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基于模糊 PID 控制的轴突拉伸生长生物反应器的快速精确温度控制。

Fast and Precise Temperature Control for Axon Stretch Growth Bioreactor Based on Fuzzy PID Control.

机构信息

School of Mechanical Engineering, Hubei University of Technology, Wuhan, 430068, China.

Department of Rehabilitation Medicine, Zhongnan Hospital of Wuhan University, Wuhan, 430077, China.

出版信息

Appl Biochem Biotechnol. 2023 Dec;195(12):7446-7464. doi: 10.1007/s12010-023-04449-2. Epub 2023 Apr 1.

Abstract

A suitable environment is essential for successful long-term cell culturing in vitro. Too high or too low temperature will affect the growth of cells, so we need to maintain the constant temperature of the cell culture environment. Usually, cells are cultured in a cell incubator, and the constant temperature is provided by the cell incubator. Recently, we have developed a multi-channel axon stretch growth bioreactor for rapid acquisition of autologous nerve tissue. Since the motor and controller are placed in the incubator for a long time, the service life of the equipment will be shortened or even damaged due to high humidity and weak acid environment. In order to enable the axon stretch growth bioreactor to culture cells independently, we designed a constant temperature control system for the device. Firstly, the simulation results show that the fuzzy PID control reduces the overshoot and improves the traditional PID control with large overshoot and low control precision. Then, the two control algorithms were applied to the multi-channel axon stretch growth bioreactor by STM32F4 microcontroller. The experimental data show that the fuzzy PID control algorithm has good control effect and can meet the requirement of constant temperature of cell growth. Finally, nerve cells derived from human pluripotent stem cells were successfully cultured in a cell culture amplification chamber under a constant temperature environment provided by a fuzzy PID controller, and well-developed axons could be seen. In the future, we may transplant stretch growth axons into living organisms to repair nerve damage.

摘要

一个合适的环境对于成功的长期细胞体外培养至关重要。过高或过低的温度都会影响细胞的生长,因此我们需要保持细胞培养环境的恒温。通常,细胞在细胞培养箱中进行培养,恒温由细胞培养箱提供。最近,我们开发了一种多通道轴突拉伸生长生物反应器,用于快速获取自体神经组织。由于电机和控制器长期放置在培养箱中,设备的使用寿命会因高湿度和弱酸性环境而缩短甚至损坏。为了使轴突拉伸生长生物反应器能够独立培养细胞,我们为该设备设计了一个恒温控制系统。首先,模拟结果表明,模糊 PID 控制减少了超调量,提高了传统 PID 控制的超调量和低控制精度。然后,STM32F4 微控制器将这两种控制算法应用于多通道轴突拉伸生长生物反应器。实验数据表明,模糊 PID 控制算法具有良好的控制效果,可以满足细胞生长恒温的要求。最后,在模糊 PID 控制器提供的恒温环境下,成功地在细胞培养扩增室中培养了源自人类多能干细胞的神经细胞,可以看到发育良好的轴突。将来,我们可能会将拉伸生长的轴突移植到生物体内,以修复神经损伤。

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