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Ciceri T, Squarcina L, Bertoldo A, Brambilla P, Melzi S, Peruzzo D. Fetal gestational age prediction via shape descriptors of cortical development. Front Pediatr 2024; 12:1471080. [PMID: 39633819 PMCID: PMC11614626 DOI: 10.3389/fped.2024.1471080] [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: 07/26/2024] [Accepted: 10/30/2024] [Indexed: 12/07/2024] Open
Abstract
Introduction Gyrification is the intricate process through which the mammalian cerebral cortex develops its characteristic pattern of sulci and gyri. Monitoring gyrification provides valuable insights into brain development and identifies potential abnormalities at an early stage. This study analyzes the cortical structure in neurotypical and pathological (spina bifida) fetuses using various shape descriptors to shed light on the gyrification process during pregnancy. Methods We compare morphometric properties encoded by commonly used scalar point-wise curvature-based signatures-such as mean curvature (H), Gaussian curvature (K), shape index (SI), and curvedness (C)-with multidimensional point-wise shape signatures, including spectral geometry processing methods like the Heat Kernel Signature (HKS) and Wave Kernel Signature (WKS), as well as the Signature of Histograms of Orientations (SHOT), which combines histogram and signature techniques. These latter signatures originate from computer graphics techniques and are rarely applied in the medical field. We propose a novel technique to derive a global descriptor from a given point-wise signature, obtaining GHKS, GWKS, and GSHOT. The extracted signatures are then evaluated using Support Vector Regression (SVR)-based algorithms to predict fetal gestational age (GA). Results GSHOT better encodes the GA to other global multidimensional point-wise shape signatures (GHKS, GWKS) and commonly used scalar point-wise curvature-based signatures (C, H, K, SI, FI), achieving a prediction R 2 of 0.89 and a mean absolute error of 6 days in neurotypical fetuses, and a R 2 of 0.64 and a mean absolute error of 10 days in pathological fetuses. Conclusion GSHOT provides researchers with an advanced tool to capture more nuanced aspects of fetal brain development and, specifically, of the gyrification process.
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Affiliation(s)
- Tommaso Ciceri
- NeuroImaging Lab, Scientific Institute IRCCS Eugenio Medea, Bosisio Parini, Italy
- Department of Information Engineering, University of Padua, Padua, Italy
| | - Letizia Squarcina
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Alessandra Bertoldo
- Department of Information Engineering, University of Padua, Padua, Italy
- Neuroscience Center, University of Padua, Padua, Italy
| | - Paolo Brambilla
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Simone Melzi
- Department of Informatics, Systems and Communication (DISCo), University of Milano-Bicocca, Milan, Italy
| | - Denis Peruzzo
- NeuroImaging Lab, Scientific Institute IRCCS Eugenio Medea, Bosisio Parini, Italy
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Zamłyński M, Zhemela O, Olejek A. Isolated Fetal Ventriculomegaly: Diagnosis and Treatment in the Prenatal Period. CHILDREN (BASEL, SWITZERLAND) 2024; 11:957. [PMID: 39201892 PMCID: PMC11352226 DOI: 10.3390/children11080957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 07/31/2024] [Accepted: 08/07/2024] [Indexed: 09/03/2024]
Abstract
Fetal ventriculomegaly (VM) is a defect of the central nervous system, typically diagnosed during the second-trimester ultrasound in fetuses with an atrial diameter (AD) of >10 mm. Non-isolated ventriculomegaly (NIVM) is heterogeneous in nature, coexisting with additional intracranial and/or extracranial malformations and genetic syndromes, resulting in an unfavorable prognosis for the further development of the child. Both the pregnancy management and counseling are dependent on the findings of combined ultrasound/MRI, genetic testing, and gestational age at diagnosis. The purpose of this review is to propose a hypothesis that diagnostic advancements allow to define the process of identification of the isolated forms of VM (IVM). Based on the evidence presented in the literature, we consider whether prenatal decompression for severe isolated VM (ISVM) is supported by the experimental trials and whether it might be implemented in clinical practice. Also, we describe the evolution of the diagnostic methods and expert opinions about the previously used prenatal decompression techniques for ISVM. In conclusion, we introduce the idea that fetal surgery centers have either reached or nearly reached the necessary level of expertise to perform such procedures. Endoscopic cystoventriculostomy (ETV) appears to be the most promising, as it is associated with minimal perinatal complications and favorable neurological outcomes in the neonatal period. Randomized trials with long-term neurodevelopmental follow-up of children who underwent prenatal decompression due to ISVM are necessary.
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Affiliation(s)
- Mateusz Zamłyński
- Department of Gynecology, Obstetrics and Oncological Gynecology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Stefana Batorego 15, 41-902 Bytom, Poland;
| | - Olena Zhemela
- Department of Obstetrics and Gynecology, Danylo Halytsky Lviv National Medical University, 79010 Lviv, Ukraine;
| | - Anita Olejek
- Department of Gynecology, Obstetrics and Oncological Gynecology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Stefana Batorego 15, 41-902 Bytom, Poland;
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Koneru S, Bhavsar S, Pugazenthi S, Koller GM, Karuparti S, Kann MR, Strahle JM. A qualitative analysis of patient and caregiver experiences with myelomeningocele through online discussion boards. Childs Nerv Syst 2024; 40:1783-1790. [PMID: 38578480 DOI: 10.1007/s00381-024-06331-w] [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: 12/14/2023] [Accepted: 02/21/2024] [Indexed: 04/06/2024]
Abstract
PURPOSE Patients and caregivers impacted by myelomeningocele (MMC) use online discussion board forums to create community and share information and concerns about this complex medical condition. We aim to identify the primary concerns expressed on these forums with the goal of understanding gaps in care that may merit investment of resources to improve care received by this population. METHODS Anonymous posts from online MMC discussion boards were compiled using internet search engines. Posts were then analyzed using an adaptation of the Grounded Theory Method, a three-step system involving open, axial, and selective coding of the data by two independent researchers to identify common themes. RESULTS Analysis of 400 posts written primarily by parents (n = 342, 85.5%) and patients (n = 45, 11.25%) yielded three overarching themes: questions surrounding quality of life, a lack of support for mothers of children with MMC, and confusion with a complex healthcare system. Many posts revealed concerns about management and well-being with MMC, including posts discussing symptoms and related conditions (n = 299, 75.75%), treatments (n = 259, 65.75%), and emotional aspects of MMC (n = 146, 36.5%). Additionally, families, especially mothers, felt a lack of support in their roles as caregivers. Finally, in 118 posts (29.5%), patients and families expressed frustration with navigating a complex healthcare system and finding specialists whose opinions they trusted. CONCLUSIONS MMC is a complex medical condition that impacts patients and families in unique ways. Analysis of online discussion board posts identified key themes to be addressed in order to improve the healthcare experiences of those impacted by MMC.
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Affiliation(s)
- Shriya Koneru
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Sanjeevani Bhavsar
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Sangami Pugazenthi
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Gretchen M Koller
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Sasidhar Karuparti
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Michael R Kann
- Department of Neurosurgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jennifer M Strahle
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.
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Mufti N, Aertsen M, Thomson D, De Vloo P, Demaerel P, Deprest J, Melbourne A, David AL. Longitudinal MRI in the context of in utero surgery for open spina bifida: A descriptive study. Acta Obstet Gynecol Scand 2024; 103:322-333. [PMID: 37984808 PMCID: PMC10823411 DOI: 10.1111/aogs.14711] [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: 06/16/2023] [Revised: 09/17/2023] [Accepted: 10/17/2023] [Indexed: 11/22/2023]
Abstract
INTRODUCTION Fetal surgery for open spina bifida (OSB) requires comprehensive preoperative assessment using imaging for appropriate patient selection and to evaluate postoperative efficacy and complications. We explored patient access and conduct of fetal magnetic resonance imaging (MRI) for prenatal assessment of OSB patients eligible for fetal surgery. We compared imaging acquisition and reporting to the International Society of Ultrasound in Obstetrics and Gynecology MRI performance guidelines. MATERIAL AND METHODS We surveyed access to fetal MRI for OSB in referring fetal medicine units (FMUs) in the UK and Ireland, and two NHS England specialist commissioned fetal surgery centers (FSCs) at University College London Hospital, and University Hospitals KU Leuven Belgium. To study MRI acquisition protocols, we retrospectively analyzed fetal MRI images before and after fetal surgery for OSB. RESULTS MRI for fetal OSB was accessible with appropriate specialists available to supervise, perform, and report scans. The average time to arrange a fetal MRI appointment from request was 4 ± 3 days (range, 0-10), the average scan time available was 37 ± 16 min (range, 20-80 min), with 15 ± 11 min (range, 0-30 min) extra time to repeat sequences as required. Specific MRI acquisition protocols, and MRI reporting templates were available in only 32% and 18% of units, respectively. Satisfactory T2-weighted (T2W) brain imaging acquired in three orthogonal planes was achieved preoperatively in all centers, and 6 weeks postoperatively in 96% of FSCs and 78% of referring FMUs. However, for T2W spine image acquisition referring FMUs were less able to provide three orthogonal planes presurgery (98% FSC vs. 50% FMU, p < 0.001), and 6 weeks post-surgery (100% FSC vs. 48% FMU, p < 0.001). Other standard imaging recommendations such as T1-weighted (T1W), gradient echo (GE) or echoplanar fetal brain and spine imaging in one or two orthogonal planes were more likely available in FSCs compared to FMUs pre- and post-surgery (p < 0.001). CONCLUSIONS There was timely access to supervised MRI for OSB fetal surgery assessment. However, the provision of images of the fetal brain and spine in sufficient orthogonal planes, which are required for determining eligibility and to determine the reversal of hindbrain herniation after fetal surgery, were less frequently acquired. Our evidence suggests the need for specific guidance in relation to fetal MRI for OSB. We propose an example guidance for MRI acquisition and reporting.
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Affiliation(s)
- Nada Mufti
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- School of Biomedical Engineering and Imaging Sciences (BMEIS)King's College LondonLondonUK
| | - Michael Aertsen
- Department of RadiologyUniversity Hospitals Katholieke Universiteit (KU)LeuvenBelgium
| | - Dominic Thomson
- Pediatric Neurosurgery DepartmentGreat Ormond Street Hospital for ChildrenLondonUK
| | - Phillippe De Vloo
- Department of NeurosurgeryUniversity Hospitals Katholieke Universiteit (KU)LeuvenBelgium
| | - Philippe Demaerel
- Department of RadiologyUniversity Hospitals Katholieke Universiteit (KU)LeuvenBelgium
| | - Jan Deprest
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- Department of Obstetrics and GynecologyUniversity Hospitals Katholieke Universiteit (KU)LeuvenBelgium
| | - Andrew Melbourne
- School of Biomedical Engineering and Imaging Sciences (BMEIS)King's College LondonLondonUK
- Medical Physics and Biomedical EngineeringUniversity College LondonLondonUK
| | - Anna L. David
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- Department of Obstetrics and GynecologyUniversity Hospitals Katholieke Universiteit (KU)LeuvenBelgium
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Mufti N, Chappell J, Aertsen M, Ebner M, Fidon L, Deprest J, David AL, Melbourne A. Assessment of longitudinal brain development using super-resolution magnetic resonance imaging following fetal surgery for open spina bifida. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2023; 62:707-720. [PMID: 37161647 PMCID: PMC10947002 DOI: 10.1002/uog.26244] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 04/18/2023] [Accepted: 05/01/2023] [Indexed: 05/11/2023]
Abstract
OBJECTIVES Prenatal surgery is offered for selected fetuses with open spina bifida (OSB) to improve long-term outcome. We studied the effect of fetal OSB surgery on brain development using advanced magnetic resonance imaging (MRI) techniques to quantify the volume, surface area and shape of cerebral structures and to analyze surface curvature by means of parameters that correspond to gyrification. METHODS We compared MRI data from 29 fetuses with OSB before fetal surgery (mean gestational age (GA), 23 + 3 weeks) and at 1 and 6 weeks after surgery, with that of 36 GA-matched control fetuses (GA range, 21 + 2 to 36 + 2 weeks). Automated super-resolution reconstruction provided three-dimensional isotropic volumetric brain images. Unmyelinated white matter, cerebellum and ventricles were segmented automatically and refined manually, after which volume, surface area and shape parameter (volume/surface area) were quantified. Mathematical markers (shape index (SI) and curvedness) were used to measure gyrification. Parameters were assessed according to lesion type (myelomeningocele vs myeloschisis (MS)), postoperative persistence of hindbrain herniation (HH) and the presence of supratentorial anomalies, namely partial agenesis of the corpus callosum (pACC) and heterotopia (HT). RESULTS Growth in ventricular volume per week and change in shape parameter per week were higher at 6 weeks after surgery in fetuses with OSB compared with controls (median, 2500.94 (interquartile range (IQR), 1689.70-3580.80) mm3 /week vs 708.21 (IQR, 474.50-925.00) mm3 /week; P < 0.001 and 0.075 (IQR, 0.047-0.112) mm/week vs 0.022 (IQR, 0.009-0.042) mm/week; P = 0.046, respectively). Ventricular volume growth increased 6 weeks after surgery in cases with pACC (P < 0.001) and those with persistent HH (P = 0.002). During that time period, the change in unmyelinated white-matter shape parameter per week was decreased in OSB fetuses compared with controls (0.056 (IQR, 0.044-0.092) mm/week vs 0.159 (IQR, 0.100-0.247) mm/week; P = 0.002), particularly in cases with persistent HH (P = 0.011), MS (P = 0.015), HT (P = 0.022), HT with corpus callosum anomaly (P = 0.017) and persistent HH with corpus callosum anomaly (P = 0.007). At 6 weeks postoperatively, despite OSB fetuses having a lower rate of change in curvedness compared with controls (0.061 (IQR, 0.040-0.093) mm-1 /week vs 0.094 (IQR, 0.070-0.146) mm-1 /week; P < 0.001), reversing the trend seen at 1 week after surgery (0.144 (IQR, 0.099-0.236) mm-1 /week vs 0.072 (IQR, 0.059-0.081) mm-1 /week; P < 0.001), gyrification, as determined using SI, appeared to be increased in OSB fetuses overall compared with controls. This observation was more prominent in fetuses with pACC and those with severe ventriculomegaly (P-value range, < 0.001 to 0.006). CONCLUSIONS Following fetal OSB repair, volume, shape and curvedness of ventricles and unmyelinated white matter differed significantly compared with those of normal fetuses. Morphological brain changes after fetal surgery were not limited to effects on the circulation of cerebrospinal fluid. These observations may have implications for postnatal neurocognitive outcome. © 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)
- N. Mufti
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- School of Biomedical Engineering and Imaging Sciences (BMEIS)King's College LondonLondonUK
| | - J. Chappell
- School of Biomedical Engineering and Imaging Sciences (BMEIS)King's College LondonLondonUK
| | - M. Aertsen
- Department of RadiologyUniversity Hospitals Katholieke Universiteit (KU) LeuvenLeuvenBelgium
| | - M. Ebner
- School of Biomedical Engineering and Imaging Sciences (BMEIS)King's College LondonLondonUK
| | - L. Fidon
- School of Biomedical Engineering and Imaging Sciences (BMEIS)King's College LondonLondonUK
| | - J. Deprest
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- Department of Obstetrics and GynaecologyUniversity Hospitals Katholieke Universiteit (KU) LeuvenLeuvenBelgium
| | - A. L. David
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- Department of Obstetrics and GynaecologyUniversity Hospitals Katholieke Universiteit (KU) LeuvenLeuvenBelgium
- National Institute for Health and Care Research University College London Hospitals Biomedical Research CentreLondonUK
| | - A. Melbourne
- School of Biomedical Engineering and Imaging Sciences (BMEIS)King's College LondonLondonUK
- Medical Physics and Biomedical EngineeringUniversity College LondonLondonUK
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Keil C, Köhler S, Sass B, Schulze M, Kalmus G, Belfort M, Schmitt N, Diehl D, King A, Groß S, Sutton CD, Joyeux L, Wege M, Nimsky C, Whitehead WE, Uhl E, Huisman TAGM, Neubauer BA, Weber S, Hummler H, Axt-Fliedner R, Bedei I. Implementation and Assessment of a Laparotomy-Assisted Three-Port Fetoscopic Spina Bifida Repair Program. J Clin Med 2023; 12:5151. [PMID: 37568553 PMCID: PMC10419476 DOI: 10.3390/jcm12155151] [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: 06/25/2023] [Revised: 07/24/2023] [Accepted: 08/03/2023] [Indexed: 08/13/2023] Open
Abstract
Open spina bifida (OSB) is a congenital, non-lethal malformation with multifactorial etiology. Fetal therapy can be offered under certain conditions to parents after accurate prenatal diagnostic and interdisciplinary counseling. Since the advent of prenatal OSB surgery, various modifications of the original surgical techniques have evolved, including laparotomy-assisted fetoscopic repair. After a two-year preparation time, the team at the University of Giessen and Marburg (UKGM) became the first center to provide a three-port, three-layer fetoscopic repair of OSB via a laparotomy-assisted approach in the German-speaking area. We point out that under the guidance of experienced centers and by intensive multidisciplinary preparation and training, a previously described and applied technique could be transferred to a different setting.
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Affiliation(s)
- Corinna Keil
- Department of Prenatal Medicine and Fetal Therapy, Philipps University, 35043 Marburg, Germany
| | - Siegmund Köhler
- Department of Prenatal Medicine and Fetal Therapy, Philipps University, 35043 Marburg, Germany
| | - Benjamin Sass
- Department of Neurosurgery, Philipps University, 35043 Marburg, Germany
| | - Maximilian Schulze
- Department of Neuroradiology, Philipps University, 35043 Marburg, Germany
| | - Gerald Kalmus
- Department of Anesthesiology and Intensive Care Medicine, Philipps University, 35043 Marburg, Germany
| | - Michael Belfort
- Department of Obstetrics and Gynecology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
- Texas Children’s Fetal Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Nicolas Schmitt
- Department of Anesthesiology and Intensive Care Medicine, Philipps University, 35043 Marburg, Germany
| | - Daniele Diehl
- Department of Pediatric Neurology, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | - Alice King
- Texas Children’s Fetal Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
- Division of Pediatric Surgery, Department of Surgery, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Stefanie Groß
- Department of Pediatric Neurology, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | - Caitlin D. Sutton
- Department of Pediatric Anesthesiology, Perioperative, and Pain Medicine, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Luc Joyeux
- Texas Children’s Fetal Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
- Division of Pediatric Surgery, Department of Surgery, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mirjam Wege
- Division of Neonatology, University Children’s Hospital Marburg, 35043 Marburg, Germany
| | | | - Wiliam E. Whitehead
- Texas Children’s Fetal Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Eberhard Uhl
- Department of Neurosurgery, Justus-Liebig University, 35390 Giessen, Germany
| | - Thierry A. G. M. Huisman
- Edward B. Singleton Department of Radiology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Bernd A. Neubauer
- Department of Pediatric Neurology, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | - Stefanie Weber
- Division of Pediatric Nephrology and Transplantation, University Children’s Hospital Marburg, 35043 Marburg, Germany
| | - Helmut Hummler
- Division of Neonatology, University Children’s Hospital Marburg, 35043 Marburg, Germany
| | - Roland Axt-Fliedner
- Department of Prenatal Medicine and Fetal Therapy, Justus-Liebig University Giessen, 35390 Giessen, Germany
| | - Ivonne Bedei
- Department of Prenatal Medicine and Fetal Therapy, Justus-Liebig University Giessen, 35390 Giessen, Germany
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Aertsen M. The Role of Fetal Brain Magnetic Resonance Imaging in Current Fetal Medicine. J Belg Soc Radiol 2022; 106:130. [PMID: 36569393 PMCID: PMC9756908 DOI: 10.5334/jbsr.3000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 11/16/2022] [Indexed: 12/15/2022] Open
Abstract
In open spina bifida we studied the use of MRI for the assessment of the posterior fossa and prevalence of supratentorial anomalies before and after in utero repair. New postprocessing techniques were applied to evaluate fetal brain development in this population compared to controls. In fetuses with congenital diaphragmatic hernia, we evaluated the brain development in comparison to controls. Diffusion weighted imaging was applied to study difference between fetuses with proven first trimester cytomegalovirus infection and controls. Finally, we investigated the value of third trimester fetal brain MRI after treatment for complicated monochorionic diamniotic pregnancies.
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David AL, Spencer RN. Clinical Assessment of Fetal Well-Being and Fetal Safety Indicators. J Clin Pharmacol 2022; 62 Suppl 1:S67-S78. [PMID: 36106777 PMCID: PMC9544851 DOI: 10.1002/jcph.2126] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 07/24/2022] [Indexed: 12/03/2022]
Abstract
Delivering safe clinical trials of novel therapeutics is central to enable pregnant women and their babies to access medicines for better outcomes. This review describes clinical monitoring of fetal well-being and safety. Current pregnancy surveillance includes regular antenatal checks of blood pressure and urine for signs of gestational hypertension. Fetal and placental development is assessed routinely using the first-trimester "dating" and mid-trimester "anomaly" ultrasound scans, but the detection of fetal anomalies can continue throughout pregnancy using targeted sonography or magnetic resonance imaging (MRI). Serial sonography can be used to assess fetal size, well-being, and placental function. Carefully defined reproducible imaging parameters, such as the head circumference (HC), abdominal circumference (AC), and femur length (FL), are combined to calculate an estimate of the fetal weight. Doppler analysis of maternal uterine blood flow predicts placental insufficiency, which is associated with poor fetal growth. Fetal doppler analysis can indicate circulatory decompensation and fetal hypoxia, requiring delivery to be expedited. Novel ways to assess fetal well-being and placental function using MRI, computerized cardiotocography (CTG), serum circulating fetoplacental proteins, and mRNA may improve the assessment of the safety and efficacy of maternal and fetal interventions. Progress has been made in how to define and grade clinical trial safety in pregnant women, the fetus, and neonate. A new system for improved safety monitoring for clinical trials in pregnancy, Maternal and Fetal Adverse Event Terminology (MFAET), describes 12 maternal and 18 fetal adverse event (AE) definitions and severity grading criteria developed through an international modified Delphi consensus process. This fills a vital gap in maternal and fetal translational medicine research.
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Affiliation(s)
- Anna L. David
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- National Institute for Health and Care Research (NIHR) University College London Hospitals NHS Foundation Trust (UCLH)Biomedical Research CentreLondonUK
| | - Rebecca N. Spencer
- Elizabeth Garrett Anderson Institute for Women's HealthUniversity College LondonLondonUK
- School of MedicineUniversity of LeedsLeedsUK
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Fidon L, Viola E, Mufti N, David AL, Melbourne A, Demaerel P, Ourselin S, Vercauteren T, Deprest J, Aertsen M. A spatio-temporal atlas of the developing fetal brain with spina bifida aperta. OPEN RESEARCH EUROPE 2022; 1:123. [PMID: 37645096 PMCID: PMC10445840 DOI: 10.12688/openreseurope.13914.2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/25/2022] [Indexed: 08/31/2023]
Abstract
Background: Spina bifida aperta (SBA) is a birth defect associated with severe anatomical changes in the developing fetal brain. Brain magnetic resonance imaging (MRI) atlases are popular tools for studying neuropathology in the brain anatomy, but previous fetal brain MRI atlases have focused on the normal fetal brain. We aimed to develop a spatio-temporal fetal brain MRI atlas for SBA. Methods: We developed a semi-automatic computational method to compute the first spatio-temporal fetal brain MRI atlas for SBA. We used 90 MRIs of fetuses with SBA with gestational ages ranging from 21 to 35 weeks. Isotropic and motion-free 3D reconstructed MRIs were obtained for all the examinations. We propose a protocol for the annotation of anatomical landmarks in brain 3D MRI of fetuses with SBA with the aim of making spatial alignment of abnormal fetal brain MRIs more robust. In addition, we propose a weighted generalized Procrustes method based on the anatomical landmarks for the initialization of the atlas. The proposed weighted generalized Procrustes can handle temporal regularization and missing annotations. After initialization, the atlas is refined iteratively using non-linear image registration based on the image intensity and the anatomical land-marks. A semi-automatic method is used to obtain a parcellation of our fetal brain atlas into eight tissue types: white matter, ventricular system, cerebellum, extra-axial cerebrospinal fluid, cortical gray matter, deep gray matter, brainstem, and corpus callosum. Results: An intra-rater variability analysis suggests that the seven anatomical land-marks are sufficiently reliable. We find that the proposed atlas outperforms a normal fetal brain atlas for the automatic segmentation of brain 3D MRI of fetuses with SBA. Conclusions: We make publicly available a spatio-temporal fetal brain MRI atlas for SBA, available here: https://doi.org/10.7303/syn25887675. This atlas can support future research on automatic segmentation methods for brain 3D MRI of fetuses with SBA.
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Affiliation(s)
- Lucas Fidon
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Elizabeth Viola
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Nada Mufti
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, WC1E 6DB, UK
| | - Anna L. David
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, WC1E 6DB, UK
- Department of Obstetrics and Gynaecology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Andrew Melbourne
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Philippe Demaerel
- Department of Radiology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Sébastien Ourselin
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Tom Vercauteren
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Jan Deprest
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, WC1E 6DB, UK
- Department of Obstetrics and Gynaecology, University Hospitals Leuven, 3000 Leuven, Belgium
- Department of Radiology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Michael Aertsen
- Department of Radiology, University Hospitals Leuven, 3000 Leuven, Belgium
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Fidon L, Viola E, Mufti N, David AL, Melbourne A, Demaerel P, Ourselin S, Vercauteren T, Deprest J, Aertsen M. A spatio-temporal atlas of the developing fetal brain with spina bifida aperta. OPEN RESEARCH EUROPE 2022; 1:123. [PMID: 37645096 PMCID: PMC10445840 DOI: 10.12688/openreseurope.13914.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/25/2022] [Indexed: 02/28/2025]
Abstract
Background: Spina bifida aperta (SBA) is a birth defect associated with severe anatomical changes in the developing fetal brain. Brain magnetic resonance imaging (MRI) atlases are popular tools for studying neuropathology in the brain anatomy, but previous fetal brain MRI atlases have focused on the normal fetal brain. We aimed to develop a spatio-temporal fetal brain MRI atlas for SBA. Methods: We developed a semi-automatic computational method to compute the first spatio-temporal fetal brain MRI atlas for SBA. We used 90 MRIs of fetuses with SBA with gestational ages ranging from 21 to 35 weeks. Isotropic and motion-free 3D reconstructed MRIs were obtained for all the examinations. We propose a protocol for the annotation of anatomical landmarks in brain 3D MRI of fetuses with SBA with the aim of making spatial alignment of abnormal fetal brain MRIs more robust. In addition, we propose a weighted generalized Procrustes method based on the anatomical landmarks for the initialization of the atlas. The proposed weighted generalized Procrustes can handle temporal regularization and missing annotations. After initialization, the atlas is refined iteratively using non-linear image registration based on the image intensity and the anatomical land-marks. A semi-automatic method is used to obtain a parcellation of our fetal brain atlas into eight tissue types: white matter, ventricular system, cerebellum, extra-axial cerebrospinal fluid, cortical gray matter, deep gray matter, brainstem, and corpus callosum. Results: An intra-rater variability analysis suggests that the seven anatomical land-marks are sufficiently reliable. We find that the proposed atlas outperforms a normal fetal brain atlas for the automatic segmentation of brain 3D MRI of fetuses with SBA. Conclusions: We make publicly available a spatio-temporal fetal brain MRI atlas for SBA, available here: https://doi.org/10.7303/syn25887675. This atlas can support future research on automatic segmentation methods for brain 3D MRI of fetuses with SBA.
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Affiliation(s)
- Lucas Fidon
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Elizabeth Viola
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Nada Mufti
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, WC1E 6DB, UK
| | - Anna L. David
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, WC1E 6DB, UK
- Department of Obstetrics and Gynaecology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Andrew Melbourne
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Philippe Demaerel
- Department of Radiology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Sébastien Ourselin
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Tom Vercauteren
- School of Biomedical Engineering & Imaging Sciences, King’s College London, London, SE1 7EU, UK
| | - Jan Deprest
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, London, WC1E 6DB, UK
- Department of Obstetrics and Gynaecology, University Hospitals Leuven, 3000 Leuven, Belgium
- Department of Radiology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Michael Aertsen
- Department of Radiology, University Hospitals Leuven, 3000 Leuven, Belgium
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