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本文引用的文献

1
Monitoring In Vivo Changes in Tonic Extracellular Dopamine Level by Charge-Balancing Multiple Waveform Fast-Scan Cyclic Voltammetry.通过平衡电荷的多波形快速扫描循环伏安法监测体内紧张型细胞外多巴胺水平的变化。
Anal Chem. 2016 Nov 15;88(22):10962-10970. doi: 10.1021/acs.analchem.6b02605. Epub 2016 Nov 2.
2
Rethinking data collection and signal processing. 2. Preserving the temporal fidelity of electrochemical measurements.重新思考数据收集和信号处理。2. 保持电化学测量的时间保真度。
Anal Chem. 2013 Aug 20;85(16):7654-8. doi: 10.1021/ac402037k. Epub 2013 Aug 6.
3
Assessing principal component regression prediction of neurochemicals detected with fast-scan cyclic voltammetry.评估通过快速扫描循环伏安法检测到的神经化学物质的主成分回归预测。
ACS Chem Neurosci. 2011 Jun 7;2(9):514-525. doi: 10.1021/cn200035u.
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Higher sensitivity dopamine measurements with faster-scan cyclic voltammetry.采用快速扫描循环伏安法提高多巴胺检测灵敏度。
Anal Chem. 2011 May 1;83(9):3563-71. doi: 10.1021/ac200143v. Epub 2011 Apr 7.
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Rank estimation and the multivariate analysis of in vivo fast-scan cyclic voltammetric data.阶估计和体内快速扫描循环伏安数据的多元分析。
Anal Chem. 2010 Jul 1;82(13):5541-51. doi: 10.1021/ac100413t.
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Multivariate concentration determination using principal component regression with residual analysis.使用主成分回归和残差分析进行多变量浓度测定。
Trends Analyt Chem. 2009 Oct 1;28(9):1127-1136. doi: 10.1016/j.trac.2009.07.002.
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Carbon microelectrodes with a renewable surface.具有可再生表面的碳微电极。
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Carbon-fiber microelectrodes for in vivo applications.用于体内应用的碳纤维微电极。
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Monitoring rapid chemical communication in the brain.监测大脑中的快速化学通讯。
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10
Dopamine detection with fast-scan cyclic voltammetry used with analog background subtraction.采用模拟背景扣除的快速扫描循环伏安法检测多巴胺。
Anal Chem. 2008 Jun 1;80(11):4040-8. doi: 10.1021/ac800108j. Epub 2008 Apr 24.

一种用于快速扫描循环伏安法的基线漂移去趋势技术。

A baseline drift detrending technique for fast scan cyclic voltammetry.

机构信息

Department of Biomedical Engineering, Hanyang University, Seoul, Korea.

出版信息

Analyst. 2017 Nov 6;142(22):4317-4321. doi: 10.1039/c7an01465a.

DOI:10.1039/c7an01465a
PMID:29063091
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5705064/
Abstract

Fast scan cyclic voltammetry (FSCV) has been commonly used to measure extracellular neurotransmitter concentrations in the brain. Due to the unstable nature of the background currents inherent in FSCV measurements, analysis of FSCV data is limited to very short amounts of time using traditional background subtraction. In this paper, we propose the use of a zero-phase high pass filter (HPF) as the means to remove the background drift. Instead of the traditional method of low pass filtering across voltammograms to increase the signal to noise ratio, a HPF with a low cutoff frequency was applied to the temporal dataset at each voltage point to remove the background drift. As a result, the HPF utilizing cutoff frequencies between 0.001 Hz and 0.01 Hz could be effectively used to a set of FSCV data for removing the drifting patterns while preserving the temporal kinetics of the phasic dopamine response recorded in vivo. In addition, compared to a drift removal method using principal component analysis, this was found to be significantly more effective in reducing the drift (unpaired t-test p < 0.0001, t = 10.88) when applied to data collected from Tris buffer over 24 hours although a drift removal method using principal component analysis also showed the effective background drift reduction. The HPF was also applied to 5 hours of FSCV in vivo data. Electrically evoked dopamine peaks, observed in the nucleus accumbens, were clearly visible even without background subtraction. This technique provides a new, simple, and yet robust, approach to analyse FSCV data with an unstable background.

摘要

快速扫描循环伏安法(FSCV)已被广泛用于测量大脑中的细胞外神经递质浓度。由于 FSCV 测量中固有背景电流的不稳定性,使用传统的背景扣除法对 FSCV 数据的分析仅限于非常短的时间。在本文中,我们提出使用零相位高通滤波器(HPF)作为去除背景漂移的方法。与传统的在伏安图上进行低通滤波以提高信噪比的方法不同,在每个电压点的时间数据集上应用具有低截止频率的 HPF 来去除背景漂移。结果,在利用 0.001 Hz 至 0.01 Hz 之间的截止频率的 HPF 可以有效地用于一组 FSCV 数据,在保留体内记录的相位多巴胺反应的时间动力学的同时去除漂移模式。此外,与使用主成分分析的漂移去除方法相比,当应用于在 24 小时内从 Tris 缓冲液收集的数据时,这种方法在减少漂移方面明显更有效(未配对 t 检验 p <0.0001,t = 10.88),尽管使用主成分分析的漂移去除方法也显示出有效的背景漂移减少。HPF 还应用于 5 小时的体内 FSCV 数据。即使没有背景扣除,电刺激诱发的伏隔核中的多巴胺峰也清晰可见。该技术为分析具有不稳定背景的 FSCV 数据提供了一种新的、简单而又稳健的方法。