Modeling and Control of Single-Cell Migration Induced by a Chemoattractant-Loaded Microbead

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

3 Scopus Citations
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Author(s)

Detail(s)

Original languageEnglish
Article number8126232
Pages (from-to)427-439
Journal / PublicationIEEE Transactions on Cybernetics
Volume49
Issue number2
Online published4 Dec 2017
Publication statusPublished - Feb 2019

Abstract

Cell migration plays an essential role in cancer cell study. Investigation of a novel method for controlling cell migration movement can help develop new therapeutic strategies. In this paper, a chemoattractant-loaded microbead, which is controlled by optical tweezers, is used to stimulate a target cell to accomplish automated migration along a desired path while avoiding obstacles. Models of both tweezers-bead and bead-cell interactions are investigated. A dual closed-loop control strategy is proposed, which includes an inner tweezers-bead control loop and an outer bead-cell control loop. A proportional-integral feedback plus feedforward controller is used to control the inner loop, and an active disturbance rejection controller is used for the outer loop, which can address the cell migration modeling errors and unknown external disturbances. A traffic rule based on interference-clearing mechanism is also proposed to reduce external disturbances on the system by preventing other particles from interfering with the migration process. The effectiveness of the proposed control approach is verified by simulations and experiments on migrating leukemia cancer cells.

Research Area(s)

  • Active disturbance rejection control (ADRC), Biomedical optical imaging, Cancer, cascade system, cell migration control, Charge carrier processes, Holographic optical components, Holography, Interference, motion control, Optical imaging, optical tweezers