1
|
Flo K, Kulseng CPS, Peterson HF, Hillestad V, Sommerfelt S, Eskild A. Placental size and umbilical vein volume blood flow. Acta Obstet Gynecol Scand 2025; 104:1135-1142. [PMID: 40230057 DOI: 10.1111/aogs.15110] [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: 11/22/2024] [Revised: 02/16/2025] [Accepted: 03/16/2025] [Indexed: 04/16/2025]
Abstract
INTRODUCTION The fetus receives oxygen and nutrition from the placenta through the umbilical vein. There is a large variation in placental size and placental size relative to fetal size (placental-fetal ratio). We studied whether placental size or placental-fetal ratio is related to blood flow in the umbilical vein. MATERIAL AND METHODS We performed a prospective study at Akershus University Hospital in Norway and a total of 73 women were examined in gestational weeks 27 and 37. Fifty-six women were examined at both time points. B-mode ultrasound and Doppler ultrasonography were used to measure the umbilical vein volume blood flow per minute. Magnetic resonance imaging was used to measure placental and fetal volume. Pearson's and Spearman's correlation coefficients were applied for estimations of associations. RESULTS In gestational week 27, the umbilical vein volume blood flow was positively correlated with fetal size (Pearson's correlation coefficient r = 0.372, p = 0.003, and Spearman's correlation coefficient r = 0.384, p = 0.002), but not with placental size (Pearson's r = 0.130, p = 0.317, and Spearman's r = - 0.53, p = 0.687) or placental-fetal ratio (Pearson's r = - 0.61, p = 0.641, and Spearman's r = - 0.218, p = 0.092). In gestational week 37, we found positive correlations of the umbilical vein volume blood flow with fetal size (Pearson's r = 0.428, p = <0.001, and Spearman's r = 0.391, p <0.001), placental size (Pearson's r = 0.400, p = 0.001, and Spearman's r = 0.643, p <0.001), and with placental-fetal ratio (Pearson's r = 0.224, p = 0.066, and Spearman's r = 0.266, p = 0.028). CONCLUSIONS A large placenta and a high placental-fetal ratio are associated with increased umbilical vein blood flow.
Collapse
Affiliation(s)
- Kari Flo
- Division of Obstetrics and Gynecology, Akershus University Hospital, Lørenskog, Norway
| | - Carl Petter Skaar Kulseng
- Division of Obstetrics and Gynecology, Akershus University Hospital, Lørenskog, Norway
- Sunnmøre MR-Klinikk, Ålesund, Norway
| | - Helene Fjeldvik Peterson
- Division of Obstetrics and Gynecology, Akershus University Hospital, Lørenskog, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Vigdis Hillestad
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Diagnostic Imaging, Akershus University Hospital, Lørenskog, Norway
| | - Silje Sommerfelt
- Division of Obstetrics and Gynecology, Akershus University Hospital, Lørenskog, Norway
| | - Anne Eskild
- Division of Obstetrics and Gynecology, Akershus University Hospital, Lørenskog, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| |
Collapse
|
2
|
Bumrungphuet S, Ozawa K, Hansahiranwadee W, Muromoto J, Wada S, Sago H. Umbilical Venous Flow Volume and Fetal Combined Cardiac Output in Twin Pregnancies. Twin Res Hum Genet 2025:1-8. [PMID: 40356519 DOI: 10.1017/thg.2025.23] [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: 05/15/2025]
Abstract
This study aimed to establish normal reference ranges of combined cardiac output (CCO) and umbilical venous flow volume (UVFV) in twin fetuses at 20 to 28 weeks of gestation and to evaluate the differences between monochorionic and dichorionic twins. CCO and UVFV were prospectively measured by ultrasound at two centers. The following exclusion criteria were applied: age <18 years or >45 years, first hospital visit at >16 weeks of gestation, monochorionic monoamniotic twin pregnancy, fetal structural or chromosomal abnormality, fetal growth restriction, twin-twin transfusion syndrome, twin anemia polycythemia sequence, and severe hypertension or renal disease were excluded. The period was divided into three groups: 20-22 weeks of gestation, 23-25 weeks of gestation, and 26-28 weeks of gestation. The CCO and UVFV were measured at least once during each period. CCO and UVFV were collected from 274 and 269 fetuses and were measured 412 and 424 times, respectively. UVFV and CCO levels increased as gestation progressed. The weight-corrected UVFV (UVFV/kg) and CCO (CCO/kg) remained stable. UVFV and CCO did not differ between monochorionic and dichorionic twin fetuses. The mean ± SD of UVFV/kg and CCO/kg were determined as 127.8 ± 31.8 and 439.4 ± 80.1 mL/kg/min, respectively. The UVFV-to-CCO ratio also remained stable from 20 to 28 weeks of gestation, ranging from 27.7% to 31.8%. The values and ranges of UVFV/kg and mean CCO/kg in twins were similar to those in singletons.
Collapse
Affiliation(s)
- Sommart Bumrungphuet
- Maternal-Fetal Medicine Division, Obstetrics & Gynaecology Department, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Katsusuke Ozawa
- Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Wirada Hansahiranwadee
- Maternal-Fetal Medicine Division, Obstetrics & Gynaecology Department, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Jin Muromoto
- Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Seiji Wada
- Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Haruhiko Sago
- Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| |
Collapse
|
3
|
Birene B, Ferreira A, Raimond E, Graesslin O, Ishaque U, Gabriel R. Impact of screening for large-for-gestational-age fetuses on maternal and neonatal outcomes: a prospective observational study. J Perinat Med 2025; 53:367-375. [PMID: 39689027 DOI: 10.1515/jpm-2024-0522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Accepted: 11/27/2024] [Indexed: 12/19/2024]
Abstract
OBJECTIVES Debates on the management of macrosomia are still current. We have to consider the consequences of screening to contribute to these discussions. Our aim is to study the consequences of the 3rd trimester fetal macrosomia screening protocols used in several centres in the same French region in order to determine whether this screening affects maternal and neonatal outcomes: mode of delivery, maternal complications (haemorrhage, perineal lesions), neonatal health (pH, Apgar score) and the occurrence of neonatal trauma during delivery. METHODS Prospective observational, multicenter cohort study (Reims, Châlons en Champagne and Charleville-Mézières hospitals). All women with low-risk pregnancies who could benefit from screening for fetal macrosomia were included. Neonatal macrosomia was defined as a weight above the 90th percentile according to AUDIPOG adjusted growth curves. The principal outcome was the cesarean section rate. Secondary outcomes were instrumental deliveries and maternal and neonatal morbidity and mortality. RESULTS 2,217 women were included. Rates of cesarean section and instrumental delivery were higher if macrosomia had been screened, whether rightly, in large-for-gestational-age newborns (respectively 9,802 [1.638-190.290], p=0.038 and 3,021 [1.099-8.846], p=0.036) or wrongly, in newborns who were ultimately appropriate-for-date (respectively ORa 3.562 [1.377-10.128], p=0.01 and 3.042 [1.139-8.596], p=0.36). This screening did not reduce maternal and neonatal morbidity and mortality. CONCLUSIONS Screening for fetal macrosomia may be associated with increased rates of cesarean section and instrumental delivery for large-for-gestational-age and appropriate-for-date newborns. These results do not show any impact of these variations on maternal or neonatal health, and do not allow us to change practices directly. They do, however, alert us to the consequences of widespread screening for LGA and its possible side effects, which could be better targeted to high-risk populations or improved according to other criteria.
Collapse
Affiliation(s)
- Benjamin Birene
- Department of Obstetrics and Gynecology, Maison Blanche Hospital, Reims, France
| | - Alexandre Ferreira
- Department of Obstetrics and Gynecology, Maison Blanche Hospital, Reims, France
| | - Emilie Raimond
- Department of Obstetrics and Gynecology, Maison Blanche Hospital, Reims, France
| | - Olivier Graesslin
- Department of Obstetrics and Gynecology, Maison Blanche Hospital, Reims, France
| | - Uzma Ishaque
- Department of Obstetrics and Gynecology, Maison Blanche Hospital, Reims, France
| | - René Gabriel
- Department of Obstetrics and Gynecology, Maison Blanche Hospital, Reims, France
| |
Collapse
|
4
|
Ewington L, Black N, Leeson C, Al Wattar BH, Quenby S. Multivariable prediction models for fetal macrosomia and large for gestational age: A systematic review. BJOG 2024; 131:1591-1602. [PMID: 38465451 DOI: 10.1111/1471-0528.17802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 02/08/2024] [Accepted: 02/22/2024] [Indexed: 03/12/2024]
Abstract
BACKGROUND The identification of large for gestational age (LGA) and macrosomic fetuses is essential for counselling and managing these pregnancies. OBJECTIVES To systematically review the literature for multivariable prediction models for LGA and macrosomia, assessing the performance, quality and applicability of the included model in clinical practice. SEARCH STRATEGY MEDLINE, EMBASE and Cochrane Library were searched until June 2022. SELECTION CRITERIA We included observational and experimental studies reporting the development and/or validation of any multivariable prediction model for fetal macrosomia and/or LGA. We excluded studies that used a single variable or did not evaluate model performance. DATA COLLECTION AND ANALYSIS Data were extracted using the Checklist for critical appraisal and data extraction for systematic reviews of prediction modelling studies checklist. The model performance measures discrimination, calibration and validation were extracted. The quality and completion of reporting within each study was assessed by its adherence to the TRIPOD (Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis) checklist. The risk of bias and applicability were measured using PROBAST (Prediction model Risk Of Bias Assessment Tool). MAIN RESULTS A total of 8442 citations were identified, with 58 included in the analysis: 32/58 (55.2%) developed, 21/58 (36.2%) developed and internally validated and 2/58 (3.4%) developed and externally validated a model. Only three studies externally validated pre-existing models. Macrosomia and LGA were differentially defined by many studies. In total, 111 multivariable prediction models were developed using 112 different variables. Model discrimination was wide ranging area under the receiver operating characteristics curve (AUROC 0.56-0.96) and few studies reported calibration (11/58, 19.0%). Only 5/58 (8.6%) studies had a low risk of bias. CONCLUSIONS There are currently no multivariable prediction models for macrosomia/LGA that are ready for clinical implementation.
Collapse
Affiliation(s)
- Lauren Ewington
- Division of Biomedical Sciences, University of Warwick, Coventry, UK
- University Hospitals Coventry and Warwickshire, Coventry, UK
| | - Naomi Black
- Division of Biomedical Sciences, University of Warwick, Coventry, UK
- University Hospitals Coventry and Warwickshire, Coventry, UK
| | - Charlotte Leeson
- Division of Biomedical Sciences, University of Warwick, Coventry, UK
- University Hospitals Coventry and Warwickshire, Coventry, UK
| | - Bassel H Al Wattar
- Beginnings Assisted Conception Unit, Epsom and St Helier University Hospitals, London, UK
- Comprehensive Clinical Trials Unit, Institute for Clinical Trials and Methodology, University College London, London, UK
| | - Siobhan Quenby
- Division of Biomedical Sciences, University of Warwick, Coventry, UK
- University Hospitals Coventry and Warwickshire, Coventry, UK
| |
Collapse
|
5
|
Da Correggio KS, Galluzzo RN, von Wangenheim A, Werner H, Castro PT, Araujo Júnior E, Onofre ASC. Available evidence on fetal liver changes detected by ultrasound in pregnant women with gestational diabetes mellitus: Systematic review. JOURNAL OF CLINICAL ULTRASOUND : JCU 2024; 52:1121-1128. [PMID: 38994688 DOI: 10.1002/jcu.23760] [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: 05/19/2024] [Revised: 06/21/2024] [Accepted: 06/25/2024] [Indexed: 07/13/2024]
Abstract
The aim of this systematic review was to examine the available scientific literature on ultrasound-detected fetal liver changes in pregnant women with gestational diabetes mellitus (GDM) and to explore the potential of these markers to inform clinical management and improve outcomes. A total of four articles investigating fetal liver changes in GDM pregnancies were selected. The studies varied in methodology, gestational age studied, and diagnostic criteria for GDM. Fetal liver indices, such as fetal liver length and fetal liver volume, emerged as potential markers for identifying GDM and predicting adverse outcomes. Studies suggest an association between fetal liver changes and GDM, with implications for both maternal glycemic control and fetal metabolic adaptation. Variability in study methodology highlights the need for standardized approaches to assess fetal hepatic indices and their correlation with GDM outcomes.
Collapse
Affiliation(s)
- Karine Souza Da Correggio
- Division of Tocogynecology, University Hospital Polydoro Ernani of São Thiago, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
| | - Roberto Noya Galluzzo
- Division of Tocogynecology, University Hospital Polydoro Ernani of São Thiago, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
| | - Aldo von Wangenheim
- Brazilian Institute for Digital Convergence, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
| | - Heron Werner
- Department of Fetal Medicine, Biodesign Laboratory DASA/PUC, Rio de Janeiro, Brazil
| | | | - Edward Araujo Júnior
- Department of Obstetrics, Paulista School of Medicine - Federal University of São Paulo (EPM-UNIFESP), São Paulo, Brazil
- Discipline of Woman Health, Municipal University of São Caetano do Sul (USCS), São Caetano do Sul, Brazil
| | | |
Collapse
|
6
|
Fang Q, Shi Y, Zhang C, Cai Y, Yuan C, Yang J, He G. Value of foetal umbilical vein standardised blood flow volume in predicting weight gain in the third trimester: a prospective case-cohort study. Front Pediatr 2024; 12:1376774. [PMID: 39086624 PMCID: PMC11289770 DOI: 10.3389/fped.2024.1376774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 06/19/2024] [Indexed: 08/02/2024] Open
Abstract
Objective This study aims to establish a prediction model of foetal umbilical vein standardised blood flow volume (sQuv) on estimated foetal weight (EFW) in the third trimester. Methods A case-cohort study involving 200 eligible normal foetuses was conducted at the Ultrasound Department of Longquanyi District of Maternity and Child Healthcare Hospital between June 1, 2020 and December 31, 2021. Ultrasound measurements were taken at two separate intervals to assess EFW and the rate of EFW (rEFW) [first: between 28 w and 33 w6d of gestational age (GA); second: after 4-6 weeks]. Umbilical vein blood flow volume (Quv) and sQuv (normalised with EFW) were calculated only during the initial measurement. Using general linear regression, a prediction model for EFW based on GA and sQuv was developed, with the gestational week employed as a calibration scalar and validated using linear regression cross-validation. Results In the third trimester, EFW exhibited significant correlations with GA, abdominal circumference (AC), head circumference (HC) and Quv (all ρ > 0.6, P < 0.001). Furthermore, the rEFW showed significant correlations with Quv and sQuv (all ρ > 0.6, P < 0.001). A linear regression equation was established using a general linear regression model: rEFW = 0.32689 × sQuv. Additionally, a foetal weight prediction model (EFW = -2,554.6770 + 0.9655 × sQuv + 129.6916 × GA) was established using sQuv. The above two formulas were cross-validated by intra-group linear regression and proved to be of good efficacy. Conclusions In the third trimester, EFW displayed significant correlations with GA, AC, HC and Quv. Additionally, the rEFW exhibited significant correlations with Quv and sQuv. The sQuv during the third trimester has predictive value for foetal weight, serving as an early warning indicator.
Collapse
Affiliation(s)
- Qian Fang
- Department of Ultrasound, LongQuanYi District of Chengdu Maternity and Child Health Care Hospital, Chengdu, China
| | - Yihao Shi
- Department of Statistics, LongQuanYi District of Chengdu Maternity and Child Health Care Hospital, Chengdu, China
| | - Chao Zhang
- Department of Ultrasound, LongQuanYi District of Chengdu Maternity and Child Health Care Hospital, Chengdu, China
| | - Ying Cai
- Department of Ultrasound, LongQuanYi District of Chengdu Maternity and Child Health Care Hospital, Chengdu, China
| | - Cuili Yuan
- Department of Ultrasound, LongQuanYi District of Chengdu Maternity and Child Health Care Hospital, Chengdu, China
| | - Jiaxiang Yang
- Department of Ultrasound, Sichuan Provincial Maternity and Child Health Care Hospital, Chengdu, China
| | - Guannan He
- Department of Ultrasound, Sichuan Provincial Maternity and Child Health Care Hospital, Chengdu, China
| |
Collapse
|
7
|
Ahmed MA, Bailey HD, Pereira G, White SW, Wong K, Marriott R, Hare MJL, McNamara BJ, Shepherd CCJ. Shoulder dystocia in babies born to Aboriginal mothers with diabetes: a population-based cohort study, 1998-2015. BMC Pregnancy Childbirth 2024; 24:395. [PMID: 38816708 PMCID: PMC11137982 DOI: 10.1186/s12884-024-06484-1] [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: 03/06/2023] [Accepted: 04/05/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Australian Aboriginal and Torres Strait Islander women with diabetes in pregnancy (DIP) are more likely to have glycaemic levels above the target range, and their babies are thus at higher risk of excessive fetal growth. Shoulder dystocia, defined by failure of spontaneous birth of fetal shoulder after birth of the head requiring obstetric maneuvers, is an obstetric emergency that is strongly associated with DIP and fetal size. The aim of this study was to investigate the epidemiology of shoulder dystocia in Aboriginal babies born to mothers with DIP. METHODS Stratifying by Aboriginal status, characteristics of births complicated by shoulder dystocia in women with and without DIP were compared and incidence and time-trends of shoulder dystocia were described. Compliance with guidelines aiming at preventing shoulder dystocia in women with DIP were compared. Post-logistic regression estimation was used to calculate the population attributable fractions (PAFs) for shoulder dystocia associated with DIP and to estimate probabilities of shoulder dystocia in babies born to mothers with DIP at birthweights > 3 kg. RESULTS Rates of shoulder dystocia from vaginal births in Aboriginal babies born to mothers with DIP were double that of their non-Aboriginal counterparts (6.3% vs 3.2%, p < 0.001), with no improvement over time. Aboriginal mothers with diabetes whose pregnancies were complicated by shoulder dystocia were more likely to have a history of shoulder dystocia (13.1% vs 6.3%, p = 0.032). Rates of guideline-recommended elective caesarean section in pregnancies with diabetes and birthweight > 4.5 kg were lower in the Aboriginal women (28.6% vs 43.1%, p = 0.004). PAFs indicated that 13.4% (95% CI: 9.7%-16.9%) of shoulder dystocia cases in Aboriginal (2.7% (95% CI: 2.1%-3.4%) in non-Aboriginal) women were attributable to DIP. Probability of shoulder dystocia among babies born to Aboriginal mothers with DIP was higher at birthweights > 3 kg. CONCLUSIONS Aboriginal mothers with DIP had a higher risk of shoulder dystocia and a stronger association between birthweight and shoulder dystocia. Many cases were recurrent. These factors should be considered in clinical practice and when counselling women.
Collapse
Affiliation(s)
- Marwan Awad Ahmed
- Telethon Kids Institute, University of Western Australia, Perth, Australia.
- School of Population and Global Health, The University of Western Australia, Perth, Australia.
| | - Helen D Bailey
- Telethon Kids Institute, University of Western Australia, Perth, Australia
- Curtin Medical School, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Gavin Pereira
- Curtin School of Population Health, Curtin University, Perth, Western Australia, Australia
- Centre for Fertility and Health (CeFH), Norwegian Institute of Public Health, Oslo, Norway
- enAble Institute, Curtin University, Perth, Western Australia, Australia
| | - Scott W White
- Division of Obstetrics and Gynaecology, The University of Western Australia, Perth, WA, Australia
- Maternal Fetal Medicine Service, King Edward Memorial Hospital, Subiaco, WA, Australia
| | - Kingsley Wong
- Telethon Kids Institute, University of Western Australia, Perth, Australia
- Curtin School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - Rhonda Marriott
- Ngangk Yira Research Centre, Murdoch University, Perth, WA, Australia
| | - Matthew J L Hare
- Wellbeing and Chronic Preventable Diseases Division, Menzies School of Health Research, Charles Darwin University, Darwin, Northern Territory, Australia
- Department of Endocrinology, Royal Darwin Hospital, Darwin, Northern Territory, Australia
| | - Bridgette J McNamara
- Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Australia
- Barwon South West Public Health Unit, Barwon Health, Geelong, Victoria, Australia
| | - Carrington C J Shepherd
- Telethon Kids Institute, University of Western Australia, Perth, Australia
- Curtin Medical School, Faculty of Health Sciences, Curtin University, Perth, Australia
- Ngangk Yira Research Centre, Murdoch University, Perth, WA, Australia
| |
Collapse
|
8
|
Shulman Y, Shah BR, Berger H, Yoon EW, Helpaerin I, Mei-Dan E, Aviram A, Retnakaran R, Melamed N. Prediction of birthweight and risk of macrosomia in pregnancies complicated by diabetes. Am J Obstet Gynecol MFM 2023; 5:101042. [PMID: 37286100 DOI: 10.1016/j.ajogmf.2023.101042] [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: 03/02/2023] [Revised: 05/15/2023] [Accepted: 05/28/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND Antenatal detection of accelerated fetal growth and macrosomia in pregnancies complicated by diabetes mellitus is important for patient counseling and management. Sonographic fetal weight estimation is the most commonly used tool to predict birthweight and macrosomia. However, the predictive accuracy of sonographic fetal weight estimation for these outcomes is limited. In addition, an up-to-date sonographic fetal weight estimation is often unavailable before birth. This may result in a failure to identify macrosomia, especially in pregnancies complicated by diabetes mellitus where care providers might underestimate fetal growth rate. Therefore, there is a need for better tools to detect and alert care providers to the potential risk of accelerated fetal growth and macrosomia. OBJECTIVE This study aimed to develop and validate prediction models for birthweight and macrosomia in pregnancies complicated by diabetes mellitus. STUDY DESIGN This was a completed retrospective cohort study of all patients with a singleton live birth at ≥36 weeks of gestation complicated by preexisting or gestational diabetes mellitus observed at a single tertiary center between January 2011 and May 2022. Candidate predictors included maternal age, parity, type of diabetes mellitus, information from the most recent sonographic fetal weight estimation (including estimated fetal weight, abdominal circumference z score, head circumference-to-abdomen circumference z score ratio, and amniotic fluid), fetal sex, and the interval between ultrasound examination and birth. The study outcomes were macrosomia (defined as birthweights >4000 and >4500 g), large for gestational age (defined as a birthweight >90th percentile for gestational age), and birthweight (in grams). Multivariable logistic regression models were used to estimate the probability of dichotomous outcomes, and multivariable linear regression models were used to estimate birthweight. Model discrimination and predictive accuracy were calculated. Internal validation was performed using the bootstrap resampling technique. RESULTS A total of 2465 patients met the study criteria. Most patients had gestational diabetes mellitus (90%), 6% of patients had type 2 diabetes mellitus, and 4% of patients had type 1 diabetes mellitus. The overall proportions of infants with birthweights >4000 g, >4500 g, and >90th percentile for gestational age were 8%, 1%, and 12%, respectively. The most contributory predictor variables were estimated fetal weight, abdominal circumference z score, ultrasound examination to birth interval, and type of diabetes mellitus. The models for the 3 dichotomous outcomes had high discriminative accuracy (area under the curve receiver operating characteristic curve, 0.929-0.979), which was higher than that achieved with estimated fetal weight alone (area under the curve receiver operating characteristic curve, 0.880-0.931). The predictive accuracy of the models had high sensitivity (87%-100%), specificity (84%-92%), and negative predictive values (84%-92%). The predictive accuracy of the model for birthweight had low systematic and random errors (0.6% and 7.5%, respectively), which were considerably smaller than the corresponding errors achieved with estimated fetal weight alone (-5.9% and 10.8%, respectively). The proportions of estimates within 5%, 10%, and 15% of the actual birthweight were high (52.3%, 82.9%, and 94.9%, respectively). CONCLUSION The prediction models developed in the current study were associated with greater predictive accuracy for macrosomia, large for gestational age, and birthweight than the current standard of care that includes estimated fetal weight alone. These models may assist care providers in counseling patients regarding the optimal timing and mode of delivery.
Collapse
Affiliation(s)
- Yonatan Shulman
- Division of Maternal-Fetal Medicine (Mr Shulman and Drs Aviram and Melamed), Department of Obstetrics and Gynecology, Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada
| | - Baiju R Shah
- Department of Medicine (Dr Shah), Institute for Clinical Evaluative Sciences, and Institute for Health Policy, Management, and Evaluation, Sunnybrook Research Institute, Ontario, Canada; Division of Endocrinology (Drs Shah and Retnakaran), Department of Obstetrics and Gynecology, Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada
| | - Howard Berger
- Division of Maternal-Fetal Medicine (Dr Berger), Department of Obstetrics and Gynecology, St. Michael's Hospital, University of Toronto, Ontario, Canada
| | - Eugene W Yoon
- Maternal-Infant Care Research Centre (Mr Yoon), Mount Sinai Hospital, Toronto, ON, Canada; Division of Maternal-Fetal Medicine (Mr Yoon), Department of Obstetrics and Gynecology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Ilana Helpaerin
- Department of Endocrinology (Dr Helpaerin), Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada
| | - Elad Mei-Dan
- Division of Maternal-Fetal Medicine (Dr Mei-Dan), Department of Obstetrics and Gynecology, North York General Hospital, University of Toronto, Ontario, Canada
| | - Amir Aviram
- Division of Maternal-Fetal Medicine (Mr Shulman and Drs Aviram and Melamed), Department of Obstetrics and Gynecology, Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada
| | - Ravi Retnakaran
- Division of Endocrinology (Drs Shah and Retnakaran), Department of Obstetrics and Gynecology, Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada; Leadership Sinai Centre for Diabetes (Dr Retnakaran), Mount Sinai Hospital, Toronto, ON, Canada; Lunenfeld-Tanenbaum Research Institute (Dr Retnakaran), Mount Sinai Hospital, Toronto, ON, Canada
| | - Nir Melamed
- Division of Maternal-Fetal Medicine (Mr Shulman and Drs Aviram and Melamed), Department of Obstetrics and Gynecology, Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada.
| |
Collapse
|
9
|
Lu JLA, Jamhour M, Rizzo G. Is a fetal epicardial fat thickness a proxy of cardiac function? JOURNAL OF CLINICAL ULTRASOUND : JCU 2023; 51:981-982. [PMID: 37204923 DOI: 10.1002/jcu.23490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 05/08/2023] [Indexed: 05/21/2023]
Affiliation(s)
- Jia Li Angela Lu
- Department of Obstetrics and Gynecology, Fondazione Policlinico Tor Vergata Roma, Università di Roma Tor Vergata, Rome, Italy
| | - Meriem Jamhour
- Department of Obstetrics and Gynecology, Fondazione Policlinico Tor Vergata Roma, Università di Roma Tor Vergata, Rome, Italy
| | - Giuseppe Rizzo
- Department of Obstetrics and Gynecology, Fondazione Policlinico Tor Vergata Roma, Università di Roma Tor Vergata, Rome, Italy
| |
Collapse
|
10
|
Barbieri M, Di Martino DD, Ferrazzi EM, Stampalija T. Umbilical vein blood flow: State-of-the-art. JOURNAL OF CLINICAL ULTRASOUND : JCU 2023; 51:318-325. [PMID: 36785504 DOI: 10.1002/jcu.23412] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 11/25/2022] [Accepted: 11/29/2022] [Indexed: 06/18/2023]
Abstract
Placental blood supply to the fetus can be measured by evaluating the umbilical vein blood flow. Despite its potential application in healthcare, the umbilical vein blood flow volume is still used only in research setting. One of the reasons is a concern regarding its reproducibility, partly due to technology issues. Nowadays, technology improvements make this evaluation accurate and reproducible. The aim of this review is to refresh basic elements of the physiology of umbilical vein blood flow and its analysis. Its evaluation in normal and abnormal fetal growth is also discussed.
Collapse
Affiliation(s)
- Moira Barbieri
- Department of Mother, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Policlinico di Milano, Milan, Italy
| | - Daniela Denis Di Martino
- Department of Mother, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Policlinico di Milano, Milan, Italy
| | - Enrico Mario Ferrazzi
- Department of Mother, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Policlinico di Milano, Milan, Italy
- Department of Clinical and Community Sciences, University of Milan, Milan, Italy
| | - Tamara Stampalija
- Unit of Fetal Medicine and Prenatal Diagnosis, Institute for Maternal and Child Health IRCCS "Burlo Garofolo", Trieste, Italy
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| |
Collapse
|
11
|
Rubin JM, Fowlkes JB, Pinter SZ, Treadwell MC, Kripfgans OD. Umbilical Vein Pulse Wave Spectral Analysis: A Possible Method for Placental Assessment Through Evaluation of Maternal and Fetal Flow Components. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:2445-2457. [PMID: 34935157 PMCID: PMC10204125 DOI: 10.1002/jum.15927] [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: 06/04/2021] [Revised: 12/08/2021] [Accepted: 12/09/2021] [Indexed: 05/25/2023]
Abstract
OBJECTIVES Placental blood flow analysis is complicated by having both maternal and fetal flow components. Using the Fast Fourier Transform (FFT) of the umbilical venous pulse wave spectra (PW) envelope, we could simultaneously assess maternal/fetal blood flow in the placenta and investigate if normal and intrauterine growth restriction (IUGR)/pre-eclamptic pregnancies could be distinguished. METHODS This retrospective study included normal gestations (N = 11) and gestations with IUGR, pre-eclampsia, or both (N = 13). Umbilical vein PW were acquired and spectral envelopes were identified as a function of time and analyzed by FFT. Base-10 logarithms of the ratios of the maternal/fetal spectral peaks (LRSP) were compared in normal and IUGR/pre-eclamptic populations (two-tailed t-test). Body mass index (BMI), gestational age at scan time, placental position, and weight-normalized umbilical vein blood volume flow (two-tailed t-test, analysis of variance [ANOVA] analysis) were tested. P < .05 was considered significant. RESULTS The LRSP for normal and IUGR/pre-eclamptic pregnancies were 0.141 ± 0.180 and -0.072 ± 0.262 (mean ± standard deviation), respectively (P = .033). We detected differences between normal gestations and combinations of LRSP and weight-normalized umbilical venous blood flows. Placental effects based on LRSPs and blood flow may act synergistically in cases with both pre-eclampsia and IUGR (P = .014). No other significant associations were seen. CONCLUSIONS In this preliminary study, we showed that umbilical venous flow contains markers related to placental maternal/fetal blood flow, which can be used to assess IUGR and pre-eclampsia. When coupled with umbilical cord blood flow, this new marker may potentially identify the primary causes of the two conditions.
Collapse
Affiliation(s)
- Jonathan M Rubin
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - J Brian Fowlkes
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Stephen Z Pinter
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Marjorie C Treadwell
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA
| | | |
Collapse
|
12
|
Rizzo G, Patrizi L, Mappa I. Can we improve the diagnosis of fetal macrosomia? JOURNAL OF CLINICAL ULTRASOUND : JCU 2022; 50:974-975. [PMID: 36069463 DOI: 10.1002/jcu.23238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 05/02/2022] [Indexed: 06/15/2023]
Affiliation(s)
- Giuseppe Rizzo
- Department of Obstetrics and Gynecology, Università di Roma Tor Vergata, Rome, Italy
| | - Lodovico Patrizi
- Department of Obstetrics and Gynecology, Università di Roma Tor Vergata, Rome, Italy
| | - Ilenia Mappa
- Department of Obstetrics and Gynecology, Università di Roma Tor Vergata, Rome, Italy
| |
Collapse
|
13
|
Garbagnati M, Aye CYL, Cavallaro A, Mathewlynn S, Ioannou C, Impey L. Ultrasound predictors of adverse outcome in pregnancy complicated by pre-existing and gestational diabetes. Acta Obstet Gynecol Scand 2022; 101:787-793. [PMID: 35441701 DOI: 10.1111/aogs.14361] [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: 10/06/2021] [Revised: 03/28/2022] [Accepted: 03/28/2022] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Ultrasound assessment of fetuses subjected to hyperglycemia is recommended but, apart from increased size, little is known about its interpretation, and the identification of which large fetuses of diabetic pregnancy are at risk is unclear. Newer markers of adverse outcomes, abdominal circumference growth velocity and cerebro-placental ratio, help to predict risk in non-diabetic pregnancy. Our study aims to assess their role in pregnancies complicated by diabetes. MATERIAL AND METHODS This is a retrospective analysis of a cohort of singleton, non-anomalous fetuses of women with pre-existing or gestational diabetes mellitus, and estimated fetal weight at the 10th centile or above. Gestational diabetes was diagnosed by selective screening of at risk groups. A universal ultrasound scan was offered at 20 and 36 weeks of gestation. Estimated fetal weight, abdominal circumference growth velocity, presence of polyhydramnios, and cerebro-placental ratio were evaluated at the 36-week scan. A composite adverse outcome was defined as the presence of one or more of perinatal death, arterial cord pH less than 7.1, admission to Neonatal Unit, 5-minute Apgar less than 7, severe hypoglycemia, or cesarean section for fetal compromise. A chi-squared test was used to test the association of estimated fetal weight at the 90th centile or above, polyhydramnios, abdominal circumference growth velocity at the 90th centile or above, and cerebro-placental ratio at the 5th centile or below with the composite outcome. Logistic regression was used to assess which ultrasound markers were independent risk factors. Odds ratios of composite adverse outcome with combinations of independent ultrasound markers were calculated. RESULTS A total of 1044 pregnancies were included, comprising 87 women with pre-existing diabetes mellitus and 957 with gestational diabetes. Estimated fetal weight at the 90th centile or above, abdominal circumference growth velocity at the 90th centile or above, cerebro-placental ratio at the 5th centile or below, but not polyhydramnios, were significantly associated with adverse outcomes: odds ratios (95% confidence intervals) 1.85 (1.21-2.84), 1.54 (1.02-2.31), 1.92 (1.21-3.30), and 1.53 (0.79-2.99), respectively. Only estimated fetal weight at the 90th centile or above and cerebro-placental ratio at the 5th centile or below were independent risk factors. The greatest risk (odds ratio 6.85, 95% confidence interval 2.06-22.78) was found where both the estimated fetal weight is at the 90th centile or above and the cerebro-placental ratio is at the 5th centile or below. CONCLUSIONS In diabetic pregnancies, a low cerebro-placental ratio, particularly in a macrosomic fetus, confers additional risk.
Collapse
Affiliation(s)
- Marta Garbagnati
- Fetal Medicine Unit, Women's Centre, John Radcliffe Hospital, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
| | - Christina Y L Aye
- Fetal Medicine Unit, Women's Centre, John Radcliffe Hospital, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
| | - Angelo Cavallaro
- Fetal Medicine Unit, Women's Centre, John Radcliffe Hospital, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
| | - Sam Mathewlynn
- Fetal Medicine Unit, Women's Centre, John Radcliffe Hospital, Oxford, UK
| | - Christos Ioannou
- Fetal Medicine Unit, Women's Centre, John Radcliffe Hospital, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
| | - Lawrence Impey
- Fetal Medicine Unit, Women's Centre, John Radcliffe Hospital, Oxford, UK.,Nuffield Department of Women's Reproductive Health, John Radcliffe Hospital, Oxford University, Oxford, UK
| |
Collapse
|