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Shinoda L, Damasceno L, Freitas L, Campos R, Cravo S, Scorza CA, Scorza FA, Faber J. Cardiac and Autonomic Dysfunctions Assessed Through Recurrence Quantitative Analysis of Electrocardiogram Signals and an Application to the 6-Hydroxydopamine Parkinson's Disease Animal Model. Front Physiol 2021; 12:725218. [PMID: 34899371 PMCID: PMC8653697 DOI: 10.3389/fphys.2021.725218] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 10/08/2021] [Indexed: 12/29/2022] Open
Abstract
A classic method to evaluate autonomic dysfunction is through the evaluation of heart rate variability (HRV). HRV provides a series of coefficients, such as Standard Deviation of n-n intervals (SDNN) and Root Mean Square of Successive Differences (RMSSD), which have well-established physiological associations. However, using only electrocardiogram (ECG) signals, it is difficult to identify proper autonomic activity, and the standard techniques are not sensitive and robust enough to distinguish pure autonomic modulation in heart dynamics from cardiac dysfunctions. In this proof-of-concept study we propose the use of Poincaré mapping and Recurrence Quantification Analysis (RQA) to identify and characterize stochasticity and chaoticity dynamics in ECG recordings. By applying these non-linear techniques in the ECG signals recorded from a set of Parkinson’s disease (PD) animal model 6-hydroxydopamine (6-OHDA), we showed that they present less variability in long time epochs and more stochasticity in short-time epochs, in their autonomic dynamics, when compared with those of the sham group. These results suggest that PD animal models present more “rigid heart rate” associated with “trembling ECG” and bradycardia, which are direct expressions of Parkinsonian symptoms. We also compared the RQA factors calculated from the ECG of animal models using four computational ECG signals under different noise and autonomic modulatory conditions, emulating the main ECG features of atrial fibrillation and QT-long syndrome.
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Affiliation(s)
- Lucas Shinoda
- Neuroscience Division, Department of Neurology and Neurosurgery, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil
| | - Laís Damasceno
- Neuroscience Division, Department of Neurology and Neurosurgery, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil
| | - Leandro Freitas
- Neuroscience Division, Department of Neurology and Neurosurgery, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil
| | - Ruy Campos
- Cardiovascular Division, Department of Physiology, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil
| | - Sergio Cravo
- Cardiovascular Division, Department of Physiology, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil
| | - Carla A Scorza
- Neuroscience Division, Department of Neurology and Neurosurgery, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil
| | - Fúlvio A Scorza
- Neuroscience Division, Department of Neurology and Neurosurgery, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil
| | - Jean Faber
- Neuroscience Division, Department of Neurology and Neurosurgery, Escola Paulista de Medicina, Federal University of São Paulo, São Paulo, Brazil.,Nucleus of Neuroengineering and Computation, Institute of Science and Technology, Federal University of São Paulo, São Paulo, Brazil
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Nejm MB, Guimarães-Marques MJ, Oliveira LF, Damasceno L, Andersen ML, Tufik S, Fonseca F, Olszewer E, Leça R, de Almeida ACG, Scorza FA, Scorza CA. Assessment of vitamin D and inflammatory markers profile in cardiac tissue on Parkinson disease animal model. Pharmacol Rep 2020; 72:296-304. [PMID: 32124387 DOI: 10.1007/s43440-020-00074-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 11/13/2019] [Accepted: 12/30/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Cardiovascular dysfunctions are common non-motor symptoms in patients with Parkinson's disease (PD) that can result in reduced quality of life and even death. Research in animal models designed to characterize the pathological association between PD and cardiovascular abnormalities is still in its infancy. This study assessed the early impact of the nigrostriatal dopaminergic damage on cardiological features in the unilateral 6-OHDA rat model of PD. METHODS Male Wistar rats received unilateral intrastriatal injections of 6-OHDA and sham rats were injected with saline. Animals were studied 15 days later. Immunohistochemistry was used for visualization of tyrosine hydroxylase (TH)-positive neurons in the nigrostriatal system. Electrocardiogram recordings of heart rate were performed in conscious rats. Heart levels of vitamin D, inflammatory cytokines and C-reactive protein were assessed through electrochemiluminescence immunoassay, quantitative reverse transcription PCR and turbidimetric method, respectively. RESULTS We found a post-injury reduction of TH-immunoreactivity of approximately 45% in the substantia nigra pars compacta and 20% in the striatum. Heart rate reduction was found in 6-OHDA-lesioned rats as compared with sham counterparts. Reduced levels of vitamin D and increased levels of inflammatory factors (C-reactive protein, IL-6, TNF-α and TGF-β) were detected in the heart tissue of PD rats in comparison with sham. CONCLUSION Our findings suggest a link between cardiac tissue changes and cardiac functional changes early after the central dopaminergic damage induced by 6-OHDA. Knowledge of the cardiac abnormalities in the 6-OHDA model is critical in identifying future therapeutic targets and disease-modifying approaches for PD non-motor features.
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Affiliation(s)
- Mariana Bocca Nejm
- Departamento de Neurologia/Neurociência, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), Av. Pedro de Toledo, 699, 1º andar, São Paulo, SP, Brazil
| | - Marcia Jonathas Guimarães-Marques
- Departamento de Neurologia/Neurociência, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), Av. Pedro de Toledo, 699, 1º andar, São Paulo, SP, Brazil
| | - Leandro Freitas Oliveira
- Departamento de Neurologia/Neurociência, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), Av. Pedro de Toledo, 699, 1º andar, São Paulo, SP, Brazil
| | - Laís Damasceno
- Departamento de Neurologia/Neurociência, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), Av. Pedro de Toledo, 699, 1º andar, São Paulo, SP, Brazil
| | - Monica L Andersen
- Departamento de Psicobiologia, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), São Paulo, SP, Brazil
| | - Sergio Tufik
- Departamento de Psicobiologia, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), São Paulo, SP, Brazil
| | - Fernando Fonseca
- Laboratório de Análises Clínicas da Faculdade de Medicina do ABC, Santo André, SP, Brazil
- Departamento de Ciências Farmacêuticas da, Universidade Federal de São Paulo (UNIFESP), Diadema, SP, Brazil
| | - Efrain Olszewer
- Fundação de Apoio à Pesquisa e Estudo na Área de Saúde (FAPES), São Paulo, SP, Brazil
| | - Renato Leça
- Departamento de Cirurgia II, Faculdade de Medicina do ABC, Santo André, SP, Brazil
| | - Antonio Carlo G de Almeida
- Departamento de Engenharia de Biossistemas, Universidade Federal de São João Del Rei (UFSJ), São João Del Rei, MG, Brazil
| | - Fulvio Alexandre Scorza
- Departamento de Neurologia/Neurociência, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), Av. Pedro de Toledo, 699, 1º andar, São Paulo, SP, Brazil
| | - Carla Alessandra Scorza
- Departamento de Neurologia/Neurociência, Universidade Federal de São Paulo-Escola Paulista de Medicina (UNIFESP/EPM), Av. Pedro de Toledo, 699, 1º andar, São Paulo, SP, Brazil.
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Nejm MB, Menezes-Rodrigues FS, de Paula L, Marques MJG, Scorza CA, Freitas L, Damasceno L, Scorza FA. Serum levels of cardiac troponin I and sudden unexpected death in epilepsy: How much, how often, and when? Epilepsy Behav 2016; 63:132-134. [PMID: 27637367 DOI: 10.1016/j.yebeh.2016.07.025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 07/16/2016] [Accepted: 07/16/2016] [Indexed: 11/18/2022]
Affiliation(s)
- Mariana B Nejm
- Disciplina de Neurociência, Escola Paulista de Medicina/Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, Brazil
| | | | | | - Marcia J G Marques
- Disciplina de Neurociência, Escola Paulista de Medicina/Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, Brazil
| | - Carla A Scorza
- Disciplina de Neurociência, Escola Paulista de Medicina/Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, Brazil
| | - Leandro Freitas
- Disciplina de Neurociência, Escola Paulista de Medicina/Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, Brazil
| | - Laís Damasceno
- Disciplina de Neurociência, Escola Paulista de Medicina/Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, Brazil
| | - Fulvio A Scorza
- Disciplina de Neurociência, Escola Paulista de Medicina/Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, Brazil.
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Damasceno L, Ventura R, Ortuño J, Segura J. Derivatization procedures for the detection of beta(2)-agonists by gas chromatographic/mass spectrometric analysis. J Mass Spectrom 2000; 35:1285-1294. [PMID: 11114086 DOI: 10.1002/1096-9888(200011)35:11<1285::aid-jms61>3.0.co;2-l] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
An evaluation of derivatization procedures for the detection of beta(2)-agonists is presented. The study was performed with the beta(2)-agonists bambuterol, clenbuterol, fenoterol, formoterol, salbutamol, salmeterol and terbutaline. Different derivatizating agents were employed, aiming to obtain derivatives with high selectivity to be used in the gas chromatographic/mass spectrometric analysis of beta(2)-agonists in biological samples. Trimethylsilylation was compared with different agents and the role of some catalysts was evaluated. Acylation, combined trimethylsilylation and acylation, and the formation of cyclic methylboronates were also studied. Sterical hindrance caused by different substituents at the nitrogen atom of the beta-ethanolamine lateral chain of beta(2)-agonist molecules is mainly responsible for differences in the abundances of the derivatives obtained. The use of catalysts produces an increase in the derivatization yield, especially for compounds with low steric hindrance (substituents with primary and secondary carbon atoms). The formation of trimethylsilyl (TMS) ethers is not influenced by structural molecular differences when only hydroxy groups are involved in derivatization. Combined trimethylsilylation and acylation showed that compounds with a secondary carbon atom linked to the nitrogen atom form mainly N-TFA-O-TMS derivatives, with a small amount of N-TMS-O-TMS derivatives. Compounds with tert-butyl substituents at the amino group (bambuterol, salbutamol and terbutaline) formed O-TMS derivatives as the main products, although a limited amount of trifluoroacylation at the nitrogen atom also occurred. Cyclic methylboronates were formed with bambuterol, clenbuterol, formoterol, salbutamol and salmeterol. Owing to hydroxy substituents in unsuitable positions for ring formation, this procedure was not effective for fenoterol and terbutaline. Mass spectra of different derivatives and tentative fragmentation profiles are also shown. For screening purpose (e.g. sports drug testing), derivatization with MSTFA or BSTFA alone is recommended as a comprehensive derivatization technique for beta(2)-agonists owing to minimal by-product formation; formation of cyclic methylboronates can be useful for confirmation purposes. Detection limits were obtained for the TMS and cyclic methylboronate derivatives using the derivatizing reagents MSTFA and trimethylboroxine, respectively. For most of the compounds, lower detection limits were found for the TMS derivatives.
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Affiliation(s)
- L Damasceno
- Unitat de Farmacologia, Institut Municipal d'Investigaci o M edica, E-08003 Barcelona, Spain
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