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The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback
BACKGROUND: Regulation of gene expression is of paramount importance in all living systems. In the past two decades, it has been discovered that certain motifs, such as the feedforward motif, are overrepresented in gene regulatory circuits. Feedforward loops are also ubiquitous in process control en...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2019
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6617889/ https://www.ncbi.nlm.nih.gov/pubmed/31333758 http://dx.doi.org/10.1186/s13036-019-0190-3 |
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author | Reeves, Gregory T. |
author_facet | Reeves, Gregory T. |
author_sort | Reeves, Gregory T. |
collection | PubMed |
description | BACKGROUND: Regulation of gene expression is of paramount importance in all living systems. In the past two decades, it has been discovered that certain motifs, such as the feedforward motif, are overrepresented in gene regulatory circuits. Feedforward loops are also ubiquitous in process control engineering, and are nearly always structured so that one branch has the opposite effect of the other, which is a structure known as an “incoherent” feedforward loop in biology. In engineered systems, feedforward control loops are subject to several engineering constraints, including that (1) they are finely-tuned so that the system returns to the original steady state after a disturbance occurs (perfect adaptation), (2) they are typically only implemented in the combination with negative feedback, and (3) they can greatly improve the stability and dynamical characteristics of the conjoined negative feedback loop. On the other hand, in biology, incoherent feedforward loops can serve many purposes, one of which may be perfect adaptation. It is an open question as to whether those that achieve perfect adaptation are subject to the above engineering principles. RESULTS: We analyzed an incoherent feedforward gene regulatory motif from the standpoint of the above engineering principles. In particular, we showed that an incoherent feedforward loop Type 1 (I1-FFL), from within a gene regulatory circuit, can be finely-tuned for perfect adaptation after a stimulus, and that the robustness of this behavior is increased by the presence of moderate negative feedback. In addition, we analyzed the advantages of adding a feedforward loop to a system that already operated under negative feedback, and found that the dynamical properties of the combined feedforward/feedback system were superior. CONCLUSIONS: Our analysis shows that many of the engineering principles used in engineering design of feedforward control are also applicable to feedforward loops in biological systems. We speculate that principles found in other domains of engineering may also be applicable to analogous structures in biology. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13036-019-0190-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6617889 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66178892019-07-22 The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback Reeves, Gregory T. J Biol Eng Research BACKGROUND: Regulation of gene expression is of paramount importance in all living systems. In the past two decades, it has been discovered that certain motifs, such as the feedforward motif, are overrepresented in gene regulatory circuits. Feedforward loops are also ubiquitous in process control engineering, and are nearly always structured so that one branch has the opposite effect of the other, which is a structure known as an “incoherent” feedforward loop in biology. In engineered systems, feedforward control loops are subject to several engineering constraints, including that (1) they are finely-tuned so that the system returns to the original steady state after a disturbance occurs (perfect adaptation), (2) they are typically only implemented in the combination with negative feedback, and (3) they can greatly improve the stability and dynamical characteristics of the conjoined negative feedback loop. On the other hand, in biology, incoherent feedforward loops can serve many purposes, one of which may be perfect adaptation. It is an open question as to whether those that achieve perfect adaptation are subject to the above engineering principles. RESULTS: We analyzed an incoherent feedforward gene regulatory motif from the standpoint of the above engineering principles. In particular, we showed that an incoherent feedforward loop Type 1 (I1-FFL), from within a gene regulatory circuit, can be finely-tuned for perfect adaptation after a stimulus, and that the robustness of this behavior is increased by the presence of moderate negative feedback. In addition, we analyzed the advantages of adding a feedforward loop to a system that already operated under negative feedback, and found that the dynamical properties of the combined feedforward/feedback system were superior. CONCLUSIONS: Our analysis shows that many of the engineering principles used in engineering design of feedforward control are also applicable to feedforward loops in biological systems. We speculate that principles found in other domains of engineering may also be applicable to analogous structures in biology. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13036-019-0190-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-07-10 /pmc/articles/PMC6617889/ /pubmed/31333758 http://dx.doi.org/10.1186/s13036-019-0190-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Reeves, Gregory T. The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback |
title | The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback |
title_full | The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback |
title_fullStr | The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback |
title_full_unstemmed | The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback |
title_short | The engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback |
title_sort | engineering principles of combining a transcriptional incoherent feedforward loop with negative feedback |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6617889/ https://www.ncbi.nlm.nih.gov/pubmed/31333758 http://dx.doi.org/10.1186/s13036-019-0190-3 |
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