Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sociedade Brasileira de Cirurgia Cardiovascular 2017
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
_version_ 1783266316337020928
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
work_keys_str_mv AT takakuraisabelathomaz recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT hoshirosangelaakemi recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT santosmarcioantonio recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT pivatelliflaviocorrea recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT nobregajoaohonorato recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT guedesdeboralinhares recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT nogueiravictorfreire recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT frotatuanequeiroz recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT castelogabrielcastro recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant
AT degodoymoacirfernandes recurrenceplotsanewtoolforquantificationofcardiacautonomicnervoussystemrecoveryaftertransplant