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Quasi-Integral Control for Robustness to Perturbations of Integrated Genetic Devices in Living Cells for Biotechnology

Quasi-Integral Control for Robustness to Perturbations of Integrated Genetic Devices in Living Cells for Biotechnology
生物技术活细胞中集成遗传装置对扰动鲁棒性的准积分控制
批准号:
1727189
负责人:
Domitilla Del Vecchio
金额:
$40.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-09-01 至 2020-08-31

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中文摘要
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英文摘要
The objective of this research is to develop the theoretical underpinnings for the design of integral feedback controllers that can be added to genetic circuits to make their operation robust to a number of common perturbations. Integral controllers provide model-free compensation of constant or slowly varying disturbances and uncertainties. The tremendous progress of molecular biology technologies has enabled engineering of the genetic circuitry that controls the way cells sense and respond to external stimuli. This opens up the path to a number of impactful applications, ranging from regenerative medicine, wherein healthy cells could be reprogrammed into any required cell type to replace damaged cells, to biofuel production, to biosensing. For engineered cells to be dependable, their genetic circuitry needs to function robustly in the face of changes and uncertainties in the environment. Unfortunately, today's state-of-the-art genetic circuitry lacks robustness, and often fails to function properly outside of nominal pre-set conditions. This precludes the use of engineered cells in real-life applications. This project seeks to develop a genetic-circuit analog to the proportional-integral (PI) controllers that are ubiquitous in industry for enhancing the robustness of electromechanical systems. This will ultimately lead to engineered cells dependable enough to be used in real-life applications, resulting in cutting edge progress in medicine, environment, and energy.The goal of this project is to create a novel mathematical framework for the analysis and design of in vivo nonlinear quasi-integral controllers that make the operation of in-cell integrated genetic devices sufficiently robust for biotechnology applications. Engineered living cells, wherein in-cell genetic devices reconfigure the way cells sense, compute, and respond to the environment hold tremendous promise for a number of biotechnology applications from regenerative medicine, to biofuel production, to biosensing. While a number of success stories are available, for engineered living cells to reach their full potential a major roadblock needs to be overcome: lack of robustness. The reality is that genetic devices are subject to significant perturbations in the cellular context, which often hamper the devices' functionality. In this project quasi-integral controllers will be designed and implemented through core biomolecular processes, to restore robustness of integrated genetic devices to unwanted perturbations that affect the cellular context. The physics of the systems considered lead to dynamical structures that are subject to singularities, potential instabilities, and integrator windup problems. The analysis and design of stability, robustness, and performance of such structures is largely unexplored. This project includes the following tasks: create a new class of nonlinear dynamical system structures that captures the physical mechanisms of core biomolecular processes that can realize quasi-integral feedback in living cells; create new control theory to determine the stability, robustness, and performance properties of this class of dynamical system structures; and validate the previous findings with experimental demonstration of in-cell quasi-integral feedback.
期刊论文(4)
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会议论文
Multi-time-scale biomolecular ‘quasi-integral’ controllers for set-point regulation and trajectory tracking
用于设定点调节和轨迹跟踪的多时间尺度生物分子“准积分”控制器
DOI: 10.23919/acc.2018.8431762
发表时间: 2018
期刊: Conference on Decision and Control
影响因子: --
作者: [Qian, Yili, Grunberg, Theodore W., Del Vecchio, Domitilla]
通讯作者: Del Vecchio, Domitilla
Robustness of networked systems to unintended interactions with application to engineered genetic circuits
网络系统对意外相互作用的鲁棒性与工程遗传电路的应用
DOI: 10.1109/tcns.2021.3078144
发表时间: 2021
期刊: IEEE Transactions on Control of Network Systems
影响因子: 4.2
作者: [Qian, Yili, Del Vecchio, Domitilla]
通讯作者: Del Vecchio, Domitilla
Time-scale separation based design of biomolecular feedback controllers
基于时标分离的生物分子反馈控制器设计
DOI: 10.1109/cdc40024.2019.9029355
发表时间: 2019
期刊: Conference on Decision and Control
影响因子: --
作者: [Grunberg, Theodore W., Del Vecchio, Domitilla]
通讯作者: Del Vecchio, Domitilla
I-Corps: System for rapid detection of virus-loaded aerosol
  • 批准号:
    2302151
  • 项目类别:
    Standard Grant
  • 资助金额:
    $5.0万
  • 财政年份:
    2023
  • 负责人:
    Domitilla Del Vecchio
  • 依托单位:
Reversible long-term memory devices in bacteria inspired by mammalian chromatin modification circuits
  • 批准号:
    2313877
  • 项目类别:
    Standard Grant
  • 资助金额:
    $48.12万
  • 财政年份:
    2023
  • 负责人:
    Domitilla Del Vecchio
  • 依托单位:
Collaborative Research: MODULUS: Uncovering and re-engineering chromatin modification circuits that dictate epigenetic cell memory
  • 批准号:
    2027949
  • 项目类别:
    Standard Grant
  • 资助金额:
    $120.0万
  • 财政年份:
    2020
  • 负责人:
    Domitilla Del Vecchio
  • 依托单位:
Workshop: Systems and Control Theory for Synthetic Biology
  • 批准号:
    1941841
  • 项目类别:
    Standard Grant
  • 资助金额:
    $7.82万
  • 财政年份:
    2020
  • 负责人:
    Domitilla Del Vecchio
  • 依托单位:
国内基金
海外基金
用CLEAN和直接解调方法分析INTEGRAL数据
  • 批准号:
    10603004
  • 项目类别:
    青年科学基金项目
  • 资助金额:
    35.0万元
  • 批准年份:
    2006
  • 负责人:
    周建锋
  • 依托单位: