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热斑作为便携式毛细管电泳仪信号处理辅助手段。

Thermal marks as a signal processing aid for a portable capillary electropherograph.

机构信息

Department of Chemistry, Tallinn University of Technology, Akadeemia tee 15, Tallinn, Estonia.

出版信息

Electrophoresis. 2011 Apr;32(9):1006-14. doi: 10.1002/elps.201000572. Epub 2011 Mar 30.

Abstract

The interpretation of raw signals in capillary CE can be challenging if there are unknown peaks, or the signal is corrupt due to baseline fluctuations, EOF velocity drift, etc. Signal processing could be required before results can be interpreted. A suite of signal processing algorithms has been developed for CE data analysis, specifically for use in field experiments for the detection of nerve agents using portable CE instruments. Everything from baseline correction and electropherogram alignment to peak matching and identification is included in these programs. Baseline correction is achieved by interpolating a new baseline according to points found using all local extremes, by applying an appropriate outliers test. Irreproducible migration times are corrected by compensating for EOF drift, measured with the aid of thermal marks. Thermal marks are small disturbances in the capillary created by punctual heating that move with the velocity of EOF. Peaks in the sample electropherogram are identified using a fuzzy matching algorithm, by comparing peaks from the sample electropherogram to peaks from a reference electropherogram.

摘要

如果存在未知峰或由于基线波动、EOF 速度漂移等原因导致信号损坏,那么对毛细管 CE 中的原始信号进行解释可能具有挑战性。在解释结果之前,可能需要进行信号处理。已经开发了一套用于 CE 数据分析的信号处理算法,特别是用于使用便携式 CE 仪器检测神经毒剂的现场实验。这些程序包括从基线校正和电泳图对齐到峰匹配和识别的所有内容。基线校正通过根据使用所有局部极值找到的点进行内插新基线来实现,通过应用适当的异常值测试来实现。通过借助热标记测量 EOF 漂移并进行补偿来校正不可重复的迁移时间。热标记是通过点状加热在毛细管中产生的小干扰,其随 EOF 的速度移动。使用模糊匹配算法通过将样品电泳图中的峰与参考电泳图中的峰进行比较来识别样品电泳图中的峰。

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