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1.
Anal Bioanal Chem ; 413(27): 6747-6767, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34686897

RESUMO

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.


Assuntos
Encéfalo/metabolismo , Dopamina/análise , Técnicas Eletroquímicas/métodos , Serotonina/análise , Animais , Encéfalo/efeitos dos fármacos , Calibragem , Fibra de Carbono , Dopamina/farmacocinética , Técnicas Eletroquímicas/instrumentação , Técnicas Eletroquímicas/estatística & dados numéricos , Escitalopram/farmacologia , Feminino , Análise dos Mínimos Quadrados , Aprendizado de Máquina , Camundongos Endogâmicos C57BL , Microeletrodos , Neurotransmissores/análise , Serotonina/farmacocinética , Inibidores Seletivos de Recaptação de Serotonina/farmacologia , Processamento de Sinais Assistido por Computador , Software
2.
ACS Chem Neurosci ; 13(7): 946-958, 2022 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-35312275

RESUMO

Targeting neurons with light-driven opsins is widely used to investigate cell-specific responses. We transfected midbrain dopamine neurons with the excitatory opsin Chrimson. Extracellular basal and stimulated neurotransmitter levels in the dorsal striatum were measured by microdialysis in awake mice. Optical activation of dopamine cell bodies evoked terminal dopamine release in the striatum. Multiplexed analysis of dialysate samples revealed that the evoked dopamine was accompanied by temporally coupled increases in striatal 3-methoxytyramine, an extracellular dopamine metabolite, and in serotonin. We investigated a mechanism for dopamine-serotonin interactions involving striatal dopamine receptors. However, the evoked serotonin associated with optical stimulation of dopamine neurons was not abolished by striatal D1- or D2-like receptor inhibition. Although the mechanisms underlying the coupling of striatal dopamine and serotonin remain unclear, these findings illustrate advantages of multiplexed measurements for uncovering functional interactions between neurotransmitter systems. Furthermore, they suggest that the output of optogenetic manipulations may extend beyond opsin-expressing neuronal populations.


Assuntos
Serotonina , Substância Negra , Animais , Corpo Estriado/metabolismo , Neurônios Dopaminérgicos/metabolismo , Mesencéfalo , Camundongos , Optogenética , Ratos , Ratos Sprague-Dawley , Serotonina/metabolismo , Substância Negra/metabolismo
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