Universal thermodynamic bounds on the Fano factor of discriminatory networks with unidirectional transitions
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arXiv
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| Format: | Preprint |
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2023
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| _version_ | 1866914757979668480 |
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| author | Berx, Jonas Proesmans, Karel |
| author_facet | Berx, Jonas Proesmans, Karel |
| contents | We derive a universal lower bound on the Fano factors of general biochemical discriminatory networks involving irreversible catalysis steps, based on the thermodynamic uncertainty relation, and compare it to a numerically exact Pareto optimal front. This bound is completely general, involving only the reversible entropy production per product formed and the error fraction of the system. We then show that by judiciously choosing which transitions to include in the reversible entropy production, one can derive a family of bounds that can be fine-tuned to include physical observables at hand. Lastly, we test our bound by considering three discriminatory schemes: a multi-stage Michaelis-Menten network, a Michaelis-Menten network with correlations between subsequent products, and a multi-stage kinetic proofreading network, where for the latter application the bound is altered to include the hydrolytic cost of the proofreading steps. We find that our bound is remarkably tight. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2312_01051 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Universal thermodynamic bounds on the Fano factor of discriminatory networks with unidirectional transitions Berx, Jonas Proesmans, Karel Statistical Mechanics Chemical Physics We derive a universal lower bound on the Fano factors of general biochemical discriminatory networks involving irreversible catalysis steps, based on the thermodynamic uncertainty relation, and compare it to a numerically exact Pareto optimal front. This bound is completely general, involving only the reversible entropy production per product formed and the error fraction of the system. We then show that by judiciously choosing which transitions to include in the reversible entropy production, one can derive a family of bounds that can be fine-tuned to include physical observables at hand. Lastly, we test our bound by considering three discriminatory schemes: a multi-stage Michaelis-Menten network, a Michaelis-Menten network with correlations between subsequent products, and a multi-stage kinetic proofreading network, where for the latter application the bound is altered to include the hydrolytic cost of the proofreading steps. We find that our bound is remarkably tight. |
| title | Universal thermodynamic bounds on the Fano factor of discriminatory networks with unidirectional transitions |
| topic | Statistical Mechanics Chemical Physics |
| url | https://arxiv.org/abs/2312.01051 |