Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition

Fetal heart rate variability (fHRV) is an essential source of information to monitor fetal well-being during pregnancy. This study aimed to apply a nonlinear approach, known as symbolic dynamics (SD), for comparing human fHRV in the third trimester of pregnancy during active fetal state (TT) and act...

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Main Authors: Cristian Iván Montalvo-Jaramillo, Adriana Cristina Pliego-Carrillo, Miguel Ángel Peña-Castillo, Juan Carlos Echeverría, Enrique Becerril-Villanueva, Lenin Pavón, Rodrigo Ayala-Yáñez, Ramón González-Camarena, Karsten Berg, Niels Wessel, Gustavo Pacheco-López, José Javier Reyes-Lagos
Format: Article
Language:English
Published: Elsevier 2020-03-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844020303303
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spelling doaj-b67c99736eed4be1ae38cefd3c866da62020-11-25T03:10:03ZengElsevierHeliyon2405-84402020-03-0163e03485Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturitionCristian Iván Montalvo-Jaramillo0Adriana Cristina Pliego-Carrillo1Miguel Ángel Peña-Castillo2Juan Carlos Echeverría3Enrique Becerril-Villanueva4Lenin Pavón5Rodrigo Ayala-Yáñez6Ramón González-Camarena7Karsten Berg8Niels Wessel9Gustavo Pacheco-López10José Javier Reyes-Lagos11Autonomous University of the State of Mexico (UAEMex), Faculty of Medicine, Toluca, 50180, MexicoAutonomous University of the State of Mexico (UAEMex), Faculty of Medicine, Toluca, 50180, MexicoMetropolitan Autonomous University (UAM), Campus Iztapalapa, Basic Sciences and Engineering Division, Mexico City, 09340, MexicoMetropolitan Autonomous University (UAM), Campus Iztapalapa, Basic Sciences and Engineering Division, Mexico City, 09340, MexicoLaboratory of Psychoimmunology, National Institute of Psychiatry, “Ramón de la Fuente”, Mexico City, 14370, MexicoLaboratory of Psychoimmunology, National Institute of Psychiatry, “Ramón de la Fuente”, Mexico City, 14370, MexicoMaternal and Childhood Research Center (CIMIGen), Mexico City, 09890, MexicoMetropolitan Autonomous University (UAM), Campus Iztapalapa, Biological and Health Sciences Division, Mexico City, 09340, MexicoCardiovascular Physics, Department of Physics, Humboldt-Universität zu Berlin, Berlin, 10115, GermanyCardiovascular Physics, Department of Physics, Humboldt-Universität zu Berlin, Berlin, 10115, GermanyMetropolitan Autonomous University (UAM), Campus Lerma, Biological and Health Sciences Division, Lerma, 52005, Mexico; Swiss Federal Institute of Technology (ETH) Zurich, Department of Health Sciences and Technology, Zurich, 8092, Switzerland; Corresponding author.Autonomous University of the State of Mexico (UAEMex), Faculty of Medicine, Toluca, 50180, MexicoFetal heart rate variability (fHRV) is an essential source of information to monitor fetal well-being during pregnancy. This study aimed to apply a nonlinear approach, known as symbolic dynamics (SD), for comparing human fHRV in the third trimester of pregnancy during active fetal state (TT) and active labor at term (P).We performed a longitudinal, prospective, descriptive, and comparative study composed of 42 longitudinal recordings of 5-minutes of fetal heartbeat interval series. Recordings were collected from 21 low-risk, healthy, pregnant women attending the Maternal and Child Research Center (CIMIGen), Mexico City.We calculated relevant linear parameters of fHRV between TT and P stages, such as the percentage of differences between adjacent RR intervals >5 ms (PRR5, related to vagal modulations) and other SD parameters such as the percentage of no variations between three successive symbols (%0V, reflects sympathetic modulations) and the probability of low variability with a threshold of 4 ms (POLVAR4, associated with a low variability).We identified statistical differences for PRR5 between TT and P (37.13% [28.47–47.60%] vs. 28.84% [19.36–36.76%], p = 0.03), respectively. Also, for 0V% (65.66% [59.01–71.80%] vs. 71.14% [65.94–75.87%], p = 0.03) and for POLVAR4 values (0.06 [0.04–0.11] vs. 0.15 [0.09–0.24], p = 0.002), respectively.Our results indicate that during parturition, the short-term fetal fHRV is decreased, showing a decreased vagal modulations and higher adrenergic response of the heart. These autonomic modifications may result from the fetal response to the stressful inflammatory challenge of labor. We thus confirmed that the analysis of the SD applied to fHRV time series could be a potential clinical biomarker to differentiate the fetal autonomic cardiac condition at different stages of pregnancy.http://www.sciencedirect.com/science/article/pii/S2405844020303303Nonlinear signal processingBiomedical engineeringMedical physicsNervous systemObstetricsSymbolic dynamics
collection DOAJ
language English
format Article
sources DOAJ
author Cristian Iván Montalvo-Jaramillo
Adriana Cristina Pliego-Carrillo
Miguel Ángel Peña-Castillo
Juan Carlos Echeverría
Enrique Becerril-Villanueva
Lenin Pavón
Rodrigo Ayala-Yáñez
Ramón González-Camarena
Karsten Berg
Niels Wessel
Gustavo Pacheco-López
José Javier Reyes-Lagos
spellingShingle Cristian Iván Montalvo-Jaramillo
Adriana Cristina Pliego-Carrillo
Miguel Ángel Peña-Castillo
Juan Carlos Echeverría
Enrique Becerril-Villanueva
Lenin Pavón
Rodrigo Ayala-Yáñez
Ramón González-Camarena
Karsten Berg
Niels Wessel
Gustavo Pacheco-López
José Javier Reyes-Lagos
Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition
Heliyon
Nonlinear signal processing
Biomedical engineering
Medical physics
Nervous system
Obstetrics
Symbolic dynamics
author_facet Cristian Iván Montalvo-Jaramillo
Adriana Cristina Pliego-Carrillo
Miguel Ángel Peña-Castillo
Juan Carlos Echeverría
Enrique Becerril-Villanueva
Lenin Pavón
Rodrigo Ayala-Yáñez
Ramón González-Camarena
Karsten Berg
Niels Wessel
Gustavo Pacheco-López
José Javier Reyes-Lagos
author_sort Cristian Iván Montalvo-Jaramillo
title Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition
title_short Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition
title_full Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition
title_fullStr Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition
title_full_unstemmed Comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition
title_sort comparison of fetal heart rate variability by symbolic dynamics at the third trimester of pregnancy and low-risk parturition
publisher Elsevier
series Heliyon
issn 2405-8440
publishDate 2020-03-01
description Fetal heart rate variability (fHRV) is an essential source of information to monitor fetal well-being during pregnancy. This study aimed to apply a nonlinear approach, known as symbolic dynamics (SD), for comparing human fHRV in the third trimester of pregnancy during active fetal state (TT) and active labor at term (P).We performed a longitudinal, prospective, descriptive, and comparative study composed of 42 longitudinal recordings of 5-minutes of fetal heartbeat interval series. Recordings were collected from 21 low-risk, healthy, pregnant women attending the Maternal and Child Research Center (CIMIGen), Mexico City.We calculated relevant linear parameters of fHRV between TT and P stages, such as the percentage of differences between adjacent RR intervals >5 ms (PRR5, related to vagal modulations) and other SD parameters such as the percentage of no variations between three successive symbols (%0V, reflects sympathetic modulations) and the probability of low variability with a threshold of 4 ms (POLVAR4, associated with a low variability).We identified statistical differences for PRR5 between TT and P (37.13% [28.47–47.60%] vs. 28.84% [19.36–36.76%], p = 0.03), respectively. Also, for 0V% (65.66% [59.01–71.80%] vs. 71.14% [65.94–75.87%], p = 0.03) and for POLVAR4 values (0.06 [0.04–0.11] vs. 0.15 [0.09–0.24], p = 0.002), respectively.Our results indicate that during parturition, the short-term fetal fHRV is decreased, showing a decreased vagal modulations and higher adrenergic response of the heart. These autonomic modifications may result from the fetal response to the stressful inflammatory challenge of labor. We thus confirmed that the analysis of the SD applied to fHRV time series could be a potential clinical biomarker to differentiate the fetal autonomic cardiac condition at different stages of pregnancy.
topic Nonlinear signal processing
Biomedical engineering
Medical physics
Nervous system
Obstetrics
Symbolic dynamics
url http://www.sciencedirect.com/science/article/pii/S2405844020303303
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