Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms

Abstract Temperature compensation and robustness to biological noise are two key characteristics of the circadian clock. These features allow the circadian pacemaker to maintain a steady oscillation in a wide range of environmental conditions. The presence of a time-delayed negative feedback loop in...

Full description

Bibliographic Details
Main Authors: Suchana Chakravarty, Christian I. Hong, Attila Csikász-Nagy
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:npj Systems Biology and Applications
Online Access:https://doi.org/10.1038/s41540-023-00268-7
_version_ 1811165837604683776
author Suchana Chakravarty
Christian I. Hong
Attila Csikász-Nagy
author_facet Suchana Chakravarty
Christian I. Hong
Attila Csikász-Nagy
author_sort Suchana Chakravarty
collection DOAJ
description Abstract Temperature compensation and robustness to biological noise are two key characteristics of the circadian clock. These features allow the circadian pacemaker to maintain a steady oscillation in a wide range of environmental conditions. The presence of a time-delayed negative feedback loop in the regulatory network generates autonomous circadian oscillations in eukaryotic systems. In comparison, the circadian clock of cyanobacteria is controlled by a strong positive feedback loop. Positive feedback loops with substrate depletion can also generate oscillations, inspiring other circadian clock models. What makes a circadian oscillatory network robust to extrinsic noise is unclear. We investigated four basic circadian oscillators with negative, positive, and combinations of positive and negative feedback loops to explore network features necessary for circadian clock resilience. We discovered that the negative feedback loop system performs the best in compensating temperature changes. We also show that a positive feedback loop can reduce extrinsic noise in periods of circadian oscillators, while intrinsic noise is reduced by negative feedback loops.
first_indexed 2024-04-10T15:43:08Z
format Article
id doaj.art-4b4028fef0044130bd52333897e90dd7
institution Directory Open Access Journal
issn 2056-7189
language English
last_indexed 2024-04-10T15:43:08Z
publishDate 2023-02-01
publisher Nature Portfolio
record_format Article
series npj Systems Biology and Applications
spelling doaj.art-4b4028fef0044130bd52333897e90dd72023-02-12T12:15:33ZengNature Portfolionpj Systems Biology and Applications2056-71892023-02-019111010.1038/s41540-023-00268-7Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythmsSuchana Chakravarty0Christian I. Hong1Attila Csikász-Nagy2Faculty of Information Technology and Bionics, Pázmány Péter Catholic UniversityDepartment of Pharmacology & Systems Physiology, University of CincinnatiFaculty of Information Technology and Bionics, Pázmány Péter Catholic UniversityAbstract Temperature compensation and robustness to biological noise are two key characteristics of the circadian clock. These features allow the circadian pacemaker to maintain a steady oscillation in a wide range of environmental conditions. The presence of a time-delayed negative feedback loop in the regulatory network generates autonomous circadian oscillations in eukaryotic systems. In comparison, the circadian clock of cyanobacteria is controlled by a strong positive feedback loop. Positive feedback loops with substrate depletion can also generate oscillations, inspiring other circadian clock models. What makes a circadian oscillatory network robust to extrinsic noise is unclear. We investigated four basic circadian oscillators with negative, positive, and combinations of positive and negative feedback loops to explore network features necessary for circadian clock resilience. We discovered that the negative feedback loop system performs the best in compensating temperature changes. We also show that a positive feedback loop can reduce extrinsic noise in periods of circadian oscillators, while intrinsic noise is reduced by negative feedback loops.https://doi.org/10.1038/s41540-023-00268-7
spellingShingle Suchana Chakravarty
Christian I. Hong
Attila Csikász-Nagy
Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms
npj Systems Biology and Applications
title Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms
title_full Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms
title_fullStr Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms
title_full_unstemmed Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms
title_short Systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms
title_sort systematic analysis of negative and positive feedback loops for robustness and temperature compensation in circadian rhythms
url https://doi.org/10.1038/s41540-023-00268-7
work_keys_str_mv AT suchanachakravarty systematicanalysisofnegativeandpositivefeedbackloopsforrobustnessandtemperaturecompensationincircadianrhythms
AT christianihong systematicanalysisofnegativeandpositivefeedbackloopsforrobustnessandtemperaturecompensationincircadianrhythms
AT attilacsikasznagy systematicanalysisofnegativeandpositivefeedbackloopsforrobustnessandtemperaturecompensationincircadianrhythms