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Roufaeil C, Razak A, Malhotra A. Cranial Ultrasound Abnormalities in Small for Gestational Age or Growth-Restricted Infants Born over 32 Weeks Gestation: A Systematic Review and Meta-Analysis. Brain Sci 2022; 12:brainsci12121713. [PMID: 36552172 PMCID: PMC9776358 DOI: 10.3390/brainsci12121713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 12/06/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
AIM To perform a systematic review and meta-analysis of existing literature to evaluate the incidence of cranial ultrasound abnormalities (CUAs) amongst moderate to late preterm (MLPT) and term infants, affected by fetal growth restriction (FGR) or those classified as small for gestational age (SGA). METHODS A systematic review methodology was performed, and Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) statement was utilised. Descriptive and observational studies reporting cranial ultrasound outcomes on FGR/SGA MLPT and term infants were included. Primary outcomes reported was incidence of CUAs in MLPT and term infants affected by FGR or SGA, with secondary outcomes including brain structure development and growth, and cerebral artery Dopplers. A random-effects model meta-analysis was performed. Risk of Bias was assessed using the Newcastle-Ottawa scale for case-control and cohort studies, and Joanna Briggs Institute Critical Appraisal Checklist for studies reporting prevalence data. GRADE was used to assess for certainty of evidence. RESULTS Out of a total of 2085 studies identified through the search, seventeen were deemed to be relevant and included. Nine studies assessed CUAs in MLPT FGR/SGA infants, seven studies assessed CUAs in late preterm and term FGR/SGA infants, and one study assessed CUAs in both MLPT and term FGR/SGA infants. The incidence of CUAs in MLPT, and late preterm to term FGR/SGA infants ranged from 0.4 to 33% and 0 to 70%, respectively. A meta-analysis of 7 studies involving 168,136 infants showed an increased risk of any CUA in FGR infants compared to appropriate for gestational age (AGA) infants (RR 1.96, [95% CI 1.26-3.04], I2 = 68%). The certainty of evidence was very low due to non-randomised studies, methodological limitations, and heterogeneity. Another meta-analysis looking at 4 studies with 167,060 infants showed an increased risk of intraventricular haemorrhage in FGR/SGA infants compared to AGA infants (RR 2.40, [95% CI 2.03-2.84], I2 = 0%). This was also of low certainty. CONCLUSIONS The incidence of CUAs in MLPT and term growth-restricted infants varied widely between studies. Findings from the meta-analyses suggest the risk of CUAs and IVH may indeed be increased in these FGR/SGA infants when compared with infants not affected by FGR, however the evidence is of low to very low certainty. Further specific cohort studies are needed to fully evaluate the benefits and prognostic value of cranial ultrasonography to ascertain the need for, and timing of a cranial ultrasound screening protocol in this infant population, along with follow-up studies to ascertain the significance of CUAs identified.
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Affiliation(s)
- Charlene Roufaeil
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC 3168, Australia
| | - Abdul Razak
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC 3168, Australia
- Department of Paediatrics, Monash University, Melbourne, VIC 3168, Australia
| | - Atul Malhotra
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC 3168, Australia
- Department of Paediatrics, Monash University, Melbourne, VIC 3168, Australia
- Correspondence:
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Smith GC, Moraitis AA, Wastlund D, Thornton JG, Papageorghiou A, Sanders J, Heazell AE, Robson SC, Sovio U, Brocklehurst P, Wilson EC. Universal late pregnancy ultrasound screening to predict adverse outcomes in nulliparous women: a systematic review and cost-effectiveness analysis. Health Technol Assess 2021; 25:1-190. [PMID: 33656977 PMCID: PMC7958245 DOI: 10.3310/hta25150] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Currently, pregnant women are screened using ultrasound to perform gestational aging, typically at around 12 weeks' gestation, and around the middle of pregnancy. Ultrasound scans thereafter are performed for clinical indications only. OBJECTIVES We sought to assess the case for offering universal late pregnancy ultrasound to all nulliparous women in the UK. The main questions addressed were the diagnostic effectiveness of universal late pregnancy ultrasound to predict adverse outcomes and the cost-effectiveness of either implementing universal ultrasound or conducting further research in this area. DESIGN We performed diagnostic test accuracy reviews of five ultrasonic measurements in late pregnancy. We conducted cost-effectiveness and value-of-information analyses of screening for fetal presentation, screening for small for gestational age fetuses and screening for large for gestational age fetuses. Finally, we conducted a survey and a focus group to determine the willingness of women to participate in a future randomised controlled trial. DATA SOURCES We searched MEDLINE, EMBASE and the Cochrane Library from inception to June 2019. REVIEW METHODS The protocol for the review was designed a priori and registered. Eligible studies were identified using keywords, with no restrictions for language or location. The risk of bias in studies was assessed using the Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) tool. Health economic modelling employed a decision tree analysed via Monte Carlo simulation. Health outcomes were from the fetal perspective and presented as quality-adjusted life-years. Costs were from the perspective of the public sector, defined as NHS England, and the costs of special educational needs. All costs and quality-adjusted life-years were discounted by 3.5% per annum and the reference case time horizon was 20 years. RESULTS Umbilical artery Doppler flow velocimetry, cerebroplacental ratio, severe oligohydramnios and borderline oligohydramnios were all either non-predictive or weakly predictive of the risk of neonatal morbidity (summary positive likelihood ratios between 1 and 2) and were all weakly predictive of the risk of delivering a small for gestational age infant (summary positive likelihood ratios between 2 and 4). Suspicion of fetal macrosomia is strongly predictive of the risk of delivering a large infant, but it is only weakly, albeit statistically significantly, predictive of the risk of shoulder dystocia. Very few studies blinded the result of the ultrasound scan and most studies were rated as being at a high risk of bias as a result of treatment paradox, ascertainment bias or iatrogenic harm. Health economic analysis indicated that universal ultrasound for fetal presentation only may be both clinically and economically justified on the basis of existing evidence. Universal ultrasound including fetal biometry was of borderline cost-effectiveness and was sensitive to assumptions. Value-of-information analysis indicated that the parameter that had the largest impact on decision uncertainty was the net difference in cost between an induced delivery and expectant management. LIMITATIONS The primary literature on the diagnostic effectiveness of ultrasound in late pregnancy is weak. Value-of-information analysis may have underestimated the uncertainty in the literature as it was focused on the internal validity of parameters, which is quantified, whereas the greatest uncertainty may be in the external validity to the research question, which is unquantified. CONCLUSIONS Universal screening for presentation at term may be justified on the basis of current knowledge. The current literature does not support universal ultrasonic screening for fetal growth disorders. FUTURE WORK We describe proof-of-principle randomised controlled trials that could better inform the case for screening using ultrasound in late pregnancy. STUDY REGISTRATION This study is registered as PROSPERO CRD42017064093. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 25, No. 15. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Gordon Cs Smith
- Department of Obstetrics and Gynaecology, NIHR Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Alexandros A Moraitis
- Department of Obstetrics and Gynaecology, NIHR Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - David Wastlund
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Jim G Thornton
- Division of Child Health, Obstetrics and Gynaecology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Aris Papageorghiou
- Nuffield Department of Obstetrics and Gynaecology, University of Oxford, Oxford, UK
| | - Julia Sanders
- School of Healthcare Sciences, Cardiff University, Cardiff, UK
| | - Alexander Ep Heazell
- Faculty of Biology, Medicine and Health, School of Medical Sciences, University of Manchester, Manchester, UK
| | - Stephen C Robson
- Reproductive and Vascular Biology Group, The Medical School, Newcastle University, Newcastle upon Tyne, UK
| | - Ulla Sovio
- Department of Obstetrics and Gynaecology, NIHR Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Peter Brocklehurst
- Birmingham Clinical Trials Unit, University of Birmingham, Birmingham, UK
| | - Edward Cf Wilson
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Health Economics Group, Norwich Medical School, University of East Anglia, Norwich, UK
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Bonnevier A, Maršál K, Brodszki J, Thuring A, Källén K. Cerebroplacental ratio as predictor of adverse perinatal outcome in the third trimester. Acta Obstet Gynecol Scand 2020; 100:497-503. [PMID: 33078387 PMCID: PMC8049045 DOI: 10.1111/aogs.14031] [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: 05/20/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 02/05/2023]
Abstract
Introduction Fetal growth restriction is associated with adverse perinatal outcome and the clinical management of these pregnancies is a challenge. The aim of this study was to investigate the potential of cerebroplacental ratio (CPR) to predict adverse perinatal outcome in high‐risk pregnancies in the third trimester. Another aim was to study whether the CPR has better predictive value than its components, middle cerebral artery (MCA) pulsatility index (PI) and umbilical artery (UA) PI. Material and methods The study was a retrospective cohort study including 1573 singleton high‐risk pregnancies with Doppler examinations performed at 32+0 to 40+6 gestational weeks at Lund University Hospital and the University Hospital of Malmö between 29 December 1994 and 31 December 2017. Receiver operating characteristics (ROC) curves were used to investigate the predictive value of the gestational age‐specific z‐scores for CPR, UA PI and MCA PI, respectively, for the primary outcome “perinatal asphyxia/mortality” and the secondary outcomes “birthweight small for gestational age (SGA)” and two composite outcomes: “appropriate for gestational age/large for gestational age liveborn infants with neonatal morbidity” and “SGA liveborn infants with neonatal morbidity.” Results The performance in predicting perinatal asphyxia/mortality was poor for all three variables and did not differ significantly. The ROC area under curve (AUC) was 0.56, 0.55 and 0.53 for CPR, UA PI and MCA PI z‐scores, respectively. The ROC AUC for CPR z‐scores to predict SGA was 0.73, significantly higher than that for either UA PI or MCA PI (P < .001). The ability of CPR and the MCA PI to predict appropriate for gestational age/large for gestational age infant morbidity and SGA infant morbidity was similar and significantly better than UA PI (P < .001). Conclusions In the present study, none of the three Doppler measures proved to be useful in predicting perinatal asphyxia and mortality. CPR and MCA PI were equally good in predicting neonatal morbidity, especially in SGA pregnancies, and both were significantly better predictors than the UA PI. CPR had a high predictive value for SGA at birth, better than that of its two components, UA PI and MCA PI.
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Affiliation(s)
- Anna Bonnevier
- Obstetrics and Gynecology, Department of Clinical Sciences, Lund University, Lund, Sweden.,Department of Obstetrics and Gynecology, Ystad Hospital, Ystad, Sweden
| | - Karel Maršál
- Obstetrics and Gynecology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Jana Brodszki
- Obstetrics and Gynecology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Ann Thuring
- Obstetrics and Gynecology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Karin Källén
- Obstetrics and Gynecology, Department of Clinical Sciences, Lund University, Lund, Sweden
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Zohav E, Zohav E, Rabinovich M, Shenhav S, Ovadia YS, Anteby EY, Grin L. Local cerebroplacental ratio reference ranges are better predictors for adverse delivery outcomes in normal weight fetuses during pregnancy. J Matern Fetal Neonatal Med 2019; 34:3475-3480. [PMID: 31766904 DOI: 10.1080/14767058.2019.1685968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Objective: To evaluate the predictive value of local versus external cerebroplacental ratio (CPR) reference ranges for delivery outcomes in low-risk pregnancies.Methods: A retrospective analysis of all feto-maternal demographic and biometric data in fetuses with normal estimated fetal weight (EFW) and a CPR examination between the years 2014-2019, in a university medical center. The study group included healthy singleton pregnancies from 32-week gestation, with an examination-to-delivery interval of <31 days. The three models compared two thresholds: <5th percentile (CPR 1, CPR 3) and <10th percentile (CPR2). The CPR1 and CPR2 models both use local CPR reference ranges, while the CPR3 model uses an external CPR reference range. The main outcome was predictive accuracy for urgent cesarean delivery (CD), operative delivery (OD), and composite outcome (CO), defined as an Apgar score of <7, fetal blood pH < 7.1 or admission to the neonatal intensive care unit (NICU).Results: Overall, 410 low-risk pregnancies with normal weight fetuses were enrolled in the study. All three CPR models turned out to be significant predictors of CD, with an odds ratio (OR) of 9, 95% CI (2.7-27), p < .001 for CPR1, and an OR of 2.9, 95% CI (1.1-7.4), p < .04 for CPR2, and an OR of 3.4, 95% CI (1.7-6.8), p < .001 for CPR3. All the three models were also found to be predictors of OD, and an OR of 6.9, 95% CI (2.1-22) p < .04 for CPR1, and an OR of 2.8, 95% CI (1.2-6.7), p < .04 for CPR2, and an OR of 2.8, 95% CI (1.4-5.3) p < .01 for CPR3. The positive predictive values (PPV) for CD and OD were both 50% for CPR1, versus 28% and 26% in CPR2, and 24% and 25% in CPR3. The negative predictive value (NPV) was similar, around 88% in all three models. None of the models were found to be significant predictors for CO.Conclusions: A CPR model based on local reference ranges and <5th percentile cutoffs showed the highest PPV for CD and OD. The calculation of local references for CPR should be encouraged.
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Affiliation(s)
- Efraim Zohav
- Ultrasound Unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Ashkelon, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Eyal Zohav
- Ultrasound Unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Ashkelon, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Mark Rabinovich
- Ultrasound Unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Ashkelon, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Simon Shenhav
- Ultrasound Unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Ashkelon, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Yaniv S Ovadia
- Ultrasound Unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Ashkelon, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Eyal Y Anteby
- Ultrasound Unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Ashkelon, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Leonti Grin
- Ultrasound Unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Ashkelon, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
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Re-evaluating the role of cerebroplacental ratio in predicting adverse perinatal outcome. Eur J Obstet Gynecol Reprod Biol 2019; 242:17-28. [DOI: 10.1016/j.ejogrb.2019.06.033] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Revised: 06/22/2019] [Accepted: 06/28/2019] [Indexed: 11/15/2022]
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Zohav E, Zohav E, Rabinovich M, Alasbah A, Shenhav S, Sofer H, Ovadia YS, Anteby EY, Grin L. Third-trimester Reference Ranges for Cerebroplacental Ratio and Pulsatility Index for Middle Cerebral Artery and Umbilical Artery in Normal-growth Singleton Fetuses in the Israeli Population. Rambam Maimonides Med J 2019; 10:RMMJ.10379. [PMID: 31675306 PMCID: PMC6824833 DOI: 10.5041/rmmj.10379] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The ratio between the fetal umbilical artery pulsatility index (UA-PI) and the middle cerebral artery pulsatility index (MCA-PI) is termed the cerebroplacental ratio (CPR). The CPR represents fetal blood flow redistribution at the early stages of placental insufficiency; moreover, it has predictive value for adverse intrapartum and neonatal outcomes. However, internationally accepted reference ranges for CPR are lacking. OBJECTIVE This study sought to establish UA-PI, MCA-PI, and CPR reference ranges in low-risk, normal-growth singleton fetuses during the third trimester of pregnancy. METHODS A retrospective cohort cross-sectional study was performed in the obstetrics ultrasound unit of a university hospital in Israel. We reviewed all fetal and maternal electronic records of pregnant women referred for ultrasound assessment during the third trimester between January 2014 and January 2019. We included only singleton pregnancies with normal anatomy scans and a normal third-trimester estimated fetal weight. The UA-PI, MCA-PI, and CPR reference ranges were reconstructed for each of the vessels for each gestational age between 29 and 41 weeks. RESULTS A total of 560 pregnancies met the inclusion criteria. Satisfactory waveforms and measurements were obtained in all cases. At least 18 women enrolled at each gestational week. The MCA-PI and CPR values showed a similar parabolic curve during the third trimester of pregnancy, with a peak value at 32 and 33 gestational weeks, respectively. The UA-PI showed a linear and gradual decrease over the gestational age. CONCLUSIONS In this study we established UA-PI, MCA-PI, and CPR reference ranges in low-risk, normal-growth singleton fetuses during the third trimester based on the Israeli population.
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Affiliation(s)
- Efraim Zohav
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Eyal Zohav
- Lis Maternity & Women’s Hospital–Tel Aviv Sourasky Medical Center, Tel Aviv University, Tel Aviv, Israel
| | - Mark Rabinovich
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Ahmad Alasbah
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Simon Shenhav
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Hadar Sofer
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Yaniv S. Ovadia
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Eyal Y. Anteby
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Leonti Grin
- Ultrasound unit, Department of Obstetrics and Gynecology, Barzilai University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
- To whom correspondence should be addressed: E-mail:
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Matta P, Turner J, Flatley C, Kumar S. Prolonged second stage of labour increases maternal morbidity but not neonatal morbidity. Aust N Z J Obstet Gynaecol 2018; 59:555-560. [DOI: 10.1111/ajo.12935] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 11/20/2018] [Indexed: 02/07/2023]
Affiliation(s)
- Payal Matta
- Faculty of Medicine; University of Queensland; Brisbane Queensland Australia
| | - Jessica Turner
- Faculty of Medicine; University of Queensland; Brisbane Queensland Australia
- Mater Research Institute; University of Queensland; Brisbane Queensland Australia
| | - Christopher Flatley
- Mater Research Institute; University of Queensland; Brisbane Queensland Australia
| | - Sailesh Kumar
- Faculty of Medicine; University of Queensland; Brisbane Queensland Australia
- Mater Research Institute; University of Queensland; Brisbane Queensland Australia
- Obstetrics & Gynaecology; Mater Research Institute; University of Queensland; Brisbane Queensland Australia
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Miranda J, Triunfo S, Rodriguez-Lopez M, Sairanen M, Kouru H, Parra-Saavedra M, Crovetto F, Figueras F, Crispi F, Gratacós E. Performance of third-trimester combined screening model for prediction of adverse perinatal outcome. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2017; 50:353-360. [PMID: 27706856 DOI: 10.1002/uog.17317] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 09/07/2016] [Accepted: 09/21/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVE To explore the potential value of third-trimester combined screening for the prediction of adverse perinatal outcome (APO) in the general population and among small-for-gestational-age (SGA) fetuses. METHODS This was a nested case-control study within a prospective cohort of 1590 singleton gestations undergoing third-trimester evaluation (32 + 0 to 36 + 6 weeks' gestation). Maternal baseline characteristics, mean arterial blood pressure, fetoplacental ultrasound and circulating biochemical markers (placental growth factor (PlGF), lipocalin-2, unconjugated estriol and inhibin A) were assessed in all women who subsequently had an APO (n = 148) and in a control group without perinatal complications (n = 902). APO was defined as the occurrence of stillbirth, umbilical artery cord blood pH < 7.15, 5-min Apgar score < 7 or emergency operative delivery for fetal distress. Logistic regression models were developed for the prediction of APO in the general population and among SGA cases (defined as customized birth weight < 10th centile). RESULTS The prevalence of APO was 9.3% in the general population and 27.4% among SGA cases. In the general population, a combined screening model including a-priori risk (maternal characteristics), estimated fetal weight (EFW) centile, umbilical artery pulsatility index (UA-PI), estriol and PlGF achieved a detection rate for APO of 26% (area under receiver-operating characteristics curve (AUC), 0.59 (95% CI, 0.54-0.65)), at a 10% false-positive rate (FPR). Among SGA cases, a model including a-priori risk, EFW centile, UA-PI, cerebroplacental ratio, estriol and PlGF predicted 62% of APO (AUC, 0.86 (95% CI, 0.80-0.92)) at a FPR of 10%. CONCLUSIONS The use of fetal ultrasound and maternal biochemical markers at 32-36 weeks provides a poor prediction of APO in the general population. Although it remains limited, the performance of the screening model is improved when applied to fetuses with suboptimal fetal growth. Copyright © 2016 ISUOG. Published by John Wiley & Sons Ltd.
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Affiliation(s)
- J Miranda
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
| | - S Triunfo
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
| | - M Rodriguez-Lopez
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
| | | | - H Kouru
- PerkinElmer, Inc., Turku, Finland
| | - M Parra-Saavedra
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
- Maternal-Fetal Unit, CEDIFETAL, Centro de Diagnostico de Ultrasonido e Imágenes, CEDIUL, Barranquilla, Colombia
| | - F Crovetto
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
| | - F Figueras
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
| | - F Crispi
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
| | - E Gratacós
- BCNatal - Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital Sant Joan de Deu, IDIBAPS, University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
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