Fetal heart rate development during labour

Abstract Background Fresh stillbirths (FSB) and very early neonatal deaths (VEND) are important global challenges with 2.6 million deaths annually. The vast majority of these deaths occur in low- and low-middle income countries. Assessment of the fetal well-being during pregnancy, labour, and birth...

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Main Authors: Jarle Urdal, Kjersti Engan, Trygve Eftestøl, Solveig H. Haaland, Benjamin Kamala, Paschal Mdoe, Hussein Kidanto, Hege Ersdal
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BioMedical Engineering OnLine
Subjects:
Online Access:https://doi.org/10.1186/s12938-021-00861-z
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spelling doaj-2de0a98326414c48a3d8a758790dc28b2021-03-21T12:52:48ZengBMCBioMedical Engineering OnLine1475-925X2021-03-0120112010.1186/s12938-021-00861-zFetal heart rate development during labourJarle Urdal0Kjersti Engan1Trygve Eftestøl2Solveig H. Haaland3Benjamin Kamala4Paschal Mdoe5Hussein Kidanto6Hege Ersdal7Department of Electrical Engineering and Computer Science, University of StavangerDepartment of Electrical Engineering and Computer Science, University of StavangerDepartment of Electrical Engineering and Computer Science, University of StavangerStrategic Research, Laerdal Medical ASFaculty of Health Sciences, University of StavangerHaydom Lutheran HospitalSchool of Medicine, Aga Khan UniversityDepartment of Anesthesiology and Intensive Care, Stavanger University HospitalAbstract Background Fresh stillbirths (FSB) and very early neonatal deaths (VEND) are important global challenges with 2.6 million deaths annually. The vast majority of these deaths occur in low- and low-middle income countries. Assessment of the fetal well-being during pregnancy, labour, and birth is normally conducted by monitoring the fetal heart rate (FHR). The heart rate of newborns is reported to increase shortly after birth, but a corresponding trend in how FHR changes just before birth for normal and adverse outcomes has not been studied. In this work, we utilise FHR measurements collected from 3711 labours from a low and low-middle income country to study how the FHR changes towards the end of the labour. The FHR development is also studied in groups defined by the neonatal well-being 24 h after birth. Methods A signal pre-processing method was applied to identify and remove time periods in the FHR signal where the signal is less trustworthy. We suggest an analysis framework to study the FHR development using the median FHR of all measured heart rates within a 10-min window. The FHR trend is found for labours with a normal outcome, neonates still admitted for observation and perinatal mortality, i.e. FSB and VEND. Finally, we study how the spread of the FHR changes over time during labour. Results When studying all labours, there is a drop in median FHR from 134 beats per minute (bpm) to 119 bpm the last 150 min before birth. The change in FHR was significant ( $$p<0.05$$ p < 0.05 ) using Wilcoxon signed-rank test. A drop in median FHR as well as an increased spread in FHR is observed for all defined outcome groups in the same interval. Conclusion A significant drop in FHR the last 150 min before birth is seen for all neonates with a normal outcome or still admitted to the NCU at 24 h after birth. The observed earlier and larger drop in the perinatal mortality group may indicate that they struggle to endure the physical strain of labour, and that an earlier intervention could potentially save lives. Due to the low amount of data in the perinatal mortality group, a larger dataset is required to validate the drop for this group.https://doi.org/10.1186/s12938-021-00861-zFetal heart ratePerinatal mortalitySignal processing
collection DOAJ
language English
format Article
sources DOAJ
author Jarle Urdal
Kjersti Engan
Trygve Eftestøl
Solveig H. Haaland
Benjamin Kamala
Paschal Mdoe
Hussein Kidanto
Hege Ersdal
spellingShingle Jarle Urdal
Kjersti Engan
Trygve Eftestøl
Solveig H. Haaland
Benjamin Kamala
Paschal Mdoe
Hussein Kidanto
Hege Ersdal
Fetal heart rate development during labour
BioMedical Engineering OnLine
Fetal heart rate
Perinatal mortality
Signal processing
author_facet Jarle Urdal
Kjersti Engan
Trygve Eftestøl
Solveig H. Haaland
Benjamin Kamala
Paschal Mdoe
Hussein Kidanto
Hege Ersdal
author_sort Jarle Urdal
title Fetal heart rate development during labour
title_short Fetal heart rate development during labour
title_full Fetal heart rate development during labour
title_fullStr Fetal heart rate development during labour
title_full_unstemmed Fetal heart rate development during labour
title_sort fetal heart rate development during labour
publisher BMC
series BioMedical Engineering OnLine
issn 1475-925X
publishDate 2021-03-01
description Abstract Background Fresh stillbirths (FSB) and very early neonatal deaths (VEND) are important global challenges with 2.6 million deaths annually. The vast majority of these deaths occur in low- and low-middle income countries. Assessment of the fetal well-being during pregnancy, labour, and birth is normally conducted by monitoring the fetal heart rate (FHR). The heart rate of newborns is reported to increase shortly after birth, but a corresponding trend in how FHR changes just before birth for normal and adverse outcomes has not been studied. In this work, we utilise FHR measurements collected from 3711 labours from a low and low-middle income country to study how the FHR changes towards the end of the labour. The FHR development is also studied in groups defined by the neonatal well-being 24 h after birth. Methods A signal pre-processing method was applied to identify and remove time periods in the FHR signal where the signal is less trustworthy. We suggest an analysis framework to study the FHR development using the median FHR of all measured heart rates within a 10-min window. The FHR trend is found for labours with a normal outcome, neonates still admitted for observation and perinatal mortality, i.e. FSB and VEND. Finally, we study how the spread of the FHR changes over time during labour. Results When studying all labours, there is a drop in median FHR from 134 beats per minute (bpm) to 119 bpm the last 150 min before birth. The change in FHR was significant ( $$p<0.05$$ p < 0.05 ) using Wilcoxon signed-rank test. A drop in median FHR as well as an increased spread in FHR is observed for all defined outcome groups in the same interval. Conclusion A significant drop in FHR the last 150 min before birth is seen for all neonates with a normal outcome or still admitted to the NCU at 24 h after birth. The observed earlier and larger drop in the perinatal mortality group may indicate that they struggle to endure the physical strain of labour, and that an earlier intervention could potentially save lives. Due to the low amount of data in the perinatal mortality group, a larger dataset is required to validate the drop for this group.
topic Fetal heart rate
Perinatal mortality
Signal processing
url https://doi.org/10.1186/s12938-021-00861-z
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