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Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic Nervous System Recovery after Transplant
OBJECTIVE: To evaluate a possible evolutionary post-heart transplant return of autonomic function using quantitative and qualitative information from recurrence plots. METHODS: Using electrocardiography, 102 RR tachograms of 45 patients (64.4% male) who underwent heart transplantation and that were...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Sociedade Brasileira de Cirurgia Cardiovascular
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5613725/ https://www.ncbi.nlm.nih.gov/pubmed/28977195 http://dx.doi.org/10.21470/1678-9741-2016-0035 |
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author | Takakura, Isabela Thomaz Hoshi, Rosangela Akemi Santos, Márcio Antonio Pivatelli, Flávio Correa Nóbrega, João Honorato Guedes, Débora Linhares Nogueira, Victor Freire Frota, Tuane Queiroz Castelo, Gabriel Castro de Godoy, Moacir Fernandes |
author_facet | Takakura, Isabela Thomaz Hoshi, Rosangela Akemi Santos, Márcio Antonio Pivatelli, Flávio Correa Nóbrega, João Honorato Guedes, Débora Linhares Nogueira, Victor Freire Frota, Tuane Queiroz Castelo, Gabriel Castro de Godoy, Moacir Fernandes |
author_sort | Takakura, Isabela Thomaz |
collection | PubMed |
description | OBJECTIVE: To evaluate a possible evolutionary post-heart transplant return of autonomic function using quantitative and qualitative information from recurrence plots. METHODS: Using electrocardiography, 102 RR tachograms of 45 patients (64.4% male) who underwent heart transplantation and that were available in the database were analyzed at different follow-up periods. The RR tachograms were collected from patients in the supine position for about 20 minutes. A time series with 1000 RR intervals was analyzed, a recurrence plot was created, and the following quantitative variables were evaluated: percentage of determinism, percentage of recurrence, average diagonal length, Shannon entropy, and sample entropy, as well as the visual qualitative aspect. RESULTS: Quantitative and qualitative signs of heart rate variability recovery were observed after transplantation. CONCLUSION: There is evidence that autonomic innervation of the heart begins to happen gradually after transplantation. Quantitative and qualitative analyses of recurrence can be useful tools for monitoring cardiac transplant patients and detecting the gradual return of heart rate variability. |
format | Online Article Text |
id | pubmed-5613725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Sociedade Brasileira de Cirurgia Cardiovascular |
record_format | MEDLINE/PubMed |
spelling | pubmed-56137252017-09-29 Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic Nervous System Recovery after Transplant Takakura, Isabela Thomaz Hoshi, Rosangela Akemi Santos, Márcio Antonio Pivatelli, Flávio Correa Nóbrega, João Honorato Guedes, Débora Linhares Nogueira, Victor Freire Frota, Tuane Queiroz Castelo, Gabriel Castro de Godoy, Moacir Fernandes Braz J Cardiovasc Surg Original Article OBJECTIVE: To evaluate a possible evolutionary post-heart transplant return of autonomic function using quantitative and qualitative information from recurrence plots. METHODS: Using electrocardiography, 102 RR tachograms of 45 patients (64.4% male) who underwent heart transplantation and that were available in the database were analyzed at different follow-up periods. The RR tachograms were collected from patients in the supine position for about 20 minutes. A time series with 1000 RR intervals was analyzed, a recurrence plot was created, and the following quantitative variables were evaluated: percentage of determinism, percentage of recurrence, average diagonal length, Shannon entropy, and sample entropy, as well as the visual qualitative aspect. RESULTS: Quantitative and qualitative signs of heart rate variability recovery were observed after transplantation. CONCLUSION: There is evidence that autonomic innervation of the heart begins to happen gradually after transplantation. Quantitative and qualitative analyses of recurrence can be useful tools for monitoring cardiac transplant patients and detecting the gradual return of heart rate variability. Sociedade Brasileira de Cirurgia Cardiovascular 2017 /pmc/articles/PMC5613725/ /pubmed/28977195 http://dx.doi.org/10.21470/1678-9741-2016-0035 Text en http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Takakura, Isabela Thomaz Hoshi, Rosangela Akemi Santos, Márcio Antonio Pivatelli, Flávio Correa Nóbrega, João Honorato Guedes, Débora Linhares Nogueira, Victor Freire Frota, Tuane Queiroz Castelo, Gabriel Castro de Godoy, Moacir Fernandes Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic Nervous System Recovery after Transplant |
title | Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic
Nervous System Recovery after Transplant |
title_full | Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic
Nervous System Recovery after Transplant |
title_fullStr | Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic
Nervous System Recovery after Transplant |
title_full_unstemmed | Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic
Nervous System Recovery after Transplant |
title_short | Recurrence Plots: a New Tool for Quantification of Cardiac Autonomic
Nervous System Recovery after Transplant |
title_sort | recurrence plots: a new tool for quantification of cardiac autonomic
nervous system recovery after transplant |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5613725/ https://www.ncbi.nlm.nih.gov/pubmed/28977195 http://dx.doi.org/10.21470/1678-9741-2016-0035 |
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