Published May 2021 | Version Submitted
Book Section - Chapter Open

Stability and Control of Biomolecular Circuits through Structure

  • 1. ROR icon California Institute of Technology
  • 2. ROR icon ETH Zurich

Abstract

Due to omnipresent uncertainties and environmental disturbances, natural and engineered biological organisms face the challenging control problem of achieving robust performance using unreliable parts. The key to overcoming this challenge rests in identifying structures of biomolecular circuits that are largely invariant despite uncertainties, and building control through such structures. In this work, we show that log derivatives can capture the structural regimes of biocircuits in regulating the production and degradation rates of molecules. We show that log derivatives can establish stability of fixed points based on structure, despite large variations in rates and functional forms of models. Furthermore, we demonstrate how control objectives, such as robust perfect adaptation (i.e. step disturbance rejection), could be implemented through structure. Due to the method's simplicity, structural properties for analysis and design of biomolecular circuits can often be determined by a glance at the equations.

Additional Information

© 2021 AACC. The authors would like to thank Daniele Cappelletti and John Marken for constructive discussions. F. X. and J. C. D. are partially funded by the Defense Advanced Research Projects Agency (Agreement HR0011-16-2-0049 and HR0011-17-2-0008).

Attached Files

Submitted - 2020.11.04.368381v1.full.pdf

Files

2020.11.04.368381v1.full.pdf

Files (448.8 kB)

Name Size
md5:70437a49a53e56d4bb2258d7ef1f9de2
448.8 kB Preview Download

Additional details

Identifiers

Eprint ID
106478
Resolver ID
CaltechAUTHORS:20201106-110344530

Related works

Funding

Defense Advanced Research Projects Agency (DARPA)
HR0011-16-2-0049
Defense Advanced Research Projects Agency (DARPA)
HR0011-17-2-0008

Dates

Created
2020-11-06
Created from EPrint's datestamp field
Updated
2021-08-25
Created from EPrint's last_modified field