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Double‐Edged Role of Resource Competition in Gene Expression Noise and Control

Despite extensive investigation demonstrating that resource competition can significantly alter the deterministic behaviors of synthetic gene circuits, it remains unclear how resource competition contributes to the gene expression noise and how this noise can be controlled. Utilizing a two‐gene circ...

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Autores principales: Goetz, Hanah, Stone, Austin, Zhang, Rong, Lai, Ying‐Cheng, Tian, Xiao‐Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9390979/
https://www.ncbi.nlm.nih.gov/pubmed/35989723
http://dx.doi.org/10.1002/ggn2.202100050
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author Goetz, Hanah
Stone, Austin
Zhang, Rong
Lai, Ying‐Cheng
Tian, Xiao‐Jun
author_facet Goetz, Hanah
Stone, Austin
Zhang, Rong
Lai, Ying‐Cheng
Tian, Xiao‐Jun
author_sort Goetz, Hanah
collection PubMed
description Despite extensive investigation demonstrating that resource competition can significantly alter the deterministic behaviors of synthetic gene circuits, it remains unclear how resource competition contributes to the gene expression noise and how this noise can be controlled. Utilizing a two‐gene circuit as a prototypical system, a surprising double‐edged role of resource competition in gene expression noise is uncovered: competition decreases noise through introducing a resource constraint but generates its own type of noise which we name as “resource competitive noise.” Utilization of orthogonal resources enables retainment of the noise reduction conferred by resource constraint while removing the added resource competitive noise. The noise reduction effects are studied using three negative feedback types: negatively competitive regulation (NCR), local, and global controllers, each having four placement architectures in the protein biosynthesis pathway (mRNA or protein inhibition on transcription or translation). The results show that both local and NCR controllers with mRNA‐mediated inhibition are efficacious at reducing noise, with NCR controllers demonstrating a superior noise‐reduction capability. Combining feedback controllers with orthogonal resources can improve the local controllers. This work provides deep insights into the origin of stochasticity in gene circuits with resource competition and guidance for developing effective noise control strategies.
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spelling pubmed-93909792023-01-06 Double‐Edged Role of Resource Competition in Gene Expression Noise and Control Goetz, Hanah Stone, Austin Zhang, Rong Lai, Ying‐Cheng Tian, Xiao‐Jun Adv Genet (Hoboken) Research Articles Despite extensive investigation demonstrating that resource competition can significantly alter the deterministic behaviors of synthetic gene circuits, it remains unclear how resource competition contributes to the gene expression noise and how this noise can be controlled. Utilizing a two‐gene circuit as a prototypical system, a surprising double‐edged role of resource competition in gene expression noise is uncovered: competition decreases noise through introducing a resource constraint but generates its own type of noise which we name as “resource competitive noise.” Utilization of orthogonal resources enables retainment of the noise reduction conferred by resource constraint while removing the added resource competitive noise. The noise reduction effects are studied using three negative feedback types: negatively competitive regulation (NCR), local, and global controllers, each having four placement architectures in the protein biosynthesis pathway (mRNA or protein inhibition on transcription or translation). The results show that both local and NCR controllers with mRNA‐mediated inhibition are efficacious at reducing noise, with NCR controllers demonstrating a superior noise‐reduction capability. Combining feedback controllers with orthogonal resources can improve the local controllers. This work provides deep insights into the origin of stochasticity in gene circuits with resource competition and guidance for developing effective noise control strategies. John Wiley and Sons Inc. 2022-02-08 /pmc/articles/PMC9390979/ /pubmed/35989723 http://dx.doi.org/10.1002/ggn2.202100050 Text en © 2022 The Authors. Advanced Genetics published by Wiley Periodicals LLC https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Goetz, Hanah
Stone, Austin
Zhang, Rong
Lai, Ying‐Cheng
Tian, Xiao‐Jun
Double‐Edged Role of Resource Competition in Gene Expression Noise and Control
title Double‐Edged Role of Resource Competition in Gene Expression Noise and Control
title_full Double‐Edged Role of Resource Competition in Gene Expression Noise and Control
title_fullStr Double‐Edged Role of Resource Competition in Gene Expression Noise and Control
title_full_unstemmed Double‐Edged Role of Resource Competition in Gene Expression Noise and Control
title_short Double‐Edged Role of Resource Competition in Gene Expression Noise and Control
title_sort double‐edged role of resource competition in gene expression noise and control
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9390979/
https://www.ncbi.nlm.nih.gov/pubmed/35989723
http://dx.doi.org/10.1002/ggn2.202100050
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