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Anal Bioanal Chem ; 413(27): 6747-6767, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34686897

RESUMEN

Many voltammetry methods have been developed to monitor brain extracellular dopamine levels. Fewer approaches have been successful in detecting serotonin in vivo. No voltammetric techniques are currently available to monitor both neurotransmitters simultaneously across timescales, even though they play integrated roles in modulating behavior. We provide proof-of-concept for rapid pulse voltammetry coupled with partial least squares regression (RPV-PLSR), an approach adapted from multi-electrode systems (i.e., electronic tongues) used to identify multiple components in complex environments. We exploited small differences in analyte redox profiles to select pulse steps for RPV waveforms. Using an intentionally designed pulse strategy combined with custom instrumentation and analysis software, we monitored basal and stimulated levels of dopamine and serotonin. In addition to faradaic currents, capacitive currents were important factors in analyte identification arguing against background subtraction. Compared to fast-scan cyclic voltammetry-principal components regression (FSCV-PCR), RPV-PLSR better differentiated and quantified basal and stimulated dopamine and serotonin associated with striatal recording electrode position, optical stimulation frequency, and serotonin reuptake inhibition. The RPV-PLSR approach can be generalized to other electrochemically active neurotransmitters and provides a feedback pipeline for future optimization of multi-analyte, fit-for-purpose waveforms and machine learning approaches to data analysis.


Asunto(s)
Encéfalo/metabolismo , Dopamina/análisis , Técnicas Electroquímicas/métodos , Serotonina/análisis , Animales , Encéfalo/efectos de los fármacos , Calibración , Fibra de Carbono , Dopamina/farmacocinética , Técnicas Electroquímicas/instrumentación , Técnicas Electroquímicas/estadística & datos numéricos , Escitalopram/farmacología , Femenino , Análisis de los Mínimos Cuadrados , Aprendizaje Automático , Ratones Endogámicos C57BL , Microelectrodos , Neurotransmisores/análisis , Serotonina/farmacocinética , Inhibidores Selectivos de la Recaptación de Serotonina/farmacología , Procesamiento de Señales Asistido por Computador , Programas Informáticos
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