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Li W, Xiao Z, Zhao J, Aono K, Pizzella S, Wen Z, Wang Y, Wang C, Chakrabartty S. A Portable and a Scalable Multi-Channel Wireless Recording System for Wearable Electromyometrial Imaging. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2023; 17:916-927. [PMID: 37204963 PMCID: PMC10871545 DOI: 10.1109/tbcas.2023.3278104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Electromyometrial imaging (EMMI) technology has emerged as one of the promising technology that can be used for non-invasive pregnancy risk stratification and for preventing complications due to pre-term birth. Current EMMI systems are bulky and require a tethered connection to desktop instrumentation, as a result, the system cannot be used in non-clinical and ambulatory settings. In this article, we propose an approach for designing a scalable, portable wireless EMMI recording system that can be used for in-home and remote monitoring. The wearable system uses a non-equilibrium differential electrode multiplexing approach to enhance signal acquisition bandwidth and to reduce the artifacts due to electrode drifts, amplifier 1/f noise, and bio-potential amplifier saturation. A combination of active shielding, a passive filter network, and a high-end instrumentation amplifier ensures sufficient input dynamic range ([Formula: see text]) such that the system can simultaneously acquire different bio-potential signals like maternal electrocardiogram (ECG) in addition to the EMMI electromyogram (EMG) signals. We show that the switching artifacts and the channel cross-talk introduced due to non-equilibrium sampling can be reduced using a compensation technique. This enables the system to be potentially scaled to a large number of channels without significantly increasing the system power dissipation. We demonstrate the feasibility of the proposed approach in a clinical setting using an 8-channel battery-powered prototype which dissipates less than 8 μW per channel for a signal bandwidth of 1 KHz.
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Benfield R, Newton ER. Use of External Uterine Electromyography Across Stage I Labor. J Midwifery Womens Health 2023; 68:575-580. [PMID: 37114664 DOI: 10.1111/jmwh.13501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 03/25/2023] [Accepted: 03/31/2023] [Indexed: 04/29/2023]
Abstract
INTRODUCTION Highly sensitive, external uterine electromyography (EMG) measures myometrial electrical activity and is noninvasive compared with the clinical intrauterine pressure catheter. Most experimental studies have measured EMG in 30-minute epochs, limiting the utility of this instrumentation in intrapartum clinical practice. To test proof of concept, surface uterine EMG contraction activity was continuously collected throughout the first stage of labor from healthy women at term gestation with (n = 3) and without (n = 1) epidural or combined spinal-epidural analgesia for a maximal length of 11 hours and 24 minutes. METHODS EMG activity was recorded concurrently with tocodynamometer (toco) signals, using a pair of electrodes on the left and right sides of the maternal umbilicus with grounds attached to both hips of the reclining woman in labor. The preamplifier cutoff frequency settings were appropriate to monitor smooth muscle contraction in labor, with the analog high-pass filter set at 0.05 Hz and the low-pass filter at 1.50 Hz. Signals were sampled at 100 Hz, transmitted to a computer, and visualized by Chart 4.2 software. EMG data from epochs at baseline, during the pre-epidural fluid bolus and at the 60-minute post-epidural test dose, and at 3, 5, 6, and 8 cm dilatation were analyzed for burst power spectrum peak frequency (Hz), burst power spectrum amplitude (mV2 ), and burst duration (seconds). RESULTS Uterine EMG contractile bursts were preceded and followed by a stable baseline and coincided with toco contractions. Movement artifacts were negligible, and large movement artifacts were easily distinguishable. The EMG bursts and toco contractions remained clearly identifiable, even when one woman without epidural analgesia stood beside the bed laboring for approximately 10 minutes. Burst spectral components fell within the expected 0.34-to-1.00 Hz range for term labor. DISCUSSION High-quality data demonstrate that EMG instrumentation effectively and accurately measures uterine contraction parameters across the first stage of term labor.
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Affiliation(s)
- Rebecca Benfield
- School of Nursing, University of Nevada, Las Vegas, Las Vegas, Nevada
| | - Edward R Newton
- Obstetrics and Gynecology, Brody School of Medicine, East Carolina University, Greenville, North Carolina
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Mehl ST, Simmons PM, Whittington JR, Escalona-Vargas D, Siegel ER, Lowery CL, Crimmins-Pierce LD, Eswaran H. Assessing uterine electrophysiology prior to elective term induction of labor. Curr Res Physiol 2023; 6:100103. [PMID: 37554388 PMCID: PMC10404855 DOI: 10.1016/j.crphys.2023.100103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 07/07/2023] [Accepted: 07/20/2023] [Indexed: 08/10/2023] Open
Abstract
Objective The purpose of this study was to determine if uterine electrophysiological signals gathered from 151 non-invasive biomagnetic sensors spread over the abdomen were associated with successful induction of labor (IOL). Study design Uterine magnetomyogram (MMG) signals were collected using the SARA (SQUID Array for Reproductive Assessment) device from 33 subjects between 37 and 42 weeks gestational age. The signals were post-processed, uterine contractile related MMG bursts were detected, and parameters in the time and frequency domain were extracted. The modified Bishop score calculated at admission was used to determine the method of IOL. Wilcoxon's rank-sum test was used to compare IOL successes and failures for differences in gestational age (GA), parity, modified Bishop's score, maximum oxytocin, and electrophysiological parameters extracted from MMG. Results The average parity was three times (3x) higher (1.53 versus 0.50; p = 0.039), and the average modified Bishop score was 2x higher (3.32 versus 1.63; p = 0.032) amongst IOL successes than failures, while the average GA and maximum oxytocin showed a small difference. For the MMG parameters, successful IOLs had, on average, 3.5x greater mean power during bursts (0.246 versus 0.070; p = 0.034) and approximately 1.2x greater mean number of bursts (2.05 versus 1.68; p = 0.036) compared to the failed IOLs, but non-significant differences were observed in mean peak frequency, mean burst duration, and mean duration between bursts. Conclusion The study showed that inductions of labor that took less than 24 h to deliver have a higher mean power in the baseline electrophysiological activity of the uterus when recorded prior to planned induction. The results are indicative that baseline electrophysiological activity measured prior to induction is associated with successful induction.
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Affiliation(s)
- Sarah T. Mehl
- Department of Obstetrics and Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Texas Health Science Center, Houston, TX, USA
| | - Pamela M. Simmons
- Department of Obstetrics and Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Julie R. Whittington
- Department of Obstetrics and Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Obstetrics and Gynecology, Naval Medical Center, Portsmouth, VA, USA
| | - Diana Escalona-Vargas
- Department of Obstetrics and Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Eric R. Siegel
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Curtis L. Lowery
- Department of Obstetrics and Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Lauren D. Crimmins-Pierce
- Department of Obstetrics and Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Hari Eswaran
- Department of Obstetrics and Gynecology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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Wang H, Wen Z, Wu W, Sun Z, Kisrieva-Ware Z, Lin Y, Wang S, Gao H, Xu H, Zhao P, Wang Q, Macones GA, Schwartz AL, Cuculich P, Cahill AG, Wang Y. Noninvasive electromyometrial imaging of human uterine maturation during term labor. Nat Commun 2023; 14:1198. [PMID: 36918533 PMCID: PMC10015052 DOI: 10.1038/s41467-023-36440-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 01/23/2023] [Indexed: 03/16/2023] Open
Abstract
Electromyometrial imaging (EMMI) was recently developed to image the three-dimensional (3D) uterine electrical activation during contractions noninvasively and accurately in sheep. Herein we describe the development and application of a human EMMI system to image and evaluate 3D uterine electrical activation patterns at high spatial and temporal resolution during human term labor. We demonstrate the successful integration of the human EMMI system during subjects' clinical visits to generate noninvasively the uterine surface electrical potential maps, electrograms, and activation sequence through an inverse solution using up to 192 electrodes distributed around the abdomen surface. Quantitative indices, including the uterine activation curve, are developed and defined to characterize uterine surface contraction patterns. We thus show that the human EMMI system can provide detailed 3D images and quantification of uterine contractions as well as novel insights into the role of human uterine maturation during labor progression.
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Affiliation(s)
- Hui Wang
- Department of Physics, Washington University, St. Louis, MO, 63130, USA
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Zichao Wen
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Wenjie Wu
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Biomedical Engineering, Washington University, St. Louis, MO, 63130, USA
| | - Zhexian Sun
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Biomedical Engineering, Washington University, St. Louis, MO, 63130, USA
| | - Zulfia Kisrieva-Ware
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Yiqi Lin
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Electrical and Systems Engineering, Washington University, St. Louis, MO, 63130, USA
| | - Sicheng Wang
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Electrical and Systems Engineering, Washington University, St. Louis, MO, 63130, USA
| | - Hansong Gao
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Electrical and Systems Engineering, Washington University, St. Louis, MO, 63130, USA
| | - Haonan Xu
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Peinan Zhao
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Qing Wang
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - George A Macones
- Department of Women's Health, Dell Medical School, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Alan L Schwartz
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Phillip Cuculich
- Department of Cardiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Alison G Cahill
- Department of Women's Health, Dell Medical School, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Yong Wang
- Center for Reproductive Health Sciences, Washington University School of Medicine, St. Louis, MO, 63130, USA.
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, 63110, USA.
- Department of Biomedical Engineering, Washington University, St. Louis, MO, 63130, USA.
- Department of Electrical and Systems Engineering, Washington University, St. Louis, MO, 63130, USA.
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA.
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Qian X, Zhou B, Li P, Garfield RE, Liu H. Quantitative analysis for grading uterine electromyography activities during labor. Am J Obstet Gynecol MFM 2023; 5:100798. [PMID: 36351529 DOI: 10.1016/j.ajogmf.2022.100798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 11/02/2022] [Accepted: 11/03/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND The strength of uterine contraction is one of the decisive factors for labor progression and parturition. Clinicians usually encounter difficulties in early identification of inadequate contractions and in oxytocin treatment. Electromyography-an emerging technology for uterine contraction monitoring-can quantify the intensity of myoelectric activity of uterine contraction. Therefore, grading patients with different uterine contraction intensities by electromyography is of great significance to the clinical intensive management of uterine contraction and labor process. OBJECTIVE This study aimed to quantify and grade electromyography activity during the latent phase of the first stage of labor and explore its relationship with oxytocin treatment and length of labor. STUDY DESIGN We performed a retrospective cohort study to identify electromyography parameters as a predictor for oxytocin treatment and length of labor among a cohort of term singleton primipara (n=508) during the latent phase who delivered in Guangzhou between August 2018 and December 2021. The electromyography parameters were graded according to the quartile method, and the significance of grading and delivery outcome was explored. Univariate and multivariate logistic regression were used to determine the predictors of oxytocin treatment. RESULTS Maternal gestational age (adjusted risk ratio, 1.2; 95% confidence interval, 1.0-1.5), root mean square (adjusted risk ratio, 0.01; 95% confidence interval, 0.004-0.03), and power (adjusted risk ratio, 0.02; 95% confidence interval, 0.01-0.05) were significant predictors of oxytocin argumentation. The low electromyography activity group had a longer first stage labor and total labor time and were more likely to use oxytocin. CONCLUSION Electromyography parameters root mean square and power had high predictive values for later oxytocin treatment among patients with spontaneous labor. Patients with low-grade electromyography were more likely need oxytocin treatment. Electromyography grading is very important for its clinical promotion and use, and it could lead to more reliable analyses of oxytocin treatments and eventually to more effective interventions to prevent prolonged labor.
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Affiliation(s)
- Xueya Qian
- Department of Obstetrics and Gynecology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University Guangzhou, Guangzhou, China (Drs Qian, Zhou, Li, and Liu)
| | - Bingqian Zhou
- Department of Obstetrics and Gynecology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University Guangzhou, Guangzhou, China (Drs Qian, Zhou, Li, and Liu)
| | - Pin Li
- Department of Obstetrics and Gynecology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University Guangzhou, Guangzhou, China (Drs Qian, Zhou, Li, and Liu)
| | - Robert E Garfield
- Department of Obstetrics and Gynecology, The University of Arizona College of Medicine-Phoenix, Phoenix, AZ (Dr Garfield)
| | - Huishu Liu
- Department of Obstetrics and Gynecology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University Guangzhou, Guangzhou, China (Drs Qian, Zhou, Li, and Liu).
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Romero-Morales H, Muñoz-Montes de Oca JN, Mora-Martínez R, Mina-Paz Y, Reyes-Lagos JJ. Enhancing classification of preterm-term birth using continuous wavelet transform and entropy-based methods of electrohysterogram signals. Front Endocrinol (Lausanne) 2023; 13:1035615. [PMID: 36704040 PMCID: PMC9873347 DOI: 10.3389/fendo.2022.1035615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 11/28/2022] [Indexed: 01/11/2023] Open
Abstract
Introduction Despite vast research, premature birth's electrophysiological mechanisms are not fully understood. Prediction of preterm birth contributes to child survival by providing timely and skilled care to both mother and child. Electrohysterography is an affordable, noninvasive technique that has been highly sensitive in diagnosing preterm labor. This study aimed to choose the more appropriate combination of characteristics, such as electrode channel and bandwidth, as well as those linear, time-frequency, and nonlinear features of the electrohysterogram (EHG) for predicting preterm birth using classifiers. Methods We analyzed two open-access datasets of 30 minutes of EHG obtained in regular checkups of women around 31 weeks of pregnancy who experienced premature labor (P) and term labor (T). The current approach filtered the raw EHGs in three relevant frequency subbands (0.3-1 Hz, 1-2 Hz, and 2-3Hz). The EHG time series were then segmented to create 120-second windows, from which individual characteristics were calculated. The linear, time-frequency, and nonlinear indices of EHG of each combination (channel-filter) were fed to different classifiers using feature selection techniques. Results The best performance, i.e., 88.52% accuracy, 83.83% sensitivity, and 93.22% specificity, was obtained in the 2-3 Hz bands using Medium Frequency, Continuous Wavelet Transform (CWT), and entropy-based indices. Interestingly, CWT features were significantly different in all filter-channel combinations. The proposed study uses small samples of EHG signals to diagnose preterm birth accurately, showing their potential application in the clinical environment. Discussion Our results suggest that CWT and novel entropy-based features of EHG could be suitable descriptors for analyzing and understanding the complex nature of preterm labor mechanisms.
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Affiliation(s)
- Héctor Romero-Morales
- Interdisciplinary Unit of Biotechnology (UPIBI), National Polytechnic Institute (IPN) of Mexico, Mexico City, Mexico
- National Institute of Astrophysics, Optics and Electronics (INAOE), Tonantzintla, Puebla, Mexico
| | - Jenny Noemí Muñoz-Montes de Oca
- Interdisciplinary Unit of Biotechnology (UPIBI), National Polytechnic Institute (IPN) of Mexico, Mexico City, Mexico
- National Institute of Astrophysics, Optics and Electronics (INAOE), Tonantzintla, Puebla, Mexico
| | - Rodrigo Mora-Martínez
- Interdisciplinary Unit of Biotechnology (UPIBI), National Polytechnic Institute (IPN) of Mexico, Mexico City, Mexico
| | - Yecid Mina-Paz
- Health and Movement Research Group, Faculty of Health, Universidad Santiago de Cali, Cali, Colombia
| | - José Javier Reyes-Lagos
- School of Medicine, Autonomous University of the State of Mexico (UAEMéx), Toluca de Lerdo, State of Mexico, Mexico
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Pirnar Ž, Jager F, Geršak K. Characterization and separation of preterm and term spontaneous, induced, and cesarean EHG records. Comput Biol Med 2022; 151:106238. [PMID: 36343404 DOI: 10.1016/j.compbiomed.2022.106238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 09/30/2022] [Accepted: 10/22/2022] [Indexed: 12/27/2022]
Abstract
To improve the understanding of the underlying physiological processes that lead to preterm birth, and different term delivery modes, we quantitatively characterized and assessed the separability of the sets of early (23rd week) and later (31st week) recorded, preterm and term spontaneous, induced, cesarean, and induced-cesarean electrohysterogram (EHG) records using several of the most widely used non-linear features extracted from the EHG signals. Linearly modeled temporal trends of the means of the median frequencies (MFs), and of the means of the peak amplitudes (PAs) of the normalized power spectra of the EHG signals, along pregnancy (from early to later recorded records), derived from a variety of frequency bands, revealed that for the preterm group of records, in comparison to all other term delivery groups, the frequency spectrum of the frequency band B0L (0.08-0.3 Hz) shifts toward higher frequencies, and that the spectrum of the newly identified frequency band B0L' (0.125-0.575 Hz), which approximately matches the Fast Wave Low band, becomes stronger. The most promising features to separate between the later preterm group and all other later term delivery groups appear to be MF (p=1.1⋅10-5) in the band B0L of the horizontal signal S3, and PA (p=2.4⋅10-8) in the band B0L' (S3). Moreover, the PA in the band B0L' (S3) showed the highest power to individually separate between the later preterm group and any other later term delivery group. Furthermore, the results suggest that in preterm pregnancies the resting maternal heart rate decreases between the 23rd and 31st week of gestation.
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Affiliation(s)
- Žiga Pirnar
- Faculty of Computer and Information Science, University of Ljubljana, Večna pot 113, 1000 Ljubljana, Slovenia
| | - Franc Jager
- Faculty of Computer and Information Science, University of Ljubljana, Večna pot 113, 1000 Ljubljana, Slovenia.
| | - Ksenija Geršak
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; University Medical Center Ljubljana, Zaloška cesta 2, 1000 Ljubljana, Slovenia
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Singh B, Patel S, Devalla A. Correspondence to "A study of uterine inertia on the spontaneous of labour using uterine electromyography". Taiwan J Obstet Gynecol 2022; 61:570. [PMID: 35595467 DOI: 10.1016/j.tjog.2022.03.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2021] [Indexed: 10/18/2022] Open
Affiliation(s)
- Bharti Singh
- Department of Obstetrics and Gynecology, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India.
| | - Shweta Patel
- Department of Obstetrics and Gynecology, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
| | - Anusha Devalla
- Department of Obstetrics and Gynecology, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
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Vasist SN, Bhat P, Ulman S, Hebbar H. Identification of Contractions from Electrohysterography for Prediction of Prolonged Labor. JOURNAL OF ELECTRICAL BIOIMPEDANCE 2022; 13:4-9. [PMID: 35432660 PMCID: PMC8975588 DOI: 10.2478/joeb-2022-0002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The analysis of the uterine electrical activity and its propagation patterns could potentially predict the risk of prolonged/arrested progress of labor. In our study, the Electrohysterography (EHG) signals of 83 participants in labor at around 3-4 cm of cervical dilatation, were recorded for about 30 minutes each. These signals were analyzed for predicting prolonged labor. Out of the 83 participants, 70 participants had normal progress of labor and delivered vaginally. The remaining 13 participants had prolonged/ arrested progress of labor and had to deliver through a cesarean section. In this paper, we propose an algorithm to identify contractions from the acquired EHG signals based on the energy of the signals. The role of contraction consistency and fundal dominance was evaluated for impact on progress of the labor. As per our study, the correlation of contractions was higher in case of normal progress of labor. We also observed that the upper uterine segment was dominant in cases with prolonged/arrested progress of labor.
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Affiliation(s)
- Santosh N Vasist
- Manipal School of Information Sciences (MSOIS), Manipal Academy of Higher Education (MAHE), Manipal, India
| | - Parvati Bhat
- Melaka Manipal Medical College (MMMC), Manipal Academy of Higher Education (MAHE), Manipal, India
| | | | - Harishchandra Hebbar
- Manipal School of Information Sciences (MSOIS), Manipal Academy of Higher Education (MAHE), Manipal, India
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Jossou TR, Et-tahir A, Tahori Z, El Ouadi A, Medenou D, Bybi A, Fagbemi L, Sbihi M, Piaggio D. Electrodes in external electrohysterography: a systematic literature review. Biophys Rev 2021; 13:405-415. [PMID: 34178173 PMCID: PMC8214640 DOI: 10.1007/s12551-021-00805-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/04/2021] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND In low-income countries, pregnant women do not have easy access to health care, especially in rural and peri-urban areas. In this context, they can be surprised by the uterine contractions that precede childbirth and sometimes find themselves giving birth at home or on the way to the nearest health facility (located miles away from their home). In view of the development of an external uterine electrohysterogram acquisition system for labour prediction, a review of the literature on electrodes and their characteristics is necessary. METHODS A comprehensive literature review was conducted to collate information on the use of electrodes in external EHG recording and their characteristics. RESULTS Wet electrodes based on Ag/AgCl redox chemistry are the most common type of electrodes for EHG, employed in different configurations on the pregnant woman's abdomen. All positioning configurations are around the vertical median axis if they are not placed directly on it. Positioning below the navel seems to be the most efficient. The number of source, reference, and ground electrodes used varies from one author to another, as does the distance between the electrodes. CONCLUSION Two well-positioned source electrodes on the vertical median axis, with ground electrode on the right side of the hip and reference one on the left side, are able to generate a good external EHG recording signal. The minimum allowed inter-electrode distance is approximately 17.5 to 25mm.
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Affiliation(s)
- Thierry R. Jossou
- Department of Biomedical Engineering, Ecole Polytechnique d’Abomey-Calavi, University of Abomey-Calavi, Abomey-Calavi, Benin
- Materials, Energy, Acoustics Team, Ecole Supérieure de Technologie de Salé, University Mohammed V, Rabat, Morocco
| | - Aziz Et-tahir
- Materials, Energy, Acoustics Team, Ecole Supérieure de Technologie de Salé, University Mohammed V, Rabat, Morocco
| | | | | | - Daton Medenou
- Department of Biomedical Engineering, Ecole Polytechnique d’Abomey-Calavi, University of Abomey-Calavi, Abomey-Calavi, Benin
| | - Abdelmajid Bybi
- Materials, Energy, Acoustics Team, Ecole Supérieure de Technologie de Salé, University Mohammed V, Rabat, Morocco
| | - Latif Fagbemi
- Department of Biomedical Engineering, Ecole Polytechnique d’Abomey-Calavi, University of Abomey-Calavi, Abomey-Calavi, Benin
| | - Mohamed Sbihi
- Materials, Energy, Acoustics Team, Ecole Supérieure de Technologie de Salé, University Mohammed V, Rabat, Morocco
| | - Davide Piaggio
- School of Engineering, University of Warwick, Coventry, CV4 7AL UK
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Methods to distinguish labour and pregnancy contractions: a systematic literature review. HEALTH AND TECHNOLOGY 2021. [DOI: 10.1007/s12553-021-00563-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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12
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Li P, Wang L, Qian X, Morse A, Garfield RE, Liu H. A study of uterine inertia on the spontaneous of labor using uterine electromyography. Taiwan J Obstet Gynecol 2021; 60:449-453. [PMID: 33966726 DOI: 10.1016/j.tjog.2021.03.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/30/2020] [Indexed: 10/21/2022] Open
Abstract
OBJECTIVE The purpose of this study is to analyze uterine electromyography burst patterns in patients with spontaneous labor and patients with uterine inertia. MATERIALS AND METHODS Uterine electromyography was recorded using 4 silver/silver chloride electrodes placed periumbilical. Thirty women in the spontaneous labor were enrolled. Uterine electromyography was also recorded from patients with uterine inertia before and after oxytocin treatment. EMG bursts were characterized by analysis of multiple variables including burst frequency, duration, root mean squared, amplitude, and total power. RESULTS There were significant reductions (P < .01) in all EMG burst characteristics. In addition, uterine electromyography parameters were all increased after oxytocin treatment and were comparable (P > .05) to patients in spontaneous labor. CONCLUSIONS Uterine electromyography can be used effectively to distinguish patients progressing with spontaneous labor from patients that develop uterine inertia. Uterine inertia is characterized by reduced EMG activity and failure of cervical dilation. Uterine electromyography is a quantitative, non-invasive assessment tool that contributes to the diagnosis, evaluation and management of patients with spontaneous labor and uterine inertia.
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Affiliation(s)
- Pin Li
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Lele Wang
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Xueya Qian
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Abraham Morse
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Robert E Garfield
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Huishu Liu
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
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13
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Cohen WR, Friedman EA. Clinical evaluation of labor: an evidence- and experience-based approach. J Perinat Med 2021; 49:241-253. [PMID: 33068385 DOI: 10.1515/jpm-2020-0256] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Accepted: 09/17/2020] [Indexed: 01/20/2023]
Abstract
During labor mother and fetus are evaluated at intervals to assess their well-being and determine how the labor is progressing. These assessments require skillful physical diagnosis and the ability to translate the acquired information into meaningful prognostic decision-making. We describe a coordinated approach to the assessment of labor. Graphing of serial measurements of cervical dilatation and fetal station creates "labor curves," which provide diagnostic and prognostic information. Based on these curves we recognize nine discrete labor abnormalities. Many may be related to insufficient or disordered contractile mechanisms. Several factors are strongly associated with development of labor disorders, including cephalopelvic disproportion, excess analgesia, fetal malpositions, intrauterine infection, and maternal obesity. Clinical cephalopelvimetry involves assessing pelvic traits and predicting their effects on labor. These observations must be integrated with information derived from the labor curves. Exogenous oxytocin is widely used. It has a high therapeutic index, but is easily misused. Oxytocin treatment should be restricted to situations in which its potential benefits clearly outweigh its risks. This requires there be a documented labor dysfunction or a legitimate medical reason to shorten the labor. Normal labor and delivery pose little risk to a healthy fetus; but dysfunctional labors, especially if stimulated excessively by oxytocin or terminated by complex operative vaginal delivery, have the potential for considerable harm. Conscientiously implemented, the approach to the evaluation of labor outlined in this review will result in a reasonable cesarean rate and minimize risks that may accrue from the labor and delivery process.
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Affiliation(s)
- Wayne R Cohen
- Department of Obstetrics and Gynecology, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Emanuel A Friedman
- Department of Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, MA, USA
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14
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Hayes-Gill BR. Monica Healthcare: From the research laboratory to commercial reality-A real-life case study. Healthc Technol Lett 2021; 8:1-10. [PMID: 33680478 PMCID: PMC7916983 DOI: 10.1049/htl2.12004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 12/07/2020] [Accepted: 12/14/2020] [Indexed: 11/19/2022] Open
Abstract
The desire of many engineers is to see their work end up as a final product offering a real benefit to society-for a lecturer/professor at a university, this is a dream often out of reach of the majority. However, the university academic is a changed species from the early days of the binary line between Universities and Polytechnics and when a lecturer meant just that-teaching to future engineers. This article describes the process and experience gained by a university engineer to spin out their research from the university sector and achieve the goal of a product reaching a global audience.
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15
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Kissler KJ, Lowe NK, Hernandez TL. An Integrated Review of Uterine Activity Monitoring for Evaluating Labor Dystocia. J Midwifery Womens Health 2020; 65:323-334. [PMID: 32478978 PMCID: PMC7875314 DOI: 10.1111/jmwh.13119] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 03/24/2020] [Accepted: 03/27/2020] [Indexed: 11/30/2022]
Abstract
Introduction: Labor dystocia is the most common cause of cesarean birth in the United States, yet how dystocia develops during labor remains elusive. Uterine activity monitoring has significant potential for advancing our understanding of labor dystocia. While evaluating contraction frequency and amplitude is a common component of labor dystocia management, the literature describing the relationship between measures of uterine activity and labor dystocia is heterogeneous and has not been synthesized to identify the best methods for use in clinical investigation. Methods: We conducted a literature search for original research exploring the relationship between uterine activity and labor dystocia published between 2000 and 2019. Included articles were critically reviewed and synthesized. Results: Across 11 identified studies, investigators employed 3 different techniques for monitoring uterine activity and 9 different measures were employed. Uterine activity measures, including Montevideo units, uterine electromyography power density spectrum and sample entropy, and the fall-to-rise ratio of contraction shape, detected patterns associated with labor dystocia or cesarean birth. Discussion: The use of multiple regression with clinical covariates and a uterine activity measure increased the accuracy of predicting cesarean delivery. Uterine electromyography may be especially useful to evaluate labor dystocia phenotypes to differentiate uterine muscle fatigue from understimulation and lead to algorithms for increased precision in the diagnosis of labor dystocia and innovative approaches to treatment.
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Affiliation(s)
- Katherine J Kissler
- College of Nursing, University of Colorado Anschutz Medical Center, Aurora, Colorado
| | - Nancy K Lowe
- College of Nursing, University of Colorado Anschutz Medical Center, Aurora, Colorado
| | - Teri L Hernandez
- College of Nursing, University of Colorado Anschutz Medical Center, Aurora, Colorado
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16
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Allahem H, Sampalli S. Automated uterine contractions pattern detection framework to monitor pregnant women with a high risk of premature labour. INFORMATICS IN MEDICINE UNLOCKED 2020. [DOI: 10.1016/j.imu.2020.100404] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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17
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Wang H, Wu W, Talcott M, McKinstry RC, Woodard PK, Macones GA, Schwartz AL, Cuculich P, Cahill AG, Wang Y. Accuracy of electromyometrial imaging of uterine contractions in clinical environment. Comput Biol Med 2019; 116:103543. [PMID: 31786490 DOI: 10.1016/j.compbiomed.2019.103543] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Revised: 11/06/2019] [Accepted: 11/13/2019] [Indexed: 11/24/2022]
Abstract
Clinically, uterine contractions are monitored with tocodynamometers or intrauterine pressure catheters. In the research setting, electromyography (EMG), which detects electrical activity of the uterus from a few electrodes on the abdomen, is feasible, can provide more accurate data than these other methods, and may be useful for predicting preterm birth. However, EMG lacks sufficient spatial resolution and coverage to reveal where uterine contractions originate, how they propagate, and whether preterm contractions differ between women who do and do not progress to preterm delivery. To address those limitations, electromyometrial imaging (EMMI) was recently developed and validated to non-invasively assess three-dimensional (3D) electrical activation patterns on the entire uterine surface in pregnant sheep. EMMI uses magnetic resonance imaging to obtain subject-specific body-uterus geometry and collects uterine EMG data from up to 256 electrodes on the body surface. EMMI software then solves an ill-posed inverse computation to combine the two datasets and generate maps of electrical activity on the entire 3D uterine surface. Here, we assessed the feasibility to clinically translate EMMI by evaluating EMMI's accuracy under the unavoidable geometrical alterations and electrical noise contamination in a clinical environment. We developed a hybrid experimental-simulation platform to model the effects of fetal kicks, contractions, fetal/maternal movements, and noise contamination caused by maternal respiration and environmental electrical activity. Our data indicate that EMMI can accurately image uterine electrical activity in the presence of geometrical deformations and electrical noise, suggesting that EMMI can be reliably translated to non-invasively image 3D uterine electrical activation in pregnant women.
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Affiliation(s)
- Hui Wang
- Department of Physics, Washington University, St. Louis, MO, 63130, USA; Center for Reproductive Health Sciences, Washington University, St. Louis, MO, 63130, USA; Department of Obstetrics & Gynecology, School of Medicine, St. Louis, MO, 63110, USA.
| | - Wenjie Wu
- Center for Reproductive Health Sciences, Washington University, St. Louis, MO, 63130, USA; Department of Obstetrics & Gynecology, School of Medicine, St. Louis, MO, 63110, USA; Department of Biomedical Engineering, Washington University, St. Louis, MO, 63130, USA
| | - Michael Talcott
- Division of Comparative Medicine, Washington University, St. Louis, MO, 63110, USA
| | - Robert C McKinstry
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Pamela K Woodard
- Department of Biomedical Engineering, Washington University, St. Louis, MO, 63130, USA; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - George A Macones
- Department of Women's Health, University of Texas at Austin, Austin, TX, 78712, USA
| | - Alan L Schwartz
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Phillip Cuculich
- Department of Cardiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Alison G Cahill
- Department of Women's Health, University of Texas at Austin, Austin, TX, 78712, USA.
| | - Yong Wang
- Center for Reproductive Health Sciences, Washington University, St. Louis, MO, 63130, USA; Department of Obstetrics & Gynecology, School of Medicine, St. Louis, MO, 63110, USA; Department of Biomedical Engineering, Washington University, St. Louis, MO, 63130, USA; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA.
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18
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Vlemminx MWC, Rabotti C, van der Hout-van der Jagt MB, Oei SG. Clinical Use of Electrohysterography During Term Labor: A Systematic Review on Diagnostic Value, Advantages, and Limitations. Obstet Gynecol Surv 2018; 73:303-324. [PMID: 29850920 DOI: 10.1097/ogx.0000000000000560] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Importance Real-time electrohysterography (EHG)-based technologies have recently become available for uterine monitoring during term labor. Therefore, obstetricians need to be familiar with the diagnostic value, advantages, and limitations of using EHG. Objective The aims of this study were to determine the diagnostic value of EHG in comparison to (1) the intrauterine pressure catheter (IUPC), (2) the external tocodynamometer (TOCO), and (3) in case of maternal obesity; (4) to evaluate EHG from users' and patients' perspectives; and (5) to assess whether EHG can predict labor outcome. Evidence Acquisition A systematic review was performed in the MEDLINE, EMBASE, and Cochrane library in October 2017 resulting in 209 eligible records, of which 20 were included. Results A high sensitivity for contraction detection was achieved by EHG (range, 86.0%-98.0%), which was significantly better than TOCO (range, 46.0%-73.6%). Electrohysterography also enhanced external monitoring in case of maternal obesity. The contraction frequency detected by EHG was on average 0.3 to 0.9 per 10 minutes higher compared with IUPC, which resulted in a positive predictive value of 78.7% to 92.0%. When comparing EHG tocograms with IUPC traces, an underestimation of the amplitude existed despite that patient-specific EHG amplitudes have been mitigated by amplitude normalization. Obstetricians evaluated EHG tocograms as better interpretable and more adequate than TOCO. Finally, potential EHG parameters that could predict a vaginal delivery were a predominant fundal direction and a lower peak frequency. Conclusions and Relevance Electrohysterography enhances external uterine monitoring of both nonobese and obese women. Obstetricians consider EHG as better interpretable; however, they need to be aware of the higher contraction frequency detected by EHG and of the amplitude mismatch with intrauterine pressure measurements.
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Affiliation(s)
- Marion W C Vlemminx
- Resident, Department of Obstetrics and Gynecology, Máxima Medical Center, Veldhoven, the Netherlands; PhD Candidate
| | - Chiara Rabotti
- Assistant Professor, Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - M Beatrijs van der Hout-van der Jagt
- Postdoctoral Researcher, Department of Obstetrics and Gynecology, Máxima Medical Center, Veldhoven, the Netherlands; Postdoctoral Researcher, Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - S Guid Oei
- Gynecologist-Perinatologist, Department of Obstetrics and Gynecology, Máxima Medical Center, Veldhoven, the Netherlands; and Professor Fundamental Perinatology, Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
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19
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Odendaal H, Groenewald C, Myers MM, Fifer WP. Maternal heart rate patterns under resting conditions in late pregnancy. ACTA ACUST UNITED AC 2018; 1. [PMID: 31008442 PMCID: PMC6474684 DOI: 10.15761/tr.1000116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Objectives: To describe maternal heart rate patterns observed during antenatal monitoring under resting conditions between the gestational ages of 34 to 38 weeks and to demonstrate its associations with uterine activity. Methods: Each participant had five high quality ECG electrodes attached to her anterior abdominal wall which were connected to the Monica AN24 device to collect raw electrical signals from the maternal and fetal ECG and signals of uterine activity. Proprietary software was then used to download the raw data and extract the maternal and fetal heart rate patterns and uterine activity. Results: Several distinct maternal heart rate patterns were observed. These included unusually high or low levels of variability, tachycardia, bradycardia, regular and irregular periodic changes and sporadic changes where the heart rate suddenly decreased or increased. Some of the fluctuations, especially decelerations of maternal heart rate, seemed to be associated with uterine activity. Conclusion: The clinical implications of these different patterns, for both the mother and fetus, needs to be explored further. There is a need for computerized analyses of the different maternal patterns during different gestational ages to determine its relevance. Synopsis Various maternal heart rate patterns under resting conditions in late pregnancy are described.
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Affiliation(s)
- Hein Odendaal
- Department of Obstetrics and Gynaecology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, Western Cape, South Africa
| | - Coen Groenewald
- Department of Obstetrics and Gynaecology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, Western Cape, South Africa
| | - Michael M Myers
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA.,Department of Pediatrics, Columbia University Medical Center, New York, NY, USA.,Division of Developmental Neuroscience, New York State Psychiatric Institute, New York, NY, USA.,Extraordinary Professor, Department of Obstetrics and Gynaecology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, Western Cape, South Africa
| | - William P Fifer
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA.,Department of Pediatrics, Columbia University Medical Center, New York, NY, USA.,Division of Developmental Neuroscience, New York State Psychiatric Institute, New York, NY, USA.,Extraordinary Professor, Department of Obstetrics and Gynaecology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, Western Cape, South Africa
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20
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Garcia-Casado J, Ye-Lin Y, Prats-Boluda G, Mas-Cabo J, Alberola-Rubio J, Perales A. Electrohysterography in the diagnosis of preterm birth: a review. Physiol Meas 2018; 39:02TR01. [PMID: 29406317 DOI: 10.1088/1361-6579/aaad56] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Preterm birth (PTB) is one of the most common and serious complications in pregnancy. About 15 million preterm neonates are born every year, with ratios of 10-15% of total births. In industrialized countries, preterm delivery is responsible for 70% of mortality and 75% of morbidity in the neonatal period. Diagnostic means for its timely risk assessment are lacking and the underlying physiological mechanisms are unclear. Surface recording of the uterine myoelectrical activity (electrohysterogram, EHG) has emerged as a better uterine dynamics monitoring technique than traditional surface pressure recordings and provides information on the condition of uterine muscle in different obstetrical scenarios with emphasis on predicting preterm deliveries. OBJECTIVE A comprehensive review of the literature was performed on studies related to the use of the electrohysterogram in the PTB context. APPROACH This review presents and discusses the results according to the different types of parameter (temporal and spectral, non-linear and bivariate) used for EHG characterization. MAIN RESULTS Electrohysterogram analysis reveals that the uterine electrophysiological changes that precede spontaneous preterm labor are associated with contractions of more intensity, higher frequency content, faster and more organized propagated activity and stronger coupling of different uterine areas. Temporal, spectral, non-linear and bivariate EHG analyses therefore provide useful and complementary information. Classificatory techniques of different types and varying complexity have been developed to diagnose PTB. The information derived from these different types of EHG parameters, either individually or in combination, is able to provide more accurate predictions of PTB than current clinical methods. However, in order to extend EHG to clinical applications, the recording set-up should be simplified, be less intrusive and more robust-and signal analysis should be automated without requiring much supervision and yield physiologically interpretable results. SIGNIFICANCE This review provides a general background to PTB and describes how EHG can be used to better understand its underlying physiological mechanisms and improve its prediction. The findings will help future research workers to decide the most appropriate EHG features to be used in their analyses and facilitate future clinical EHG applications in order to improve PTB prediction.
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Affiliation(s)
- J Garcia-Casado
- Centro de Investigación e Innovación en Bioingeniería (CI2B), Universitat Politècnica de València (UPV), Camino de Vera SN, 46022, Valencia, Spain
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21
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Cohen WR. Clinical assessment of uterine contractions. Int J Gynaecol Obstet 2017; 139:137-142. [DOI: 10.1002/ijgo.12270] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Revised: 06/26/2017] [Accepted: 07/17/2017] [Indexed: 11/11/2022]
Affiliation(s)
- Wayne R. Cohen
- Department of Obstetrics and Gynecology; University of Arizona College of Medicine; Tucson AZ USA
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22
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Vasak B, Graatsma EM, Hekman-Drost E, Eijkemans MJ, Schagen van Leeuwen JH, Visser GH, Jacod BC. Identification of first-stage labor arrest by electromyography in term nulliparous women after induction of labor. Acta Obstet Gynecol Scand 2017; 96:868-876. [DOI: 10.1111/aogs.13127] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Accepted: 03/02/2017] [Indexed: 11/29/2022]
Affiliation(s)
- Blanka Vasak
- Department of Obstetrics; University Medical Center; Utrecht the Netherlands
| | | | - Elske Hekman-Drost
- Department of Obstetrics; The Sykehuset Telemark HF Hospital; Skien Norway
| | - Marinus J. Eijkemans
- Julius Center for Health Sciences and Primary Care; University Medical Center Utrecht; Utrecht the Netherlands
| | | | - Gerard H.A. Visser
- Department of Obstetrics; University Medical Center; Utrecht the Netherlands
| | - Benoit C. Jacod
- Department of Obstetrics; University Medical Center; Utrecht the Netherlands
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23
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Gonçalves H, Morais M, Pinto P, Ayres-de-Campos D, Bernardes J. Linear and non-linear analysis of uterine contraction signals obtained with tocodynamometry in prediction of operative vaginal delivery. J Perinat Med 2017; 45:327-332. [PMID: 27564692 DOI: 10.1515/jpm-2016-0036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Accepted: 07/25/2016] [Indexed: 11/15/2022]
Abstract
OBJECTIVE The aim of this study was to explore whether linear and non-linear analysis of uterine contraction (UC) signals obtained with external tocodynamometry can predict operative vaginal delivery (OVD). MATERIALS AND METHODS The last 2 h before delivery (H1 and H2) of 55 UC recordings acquired with external tocodynamometry in the labour ward of a tertiary care hospital were analysed. Signal processing involved the quantification of UCs/segment (UCN), and the linear and non-linear indices: Sample Entropy (SampEn) measuring signal irregularity; interval index (II) measuring signal variability, both of which may be associated with uterine muscle fatigue, and high frequency (HF), associated with maternal breathing movements. Thirty-two women had normal deliveries and 23 OVDs. Statistical inference was performed using 95% confidence intervals (95% CIs) for the median, and areas under the receiver operating curves (auROCs), with univariate and bivariate analyses. RESULTS A significant association was found between maternal body mass index (BMI) and UC signal quality in H1, with moderate/poor signal quality being more frequent with higher maternal BMI. There was an overall increase in contraction frequency (UCN), signal regularity (SampEn), signal variability (II), and maternal breathing (HF) from H1 to H2. The OVD group exhibited significantly higher values of signal irregularity and variability (SampEn and II) in H1, and higher contraction frequency (UCN) and maternal breathing (HF) in H2. Modest auROCs were obtained with these indices in the discrimination between normal and OVDs. CONCLUSIONS The results of this exploratory study suggest that analysis of UC signals obtained with tocodynamometry, using linear and non-linear indices associated with muscle fatigue and maternal breathing, identifies significant changes occurring during labour, and differences between normal and OVDs, but their discriminative capacity between the two types of delivery is modest. Further refinement of this analysis is needed before it may be clinically useful.
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Affiliation(s)
- Hernâni Gonçalves
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto
| | - Mariana Morais
- Department of Obstetrics and Gynecology, Medical School, University of Porto
| | - Paula Pinto
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto
| | | | - João Bernardes
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto
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24
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Qian X, Li P, Shi SQ, Garfield RE, Liu H. Uterine and Abdominal Muscle Electromyographic Activities in Control and PCEA-Treated Nulliparous Women During the Second Stage of Labor. Reprod Sci 2016; 24:1214-1220. [PMID: 28715964 DOI: 10.1177/1933719116682875] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE Patient-controlled epidural analgesia (PCEA), used to relieve pain during delivery, delays labor but the mechanism is unknown. The aim was to investigate the effects of PCEA on uterine and abdominal muscles electromyographic (EMG) activity during the second stage of labor. METHODS This study included 45 nulliparous pregnant women without PCEA, 42 women with standard PCEA treatment given during the first stage of labor and stopped near the end of the first stage, and 22 women with standard PCEA treatment with continued use throughout the first and second stages of labor. The EMG signals were recorded from the abdominal surface using PowerLab hardware and LabChart software (ADInstruments, New South Wales, Australia) and filtered to separate uterine and abdominal EMG. Various EMG burst parameters were obtained. RESULTS There are no differences ( P > .05) in the age, body mass index, fetal weight, and Apgar scores between the patients from the various groups. PCEA (both stopped and continued) inhibits ( P < .05) duration, number of bursts, and root mean square of uterine EMG. PCEA also produces statistically significant ( P < .001) reductions in abdominal EMG. The decrease in EMG activity is accompanied by a significant ( P < .001) prolongation of the second stage duration (PCEA continued = 95.08 ± 8.60 minutes, PCEA stopped = 79.39 ± 6.25 minutes, no PCEA = 61.00 ± 7.23 minutes). CONCLUSION PCEA suppresses uterine and abdominal muscle EMG during the second stage of labor but inhibition depends upon the treatment schedule. PCEA prolongs the duration of labor by inhibition of uterine and abdominal muscle and neural activity.
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Affiliation(s)
- Xueya Qian
- 1 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Pin Li
- 1 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Shao-Qing Shi
- 1 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Robert E Garfield
- 1 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Huishu Liu
- 1 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
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25
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Qian X, Li P, Shi SQ, Garfield RE, Liu H. Simultaneous Recording and Analysis of Uterine and Abdominal Muscle Electromyographic Activity in Nulliparous Women During Labor. Reprod Sci 2016; 24:471-477. [PMID: 27436367 DOI: 10.1177/1933719116658704] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To record and characterize electromyography (EMG) from the uterus and abdominal muscles during the nonlabor to first and second stages of labor and to define relationships to contractions. METHODS Nulliparous patients without any treatments were used (n = 12 nonlabor stage, 48 during first stage and 33 during second stage). Electromyography of both uterine and abdominal muscles was simultaneously recorded from electrodes placed on patients' abdominal surface using filters to separate uterine and abdominal EMG. Contractions of muscles were also recorded using tocodynamometry. Electromyography was characterized by analysis of various parameters. RESULTS During the first stage of labor, when abdominal EMG is absent, uterine EMG bursts temporally correspond to contractions. In the second stage, uterine EMG bursts usually occur at same frequency as groups of abdominal bursts and precede abdominal bursts, whereas abdominal EMG bursts correspond to contractions and are accompanied by feelings of "urge to push." Uterine EMG increases progressively from nonlabor to second stage of labor. CONCLUSIONS (1) Uterine EMG activity can be separated from abdominal EMG events by filtering. (2) Uterine EMG gradually evolves from the antepartum stage to the first and second stages of labor. (3) Uterine and abdominal EMG reflect electrical activity of the muscles during labor and are valuable to assess uterine and abdominal muscle events that control labor. (4) During the first stage of labor uterine, EMG is responsible for contractions, and during the second stage, both uterine and abdominal muscle participate in labor.
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Affiliation(s)
- Xueya Qian
- 1 Department of Obstetrics, First Affiliated Hospital of Jinan University, Guangzhou, China.,2 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Pin Li
- 2 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Shao-Qing Shi
- 2 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Robert E Garfield
- 2 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Huishu Liu
- 2 Department of Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
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Fergus P, Idowu I, Hussain A, Dobbins C. Advanced artificial neural network classification for detecting preterm births using EHG records. Neurocomputing 2016. [DOI: 10.1016/j.neucom.2015.01.107] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Ye Y, Song X, Liu L, Shi SQ, Garfield RE, Zhang G, Liu H. Effects of Patient-Controlled Epidural Analgesia on Uterine Electromyography During Spontaneous Onset of Labor in Term Nulliparous Women. Reprod Sci 2015; 22:1350-7. [PMID: 25824008 DOI: 10.1177/1933719115578926] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To investigate the effect of patient-controlled epidural analgesia (PCEA) on uterine electromyography (EMG) activity in term pregnant women during labor. METHODS Nulliparous pregnant women in spontaneous term labor (N = 30) were enrolled (PCEA group, n = 20 and control group, n = 10). Five time periods (30 minutes each) were defined for noninvasive abdominal recordings and analysis of uterine EMG activity, that is, period I: before PCEA treatment with 2-cm cervical dilation; periods II to IV: each period successively at 30, 60, and 120 minutes after PCEA; and period V: second stage of labor with cervix at 10 cm dilation. Control patients without PCEA were monitored during the same times. The number of bursts/30 min, power density spectrum peak frequency, mean amplitude, and duration of uterine EMG bursts were measured to assess uterine EMG activity. Maternal, fetal, and labor characteristics were also recorded. Data were analyzed by analysis of variance followed by other tests. RESULTS Electromyography parameters are significantly lower (P < .001) after PCEA (periods II to IV) compared to controls but similar between groups by period V (P > .05). Also, patients with PCEA have a slower rate of cervical dilation (P < .003, period IV only) and longer labor in both stage 1 and stage 2 (P < .05). All patients have similar (P > .05) positive labor outcomes. CONCLUSIONS Patient-controlled epidural analgesia initially suppresses uterine EMG and slows cervical dilation thereby prolonging labor. However, the EMG activity recovers with labor progress with no effects on delivery outcomes.
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Affiliation(s)
- Yuanjuan Ye
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Xingrong Song
- Department of Anesthesia, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Lei Liu
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Shao-Qing Shi
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Robert E Garfield
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Guozheng Zhang
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Huishu Liu
- Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China
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Arrowsmith S, Kendrick A, Hanley JA, Noble K, Wray S. Myometrial physiology - time to translate? Exp Physiol 2014; 99:495-502. [DOI: 10.1113/expphysiol.2013.076216] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Sarah Arrowsmith
- Department of Cellular and Molecular Physiology; Institute of Translational Medicine; University of Liverpool; Crown Street Liverpool UK
| | - Annabelle Kendrick
- Department of Cellular and Molecular Physiology; Institute of Translational Medicine; University of Liverpool; Crown Street Liverpool UK
| | - Jacqui-Ann Hanley
- Department of Cellular and Molecular Physiology; Institute of Translational Medicine; University of Liverpool; Crown Street Liverpool UK
| | - Karen Noble
- Department of Cellular and Molecular Physiology; Institute of Translational Medicine; University of Liverpool; Crown Street Liverpool UK
| | - Susan Wray
- Department of Cellular and Molecular Physiology; Institute of Translational Medicine; University of Liverpool; Crown Street Liverpool UK
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