Title :
Investigating linear superposition of multi-species neurotransmitter voltammetric measurements in-vitro
Author :
Azzopardi, C. ; Azzopardi, M. ; Muscat, R. ; Camilleri, K.P.
Author_Institution :
Fac. of Eng., Univ. of Malta, Msida, Malta
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Fast-Scan Cyclic Voltammetry (FSCV) is frequently used to monitor the concentrations of neurotransmitters in real-time. However, few studies have examined the issue of monitoring the concentration of multiple neurotransmitters at the same time, despite their coexistence at brain synapses. This stems from the fact that some neurotransmitters have relatively similar electrochemical profiles. In this work we use Factor Spaces to analyze the current signals obtained using FSCV for both individual and mixed solutions of neurotransmitters. It is shown that the behavior of the current signals during the interaction between the neurotransmitter species approaches the principle of superposition. This potentially results in a significant simplification in the way combined voltammetric data is interpreted. The performance of Principal Component Analysis in extracting suitable Factor Spaces is evaluated.
Keywords :
bioelectric phenomena; biomedical measurement; brain; chemical variables measurement; medical signal processing; neurophysiology; principal component analysis; voltammetry (chemical analysis); brain synapsis; electrochemical profiles; factor spaces; fast-scan cyclic voltammetry; linear superposition; mixed solutions; multispecies neurotransmitter voltammetric measurements; neurotransmitter concentrations monitoring; principal component analysis; signal analysis; Linearity; Microelectrodes; Monitoring; Neurotransmitters; Power capacitors; Principal component analysis; Electrochemical Techniques; Neurotransmitter Agents;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346727