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Okwaraji YB, Suárez-Idueta L, Ohuma EO, Bradley E, Yargawa J, Pingray V, Cormick G, Gordon A, Flenady V, Horváth-Puhó E, Sørensen HT, Abuladze L, Heidarzadeh M, Khalili N, Yunis KA, Al Bizri A, Barranco A, van Dijk AE, Broeders L, Alyafei F, Olukade TO, Razaz N, Söderling J, Smith LK, Matthews RJ, Wood R, Monteath K, Pereyra I, Pravia G, Lisonkova S, Wen Q, Lawn JE, Blencowe H. Stillbirth risk by fetal size among 126.5 million births in 15 countries from 2000 to 2020: A fetuses-at-risk approach. BJOG 2024. [PMID: 38991996 DOI: 10.1111/1471-0528.17890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 05/21/2024] [Accepted: 05/29/2024] [Indexed: 07/13/2024]
Abstract
OBJECTIVE To compare stillbirth rates and risks for small for gestational age (SGA), large for gestational age (LGA) and appropriate for gestational age (AGA) pregnancies at 24-44 completed weeks of gestation using a birth-based and fetuses-at-risk approachs. DESIGN Population-based, multi-country study. SETTING National data systems in 15 high- and middle-income countries. POPULATION Live births and stillbirths. METHODS A total of 151 country-years of data, including 126 543 070 births across 15 countries from 2000 to 2020, were compiled. Births were categorised into SGA, AGA and LGA using INTERGROWTH-21st standards. Gestation-specific stillbirth rates, with total births as the denominator, and gestation-specific stillbirth risks, with fetuses still in utero as the denominator, were calculated from 24 to 44 weeks of gestation. MAIN OUTCOME MEASURES Gestation-specific stillbirth rates and risks according to size at birth. RESULTS The overall stillbirth rate was 4.22 per 1000 total births (95% CI 4.22-4.23) across all gestations. Applying the birth-based approach, the stillbirth rates were highest at 24 weeks of gestation, with 621.6 per 1000 total births (95% CI 620.9-622.2) for SGA pregnancies, 298.4 per 1000 total births (95% CI 298.1-298.7) for AGA pregnancies and 338.5 per 1000 total births (95% CI 337.9-339.0) for LGA pregnancies. Applying the fetuses-at-risk approach, the gestation-specific stillbirth risk was highest for SGA pregnancies (1.3-1.4 per 1000 fetuses at risk) prior to 29 weeks of gestation. The risk remained stable between 30 and 34 weeks of gestation, and then increased gradually from 35 weeks of gestation to the highest rate of 8.4 per 1000 fetuses at risk (95% CI 8.3-8.4) at ≥42 weeks of gestation. The stillbirth risk ratio (RR) was consistently high for SGA compared with AGA pregnancies, with the highest RR observed at ≥42 weeks of gestation (RR 9.2, 95% CI 15.2-13.2), and with the lowest RR observed at 24 weeks of gestation (RR 3.1, 95% CI 1.9-4.3). The stillbirth RR was also consistently high for SGA compared with AGA pregnancies across all countries, with national variability ranging from RR 0.70 (95% CI 0.43-0.97) in Mexico to RR 8.6 (95% CI 8.1-9.1) in Uruguay. No increased risk for LGA pregnancies was observed. CONCLUSIONS Small for gestational age (SGA) was strongly associated with stillbirth risk in this study based on high-quality data from high- and middle-income countries. The highest RRs were seen in preterm gestations, with two-thirds of the stillbirths born as preterm births. To advance our understanding of stillbirth, further analyses should be conducted using high-quality data sets from low-income settings, particularly those with relatively high rates of SGA.
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Affiliation(s)
- Yemisrach B Okwaraji
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene & Tropical Medicine, London, UK
| | | | - Eric O Ohuma
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene & Tropical Medicine, London, UK
| | - Ellen Bradley
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene & Tropical Medicine, London, UK
| | - Judith Yargawa
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene & Tropical Medicine, London, UK
| | - Veronica Pingray
- Institute for Clinical Effectiveness and Health Policy, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Gabriela Cormick
- Institute for Clinical Effectiveness and Health Policy, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
- Universidad Nacional de la Matanza, San Justo, Buenos Aires, Argentina
| | - Adrienne Gordon
- Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Vicki Flenady
- Centre of Research Excellence in Stillbirth, Mater Research Institute, The University of Queensland (MRI-UQ), Brisbane, Queensland, Australia
| | - Erzsébet Horváth-Puhó
- Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | - Henrik Toft Sørensen
- Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | - Liili Abuladze
- Estonian Institute for Population Studies, School of Governance, Law and Society, Tallinn University, Tallinn, Estonia
| | | | - Narjes Khalili
- Preventive Medicine and Public Health Research Centre, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Khalid A Yunis
- The National Collaborative Perinatal Neonatal Network (NCPNN) Coordinating Center at the Department of Paediatrics and Adolescent Medicine, American University of Beirut, Beirut, Lebanon
| | - Ayah Al Bizri
- The National Collaborative Perinatal Neonatal Network (NCPNN) Coordinating Center at the Department of Paediatrics and Adolescent Medicine, American University of Beirut, Beirut, Lebanon
| | - Arturo Barranco
- Directorate of Health Information, Ministry of Health, Mexico City, Mexico
| | | | | | | | | | - Neda Razaz
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institute, Stockholm, Sweden
| | - Jonas Söderling
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institute, Stockholm, Sweden
| | - Lucy K Smith
- Department of Population Health Sciences, College of Life Sciences, University of Leicester, Leicester, UK
| | - Ruth J Matthews
- Department of Population Health Sciences, College of Life Sciences, University of Leicester, Leicester, UK
| | - Rachael Wood
- Public Health Scotland, Edinburgh, UK
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Kirsten Monteath
- Pregnancy, Birth and Child Health Team, Public Health Scotland, Edinburgh, UK
| | - Isabel Pereyra
- Faculty of Health Sciences, Catholic University of Maule, Talca, Chile
- Catholic University of Uruguay, Montevideo, Uruguay
| | | | - Sarka Lisonkova
- Department of Obstetrics & Gynaecology, University of British Columbia, Vancouver, Canada
| | - Qi Wen
- Department of Obstetrics & Gynaecology, University of British Columbia, Vancouver, Canada
| | - Joy E Lawn
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene & Tropical Medicine, London, UK
| | - Hannah Blencowe
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene & Tropical Medicine, London, UK
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Houri O, Yoskovitz MS, Walfisch A, Pardo A, Geron Y, Hadar E, Bardin R. Neonatal Outcomes of Infants Diagnosed with Fetal Growth Restriction during Late Pregnancy versus after Birth. J Clin Med 2024; 13:3753. [PMID: 38999319 PMCID: PMC11242531 DOI: 10.3390/jcm13133753] [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: 05/05/2024] [Revised: 05/27/2024] [Accepted: 06/24/2024] [Indexed: 07/14/2024] Open
Abstract
Objective: The aim of this study was to investigate the potential differences in the outcomes of neonates in whom FGR was diagnosed late in pregnancy as compared to those in whom growth restriction was diagnosed after birth. Methods: A retrospective study was conducted in a tertiary medical center between 2017 and 2019. The study included women carrying a single infant with an estimated fetal weight below the tenth percentile in whom FGR was diagnosed during late pregnancy, after 32 gestational weeks (known late-onset FGR; study group) or only after birth (unknown FGR; control group). Data were collected by review of the electronic health records. The primary outcome measure was the rate of composite adverse neonatal outcome. Results: A total of 328 women were included, 77 (23.47%) in the known-FGR group and 251 (75.53%) in the unknown-FGR group. In the known-FGR group, an etiology for the FGR was identified in 28.57% cases, most commonly placental insufficiency (21.74%). Compared to the unknown-FGR group, the known-FGR group was characterized by significantly higher rates of elective cesarean delivery (15.58% vs. 9.96%, p < 0.001), preterm birth (18.18% vs. 3.98%, p < 0.01), and labor induction (67.53% vs. 21.51%, p < 0.01). A significantly higher proportion of neonates in the known-FGR group had a positive composite adverse outcome (38.96% vs. 15.53%, p < 0.01). For multivariate regression analysis adjusted for maternal age, gestational age at delivery, and mode of delivery, there was no difference between groups in the primary outcome (aOR 1.73, CI 0.89-3.35, p = 0.1). Every additional gestational week at delivery was a protective factor (aOR = 0.7, 95% CI 0.56-0.86, p < 0.01). Conclusions: A prenatal diagnosis of late-onset FGR is associated with higher intervention and preterm birth rates as compared to a diagnosis made after birth. Fetuses diagnosed with late-onset FGR during pregnancy should undergo specific and personalized assessment to determine the cause and severity of the growth delay and the best management strategy. This study highlights the importance of careful decision-making regarding the induction of labor in late-onset FGR.
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Affiliation(s)
- Ohad Houri
- Helen Schneider Hospital for Women, Rabin Medical Center, Petach Tikva 4941492, Israel
- Faculty of Medicine and Health Science, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Meytal Schwartz Yoskovitz
- Helen Schneider Hospital for Women, Rabin Medical Center, Petach Tikva 4941492, Israel
- Faculty of Medicine and Health Science, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Asnat Walfisch
- Helen Schneider Hospital for Women, Rabin Medical Center, Petach Tikva 4941492, Israel
- Faculty of Medicine and Health Science, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Anat Pardo
- Helen Schneider Hospital for Women, Rabin Medical Center, Petach Tikva 4941492, Israel
- Faculty of Medicine and Health Science, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Yossi Geron
- Helen Schneider Hospital for Women, Rabin Medical Center, Petach Tikva 4941492, Israel
- Faculty of Medicine and Health Science, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Eran Hadar
- Helen Schneider Hospital for Women, Rabin Medical Center, Petach Tikva 4941492, Israel
- Faculty of Medicine and Health Science, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Ron Bardin
- Helen Schneider Hospital for Women, Rabin Medical Center, Petach Tikva 4941492, Israel
- Faculty of Medicine and Health Science, Tel Aviv University, Tel Aviv 6997801, Israel
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Rahman S, Islam MS, Roy AK, Hasan T, Chowdhury NH, Ahmed S, Raqib R, Baqui AH, Khanam R. Maternal serum biomarkers of placental insufficiency at 24-28 weeks of pregnancy in relation to the risk of delivering small-for-gestational-age infant in Sylhet, Bangladesh: a prospective cohort study. BMC Pregnancy Childbirth 2024; 24:418. [PMID: 38858611 PMCID: PMC11163798 DOI: 10.1186/s12884-024-06588-8] [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: 01/10/2024] [Accepted: 05/15/2024] [Indexed: 06/12/2024] Open
Abstract
BACKGROUND Small-for-gestational-age (SGA), commonly caused by poor placentation, is a major contributor to global perinatal mortality and morbidity. Maternal serum levels of placental protein and angiogenic factors are changed in SGA. Using data from a population-based pregnancy cohort, we estimated the relationships between levels of second-trimester pregnancy-associated plasma protein-A (PAPP-A), placental growth factor (PlGF), and serum soluble fms-like tyrosine kinase-1 (sFlt-1) with SGA. METHODS Three thousand pregnant women were enrolled. Trained health workers prospectively collected data at home visits. Maternal blood samples were collected, serum aliquots were prepared and stored at -80℃. Included in the analysis were 1,718 women who delivered a singleton live birth baby and provided a blood sample at 24-28 weeks of gestation. We used Mann-Whitney U test to examine differences of the median biomarker concentrations between SGA (< 10th centile birthweight for gestational age) and appropriate-for-gestational-age (AGA). We created biomarker concentration quartiles and estimated the risk ratios (RRs) and 95% confidence intervals (CIs) for SGA by quartiles separately for each biomarker. A modified Poisson regression was used to determine the association of the placental biomarkers with SGA, adjusting for potential confounders. RESULTS The median PlGF level was lower in SGA pregnancies (934 pg/mL, IQR 613-1411 pg/mL) than in the AGA (1050 pg/mL, IQR 679-1642 pg/mL; p < 0.001). The median sFlt-1/PlGF ratio was higher in SGA pregnancies (2.00, IQR 1.18-3.24) compared to AGA pregnancies (1.77, IQR 1.06-2.90; p = 0.006). In multivariate regression analysis, women in the lowest quartile of PAPP-A showed 25% higher risk of SGA (95% CI 1.09-1.44; p = 0.002). For PlGF, SGA risk was higher in women in the lowest (aRR 1.40, 95% CI 1.21-1.62; p < 0.001) and 2nd quartiles (aRR 1.30, 95% CI 1.12-1.51; p = 0.001). Women in the highest and 3rd quartiles of sFlt-1 were at reduced risk of SGA delivery (aRR 0.80, 95% CI 0.70-0.92; p = 0.002, and aRR 0.86, 95% CI 0.75-0.98; p = 0.028, respectively). Women in the highest quartile of sFlt-1/PlGF ratio showed 18% higher risk of SGA delivery (95% CI 1.02-1.36; p = 0.025). CONCLUSIONS This study provides evidence that PAPP-A, PlGF, and sFlt-1/PlGF ratio measurements may be useful second-trimester biomarkers for SGA.
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Affiliation(s)
- Sayedur Rahman
- Department of Women's and Children's Health, Uppsala University, Akademiska sjukhuset, Uppsala, SE- 751 85, Sweden.
| | | | - Anjan Kumar Roy
- International Center for Diarrheal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Tarik Hasan
- Projahnmo Research Foundation, Banani, Dhaka, 1213, Bangladesh
| | | | | | - Rubhana Raqib
- International Center for Diarrheal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Abdullah H Baqui
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, USA.
| | - Rasheda Khanam
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, USA
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Leroy AC, Braund S, Dreyfus M, Diguet A, Mathieu N, Benichou J, Verspyck E. Comparative analysis of quality scores images between second- and third-trimester ultrasound scan. J Gynecol Obstet Hum Reprod 2024; 53:102805. [PMID: 38844086 DOI: 10.1016/j.jogoh.2024.102805] [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: 03/03/2024] [Revised: 05/19/2024] [Accepted: 05/21/2024] [Indexed: 06/20/2024]
Abstract
OBJECTIVES To evaluate whether the quality scores validated for second-trimester ultrasound scan can be used for third-trimester ultrasound scan. METHODS Prospective multicenter ancillary study using data from the RECRET study. Nulliparous women, with no reported history, with second- and third-trimester ultrasound examinations performed by the same ultrasonographer and using the same ultrasound machine were recruited. The global score and the individual score of each ultrasound image were compared between second- and third-trimester ultrasound scan. The sample size was calculated for a non-inferiority (one-sided) paired Student t test. RESULTS 103 women with 1606 anonymized ultrasound images were included. The median term at second- and third-trimester ultrasound scan was 22.2 weeks gestation (22.0-22.7) and 31.6 weeks gestation (30.7-34.7), respectively. The mean global score of ultrasound images was comparable between the second- and the third-trimester ultrasound examination (32.37 ± 2.62 versus 31.80 ± 3.27, p = 0.13). Means scores for each biometric parameters i.e. head circumference, abdominal circumference, and femur diaphysis length were comparable. The scores for the four-chamber view (5.11 ± 0.91 versus 5.36 ± 0.75, p = 0.02) and the spine (4.18 ± 1.17 versus 5.22 ± 1.02, p < 0.001) were significantly lower in the third trimester compared to the second trimester. The score for the kidney image was significantly higher for third trimester images compared to second trimester images (4.73 ± 0.51 versus 4.32 ± 0.67, p < 0.001. CONCLUSIONS Biometrics parameters quality scores images previously validated for the second trimester ultrasound scan can be also used for the third trimester scan. However, anatomical quality scores images performances may vary between the second and the third trimester scan.
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Affiliation(s)
- A C Leroy
- Department of Obstetrics and Gynecology, Lens Hospital, Lens, France
| | - S Braund
- Department of Obstetrics and Gynecology, Rouen University Hospital, Rouen, France
| | - M Dreyfus
- Department of Obstetrics and Gynecology, Caen University Hospital, Caen, France
| | - A Diguet
- Department of Obstetrics and Gynecology, Rouen University Hospital, Rouen, France
| | - N Mathieu
- Department of Obstetrics and Gynecology, Maternity Mathilde, Rouen, France
| | - J Benichou
- Department of Biostatistics, Rouen University Hospital, Rouen, France and Inserm U1018, France
| | - E Verspyck
- Department of Obstetrics and Gynecology, Rouen University Hospital, Rouen, France.
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Sabren S, Hagar T, Khateeb N, Evgeny F, Yara FN, Perlitz Y, Farid N. Placental and serum levels of human α-Klotho in preeclampsia & intra-uterine growth retardation: A potential sensitive biomarker? Pregnancy Hypertens 2024; 36:101115. [PMID: 38608394 DOI: 10.1016/j.preghy.2024.101115] [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: 05/02/2023] [Revised: 01/22/2024] [Accepted: 02/17/2024] [Indexed: 04/14/2024]
Abstract
INTRODUCTION α-Klotho protein has three isoforms: a transmembrane (mKL), a shed- soluble isoform, and a circulating soluble isoform (sKL). mKL is expressed in the kidney and placenta, while sKL is detectable in blood and urine. It is known that α-Klotho levels fluctuate during pregnancy mainly in women with complications such as preeclampsia (PE) and intra-uterine growth restriction (IUGR). METHODS Forty-nine participants were divided into two groups: healthy and complicated pregnancy (PE, IUGR or both). Tissue samples (2 cm3) from the maternal side, Blood and urine samples were collected during pregnancy and postpartum. Samples were subjected to biochemical (WB), histological (H&E and IHC) staining as well as genetic analysis (qPCR). RESULTS Blood αKL levels were preserved in both healthy and complicated pregnancies. Significantly lower blood αKL concentrations were found in PE postpartum (PP) compared to levels during pregnancy, and were significantly lower compared with postpartum of a healthy pregnancy. αKL activity was reduced in complicated pregnancies vs. healthy pregnancies. Placen tal mKL levels (ELISA) and expression (WB) were lowered in complicated pregnancies compared with the healthy pregnancies group. Additionally, we found a significant decline in the expression of mKL mRNA in PE/IUGR placentas compared with the healthy group. DISCUSSION Several studies have focused on the involvement of αKL in normal placentation during pregnancy. Our results suggest lower function of sKL in complicated pregnancy compared with a control, and present differences in placental mKL levels as well as tissue and gene expression between healthy and complicated pregnancy. In light of our results, we conclude that complicated pregnancy is associated with in decline in mKL.
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Affiliation(s)
- Shehada Sabren
- Diabetes and Metabolism Lab, Tzafon Medical Center, Israel; Azrieli Faculty of Medicine, Safed, Bar Ilan University, Ramat-Gan, Israel
| | - Tadmor Hagar
- Diabetes and Metabolism Lab, Tzafon Medical Center, Israel
| | - Nardeen Khateeb
- Gynecological and Obstetrics Department, Tzafon Medical Center, Israel
| | | | - Francis-Nakhle Yara
- Gynecological and Obstetrics Department, Galilee Medical Center, Nahariya, Israel
| | - Youri Perlitz
- Gynecological and Obstetrics Department, Tzafon Medical Center, Israel
| | - Nakhoul Farid
- Azrieli Faculty of Medicine, Safed, Bar Ilan University, Ramat-Gan, Israel; Cardiovascular Laboratory, Medical Research Institute, The Galilee Medical Center, Nahariya, Israel.
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Larsen ML, Krebs L, Hoei-Hansen CE, Kumar S. Assessment of fetal growth trajectory identifies infants at high risk of perinatal mortality. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2024; 63:764-771. [PMID: 38339783 DOI: 10.1002/uog.27610] [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] [Received: 09/25/2023] [Revised: 12/14/2023] [Accepted: 02/01/2024] [Indexed: 02/12/2024]
Abstract
OBJECTIVE To analyze perinatal risks associated with three distinct scenarios of fetal growth trajectory in the latter half of pregnancy compared with a reference group. METHODS This cohort study included women with a singleton pregnancy that delivered between 32 + 0 and 41 + 6 weeks' gestation and had two or more ultrasound scans, at least 4 weeks apart, from 18 + 0 weeks. We evaluated three different scenarios of fetal growth against a reference group, which comprised appropriate-for-gestational-age fetuses with appropriate forward-growth trajectory. The comparator growth trajectories were categorized as: Group 1, small-for-gestational-age (SGA) fetuses (estimated fetal weight (EFW) or abdominal circumference (AC) persistently < 10th centile) with appropriate forward growth; Group 2, fetuses with decreased growth trajectory (decrease of ≥ 50 centiles) and EFW or AC ≥ 10th centile (i.e. non-SGA) at their final ultrasound scan; and Group 3, fetuses with decreased growth trajectory and EFW or AC < 10th centile (i.e. SGA) at their final scan. The primary outcome was overall perinatal mortality (stillbirth or neonatal death). Secondary outcomes included stillbirth, delivery of a SGA infant, preterm birth, emergency Cesarean section for non-reassuring fetal status and composite severe neonatal morbidity. Associations were analyzed using logistic regression. RESULTS The final study cohort comprised 5319 pregnancies. Compared to the reference group, the adjusted odds of perinatal mortality were increased significantly in Group 2 (adjusted odds ratio (aOR), 4.00 (95% CI, 1.36-11.22)) and Group 3 (aOR, 7.71 (95% CI, 2.39-24.91)). Only Group 3 had increased odds of stillbirth (aOR, 5.69 (95% CI, 1.55-20.93)). In contrast, infants in Group 1 did not have significantly increased odds of demise. The odds of a SGA infant at birth were increased in all three groups compared with the reference group, but was highest in Group 1 (aOR, 111.86 (95% CI, 62.58-199.95)) and Group 3 (aOR, 40.63 (95% CI, 29.01-56.92)). In both groups, more than 80% of infants were born SGA and nearly half had a birth weight < 3rd centile. Likewise, the odds of preterm birth were increased in all three groups compared with the reference group, being highest in Group 3, with an aOR of 4.27 (95% CI, 3.23-5.64). Lastly, the odds of composite severe neonatal morbidity were increased in Groups 1 and 3, whereas the odds of emergency Cesarean section for non-reassuring fetal status were increased only in Group 3. CONCLUSION Assessing the fetal growth trajectory in the latter half of pregnancy can help identify infants at increased risk of perinatal mortality and birth weight < 3rd centile for gestation. © 2024 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- M L Larsen
- Center for Cerebral Palsy, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Obstetrics and Gynecology, Copenhagen University Hospital - Amager-Hvidovre, Hvidovre, Denmark
- Mater Research Institute, University of Queensland, Brisbane, Queensland, Australia
| | - L Krebs
- Mater Research Institute, University of Queensland, Brisbane, Queensland, Australia
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - C E Hoei-Hansen
- Center for Cerebral Palsy, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - S Kumar
- Mater Research Institute, University of Queensland, Brisbane, Queensland, Australia
- Centre for Maternal and Fetal Medicine, Mater Mother's Hospital, Brisbane, Queensland, Australia
- NHMRC Centre for Research Excellence in Stillbirth, Mater Research Institute, University of Queensland, Brisbane, Queensland, Australia
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Roberts AW, Hotra J, Soto E, Pedroza C, Sibai BM, Blackwell SC, Chauhan SP. Indicated vs universal third-trimester ultrasound examination in low-risk pregnancies: a pre-post-intervention study. Am J Obstet Gynecol MFM 2024; 6:101373. [PMID: 38583714 DOI: 10.1016/j.ajogmf.2024.101373] [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: 02/29/2024] [Revised: 03/13/2024] [Accepted: 04/01/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND In low-risk pregnancies, a third-trimester ultrasound examination is indicated if fundal height measurement and gestational age discrepancy are observed. Despite potential improvement in the detection of ultrasound abnormality, prior trials to date on universal third-trimester ultrasound examination in low-risk pregnancies, compared with indicated ultrasound examination, have not demonstrated improvement in neonatal or maternal adverse outcomes. OBJECTIVE The primary objective was to determine if universal third-trimester ultrasound examination in low-risk pregnancies could attenuate composite neonatal adverse outcomes. The secondary objectives were to compare changes in composite maternal adverse outcomes and detection of abnormalities of fetal growth (fetal growth restriction or large for gestational age) or amniotic fluid (oligohydramnios or polyhydramnios). STUDY DESIGN Our pre-post intervention study at 9 locations included low-risk pregnancies, those without indication for ultrasound examination in the third trimester. Compared with indicated ultrasound in the preimplementation period, in the postimplementation period, all patients were scheduled for ultrasound examination at 36.0-37.6 weeks. In both periods, clinicians intervened on the basis of abnormalities identified. Composite neonatal adverse outcomes included any of: Apgar score ≤5 at 5 minutes, cord pH <7.00, birth trauma (bone fracture or brachial plexus palsy), intubation for >24 hours, hypoxic-ischemic encephalopathy, seizure, sepsis (bacteremia proven with blood culture), meconium aspiration syndrome, intraventricular hemorrhage grade III or IV, periventricular leukomalacia, necrotizing enterocolitis, stillbirth after 36 weeks, or neonatal death within 28 days of birth. Composite maternal adverse outcomes included any of the following: chorioamnionitis, wound infection, estimated blood loss >1000 mL, blood transfusion, deep venous thrombus or pulmonary embolism, admission to intensive care unit, or death. Using Bayesian statistics, we calculated a sample size of 600 individuals in each arm to detect >75% probability of any reduction in primary outcome (80% power; 50% hypothesized risk reduction). RESULTS During the preintervention phase, 747 individuals were identified during the initial ultrasound examination, and among them, 568 (76.0%) met the inclusion criteria at 36.0-37.6 weeks; during the postintervention period, the corresponding numbers were 770 and 661 (85.8%). The rate of identified abnormalities of fetal growth or amniotic fluid increased from between the pre-post intervention period (7.1% vs 22.2%; P<.0001; number needed to diagnose, 7; 95% confidence interval, 5-9). The primary outcome occurred in 15 of 568 (2.6%) individuals in the preintervention and 12 of 661 (1.8%) in the postintervention group (83% probability of risk reduction; posterior relative risk, 0.69 [95% credible interval, 0.34-1.42]). The composite maternal adverse outcomes occurred in 8.6% in the preintervention and 6.5% in the postintervention group (90% probability of risk; posterior relative risk, 0.74 [95% credible interval, 0.49-1.15]). The number needed to treat to reduce composite neonatal adverse outcomes was 121 (95% confidence interval, 40-200). In addition, the number to reduce composite maternal adverse outcomes was 46 (95% confidence interval, 19-74), whereas the number to prevent cesarean delivery was 18 (95% confidence interval, 9-31). CONCLUSION Among low-risk pregnancies, compared with routine care with indicated ultrasound examination, implementation of a universal third-trimester ultrasound examination at 36.0-37.6 weeks attenuated composite neonatal and maternal adverse outcomes.
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Affiliation(s)
- Aaron W Roberts
- Department of Obstetrics, Gynecology and Reproductive Sciences, McGovern Medical School at The University of Texas Health Science Center, Houston, TX (Dr Roberts, Mr Hotra, Drs Soto, Sibai, Blackwell, and Chauhan).
| | - John Hotra
- Department of Obstetrics, Gynecology and Reproductive Sciences, McGovern Medical School at The University of Texas Health Science Center, Houston, TX (Dr Roberts, Mr Hotra, Drs Soto, Sibai, Blackwell, and Chauhan)
| | - Eleazar Soto
- Department of Obstetrics, Gynecology and Reproductive Sciences, McGovern Medical School at The University of Texas Health Science Center, Houston, TX (Dr Roberts, Mr Hotra, Drs Soto, Sibai, Blackwell, and Chauhan)
| | - Claudia Pedroza
- Center for Clinical Research and Evidence-Based Medicine, Department of Pediatrics, The University of Texas Health Science Center at Houston, Houston, TX (Dr Pedroza)
| | - Baha M Sibai
- Department of Obstetrics, Gynecology and Reproductive Sciences, McGovern Medical School at The University of Texas Health Science Center, Houston, TX (Dr Roberts, Mr Hotra, Drs Soto, Sibai, Blackwell, and Chauhan)
| | - Sean C Blackwell
- Department of Obstetrics, Gynecology and Reproductive Sciences, McGovern Medical School at The University of Texas Health Science Center, Houston, TX (Dr Roberts, Mr Hotra, Drs Soto, Sibai, Blackwell, and Chauhan)
| | - Suneet P Chauhan
- Department of Obstetrics, Gynecology and Reproductive Sciences, McGovern Medical School at The University of Texas Health Science Center, Houston, TX (Dr Roberts, Mr Hotra, Drs Soto, Sibai, Blackwell, and Chauhan)
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Caradeux J, Martínez-Portilla RJ, Martínez-Egea J, Ávila F, Figueras F. Routine third-trimester ultrasound assessment for intrauterine growth restriction. Am J Obstet Gynecol MFM 2024; 6:101294. [PMID: 38281581 DOI: 10.1016/j.ajogmf.2024.101294] [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: 09/29/2023] [Revised: 01/02/2024] [Accepted: 01/03/2024] [Indexed: 01/30/2024]
Abstract
Intrauterine growth restriction significantly impacts perinatal outcomes. Undetected IUGR escalates the risk of adverse outcomes. Serial symphysis-fundal height measurement, a recommended strategy, is insufficient in detecting abnormal fetal growth. Routine third-trimester ultrasounds significantly improve detection rates compared with this approach, but direct high-quality evidence supporting enhanced perinatal outcomes from routine scanning is lacking. In assessing fetal growth, abdominal circumference alone performs comparably to estimated fetal weight. Hadlock formulas demonstrate accurate fetal weight estimation across diverse gestational ages and settings. When choosing growth charts, prescriptive standards (encompassing healthy pregnancies) should be prioritized over descriptive ones. Customized fetal standards may enhance antenatal IUGR detection, but conclusive high-quality evidence is elusive. Emerging observational data suggest that longitudinal fetal growth assessment could predict adverse outcomes better. However, direct randomized trial evidence supporting this remains insufficient.
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Affiliation(s)
- Javier Caradeux
- Maternal and Fetal Medicine Unit, Department of Obstetrics and Gynecology, Clínica Santa María, Santiago, Chile (Drs Caradeux and Ávila)
| | - Raigam J Martínez-Portilla
- Clinical Research Branch, Evidence-Based Medicine Department, National Institute of Perinatology, Mexico City, Mexico (Dr Martínez-Portilla)
| | - Judit Martínez-Egea
- BCNatal Fetal Medicine Research Center, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Deu), Instituto Clínic de Ginecología, Obstetricia i Neonatología, Universitat de Barcelona, Barcelona, Spain (Drs Martínez-Egea and Figueras)
| | - Francisco Ávila
- Maternal and Fetal Medicine Unit, Department of Obstetrics and Gynecology, Clínica Santa María, Santiago, Chile (Drs Caradeux and Ávila)
| | - Francesc Figueras
- BCNatal Fetal Medicine Research Center, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Deu), Instituto Clínic de Ginecología, Obstetricia i Neonatología, Universitat de Barcelona, Barcelona, Spain (Drs Martínez-Egea and Figueras).
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9
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Mascherpa M, Pegoire C, Meroni A, Minopoli M, Thilaganathan B, Frick A, Bhide A. Prenatal prediction of adverse outcome using different charts and definitions of fetal growth restriction. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2024; 63:605-612. [PMID: 38145554 DOI: 10.1002/uog.27568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 12/03/2023] [Accepted: 12/09/2023] [Indexed: 12/27/2023]
Abstract
OBJECTIVE Antenatal growth assessment using ultrasound aims to identify small fetuses that are at higher risk of perinatal morbidity and mortality. This study explored whether the association between suboptimal fetal growth and adverse perinatal outcome varies with different definitions of fetal growth restriction (FGR) and different weight charts/standards. METHODS This was a retrospective cohort study of 17 261 singleton non-anomalous pregnancies at ≥ 24 + 0 weeks' gestation that underwent routine ultrasound at a tertiary referral hospital. Estimated fetal weight (EFW) and Doppler indices were converted into percentiles using a reference standard (INTERGROWTH-21st (IG-21)) and various reference charts (Hadlock, Fetal Medicine Foundation (FMF) and Swedish). Test characteristics were assessed using the consensus definition, Society for Maternal-Fetal Medicine (SMFM) definition and Swedish criteria for FGR. Adverse perinatal outcome was defined as perinatal death, admission to the neonatal intensive care unit at term, 5-min Apgar score < 7 and therapeutic cooling for neonatal encephalopathy. The association between FGR according to each definition and adverse perinatal outcome was compared. Multivariate logistic regression analysis was used to test the strength of association between ultrasound parameters and adverse perinatal outcome. Ultrasound parameters were also tested for correlation. RESULTS IG-21, Hadlock and FMF fetal size references classified as growth-restricted 1.5%, 3.6% and 4.6% of fetuses, respectively, using the consensus definition and 2.9%, 8.8% and 10.6% of fetuses, respectively, using the SMFM definition. The sensitivity of the definition/chart combinations for adverse perinatal outcome varied from 4.4% (consensus definition with IG-21 charts) to 13.2% (SMFM definition with FMF charts). Specificity varied from 89.4% (SMFM definition with FMF charts) to 98.6% (consensus definition with IG-21 charts). The consensus definition and Swedish criteria showed the highest specificity, positive predictive value and positive likelihood ratio in detecting adverse outcome, irrespective of the reference chart/standard used. Conversely, the SMFM definition had the highest sensitivity across all investigated growth charts. Low EFW, abnormal mean uterine artery pulsatility index (UtA-PI) and abnormal cerebroplacental ratio were significantly associated with adverse perinatal outcome and there was a positive correlation between the covariates. Multivariate logistic regression showed that UtA-PI > 95th percentile and EFW < 5th percentile were the only parameters consistently associated with adverse outcome, irrespective of the definitions or fetal growth chart/standard used. CONCLUSIONS The apparent prevalence of FGR varies according to the definition and fetal size reference chart/standard used. Irrespective of the method of classification, the sensitivity for the identification of adverse perinatal outcome remains low. EFW, UtA-PI and fetal Doppler parameters are significant predictors of adverse perinatal outcome. As these indices are correlated with one other, a prediction algorithm is advocated to overcome the limitations of using these parameters in isolation. © 2023 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- M Mascherpa
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
- Department of Medicine and Surgery, Obstetrics and Gynaecology Unit, Università degli Studi di Brescia, Brescia, Italy
| | - C Pegoire
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
| | - A Meroni
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
- Department of Medicine and Surgery, Obstetrics and Gynaecology Unit, Università degli Studi di Pavia, Pavia, Italy
| | - M Minopoli
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
- Department of Medicine and Surgery, Obstetrics and Gynaecology Unit, Università degli Study di Parma, Parma, Italy
| | - B Thilaganathan
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
- Vascular Biology Research Centre, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
| | - A Frick
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
| | - A Bhide
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
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10
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Xue H, Qin R, Xi Q, Xiao S, Chen Y, Liu Y, Xu B, Han X, Lv H, Hu H, Hu L, Jiang T, Jiang Y, Ding Y, Du J, Ma H, Lin Y, Hu Z. Maternal Dietary Cholesterol and Egg Intake during Pregnancy and Large-for-Gestational-Age Infants: A Prospective Cohort Study. J Nutr 2024:S0022-3166(24)00180-9. [PMID: 38599384 DOI: 10.1016/j.tjnut.2024.04.011] [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: 12/27/2023] [Revised: 03/25/2024] [Accepted: 04/05/2024] [Indexed: 04/12/2024] Open
Abstract
BACKGROUND Cholesterol plays a vital role in fetal growth and development during pregnancy. There remains controversy over whether pregnant females should limit their cholesterol intake. OBJECTIVES The objective of this study was to investigate the association between maternal dietary cholesterol intake during pregnancy and infant birth weight in a Chinese prospective cohort study. METHODS A total of 4146 mother-child pairs were included based on the Jiangsu Birth Cohort study. Maternal dietary information was assessed with a semiquantitative food-frequency questionnaire. Birth weight z-scores and large-for-gestational-age (LGA) infants were converted by the INTERGROWTH-21st neonatal weight-for-gestational-age standard. Poisson regression and generalized estimating equations were employed to examine the relationships between LGA and maternal dietary cholesterol across the entire pregnancy and trimester-specific cholesterol intake, respectively. RESULTS The median intake of maternal total dietary cholesterol during the entire pregnancy was 671.06 mg/d, with eggs being the main source. Maternal total dietary cholesterol and egg-sourced cholesterol were associated with an increase in birth weight z-score, with per standard deviation increase in maternal total and egg-sourced dietary cholesterol being associated with an increase of 0.16 [95% confidence interval (CI): 0.07, 0.25] and 0.06 (95% CI: 0.03, 0.09) in birth weight z-score, respectively. Egg-derived cholesterol intake in the first and third trimesters was positively linked to LGA, with an adjusted relative risk of 1.11 (95% CI: 1.04, 1.18) and 1.09 (95% CI: 1.00, 1.18). Compared with mothers consuming ≤7 eggs/wk in the third trimester, the adjusted relative risk for having an LGA newborn was 1.37 (95% CI: 1.09, 1.72) for consuming 8-10 eggs/wk and 1.45 (95% CI: 1.12, 1.86) for consuming >10 eggs/wk (P-trend = 0.015). CONCLUSIONS Maternal total dietary cholesterol intake, as well as consuming over 7 eggs/wk during pregnancy, displayed significant positive relationships with the incidence of LGA, suggesting that mothers should avoid excessive cholesterol intake during pregnancy to prevent adverse birth outcomes.
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Affiliation(s)
- Huixin Xue
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Rui Qin
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Scientific Research and Education, Changzhou Medical Center, Changzhou Maternity and Child Health Care Hospital, Nanjing Medical University, Changzhou, Jiangsu, China
| | - Qi Xi
- Department of Obstetrics, Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Shuxin Xiao
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Maternal, Child, and Adolescent Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yiyuan Chen
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yuxin Liu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Bo Xu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiumei Han
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hong Lv
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China; State Key Laboratory of Reproductive Medicine and Offspring Health (Suzhou Centre), Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Haiting Hu
- Department of Scientific Research and Education, Changzhou Medical Center, Changzhou Maternity and Child Health Care Hospital, Nanjing Medical University, Changzhou, Jiangsu, China
| | - Lingmin Hu
- Department of Reproduction, Changzhou Medical Center, Changzhou Maternity and Child Health Care Hospital, Nanjing Medical University, Changzhou, Jiangsu, China
| | - Tao Jiang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yangqian Jiang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Maternal, Child, and Adolescent Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Ye Ding
- Department of Maternal, Child, and Adolescent Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jiangbo Du
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China; State Key Laboratory of Reproductive Medicine and Offspring Health (Suzhou Centre), Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Hongxia Ma
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China; State Key Laboratory of Reproductive Medicine and Offspring Health (Suzhou Centre), Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Yuan Lin
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Maternal, Child, and Adolescent Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China; State Key Laboratory of Reproductive Medicine and Offspring Health (Suzhou Centre), Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, Jiangsu, China.
| | - Zhibin Hu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China; State Key Laboratory of Reproductive Medicine and Offspring Health (Suzhou Centre), Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, Jiangsu, China.
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11
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Souka AP, Chatziioannou MI, Pegkou A, Antsaklis P, Daskalakis G. The role of the PLGF in the management of pregnancies complicated with fetal microsomia. Arch Gynecol Obstet 2024; 309:1369-1376. [PMID: 36977917 DOI: 10.1007/s00404-023-07012-w] [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: 01/17/2023] [Accepted: 03/13/2023] [Indexed: 03/30/2023]
Abstract
PURPOSE To explore the contribution of maternal and fetal parameters in predicting the time interval between diagnosis and development of adverse events leading to delivery in singleton pregnancies complicated with fetal microsomia. METHODS Prospective study on singleton pregnancies referred to a tertiary center because of suspicion of fetal smallness in the third trimester. The study cohort included cases with fetal abdominal circumference (AC) ≤ 10th centile or estimated fetal weight ≤ 10th centile or umbilical artery pulsatitlity index ≥ 90th centile. Development of pre-eclampsia, fetal demise, and fetal deterioration diagnosed by fetal Doppler studies or fetal heart rate monitoring and leading to delivery were considered as adverse events. Maternal demographics, obstetric history, blood pressure, serum PLGF, and fetal Doppler studies were explored as predictors of the time interval between the first visit to the clinic and the diagnosis of complications. RESULTS In 59 women, the median incubation period from presentation to the clinic to an adverse event was 6, 2 weeks, whereas half of the pregnancies (52.5%) did not develop any adverse event. PLGF was the strongest predictor of adverse events. Both PLGF in raw values and PLGF MOM had equally good predictive ability (AUC 0.82 and 0.78 respectively). Optimal cut-off points were 177.7 pg/ml for PLGF raw values (sensitivity 83% and specificity 66.7%) and 0.277 MoM (sensitivity 76% and specificity 86.7%). On multiple Cox regression analysis, maternal systolic blood pressure, PLGF, fetal increased umbilical artery PI, and reduced CP ratio were independently associated with adverse events. Half of the pregnancies with low PLGF and only one in ten with high PLGF were delivered within two weeks after the initial visit. CONCLUSION Half of the pregnancies carrying a small fetus in the third trimester will not develop maternal or fetal complications. PLGF is a strong predictor of adverse events that can be used to customize antenatal care.
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Affiliation(s)
- Athena P Souka
- Department of Obstetrics and Gynecology, Alexandra Hospital, National and Kapodistrian University of Athens-Faculty of Medicine,, Emvryomitriki Fetal Medicine Unit, 41 D.Soutsou Str, 11521, Athens, Greece.
| | - M I Chatziioannou
- Department of Obstetrics and Gynecology, Alexandra Hospital, National and Kapodistrian University of Athens-Faculty of Medicine,, Emvryomitriki Fetal Medicine Unit, 41 D.Soutsou Str, 11521, Athens, Greece
| | - A Pegkou
- Department of Obstetrics and Gynecology, Alexandra Hospital, National and Kapodistrian University of Athens-Faculty of Medicine,, Emvryomitriki Fetal Medicine Unit, 41 D.Soutsou Str, 11521, Athens, Greece
| | - P Antsaklis
- Department of Obstetrics and Gynecology, Alexandra Hospital, National and Kapodistrian University of Athens-Faculty of Medicine,, Emvryomitriki Fetal Medicine Unit, 41 D.Soutsou Str, 11521, Athens, Greece
| | - G Daskalakis
- Department of Obstetrics and Gynecology, Alexandra Hospital, National and Kapodistrian University of Athens-Faculty of Medicine,, Emvryomitriki Fetal Medicine Unit, 41 D.Soutsou Str, 11521, Athens, Greece
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12
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Dagklis T, Papastefanou I, Tsakiridis I, Sotiriadis A, Makrydimas G, Athanasiadis A. Validation of Fetal Medicine Foundation competing-risks model for small-for-gestational-age neonate in early third trimester. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2024; 63:466-471. [PMID: 37743681 DOI: 10.1002/uog.27498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 08/07/2023] [Accepted: 09/18/2023] [Indexed: 09/26/2023]
Abstract
OBJECTIVE To evaluate the new 36-week Fetal Medicine Foundation (FMF) competing-risks model for the prediction of small-for-gestational age (SGA) at an earlier gestation of 30 + 0 to 34 + 0 weeks. METHODS This was a retrospective multicenter cohort study of prospectively collected data on 3012 women with a singleton pregnancy undergoing ultrasound examination at 30 + 0 to 34 + 0 weeks' gestation as part of a universal screening program. We used the default FMF competing-risks model for prediction of SGA at 36 weeks' gestation combining maternal factors (age, obstetric and medical history, weight, height, smoking status, race, mode of conception), estimated fetal weight (EFW) and uterine artery pulsatility index (UtA-PI) to calculate risks for different cut-offs of birth-weight percentile and gestational age at delivery. We examined the accuracy of the model by means of discrimination and calibration. RESULTS The prediction of SGA < 3rd percentile improved with the addition of UtA-PI and with a shorter examination-to-delivery interval. For a 10% false-positive rate, maternal factors, EFW and UtA-PI predicted 88.0%, 74.4% and 72.8% of SGA < 3rd percentile delivered at < 37, < 40 and < 42 weeks' gestation, respectively. The respective values for SGA < 10th percentile were 86.1%, 69.3% and 66.2%. In terms of population stratification, if the biomarkers used are EFW and UtA-PI and the aim is to detect 90% of SGA < 10th percentile, then 10.8% of the population should be scanned within 2 weeks after the initial assessment, an additional 7.2% (total screen-positive rate (SPR), 18.0%) should be scanned within 2-4 weeks after the initial assessment and an additional 11.7% (total SPR, 29.7%) should be examined within 4-6 weeks after the initial assessment. The new model was well calibrated. CONCLUSIONS The 36-week FMF competing-risks model for SGA is also applicable and accurate at 30 + 0 to 34 + 0 weeks and provides effective risk stratification, especially for cases leading to delivery < 37 weeks of gestation. © 2023 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- T Dagklis
- Third Department of Obstetrics and Gynecology, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - I Papastefanou
- Fetal Medicine Research Institute, King's College Hospital, London, UK
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - I Tsakiridis
- Third Department of Obstetrics and Gynecology, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - A Sotiriadis
- Second Department of Obstetrics and Gynecology, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - G Makrydimas
- Department of Obstetrics and Gynecology, Ioannina University Hospital, Ioannina, Greece
| | - A Athanasiadis
- Third Department of Obstetrics and Gynecology, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
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13
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Reuterwall I, Hultstrand JN, Carlander A, Jonsson M, Tydén T, Kullinger M. Pregnancy planning and neonatal outcome - a retrospective cohort study. BMC Pregnancy Childbirth 2024; 24:205. [PMID: 38493168 PMCID: PMC10944595 DOI: 10.1186/s12884-024-06401-6] [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: 03/21/2023] [Accepted: 03/08/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND Unplanned pregnancy is common, and although some research indicates adverse outcomes for the neonate, such as death, low birth weight, and preterm birth, results are inconsistent. The purpose of the present study was to investigate associated neonatal outcomes of an unplanned pregnancy in a Swedish setting. METHODS We conducted a retrospective cohort study in which data from 2953 women were retrieved from the Swedish Pregnancy Planning Study, covering ten Swedish counties from September 2012 through July 2013. Pregnancy intention was measured using the London Measurement of Unplanned Pregnancy. Women with unplanned pregnancies and pregnancies of ambivalent intention were combined and referred to as unplanned. Data on neonatal outcomes: small for gestational age, low birth weight, preterm birth, Apgar score < 7 at 5 min, and severe adverse neonatal outcome defined as death or need for resuscitation at birth, were retrieved from the Swedish Medical Birth Register. RESULTS The prevalence of unplanned pregnancies was 30.4%. Compared with women who had planned pregnancies, those with unplanned pregnancies were more likely to give birth to neonates small for gestational age: 3.6% vs. 1.7% (aOR 2.1, 95% CI 1.2-3.7). There were no significant differences in preterm birth, Apgar score < 7 at 5 min, or severe adverse neonatal outcome. CONCLUSIONS In a Swedish setting, an unplanned pregnancy might increase the risk for birth of an infant small for gestational age.
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Affiliation(s)
- Isa Reuterwall
- Department of Obstetrics and Gynecology, Region Västmanland, Västerås, Sweden.
| | | | - Alisa Carlander
- Department of Obstetrics and Gynecology, Region Västmanland, Västerås, Sweden
| | - Maria Jonsson
- Department of Women´s and Children's Health, Uppsala University, Uppsala, Sweden
| | - Tanja Tydén
- Department of Women´s and Children's Health, Uppsala University, Uppsala, Sweden
| | - Merit Kullinger
- Centre for Clinical Research Västmanland Hospital, Västeras, Sweden
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14
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Rial-Crestelo M, Lubusky M, Parra-Cordero M, Krofta L, Kajdy A, Zohav E, Ferriols-Perez E, Cruz-Martinez R, Kacerovsky M, Scazzocchio E, Roubalova L, Socias P, Hašlík L, Modzelewski J, Ashwal E, Castellá-Cesari J, Cruz-Lemini M, Gratacos E, Figueras F. Term planned delivery based on fetal growth assessment with or without the cerebroplacental ratio in low-risk pregnancies (RATIO37): an international, multicentre, open-label, randomised controlled trial. Lancet 2024; 403:545-553. [PMID: 38219773 DOI: 10.1016/s0140-6736(23)02228-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 09/07/2023] [Accepted: 10/03/2023] [Indexed: 01/16/2024]
Abstract
BACKGROUND The cerebroplacental ratio is associated with perinatal mortality and morbidity, but it is unknown whether routine measurement improves pregnancy outcomes. We aimed to evaluate whether the addition of cerebroplacental ratio measurement to the standard ultrasound growth assessment near term reduces perinatal mortality and severe neonatal morbidity, compared with growth assessment alone. METHODS RATIO37 was a randomised, open-label, multicentre, pragmatic trial, conducted in low-risk pregnant women, recruited from nine hospitals over six countries. The eligibility criteria were designed to be broad; participants were required to be 18 years or older, with an ultrasound-dated confirmed singleton pregnancy in the first trimester, an alive fetus with no congenital malformations at the routine second-trimester ultrasound, an absence of adverse medical or obstetric history, and the capacity to give informed consent. Women were randomly assigned in a 1:1 ratio (block size 100) using a web-based system to either the concealed group or revealed group. In the revealed group, the cerebroplacental ratio value was known by clinicians, and if below the fifth centile, a planned delivery after 37 weeks was recommended. In the concealed group, women and clinicians were blinded to the cerebroplacental ratio value. All participants underwent ultrasound at 36 + 0 to 37 + 6 weeks of gestation with growth assessment and Doppler evaluation. In both groups, planned delivery was recommended when the estimated fetal weight was below the tenth centile. The primary outcome was perinatal mortality from 24 weeks' gestation to infant discharge. The study is registered at ClinicalTrials.gov (NCT02907242) and is now closed. FINDINGS Between July 29, 2016, and Aug 3, 2021, we enrolled 11 214 women, of whom 9492 (84·6%) completed the trial and were eligible for analysis (4774 in the concealed group and 4718 in the revealed group). Perinatal mortality occurred in 13 (0·3%) of 4774 pregnancies in the concealed group and 13 (0·3%) of 4718 in the revealed group (OR 1·45 [95% CI 0·76-2·76]; p=0·262). Overall, severe neonatal morbidity occurred in 35 (0·73%) newborns in the concealed group and 18 (0·38%) in the revealed group (OR 0·58 [95% CI 0·40-0·83]; p=0·003). Severe neurological morbidity occurred in 13 (0·27%) newborns in the concealed group and nine (0·19%) in the revealed group (OR 0·56 [95% CI 0·25-1·24]; p=0·153). Severe non-neurological morbidity occurred in 23 (0·48%) newborns in the concealed group and nine (0·19%) in the revealed group (0·58 [95% CI 0·39-0·87]; p=0·009). Maternal adverse events were not collected. INTERPRETATION Planned delivery at term based on ultrasound fetal growth assessment and cerebroplacental ratio at term was not followed by a reduction of perinatal mortality although significantly reduced severe neonatal morbidity compared with fetal growth assessment alone. FUNDING La Caixa foundation, Cerebra Foundation for the Brain Injured Child, Agència per la Gestió d'Ajuts Universitaris i de Recerca, and Instituto de Salud Carlos III.
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Affiliation(s)
- Marta Rial-Crestelo
- BCNatal-Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital San Joan de Deu, Barcelona, Spain
| | - Marek Lubusky
- The Fetal Medicine Center, Department of Obstetrics and Gynecology Palacky University Hospital, Olomouc, Czech Republic
| | - Mauro Parra-Cordero
- Maternal Fetal Medicine Unit, Department of Obstetrics and Gynecology, University of Chile Hospital, Santiago, Chile
| | - Ladislav Krofta
- Institute for the Care of Mother and Child, the Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Anna Kajdy
- First Department of Obstetrics and Gynecology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Eyal Zohav
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Department of Obstetrics and Gynecology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Elena Ferriols-Perez
- Obstetrics and Gynecology Consorci Parc de Salut Mar, Hospital del Mar, Barcelona, Spain
| | - Rogelio Cruz-Martinez
- Fetal Medicine Department, Instituto Medicina Fetal México, Children and Women's Specialty Hospital of Querétaro, Querétaro, Mexico
| | - Marian Kacerovsky
- University Hospital Hradec Kralove, Charles University, Faculty of Medicine, Hradec Kralove, Czech Republic
| | - Elena Scazzocchio
- Atencio a la Salut Sexual i Reproductiva (ASSIR) de Barcelona, Primary Care Center, Catalan Institut of Health, Barcelona, Spain
| | - Lucie Roubalova
- The Fetal Medicine Center, Department of Obstetrics and Gynecology Palacky University Hospital, Olomouc, Czech Republic
| | - Pamela Socias
- Maternal Fetal Medicine Unit, Department of Obstetrics and Gynecology, University of Chile Hospital, Santiago, Chile
| | - Lubomir Hašlík
- Institute for the Care of Mother and Child, the Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jan Modzelewski
- First Department of Obstetrics and Gynecology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Eran Ashwal
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Department of Obstetrics and Gynecology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Julia Castellá-Cesari
- Obstetrics and Gynecology Consorci Parc de Salut Mar, Hospital del Mar, Barcelona, Spain
| | - Monica Cruz-Lemini
- Maternal Fetal Medicine Department, Hospital de Especialidades del Niño y la Mujer, Dr Felipe Nuñez Lara, Querétaro, Mexico
| | - Eduard Gratacos
- BCNatal-Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital San Joan de Deu, Barcelona, Spain
| | - Francesc Figueras
- BCNatal-Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Clínic and Hospital San Joan de Deu, Barcelona, Spain.
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Wondemagegn AT, Bekana M, Bekuretsion Y, Afework M. The effect of possible mediators on the association between chewing khat during pregnancy and fetal growth and newborn size at birth in Eastern Ethiopia. BMC Pregnancy Childbirth 2024; 24:63. [PMID: 38218789 PMCID: PMC10787403 DOI: 10.1186/s12884-024-06243-2] [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: 05/05/2023] [Accepted: 01/01/2024] [Indexed: 01/15/2024] Open
Abstract
INTRODUCTION Restriction in the growth of the fetus is a leading cause of stillbirth, neonatal mortality, and short- and long-term morbidity. Documented existing scientific evidence have shown the effects of maternal drugs use, alcohol drinking, tobacco smoking, cocaine use and heroin use on fetal growth restriction. However, data is lacking on the effects of khat chewing during pregnancy on fetal growth status and newborn size at birth. Therefore, the aim of the present study was to measure the effect of chewing khat during pregnancy on fetal growth and size at birth in eastern Ethiopia. METHOD A cohort study was conducted in selected health institutions in eastern Ethiopia. All pregnant women fulfilled the eligibility criteria in the selected health institutions was the source population. The calculated sample size of exposed and unexposed groups included in the study, in total, was 344. Data collection was performed prospectively by interviewers administered questionnaires, and anthropometric, clinical and ultrasound measurements. Data was analyzed using SPSS version 27 and STATA version 16 software. The survival analysis (cox proportional hazards model) and generalized linear model (GLM) for the binomial family analysis were performed to estimate the crude and adjusted relative risk and attributable risk (AR) with corresponding 95% CI of chewing khat on fetal growth restriction. The mediation effect has been examined through Generalized Structural Equation Modeling (GSEM) analysis using the Stata 'gsem' command. Statistically significant association was declared at p-value less than 5%. RESULTS In the present study, the incidence of fetal growth restriction (FGR) among the study cohorts was 95 (29.7%); of this, 81 (85.3%) were among khat chewer cohorts. The relative risk of fetal growth restriction among khat chewer cohort mothers was significantly higher (aRR = 4.32; 95%CI 2.62-7.12). Moreover, the incidence of small for gestational age at birth among the present study cohorts was 100 (31.3%); 84 (84%) were from khat chewer cohorts' deliveries. More importantly, in the present study, 98.95% of the ultrasound-identified fetuses with FGR were found to be SGA at birth. Hence, in the current study, FGR was highly associated with SGA at birth. In additional analysis, the regression coefficient of khat chewing during pregnancy on fetal growth restriction has been decreased in size from path o, β = 0.43, p < 0.001 to path o', β = 0.32, p < 0.001, after adjusting for gestational hypertension and maternal anemia. CONCLUSION In sum, the present study showed khat chewing during pregnancy is not simply affected the mothers, but it also affected the unborn fetuses. Therefore, the health workers as well as the local community and religious leaders should give high emphasis on provision of health education regarding the damage of chewing khat by pregnant mothers, with especial focus of the effects on their fetuses.
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Affiliation(s)
- Amsalu Taye Wondemagegn
- Department of Anatomy, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.
- Department of Biomedical Sciences, School of Medicine, Debre Markos University, Debre Markos, Ethiopia.
| | - Miressa Bekana
- Department of Obstetrics and Gynecology, School of Medicine, College of Health Sciences, Haramaya University, Harar, Ethiopia
| | - Yonas Bekuretsion
- Department of Pathology, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Mekbeb Afework
- Department of Anatomy, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Mustafa HJ, Javinani A, Muralidharan V, Khalil A. Diagnostic performance of 32 vs 36 weeks ultrasound in predicting late-onset fetal growth restriction and small-for-gestational-age neonates: a systematic review and meta-analysis. Am J Obstet Gynecol MFM 2024; 6:101246. [PMID: 38072237 DOI: 10.1016/j.ajogmf.2023.101246] [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: 05/27/2023] [Revised: 11/21/2023] [Accepted: 11/30/2023] [Indexed: 12/25/2023]
Abstract
OBJECTIVE Fetal growth restriction is an independent risk factor for fetal death and adverse neonatal outcomes. The main aim of this study was to investigate the diagnostic performance of 32 vs 36 weeks ultrasound of fetal biometry in detecting late-onset fetal growth restriction and predicting small-for-gestational-age neonates. DATA SOURCES A systematic search was performed to identify relevant studies published until June 2022, using the databases PubMed, Web of Science, and Scopus. STUDY ELIGIBILITY CRITERIA Cohort studies in low-risk or unselected singleton pregnancies with screening ultrasound performed at ≥32 weeks of gestation were used. METHODS The estimated fetal weight and abdominal circumference were assessed as index tests for the prediction of small for gestational age (birthweight of <10th percentile) and detecting fetal growth restriction (estimated fetal weight of <10th percentile and/or abdominal circumference of <10th percentile). The quality of the included studies was independently assessed by 2 reviewers using the Quality Assessment of Diagnostic Accuracy Studies 2 tool. For the meta-analysis, hierarchical summary area under the receiver operating characteristic curves were constructed, and quantitative data synthesis was performed using random-effects models. RESULTS The analysis included 25 studies encompassing 73,981 low-risk pregnancies undergoing third-trimester ultrasound assessment for growth, of which 5380 neonates (7.3%) were small for gestational age at birth. The pooled sensitivities for estimated fetal weight of <10th percentile and abdominal circumference of <10th percentile in predicting small for gestational age were 36% (95% confidence interval, 27%-46%) and 37% (95% confidence interval, 19%-60%), respectively, at 32 weeks ultrasound and 48% (95% confidence interval, 41%-56%) and 50% (95% confidence interval, 25%-74%), respectively, at 36 weeks ultrasound. The pooled specificities for estimated fetal weight of <10th percentile and abdominal circumference of <10th percentile in detecting small for gestational age were 93% (95% confidence interval, 91%-95%) and 95% (95% confidence interval, 85%-98%), respectively, at 32 weeks ultrasound and 93% (95% confidence interval, 91%-95%) and 97% (95% confidence interval, 85%-98%), respectively, at 36 weeks ultrasound. The observed diagnostic odds ratios for an estimated fetal weight of <10th percentile and an abdominal circumference of <10th percentile in detecting small for gestational age were 8.8 (95% confidence interval, 5.4-14.4) and 11.6 (95% confidence interval, 6.2-21.6), respectively, at 32 weeks ultrasound and 13.3 (95% confidence interval, 10.4-16.9) and 36.0 (95% confidence interval, 4.9-260.0), respectively, at 36 weeks ultrasound. The pooled sensitivity, specificity, and diagnostic odds ratio in predicting fetal growth restriction were 71% (95% confidence interval, 52%-85%), 90% (95% confidence interval, 79%-95%), and 25.8 (95% confidence interval, 14.5-45.8), respectively, at 32 weeks ultrasound and 48% (95% confidence interval, 41%-55%), 94% (95% confidence interval, 93%-96%), and 16.9 (95% confidence interval, 10.8-26.6), respectively, at 36 weeks ultrasound. Abdominal circumference of <10th percentile seemed to have comparable sensitivity to estimated fetal weight of <10th percentile in predicting small-for-gestational-age neonates. CONCLUSION An ultrasound assessment of the fetal biometry at 36 weeks of gestation seemed to have better predictive accuracy for small-for-gestational-age neonates than an ultrasound assessment at 32 weeks of gestation. However, an opposite trend was noted when the outcome was fetal growth restriction. Fetal abdominal circumference had a similar predictive accuracy to that of estimated fetal weight in detecting small-for-gestational-age neonates.
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Affiliation(s)
- Hiba J Mustafa
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, IN (Dr Mustafa); Riley Children and Indiana University Health Fetal Center, Indianapolis, IN (Dr Mustafa).
| | - Ali Javinani
- Maternal Fetal Care Center, Boston Children's Hospital, Harvard Medical School, Boston, MA (Dr Javinani)
| | | | - Asma Khalil
- Fetal Medicine Unit, St George's Hospital, St George's University of London, London, United Kingdom (Dr Khalil); Vascular Biology Research Centre, Molecular and Clinical Sciences Research Institute, St George's University of London, London, United Kingdom (Dr Khalil)
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Bhide A, Meroni A, Frick A, Thilaganathan B. The significance of meeting Dawes-Redman criteria in computerised antenatal fetal heart rate assessment. BJOG 2024; 131:207-212. [PMID: 37039242 DOI: 10.1111/1471-0528.17464] [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: 01/12/2023] [Revised: 03/05/2023] [Accepted: 03/13/2023] [Indexed: 04/12/2023]
Abstract
OBJECTIVE To investigate the significance of not meeting Dawes-Redman criteria on computerised cardiotocography in high-risk pregnancies. DESIGN Retrospective observational study. SETTING UK university hospital. POPULATION High-risk pregnancies undergoing antenatal assessment. METHODS We interrogated the database for records of computerised fetal heart rate assessment and pregnancy outcomes. MAIN OUTCOME MEASURES Neonatal outcome and stillbirths. RESULTS Excluding duplicate assessment in the same pregnancy, 14 025 records with complete information on the criteria of normality having been met and the outcome of the pregnancy were available. Criteria were not met for 907 records (6.46%). The gestational age of assessment was lower in the group not meeting criteria of normality. Overall, 32 stillbirths occurred in normally formed fetuses (2.28/1000). Stillbirths were more frequent in the group not meeting criteria (odds ratio [OR] 8.78, 95% CI 4.28-18.02). This finding persisted even after records with abnormally low short-term variation (STV) were excluded. The confidence intervals around the rate of stillbirth in the two groups overlapped beyond an STV of 8 ms. CONCLUSIONS Approximately 1:16 pregnancies do not meet the criteria of normality. The criteria are not met more often at preterm gestation than at term. The risk of stillbirth was higher in the group not meeting criteria of normality, even if cases with low STV are excluded. Cases not meeting criteria should be followed up closely, unless the STV is ≥8 ms. Stillbirths still occurred in the group meeting criteria, but the rate was lower than in the general population.
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Affiliation(s)
- Amarnath Bhide
- Fetal Medicine Unit, St George's Hospital, London, UK
- Vascular Biology Research Centre, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
| | - Anna Meroni
- Fetal Medicine Unit, St George's Hospital, London, UK
| | | | - Basky Thilaganathan
- Fetal Medicine Unit, St George's Hospital, London, UK
- Vascular Biology Research Centre, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
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Hertting E, Herling L, Lindqvist PG, Wiberg‐Itzel E. Importance of antenatal identification of small for gestational age fetuses on perinatal and childhood outcomes: A register-based cohort study. Acta Obstet Gynecol Scand 2024; 103:42-50. [PMID: 37875267 PMCID: PMC10755121 DOI: 10.1111/aogs.14697] [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: 05/26/2023] [Revised: 09/28/2023] [Accepted: 09/29/2023] [Indexed: 10/26/2023]
Abstract
INTRODUCTION Fetal growth restriction (FGR) is associated with increased risk for stillbirth, perinatal morbidity, cerebral palsy, neurodevelopmental disorders and cardiovascular disease later in life. Identifying small-for-gestational-age (SGA) fetuses is crucial for the diagnosis of FGR. The aim of this study was to investigate the association between antenatal identification of SGA fetuses and severe adverse perinatal and childhood outcome. MATERIAL AND METHODS A register-based cohort study of all newborns delivered in Stockholm in 2014 and 2017. INCLUSION CRITERIA singleton pregnancies without chromosomal aberrations or structural abnormalities, with a gestational age at delivery between 22+0 and 43+0 (n = 48 843). Data from childbirth records were linked to data from nationwide Swedish registers. Pregnancy including offspring data were reviewed. Adverse outcomes for non-identified and identified SGA newborns were compared using logistic regression models. Primary outcome was a composite outcome called severe adverse outcome, defined as at least one of the following: stillbirth, severe newborn distress (Apgar score <4 at 5 min, pH <7 or resuscitation activities >10 min), severe neonatal outcome (hypoxic ischemic encephalopathy 2-3, necrotizing enterocolitis, neonatal seizures, intraventricular hemorrhage grade 3-4, bronchopulmonary disease or death at <1 year), severe childhood outcome (cognitive impairment or motor impairment or cerebral palsy or hearing impairment or visual impairment or death at 1-3 years old). Secondary outcomes were stillbirth, severe newborn distress, severe neonatal outcome, severe childhood outcome. RESULTS No association was found between antenatal identification of SGA fetuses and severe adverse outcome using the complete composite outcome (adjusted odds ratio [aOR] 1.19, 95% confidence interval [CI] 0.93-1.53). In subgroup analyses, non-identified SGA fetuses had an almost fivefold increased risk for stillbirth (aOR 4.79, 95% CI 2.63-8.72) and an increased risk for severe newborn distress (aOR 1.36, 95% CI 1.02-1.82), but a decreased risk for severe childhood outcome (aOR 0.63, 95% CI 0.40-0.99). No association was found between antenatal identification of SGA and severe neonatal outcome. CONCLUSIONS Non-identified SGA fetuses have an increased risk for stillbirth and severe newborn distress. Conversely, identified SGA fetuses have an increased risk for severe childhood outcome.
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Affiliation(s)
- Emma Hertting
- Department of Clinical Science and EducationKarolinska Institutet, SödersjukhusetStockholmSweden
- Department of Obstetrics and GynecologySödersjukhusetStockholmSweden
| | - Lotta Herling
- Center for Fetal MedicineKarolinska University HospitalStockholmSweden
- Department of Clinical ScienceIntervention and Technology, Karolinska InstitutetStockholmSweden
| | - Pelle G. Lindqvist
- Department of Clinical Science and EducationKarolinska Institutet, SödersjukhusetStockholmSweden
- Department of Obstetrics and GynecologySödersjukhusetStockholmSweden
| | - Eva Wiberg‐Itzel
- Department of Clinical Science and EducationKarolinska Institutet, SödersjukhusetStockholmSweden
- Department of Obstetrics and GynecologySödersjukhusetStockholmSweden
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Crawford K, Hong J, Kumar S. Mediation analysis quantifying the magnitude of stillbirth risk attributable to small for gestational age infants. Am J Obstet Gynecol MFM 2023; 5:101187. [PMID: 37832646 DOI: 10.1016/j.ajogmf.2023.101187] [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: 09/26/2023] [Revised: 10/06/2023] [Accepted: 10/07/2023] [Indexed: 10/15/2023]
Abstract
BACKGROUND Many risk factors for stillbirth are linked to placental dysfunction, which leads to suboptimal intrauterine growth and small for gestational age infants. Such infants also have an increased risk for stillbirth. OBJECTIVE This study aimed to investigate the effect of known causal risk factors for stillbirth, and to identify those that have a large proportion of their risk mediated through small for gestational age birth. STUDY DESIGN This retrospective cohort study used data from all births in the state of Queensland, Australia between 2000 and 2018. The total effects of exposures on the odds of stillbirth were determined using multivariable, clustered logistic regression models. Mediation analysis was performed using a counterfactual approach to determine the indirect effect and percentage of effect mediated through small for gestational age. For risk factors significantly mediated through small for gestational age, the relative risks of stillbirth were compared between small for gestational age and appropriate for gestational age infants. We also investigated the proportion of risk mediated via small for gestational age for late stillbirths (≥28 weeks). RESULTS The initial data set consisted of 1,105,612 births. After exclusions, the final study cohort constituted 925,053 births. Small for gestational age births occurred in 9.9% (91,859/925,053) of the study cohort. Stillbirths occurred in 0.5% of all births (4234/925,053) and 1.5% of small for gestational age births (1414/91,859). Births at ≥28 weeks occurred in 99.4% (919,650/925,053) of the study cohort and in 98.9% (90,804/91,859) of all small for gestational age births. Of the ≥28-week births, stillbirths occurred in 0.2% (2156/919,650) of all births and 0.8% (677/90,804) of the small for gestational age births. Overall, increased odds of stillbirth were significantly mediated through small for gestational age for age <20 years, low socioeconomic status, Indigenous ethnicity, birth in sub-Saharan and North Africa or the Middle East, smoking, nulliparity, multiple pregnancy, assisted conception, previous stillbirth, preeclampsia, and renal disease. Preeclampsia had the largest proportion mediated through small for gestational age (66.7%), followed by nulliparity (61.6%), smoking (29.4%), North-African or Middle Eastern ethnicity (27.6%), multiple pregnancy (26.3%), low socioeconomic status (25.8%), and Indigenous status (18.7%). Sensitivity analysis showed that for late stillbirths, the portions mediated through small for gestational age remained very similar for many of the risk factors. CONCLUSION Although small for gestational age is an important mediator between many pregnancy risk factors and stillbirth, mitigating the risk of small for gestational age is likely to be of value only when it is a major contributor in the pathway to fetal demise.
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Affiliation(s)
- Kylie Crawford
- Mater Research Institute, University of Queensland, Brisbane, Australia (Drs Crawford, Hong, and Kumar); University of Queensland Mayne Medical School, University of Queensland, Brisbane, Australia (Drs Crawford, Hong, and Kumar); School of Public Health, University of Queensland, Brisbane, Australia (Dr Crawford)
| | - Jesrine Hong
- Mater Research Institute, University of Queensland, Brisbane, Australia (Drs Crawford, Hong, and Kumar); University of Queensland Mayne Medical School, University of Queensland, Brisbane, Australia (Drs Crawford, Hong, and Kumar); Department of Obstetrics and Gynaecology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia (Dr Hong)
| | - Sailesh Kumar
- Mater Research Institute, University of Queensland, Brisbane, Australia (Drs Crawford, Hong, and Kumar); University of Queensland Mayne Medical School, University of Queensland, Brisbane, Australia (Drs Crawford, Hong, and Kumar); National Health and Medical Research Council, Centre of Research Excellence in Stillbirth, Mater Research Institute, University of Queensland, Brisbane, Australia (Dr Kumar).
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Tokoro S, Koshida S, Tsuji S, Katsura D, Ono T, Murakami T, Takahashi K. Insufficient antenatal identification of fetal growth restriction leading to intrauterine fetal death: a regional population-based study in Japan. J Matern Fetal Neonatal Med 2023; 36:2167075. [PMID: 36646445 DOI: 10.1080/14767058.2023.2167075] [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: 01/18/2023]
Abstract
OBJECTIVE Fetal growth restriction (FGR) is associated with perinatal adverse outcomes including intrauterine fetal death. Antenatally unidentified FGR has a higher risk of intrauterine fetal death than that identified antenatally. We, therefore, investigated the antenatal identification of FGR among intrauterine fetal deaths, and assessed the perinatal factors associated with the identification of FGR. METHODS This retrospective and population-based study reviewed all stillbirths in Shiga Prefecture, Japan, from 2007 to 2016 with exclusion criteria of multiple births, births at unidentified gestational weeks or < 22 gestational weeks, and lethal disorders. We analyzed cases of FGR, using the Japanese clinical definition: Z-score of estimated fetal weight for gestational age <-1.5 standard deviations (SD). RESULTS We identified 94 stillbirths with FGR among 429 stillbirths. Thirty-seven cases were antenatally identified during pregnancy management (39%). Dividing cases by a Z-score of -2.5 SD, 51 cases were classified as ≤-2.5 SD. Twenty-eight of the 51 cases (55%) with a Z-score <-2.5 SD were antenatally identified as having FGR, whereas 9 of the 43 cases (21%) with a Z-score ≥-2.5 SD were antenatally identified as having FGR (p = .002). Among cases with a Z-Score <-2.5 SD, 16 of 21 (76%) beyond 28 weeks' gestation and 12 of 30 (40%) before 28weeks' gestation were antenatally identified as having FGR (p = .023). CONCLUSION Fetal growth restriction leading to intrauterine fetal death in Japan was antenatally identified in less than half of cases. Antenatal identification of FGR was associated with the severity of growth restriction.
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Affiliation(s)
- Shinsuke Tokoro
- Department of Obstetrics and Gynecology, Shiga University of Medical Science, Otsu-city, Japan
| | - Shigeki Koshida
- Perinatal Center, Shiga University of Medical Science, Otsu-city, Japan
| | - Shunichiro Tsuji
- Department of Obstetrics and Gynecology, Shiga University of Medical Science, Otsu-city, Japan
| | - Daisuke Katsura
- Department of Obstetrics and Gynecology, Shiga University of Medical Science, Otsu-city, Japan
| | - Tetsuo Ono
- Department of Obstetrics and Gynecology, Omihachiman Community Medical Center, Omihachiman-city, Japan
| | - Takashi Murakami
- Department of Obstetrics and Gynecology, Shiga University of Medical Science, Otsu-city, Japan
| | - Kentaro Takahashi
- Perinatal Center, Shiga University of Medical Science, Otsu-city, Japan
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Verspyck E, Thill C, Ego A, Machevin E, Brasseur-Daudruy M, Ickowicz V, Blondel C, Degré S, Lefebure A, Braund S, Benichou J. Screening for small for gestational age infants in early vs late third-trimester ultrasonography: a randomized trial. Am J Obstet Gynecol MFM 2023; 5:101162. [PMID: 37717697 DOI: 10.1016/j.ajogmf.2023.101162] [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: 06/06/2023] [Revised: 09/01/2023] [Accepted: 09/09/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND Recent studies have demonstrated that a routine third-trimester ultrasound scan may improve the detection of small for gestational age infants when compared with clinically indicated ultrasound scans but with no reported reduction in severe perinatal morbidity. Establishing the optimal gestational age for the third-trimester examination necessitates evaluation of the ability to detect small for gestational age infants and to predict maternal and perinatal outcomes. Intrauterine growth restriction most often corresponds with small for gestational age infants associated with pathologic growth patterns. OBJECTIVE This study aimed to assess the performance of routine early ultrasound scans vs late ultrasound scans during the third trimester of pregnancy to identify small for gestational age infants and fetuses with intrauterine growth restriction. STUDY DESIGN This was an open-label, randomized, parallel trial conducted in Upper Normandy, France, from 2012 to 2015. The study eligibility criteria were heathy, nulliparous women older than 18 years with gestational age determined using the crown-rump length at the first trimester routine scan and with no fetal malformation or suspected small for gestational age fetus at the routine second trimester scan. Pregnant women were randomly assigned to a third-trimester scan group at 31 weeks gestational age ±6 days (early ultrasound scan) or at 35 weeks gestational age ±6 days (late ultrasound scan). The primary outcome of this trial was the ability of a third trimester scan to predict small for gestational age infants (customized birth weight <10th percentile) and intrauterine growth restriction (customized birth weight RESULTS Results from 1853 women assigned to the early ultrasound scan group and 1848 women assigned to the late ultrasound scan group were analyzed. The sensitivity was found to be higher in the late ultrasound scan group than in the early ultrasound scan group, both for identifying small for gestational age infants (27%; 22%-32% vs 17%; 13%-22%; P=.004) and intrauterine growth restriction (44%; 35%-54% vs 18%; 11%-27%; P<.001). There was little difference in the specificity between the late ultrasound scan and early ultrasound scan groups in identifying cases of small for gestational age (97%; 96%-98% and 98%; 97%-99%, respectively; P=.04) and intrauterine growth restriction (96%; 95%-97% and 97%; 96%;-97%, respectively; P=.24). Overall, the maternal and neonatal outcomes were comparable between the early ultrasound scan and late ultrasound scan groups with the exception of additional (at least 1) ultrasound scans performed (25% in the early ultrasound scan group vs 19% in the late ultrasound scan group; P<.001). Rates of perinatal death (0.4% vs 0.8%; P=.12) and adverse perinatal outcomes (1.8% vs 2.7%; P=.08) were comparable between the early ultrasound scan and late ultrasound scan assigned groups, and the overall sensitivity to detect small for gestational age infants and intrauterine growth restriction, including in the last ultrasound scan performed before delivery, were also similar (30%; 25%-36% vs 26%; 21%-31%; P=.23; and 50%; 40%-60% vs 38%; 28%-48%; P=.07). CONCLUSION A late ultrasound scan performed in the third trimester increases the probability of detecting small for gestational age infants and intrauterine growth restriction with fewer additional scans reported than for the early ultrasound scan group. The overall perinatal outcome risk was comparable between the 2 groups. However, the overall sensitivity for detecting small for gestational age fetuses and intrauterine growth restriction, including in the last ultrasound scan performed before delivery, remains comparable between the late ultrasound scan and early ultrasound scan groups.
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Affiliation(s)
- Eric Verspyck
- Department of Obstetrics and Gynecology, Rouen University Hospital, Rouen, France (Drs Verspyck, Brasseur-Daudruy, Braund, and Benichou).
| | - Caroline Thill
- Department of Biostatistics, Rouen University Hospital, Rouen, France (Dr Thill)
| | - Anne Ego
- University Grenoble Alpes, CNRS, Public Health Department CHU Grenoble Alpes, Grenoble Institute of Engineering, TIMC-IMAG, 38000 Grenoble, France (Dr Ego); INSERM UMR 1153, Obstetrical, Perinatal and Pediatric Epidemiology Research Team (EPOPé), Center for Epidemiology and Statistics Sorbonne Paris Cité (CRESS), FHU PREMA, Paris Descartes University, Paris, France (Dr Ego)
| | - Elise Machevin
- Department of Obstetrics and Gynecology, Evreux Hospital, Evreux, France (Dr Machevin)
| | - Marie Brasseur-Daudruy
- Department of Obstetrics and Gynecology, Rouen University Hospital, Rouen, France (Drs Verspyck, Brasseur-Daudruy, Braund, and Benichou)
| | - Valentine Ickowicz
- Department of Obstetrics and Gynecology, Belvedere Hospital, Mont Saint Aignan, France (Dr Ickowicz)
| | - Caroline Blondel
- Department of Obstetrics and Gynecology, Mathilde Private Clinic, Rouen, France (Dr Blondel)
| | - Sophie Degré
- Department of Obstetrics and Gynecology, Le Havre Hospital, Le Havre, France (Dr Degré)
| | - Anne Lefebure
- Department of Obstetrics and Gynecology, Elbeuf Hospital, Elbeuf, France (Dr Lefebure)
| | - Sophia Braund
- Department of Obstetrics and Gynecology, Rouen University Hospital, Rouen, France (Drs Verspyck, Brasseur-Daudruy, Braund, and Benichou)
| | - Jacques Benichou
- Department of Obstetrics and Gynecology, Rouen University Hospital, Rouen, France (Drs Verspyck, Brasseur-Daudruy, Braund, and Benichou); Inserm U1018, University of Rouen and University Paris-Saclay, Rouen, France (Dr Benichou); Department of Biostatistics, Rouen University Hospital, Rouen, France (Dr Benichou)
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22
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Gyllencreutz E, Varli IH, Johansson K, Lindqvist PG, Holzmann M. The association between undetected small-for-gestational age and abnormal admission cardiotocography: A registry-based study. BJOG 2023; 130:1412-1420. [PMID: 37186444 DOI: 10.1111/1471-0528.17504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE To assess the association between undetected small-for-gestational age (SGA) fetuses and abnormal admission cardiotocography (admCTG) in a low-risk population. DESIGN An observational study. SETTING Four hospitals in Stockholm-Gotland, Sweden. SAMPLE A cohort of 127 461 deliveries between 1 February 2012 and 15 June 2020. METHODS This cohort was linked to the Swedish Neonatal Quality Register. Pregnancies were designated as high or low risk at the time of admission to the labour ward according to pre-defined risk measures. SGA was defined as a birthweight at or below the tenth centile and at or below the third centile for gestational age. MAIN OUTCOME MEASURES The main outcome was the proportion of undetected SGA by admCTG (normal or abnormal). The secondary outcome was a composite severe adverse neonatal outcome for fetuses born less than 6 hours after admission (Apgar score <4 at 5 minutes, hypoxic-ischaemic encephalopathy grade of 2-3, neonatal seizures and neonatal death). RESULTS The rate of abnormal admCTG was 4.9%. The proportion of SGA at or below the tenth centile was higher in the abnormal admCTG group than in the normal admCTG group, 18.6% versus 9.7% (odds ratio 2.1, 95% CI 1.9-2.3). Abnormal admCTG and SGA (≤10th) was associated with a more than 20-fold increased risk of an adverse outcome compared with normal admCTG and non-SGA (adjusted odds ratio 23.7, 95% CI 9.8-57.3). The latter had a risk of 1/2000 of an adverse outcome. CONCLUSIONS In this low-risk population, undetected SGA fetuses were more prone to having abnormal admCTG and had a substantially higher risk of severe adverse neonatal outcomes.
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Affiliation(s)
- Erika Gyllencreutz
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Department of Obstetrics and Gynaecology, Östersund Hospital, Region Jämtland Härjedalen, Östersund, Sweden
| | - Ingela Hulthén Varli
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Medical Unit Pregnancy and Childbirth, Karolinska University Hospital, Stockholm, Sweden
| | - Kari Johansson
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Pelle G Lindqvist
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Malin Holzmann
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Medical Unit Pregnancy and Childbirth, Karolinska University Hospital, Stockholm, Sweden
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23
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Papastefanou I, Gyokova E, Gungil B, Syngelaki A, Nicolaides KH. Prediction of adverse perinatal outcome at midgestation. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2023; 62:195-201. [PMID: 37289959 DOI: 10.1002/uog.26285] [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] [Received: 04/26/2023] [Revised: 05/22/2023] [Accepted: 05/26/2023] [Indexed: 06/10/2023]
Abstract
OBJECTIVES First, to investigate the association between adverse neonatal outcomes and birth weight and gestational age at delivery. Second, to describe the distribution of adverse neonatal outcomes within different risk strata derived by a population stratification scheme based on the midgestation risk assessment for small-for-gestational-age (SGA) neonates using a competing-risks model. METHODS This was a prospective observational cohort study in women with a singleton pregnancy attending a routine hospital visit at 19 + 0 to 23 + 6 weeks' gestation. The incidence of neonatal unit (NNU) admission for ≥ 48 h was evaluated within different birth-weight-percentile subgroups. The pregnancy-specific risk of delivery with SGA < 10th percentile at < 37 weeks was estimated by the competing-risks model for SGA, combining maternal factors and the likelihood functions of Z-score of sonographically estimated fetal weight and uterine artery pulsatility index multiples of the median. The population was stratified into six risk categories: > 1 in 4, > 1 in 10 to ≤ 1 in 4, > 1 in 30 to ≤ 1 in 10, > 1 in 50 to ≤ 1 in 30, > 1 in 100 to ≤ 1 in 50 and ≤ 1 in 100. The outcome measures were admission to the NNU for a minimum of 48 h, perinatal death and major neonatal morbidity. The incidence of each adverse outcome was estimated in each risk stratum. RESULTS In the study population of 40 241 women, 0.8%, 2.5%, 10.8%, 10.2%, 19.0% and 56.7% were in the risk strata > 1 in 4, > 1 in 10 to ≤ 1 in 4, > 1 in 30 to ≤ 1 in 10, > 1 in 50 to ≤ 1 in 30, > 1 in 100 to ≤ 1 in 50 and ≤ 1 in 100, respectively. Women in higher-risk strata were more likely to deliver a baby that suffered an adverse outcome. The incidence of NNU admission for ≥ 48 h was highest in the > 1 in 4 risk stratum (31.9% (95% CI, 26.9-36.9%)) and it gradually decreased until the ≤ 1 in 100 risk stratum (5.6% (95% CI, 5.3-5.9%)). The mean gestational age at delivery in SGA cases with NNU admission for ≥ 48 h was 32.9 (95% CI, 32.2-33.7) weeks for risk stratum > 1 in 4 and progressively increased to 37.5 (95% CI, 36.8-38.2) weeks for risk stratum ≤ 1 in 100. The incidence of NNU admission for ≥ 48 h was highest for neonates with birth weight below the 1st percentile (25.7% (95% CI, 23.0-28.5%)) and decreased progressively until the 25th to < 75th percentile interval (5.4% (95% CI, 5.1-5.7%)). Preterm SGA neonates < 10th percentile had significantly higher incidence of NNU admission for ≥ 48 h compared with preterm non-SGA neonates (48.7% (95% CI, 45.0-52.4%) vs 40.9% (95% CI, 38.5-43.3%); P < 0.001). Similarly, term SGA neonates < 10th percentile had significantly higher incidence of NNU admission for ≥ 48 h compared with term non-SGA neonates (5.8% (95% CI, 5.1-6.5%) vs 4.2% (95% CI, 4.0-4.4%); P < 0.001). CONCLUSIONS Birth weight has a continuous association with the incidence of adverse neonatal outcomes, which is affected by gestational age. Pregnancies at high risk of SGA, estimated at midgestation, are also at increased risk for adverse neonatal outcomes. © 2023 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- I Papastefanou
- Fetal Medicine Research Institute, King's College Hospital, London, UK
- Institute of Women and Children's Health, School of Life Course and Population Sciences, King's College London, London, UK
| | - E Gyokova
- Fetal Medicine Research Institute, King's College Hospital, London, UK
| | - B Gungil
- Fetal Medicine Research Institute, King's College Hospital, London, UK
| | - A Syngelaki
- Fetal Medicine Research Institute, King's College Hospital, London, UK
- Institute of Women and Children's Health, School of Life Course and Population Sciences, King's College London, London, UK
| | - K H Nicolaides
- Fetal Medicine Research Institute, King's College Hospital, London, UK
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24
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Albaiges G, Papastefanou I, Rodriguez I, Prats P, Echevarria M, Rodriguez MA, Rodriguez Melcon A. External validation of Fetal Medicine Foundation competing-risks model for midgestation prediction of small-for-gestational-age neonates in Spanish population. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2023; 62:202-208. [PMID: 36971008 DOI: 10.1002/uog.26210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 02/23/2023] [Accepted: 03/20/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVE To examine the external validity of the new Fetal Medicine Foundation (FMF) competing-risks model for prediction in midgestation of small-for-gestational-age (SGA) neonates. METHODS This was a single-center prospective cohort study of 25 484 women with a singleton pregnancy undergoing routine ultrasound examination at 19 + 0 to 23 + 6 weeks' gestation. The FMF competing-risks model for the prediction of SGA combining maternal factors and midgestation estimated fetal weight by ultrasound scan (EFW) and uterine artery pulsatility index (UtA-PI) was used to calculate risks for different cut-offs of birth-weight percentile and gestational age at delivery. The predictive performance was evaluated in terms of discrimination and calibration. RESULTS The validation cohort was significantly different in composition compared with the FMF cohort in which the model was developed. In the validation cohort, at a 10% false-positive rate (FPR), maternal factors, EFW and UtA-PI yielded detection rates of 69.6%, 38.7% and 31.7% for SGA < 10th percentile with delivery at < 32, < 37 and ≥ 37 weeks' gestation, respectively. The respective values for SGA < 3rd percentile were 75.7%, 48.2% and 38.1%. Detection rates in the validation cohort were similar to those reported in the FMF study for SGA with delivery at < 32 weeks but lower for SGA with delivery at < 37 and ≥ 37 weeks. Predictive performance in the validation cohort was similar to that reported in a subgroup of the FMF cohort consisting of nulliparous and Caucasian women. Detection rates in the validation cohort at a 15% FPR were 77.4%, 50.0% and 41.5% for SGA < 10th percentile with delivery at < 32, < 37 and ≥ 37 weeks, respectively, which were similar to the respective values reported in the FMF study at a 10% FPR. The model had satisfactory calibration. CONCLUSION The new competing-risks model for midgestation prediction of SGA developed by the FMF performs well in a large independent Spanish population. © 2023 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- G Albaiges
- Fetal Medicine Unit, Obstetrics Service, Department of Obstetrics, Gynecology and Reproductive Medicine, University Hospital Quirón Dexeus, Barcelona, Spain
| | - I Papastefanou
- Fetal Medicine Research Institute, King's College Hospital, London, UK
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - I Rodriguez
- Epidemiological Unit, Department of Obstetrics, Gynecology and Reproductive Medicine, University Hospital Quiron Dexeus, Barcelona, Spain
| | - P Prats
- Fetal Medicine Unit, Obstetrics Service, Department of Obstetrics, Gynecology and Reproductive Medicine, University Hospital Quirón Dexeus, Barcelona, Spain
| | - M Echevarria
- Fetal Medicine Unit, Obstetrics Service, Department of Obstetrics, Gynecology and Reproductive Medicine, University Hospital Quirón Dexeus, Barcelona, Spain
| | - M A Rodriguez
- Fetal Medicine Unit, Obstetrics Service, Department of Obstetrics, Gynecology and Reproductive Medicine, University Hospital Quirón Dexeus, Barcelona, Spain
| | - A Rodriguez Melcon
- Fetal Medicine Unit, Obstetrics Service, Department of Obstetrics, Gynecology and Reproductive Medicine, University Hospital Quirón Dexeus, Barcelona, Spain
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25
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Hutter J, Al-Wakeel A, Kyriakopoulou V, Matthew J, Story L, Rutherford M. Exploring the role of a time-efficient MRI assessment of the placenta and fetal brain in uncomplicated pregnancies and these complicated by placental insufficiency. Placenta 2023; 139:25-33. [PMID: 37295055 DOI: 10.1016/j.placenta.2023.05.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 02/24/2023] [Accepted: 05/20/2023] [Indexed: 06/12/2023]
Abstract
INTRODUCTION The development of placenta and fetal brain are intricately linked. Placental insufficiency is related to poor neonatal outcomes with impacts on neurodevelopment. This study sought to investigate whether simultaneous fast assessment of placental and fetal brain oxygenation using MRI T2* relaxometry can play a complementary role to US and Doppler US. METHODS This study is a retrospective case-control study with uncomplicated pregnancies (n = 99) and cases with placental insufficiency (PI) (n = 49). Participants underwent placental and fetal brain MRI and contemporaneous ultrasound imaging, resulting in quantitative assessment including a combined MRI score called Cerebro-placental-T2*-Ratio (CPTR). This was assessed in comparison with US-derived Cerebro-Placental-Ratio (CPR), placental histopathology, assessed using the Amsterdam criteria [1], and delivery details. RESULTS Pplacental and fetal brain T2* decreased with increasing gestational age in both low and high risk pregnancies and were corrected for gestational-age alsosignificantly decreased in PI. Both CPR and CPTR score were significantly correlated with gestational age at delivery for the entire cohort. CPTR was, however, also correlated independently with gestational age at delivery in the PI cohort. It furthermore showed a correlation to birth-weight-centile in healthy controls. DISCUSSION This study indicates that MR analysis of the placenta and brain may play a complementary role in the investigation of fetal development. The additional correlation to birth-weight-centile in controls may suggest a role in the determination of placental health even in healthy controls. To our knowledge, this is the first study assessing quantitatively both placental and fetal brain development over gestation in a large cohort of low and high risk pregnancies. Future larger prospective studies will include additional cohorts.
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Affiliation(s)
- Jana Hutter
- Centre for the Developing Brain, King's College London, UK; Centre for Medical Engineering, King's College London, UK.
| | - Ayman Al-Wakeel
- GKT School of Medical Education, King's College London, London, UK
| | - Vanessa Kyriakopoulou
- Centre for the Developing Brain, King's College London, UK; Centre for Medical Engineering, King's College London, UK
| | - Jacqueline Matthew
- Centre for the Developing Brain, King's College London, UK; Centre for Medical Engineering, King's College London, UK
| | - Lisa Story
- Centre for the Developing Brain, King's College London, UK; Institute for Women's and Children's Health, King's College London, UK; Fetal Medicine Unit, St Thomas' Hospital, London, UK
| | - Mary Rutherford
- Centre for the Developing Brain, King's College London, UK; Centre for Medical Engineering, King's College London, UK
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26
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Pritchard NL, Hiscock R, Walker SP, Tong S, Lindquist AC. Defining poor growth and stillbirth risk in pregnancy for infants of mothers with overweight and obesity. Am J Obstet Gynecol 2023; 229:59.e1-59.e12. [PMID: 36623632 DOI: 10.1016/j.ajog.2022.12.322] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 12/17/2022] [Accepted: 12/19/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Mothers who are obese carry heavier fetuses and have lower rates of small for gestational age (<10th birthweight centile) infants. However, their infants may be growth-restricted (with an increased risk of stillbirth) at a higher birthweight centile compared with infants from healthy-weight women. OBJECTIVE This study aimed to quantify the birthweight centile at which the risk of stillbirth in infants born to obese women equaled that of <10th-centile infants born to healthy-weight women, and clarify the relationship between maternal body mass index, infant size, and stillbirth. STUDY DESIGN We conducted a retrospective cohort study on all infants born in Victoria, Australia, from 2009 to 2019 (754,946 cases for analysis). We applied uncustomized birthweight centiles to all infants, and stratified the maternal cohort by body mass index (<20 kg/m2, 20-25 kg/m2, 25-30 kg/m2, 30-35 kg/m2, 35-40 kg/m2, ≥40 kg/m2). For each body mass index category, we assessed proportions of infants born <10th centile and <3rd centile, stillbirth rates among infants of all sizes, and small for gestational age infants. We calculated the stillbirth rate (per 1000) and relative risk (risk of stillbirth if born <10th centile vs >10th centile) for healthy-weight women (body mass index, 20-25 kg/m2). We then determined the birthweight centile for infants born to mothers within other body mass index categories that equaled that rate or risk. RESULTS Stillbirth rates increased with increasing maternal body mass index. Infants classified as small for gestational age (<10th centile) from mothers with high body mass index had a higher risk of stillbirth (relative risk, 3.15; 95% confidence interval, 2.22-4.47; for mothers with body mass index ≥40 kg/m2 vs healthy-weight mothers [body mass index, 20-25 kg/m2]). The stillbirth rate (stillborn infants per 1000 births) among <10th-centile infants born to healthy-weight mothers was 7.5 per 1000. The same stillbirth rate was observed at higher birthweight centiles for infants of women with higher body mass index (<18th centile for those with a body mass index of 25-30 kg/m2, <25th centile for body mass index of 30-35 kg/m2, <31st centile for body mass index of 35-40 kg/m2, <41st centile for body mass index of ≥40 kg/m2). The relative risk of stillbirth among small for gestational age infants of healthy-weight mothers was 5.46 (95% confidence interval, 4.65-6.40). The birthweight centile with a comparable relative risk of stillbirth increased with increasing body mass index (<16th centile for women with body mass index of 25-30 kg/m2, <19th centile for body mass index of 30-35 kg/m2, <28th centile for body mass index of 35-40 kg/m2, <30th centile for body mass index ≥40 kg/m2). CONCLUSION Obesity affects the relationship between infant size and perinatal mortality. The stillbirth risk observed in <10th-centile infants from healthy-weight mothers occurs at higher birthweight centiles with overweight or obese mothers. Clinicians should be aware that the same infant risk exists at a higher birthweight centile for women with higher body mass index.
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Affiliation(s)
- Natasha L Pritchard
- Department of Obstetrics and Gynaecology, The University of Melbourne, Melbourne, Australia; Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Australia.
| | - Richard Hiscock
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Australia
| | - Susan P Walker
- Department of Obstetrics and Gynaecology, The University of Melbourne, Melbourne, Australia; Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Australia
| | - Stephen Tong
- Department of Obstetrics and Gynaecology, The University of Melbourne, Melbourne, Australia; Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Australia
| | - Anthea C Lindquist
- Department of Obstetrics and Gynaecology, The University of Melbourne, Melbourne, Australia; Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Australia
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Al-Thuwaynee S. Assessing the efficacy and safety of Sildenafil vs. Nifedipine in improving endometrial blood flow and thickness in women with recurrent first-trimester miscarriage. J Med Life 2023; 16:890-894. [PMID: 37675159 PMCID: PMC10478652 DOI: 10.25122/jml-2023-0068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 04/10/2023] [Indexed: 09/08/2023] Open
Abstract
Endometrial thickness and uterine blood flow influence pregnancy continuation until term. Nifedipine, a type II calcium channel blocker, and Sildenafil, a type 5-specific phosphodiesterase inhibitor, have shown the potential to improve these factors. This study aims to compare the safety and efficacy of Nifedipine and Sildenafil in improving endometrial blood flow and thickness in Iraqi women with recurrent first-trimester miscarriages. Women with unexplained recurrent pregnancy loss in the first trimester (non-pregnant during the study) were randomly assigned to two groups. Transvaginal color Doppler ultrasound assessed uterine artery pulsatility, resistance indexes, and endometrial thickness during the second phase of the menstrual cycle (day 15 to day 25). The first group received oral Nifedipine (10 mg) twice daily, while the second group received oral Sildenafil citrate (20 mg) every 8 hours from day 5 to day 25. Baseline measurements showed no significant differences in pulsatility index between the groups (2.02±0.52 for Nifedipine, 2.03±0.49 for Sildenafil, p=0.927). Sildenafil treatment resulted in a more noticeable reduction in the pulsatility index. The resistive index had a significant difference in baseline readings (0.98±0.14 for Nifedipine, 1.06±0.14 for Sildenafil, p=0.033), with Sildenafil showing a more pronounced reduction. Post-treatment, Sildenafil demonstrated a greater improvement in endometrial thickness than Nifedipine (10.09±0.74 mm vs. 9.34±0.50 mm, respectively; p<0.001). Both medications were safe and effective in improving endometrial blood flow and thickness in women with recurrent pregnancy miscarriages, with Sildenafil showing greater efficacy.
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Affiliation(s)
- Saba Al-Thuwaynee
- Department of Obstetrics and Gynecology, College of Medicine, University of Al-Qadisiyah, Al Diwaniyah, Iraq
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28
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Lindqvist PG, Gissler M, Essén B. Is there a relation between stillbirth and low levels of vitamin D in the population? A bi-national follow-up study of vitamin D fortification. BMC Pregnancy Childbirth 2023; 23:359. [PMID: 37198534 DOI: 10.1186/s12884-023-05673-8] [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: 02/18/2023] [Accepted: 05/03/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Stillbirth has been associated with low plasma vitamin D. Both Sweden and Finland have a high proportion of low plasma vitamin D levels (< 50 nmol/L). We aimed to assess the odds of stillbirth in relation to changes in national vitamin D fortification. METHODS We surveyed all pregnancies in Finland between 1994 and 2021 (n = 1,569,739) and Sweden (n = 2,800,730) with live or stillbirth registered in the Medical Birth Registries. The mean incidences before and after changes in the vitamin D food fortification programs in Finland (2003 and 2009) and Sweden (2018) were compared with cross-tabulation with 95% confidence intervals (CI). RESULTS In Finland, the stillbirth rate declined from ~ 4.1/1000 prior to 2003, to 3.4/1000 between 2004 and 2009 (odds ratio [OR] 0.87, 95% CI 0.81-0.93), and to 2.8/1000 after 2010 (OR 0.84, 95% CI 0.78-0.91). In Sweden, the stillbirth rate decreased from 3.9/1000 between 2008 and 2017 to 3.2/1000 after 2018 (OR 0.83, 95% CI 0.78-0.89). When the level of the dose-dependent difference in Finland in a large sample with correct temporal associations decreased, it remained steady in Sweden, and vice versa, indicating that the effect may be due to vitamin D. These are observational findings that may not be causal. CONCLUSION Each increment of vitamin D fortification was associated with a 15% drop in stillbirths on a national level. If true, and if fortification reaches the entire population, it may represent a milestone in preventing stillbirths and reducing health inequalities.
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Affiliation(s)
- Pelle G Lindqvist
- Clinical Sciences and Education, Obstetrics and Gynecology, Karolinska Institutet, Södersjukhuset, Sjukhusbacken 10, Stockholm, 11883, Sweden.
- Department of Obstetrics and Gynecology, Södersjukhuset, Stockholm, Sweden.
| | - Mika Gissler
- Department of Knowledge Brokers, THL Finnish Institute for Health and Welfare, Helsinki, Finland
- Research Centre for Child Psychiatry and Invest Research Flagship, University of Turku, Turku, Finland
- Region Stockholm, Academic Primary Health Care Centre, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Birgitta Essén
- Department of Women's and Children's Health/IMHm, Uppsala University, Uppsala, Sweden
- WHO Collaborating Centre On Migration and Health, Uppsala University, Uppsala, Sweden
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Dinu M, Stancioi-Cismaru AF, Gheonea M, Luciu ED, Aron RM, Pana RC, Marinas CM, Degeratu S, Sorop-Florea M, Carp-Veliscu A, Hodorog AD, Tudorache S. Intrauterine Growth Restriction-Prediction and Peripartum Data on Hospital Care. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:medicina59040773. [PMID: 37109731 PMCID: PMC10145525 DOI: 10.3390/medicina59040773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/04/2023] [Accepted: 04/12/2023] [Indexed: 04/29/2023]
Abstract
Background and Objectives: We aimed to prospectively obtain data on pregnancies complicated with intrauterine growth restriction (IUGR) in the Prenatal Diagnosis Unit of the Emergency County Hospital of Craiova. We collected the demographic data of mothers, the prenatal ultrasound (US) features, the intrapartum data, and the immediate postnatal data of newborns. We aimed to assess the detection rates of IUGR fetuses (the performance of the US in estimating the actual neonatal birth weight), to describe the prenatal care pattern in our unit, and to establish predictors for the number of total hospitalization days needed postnatally. Materials and Methods: Data were collected from cases diagnosed with IUGR undergoing prenatal care in our hospital. We compared the percentile of estimated fetal weight (EFW) using the Hadlock 4 technique with the percentile of weight at birth. We retrospectively performed a regression analysis to correlate the variables predicting the number of hospitalization days. Results: Data on 111 women were processed during the period of 1 September 2019-1 September 2022. We confirmed the significant differences in US features between early- (Eo) and late-onset (Lo) IUGR cases. The detection rates were higher if the EFW was lower, and Eo-IUGR was associated with a higher number of US scans. We obtained a mathematical formula for estimating the total number of hospitalization days needed postnatally. Conclusion: Early- and late-onset IUGR have different US features prenatally and different postnatal outcomes. If the US EFW percentile is lower, a prenatal diagnosis is more likely to be made, and a closer follow-up is offered in our hospital. The total number of hospitalization days may be predicted using intrapartum and immediate postnatal data in both groups, having the potential to optimize the final financial costs and to organize the neonatal department efficiently.
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Affiliation(s)
- Marina Dinu
- 8th Department, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | | | - Mihaela Gheonea
- 8th Department, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
- Obstetrics and Gynecology Department, Emergency County Hospital, 200349 Craiova, Romania
| | - Elinor Dumitru Luciu
- Obstetrics and Gynecology Department, Emergency County Hospital, 200349 Craiova, Romania
| | - Raluca Maria Aron
- Obstetrics and Gynecology Department, Emergency County Hospital, 200349 Craiova, Romania
| | - Razvan Cosmin Pana
- 8th Department, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
- Obstetrics and Gynecology Department, Emergency County Hospital, 200349 Craiova, Romania
| | - Cristian Marius Marinas
- Obstetrics and Gynecology Department, Emergency County Hospital, 200349 Craiova, Romania
- 1st Department, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Stefan Degeratu
- Obstetrics and Gynecology Department, Targu-Jiu County Hospital, 210218 Targu-Jiu, Romania
| | - Maria Sorop-Florea
- Obstetrics and Gynecology Department, Targu-Jiu County Hospital, 210218 Targu-Jiu, Romania
| | - Andreea Carp-Veliscu
- Department of Obstetrics and Gynecology, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Panait Sarbu Clinical Hospital of Obstetrics and Gynecology, 060251 Bucharest, Romania
| | | | - Stefania Tudorache
- 8th Department, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
- Obstetrics and Gynecology Department, Emergency County Hospital, 200349 Craiova, Romania
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Saw SN, Lim MC, Liew CN, Ahmad Kamar A, Sulaiman S, Saaid R, Loo CK. The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method. Front Surg 2023; 10:1123948. [PMID: 37114151 PMCID: PMC10126230 DOI: 10.3389/fsurg.2023.1123948] [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: 12/14/2022] [Accepted: 02/28/2023] [Indexed: 04/29/2023] Open
Abstract
Objective To construct a national fetal growth chart using retrospective data and compared its diagnostic accuracy in predicting SGA at birth with existing international growth charts. Method This is a retrospective study where datasets from May 2011 to Apr 2020 were extracted to construct the fetal growth chart using the Lambda-Mu-Sigma method. SGA is defined as birth weight <10th centile. The local growth chart's diagnostic accuracy in detecting SGA at birth was evaluated using datasets from May 2020 to Apr 2021 and was compared with the WHO, Hadlock, and INTERGROWTH-21st charts. Balanced accuracy, sensitivity, and specificity were reported. Results A total of 68,897 scans were collected and five biometric growth charts were constructed. Our national growth chart achieved an accuracy of 69% and a sensitivity of 42% in identifying SGA at birth. The WHO chart showed similar diagnostic performance as our national growth chart, followed by the Hadlock (67% accuracy and 38% sensitivity) and INTERGROWTH-21st (57% accuracy and 19% sensitivity). The specificities for all charts were 95-96%. All growth charts showed higher accuracy in the third trimester, with an improvement of 8-16%, as compared to that in the second trimester. Conclusion Using the Hadlock and INTERGROWTH-21st chart in the Malaysian population may results in misdiagnose of SGA. Our population local chart has slightly higher accuracy in predicting preterm SGA in the second trimester which can enable earlier intervention for babies who are detected as SGA. All growth charts' diagnostic accuracies were poor in the second trimester, suggesting the need of improvising alternative techniques for early detection of SGA to improve fetus outcomes.
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Affiliation(s)
- Shier Nee Saw
- Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Mei Cee Lim
- Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Chuan Nyen Liew
- Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Azanna Ahmad Kamar
- Department of Paediatrics, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Sofiah Sulaiman
- Department of Obstetrics and Gynaecology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Rahmah Saaid
- Department of Obstetrics and Gynaecology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Chu Kiong Loo
- Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia
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31
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Springer S, Worda K, Franz M, Karner E, Krampl-Bettelheim E, Worda C. Fetal Growth Restriction Is Associated with Pregnancy Associated Plasma Protein A and Uterine Artery Doppler in First Trimester. J Clin Med 2023; 12:jcm12072502. [PMID: 37048586 PMCID: PMC10095370 DOI: 10.3390/jcm12072502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/17/2023] [Accepted: 03/24/2023] [Indexed: 03/29/2023] Open
Abstract
Fetal growth restriction (FGR) is a major cause of stillbirth and poor neurodevelopmental outcomes. The early prediction may be important to establish treatment options and improve neonatal outcomes. The aim of this study was to assess the association of parameters used in first-trimester screening, uterine artery Doppler pulsatility index and the development of FGR. In this retrospective cohort study, 1930 singleton pregnancies prenatally diagnosed with an estimated fetal weight under the third percentile were included. All women underwent first-trimester screening assessing maternal serum pregnancy-associated plasma protein A (PAPP-A), free beta-human chorionic gonadotrophin levels, fetal nuchal translucency and uterine artery Doppler pulsatility index (PI). We constructed a Receiver Operating Characteristics curve to calculate the sensitivity and specificity of early diagnosis of FGR. In pregnancies with FGR, PAPP-A was significantly lower, and uterine artery Doppler pulsatility index was significantly higher compared with the normal birth weight group (0.79 ± 0.38 vs. 1.15 ± 0.59, p < 0.001 and 1.82 ± 0.7 vs. 1.55 ± 0.47, p = 0.01). Multivariate logistic regression analyses demonstrated that PAPP-A levels and uterine artery Doppler pulsatility index were significantly associated with FGR (p = 0.009 and p = 0.01, respectively). To conclude, these two parameters can predict FGR < 3rd percentile.
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Affiliation(s)
- Stephanie Springer
- Department of Obstetrics and Gynecology, Medical University of Vienna, 1090 Vienna, Austria
| | - Katharina Worda
- Department of Obstetrics and Gynecology, Medical University of Vienna, 1090 Vienna, Austria
- Correspondence: ; Tel.: +43-140-400-28210
| | - Marie Franz
- Department of Gynecology and Obstetrics, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Eva Karner
- Department of Obstetrics and Gynecology, Medical University of Vienna, 1090 Vienna, Austria
| | | | - Christof Worda
- Department of Obstetrics and Gynecology, Medical University of Vienna, 1090 Vienna, Austria
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Relph S, Vieira MC, Copas A, Alagna A, Page L, Winsloe C, Shennan A, Briley A, Johnson M, Lees C, Lawlor DA, Sandall J, Khalil A, Pasupathy D. Characteristics associated with antenatally unidentified small-for-gestational-age fetuses: prospective cohort study nested within DESiGN randomized controlled trial. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2023; 61:356-366. [PMID: 36206546 PMCID: PMC7616055 DOI: 10.1002/uog.26091] [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] [Received: 07/29/2022] [Revised: 09/26/2022] [Accepted: 09/30/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To identify the clinical characteristics and patterns of ultrasound use amongst pregnancies with an antenatally unidentified small-for-gestational-age (SGA) fetus, compared with those in which SGA is identified, to understand how to design interventions that improve antenatal SGA identification. METHODS This was a prospective cohort study of singleton, non-anomalous SGA (birth weight < 10th centile) neonates born after 24 + 0 gestational weeks at 13 UK sites, recruited for the baseline period and control arm of the DESiGN trial. Pregnancy with antenatally unidentified SGA was defined if there was no scan or if the final scan showed estimated fetal weight (EFW) at the 10th centile or above. Identified SGA was defined if EFW was below the 10th centile at the last scan. Maternal and fetal sociodemographic and clinical characteristics were studied for associations with unidentified SGA using unadjusted and adjusted logistic regression models. Ultrasound parameters (gestational age at first growth scan, number and frequency of ultrasound scans) were described, stratified by presence of indication for serial ultrasound. Associations of unidentified SGA with absolute centile and percentage weight difference between the last scan and birth were also studied on unadjusted and adjusted logistic regression, according to time between the last scan and birth. RESULTS Of the 15 784 SGA babies included, SGA was not identified antenatally in 78.7% of cases. Of pregnancies with unidentified SGA, 47.1% had no recorded growth scan. Amongst 9410 pregnancies with complete data on key maternal comorbidities and antenatal complications, the risk of unidentified SGA was lower for women with any indication for serial scans (adjusted odds ratio (aOR), 0.56 (95% CI, 0.49-0.64)), for Asian compared with white women (aOR, 0.80 (95% CI, 0.69-0.93)) and for those with non-cephalic presentation at birth (aOR, 0.58 (95% CI, 0.46-0.73)). The risk of unidentified SGA was highest among women with a body mass index (BMI) of 25.0-29.9 kg/m2 (aOR, 1.15 (95% CI, 1.01-1.32)) and lowest in those with underweight BMI (aOR, 0.61 (95% CI, 0.48-0.76)) compared to women with BMI of 18.5-24.9 kg/m2 . Compared to women with identified SGA, those with unidentified SGA had fetuses of higher SGA birth-weight centile (adjusted odds for unidentified SGA increased by 1.21 (95% CI, 1.18-1.23) per one-centile increase between the 0th and 10th centiles). Duration between the last scan and birth increased with advancing gestation in pregnancies with unidentified SGA. SGA babies born within a week of the last growth scan had a mean difference between EFW and birth-weight centiles of 19.5 (SD, 13.8) centiles for the unidentified-SGA group and 0.2 (SD, 3.3) centiles for the identified-SGA group (adjusted mean difference between groups, 19.0 (95% CI, 17.8-20.1) centiles). CONCLUSIONS Unidentified SGA was more common amongst women without an indication for serial ultrasound, and in those with cephalic presentation at birth, BMI of 25.0-29.9 kg/m2 and less severe SGA. Ultrasound EFW was overestimated in women with unidentified SGA. This demonstrates the importance of improving the accuracy of SGA screening strategies in low-risk populations and continuing performance of ultrasound scans for term pregnancies. © 2022 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- S. Relph
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - M. C. Vieira
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- Department of Obstetrics and Gynaecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - A. Copas
- Centre for Pragmatic Global Health Trials, Institute for Global Health, University College London, London, UK
| | - A. Alagna
- Guy’s & St Thomas’ Charity, London, UK
| | - L. Page
- West Middlesex University Hospital, Chelsea & Westminster Hospital NHS Foundation Trust, Isleworth, UK
| | - C. Winsloe
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- Centre for Pragmatic Global Health Trials, Institute for Global Health, University College London, London, UK
| | - A. Shennan
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - A. Briley
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- Caring Futures Institute, Flinders University and North Adelaide Local Health Network, Adelaide, Australia
| | - M. Johnson
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - C. Lees
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - D. A. Lawlor
- Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
- Bristol NIHR Biomedical Research Centre, Bristol, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - J. Sandall
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - A. Khalil
- Fetal Medicine Unit, St George’s University Hospitals NHS Foundation Trust, London, UK
- Molecular & Clinical Sciences Research Institute, St George’s University of London, London, UK
| | - D. Pasupathy
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- Reproduction and Perinatal Centre, Faculty of Medicine and Health, University of Sydney, NSW, Australia
| | - on behalf of the DESiGN Trial Team and DESiGN Collaborative Group
- Department of Women and Children’s Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- Department of Obstetrics and Gynaecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil
- Centre for Pragmatic Global Health Trials, Institute for Global Health, University College London, London, UK
- Guy’s & St Thomas’ Charity, London, UK
- West Middlesex University Hospital, Chelsea & Westminster Hospital NHS Foundation Trust, Isleworth, UK
- Caring Futures Institute, Flinders University and North Adelaide Local Health Network, Adelaide, Australia
- Department of Surgery and Cancer, Imperial College London, London, UK
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
- Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
- Bristol NIHR Biomedical Research Centre, Bristol, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Fetal Medicine Unit, St George’s University Hospitals NHS Foundation Trust, London, UK
- Molecular & Clinical Sciences Research Institute, St George’s University of London, London, UK
- Reproduction and Perinatal Centre, Faculty of Medicine and Health, University of Sydney, NSW, Australia
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Mydtskov ND, Sinding M, Aarøe KK, Thaarup LV, Madsen SBB, Hansen DN, Frøkjær JB, Peters DA, Sørensen ANW. Placental volume, thickness and transverse relaxation time (T2*) estimated by magnetic resonance imaging in relation to small for gestational age at birth. Eur J Obstet Gynecol Reprod Biol 2023; 282:72-76. [PMID: 36669243 DOI: 10.1016/j.ejogrb.2023.01.013] [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: 09/25/2022] [Revised: 12/14/2022] [Accepted: 01/12/2023] [Indexed: 01/15/2023]
Abstract
INTRODUCTION Placental magnetic resonance imaging (MRI) may be a valuable tool in the prediction of small for gestational age (SGA) at birth. MRI provides reliable estimates of placental volume and thickness. In addition, placental transverse relaxation time (T2*) may be directly related to placental function. This study aimed to explore and compare the predictive performance of three placental MRI parameters - volume, thickness and T2* - in relation to SGA at birth. METHODS A mixed cohort of 85 pregnancies was retrieved from the placental MRI database at the study hospital. MRI was performed in a 1.5 T system at gestational weeks 15-41. In normal birthweight (BW) pregnancies [BW > -22 % of expected for gestational age (GA)], the correlation between each of the MRI parameters and GA was investigated by linear regression. The prediction of SGA was investigated by logistic regression analysis adjusted for GA at MRI. RESULTS In normal BW pregnancies, a significant linear correlation was found between GA and each of the MRI parameters. Univariate analysis demonstrated that placental volume [odds ratio (OR) 0.97, p = 0.001] and placental T2* (OR 0.79, p = 0.003), but not placental thickness (OR 0.92, p = 0.862) were significant predictors of SGA. A multi-variate model including all three MRI parameters found that placental T2* was the only independent predictor of SGA (OR 0.81, p = 0.04). CONCLUSION Among the MRI parameters investigated in this study, placental T2* was the only independent predictor of SGA in a multi-variate model. This finding underlines the strong position of T2*-weighted placental MRI in the prediction of SGA.
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Affiliation(s)
- N D Mydtskov
- Department of Obstetrics and Gynaecology, Aalborg University Hospital, Aalborg, Denmark
| | - M Sinding
- Department of Obstetrics and Gynaecology, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - K K Aarøe
- Department of Surgery, North Denmark Regional Hospital, Hjørring, Denmark
| | - L V Thaarup
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - S B B Madsen
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - D N Hansen
- Department of Obstetrics and Gynaecology, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - J B Frøkjær
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Department of Radiology, Aalborg University Hospital, Aalborg, Denmark
| | - D A Peters
- Department of Clinical Engineering, Central Denmark Region, Aarhus N, Denmark
| | - A N W Sørensen
- Department of Obstetrics and Gynaecology, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
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Undetected Fetal Growth Restriction During the Coronavirus Disease 2019 (COVID-19) Pandemic. Obstet Gynecol 2023; 141:414-417. [PMID: 36649315 DOI: 10.1097/aog.0000000000005052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Accepted: 10/27/2022] [Indexed: 01/18/2023]
Abstract
This was a retrospective cohort study of patients who delivered singleton, small-for-gestational-age (SGA) neonates between April and June 2019, before the coronavirus disease 2019 (COVID-19) pandemic (pre-COVID-19), and between April and July 2020, during the pandemic (COVID-19 epoch). The primary outcome was the rate of undetected antenatal fetal growth restriction (FGR) in the two periods. A total of 268 patients met inclusion criteria. Patients who delivered small-for-gestational-age neonates during the COVID-19 epoch were significantly more likely to have undetected FGR compared with those who delivered pre-COVID-19 (70.1% vs 58.1%, P =.04). Patients who delivered SGA neonates during the COVID-19 epoch had more telehealth visits but fewer in-person prenatal visits, recorded fundal height measurements, and growth ultrasonograms. As telemedicine continues to be incorporated into prenatal care, these data may lend further support toward self-assessment of fundal height or routine third-trimester growth ultrasonograms to identify fetal growth abnormalities.
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Aderoba AK, Ioannou C, Kurinczuk JJ, Quigley MA, Cavallaro A, Impey L. The impact of a universal late third-trimester scan for fetal growth restriction on perinatal outcomes in term singleton births: A prospective cohort study. BJOG 2023; 130:791-802. [PMID: 36660877 DOI: 10.1111/1471-0528.17395] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 11/02/2022] [Accepted: 12/30/2022] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To investigate perinatal mortality, morbidity and obstetric intervention following the introduction of a universal late third-trimester ultrasound scan for growth restriction. DESIGN Prospective cohort study. SETTING Oxfordshire (OUH), UK. POPULATION Women with a non-anomalous singleton pregnancy undergoing pregnancy care and term delivery at OUH with an estimated due date (EDD) of birth between 1 January 2014 and 30 September 2019. METHODS Universal ultrasound for fetal growth restriction between 35+0 and 36+6 weeks was introduced in 2016. The outcomes of the next 18 631 eligible term pregnancies were compared, adjusting for covariates and time, with the previous 18 636 who had clinically indicated ultrasounds only. 'Screen-positives' for growth restriction were managed according to a pre-determined protocol which included non-intervention for some small-for-gestational-age babies. MAIN OUTCOME MEASURES Extended perinatal mortality, a composite of mortality or encephalopathy Grade II-III, and expedited birth. Other outcomes included composite adverse outcomes used elsewhere, detection of low birthweight and birth from 37+0 to 38+6 weeks. RESULTS Extended perinatal deaths decreased 27% and severe morbidity decreased 33% but neither change was statistically significant (adjusted odd ratio [aOR] 0.53, 95% confidence interval [C1] 00.18-1.56 and aOR 0.71, 95% CI 0.31-1.63). Expedited births changed from 35.2% to 37.7% (aOR 0.99, 95% CI 0.92-1.06). Birthweight (<10th centile) detection using fetal biometry alone was 31.4% and rose to 40.5% if all abnormal scan parameters were used. CONCLUSION Improvements in mortality and severe morbidity subsequent to introducing a universal ultrasound for growth restriction are encouraging but remain unclear. Little change in intervention is possible. The antenatal detection of low birthweight remains poor but improves where markers of growth restriction are used.
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Affiliation(s)
- Adeniyi Kolade Aderoba
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.,Centre for Population Health and Interdisciplinary Research, HealthMATE-360, Ondo Town, Nigeria
| | - Christos Ioannou
- Department of Fetal Medicine, John Radcliffe Hospital, Oxford University Hospitals NHS Trust, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
| | - Jennifer J Kurinczuk
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Maria A Quigley
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Angelo Cavallaro
- Department of Fetal Medicine, John Radcliffe Hospital, Oxford University Hospitals NHS Trust, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
| | - Lawrence Impey
- Department of Fetal Medicine, John Radcliffe Hospital, Oxford University Hospitals NHS Trust, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
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Agarwal S, Agarwal A, Chandak S. Long Story of Short Femur: A Single-Center Study with Step-Wise Imaging Approach. J Ultrasound 2023:10.1007/s40477-022-00765-1. [PMID: 36627547 DOI: 10.1007/s40477-022-00765-1] [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: 10/09/2022] [Accepted: 12/05/2022] [Indexed: 01/12/2023] Open
Abstract
PURPOSE To evaluate the possible outcomes of fetuses diagnosed with short femur length (FL) and to guide diagnosis through a step-wise imaging algorithm. METHODS This was a prospective cohort study of 42 pregnancies with fetal femur length (FL) below the 5th centile for gestational age. The cases were divided into two categories of isolated short FL & non-isolated short FL and followed up to determine the etiology. RESULTS There were 11 cases of non-isolated short FL with skeletal dysplasia observed in 7 and chromosomal abnormalities in 4 cases. There were 31 cases with isolated short FL in which fetal growth restriction (FGR) occurred in 14/31 (45%) cases; 13 out of 31 (42%) were constitutional (short for gestational age, SGA) whereas 4/31(13%) showed normal interval growth on follow up (false positive). CONCLUSION Short femur can be isolated or non-isolated. Short femur length can be a good predictor and early sign of FGR. Serial follow up scan of the all cases of isolated short FL is important since a majority of them are normal and not require any further intervention. Cases of non-isolated short FL require step-wise approach to differentiate into dysplasia or aneuploidy.
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Affiliation(s)
- Shubhra Agarwal
- Department of Obstetrics and Gynecology, Teerthanker Mahaveer Medical College and Research Centre, Teerthanker Mahaveer University, Moradabad, India
| | - Arjit Agarwal
- Department of Radiodiagnosis, Teerthanker Mahaveer Medical College and Research Centre, Teerthanker Mahaveer University, Uttar Pradesh, Moradabad, 244001, India.
| | - Shruti Chandak
- Department of Radiodiagnosis, Teerthanker Mahaveer Medical College and Research Centre, Teerthanker Mahaveer University, Uttar Pradesh, Moradabad, 244001, India
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Sterpu I, Pilo C, Lindqvist PG, Åkerud H, Wiberg Itzel E. Predictive factors in pregnancies with reduced fetal movements: a pilot study. J Matern Fetal Neonatal Med 2022; 35:4543-4551. [DOI: 10.1080/14767058.2020.1855135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Irene Sterpu
- Department of Clinical Science and Education, Karolinska Institute, Soder Hospital, Stockholm, Sweden
- Department of Obstetrics and Gynecology, Soder Hospital, Stockholm, Sweden
| | - Christina Pilo
- Department of Obstetrics and Gynecology, Soder Hospital, Stockholm, Sweden
| | - Pelle G. Lindqvist
- Department of Clinical Science and Education, Karolinska Institute, Soder Hospital, Stockholm, Sweden
- Department of Obstetrics and Gynecology, Soder Hospital, Stockholm, Sweden
| | - Helena Åkerud
- Department of Immunology, Genetics, and Pathology, Minerva Fertility Clinic, Uppsala University, Uppsala, Sweden
| | - Eva Wiberg Itzel
- Department of Clinical Science and Education, Karolinska Institute, Soder Hospital, Stockholm, Sweden
- Department of Obstetrics and Gynecology, Soder Hospital, Stockholm, Sweden
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Mundo W, Toledo-Jaldin L, Heath-Freudenthal A, Huayacho J, Lazo-Vega L, Larrea-Alvarado A, Miranda-Garrido V, Mizutani R, Moore LG, Moreno-Aramayo A, Gomez R, Gutierrez P, Julian CG. Is Maternal Cardiovascular Performance Impaired in Altitude-Associated Fetal Growth Restriction? High Alt Med Biol 2022; 23:352-360. [PMID: 36472463 DOI: 10.1089/ham.2022.0082] [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: 12/12/2022] Open
Abstract
Mundo, William, Lilian Toledo-Jaldin, Alexandrea Heath-Freudenthal, Jaime Huayacho, Litzi Lazo-Vega, Alison Larrea-Alvarado, Valquiria Miranda-Garrido, Rodrigo Mizutani, Lorna G. Moore, Any Moreno-Aramayo, Richard Gomez, Patricio Gutierrez, and Colleen G. Julian. Is maternal cardiovascular performance impaired in altitude-associated fetal growth restriction? High Alt Med Biol. 23:352-360, 2022. Introduction: The incidence of fetal growth restriction (FGR) is elevated in high-altitude resident populations. This study aims to determine whether maternal central hemodynamics during the last trimester of pregnancy are altered in high-altitude FGR. Methods: In this cross-sectional study of maternal-infant pairs (FGR, n = 27; controls, n = 26) residing in La Paz, Bolivia, maternal heart rate, cardiac output (CO), stroke volume, and systemic vascular resistance (SVR) were assessed using continuous-wave Doppler ultrasound. Transabdominal Doppler ultrasound was used for uterine artery (UtA) resistance indices and fetal measures. Maternal venous soluble fms-like tyrosine kinase-1 (sFlt1) levels were measured. Results: FGR pregnancies had reduced CO, elevated SVR and UtA resistance, fetal brain sparing, and increased maternal sFlt1 versus controls. Maternal SVR was positively associated with UtA resistance and inversely associated with middle cerebral artery resistance and birth weight. Maternal sFlt1 was greater in FGR than controls and positively associated with UtA pulsatility index. Women with elevated sFlt1 levels also tended to have lower CO and higher SVR. Conclusion: Noninvasive assessment of maternal cardiovascular function may be an additional method for detecting high-risk pregnancies at high altitudes, thereby informing the need for increased surveillance and appropriate allocation of resources to minimize adverse outcomes.
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Affiliation(s)
- William Mundo
- University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Lilian Toledo-Jaldin
- Department of Obstetrics and Gynecology, Hospital Materno-Infantil, La Paz, Bolivia
| | | | - Jaime Huayacho
- Department of Obstetrics and Gynecology, Hospital Materno-Infantil, La Paz, Bolivia
| | - Litzi Lazo-Vega
- Department of Obstetrics and Gynecology, Hospital Materno-Infantil, La Paz, Bolivia
| | | | | | - Rodrigo Mizutani
- Department of Obstetrics and Gynecology, Hospital Materno-Infantil, La Paz, Bolivia
| | - Lorna G Moore
- Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Any Moreno-Aramayo
- Department of Obstetrics and Gynecology, Hospital Materno-Infantil, La Paz, Bolivia
| | - Richard Gomez
- Department of Obstetrics and Gynecology, Hospital Materno-Infantil, La Paz, Bolivia
| | - Patricio Gutierrez
- Department of Obstetrics and Gynecology, Hospital Materno-Infantil, La Paz, Bolivia
| | - Colleen G Julian
- Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, Colorado, USA.,Department of Medicine, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, Colorado, USA
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Impaired in vivo feto-placental development is associated with neonatal neurobehavioral outcomes. Pediatr Res 2022; 93:1276-1284. [PMID: 36335267 PMCID: PMC10147575 DOI: 10.1038/s41390-022-02340-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 08/09/2022] [Accepted: 08/11/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Fetal growth restriction (FGR) is a risk factor for neurodevelopmental problems, yet remains poorly understood. We sought to examine the relationship between intrauterine development and neonatal neurobehavior in pregnancies diagnosed with antenatal FGR. METHODS We recruited women with singleton pregnancies diagnosed with FGR and measured placental and fetal brain volumes using MRI. NICU Network Neurobehavioral Scale (NNNS) assessments were performed at term equivalent age. Associations between intrauterine volumes and neurobehavioral outcomes were assessed using generalized estimating equation models. RESULTS We enrolled 44 women diagnosed with FGR who underwent fetal MRI and 28 infants underwent NNNS assessments. Placental volumes were associated with increased self-regulation and decreased excitability; total brain, brainstem, cortical and subcortical gray matter (SCGM) volumes were positively associated with higher self-regulation; SCGM also was positively associated with higher quality of movement; increasing cerebellar volumes were positively associated with attention, decreased lethargy, non-optimal reflexes and need for special handling; brainstem volumes also were associated with decreased lethargy and non-optimal reflexes; cerebral and cortical white matter volumes were positively associated with hypotonicity. CONCLUSION Disrupted intrauterine growth in pregnancies complicated by antenatally diagnosed FGR is associated with altered neonatal neurobehavior. Further work to determine long-term neurodevelopmental impacts is warranted. IMPACT Fetal growth restriction is a risk factor for adverse neurodevelopment, but remains difficult to accurately identify. Intrauterine brain volumes are associated with infant neurobehavior. The antenatal diagnosis of fetal growth restriction is a risk factor for abnormal infant neurobehavior.
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Papastefanou I, Thanopoulou V, Dimopoulou S, Syngelaki A, Akolekar R, Nicolaides KH. Competing-risks model for prediction of small-for-gestational-age neonate at 36 weeks' gestation. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 60:612-619. [PMID: 36056735 DOI: 10.1002/uog.26057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/19/2022] [Accepted: 08/22/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES To develop further a competing-risks model for the prediction of a small-for-gestational-age (SGA) neonate by including sonographically estimated fetal weight (EFW) and biomarkers of impaired placentation at 36 weeks' gestation, and to compare the performance of the new model with that of the traditional EFW < 10th percentile cut-off. METHODS This was a prospective observational study in 29 035 women with a singleton pregnancy undergoing routine ultrasound examination at 35 + 0 to 36 + 6 weeks' gestation. A competing-risks model for the prediction of a SGA neonate was used. The parameters included in the prior-history model were provided in previous studies. An interaction continuous model was used for the EFW likelihood. A folded plane regression model was fitted to describe likelihoods of biomarkers of impaired placentation. Stratification plans were also developed. The new model was evaluated and compared with EFW percentile cut-offs. RESULTS The performance of the model was better for predicting SGA neonates delivered closer to the point of assessment. The prediction provided by maternal factors alone was improved significantly by the addition of EFW, uterine artery pulsatility index (UtA-PI) and placental growth factor (PlGF) but not by mean arterial pressure or soluble fms-like tyrosine kinase-1. At a 10% false-positive rate, maternal factors and EFW predicted 77.6% and 65.8% of SGA neonates < 10th percentile delivered before 38 and 42 weeks, respectively. The respective figures for SGA < 3rd percentile were 85.5% and 74.2%. Addition of UtA-PI and PlGF resulted in marginal improvement in prediction of SGA < 3rd percentile requiring imminent delivery. A competing-risks approach that combines maternal factors and EFW performed better when compared with fixed EFW percentile cut-offs at predicting a SGA neonate, especially with increasing time interval between assessment and delivery. The new model was well-calibrated. CONCLUSIONS A competing-risks model provides effective risk stratification for a SGA neonate at 35 + 0 to 36 + 6 weeks' gestation and is superior to EFW percentile cut-offs. The use of biomarkers of impaired placentation in addition to maternal factors and fetal biometry results in small improvement of the predictive performance for a neonate with severe SGA. © 2022 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- I Papastefanou
- Fetal Medicine Research Institute, King's College Hospital, London, UK
| | - V Thanopoulou
- Fetal Medicine Research Institute, King's College Hospital, London, UK
| | - S Dimopoulou
- Fetal Medicine Research Institute, King's College Hospital, London, UK
| | - A Syngelaki
- Fetal Medicine Research Institute, King's College Hospital, London, UK
| | - R Akolekar
- Fetal Medicine Unit, Medway Maritime Hospital, Gillingham, UK
- Institute of Medical Sciences, Canterbury Christ Church University, Chatham, UK
| | - K H Nicolaides
- Fetal Medicine Research Institute, King's College Hospital, London, UK
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Severity of small-for-gestational-age and morbidity and mortality among very preterm neonates. J Perinatol 2022; 43:437-444. [PMID: 36302849 DOI: 10.1038/s41372-022-01544-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 10/06/2022] [Accepted: 10/13/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Evaluate the association between small for gestational age (SGA) severity and morbidity and mortality in a contemporary, population of very preterm infants. STUDY DESIGN This secondary analysis of a California statewide database evaluated singleton infants born during 2008-2018 at 24-32 weeks' gestation, with a birthweight <15th percentile. We analyzed neonatal outcomes in relation to weight for gestational age (WGA) and symmetry of growth restriction. RESULTS An increase in WGA by one z-score was associated with decreased major morbidity or mortality risk (aRR 0.73, 95% CI 0.68-0.77) and other adverse outcomes. The association was maintained across gestational ages and did not differ by fetal growth restriction diagnosis. Symmetric growth restriction was not associated with neonatal outcomes after standardizing for gestational age at birth. CONCLUSIONS Increasing SGA severity had a significant impact on neonatal outcomes among very preterm infants.
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Adjusting growth standards for fetal sex improves correlation of small babies with stillbirth and adverse perinatal outcomes: A state-wide population study. PLoS One 2022; 17:e0274521. [PMID: 36215239 PMCID: PMC9551630 DOI: 10.1371/journal.pone.0274521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 08/28/2022] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES Sex impacts birthweight, with male babies heavier on average. Birthweight charts are thus sex specific, but ultrasound fetal weights are often reported by sex neutral standards. We aimed to identify what proportion of infants would be re-classified as SGA if sex-specific charts were used, and if this had a measurable impact on perinatal outcomes. METHODS Retrospective cohort study including all infants born in Victoria, Australia, from 2005-2015 (529,261 cases). We applied GROW centiles, either adjusted or not adjusted for fetal sex. We compared overall SGA populations, and the populations of males considered small by sex-specific charts only (SGAsex-only), and females considered small by sex-neutral charts only (SGAunadjust-only). RESULTS Of those <10th centile by sex-neutral charts, 39.6% were male and 60.5% female, but using sex-specific charts, 50.3% were male and 49.7% female. 19.2% of SGA females were reclassified as average for gestational age (AGA) using sex-specific charts. These female newborns were not at increased risk of stillbirth, combined perinatal mortality, NICU admissions, low Apgars or emergency CS compared with an AGA infant, but were at greater risk of being iatrogenically delivered on suspicion of growth restriction. 25.0% male infants were reclassified as SGA by sex-specific charts. These male newborns, compared to the AGAall infant, were at greater risk of stillbirth (RR 1.94, 95%CI 1.30-2.90), combined perinatal mortality (RR 1.80, 95%CI 1.26-2.57), NICU admissions (RR 1.38, 95%CI 1.12-1.71), Apgars <7 at 5 minutes (RR 1.40, 95%CI 1.25-1.56) and emergency CS (RR 1.12, 95%CI 1.06-1.18). CONCLUSIONS Use of growth centiles not adjusted for fetal sex disproportionately classifies female infants as SGA, increasing their risk of unnecessary intervention, and fails to identify a cohort of male infants at increased risk of adverse outcomes, including stillbirth. Sex-specific charts may help inform decisions and improve outcomes.
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Wan A, Zampogna C, Reddy M, Robinson A, Hodges R, Rolnik DL. Performance of a risk factor-based approach in the detection of small for gestational age neonates: A cohort study. Aust N Z J Obstet Gynaecol 2022. [PMID: 36184072 DOI: 10.1111/ajo.13620] [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: 06/01/2022] [Accepted: 09/12/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Antenatal detection of fetal growth restriction allows the opportunity to increase surveillance and initiate intervention to prevent adverse outcomes. Detection of small for gestational age (SGA) fetuses with risk factor screening and selective ultrasonography is the standard of care in Australia, but evidence regarding performance is lacking. AIMS To evaluate the diagnostic performance of a risk factor-based screening approach in detection of SGA neonates. MATERIALS AND METHODS Retrospective cohort study conducted in a metropolitan maternity service, including all consecutive singleton deliveries over 20 weeks gestation from July 2016 to December 2017, and excluding terminations of pregnancy. An SGA neonate was defined by birthweight below the tenth percentile according to Australian reference ranges. Antenatally detected SGA cases were defined by estimated fetal weight or abdominal circumference below the tenth percentile for gestational age, or abnormal symphysio-fundal height. The diagnostic accuracy of the screening protocol was calculated using detection rates and false-positive rates. RESULTS There were 13 384 singleton pregnancies included. There were 1330 infants (10.0%) who were SGA at birth. Antenatal detection rate of SGA neonates was 39.6% (95% confidence interval (CI) 37.0-42.3%), with a false-positive rate of 10.2% (95% CI 9.6-10.7%). There were 10 266 pregnancies (77.0%) which had at least one risk factor for an SGA infant. Of these, 6650 (64.8%) underwent at least one fetal growth ultrasound after 24 weeks gestation. CONCLUSIONS Antenatal recognition of poor fetal growth is suboptimal using our current screening protocol. Three-quarters of pregnancies demonstrated risk factors for delivering an SGA infant, but growth ultrasonography may be underutilised.
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Affiliation(s)
- Anna Wan
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, Victoria, Australia
| | - Christopher Zampogna
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, Victoria, Australia
| | - Maya Reddy
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, Victoria, Australia.,Monash Women's, Monash Health, Melbourne, Victoria, Australia
| | - Alice Robinson
- Monash Women's, Monash Health, Melbourne, Victoria, Australia
| | - Ryan Hodges
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, Victoria, Australia.,Monash Women's, Monash Health, Melbourne, Victoria, Australia
| | - Daniel Lorber Rolnik
- Department of Obstetrics and Gynaecology, Monash University, Melbourne, Victoria, Australia.,Monash Women's, Monash Health, Melbourne, Victoria, Australia
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Relph S, Coxon K, Vieira MC, Copas A, Healey A, Alagna A, Briley A, Johnson M, Lawlor DA, Lees C, Marlow N, McCowan L, McMicking J, Page L, Peebles D, Shennan A, Thilaganathan B, Khalil A, Pasupathy D, Sandall J. Effect of the Growth Assessment Protocol on the DEtection of Small for GestatioNal age fetus: process evaluation from the DESiGN cluster randomised trial. Implement Sci 2022; 17:60. [PMID: 36064428 PMCID: PMC9446790 DOI: 10.1186/s13012-022-01228-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 07/27/2022] [Indexed: 11/21/2022] Open
Abstract
Background Reducing the rate of stillbirth is an international priority. At least half of babies stillborn in high-income countries are small for gestational-age (SGA). The Growth Assessment Protocol (GAP), a complex antenatal intervention that aims to increase the rate of antenatal detection of SGA, was evaluated in the DESiGN type 2 hybrid effectiveness-implementation cluster randomised trial (n = 13 clusters). In this paper, we present the trial process evaluation. Methods A mixed-methods process evaluation was conducted. Clinical leads and frontline healthcare professionals were interviewed to inform understanding of context (implementing and standard care sites) and GAP implementation (implementing sites). Thematic analysis of interview text used the context and implementation of complex interventions framework to understand acceptability, feasibility, and the impact of context. A review of implementing cluster clinical guidelines, training and maternity records was conducted to assess fidelity, dose and reach. Results Interviews were conducted with 28 clinical leads and 27 frontline healthcare professionals across 11 sites. Staff at implementing sites generally found GAP to be acceptable but raised issues of feasibility, caused by conflicting demands on resource, and variable beliefs among clinical leaders regarding the intervention value. GAP was implemented with variable fidelity (concordance of local guidelines to GAP was high at two sites, moderate at two and low at one site), all sites achieved the target to train > 75% staff using face-to-face methods, but only one site trained > 75% staff using e-learning methods; a median of 84% (range 78–87%) of women were correctly risk stratified at the five implementing sites. Most sites achieved high scores for reach (median 94%, range 62–98% of women had a customised growth chart), but generally, low scores for dose (median 31%, range 8–53% of low-risk women and median 5%, range 0–17% of high-risk women) were monitored for SGA as recommended. Conclusions Implementation of GAP was generally acceptable to staff but with issues of feasibility that are likely to have contributed to variation in implementation strength. Leadership and resourcing are fundamental to effective implementation of clinical service changes, even when such changes are well aligned to policy mandated service-change priorities. Trial registration Primary registry and trial identifying number: ISRCTN 67698474. Registered 02/11/16. 10.1186/ISRCTN67698474. Supplementary Information The online version contains supplementary material available at 10.1186/s13012-022-01228-1.
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Affiliation(s)
- Sophie Relph
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, School of Life Course Sciences, Women's Health Academic Centre KHP, King's College London, 10th Floor North Wing, St. Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK.
| | - Kirstie Coxon
- Department of Midwifery, Faculty of Health, Social Care and Education, Kingston and St. George's Universities, Kenry House, Kingston Hill, London, KT2 7LB, UK
| | - Matias C Vieira
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, School of Life Course Sciences, Women's Health Academic Centre KHP, King's College London, 10th Floor North Wing, St. Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK.,Department of Obstetrics and Gynaecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, 13083-881, Brazil
| | - Andrew Copas
- Centre for Pragmatic Global Health Trials, Institute for Global Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Andrew Healey
- Centre for Implementation Science and King's Health Economics, Health Services and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience at King's College London, The David Goldberg Centre, London, SE5 8AF, UK
| | - Alessandro Alagna
- The Guy's & St Thomas' Charity, 9 King's Head Yard, London, SE1 1NA, UK
| | - Annette Briley
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, School of Life Course Sciences, Women's Health Academic Centre KHP, King's College London, 10th Floor North Wing, St. Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK.,Caring Futures Institute Flinders University and North Adelaide Local Health Network, Adelaide, SA, 5042, Australia
| | - Mark Johnson
- Department of Surgery and Cancer, Imperial College London, Kensington, London, SW7 2AZ, UK
| | - Deborah A Lawlor
- Bristol NIHR Biomedical Research Centre, Bristol, BS8 2BL, UK.,Medical Research Council Integrative Epidemiology Unit at the University of Bristol, Bristol, BS8 2BL, UK.,Population Health Science, Bristol Medical School, University of Bristol, Bristol, BS8 2BL, UK
| | - Christoph Lees
- Department of Surgery and Cancer, Imperial College London, Kensington, London, SW7 2AZ, UK
| | - Neil Marlow
- UCL Institute for Women's Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Lesley McCowan
- Faculty of Medical and Health Sciences, University of Auckland, Private Bag 92019, Auckland, New Zealand
| | - Jessica McMicking
- Guy's and St Thomas' NHS Trust, Westminster Bridge Road, London, SE1 7EH, UK
| | - Louise Page
- West Middlesex University Hospital, Chelsea & Westminster Hospital NHS Foundation Trust, Twickenham Road, Isleworth, TW7 6AF, UK
| | - Donald Peebles
- UCL Institute for Women's Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Andrew Shennan
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, School of Life Course Sciences, Women's Health Academic Centre KHP, King's College London, 10th Floor North Wing, St. Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK
| | - Baskaran Thilaganathan
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, Blackshaw Road, London, SW17 0QT, UK.,Molecular & Clinical Sciences Research Institute, St George's University of London, Cranmer Terrace, London, SW17 0RE, UK
| | - Asma Khalil
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, Blackshaw Road, London, SW17 0QT, UK.,Molecular & Clinical Sciences Research Institute, St George's University of London, Cranmer Terrace, London, SW17 0RE, UK
| | - Dharmintra Pasupathy
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, School of Life Course Sciences, Women's Health Academic Centre KHP, King's College London, 10th Floor North Wing, St. Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK.,Reproduction and Perinatal Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, 2145, Australia
| | - Jane Sandall
- Department of Women and Children's Health, Faculty of Life Sciences and Medicine, School of Life Course Sciences, Women's Health Academic Centre KHP, King's College London, 10th Floor North Wing, St. Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK
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Meler E, Martinez-Portilla RJ, Caradeux J, Mazarico E, Gil-Armas C, Boada D, Martinez J, Carrillo P, Camacho M, Figueras F. Severe smallness as predictor of adverse perinatal outcome in suspected late small-for-gestational-age fetuses: systematic review and meta-analysis. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 60:328-337. [PMID: 35748873 DOI: 10.1002/uog.24977] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 05/29/2022] [Accepted: 05/30/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To investigate the performance of severe smallness in the prediction of adverse perinatal outcome among fetuses with suspected late-onset small-for-gestational age (SGA). METHODS A systematic search was performed to identify relevant studies in PubMed, Web of Science and Scopus. Late-onset SGA was defined as estimated fetal weight (EFW) or abdominal circumference (AC) < 10th percentile diagnosed at or after 32 weeks' gestation, while severe SGA was defined as EFW or AC < 3rd percentile or < 2 SD. Random-effects modeling was used to generate hierarchical summary receiver-operating-characteristics (HSROC) curves. The performance of severe SGA (as a presumptive diagnosis) in predicting adverse perinatal outcome among singleton pregnancies with suspected late-onset SGA was expressed as area under the HSROC curve (AUC), sensitivity, specificity and positive/negative likelihood ratios. The association between suspected severe SGA and adverse perinatal outcome was also assessed by random-effects modeling using the Mantel-Haenszel method and presented as odds ratio (OR). The non-exposed group was defined as non-severe SGA (EFW ≥ 3rd centile). RESULTS Twelve cohort studies were included in this systematic review and meta-analysis. The studies included a total of 3639 fetuses with suspected late-onset SGA, of which 1246 had suspected severe SGA. Significant associations were found between suspected severe SGA and composite adverse perinatal outcome (OR, 1.97 (95% CI, 1.33-2.92)), neonatal intensive care unit admission (OR, 2.87 (95% CI, 1.84-4.47)) and perinatal death (OR, 4.26 (95% CI, 1.07-16.93)). However, summary ROC curves showed limited performance of suspected severe SGA in predicting perinatal outcomes, with AUCs of 60.9%, 66.9%, 53.6%, 57.2%, 54.6% and 64.9% for composite adverse perinatal outcome, neonatal intensive care unit admission, neonatal acidosis, Cesarean section for intrapartum fetal compromise, low Apgar score and perinatal death, respectively. CONCLUSION Although suspected severe SGA was associated with a higher risk of perinatal complications, it performed poorly as a standalone parameter in predicting adverse perinatal outcome. © 2022 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- E Meler
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
| | - R J Martinez-Portilla
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
- Clinical Research Branch, National Institute of Perinatology, Mexico City, Mexico
| | - J Caradeux
- Fetal Medicine Unit, Clínica Santa María, Santiago, Chile
| | - E Mazarico
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
| | - C Gil-Armas
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
- National Maternal Perinatal Institute, Lima, Peru
| | - D Boada
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
| | - J Martinez
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
| | - P Carrillo
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
| | - M Camacho
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
| | - F Figueras
- Fetal Medicine Research Center, BCNatal, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), Institut Clínic de Ginecologia, Obstetrícia i Neonatologia, Universitat de Barcelona, Barcelona, Spain
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Verspyck E, Gascoin G, Senat MV, Ego A, Simon L, Guellec I, Monier I, Zeitlin J, Subtil D, Vayssiere C. [Ante- and postnatal growth charts in France - guidelines for clinical practice from the Collège national des gynécologues et obstétriciens français (CNGOF) and from the Société française de néonatologie (SFN)]. GYNECOLOGIE, OBSTETRIQUE, FERTILITE & SENOLOGIE 2022; 50:570-584. [PMID: 35781088 DOI: 10.1016/j.gofs.2022.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To recommend the most appropriate biometric charts for the detection of antenatal growth abnormalities and postnatal growth surveillance. METHODS Elaboration of specific questions and selection of experts by the organizing committee to answer these questions; analysis of the literature by experts and drafting conclusions by assigning a recommendation (strong or weak) and a quality of evidence (high, moderate, low, very low) and for each question; all these recommendations have been subject to multidisciplinary external review (obstetrician gynecologists, pediatricians). The objective for the reviewers was to verify the completeness of the literature review, to verify the levels of evidence established and the consistency and applicability of the resulting recommendations. The overall review of the literature, quality of evidence and recommendations were revised to take into consideration comments from external reviewers. RESULTS Antenatally, it is recommended to use all WHO fetal growth charts for EFW and common ultrasound biometric measurements (strong recommendation; low quality of evidence). Indeed, in comparison with other prescriptive curves and descriptive curves, the WHO prescriptive charts show better performance for the screening of SGA (Small for Gestational Age) and LGA (Large for Gestational Age) with adequate proportions of fetuses screened at extreme percentiles in the French population. It also has the advantages of having EFW charts by sex and biometric parameters obtained from the same perspective cohort of women screened by qualified sonographers who measured the biometric parameters according to international standards. Postnatally, it is recommended to use the updated Fenton charts for the assessment of birth measurements and for growth monitoring in preterm infants (strong recommendation; moderate quality of evidence) and for the assessment of birth measurements in term newborn (expert opinion). CONCLUSION It is recommended to use WHO fetal growth charts for antenatal growth monitoring and Fenton charts for the newborn.
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Affiliation(s)
- E Verspyck
- Service de gynécologie-obstétrique, CHU de Rouen, université de Rouen, Rouen, France.
| | - G Gascoin
- Service de néonatologie, CHU de Toulouse, université de Toulouse, hôpital des enfants, Toulouse, France
| | - M-V Senat
- Service de gynécologie-obstétrique, CHU du Kremlin-Bicêtre, université du Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - A Ego
- Pôle santé publique, CHU de Grenoble-Alpes, Grenoble, France
| | - L Simon
- Service de néonatologie, CHU de Nantes, université de Nantes, Nantes, France
| | - I Guellec
- Service de néonatologie, CHU de Nice, université de Nice, Nice, France
| | - I Monier
- Inserm UMR1153, équipe de recherche en épidémiologie obstétricale, périnatale et pédiatrique (EPOPé), CRESS, Sorbonne Paris-Cité, Paris, France; Service de gynécologie-obstétrique, université Paris Saclay, hôpital Antoine-Béclère, AP-HP, Clamart, France
| | - J Zeitlin
- Inserm UMR1153, équipe de recherche en épidémiologie obstétricale, périnatale et pédiatrique (EPOPé), CRESS, Sorbonne Paris-Cité, Paris, France
| | - D Subtil
- Service de gynécologie-obstétrique, CHU de Lille, université de Lille, Lille, France
| | - C Vayssiere
- Service de gynécologie-obstétrique, CHU de Toulouse, hôpital Paule-de-Viguier, Toulouse, France; Team SPHERE (Study of Perinatal, pediatric and adolescent Health: Epidemiological Research and Evaluation), CERPOP, UMR 1295, Toulouse III University, Toulouse, France
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Pineles BL, Mendez-Figueroa H, Chauhan SP. Diagnosis of fetal growth restriction in a cohort of small-for-gestational-age neonates at term: neonatal and maternal outcomes. Am J Obstet Gynecol MFM 2022; 4:100672. [PMID: 35667554 DOI: 10.1016/j.ajogmf.2022.100672] [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: 09/17/2021] [Revised: 05/20/2022] [Accepted: 05/30/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Small-for-gestational-age neonates (birthweight of <10th percentile for gestational age) are significantly more likely to have multiple adverse outcomes than appropriate-for-gestational-age neonates (birthweight of 10th-90th percentile). Most small-for-gestational-age neonates are undetected during pregnancy (ie, not diagnosed as fetal growth restriction), but the sequela of being undetected remains uncertain. OBJECTIVE The primary objective of this study was to compare the composite neonatal adverse outcomes among singleton pregnancies that were at least 37 weeks and delivered small-for-gestational-age neonates, which were diagnosed as either fetal growth restriction during pregnancy (detected small for gestational age) or not (undetected small for gestational age). STUDY DESIGN This was a secondary analysis of a retrospective cohort, the Consortium for Safe Labor. Singleton births at 37.0 to 41.6 weeks of gestation without congenital anomalies born small for gestational age were included in the analysis. The primary outcome was the rate of composite neonatal adverse outcome, defined as any of the following: Apgar score of <5 at 5 minutes, cardiopulmonary resuscitation at birth, respiratory distress syndrome, continuous positive airway pressure, mechanical ventilation, neonatal seizures, hypoxic-ischemic encephalopathy or diagnosis of asphyxia, intraventricular hemorrhage, necrotizing enterocolitis, neonatal sepsis, or fetal or neonatal death. The secondary outcome was the rate of composite maternal adverse outcome, which included any of the following: postpartum hemorrhage, peripartum infection, thromboembolism, hysterectomy, uterine rupture, eclampsia, intensive care unit admission, or maternal death. Small for gestational age with a prenatal diagnosis of fetal growth restriction (detected small for gestational age) was compared with small for gestational age without a prenatal diagnosis of fetal growth restriction (undetected small for gestational age). Multivariate logistic regression models were used to compare groups. A P value of <.05 was considered statistically significant. Gestational age-specific risks of composite neonatal adverse outcome and perinatal death were computed for each week of gestation among ongoing pregnancies. RESULTS Of the 228,438 deliveries in the Consortium for Safe Labor, 18,607 (8.1%) met the inclusion criteria. Among these deliveries, 17,689 (95.0%) were undetected small for gestational age, and 918 (5.0%) were detected small for gestational age. The overall rate of composite neonatal adverse outcome was 3.0%. Moreover, the rate of composite neonatal adverse outcome was similar between undetected small for gestational age and detected small for gestational age (3.0% vs 3.9%, respectively; adjusted odds ratio, 1.33; 95% confidence interval, 0.88-2.00). Some components of the composite-respiratory distress syndrome, mechanical ventilation, and necrotizing enterocolitis-were significantly higher among undetected small for gestational age than among detected small for gestational age. The overall rate of composite maternal adverse outcome was 6.2%. The rate of composite maternal adverse outcome between undetected small for gestational age and detected small for gestational age (6.2% vs 5.1%, respectively; adjusted odds ratio, 0.84; 95% confidence interval, 0.60-1.18) was similar. In gestational age-specific comparisons of composite neonatal adverse outcome, no difference was found between the undetected small-for-gestational-age group and the detected small-for-gestational-age group except for in pregnancies >41 weeks. In pregnancies at 41.0 to 41.6 weeks, the rate of composite neonatal adverse outcome was significantly greater in detected small for gestational age than in undetected small for gestational age (10.0% vs 2.5%, respectively; P=.035). CONCLUSION Antenatal detection of small for gestational age was not associated with improved composite neonatal adverse outcomes, although some components of morbidity improved with detection. Maternal outcomes did not differ between detected small for gestational age and undetected small for gestational age.
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MESH Headings
- Birth Weight
- Enterocolitis, Necrotizing/diagnosis
- Enterocolitis, Necrotizing/epidemiology
- Female
- Fetal Growth Retardation/diagnosis
- Fetal Growth Retardation/epidemiology
- Humans
- Infant
- Infant, Newborn
- Infant, Newborn, Diseases/diagnosis
- Infant, Newborn, Diseases/epidemiology
- Infant, Newborn, Diseases/etiology
- Infant, Small for Gestational Age
- Perinatal Death
- Pregnancy
- Respiratory Distress Syndrome, Newborn/diagnosis
- Respiratory Distress Syndrome, Newborn/epidemiology
- Respiratory Distress Syndrome, Newborn/etiology
- Retrospective Studies
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Affiliation(s)
- Beth L Pineles
- Division of Maternal-Fetal Medicine, Department of Obstetrics, Gynecology, and Reproductive Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX.
| | - Hector Mendez-Figueroa
- Division of Maternal-Fetal Medicine, Department of Obstetrics, Gynecology, and Reproductive Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX
| | - Suneet P Chauhan
- Division of Maternal-Fetal Medicine, Department of Obstetrics, Gynecology, and Reproductive Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX
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Liu H, Zhang L, Luo X, Li J, Huang S, Qi H. Prediction of late-onset fetal growth restriction by umbilical artery velocities at 37 weeks of gestation: a cross-sectional study. BMJ Open 2022; 12:e060620. [PMID: 36041768 PMCID: PMC9438115 DOI: 10.1136/bmjopen-2021-060620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE To explore the predictive capacity of umbilical artery (UA) velocities at 37 weeks of gestation in identifying fetal growth restriction (FGR). DESIGN Cross-sectional study. SETTING AND PARTICIPANTS We retrospectively recruited 569 fetuses in the study. Thirty-nine FGR infants and 57 small-for-gestational-age (SGA) infants with normal UA Doppler at 37 weeks, as the study groups and 473 adequate-for-gestational-age (AGA) infants as a control group in a tertiary referral centre. METHODS All the parameters of UA velocities, including the UA end-diastolic velocity (UA-EDV), UA peak systolic velocity (UA-PSV), UA mean diastolic velocity (UA-MDV) and UA time-averaged maximum velocity (UA-TAMXV), and UA Doppler were measured at approximately 37 weeks of gestation. RESULTS Among the FGR, SGA and AGA groups, the UA-MDV, UA-TAMXV, UA-PSV and UA-EDV decreased with the loss of fetal weight. Multivariate logistic regression analyses showed that the UA-TAMXV was an independent predicting factor of FGR. It had a moderate predictive value for FGR. The area under the receiver operating characteristic curve was 0.82 (95% CI: 0.79 to 0.85). CONCLUSIONS The UA velocities decreased with the loss of fetal weight among the FGR, SGA and AGA groups and the UA-TAMXV was independently predictive of FGR. The results suggest that the UA-TAMXV might be a new parameter to predict FGR prior to delivery.
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Affiliation(s)
- Hongli Liu
- Department of Obstetrics and Fetal Medicine Unit, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Maternal and Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Lan Zhang
- Department of Obstetrics and Fetal Medicine Unit, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Maternal and Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Xin Luo
- Department of Obstetrics and Fetal Medicine Unit, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Maternal and Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Junnan Li
- Department of Obstetrics and Fetal Medicine Unit, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Maternal and Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Shuai Huang
- Department of Obstetrics and Fetal Medicine Unit, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Maternal and Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Hongbo Qi
- Department of Obstetrics and Fetal Medicine Unit, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Maternal and Fetal Medicine, Chongqing Medical University, Chongqing, China
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Pritchard NL, Tong S, Walker SP, Lindquist AC. Fetal size classified using gestational days rather than gestational weeks improves correlation with stillbirth risk: A statewide population study. PLoS One 2022; 17:e0271538. [PMID: 35947552 PMCID: PMC9365147 DOI: 10.1371/journal.pone.0271538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 07/02/2022] [Indexed: 11/18/2022] Open
Abstract
Objective
Many growth charts provide single centile cutoffs for each week of gestation, yet fetuses gain weight throughout the week. We aimed to assess whether using a single centile per week distorts the proportion of infants classified as small and their risk of stillbirth across the week.
Design
Retrospective cohort study.
Setting
Victoria, Australia.
Population
Singleton, non-anomalous infants born from 2005–2015 (529,261).
Methods
We applied growth charts to identify small-for-gestational-age (SGA) fetuses on week-based charts (single centile per gestational week) and day-based charts (centile per gestational day).
Main outcome measures
Proportions <10th centile by each chart, and stillbirth risk amongst SGA infants.
Results
Using week-based charts, 12.1% of infants born on the first day of a gestational week were SGA, but only 7.8% on the final day; ie. an infant born at the end of the week was 44% less likely to be classed as SGA (p<0.0001). The relative risk of stillbirth amongst SGA infants born on the final day of the week compared with the first was 1.47 (95%CI 1.09–2.00, p = 0.01). Using day charts, SGA proportions were similar and stillbirth risk equal between the beginning and end of the week (9.5% vs 9.9%).
Conclusions
Growth standards using a single cutoff for a gestational week overestimate the proportion of infants that are small at the beginning of the week and underestimate the proportion at the end. This distorts the risk of stillbirth amongst SGA infants based on when in the week an infant is born. Day-based charts should be used.
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Affiliation(s)
- Natasha L. Pritchard
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Victoria, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
- * E-mail:
| | - Stephen Tong
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Victoria, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
| | - Susan P. Walker
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Victoria, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
| | - Anthea C. Lindquist
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Victoria, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg, Victoria, Australia
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Bai X, Zhou Z, Su M, Li Y, Yang L, Liu K, Yang H, Zhu H, Chen S, Pan H. Predictive models for small-for-gestational-age births in women exposed to pesticides before pregnancy based on multiple machine learning algorithms. Front Public Health 2022; 10:940182. [PMID: 36003638 PMCID: PMC9394741 DOI: 10.3389/fpubh.2022.940182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 07/19/2022] [Indexed: 11/25/2022] Open
Abstract
Background The association between prenatal pesticide exposures and a higher incidence of small-for-gestational-age (SGA) births has been reported. No prediction model has been developed for SGA neonates in pregnant women exposed to pesticides prior to pregnancy. Methods A retrospective cohort study was conducted using information from the National Free Preconception Health Examination Project between 2010 and 2012. A development set (n = 606) and a validation set (n = 151) of the dataset were split at random. Traditional logistic regression (LR) method and six machine learning classifiers were used to develop prediction models for SGA neonates. The Shapley Additive Explanation (SHAP) model was applied to determine the most influential variables that contributed to the outcome of the prediction. Results 757 neonates in total were analyzed. SGA occurred in 12.9% (n = 98) of cases overall. With an area under the receiver-operating-characteristic curve (AUC) of 0.855 [95% confidence interval (CI): 0.752–0.959], the model based on category boosting (CatBoost) algorithm obtained the best performance in the validation set. With the exception of the LR model (AUC: 0.691, 95% CI: 0.554–0.828), all models had good AUCs. Using recursive feature elimination (RFE) approach to perform the feature selection, we included 15 variables in the final model based on CatBoost classifier, achieving the AUC of 0.811 (95% CI: 0.675–0.947). Conclusions Machine learning algorithms can develop satisfactory tools for SGA prediction in mothers exposed to pesticides prior to pregnancy, which might become a tool to predict SGA neonates in the high-risk population.
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Affiliation(s)
- Xi Bai
- Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Zhibo Zhou
- Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | | | - Yansheng Li
- DHC Mediway Technology Co., Ltd, Beijing, China
| | | | - Kejia Liu
- DHC Mediway Technology Co., Ltd, Beijing, China
| | - Hongbo Yang
- Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Huijuan Zhu
- Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Shi Chen
- Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
- *Correspondence: Hui Pan
| | - Hui Pan
- Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
- Shi Chen
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