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Misan N, Michalak S, Kapska K, Osztynowicz K, Ropacka-Lesiak M, Kawka-Paciorkowska K. Does the Blood-Brain Barrier Integrity Change in Regard to the Onset of Fetal Growth Restriction? Int J Mol Sci 2023; 24:ijms24031965. [PMID: 36768287 PMCID: PMC9916066 DOI: 10.3390/ijms24031965] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/18/2022] [Accepted: 01/06/2023] [Indexed: 01/21/2023] Open
Abstract
The aim of the study was to determine whether early-onset and late-onset fetal growth restriction (FGR) differentially affects the blood-brain barrier integrity. Furthermore, the purpose of the study was to investigate the relationship between the blood-brain barrier breakdown and neurological disorders in FGR newborns. To evaluate the serum tight junction (TJ) proteins and the placental TJ proteins expression, an ELISA method was used. A significant difference in serum OCLN concentrations was noticed in pregnancies complicated by the early-onset FGR, in relation to the intraventricular hemorrhage (IVH) occurrence in newborns. No significant differences in concentrations of the NR1 subunit of the N-methyl-d-aspartate receptor (NR1), nucleoside diphosphate kinase A (NME1), S100 calcium-binding protein B (S100B), occludin (OCLN), claudin-5 (CLN5), zonula occludens-1 (zo-1), the CLN5/zo-1 ratio, and the placental expression of OCLN, CLN5, claudin-4 (CLN4), zo-1 were noticed between groups. The early-onset FGR was associated with a higher release of NME1 into the maternal circulation in relation to the brain-sparing effect and premature delivery. Additionally, in late-onset FGR, the higher release of the S100B into the maternal serum in regard to fetal distress was observed. Furthermore, there was a higher release of zo-1 into the maternal circulation in relation to newborns' moderate acidosis in late-onset FGR. Blood-brain barrier disintegration is not dependent on pregnancy advancement at the time of FGR diagnosis. NME1 may serve as a biomarker useful in the prediction of fetal circulatory centralization and extremely low birth weight in pregnancies complicated by the early-onset FGR. Moreover, the serum zo-1 concentration may have prognostic value for moderate neonatal acidosis in late-onset FGR pregnancies.
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Affiliation(s)
- Natalia Misan
- Department of Perinatology and Gynecology, Poznan University of Medical Sciences, 60-535 Poznan, Poland
- Correspondence:
| | - Sławomir Michalak
- Department of Neurochemistry and Neuropathology, Poznan University of Medical Sciences, 60-355 Poznan, Poland
- Department of Neurosurgery and Neurotraumatology, Poznan University of Medical Sciences, 60-355 Poznan, Poland
| | - Katarzyna Kapska
- Department of Perinatology and Gynecology, Poznan University of Medical Sciences, 60-535 Poznan, Poland
| | - Krystyna Osztynowicz
- Department of Neurochemistry and Neuropathology, Poznan University of Medical Sciences, 60-355 Poznan, Poland
| | - Mariola Ropacka-Lesiak
- Department of Perinatology and Gynecology, Poznan University of Medical Sciences, 60-535 Poznan, Poland
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Hamidi OP, Driver C, Steller JG, Peek EE, Monasta L, Stampalija T, Gumina DL, DeVore GR, Hobbins JC, Galan HL. Umbilical Venous Volume Flow in Late-Onset Fetal Growth Restriction. J Ultrasound Med 2023; 42:173-183. [PMID: 35451119 DOI: 10.1002/jum.15993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 04/01/2022] [Accepted: 04/04/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Umbilical vein flow (UVF) is reduced in fetal growth restriction (FGR). We compared absolute and size-adjusted UVF (estimated fetal weight [EFW] and abdominal circumference [AC]) and rates of abnormal UVF parameters (<10th percentile) among FGR fetuses meeting Delphi criteria (FGR-D) against small for gestational age (SGA) fetuses and appropriate for gestational age (AGA) controls. METHODS Absolute UVF, UVF/EFW, and UVF/AC were compared between 73 FGR pregnancies (35 FGR-D, 38 SGA) and 108 AGA controls. Rates of abnormal UVF were compared to abnormal umbilical artery pulsatility index (UAPI). Independent samples t-tests, Mann-Whitney U, odds ratio (OR), chi-squared, and Fisher's exact tests were used as appropriate. RESULTS Mean absolute UVF was significantly decreased in FGR-D compared to AGA (P = .0147), but not between SGA and AGA fetuses. The incidence of both abnormal absolute UVF and UVF/AC values (<10th centile) was higher among late-onset FGR fetuses versus AGA fetuses (UVF: OR 2.7, confidence interval [CI] 1.37-5.4; UVF/AC: OR 2.73, CI 1.37-5.4). UVF was more frequently abnormal than UAPI and in only two fetuses were both Doppler values abnormal. CONCLUSION Absolute UVF is altered in late-onset FGR, and most pronounced among FGR-D. UVF may provide additional insight into fetal compromise in those affected by growth restriction.
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Affiliation(s)
- Odessa P Hamidi
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Camille Driver
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Jon G Steller
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Emma E Peek
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Lorenzo Monasta
- Clinical Epidemiology and Public Health Research Unit, Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, 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
| | - Diane L Gumina
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Greggory R DeVore
- Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI, USA
| | - John C Hobbins
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Henry L Galan
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO, USA
- Colorado Fetal Care Center, Children's Hospital of Colorado, Aurora, CO, USA
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Şimşek A, Köse S. Modified Myocardial Performance Index in Fetal Growth Disturbances as Diagnostic and Prognostic Adjunct. Anatol J Cardiol 2023; 27:34-40. [PMID: 36680445 PMCID: PMC9893708 DOI: 10.14744/anatoljcardiol.2022.2577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 11/24/2022] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Fetal growth disturbance can be associated with cardiac dysfunction. This study aimed to assess the modified myocardial performance index in growth-restricted and appropriate for gestational age fetuses and evaluate both its prognostic value in perinatal period and also its association with adverse perinatal outcomes. METHODS Totally 131 pregnant women were included in this prospective study. Of these, 56 cases were in study group with a diagnosis of small fetus and 75 cases were in control group with a diagnosis appropriately grown fetus. Fetal echocardiography was performed in all pregnant women to measure modified myocardial performance index. Umbilical, middle cerebral and uterine artery Doppler ultrasound parameters were measured in the study group. Small fetuses were categorized into 2 subgroups of late-onset fetal growth restriction and small for gestational age. RESULTS Modified myocardial performance index was significantly higher in small fetuses compared to controls (0.45 vs. 0.37, P <.001). Newborn intensive care unit admission rates were significantly higher in small fetuses than in controls (chi-square test, P <.001). The highest mean modified myocardial performance index was recorded in the late-onset fetal growth restriction subgroup (0.45 vs. 0.41 vs. 0.37). The sensitivity and specificity of modified myocardial performance index in predicting adverse outcomes at a cut-off value of 0.41 were 63% and 75%, respectively. There was a significant negative correlation between modified myocardial performance index values and birth weights. CONCLUSIONS We found higher left fetal heart modified myocardial performance index values in small fetuses indicating the presence of prenatal cardiac dysfunction. Fetal myocardial performance deteriorates in concordance with severity of growth restriction. Modified myocardial performance index can also be used to predict adverse perinatal outcomes among growth-restricted fetuses.
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Affiliation(s)
- Ayşe Şimşek
- Department of Pediatric Cardiology, Democracy University Faculty of Medicine, Buca Seyfi Demirsoy Training and Research Hospital, İzmir, Turkey
| | - Semir Köse
- Department of Perinatology, Buca Seyfi Demirsoy Training and Research Hospital, İzmir, Turkey
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Morales-Roselló J, Loscalzo G, Jakaitė V, Buongiorno S, Perales Marín A. Healthy mothers with normal cardiotocograms at term. Is maternal age a true determinant of perinatal outcome? J Matern Fetal Neonatal Med 2022; 35:9843-9850. [PMID: 35345968 DOI: 10.1080/14767058.2022.2057794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVE to study the true determinants of adverse perinatal outcome (APO) in term healthy mothers with normal cardiotocograph (CTG), evaluating the real influence of maternal age. MATERIAL AND METHODS In a retrospective study, we assessed a group of 529 term healthy mothers with normal CTGs that regardless of maternal age, evolved spontaneously up to 41 ± 2 weeks. The result of the conservative management was evaluated by means of univariable and multivariable logistic regression analysis, determining the association of maternal age and other clinical and ultrasonographical parameters with APO. RESULT In contrast with low CPR MoM (OR = 0.155, p = .014), induction of labor (OR = 2.273, p = .023) and low parity (OR = 0.494, p = .026), maternal age and birth weight centile did not prove to be true determinants of perinatal outcome. The multivariable model for prediction of APO using clinical parameters presented a sensitivity of 35% and 27% for a false positive rate of 10% and 5%, AUC 0.736 (95% CI 0.655-0.818), p < .0001). CONCLUSIONS in healthy old mothers with normal CTGs at term, APO is determined by low CPR, the existence of labor induction and low parity, while no real influence was observed for maternal age, fetal smallness, and interval examination-delivery. These results do not support the current consensus on induction at earlier weeks to prevent adverse outcomes in all cases of advanced maternal age, advocating for a more individualized, customized, and less interventional management based on fetal hemodynamics.
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Affiliation(s)
- José Morales-Roselló
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain.,Departamento de Pediatría, Obstetricia y Ginecología, Universidad de Valencia, Valencia, Spain
| | - Gabriela Loscalzo
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Vaidilė Jakaitė
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Silvia Buongiorno
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Alfredo Perales Marín
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain.,Departamento de Pediatría, Obstetricia y Ginecología, Universidad de Valencia, Valencia, Spain
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Adıyaman D, Kuyucu M, Konuralp Atakul B, Gölbaşı H, Pala HG. Assessment of renal volume by 3D VOCAL Ultrasonography method in late-onset growth-restricted fetuses with normal amniotic fluid index. Ginekol Pol 2021; 91:679-684. [PMID: 33301162 DOI: 10.5603/gp.2020.0113] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 06/10/2020] [Accepted: 07/06/2020] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVES The aim of this study was to study renal volumetric alterations and renal artery doppler changes in late-onset fetal growth restricted (FGR) fetuses with normal amniotic fluid compared to healthy pregnancies. MATERIAL AND METHODS This prospective study was composed of pregnant women with late-onset FGR and a control group of uncomplicated pregnancies within 32-37 weeks of gestation. Following the assessment of umbilical, bilateral uterine, middle cerebral using Doppler Ultrasonography (US), three dimensional (3D) US Virtual Organ Computer-aided Analysis (VOCAL) was executed to calculate bilateral renal volumes. RESULTS A total of 76 fetuses with FGR and 51 healthy fetuses (control group) were evaluated. Umbilical artery Doppler systole/diastole and Pulsatility index values were found to be significantly different between the two groups (p = 0.001 and p = 0.001, respectively). Middle cerebral, bilateral uterine, and bilateral renal arteries' Doppler indices revealed no difference between the two groups. Right, left, and mean renal volume of the fetuses with FGR were smaller than the control group, and the differences were statistically significant (p = 0.025, p = 0.004, p = 0.004, respectively). Left renal volume was significantly greater than the right renal volume in the control group (p = 0.009). CONCLUSION Although not accompanied by oligohydramnios, and having similar renal vascular resistance as the control group, renal volumes of fetuses with late-onset FGR were still observed lower than the control group. This difference was explained by not decreased blood flow via redistribution but other mechanisms like glomeruli reduction and glomerular apoptosis.
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Affiliation(s)
- Duygu Adıyaman
- Tepecik Training and Research Hospital, Department of Obstetrics and Gynecology, Division of Perinatology, Izmir, Turkey..
| | - Melda Kuyucu
- Tepecik Training and Research Hospital, Department of Obstetrics and Gynecology, Division of Perinatology, Izmir, Turkey
| | - Bahar Konuralp Atakul
- Tepecik Training and Research Hospital, Department of Obstetrics and Gynecology, Division of Perinatology, Izmir, Turkey
| | - Hakan Gölbaşı
- Tepecik Training and Research Hospital, Department of Obstetrics and Gynecology, Division of Perinatology, Izmir, Turkey
| | - Halil Gürsoy Pala
- Tepecik Training and Research Hospital, Department of Obstetrics and Gynecology, Division of Perinatology, Izmir, Turkey
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Fernandez-Rodriguez B, de Alba C, Galindo A, Recio D, Villalain C, Pallas CR, Herraiz I. Obstetric and pediatric growth charts for the detection of late-onset fetal growth restriction and neonatal adverse outcomes. J Perinat Med 2021; 49:216-224. [PMID: 33027055 DOI: 10.1515/jpm-2020-0210] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 09/11/2020] [Indexed: 01/28/2023]
Abstract
OBJECTIVES Late-onset fetal growth restriction (FGR) has heterogeneous prenatal and postnatal diagnostic criteria. We compared the prenatal and postnatal diagnosis of late-onset FGR and their ability to predict adverse perinatal outcomes. METHODS Retrospective cohort study of 5442 consecutive singleton pregnancies that delivered beyond 34 + 0 weeks. Prenatal diagnosis of FGR was based on customized fetal growth standards and fetal Doppler while postnatal diagnosis was based on a birthweight <3rd percentile according to newborn charts (Olsen's charts and Intergrowth 21st century programme). Perinatal outcomes were analyzed depending on whether the diagnosis was prenatal, postnatal or both. RESULTS A total of 94 out of 5442 (1.7%) were diagnosed as late-onset FGR prenatally. Olsen's chart and Intergrowth 21st chart detected that 125/5442 (2.3%) and 106/5442 (2.0%) of infants had a birthweight <3rd percentile, respectively. These charts identified 35/94 (37.2%) and 40/94 (42.6%) of the newborns with a prenatal diagnosis of late-onset FGR. Prenatally diagnosed late-onset FGR infants were at a higher risk for hypoglycemia, jaundice and polycythemia. Both prenatally and postnatally diagnosed as late-onset FGR had a higher risk for respiratory distress syndrome when compared to non-FGR. The higher risks for intensive care admission and composite adverse outcomes were observed in those with a prenatal diagnosis of late-onset FGR that was confirmed after birth. CONCLUSIONS Current definitions of pre- and postnatal late-onset FGR do not match in more than half of cases. Infants with a prenatal or postnatal diagnosis of this condition have an increased risk of neonatal morbidity even if these diagnoses are not coincident.
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Affiliation(s)
| | - Concepción de Alba
- Department of Neonatology, University Hospital 12 de Octubre, 12 de Octubre Research Institute (imas12), Complutense University of Madrid, Madrid, Spain
| | - Alberto Galindo
- Department of Obstetrics and Gynaecology, Fetal Medicine Unit-SAMID, University Hospital 12 de Octubre, 12 de Octubre Research Institute (imas12), Complutense University of Madrid, Madrid, Spain
| | - David Recio
- Department of Neonatology, University Hospital 12 de Octubre, 12 de Octubre Research Institute (imas12), Complutense University of Madrid, Madrid, Spain
| | - Cecilia Villalain
- Department of Obstetrics and Gynaecology, Fetal Medicine Unit-SAMID, University Hospital 12 de Octubre, 12 de Octubre Research Institute (imas12), Complutense University of Madrid, Madrid, Spain
| | - Carmen Rosa Pallas
- Department of Neonatology, University Hospital 12 de Octubre, 12 de Octubre Research Institute (imas12), Complutense University of Madrid, Madrid, Spain
| | - Ignacio Herraiz
- Department of Obstetrics and Gynaecology, Fetal Medicine Unit-SAMID, University Hospital 12 de Octubre, 12 de Octubre Research Institute (imas12), Complutense University of Madrid, Madrid, Spain
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Kaya B, Tayyar A, Açar DK, Kaya S. Comparison of fetal cardiac functions between small-for-gestational age fetuses and late-onset growth-restricted fetuses. J Perinat Med 2019; 47:879-884. [PMID: 31393834 DOI: 10.1515/jpm-2019-0206] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 07/21/2019] [Indexed: 11/15/2022]
Abstract
Background This study aimed to investigate fetal cardiac functions by spectral tissue Doppler imaging (s-TDI) in pregnancies complicated with late-onset fetal growth restriction (LO-FGR) and small-for-gestational age (SGA). Methods Forty pregnancies complicated with late-onset FGR and 40 pregnancies complicated with SGA between the 34th and 37th weeks of gestation were enrolled in this study. Forty gestational age-matched pregnant women with no obstetrics complication were randomly selected as a control group. Small fetuses were classified as fetal growth restriction or SGA according to estimated fetal weight (EFW), umbilical artery pulsatility index (PI), cerebroplacental ratio (CPR) and uterine artery PI. s-TDI measurements were obtained at the right atrioventricular valve annulus. Results SGA and LO-FGR fetuses had significantly lower A' and S' values, and higher E'/A' ratio than the control group (P < 0.001). In comparison to controls, significantly prolonged isovolumetric contraction time (ICT') and isovolumetric relaxation time (IRT') and, significantly shortened ejection time (ET') were observed in fetuses with SGA and LO-FGR. Increased myocardial performance index (MPI') values were also found in fetuses with SGA and LO-FGR compared to controls. Conclusion The signs of cardiac dysfunction were observed both in fetuses with SGA and LO-FGR. The fetal cardiac function assessment with s-TDI could be a valuable method in the diagnosis of true growth restricted fetuses and in the management of these fetuses.
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Affiliation(s)
- Başak Kaya
- Department of Maternal-Fetal Medicine, Istanbul Medipol University Hospital, Istanbul, Turkey
| | - Ahmet Tayyar
- Department of Maternal-Fetal Medicine, Istanbul Medipol University Hospital, Istanbul, Turkey
| | - Deniz Kanber Açar
- Department of Maternal-Fetal Medicine, Health Sciences University, Bakırköy Dr. Sadi Konuk Education and Research Hospital, İstanbul, Turkey
| | - Serdar Kaya
- Department of Maternal-Fetal Medicine, Akdeniz University, Antalya, Turkey
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Morales-Roselló J, Buongiorno S, Loscalzo G, Villarroya Alfonso BR, Hervas-Marín D, Perales-Marín A. Mathematical simulation of Doppler changes in late-onset smallness; progression patterns of cerebral and umbilical anomalies define two types of late-onset fetal growth restriction. J Matern Fetal Neonatal Med 2019; 34:2869-2879. [PMID: 31550946 DOI: 10.1080/14767058.2019.1671346] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE To evaluate the progression of Doppler abnormalities in fetuses with late-onset fetal smallness (SGA) that become growth restricted (FGR). METHODS 524 Doppler examinations of the umbilical and cerebral arteries systems, belonging to 442 late-onset SGA fetuses after week 34, were studied, evaluating by means of the statistical difference with the respective abnormal centiles, the pattern of progression into abnormal Doppler values and the distribution and cumulative sum of Doppler anomalies according to the interval to delivery. RESULTS Only one third (33.5%, N = 148) of late-onset SGA fetuses presented Doppler anomalies, suggesting that most were of constitutional origin. The most frequent progression pattern into abnormal Doppler (N = 127, 85.81%) was that in which only one system (umbilical or cerebral) became abnormal. Half of fetuses debuted with abnormal umbilical flow (52%, N = 77) and half with cerebral anomalies (47.97%, N = 71), which were more likely to appear later and at shorter intervals to delivery (p = .007). These progression patters defined two varieties of late-onset FGR (type I and II) with similar outcome but different birth weight centiles (BW centile = 2.51, SD 2.91 versus 3.97, SD 3.17, p < .01). CONCLUSION Two thirds of late-onset fetal smallness occurs without hemodynamic changes. In half of the remaining cases an initial cerebral vasodilation defines a group of fetuses with similar outcome but higher BW centile.
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Affiliation(s)
- José Morales-Roselló
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain.,Departamento de Pediatría, Obstetricia y Ginecología, Universidad de Valencia, Valencia, Spain
| | - Silvia Buongiorno
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Gabriela Loscalzo
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | | | - David Hervas-Marín
- Unidad de Bioestadística, Instituto de Investigación Sanitaria La Fe, Valencia, Spain
| | - Alfredo Perales-Marín
- Servicio de Obstetricia, Hospital Universitario y Politécnico La Fe, Valencia, Spain.,Departamento de Pediatría, Obstetricia y Ginecología, Universidad de Valencia, Valencia, Spain
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