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Optical noninvasive on-line monitoring and controlling system based on NIR absorption spectroscopy for glucose measurement of cell culture media in rotary cell culture system.

机译:基于近红外吸收光谱的光学无创在线监测与控制系统,用于旋转细胞培养系统中细胞培养基的葡萄糖测量。

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摘要

Current techniques for monitoring glucose concentration during cell culture are invasively performed using an off-line measurement system. Even though in situ or ex situ analyte sensors have been tried for on-line measurement, they suffer from difficulties including the ability to keep them sterile, limited lifetime, and lack of stability. In this research an alternative, optical noninvasive on-line monitoring system based on near-infrared (NIR) absorbance spectroscopy was developed to measure glucose concentration of cell culture media in a rotary cell culture system (RCCS). The system included an automatic sampling component controlled by a LabView program and a high-throughput fiber coupling component connected to a Fourier transform infrared (FTIR) spectrometer. The effectiveness of the system was investigated via noninvasive on-line measurement of glucose absorbance spectra in the cell culture media during T-cell culture. Glucose absorbance spectra were collected in the spectral range of 2.0 to 2.5 μm. Partial least squares (PLS) regression was employed to build a successful multivariate calibration model. The standard error of prediction (SEP) and mean percent error (MPE) for glucose were 7.7 mg/dl and 1.0%, respectively. The successful results represent an important step in the development of a noninvasive, closed-loop, system for monitoring analytes in cell culture.; In order to replace the current FT-IR spectrometer for spectrum acquisition, a solid-block FT-IR spectrometer was also developed with the advantages of no moving parts and compactness compared to the commercial FTIR spectrometer. In the current system, the achievable maximum resolution was 12 cm −1. However, practical spectral resolution achieved was 71 cm −1 due to the limitations of other optical components, especially the Glan-Taylor polarizer that caused an unwanted interference and non-inform background on the real fringe image. The current resolution was enough to resolve the absorption peaks of glucose and serum solution to show the potential of the spectrometer. Absorbance spectra of glucose and serum solutions were acquired with this spectrometer and compared to the FTIR spectrometer.
机译:使用离线测量系统有创地执行用于监测细胞培养期间葡萄糖浓度的当前技术。即使已尝试使用原位 ex situ 分析物传感器进行在线测量,但它们仍存在困难,包括无法保持无菌状态,使用寿命有限以及缺乏稳定性。在这项研究中,开发了一种基于近红外(NIR)吸收光谱的光学无创在线监测系统,用于测量旋转细胞培养系统(RCCS)中细胞培养基的葡萄糖浓度。该系统包括一个由LabView程序控制的自动采样组件和一个与傅立叶变换红外(FTIR)光谱仪相连的高通量光纤耦合组件。通过无创在线测量T细胞培养过程中细胞培养基中葡萄糖吸收光谱,研究了该系统的有效性。在2.0至2.5μm的光谱范围内收集葡萄糖吸收光谱。使用偏最小二乘(PLS)回归来建立成功的多元校正模型。葡萄糖的预测标准误差(SEP)和平均百分比误差(MPE)分别为7.7 mg / dl和1.0%。成功的结果代表了开发用于监测细胞培养物中分析物的非侵入性闭环系统的重要一步。为了代替当前的FT-IR光谱仪进行光谱采集,与商用FTIR光谱仪相比,还开发了一种固体块FT-IR光谱仪,该部件具有无移动部件和紧凑的优点。在当前系统中,可达到的最大分辨率为12 cm -1 。但是,由于其他光学组件的限制,特别是格兰-泰勒偏振镜的出现,实际的光谱分辨率达到了71 cm -1 ,该偏振镜在实际条纹图像上造成了不必要的干扰和无信息的背景。当前的分辨率足以解决葡萄糖和血清溶液的吸收峰,以显示光谱仪的潜力。用该光谱仪获取葡萄糖和血清溶液的吸收光谱,并将其与FTIR光谱仪进行比较。

著录项

  • 作者

    Jung, Byung Jo.;

  • 作者单位

    Texas A&M University.;

  • 授予单位 Texas A&M University.;
  • 学科 Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2001
  • 页码 165 p.
  • 总页数 165
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物医学工程;
  • 关键词

  • 入库时间 2022-08-17 11:47:21

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