efflux pump AcrAB-TolC underlies long-lived phenotypic heterogeneity.” Institute of Science and Technology Austria, 2017.
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2017 | Journal Article | IST-REx-ID: 665
T. Bergmiller et al., “Biased partitioning of the multidrug efflux pump AcrAB TolC underlies long lived phenotypic heterogeneity,” Science, vol. 356, no. 6335. American Association for the Advancement of Science, pp. 311–315, 2017.
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2017 | Journal Article | IST-REx-ID: 1028 |
S. Kainrath, M. Stadler, E. Gschaider-Reichhart, M. Distel, and H. L. Janovjak, “Green-light-induced inactivation of receptor signaling using cobalamin-binding domains,” Angewandte Chemie - International Edition, vol. 56, no. 16. Wiley-Blackwell, pp. 4608–4611, 2017.
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2017 | Journal Article | IST-REx-ID: 704 |
M. Steinrück and C. C. Guet, “Complex chromosomal neighborhood effects determine the adaptive potential of a gene under selection,” eLife, vol. 6. eLife Sciences Publications, 2017.
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2017 | Journal Article | IST-REx-ID: 696 |
M. Lukacisinova, S. Novak, and T. Paixao, “Stress induced mutagenesis: Stress diversity facilitates the persistence of mutator genes,” PLoS Computational Biology, vol. 13, no. 7. Public Library of Science, 2017.
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2017 | Journal Article | IST-REx-ID: 735
V. Barone et al., “An effective feedback loop between cell-cell contact duration and morphogen signaling determines cell fate,” Developmental Cell, vol. 43, no. 2. Cell Press, pp. 198–211, 2017.
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2016 | Journal Article | IST-REx-ID: 1170
M. Lang and J. Stelling, “Modular parameter identification of biomolecular networks,” SIAM Journal on Scientific Computing, vol. 38, no. 6. Society for Industrial and Applied Mathematics , pp. B988–B1008, 2016.
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2016 | Conference Paper | IST-REx-ID: 1220 |
G. Mikić, A. Stoll, J. Bevirt, R. Grah, and M. Moore, “Fuselage boundary layer ingestion propulsion applied to a thin haul commuter aircraft for optimal efficiency,” presented at the AIAA: Aviation Technology, Integration, and Operations Conference, Washington, D.C., USA, 2016, pp. 1–19.
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2016 | Journal Article | IST-REx-ID: 1290 |
L. Stone, M. Baym, T. Lieberman, R. P. Chait, J. Clardy, and R. Kishony, “Compounds that select against the tetracycline-resistance efflux pump,” Nature Chemical Biology, vol. 12, no. 11. Nature Publishing Group, pp. 902–904, 2016.
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2016 | Conference Paper | IST-REx-ID: 1320
M. Lang and E. Sontag, “Scale-invariant systems realize nonlinear differential operators,” presented at the ACC: American Control Conference, Boston, MA, USA, 2016, vol. 2016–July.
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2016 | Journal Article | IST-REx-ID: 1332 |
R. P. Chait, A. Palmer, I. Yelin, and R. Kishony, “Pervasive selection for and against antibiotic resistance in inhomogeneous multistress environments,” Nature Communications, vol. 7. Nature Publishing Group, 2016.
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2016 | Journal Article | IST-REx-ID: 1342 |
M. Baym et al., “Spatiotemporal microbial evolution on antibiotic landscapes,” Science, vol. 353, no. 6304. American Association for the Advancement of Science, pp. 1147–1151, 2016.
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2016 | Conference Paper | IST-REx-ID: 1349 |
P. Oliveto, T. Paixao, J. Heredia, D. Sudholt, and B. Trubenova, “When non-elitism outperforms elitism for crossing fitness valleys,” in Proceedings of the Genetic and Evolutionary Computation Conference 2016 , Denver, CO, USA, 2016, pp. 1163–1170.
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2016 | Journal Article | IST-REx-ID: 1359 |
T. Paixao and N. H. Barton, “The effect of gene interactions on the long-term response to selection,” PNAS, vol. 113, no. 16. National Academy of Sciences, pp. 4422–4427, 2016.
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| PubMed | Europe PMC
2016 | Journal Article | IST-REx-ID: 1427 |
M. Lagator, C. Igler, A. Moreno, C. C. Guet, and J. P. Bollback, “Epistatic interactions in the arabinose cis-regulatory element,” Molecular Biology and Evolution, vol. 33, no. 3. Oxford University Press, pp. 761–769, 2016.
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2016 | Conference Paper | IST-REx-ID: 1524 |
A. Beica, C. C. Guet, and T. Petrov, “Efficient reduction of kappa models by static inspection of the rule-set,” presented at the HSB: Hybrid Systems Biology, Madrid, Spain, 2016, vol. 9271, pp. 173–191.
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2016 | Journal Article | IST-REx-ID: 1250 |
A. Boehm, M. Arnoldini, T. Bergmiller, T. Röösli, C. Bigosch, and M. Ackermann, “Genetic manipulation of glycogen allocation affects replicative lifespan in E coli,” PLoS Genetics, vol. 12, no. 4. Public Library of Science, 2016.
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2016 | Research Data Reference | IST-REx-ID: 9873
A. Boehm, M. Arnoldini, T. Bergmiller, T. Röösli, C. Bigosch, and M. Ackermann, “Quantification of the growth rate reduction as a consequence of age-specific mortality.” Public Library of Science, 2016.
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2016 | Journal Article | IST-REx-ID: 5749 |
S. Wielgoss, T. Bergmiller, A. M. Bischofberger, and A. R. Hall, “Adaptation to parasites and costs of parasite resistance in mutator and nonmutator bacteria,” Molecular Biology and Evolution, vol. 33, no. 3. Oxford University Press, pp. 770–782, 2016.
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2016 | Conference Paper | IST-REx-ID: 1093 |
P. Daca, T. A. Henzinger, J. Kretinsky, and T. Petrov, “Linear distances between Markov chains,” presented at the CONCUR: Concurrency Theory, Quebec City; Canada, 2016, vol. 59.
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2016 | Conference Paper | IST-REx-ID: 1234 |
P. Daca, T. A. Henzinger, J. Kretinsky, and T. Petrov, “Faster statistical model checking for unbounded temporal properties,” presented at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems, Eindhoven, The Netherlands, 2016, vol. 9636, pp. 112–129.
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2016 | Journal Article | IST-REx-ID: 1243
M. Pleska et al., “Bacterial autoimmunity due to a restriction-modification system,” Current Biology, vol. 26, no. 3. Cell Press, pp. 404–409, 2016.
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2016 | Journal Article | IST-REx-ID: 1358 |
T. Friedlander, R. Prizak, C. C. Guet, N. H. Barton, and G. Tkačik, “Intrinsic limits to gene regulation by global crosstalk,” Nature Communications, vol. 7. Nature Publishing Group, 2016.
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2015 | Conference Paper | IST-REx-ID: 1430 |
T. Paixao, D. Sudholt, J. Heredia, and B. Trubenova, “First steps towards a runtime comparison of natural and artificial evolution,” in Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, Madrid, Spain, 2015, pp. 1455–1462.
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2015 | Journal Article | IST-REx-ID: 1542 |
T. Paixao et al., “Toward a unifying framework for evolutionary processes,” Journal of Theoretical Biology, vol. 383. Elsevier, pp. 28–43, 2015.
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2015 | Journal Article | IST-REx-ID: 1840 |
B. Geiger, T. Petrov, G. Kubin, and H. Koeppl, “Optimal Kullback-Leibler aggregation via information bottleneck,” IEEE Transactions on Automatic Control, vol. 60, no. 4. IEEE, pp. 1010–1022, 2015.
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2015 | Research Data Reference | IST-REx-ID: 9712
M. Tugrul, T. Paixao, N. H. Barton, and G. Tkačik, “Other fitness models for comparison & for interacting TFBSs.” Public Library of Science, 2015.
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