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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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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