Bumpy Rides: Modeling the Dynamics of Chemotactic Interacting Bacteria

被引:39
|
作者
Wei, Guopeng [1 ]
Bogdan, Paul [2 ]
Marculescu, Radu [1 ]
机构
[1] Carnegie Mellon Univ, Dept Elect & Comp Engn, Pittsburgh, PA 15213 USA
[2] Univ So Calif, Dept Elect Engn, Los Angeles, CA 90089 USA
基金
美国国家科学基金会;
关键词
Random walks; volume exclusion; master equation; collective dynamics; competitive behavior; dense networks of bacteria; heterogeneity; diagnosis; drug delivery; SYNTHETIC BIOLOGY; COMMUNICATION; NANOSCALE; CELLS; WAVE;
D O I
10.1109/JSAC.2013.SUP2.12130020
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recent advances in synthetic biology have brought the fantasy of having synthetic multicellular systems working at nanoscale closer to reality. Indeed, such systems consisting of networked biological nanomachines have a great potential for many novel applications like environmental monitoring and healthcare. In this paper, we consider dense networks of interacting bacteria capable of monitoring and treating diseases that affect microscopic regions in the human body. Towards this end, we propose a modeling approach for capturing the dynamics of such dense populations of interacting bacteria and estimate their performance for diagnostic and drug delivery purposes. Consequently, our approach can be used to identify various design trade-offs for dense networks of bacteria and design predictable and reliable synthetic multicellular systems.
引用
收藏
页码:879 / 890
页数:12
相关论文
共 50 条
  • [1] Effects of internal dynamics on chemotactic aggregation of bacteria
    Yasuda, Shugo
    PHYSICAL BIOLOGY, 2021, 18 (06)
  • [2] DYNAMICS OF FORMATION OF SYMMETRICAL PATTERNS BY CHEMOTACTIC BACTERIA
    BUDRENE, EO
    BERG, HC
    NATURE, 1995, 376 (6535) : 49 - 53
  • [3] Chemotactic Behavior and Dynamics of Bacteria Propelled Microbeads
    Kim, Dongwook
    Liu, Albert
    Sitti, Metin
    2011 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2011,
  • [4] Bumpy Rides: School-to-work Transitions in South Africa
    Pugatch, Todd
    LABOUR-ENGLAND, 2018, 32 (02): : 205 - 242
  • [5] Bumpy Rides: An Extensive Accelerometer-Based Cycling Infrastructure Survey
    Jarry, Vincent
    Apparicio, Philippe
    Gelb, Jeremy
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (03) : 1217 - 1229
  • [6] Kinetic modeling of the chemotactic process in run-and-tumble bacteria
    Villa-Torrealba, Andrea
    Navia, Simon
    Soto, Rodrigo
    PHYSICAL REVIEW E, 2023, 107 (03)
  • [7] Modeling population patterns of chemotactic bacteria in homogeneous porous media
    Centler, Florian
    Fetzer, Ingo
    Thullner, Martin
    JOURNAL OF THEORETICAL BIOLOGY, 2011, 287 : 82 - 91
  • [8] Modeling Transport of Chemotactic Bacteria in Granular Media with Distributed Contaminant Sources
    Adadevoh, Joanna S. T.
    Ostvar, Sassan
    Wood, Brian
    Ford, Roseanne M.
    ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2017, 51 (24) : 14192 - 14198
  • [9] On quasiperiodic beam of interacting particles dynamics modeling
    Rubtsova, I. D.
    VESTNIK SANKT-PETERBURGSKOGO UNIVERSITETA SERIYA 10 PRIKLADNAYA MATEMATIKA INFORMATIKA PROTSESSY UPRAVLENIYA, 2014, 10 (01): : 104 - 119
  • [10] Numerical Stochastic Modeling of Dynamics of Interacting Populations
    Pertsev N.V.
    Topchii V.A.
    Loginov K.K.
    Journal of Applied and Industrial Mathematics, 2022, 16 (3) : 524 - 539