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Quantification of beading intensity in cultured neurons

机译:培养的神经元中的串珠强度定量

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We present an implemented method for automated quantification of neuronal beading. Beading is the “morphological hallmark” of axonal injury and is present in many neurological disease conditions as well. In vitro models of injury result in beading which has previously been difficult to quantify, and therefore difficult to use as a measurement of the degree of axonal injury. The beading program was designed to quantify beading intensity in single axons and output a unitless beading number that represents the size and number of beads in relation to the length and width of the axon. The program was used to analyze a sample set of images and was successful in demonstrating a quantifiable difference between injured neurons and sham controls. Bland-Altman analysis was used to assess agreement between the number of beads counted by the program and those counted manually.
机译:我们提出了一种自动量化神经元串珠的实现方法。串珠是轴突损伤的“形态特征”,并且在许多神经系统疾病中也存在。损伤的体外模型导致成珠,该成珠以前难以量化,因此难以用作轴突损伤程度的量度。串珠程序旨在量化单个轴突中的串珠强度,并输出无单位的串珠数量,该数量表示相对于轴突长度和宽度的串珠的大小和数量。该程序用于分析图像样本集,并成功地证明了受伤的神经元与假手术对照之间的可量化差异。使用Bland-Altman分析来评估程序计数的珠子数量与手动计数的珠子数量之间的一致性。

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