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Nsugbe E. A cybernetic framework for predicting preterm and enhancing care strategies: A review. BIOMEDICAL ENGINEERING ADVANCES 2021. [DOI: 10.1016/j.bea.2021.100024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
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Nsugbe E, Samuel OW, Sanusi I, Asogbon MG, Li G. A study on preterm birth predictions using physiological signals, medical health record information and low‐dimensional embedding methods. IET CYBER-SYSTEMS AND ROBOTICS 2021. [DOI: 10.1049/csy2.12031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Affiliation(s)
| | | | - Ibrahim Sanusi
- Department of Automatic Control and Systems Engineering The University of Sheffield Sheffield UK
| | | | - Guanglin Li
- Nsugbe Research Labs Swindon UK
- Shenzhen Institutes of Advanced Technology Chinese Academy of Sciences Shenzhen China
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Zhou G, Duong TV, Kasten EP, Hoffmann HM. Low CLOCK and CRY2 in 2nd trimester human maternal blood and risk of preterm birth: A nested case-control study. Biol Reprod 2021; 105:827-836. [PMID: 34142702 DOI: 10.1093/biolre/ioab119] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 05/24/2021] [Accepted: 06/14/2021] [Indexed: 12/18/2022] Open
Abstract
Previous studies have observed an association between maternal circadian rhythm disruption and preterm birth (PTB). However, the underlying molecular mechanisms and the potential of circadian clock genes to serve as predictors of PTB remain unexplored. We examined the association of 10 core circadian transcripts in maternal blood with spontaneous PTB (sPTB) vs term births using a nested case-control study design. We used a public gene expression dataset (GSE59491), which was nested within the All Our Babies (AOB) study cohort in Canada. Maternal blood was sampled in trimesters 2-3 from women with sPTB (n = 51) and term births (n = 106), matched for 5 demographic variables. In 2nd trimester maternal blood, only CLOCK and CRY2 transcripts were significantly lower in sPTB vs term (p = 0.02 ~ 0.03, FDR < 0.20). A change of PER3 mRNA from trimesters 2 to 3 was significantly associated with sPTB (decline in sPTB, p = 0.02, FDR < 0.20). When CLOCK and CRY2 were modeled together in 2nd trimester blood, the odds ratio of being in the low level of both circadian gene transcripts was greater in sPTB vs term (OR = 4.86, 95%CI = (1.75,13.51), p < 0.01). Using GSVA and Pearson correlation, we identified 98 common pathways that were negatively or positively correlated with CLOCK and CRY2 expression (all p < 0.05, FDR < 0.10). The top three identified pathways were amyotrophic lateral sclerosis, degradation of extracellular matrix, and inwardly rectifying potassium channels. These three processes have previously been shown to be involved in neuron death, parturition, and uterine excitability during pregnancy, respectively.
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Affiliation(s)
- Guoli Zhou
- Clinical & Translational Sciences Institute, Michigan State University, USA
| | - Thu V Duong
- Department of Animal Science, The Reproductive and Developmental Sciences Program, College of Agriculture and Natural Resources, Michigan State University, USA
| | - Eric P Kasten
- Clinical & Translational Sciences Institute, Michigan State University, USA.,Department of Radiology, Michigan State University, USA
| | - Hanne M Hoffmann
- Department of Animal Science, The Reproductive and Developmental Sciences Program, College of Agriculture and Natural Resources, Michigan State University, USA
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Tsikouras P, Anastasopoulos G, Maroulis V, Bothou A, Chalkidou A, Deuteraiou D, Anthoulaki X, Tsatsaris G, Bourazan AH, Iatrakis G, Zervoudis S, Galazios G, Inagamova LK, Csorba R, Teichmann AT. Comparative Evaluation of Arabin Pessary and Cervical Cerclage for the Prevention of Preterm Labor in Asymptomatic Women with High Risk Factors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15040791. [PMID: 29670041 PMCID: PMC5923833 DOI: 10.3390/ijerph15040791] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2018] [Revised: 04/11/2018] [Accepted: 04/12/2018] [Indexed: 11/24/2022]
Abstract
Objective: Preterm labor is one of the most significant obstetric problems associated with high rate of actual and long-term perinatal complications. Despite the creation of scoring systems, uterine activity monitoring, cervical ultrasound and several biochemical markers, the prediction and prevention of preterm labor is still a matter of concern. The aim of this study was to examine cervical findings for the prediction and the comparative use of Arabin pessary or cerclage for the prevention of preterm birth in asymptomatic women with high risk factors for preterm labor. Material and methods: The study group was composed of singleton pregnancies (spontaneously conceived) with high risk factors for preterm labor. Cervical length, dilatation of the internal cervical os and funneling, were estimated with transvaginal ultrasound during the first and the second trimesters of pregnancy. Results: Cervical funneling, during the second trimester of pregnancy, was the most significant factor for the prediction of preterm labor. The use of Arabin cervical pessary was found to be more effective than cerclage in the prolongation of pregnancy. Conclusion: In women at risk for preterm labor, the detection of cervical funneling in the second trimester of pregnancy may help to predict preterm labor and to apply the appropriate treatment for its prevention. Although the use of cervical pessary was found to be more effective than cerclage, more studies are needed to classify the effectiveness of different methods for such prevention.
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Affiliation(s)
- Panagiotis Tsikouras
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - George Anastasopoulos
- Medical Informatics Laboratory, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Vasileios Maroulis
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Anastasia Bothou
- Department of Obstetrics and Gynecology, Rea Hospital, 17564 Athens, Greece.
| | - Anna Chalkidou
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Dorelia Deuteraiou
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Xanthoula Anthoulaki
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Georgios Tsatsaris
- Medical Informatics Laboratory, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Arzou Halil Bourazan
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - George Iatrakis
- Department of Obstetrics and Gynecology, Technological Educational Institute, 17564 Athens, Greece.
| | - Stefanos Zervoudis
- Department of Obstetrics and Gynecology, Rea Hospital, 17564 Athens, Greece.
| | - Georgios Galazios
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Lola-Katerina Inagamova
- Department of Obstetrics and Gynecology, Democritus University of Thrace, 68100 Alexandroupolis, Greece.
| | - Roland Csorba
- Department of Obstetrics and Gynecology, Clinicum Aschaffenburg, Teaching Hospital of University, 97070 Würzburg, Germany.
| | - Alexander-Tobias Teichmann
- Department of Obstetrics and Gynecology, Clinicum Aschaffenburg, Teaching Hospital of University, 97070 Würzburg, Germany.
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Malaina I, Aranburu L, Martínez L, Fernández-Llebrez L, Bringas C, De la Fuente IM, Pérez MB, González L, Arana I, Matorras R. Labor estimation by informational objective assessment (LEIOA) for preterm delivery prediction. Arch Gynecol Obstet 2018; 297:1213-1220. [PMID: 29508063 DOI: 10.1007/s00404-018-4729-1] [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: 08/09/2017] [Accepted: 02/28/2018] [Indexed: 10/17/2022]
Abstract
PURPOSE To introduce LEIOA, a new screening method to forecast which patients admitted to the hospital because of suspected threatened premature delivery will give birth in < 7 days, so that it can be used to assist in the prognosis and treatment jointly with other clinical tools. METHODS From 2010 to 2013, 286 tocographies from women with gestational ages comprehended between 24 and 37 weeks were collected and studied. Then, we developed a new predictive model based on uterine contractions which combine the Generalized Hurst Exponent and the Approximate Entropy by logistic regression (LEIOA model). We compared it with a model using exclusively obstetric variables, and afterwards, we joined both to evaluate the gain. Finally, a cross validation was performed. RESULTS The combination of LEIOA with the medical model resulted in an increase (in average) of predictive values of 12% with respect to the medical model alone, giving a sensitivity of 0.937, a specificity of 0.747, a positive predictive value of 0.907 and a negative predictive value of 0.819. Besides, adding LEIOA reduced the percentage of incorrectly classified cases by the medical model by almost 50%. CONCLUSIONS Due to the significant increase in predictive parameters and the reduction of incorrectly classified cases when LEIOA was combined with the medical variables, we conclude that it could be a very useful tool to improve the estimation of the immediacy of preterm delivery.
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Affiliation(s)
- Iker Malaina
- Department of Mathematics, University of the Basque Country UPV/EHU, Barrio Sarriena, s/n, 48940, Leioa, Spain.
| | - Larraitz Aranburu
- Department of Applied Mathematics, Statistics and Operation Research, University of the Basque Country UPV/EHU, Leioa, Spain
| | - Luis Martínez
- Department of Mathematics, University of the Basque Country UPV/EHU, Barrio Sarriena, s/n, 48940, Leioa, Spain
| | | | - Carlos Bringas
- Department of Cell Biology and Histology, University of the Basque Country UPV/EHU, Leioa, Spain
| | - Ildefonso M De la Fuente
- Department of Mathematics, University of the Basque Country UPV/EHU, Barrio Sarriena, s/n, 48940, Leioa, Spain.,Department of Nutrition, CEBAS-CSIC Institute, Murcia, Spain
| | - Martín Blás Pérez
- Department of Mathematics, University of the Basque Country UPV/EHU, Barrio Sarriena, s/n, 48940, Leioa, Spain
| | - Leire González
- Obstetrics and Gynecology Department, Cruces University Hospital, Barakaldo, Spain
| | - Itziar Arana
- Obstetrics and Gynecology Department, Cruces University Hospital, Barakaldo, Spain
| | - Roberto Matorras
- Obstetrics and Gynecology Department, Cruces University Hospital, Barakaldo, Spain.,Department of Medical-Surgical Specialties, University of the Basque Country UPV/EHU, Leioa, Spain
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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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Shmuely A, Aviram A, Ben-Mayor Bashi T, Hadar E, Krissi H, Wiznitzer A, Yogev Y. Risk factors for spontaneous preterm delivery after arrested episode of preterm labor. J Matern Fetal Neonatal Med 2015; 29:727-32. [DOI: 10.3109/14767058.2015.1016420] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Prussing E. Contextualizing racial disparities in preterm delivery: a rhetorical analysis of U.S. epidemiological research at the turn of the 21st century. Soc Sci Med 2014; 115:82-93. [PMID: 24955873 DOI: 10.1016/j.socscimed.2014.06.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 06/01/2014] [Accepted: 06/12/2014] [Indexed: 11/25/2022]
Abstract
Preterm delivery (PTD), defined as delivery prior to 37 weeks gestation, is a key contributor to persistent racial disparities in infant mortality in the United States. Five major funding initiatives were devoted to advancing PTD epidemiology during the 1990s and 2000s. By examining content and rhetorical features of 94 studies conducted under these initiatives, and published between 1993 and 2011, this paper considers how calls for more "contextual" approaches (focusing on social and environmental contexts) interacted with more "conventional" approaches (focusing on individual-level risk factors) to PTD epidemiology during this period. Contextual advocates initially emphasized complex biosocial reasoning to better connect social adversity with embodied outcomes. Yet responses by researchers invested in conventional approaches, as well as in studies published under new initiatives that explicitly claimed to incorporate contextual insights, often reframed this complex reasoning in biologically reductionist terms. Subsequent contextual advocates then focused on developing statistical methods to support research about social and environmental causes of PTD, and this strategy appears to have gained some traction with conventional researchers. These findings call for closer attention to language and power in both social scientific studies of epidemiological knowledge production, as well as among epidemiologists themselves.
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Affiliation(s)
- Erica Prussing
- Department of Anthropology, University of Iowa, 114 Macbride Hall, Iowa City, IA 52242, USA; Department of Community & Behavioral Health, University of Iowa, 100 CPHB, Iowa City, IA 52242, USA.
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Effect of an oxytocin receptor antagonist (atosiban) on uterine electrical activity. Am J Obstet Gynecol 2013; 209:384.e1-7. [PMID: 23727522 DOI: 10.1016/j.ajog.2013.05.053] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2013] [Revised: 05/22/2013] [Accepted: 05/29/2013] [Indexed: 11/21/2022]
Abstract
OBJECTIVE The purpose of this study was to investigate the effect of atosiban (Tractocile; Ferring, Limhamn, Sweden), an oxytocin receptor antagonist, on uterine electrical activity in women with preterm labor and to determine whether this information can assist in the prediction of preterm delivery. STUDY DESIGN Uterine electrical activity was recorded prospectively in 21 women with preterm labor before and during treatment with Tractocile and, for purpose of comparison, in 4 pregnant women without uterine contractions to set the baseline of uterine electrical activity in a quiescent uterus. Uterine activity was recorded with a noninvasive, 9-channel recorder with an electromyography amplifier and a 3-dimensional position sensor with an automatic data analyzer. Uterine electrical activity was quantified by an electrical uterine monitor (EUM) and measured in microwatts per second (μW/s). RESULTS The overall pre-Tractocile EUM index was 3.43 ± 0.58 μW/s, which was significantly higher than baseline uterine activity in women without preterm contractions (2.3 ± 0.11 μW/s; P = .001). During the administration of Tractocile, the EUM index gradually decreased in a relatively constant rate from 3.43 ± 0.58 μW/s to 2.56 ± 0.88 μW/s after 330 minutes of continuous therapy (P < .001). The peak effect of Tractocile was observed 4 hours after the initiation of treatment and was followed by a relative plateau. Women with a latency of <7 days from treatment to delivery were characterized by a distinct EUM-pattern in response to Tractocile, compared with women with a latency of ≥7 days (P < .001). A similar EUM-pattern after the administration of Tractocile was also observed for women who delivered at <37 weeks of gestation compared with the women who delivered at term. CONCLUSION Tractocile reduces uterine electrical activity in women with preterm labor. This information can provide more insight into the effects of tocolytic agents and to aid in the risk stratification of preterm delivery in women with preterm contractions.
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Lucovnik M, Chambliss LR, Garfield RE. Costs of unnecessary admissions and treatments for "threatened preterm labor". Am J Obstet Gynecol 2013; 209:217.e1-3. [PMID: 23816842 DOI: 10.1016/j.ajog.2013.06.046] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2013] [Revised: 05/07/2013] [Accepted: 06/25/2013] [Indexed: 11/18/2022]
Abstract
OBJECTIVE Cervical length (CL) of 3 cm or greater has been shown to have a 97-99% negative predictive value for preterm delivery in women with threatened preterm labor. Consequently, hospitalization and treatment are not indicated in these patients. We analyzed how often patients with a CL of 3 cm or greater are still being admitted and treated for preterm labor and how much this contributes to the economic burden of preterm labor hospitalizations. STUDY DESIGN Twelve month hospitalizations for preterm labor at less than 34 weeks at a single institution were reviewed and patients with a CL of 3 cm or greater were identified. We chose to use patients' hospital charges as a surrogate for health care costs, recognizing that charges are not synonymous with the final patient bill and also do not reflect additional costs such as the cost of treatment at the referring facility, transportation, physician fees, and other such costs as lost wages, need for additional child care, etc. RESULTS Between July 2009 and June 2010, 139 patients were admitted and treated for preterm labor at our level III center. Fifty of these patients (36%) had a CL of 3 cm or greater. None of them delivered preterm. Total hospital charges for the management of these patients were $1,018 589 (mean, $20,372; median, $14,444). CONCLUSION Unnecessary admissions and treatments for threatened preterm labor are part of clinical practice and contribute to exploding health care costs. Using currently available diagnostics, these costs could be lowered significantly without jeopardizing outcome.
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Affiliation(s)
- Miha Lucovnik
- Department of Obstetrics and Gynecology, St Joseph's Hospital and Medical Center, Phoenix, AZ 85004, USA
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Whitehead NS. The Relationship of Socioeconomic Status to Preterm Contractions and Preterm Delivery. Matern Child Health J 2012; 16:1645-56. [DOI: 10.1007/s10995-012-0948-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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HEE LENE. Likelihood ratios for the prediction of preterm delivery with biomarkers. Acta Obstet Gynecol Scand 2011; 90:1189-99. [DOI: 10.1111/j.1600-0412.2011.01187.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Kazanjian A, Green CJ. Health technology assessment within a public accountability framework. ACTA ACUST UNITED AC 2004. [DOI: 10.1108/14777270410517737] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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