@inproceedings{abd71bd01f47453d83aa26ad9231ef5d,
title = "Intelligent Multi-Electrode Arrays as the Next Generation of Electrochemical Biosensors for Real-Time Analysis of Neurotransmitters",
abstract = "Many neurophysiological mechanisms are governed by neurotransmitter activity. Yet, current analysis methods focus on measuring either electrical signals from neurons or specific neurotransmitters. A major shortcoming of such approaches is the lack of a comprehensive dataset that enables us to infer mechanisms that impact neuropathologies. In this paper, we investigate the transduction of neurotransmitter profiles to complex electronic signals and the subsequent differentiation of these signals using an 'intelligent' array of multiple electrodes to characterize neurophysiological information. The electrodes are coated with bioelectronic films (such as biopolymer chitosan) that differently react with the neurotransmitters, generating complex electrochemical signatures that are analyzed using machine learning algorithms. We show the use of the film-modified multi-electrode arrays to rapidly probe neurotransmitters in biofluids without pretreatment steps (in situ) in two modes of detection: (1) direct detection of neurotransmitter dopamine despite the masking signals generated by the interfering species uric acid, and (2) simultaneous detection of dopamine and norepinephrine using the film-modified 'intelligent' multi-electrode array. The presented work will have a major impact on neurobiology by providing a neurophysiological information, that is not yet available, and will shed light on the underlying neurological mechanisms that are hallmarks of dysfunction in the nervous system.",
keywords = "chemometrics, electrochemical biosensor, in situ detection, machine learning algorithm, multi-electrode array, neurophysiology, neurotransmitters",
author = "Alon Mazafi and Shukla, {Rajendra P.} and Shukla, {Sudheesh K.} and Avia Lavon and Hadar Ben-Yoav and Adissa Silue and Ben McDowell and Nathalia Peixoto",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 13th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2018 ; Conference date: 11-06-2018 Through 13-06-2018",
year = "2018",
month = aug,
day = "16",
doi = "10.1109/MeMeA.2018.8438720",
language = "English",
isbn = "9781538633915",
series = "MeMeA 2018 - 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings",
publisher = "Institute of Electrical and Electronics Engineers",
booktitle = "MeMeA 2018 - 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings",
address = "United States",
}