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Application of Digital Image Analysis to Determine Pancreatic Islet Mass and Purity in Clinical Islet Isolation and Transplantation

机译:数字图像分析在临床胰岛分离和移植中确定胰岛质量和纯度的应用

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摘要

Pancreatic islet mass, represented by islet equivalent (IEQ), is the most important parameter in decision making for clinical islet transplantation. To obtain IEQ, the sample of islets is routinely counted manually under a microscope and discarded thereafter. Islet purity, another parameter in islet processing, is routinely acquired by estimation only.In this study, we validated our digital image analysis (DIA) system developed using the software of Image Pro Plus for islet mass and purity assessment. Application of the DIA allows to better comply with current good manufacturing practice (cGMP) standards. Human islet samples were captured as calibrated digital images for the permanent record. Five trained technicians participated in determination of IEQ and purity by manual counting method and DIA. IEQ count showed statistically significant correlations between the manual method and DIA in all sample comparisons (r >0.819 and p < 0.0001). Statistically significant difference in IEQ between both methods was found only in High purity 100μL sample group (p = 0.029). As far as purity determination, statistically significant differences between manual assessment and DIA measurement was found in High and Low purity 100μL samples (p<0.005), In addition, islet particle number (IPN) and the IEQ/IPN ratio did not differ statistically between manual counting method and DIA.In conclusion, the DIA used in this study is a reliable technique in determination of IEQ and purity. Islet sample preserved as a digital image and results produced by DIA can be permanently stored for verification, technical training and islet information exchange between different islet centers. Therefore, DIA complies better with cGMP requirements than the manual counting method. We propose DIA as a quality control tool to supplement the established standard manual method for islets counting and purity estimation.
机译:以胰岛当量(IEQ)表示的胰岛肿块是临床胰岛移植决策中最重要的参数。为了获得IEQ,通常在显微镜下手动计数胰岛样品,然后将其丢弃。胰岛纯度是胰岛加工中的另一个参数,通常只能通过估算获得。在本研究中,我们验证了使用Image Pro Plus软件开发的用于胰岛质量和纯度评估的数字图像分析(DIA)系统。 DIA的应用可以更好地符合当前的良好生产规范(cGMP)标准。将人类胰岛样本捕获为经过校准的数字图像以进行永久记录。五名训练有素的技术人员通过手工计数方法和DIA参与了IEQ和纯度的测定。 IEQ计数显示在所有样品比较中手动方法和DIA之间的统计显着相关性(r> 0.819和p <0.0001)。仅在高纯度100μL样品组中发现两种方法之间IEQ的统计差异显着(p = 0.029)。就纯度测定而言,在高和低纯度100μL样品中发现手工评估和DIA测量之间的统计学显着性差异(p <0.005)。此外,胰岛颗粒数(IPN)和IEQ / IPN比在统计学上无差异总之,本研究中使用的DIA是测定IEQ和纯度的可靠技术。保存为数字图像的胰岛样本和DIA产生的结果可以永久存储,以在不同的胰岛中心之间进行验证,技术培训和胰岛信息交换。因此,DIA比手动计数方法更符合cGMP要求。我们建议使用DIA作为质量控制工具,以补充已建立的用于胰岛计数和纯度估计的标准手动方法。

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