A novel method of cell culture based on the microfluidic chip for regulation of cell density

Biotechnol Bioeng. 2021 Feb;118(2):852-862. doi: 10.1002/bit.27614. Epub 2020 Nov 11.

Abstract

The regulation of cell density is an important segment in microfluidic cell culture, particularly in the repeated assays. Traditionally, consistent cell density is difficult to achieve, owing to the inaccurate regulation of cell density with manual feedback. A novel cell culture method with automatic feedback is proposed for real-time regulation of cell density based on microfluidic chip in this paper. Here, an integrated microfluidic system combining cell culture, density detection, and control of proliferation rate was developed. Interdigital electrode structures were sputtered on the microchannel automatically to provide the real-time feedback information of impedance. The most sensitive frequency was studied to improve the detection resolution of the sensing chip. Cells were cultured on the chip surface and cell density was detected by monitoring the alternation of the impedance. The feedback controller was established by the least squares support vector machines. Then, the cell proliferation rate was automatically controlled using the feedback controller to achieve the desired cell density in the repeated assays. The results show that the standard error of this method is 2.8% indicating that the method can keep a consistency of cell density in the repeated assays. This study provides a basis for improving the accuracy and repeatability in the further assays of finding the optimal drug concentration.

Keywords: LS-SVM; auto-feedback control; control of cell density; electrical impedance sensing; microfluidic cell culture.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cell Count
  • Cell Culture Techniques*
  • Cell Line, Tumor
  • Humans
  • Lab-On-A-Chip Devices*
  • Microfluidic Analytical Techniques*