DocumentCode :
55725
Title :
Bumpy Rides: Modeling the Dynamics of Chemotactic Interacting Bacteria
Author :
Guopeng Wei ; Bogdan, Paul ; Marculescu, Radu
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume :
31
Issue :
12
fYear :
2013
fDate :
Dec-13
Firstpage :
879
Lastpage :
890
Abstract :
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.
Keywords :
biochemistry; biomechanics; biomedical engineering; cell motility; drug delivery systems; microorganisms; patient diagnosis; patient monitoring; physiological models; bacterial chemotactic interaction dynamics modeling; bacterial network interaction; biological nanomachine network application; dense bacterial network design trade-offs; diagnosis; disease monitoring; disease treatment; drug delivery system; environmental monitoring; healthcare; nanoscale synthetic multicellular system; synthetic biology; synthetic multicellular system design; Biological system modeling; Chemicals; Equations; Mathematical model; Microorganisms; Three-dimensional displays; Random walks; collective dynamics; competitive behavior; dense networks of bacteria; diagnosis; drug delivery; heterogeneity; master equation; volume exclusion;
fLanguage :
English
Journal_Title :
Selected Areas in Communications, IEEE Journal on
Publisher :
ieee
ISSN :
0733-8716
Type :
jour
DOI :
10.1109/JSAC.2013.SUP2.12130020
Filename :
6708568
Link To Document :
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