Title :
Optimization of multiple-pulse ultra-low voltage Nanospike electroporation chips using feedback system control for efficient delivery of molecules to cancer cells
Author :
Riaz, K. ; Leung, S.-F. ; Shagoshtasbi, H. ; Fan, Z. ; Lee, Y.-K.
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Hong Kong Univ. of Sci. & Technol. (HKUST), Kowloon, China
Abstract :
We present a rapid and efficient method to optimize the electric pulse parameters for multiple-pulse electroporation (EP) of cancer cells on Nano-spike EP chips to achieve high EP efficiencies (ηEP) and cell viabilities (φcell) at ultra-low voltages. In this paper, feedback system control (FSC) scheme was used for the optimization. The FSC scheme consists of an iterative closed-loop of three operations: combinatory inputs of electric pulse parameters, the experimental readouts, and stochastic search algorithm to find combinations for next iteration. We show that only 11 combinations were needed to obtain the optimized electric pulse parameters with high ηEP and φcell (> 90%) at ultra-low voltage (~ 1 V), much better than that of commercial electroporators. In addition, more than 80% of research time was saved.
Keywords :
bioelectric phenomena; cancer; cellular transport; closed loop systems; drug delivery systems; electrophoresis; iterative methods; medical control systems; molecular biophysics; optimisation; stochastic processes; EP efficiencies; FSC; Nano-spike EP chips; cancer cells; cell viabilities; electroporators; experimental readouts; feedback system control scheme; iterative closed-loop; molecule delivery; multiple-pulse electroporation; multiple-pulse ultralow voltage Nanospike electroporation chips; optimization; optimized electric pulse parameters; stochastic search algorithm; voltage 1 V; Algorithm design and analysis; Control systems; Fluorescence; Linear programming; Nanobioscience; Optimization; Power capacitors; EP efficiency; Nano-spike; cell viability; electroporation; feedback system control (FSC); optimization; ultra-low voltage;
Conference_Titel :
Nano/Micro Engineered and Molecular Systems (NEMS), 2015 IEEE 10th International Conference on
Conference_Location :
Xi´an
DOI :
10.1109/NEMS.2015.7147423