1
|
Liu J, Chaij J, Linguraru MG, French B, Keating R, Alexander AL, Porras AR. Cranial bone thickness and density anomalies quantified from CT images can identify chronic increased intracranial pressure. Neuroradiology 2024:10.1007/s00234-024-03393-0. [PMID: 38871879 DOI: 10.1007/s00234-024-03393-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 05/30/2024] [Indexed: 06/15/2024]
Abstract
PURPOSE The diagnosis of chronic increased intracranial pressure (IIP)is often based on subjective evaluation or clinical metrics with low predictive value. We aimed to quantify cranial bone changes associated with pediatric IIP using CT images and to identify patients at risk. METHODS We retrospectively quantified local cranial bone thickness and mineral density from the CT images of children with chronic IIP and compared their statistical differences to normative children without IIP adjusting for age, sex and image resolution. Subsequently, we developed a classifier to identify IIP based on these measurements. Finally, we demonstrated our methods to explore signs of IIP in patients with non-syndromic sagittal craniosynostosis (NSSC). RESULTS We quantified a significant decrease of bone density in 48 patients with IIP compared to 1,018 normative subjects (P < .001), but no differences in bone thickness (P = .56 and P = .89 for age groups 0-2 and 2-10 years, respectively). Our classifier demonstrated 83.33% (95% CI: 69.24%, 92.03%) sensitivity and 87.13% (95% CI: 84.88%, 89.10%) specificity in identifying patients with IIP. Compared to normative subjects, 242 patients with NSSC presented significantly lower cranial bone density (P < .001), but no differences were found compared to patients with IIP (P = .57). Of patients with NSSC, 36.78% (95% CI: 30.76%, 43.22%) presented signs of IIP. CONCLUSION Cranial bone changes associated with pediatric IIP can be quantified from CT images to support earlier diagnoses of IIP, and to study the presence of IIP secondary to cranial pathology such as non-syndromic sagittal craniosynostosis.
Collapse
Affiliation(s)
- Jiawei Liu
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
| | - Jasmine Chaij
- Department of Pediatric Plastic & Reconstructive Surgery, Children's Hospital Colorado, Aurora, CO, USA
| | - Marius George Linguraru
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC, USA
- Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Brooke French
- Department of Pediatric Plastic & Reconstructive Surgery, Children's Hospital Colorado, Aurora, CO, USA
- Department of Surgery, University of Colorado Anschutz Medical Campus School of Medicine, Aurora, CO, USA
| | - Robert Keating
- Department of Neurosurgery, Children's National Hospital, Washington, DC, USA
| | - Allyson L Alexander
- Department of Neurosurgery, University of Colorado Anschutz Medical Campus School of Medicine, Aurora, CO, USA
- Department of Pediatric Neurosurgery, Children's Hospital Colorado, Aurora, CO, USA
| | - Antonio R Porras
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
- Department of Pediatric Plastic & Reconstructive Surgery, Children's Hospital Colorado, Aurora, CO, USA.
- Department of Surgery, University of Colorado Anschutz Medical Campus School of Medicine, Aurora, CO, USA.
- Department of Pediatric Neurosurgery, Children's Hospital Colorado, Aurora, CO, USA.
- Departments of Pediatrics and Biomedical Informatics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
| |
Collapse
|
2
|
Deliège L, Ramdat Misier K, Silva D, James G, Ong J, Dunaway D, Jeelani NUO, Schievano S, Borghi A. Spring-assisted posterior vault expansion: a parametric study to improve the intracranial volume increase prediction. Sci Rep 2023; 13:21371. [PMID: 38049445 PMCID: PMC10695940 DOI: 10.1038/s41598-023-48143-z] [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: 06/14/2023] [Accepted: 11/22/2023] [Indexed: 12/06/2023] Open
Abstract
Spring-assisted posterior vault expansion has been adopted at the London Great Ormond Street Hospital for Children to treat raised intracranial pressure in patients affected by syndromic craniosynostosis, a congenital calvarial anomaly causing the premature fusion of skull sutures. This procedure involves elastic distractors used to dynamically reshape the skull and increase the intracranial volume (ICV). In this study, we developed and validated a patient-specific model able to predict the ICV increase and carried out a parametric study to investigate the effect of surgical parameters on that final volume. Pre- and post-operative computed tomography data relative to 18 patients were processed to extract simplified patient-specific skull shape, replicate surgical cuts, and simulate spring expansion. A parametric study was performed to quantify each parameter's impact on the surgical outcome: for each patient, the osteotomy location was varied in a pre-defined range; local sensitivity of the predicted ICV to each parameter was analysed and compared. Results showed that the finite element model performed well in terms of post-operative ICV prediction and allowed for parametric optimization of surgical cuts. The study indicates how to optimize the ICV increase according to the type of procedure and provides indication on the most robust surgical strategy.
Collapse
Affiliation(s)
| | | | | | | | - Juling Ong
- Great Ormond Street Hospital, London, UK
| | | | | | | | | |
Collapse
|
3
|
Russo C, Pirozzi MA, Mazio F, Cascone D, Cicala D, De Liso M, Nastro A, Covelli EM, Cinalli G, Quarantelli M. Fully automated measurement of intracranial CSF and brain parenchyma volumes in pediatric hydrocephalus by segmentation of clinical MRI studies. Med Phys 2023; 50:7921-7933. [PMID: 37166045 DOI: 10.1002/mp.16445] [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: 12/08/2022] [Revised: 03/29/2023] [Accepted: 04/18/2023] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Brain parenchyma (BP) and intracranial cerebrospinal fluid (iCSF) volumes measured by fully automated segmentation of clinical brain MRI studies may be useful for the diagnosis and follow-up of pediatric hydrocephalus. However, previously published segmentation techniques either rely on dedicated sequences, not routinely used in clinical practice, or on spatial normalization, which has limited accuracy when severe brain distortions, such as in hydrocephalic patients, are present. PURPOSE We developed a fully automated method to measure BP and iCSF volumes from clinical brain MRI studies of pediatric hydrocephalus patients, exploiting the complementary information contained in T2- and T1-weighted images commonly used in clinical practice. METHODS The proposed procedure, following skull-stripping of the combined volumes, performed using a multiparametric method to obtain a reliable definition of the inner skull profile, maximizes the CSF-to-parenchyma contrast by dividing the T2w- by the T1w- volume after full-scale dynamic rescaling, thus allowing separation of iCSF and BP through a simple thresholding routine. RESULTS Validation against manual tracing on 23 studies (four controls and 19 hydrocephalic patients) showed excellent concordance (ICC > 0.98) and spatial overlap (Dice coefficients ranging from 77.2% for iCSF to 96.8% for intracranial volume). Accuracy was comparable to the intra-operator reproducibility of manual segmentation, as measured in 14 studies processed twice by the same experienced neuroradiologist. Results of the application of the algorithm to a dataset of 63 controls and 57 hydrocephalic patients (19 with parenchymal damage), measuring volumes' changes with normal development and in hydrocephalic patients, are also reported for demonstration purposes. CONCLUSIONS The proposed approach allows fully automated segmentation of BP and iCSF in clinical studies, also in severely distorted brains, enabling to assess age- and disease-related changes in intracranial tissue volume with an accuracy comparable to expert manual segmentation.
Collapse
Affiliation(s)
- Carmela Russo
- Neuroradiology Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Maria Agnese Pirozzi
- Institute of Biostructures and Bioimaging, National Research Council, Naples, Italy
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Federica Mazio
- Neuroradiology Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Daniele Cascone
- Neuroradiology Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Domenico Cicala
- Neuroradiology Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Maria De Liso
- Neuroradiology Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Anna Nastro
- Neuroradiology Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Eugenio Maria Covelli
- Neuroradiology Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Giuseppe Cinalli
- Pediatric Neurosurgery Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - Mario Quarantelli
- Institute of Biostructures and Bioimaging, National Research Council, Naples, Italy
| |
Collapse
|
4
|
Doerga PN, Goederen RD, van Veelen MLC, Joosten KFM, Tasker RC, Mathijssen IMJ. What We Know About Intracranial Hypertension in Children With Syndromic Craniosynostosis. J Craniofac Surg 2023; 34:1903-1914. [PMID: 37487059 DOI: 10.1097/scs.0000000000009517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 05/17/2023] [Indexed: 07/26/2023] Open
Abstract
OBJECTIVE A scoping review of literature about mechanisms leading to intracranial hypertension (ICH) in syndromic craniosynostosis (sCS) patients, followed by a narrative synopsis of whether cognitive and behavioral outcome in sCS is more related to genetic origins, rather than the result of ICH. METHODS The scoping review comprised of a search of keywords in EMBASE, MEDLINE, Web of science, Cochrane Central Register of Trials, and Google scholar databases. Abstracts were read and clinical articles were selected for full-text review and data were extracted using a structured template. A priori, the authors planned to analyze mechanistic questions about ICH in sCS by focusing on 2 key aspects, including (1) the criteria for determining ICH and (2) the role of component factors in the Monro-Kellie hypothesis/doctrine leading to ICH, that is, cerebral blood volume, cerebrospinal fluid (CSF), and the intracranial volume. RESULTS Of 1893 search results, 90 full-text articles met criteria for further analysis. (1) Invasive intracranial pressure measurements are the gold standard for determining ICH. Of noninvasive alternatives to determine ICH, ophthalmologic ones like fundoscopy and retinal thickness scans are the most researched. (2) The narrative review shows how the findings relate to ICH using the Monro-Kellie doctrine. CONCLUSIONS Development of ICH is influenced by different aspects of sCS: deflection of skull growth, obstructive sleep apnea, venous hypertension, obstruction of CSF flow, and possibly reduced CSF absorption. Problems in cognition and behavior are more likely because of genetic origin. Cortical thinning and problems in visual function are likely the result of ICH.
Collapse
Affiliation(s)
- Priya N Doerga
- Sophia Children's Hospital, Dutch Craniofacial Center, Department of Plastic and Reconstructive Surgery and Hand Surgery, Erasmus MC, University Medical Center
| | - Robbin de Goederen
- Sophia Children's Hospital, Dutch Craniofacial Center, Department of Plastic and Reconstructive Surgery and Hand Surgery, Erasmus MC, University Medical Center
| | - Marie-Lise C van Veelen
- Sophia Children's Hospital, Department of Neurosurgery, Erasmus MC, University Medical Center
| | - Koen F M Joosten
- Sophia Children's Hospital Pediatric Intensive Care Unit, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Robert C Tasker
- Department of Anaesthesia (Pediatrics) and Division of Critical Care Medicine, Harvard Medical School and Boston Children's Hospital, Boston, MA
| | - Irene M J Mathijssen
- Sophia Children's Hospital, Dutch Craniofacial Center, Department of Plastic and Reconstructive Surgery and Hand Surgery, Erasmus MC, University Medical Center
| |
Collapse
|
5
|
Elkhill C, Liu J, Linguraru MG, LeBeau S, Khechoyan D, French B, Porras AR. Geometric learning and statistical modeling for surgical outcomes evaluation in craniosynostosis using 3D photogrammetry. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023; 240:107689. [PMID: 37393741 PMCID: PMC10527531 DOI: 10.1016/j.cmpb.2023.107689] [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: 01/18/2023] [Revised: 05/11/2023] [Accepted: 06/22/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND AND OBJECTIVE Accurate and repeatable detection of craniofacial landmarks is crucial for automated quantitative evaluation of head development anomalies. Since traditional imaging modalities are discouraged in pediatric patients, 3D photogrammetry has emerged as a popular and safe imaging alternative to evaluate craniofacial anomalies. However, traditional image analysis methods are not designed to operate on unstructured image data representations such as 3D photogrammetry. METHODS We present a fully automated pipeline to identify craniofacial landmarks in real time, and we use it to assess the head shape of patients with craniosynostosis using 3D photogrammetry. To detect craniofacial landmarks, we propose a novel geometric convolutional neural network based on Chebyshev polynomials to exploit the point connectivity information in 3D photogrammetry and quantify multi-resolution spatial features. We propose a landmark-specific trainable scheme that aggregates the multi-resolution geometric and texture features quantified at every vertex of a 3D photogram. Then, we embed a new probabilistic distance regressor module that leverages the integrated features at every point to predict landmark locations without assuming correspondences with specific vertices in the original 3D photogram. Finally, we use the detected landmarks to segment the calvaria from the 3D photograms of children with craniosynostosis, and we derive a new statistical index of head shape anomaly to quantify head shape improvements after surgical treatment. RESULTS We achieved an average error of 2.74 ± 2.70 mm identifying Bookstein Type I craniofacial landmarks, which is a significant improvement compared to other state-of-the-art methods. Our experiments also demonstrated a high robustness to spatial resolution variability in the 3D photograms. Finally, our head shape anomaly index quantified a significant reduction of head shape anomalies as a consequence of surgical treatment. CONCLUSION Our fully automated framework provides real-time craniofacial landmark detection from 3D photogrammetry with state-of-the-art accuracy. In addition, our new head shape anomaly index can quantify significant head phenotype changes and can be used to quantitatively evaluate surgical treatment in patients with craniosynostosis.
Collapse
Affiliation(s)
- Connor Elkhill
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Department of Pediatric Plastic and Reconstructive Surgery, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA.
| | - Jiawei Liu
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Marius George Linguraru
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, 7144 13th Pl NW, Washington, DC 20012, USA; Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Ross Hall, 2300 Eye Street, NW, Washington, DC 20037, USA
| | - Scott LeBeau
- Department of Pediatric Plastic and Reconstructive Surgery, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA
| | - David Khechoyan
- Department of Pediatric Plastic and Reconstructive Surgery, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA; Department of Surgery, School of Medicine, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA
| | - Brooke French
- Department of Pediatric Plastic and Reconstructive Surgery, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA; Department of Surgery, School of Medicine, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA
| | - Antonio R Porras
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Department of Pediatric Plastic and Reconstructive Surgery, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA; Department of Surgery, School of Medicine, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA; Department of Biomedical Informatics, School of Medicine, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA; Department of Pediatrics and Department of Neurosurgery, School of Medicine, University of Colorado Anschutz Medical Campus, 13123 E 16th Ave, Aurora, CO 80045, USA
| |
Collapse
|
6
|
Hoshino Y, Takechi M, Moazen M, Steacy M, Koyabu D, Furutera T, Ninomiya Y, Nuri T, Pauws E, Iseki S. Synchondrosis fusion contributes to the progression of postnatal craniofacial dysmorphology in syndromic craniosynostosis. J Anat 2023; 242:387-401. [PMID: 36394990 PMCID: PMC9919486 DOI: 10.1111/joa.13790] [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: 07/12/2022] [Revised: 09/16/2022] [Accepted: 10/28/2022] [Indexed: 11/18/2022] Open
Abstract
Syndromic craniosynostosis (CS) patients exhibit early, bony fusion of calvarial sutures and cranial synchondroses, resulting in craniofacial dysmorphology. In this study, we chronologically evaluated skull morphology change after abnormal fusion of the sutures and synchondroses in mouse models of syndromic CS for further understanding of the disease. We found fusion of the inter-sphenoid synchondrosis (ISS) in Apert syndrome model mice (Fgfr2S252W/+ ) around 3 weeks old as seen in Crouzon syndrome model mice (Fgfr2cC342Y/+ ). We then examined ontogenic trajectories of CS mouse models after 3 weeks of age using geometric morphometrics analyses. Antero-ventral growth of the face was affected in Fgfr2S252W/+ and Fgfr2cC342Y/+ mice, while Saethre-Chotzen syndrome model mice (Twist1+/- ) did not show the ISS fusion and exhibited a similar growth pattern to that of control littermates. Further analysis revealed that the coronal suture synostosis in the CS mouse models induces only the brachycephalic phenotype as a shared morphological feature. Although previous studies suggest that the fusion of the facial sutures during neonatal period is associated with midface hypoplasia, the present study suggests that the progressive postnatal fusion of the cranial synchondrosis also contributes to craniofacial dysmorphology in mouse models of syndromic CS. These morphological trajectories increase our understanding of the progression of syndromic CS skull growth.
Collapse
Affiliation(s)
- Yukiko Hoshino
- Department of Molecular Craniofacial Embryology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University (TMDU), Tokyo, Japan.,Office of New Drug V, Pharmaceuticals and Medical Devices Agency (PMDA), Tokyo, Japan
| | - Masaki Takechi
- Department of Molecular Craniofacial Embryology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University (TMDU), Tokyo, Japan.,Department of Anatomy and Life Structure, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Mehran Moazen
- Department of UCL Mechanical Engineering, University College London, London, UK
| | - Miranda Steacy
- Institute of Child Health, Great Ormond Street, University College London, London, UK
| | - Daisuke Koyabu
- Department of Molecular Craniofacial Embryology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University (TMDU), Tokyo, Japan.,Research and Development Center for Precision Medicine, Tsukuba University, Tsukuba, Japan
| | - Toshiko Furutera
- Department of Molecular Craniofacial Embryology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University (TMDU), Tokyo, Japan.,Department of Anatomy and Life Structure, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Youichirou Ninomiya
- Research Organization of Information and Systems, National Institute of Informatics, Tokyo, Japan
| | - Takashi Nuri
- Department of Plastic and Reconstructive Surgery, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Erwin Pauws
- Institute of Child Health, Great Ormond Street, University College London, London, UK
| | - Sachiko Iseki
- Department of Molecular Craniofacial Embryology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University (TMDU), Tokyo, Japan
| |
Collapse
|
7
|
Two-Center Review of Posterior Vault Expansion following a Staged or Expectant Treatment of Crouzon and Apert Craniosynostosis. Plast Reconstr Surg 2023; 151:615-626. [PMID: 36730425 DOI: 10.1097/prs.0000000000009925] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND The timing of posterior cranial expansion for the management of intracranial pressure can be "staged" by age and dysmorphology or "expectant" by pressure monitoring. The authors report shared outcome measures from one center performing posterior vault remodeling (PCVR) or distraction (PVDO) following a staged approach and another performing spring-assisted expansion (SAPVE) following an expectant protocol. METHODS Apert or Crouzon syndrome patients who underwent posterior expansion younger than 2 years were included. Perioperative outcomes and subsequent cranial operations were recorded up to last follow-up and intracranial volume changes measured and adjusted using growth curves. RESULTS Thirty-eight patients were included. Following the expectant protocol, Apert patients underwent SAPVE at a younger age (8 months) than Crouzon patients (16 months). The initial surgery time was shorter but total operative time, including device removal, was longer for PVDO (3 hours 52 minutes) and SAPVE (4 hours 34 minutes) than for PCVR (3 hours 24 minutes). Growth-adjusted volume increase was significant and comparable. Fourteen percent of PCVR, 33% of PVDO, and 11% of SAPVE cases had complications, but without long-term deficits. Following the staged approach, 5% underwent only PVDO, 85% had a staged posterior followed by anterior surgery, and 10% required a third expansion. Following the expectant approach, 42% of patients had only posterior expansion at last follow-up, 32% had a secondary cranial surgery, and 26% had a third cranial expansion. CONCLUSION Two approaches involving posterior vault expansion in young syndromic patients using three techniques resulted in comparable early volume expansion and complication profiles. CLINICAL QUESTION/LEVEL OF EVIDENCE Therapeutic, III.
Collapse
|
8
|
The utility and post-operative evolution of head circumference in nonsyndromic single-suture craniosynostosis: a prospective study in Vietnamese children. Childs Nerv Syst 2023; 39:471-479. [PMID: 35804268 DOI: 10.1007/s00381-022-05580-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 05/31/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE Head circumference (HC) is an important clinical tool for following head growth in children with craniosynostosis (CS). The purpose of this study is to quantify the usefulness of HC along continuum of CS care, from diagnosis to pre- and post-operative (pre-op, post-op) follow-up in Vietnamese children. METHODS A prospective cohort of 54 nonsyndromic single-suture CS patients undergoing open surgery from January 2015 to January 2020 was collected at Children's Hospital 2, Vietnam. HC z-score on admission was compared with World Health Organization (WHO) standards to evaluate for utility in initial diagnosis. Pre-op and post-op HC were compared to demonstrate the evolution of head growth following reconstruction. RESULTS Nonsyndromic single-suture CS was more predominant in males (79.6%) than in females (20.4%). The mean HC z-score was - 0.38 [Formula: see text] 1.29 similar to normal WHO standards regardless of which sutural involvement. The HC z-score increased above + 1 standard deviation (SD) significantly at 3 months of follow-up (p < 0.001); however, the trajectory gradually decreased after the first year of surgery. One patient (1.8%, 1/54) demonstrated restenosis and delayed intracranial hypertension (DIH) 4 years after reconstruction. CONCLUSIONS The HC in nonsyndromic single-suture CS children presents similarly to the values of healthy children. Additionally, HC reliably increased after reconstruction and gradually normalized over subsequent years. This indicator is consistent in Southeast Asian populations and should be used to follow all patients to assess the normal progression of post-op head growth and as a useful indicator of suspected recurrent synostosis.
Collapse
|
9
|
Does the Mutation Type Affect the Response to Cranial Vault Expansion in Children With Apert Syndrome? J Craniofac Surg 2022; 34:910-913. [PMID: 36730527 DOI: 10.1097/scs.0000000000009126] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 09/07/2022] [Indexed: 02/03/2023] Open
Abstract
LEVEL OF EVIDENCE III.
Collapse
|
10
|
Lo AL, Hallac RR, Chen SH, Hsu KH, Wang SW, Chen CH, Lien RY, Lo LJ, Chou PY. Craniofacial Growth and Asymmetry in Newborns: A Longitudinal 3D Assessment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12133. [PMID: 36231433 PMCID: PMC9564900 DOI: 10.3390/ijerph191912133] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 09/09/2022] [Accepted: 09/20/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To evaluate the development of the craniofacial region in healthy infants and analyze the asymmetry pattern in the first year of life. METHODS The participants were grouped by sex and age (1, 2, 4, 6, 9, and 12 months) to receive three-dimensional (3D) photographs. Stereoscopic craniofacial photos were captured and transformed into a series of craniofacial meshes in each group. The growth patterns of the anthropometric indices and the degree of craniofacial asymmetry were measured, and average craniofacial meshes and color-asymmetry maps with craniofacial asymmetry scores were calculated. RESULTS A total of 373 photographs from 66 infants were obtained. In both genders, the highest and lowest growth rates for all anthropometric indices were noted between 1 and 2 months and between 9 and 12 months, respectively. Overall, male infants had higher anthropometric indices, head volume, and head circumference than female infants. The craniofacial asymmetry score was presented with a descending pattern from 1 to 12 months of age in both sex groups. Both sex groups showed decreased left-sided laterality in the temporal-parietal-occipital region between 1 and 4 months of age and increased right frontal-temporal prominence between 6 and 12 months of age. CONCLUSIONS A longitudinal evaluation of the craniofacial growth of healthy infants during their first year of life was presented.
Collapse
Affiliation(s)
- Ai-Lun Lo
- Department of Plastic and Reconstructive Surgery, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
- Craniofacial Research Center, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
| | - Rami R. Hallac
- Analytical Imaging and Modeling Center, Children’s Health Dallas, UTSW Medical Center, Dallas, TX 75390, USA
| | - Shih-Heng Chen
- Department of Plastic and Reconstructive Surgery, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
| | - Kai-Hsiang Hsu
- Division of Neonatology, Department of Pediatrics, Chang Gung Memorial Hospital, Linkou 33302, Taiwan
| | - Sheng-Wei Wang
- Department of Biomedical Engineering, National Yang-Ming University, Taipei 11221, Taiwan
| | - Chih-Hao Chen
- Department of Plastic and Reconstructive Surgery, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
| | - Rei-Yin Lien
- Division of Neonatology, Department of Pediatrics, Chang Gung Memorial Hospital, Linkou 33302, Taiwan
| | - Lun-Jou Lo
- Department of Plastic and Reconstructive Surgery, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
- Craniofacial Research Center, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
| | - Pang-Yun Chou
- Department of Plastic and Reconstructive Surgery, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
- Craniofacial Research Center, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan
| |
Collapse
|
11
|
Data-driven Normative Reference of Pediatric Cranial Bone Development. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2022; 10:e4457. [PMID: 35983543 PMCID: PMC9377678 DOI: 10.1097/gox.0000000000004457] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 06/10/2022] [Indexed: 11/26/2022]
Abstract
Available normative references of cranial bone development and suture fusion are incomplete or based on simplified assumptions due to the lack of large datasets. We present a fully data-driven normative model that represents the age- and sex-specific variability of bone shape, thickness, and density between birth and 10 years of age at every location of the calvaria.
Collapse
|
12
|
Intracranial Volumes of Healthy Children in the First 3 Years of Life: An Analysis of 270 Magnetic Resonance Imaging Scans. Plast Reconstr Surg 2022; 150:136e-144e. [PMID: 35575631 DOI: 10.1097/prs.0000000000009188] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND There is a paucity of data on normal intracranial volumes for healthy children during the first few years of life, when cranial growth velocity is greatest. The aim of this study was to generate a normative predictive model of intracranial volumes based on brain magnetic resonance imaging from a large sample of healthy children to serve as a reference tool for future studies on craniosynostosis. METHODS Structural magnetic resonance imaging data for healthy children up to 3 years of age was acquired from the National Institutes of Health Pediatric MRI Data Repository. Intracranial volumes were calculated using T1-weighted scans with FreeSurfer (version 6.0.0). Mean intracranial volumes were calculated and best-fit logarithmic curves were generated. Results were compared to previously published intracranial volume curves. RESULTS Two-hundred seventy magnetic resonance imaging scans were available: 118 were collected in the first year of life, 97 were collected between years 1 and 2, and 55 were collected between years 2 and 3. A best-fit logarithmic growth curve was generated for male and female patients. The authors' regression models showed that male patients had significantly greater intracranial volumes than female patients after 1 month of age. Predicted intracranial volumes were also greater in male and female patients in the first 6 months of life as compared to previously published intracranial volume curves. CONCLUSIONS To the authors' knowledge, this is the largest series of demographically representative magnetic resonance imaging-based intracranial volumes for children aged 3 years and younger. The model generated in this study can be used by investigators as a reference for evaluating craniosynostosis patients.
Collapse
|
13
|
The Course and Interaction of Ventriculomegaly and Cerebellar Tonsillar Herniation in Crouzon Syndrome over Time. PLASTIC AND RECONSTRUCTIVE SURGERY - GLOBAL OPEN 2022; 10:e3979. [PMID: 35083101 PMCID: PMC8785943 DOI: 10.1097/gox.0000000000003979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 10/12/2021] [Indexed: 11/18/2022]
Abstract
Children with Crouzon syndrome have a higher incidence of cerebellar tonsillar herniation (TH) and ventriculomegaly than the general population, or children with other craniosynostosis syndromes.
Collapse
|
14
|
Wilson AT, Den Ottelander BK, Van Veelen MC, Dremmen MHG, Persing JA, Vrooman HA, Mathijssen IMJ, Tasker RC. Cerebral cortex maldevelopment in syndromic craniosynostosis. Dev Med Child Neurol 2022; 64:118-124. [PMID: 34265076 PMCID: PMC9290542 DOI: 10.1111/dmcn.14984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/02/2021] [Indexed: 12/04/2022]
Abstract
AIM To assess the relationship of surface area of the cerebral cortex to intracranial volume (ICV) in syndromic craniosynostosis. METHOD Records of 140 patients (64 males, 76 females; mean age 8y 6mo [SD 5y 6mo], range 1y 2mo-24y 2mo) with syndromic craniosynostosis were reviewed to include clinical and imaging data. Two hundred and three total magnetic resonance imaging (MRI) scans were evaluated in this study (148 patients with fibroblast growth factor receptor [FGFR], 19 patients with TWIST1, and 36 controls). MRIs were processed via FreeSurfer pipeline to determine total ICV and cortical surface area (CSA). Scaling coefficients were calculated from log-transformed data via mixed regression to account for multiple measurements, sex, syndrome, and age. Educational outcomes were reported by syndrome. RESULTS Mean ICV was greater in patients with FGFR (1519cm3 , SD 269cm3 , p=0.016) than in patients with TWIST1 (1304cm3 , SD 145cm3 ) or controls (1405cm3 , SD 158cm3 ). CSA was related to ICV by a scaling law with an exponent of 0.68 (95% confidence interval [CI] 0.61-0.76) in patients with FGFR compared to 0.81 (95% CI 0.50-1.12) in patients with TWIST1 and 0.77 (95% CI 0.61-0.93) in controls. Lobar analysis revealed reduced scaling in the parietal (0.50, 95% CI 0.42-0.59) and occipital (0.67, 95% CI 0.54-0.80) lobes of patients with FGFR compared with controls. Modified learning environments were needed more often in patients with FGFR. INTERPRETATION Despite adequate ICV in FGFR-mediated craniosynostosis, CSA development is reduced, indicating maldevelopment, particularly in parietal and occipital lobes. Modified education is also more common in patients with FGFR.
Collapse
Affiliation(s)
- Alexander T Wilson
- Department of Plastic and Reconstructive and Hand SurgeryErasmus University Medical CenterRotterdamthe Netherlands,Section of Plastic SurgeryYale School of MedicineNew HavenCTUSA
| | - Bianca K Den Ottelander
- Department of Plastic and Reconstructive and Hand SurgeryErasmus University Medical CenterRotterdamthe Netherlands
| | | | - Marjolein HG Dremmen
- Department of Radiology and Nuclear MedicineErasmus University Medical CenterRotterdamthe Netherlands
| | - John A Persing
- Section of Plastic SurgeryYale School of MedicineNew HavenCTUSA
| | - Henri A Vrooman
- Department of Radiology and Nuclear MedicineErasmus University Medical CenterRotterdamthe Netherlands
| | - Irene MJ Mathijssen
- Department of Plastic and Reconstructive and Hand SurgeryErasmus University Medical CenterRotterdamthe Netherlands
| | - Robert C Tasker
- Department of AnesthesiologyCritical Care and Pain MedicineHarvard Medical SchoolBoston Children’s HospitalBostonMAUSA
| |
Collapse
|
15
|
Kronig ODM, Kronig SAJ, Van Adrichem LNA. Intracranial Volume Measured and Correlated to Cephalic Index in Syndromic and Nonsyndromic Anterior Brachycephaly. Ann Plast Surg 2021; 87:575-579. [PMID: 33587462 DOI: 10.1097/sap.0000000000002750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Premature fusion of both coronal sutures (anterior brachycephaly) alters skull shape and potentially affects intracranial volume (ICV). Currently little is known about preoperative ICV in anterior brachycephaly. Aim is to measure preoperative ICV and compare this with normative data. Additionally, ICV will be correlated to most used clinical method of quantification: cephalic index (CI). METHODS Preoperative patients with anterior brachycephaly (age, ≤12 months) were included and categorized by syndrome (when present). Computed tomography scans were used for ICV measurement by manual segmentation (OsiriX (Fondation OsiriX, Geneva, Switzerland)). Intracranial volume of each subgroup was compared with Lichtenberg normative cranial volume growth curves for controls. Cephalic index was calculated and correlated to ICV using Pearson correlation coefficient. RESULTS Thirty-four patients with both syndromic and nonsyndromic anterior brachycephaly were included: 17 with Apert syndrome, 6 with Muenke syndrome, 5 with Saethre Chotzen syndrome, 3 with Crouzon, 1 with craniofrontonasal dysplasia, and 2 nonsyndromal. Mean age at preoperative computed tomography scan was 4 months (1-10 months). Mean ICV was 847.31 cm3 (473.91-1459.22 cm3). Nineteen of 34 patients had skull volumes between ±2 SD curves of Lichtenberg, none of the patients had an ICV smaller than -2 SD and 15 of 34 had an ICV larger than +2 SD. Mean ICV in Apert syndrome was 829.85 cm3 (473.91-1061.53 cm3), in Muenke syndrome 942.06 cm3 (768.02-1136.75 cm3), in Saethre Chotzen syndrome 779.72 cm3 (609.21-1002.95 cm3), in Crouzon syndrome 700.57 cm3 (652.31-784.32 cm3), in craniofrontonasal dysplasia 738.97 cm3, and in the nonsyndromal group 1154.64 cm3 (850.07-1459.22 cm3). Apert had a mean greater than +2SD above the mean, the other subgroups had a mean within normal ranges (±2 SD). Correlation between severity of brachycephaly and overall ICV was low (r = 0.42). CONCLUSIONS Mean preoperative ICV in both syndromic and nonsyndromic anterior brachycephaly was 847.31 cm3. Intracranial volume in anterior brachycephaly is in 55.9% between normal ranges (±2 SD). In 44.1% ICV was greater than +2 SD, especially in Apert syndrome (11/16 Apert patients). None of the included patients had a deviant small ICV of less than -2 SD. Additionally, low correlation between ICV and CI (r = 0.42) was found and therefore CI is not suitable for estimating ICV in anterior brachycephaly.
Collapse
Affiliation(s)
- Otto D M Kronig
- From the Department of Plastic and Reconstructive Surgery, University Medical Center Utrecht, The Netherlands
| | | | | |
Collapse
|
16
|
Respective Roles of Craniosynostosis and Syndromic Influences on Cranial Fossa Development. Plast Reconstr Surg 2021; 148:145-156. [PMID: 34181610 DOI: 10.1097/prs.0000000000008101] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Little is known about the detailed growth of the cranial fossae, even though they provide an important structural connection between the cranial vault and the facial skeleton. This study details the morphologic development of isolated cranial vault synostosis and associated syndromes on cranial fossa development. METHODS A total of 125 computed tomographic scans were included (nonsyndromic bicoronal synostosis, n = 36; Apert syndrome associated with bicoronal synostosis, n = 24; Crouzon syndrome associated with bicoronal synostosis, n = 11; and controls, n = 54). Three-dimensional analyses were produced using Materialise software. RESULTS The regional anterior and middle cranial fossae volumes of nonsyndromic bicoronal synostosis are characterized by significant increases of 43 percent (p < 0.001) and 60 percent (p < 0.001), respectively, and normal posterior cranial fossa volume. The cranial fossae depths of nonsyndromic bicoronal synostosis were increased, by 37, 42, and 21 percent (all p < 0.001) for anterior, middle, and posterior cranial fossae, respectively, accompanying the shortened cranial fossae lengths. The volume and morphology of all cranial fossae in Apert syndrome nearly paralleled nonsyndromic bicoronal synostosis. However, Crouzon syndrome had reduced depths of cranial fossae, and more restricted fossa volumes than both Apert syndrome and nonsyndromic bicoronal synostosis. CONCLUSIONS Cranial vault suture synostosis is likely to be more influential on cranial fossae development than other associated influences (genetic, morphologic) in Apert and Crouzon syndromes. Isolated Apert syndrome pathogenesis is associated with an elongation of the anterior cranial fossa length in infants, whereas in Crouzon syndrome, there is a tendency to reduce cranial fossa depth, suggesting individual adaptability in cranial fossae development related to vault synostosis.
Collapse
|
17
|
Deliège L, Misier KR, Bozkurt S, Breakey W, James G, Ong J, Dunaway D, Jeelani NUO, Schievano S, Borghi A. Validation of an in-silico modelling platform for outcome prediction in spring assisted posterior vault expansion. Clin Biomech (Bristol, Avon) 2021; 88:105424. [PMID: 34303069 DOI: 10.1016/j.clinbiomech.2021.105424] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Spring-Assisted Posterior Vault Expansion has been adopted at Great Ormond Street Hospital for Children, London, UK to treat raised intracranial pressure in patients affected by syndromic craniosynostosis, a congenital calvarial anomaly which causes premature fusion of skull sutures. This procedure aims at normalising head shape and augmenting intracranial volume by means of metallic springs which expand the back portion of the skull. The aim of this study is to create and validate a 3D numerical model able to predict the outcome of spring cranioplasty in patients affected by syndromic craniosynostosis, suitable for clinical adoption for preoperative surgical planning. METHODS Retrospective spring expansion measurements retrieved from x-ray images of 50 patients were used to tune the skull viscoelastic properties for syndromic cases. Pre-operative computed tomography (CT) data relative to 14 patients were processed to extract patient-specific skull shape, replicate surgical cuts and simulate spring insertion. For each patient, the predicted finite element post-operative skull shape model was compared with the respective post-operative 3D CT data. FINDINGS The comparison of the sagittal and transverse cross-sections of the simulated end-of-expansion calvaria and the post-operative skull shapes extracted from CT images showed a good shape matching for the whole population. The finite element model compared well in terms of post-operative intracranial volume prediction (R2 = 0.92, p < 0.0001). INTERPRETATION These preliminary results show that Finite Element Modelling has great potential for outcome prediction of spring assisted posterior vault expansion. Further optimisation will make it suitable for clinical deployment.
Collapse
Affiliation(s)
- Lara Deliège
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK.
| | - Karan Ramdat Misier
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Selim Bozkurt
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - William Breakey
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Greg James
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Juling Ong
- Great Ormond Street Hospital, Great Ormond Street, London WC1N 3JH, UK
| | - David Dunaway
- Great Ormond Street Hospital, Great Ormond Street, London WC1N 3JH, UK
| | - N U Owase Jeelani
- Great Ormond Street Hospital, Great Ormond Street, London WC1N 3JH, UK
| | - Silvia Schievano
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Alessandro Borghi
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| |
Collapse
|
18
|
Noble AR, Cunningham ML, Lam A, Wenger TL, Sie KC, Perkins JA, Dahl JP. Complex Airway Management in Patients with Tracheal Cartilaginous Sleeves. Laryngoscope 2021; 132:215-221. [PMID: 34133757 DOI: 10.1002/lary.29692] [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: 04/04/2021] [Revised: 05/26/2021] [Accepted: 06/05/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVES/HYPOTHESIS A tracheal cartilaginous sleeve (TCS) is a rare anomaly characterized by anterior fusion of tracheal cartilages. TCS is associated with syndromic craniosynostoses including Apert, Crouzon and Pfeiffer syndromes and FGFR2, FGFR3, and TWIST1 variants. This study presents a 30-year review of patients with syndromic craniosynostosis and TCS and describes diagnostic methods, genetic variants, surgical interventions, and long-term outcomes. STUDY DESIGN Retrospective, single-institution review. METHODS This review included patients with syndromic craniosynostosis and TCS treated at Seattle Children's Hospital from 1990 to 2020. Tracheostomy, genetic variants, and additional surgery were primary measures. Fisher's exact test compared need for tracheostomy in patients with proposed high-risk (FGFR2 p.W290 or FGFR2 p.C342) versus low-risk genetic variants. RESULTS Thirty patients with TCS were identified. Average age at diagnosis was 12 months (range 2-weeks to 7.9-years; standard deviation 19.8 months). Syndromes included Pfeiffer (37%), Apert (37%), and Crouzon (26%). Severe obstructive sleep apnea was present in 76% of patients. Tracheostomy was performed in 17 patients (57%); five were successfully decannulated. Additional interventions included adenotonsillectomy (57%), nasal (20%), laryngeal (17%), and craniofacial skeletal surgery (87%). All patients with Pfeiffer syndrome and FGFR2 p.W290C variants and 83% of patients with FGFR2 p.C342 variants required tracheostomy, differing from other variants (P = .02, odds ratio 33, 95% confidence interval 1.56-697.96). One patient (3%) died. CONCLUSION TCS contributes to multilevel airway obstruction in patients with syndromic craniosynostosis. Genetic testing in patients with FGFR2-related syndromic craniosynostoses may identify those at risk of TCS and facilitate early intervention. A better understanding of this patient population may foster individualized airway management strategies and improve outcomes. LEVEL OF EVIDENCE 4 Laryngoscope, 2021.
Collapse
Affiliation(s)
- Anisha R Noble
- Department of Otolaryngology - Head and Neck Surgery, University of Washington School of Medicine, Seattle, Washington, U.S.A
| | - Michael L Cunningham
- Department of Pediatrics, Craniofacial Center, Seattle Children's Hospital, Seattle, Washington, U.S.A.,Department of Pediatrics, Division of Craniofacial Medicine, University of Washington School of Medicine, Seattle, Washington, U.S.A.,Seattle Children's Research Division, Seattle Children's Research Institute, Seattle, Washington, U.S.A
| | - Austin Lam
- Department of Otolaryngology - Head and Neck Surgery, University of Washington School of Medicine, Seattle, Washington, U.S.A
| | - Tara L Wenger
- Division of Genetic Medicine, University of Washington School of Medicine, Seattle, Washington, U.S.A
| | - Kathleen C Sie
- Department of Otolaryngology - Head and Neck Surgery, University of Washington School of Medicine, Seattle, Washington, U.S.A.,Department of Pediatrics, Craniofacial Center, Seattle Children's Hospital, Seattle, Washington, U.S.A.,Seattle Children's Research Division, Seattle Children's Research Institute, Seattle, Washington, U.S.A.,Division of Pediatric Otolaryngology - Head and Neck Surgery, Seattle Children's Hospital, Seattle, Washington, U.S.A
| | - Jonathan A Perkins
- Department of Otolaryngology - Head and Neck Surgery, University of Washington School of Medicine, Seattle, Washington, U.S.A.,Department of Pediatrics, Craniofacial Center, Seattle Children's Hospital, Seattle, Washington, U.S.A.,Seattle Children's Research Division, Seattle Children's Research Institute, Seattle, Washington, U.S.A.,Division of Pediatric Otolaryngology - Head and Neck Surgery, Seattle Children's Hospital, Seattle, Washington, U.S.A
| | - John P Dahl
- Department of Otolaryngology - Head and Neck Surgery, University of Washington School of Medicine, Seattle, Washington, U.S.A.,Department of Pediatrics, Craniofacial Center, Seattle Children's Hospital, Seattle, Washington, U.S.A.,Seattle Children's Research Division, Seattle Children's Research Institute, Seattle, Washington, U.S.A.,Division of Pediatric Otolaryngology - Head and Neck Surgery, Seattle Children's Hospital, Seattle, Washington, U.S.A
| |
Collapse
|
19
|
Correlation between head shape and volumetric changes following spring-assisted posterior vault expansion. J Craniomaxillofac Surg 2021; 50:343-352. [DOI: 10.1016/j.jcms.2021.05.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 04/20/2021] [Accepted: 05/25/2021] [Indexed: 11/20/2022] Open
|
20
|
Bozkurt S, Borghi A, van de Lande LS, Jeelani NUO, Dunaway DJ, Schievano S. Computational modelling of patient specific spring assisted lambdoid craniosynostosis correction. Sci Rep 2020; 10:18693. [PMID: 33122820 PMCID: PMC7596227 DOI: 10.1038/s41598-020-75747-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 10/19/2020] [Indexed: 11/25/2022] Open
Abstract
Lambdoid craniosynostosis (LC) is a rare non-syndromic craniosynostosis characterised by fusion of the lambdoid sutures at the back of the head. Surgical correction including the spring assisted cranioplasty is the only option to correct the asymmetry at the skull in LC. However, the aesthetic outcome from spring assisted cranioplasty may remain suboptimal. The aim of this study is to develop a parametric finite element (FE) model of the LC skulls that could be used in the future to optimise spring surgery. The skull geometries from three different LC patients who underwent spring correction were reconstructed from the pre-operative computed tomography (CT) in Simpleware ScanIP. Initially, the skull growth between the pre-operative CT imaging and surgical intervention was simulated using MSC Marc. The osteotomies and spring implantation were performed to simulate the skull expansion due to the spring forces and skull growth between surgery and post-operative CT imaging in MSC Marc. Surface deviation between the FE models and post-operative skull models reconstructed from CT images changed between ± 5 mm over the skull geometries. Replicating spring assisted cranioplasty in LC patients allow to tune the parameters for surgical planning, which may help to improve outcomes in LC surgeries in the future.
Collapse
Affiliation(s)
- Selim Bozkurt
- Institute of Cardiovascular Science, University College London, London, UK. .,University College London, Great Ormond Street Institute of Child Health, London, UK.
| | - Alessandro Borghi
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Lara S van de Lande
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - N U Owase Jeelani
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - David J Dunaway
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Silvia Schievano
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| |
Collapse
|
21
|
Racial Disparity Between Asian and Caucasian Crouzon Syndrome in Skull Morphology. J Craniofac Surg 2020; 31:2182-2187. [DOI: 10.1097/scs.0000000000006741] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
|
22
|
Lo WB, Thant KZ, Kaderbhai J, White N, Nishikawa H, Dover MS, Evans M, Rodrigues D. Posterior calvarial distraction for complex craniosynostosis and cerebellar tonsillar herniation. J Neurosurg Pediatr 2020; 26:421-430. [PMID: 32650306 DOI: 10.3171/2020.4.peds19742] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 04/21/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Children with syndromic, multisuture, and lambdoid craniosynostosis undergoing calvarial surgery often have Chiari malformation type I (CM-I) (or cerebellar tonsillar herniation). The optimal management of this patient group, including the surgical techniques and timing of surgery, remains uncertain. Posterior calvarial distraction (PCD) is an effective method to increase the supratentorial cranial volume and improve raised intracranial pressure in children with complex craniosynostosis. This study investigated the efficacy of PCD in posterior fossa (PF) volume expansion and treatment of CM-I and associated syringomyelia (syrinx) in this group of children. METHODS This retrospective study included patients who were surgically treated between 2006 and 2015. Over 10 years, 16 patients with multisuture synostosis, lambdoid synostosis, or craniosynostosis associated with a confirmed genetic syndrome, and a concurrent CM-I, were included. The mean age at the time of surgery was 5.1 years (range 8 months-18 years). Fourteen patients had pansynostosis and 2 had lambdoid synostosis. Eight had a confirmed syndromic diagnosis (Crouzon in 8, Apert in 4, Pfeiffer in 1, and Saethre-Chotzen in 1). Ten patients had raised intracranial pressure; 4 had syringomyelia. RESULTS The average clinical follow-up was 50 months (range 9-116 months). Clinically, 9 patients improved, 7 remained stable, and none deteriorated. The average distraction distance was 23 mm (range 16-28 mm). The PF anterior-posterior (AP) distance/width ratio increased from 0.73 to 0.80 mm (p = 0.0004). Although an osteotomy extending inferior to the torcula (compared with superior) was associated with a larger absolute PF AP distance increase (13 vs 6 mm, p = 0.028), such a difference was not demonstrable when the PF AP distance/width ratio was calculated. Overall, the mean tonsillar herniation improved from 9.3 to 6.0 mm (p = 0.011). Syrinx dimensions also improved in the AP (from 7.9 to 3.1 mm) and superior-inferior (from 203 to 136 mm) dimensions. No patients required further foramen magnum decompression for CM. Of the 16 patients, 2 had subsequent frontoorbital advancement and remodeling, of which 1 was for volume expansion and 1 was for cosmetic purposes. Two patients required CSF shunt insertion after PCD. CONCLUSIONS Following PCD, PF volume increased as well as supratentorial volume. This morphometric change was observed in osteotomies both inferior and superior to the torcula. The PF volume increase resulted in improvement of cerebellar tonsillar herniation and syrinx. PCD is an efficacious first-line, single-stage treatment for concurrent pansynostosis and lambdoid craniosynostosis, CM-I, and syrinx.
Collapse
Affiliation(s)
- William B Lo
- Departments of1Neurosurgery and.,2Craniofacial Surgery, Birmingham Children's Hospital, Birmingham, United Kingdom
| | | | - Jameel Kaderbhai
- 2Craniofacial Surgery, Birmingham Children's Hospital, Birmingham, United Kingdom
| | - Nicholas White
- 2Craniofacial Surgery, Birmingham Children's Hospital, Birmingham, United Kingdom
| | - Hiroshi Nishikawa
- 2Craniofacial Surgery, Birmingham Children's Hospital, Birmingham, United Kingdom
| | | | - Martin Evans
- 2Craniofacial Surgery, Birmingham Children's Hospital, Birmingham, United Kingdom
| | - Desiderio Rodrigues
- Departments of1Neurosurgery and.,2Craniofacial Surgery, Birmingham Children's Hospital, Birmingham, United Kingdom
| |
Collapse
|
23
|
Abstract
BACKGROUND Apert syndrome causes normal or enlarged intracranial volume overall as patients grow. This study aimed to trace the segmental anterior, middle, and posterior cranial fossae volume and structural morphology in these patients, to help discern a more focused and individualized surgical treatment plan for patients with Apert syndrome. METHODS This study included 82 preoperative computed tomographic scans (Apert, n = 32; control, n = 50) divided into five age-related subgroups. The scans were measured using image processing and three-dimensional modeling software. RESULTS The middle cranial fossa volume was increased and was the earliest change noted. It was increased by 45 percent (p = 0.023) compared with controls before 6 months of age and remained increased into adulthood (161 percent, p = 0.016), with gradually increasing severity. The anterior and posterior cranial fossae volumes also increased, by 35 percent (p = 0.032) and 39 percent (p = 0.007), respectively. Increased depth of cranial fossae contributed most to the increase in volumes of patients with Apert syndrome, with correlation coefficients of 0.799, 0.908, and 0.888 for anterior, middle, and posterior cranial fossa, respectively. The intracranial volume was increased 12 percent (p = 0.098) across the entire test age range (0 to 26 years old), but only had statistical significance during the age range of 6 to 18 years (22 percent, p = 0.001). CONCLUSIONS Malformation of the middle cranial fossa is an early, perhaps the initial, pivotal cranial morphologic change in Apert syndrome. Increased cranial fossae depth is an inherent characteristic of the maldevelopment. Normalization of cranial volume and circumference overall may not achieve a normal skull structure, as it does not correct regional craniocerebral disproportion.
Collapse
|
24
|
Wilson AT, Den Ottelander BK, De Goederen R, Van Veelen MLC, Dremmen MHG, Persing JA, Vrooman HA, Mathijssen IMJ. Intracranial hypertension and cortical thickness in syndromic craniosynostosis. Dev Med Child Neurol 2020; 62:799-805. [PMID: 32060907 DOI: 10.1111/dmcn.14487] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/07/2020] [Indexed: 12/13/2022]
Abstract
AIM To evaluate the impact of risk factors for intracranial hypertension (ICH) on cerebral cortex thickness in syndromic craniosynostosis. METHOD ICH risk factors including papilloedema, hydrocephalus, obstructive sleep apnea (OSA), cerebellar tonsillar position, occipitofrontal circumference (OFC) curve deflection, age, and sex were collected from the records of patients with syndromic craniosynostosis (Apert, Crouzon, Pfeiffer, Muenke, Saethre-Chotzen syndromes) and imaging. Magnetic resonance images were analysed and exported for statistical analysis. A linear mixed model was developed to determine correlations with cerebral cortex thickness changes. RESULTS In total, 171 scans from 107 patients (83 males, 88 females [including repeated scans], mean age 8y 10mo, range 1y 1mo-34y, SD 5y 9mo) were evaluated. Mean cortical thickness in this cohort was 2.78mm (SD 0.17). Previous findings of papilloedema (p=0.036) and of hydrocephalus (p=0.007) were independently associated with cortical thinning. Cortical thickness did not vary significantly by sex (p=0.534), syndrome (p=0.896), OSA (p=0.464), OFC (p=0.375), or tonsillar position (p=0.682). INTERPRETATION Detection of papilloedema or hydrocephalus in syndromic craniosynostosis is associated with significant changes in cortical thickness, supporting the need for preventative rather than reactive treatment strategies. WHAT THIS PAPER ADDS Papilloedema is associated with thinning of the cerebral cortex in syndromic craniosynostosis, independently of hydrocephalus.
Collapse
Affiliation(s)
- Alexander T Wilson
- Department of Plastic and Reconstructive Surgery, Erasmus Medical Center, Rotterdam, the Netherlands.,Department of Surgery, Section of Plastic Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Bianca K Den Ottelander
- Department of Plastic and Reconstructive Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Robbin De Goederen
- Department of Plastic and Reconstructive Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | | | - John A Persing
- Department of Surgery, Section of Plastic Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Henri A Vrooman
- Department of Radiology, Erasmus Medical Center, Rotterdam, the Netherlands.,Department of Medical Informatics, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Irene M J Mathijssen
- Department of Plastic and Reconstructive Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
| |
Collapse
|
25
|
Intracranial Volume and Head Circumference in Children with Unoperated Syndromic Craniosynostosis: Correction. Plast Reconstr Surg 2020; 146:213. [DOI: 10.1097/prs.0000000000007147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
26
|
|
27
|
Quantification of Head Shape from Three-Dimensional Photography for Presurgical and Postsurgical Evaluation of Craniosynostosis. Plast Reconstr Surg 2020; 144:1051e-1060e. [PMID: 31764657 DOI: 10.1097/prs.0000000000006260] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Evaluation of surgical treatment for craniosynostosis is typically based on subjective visual assessment or simple clinical metrics of cranial shape that are prone to interobserver variability. Three-dimensional photography provides cheap and noninvasive information to assess surgical outcomes, but there are no clinical tools to analyze it. The authors aim to objectively and automatically quantify head shape from three-dimensional photography. METHODS The authors present an automatic method to quantify intuitive metrics of local head shape from three-dimensional photography using a normative statistical head shape model built from 201 subjects. The authors use these metrics together with a machine learning classifier to distinguish between patients with (n = 266) and without (n = 201) craniosynostosis (aged 0 to 6 years). The authors also use their algorithms to quantify objectively local surgical head shape improvements on 18 patients with presurgical and postsurgical three-dimensional photographs. RESULTS The authors' methods detected craniosynostosis automatically with 94.74 percent sensitivity and 96.02 percent specificity. Within the data set of patients with craniosynostosis, the authors identified correctly the fused sutures with 99.51 percent sensitivity and 99.13 percent specificity. When the authors compared quantitatively the presurgical and postsurgical head shapes of patients with craniosynostosis, they obtained a significant reduction of head shape abnormalities (p < 0.05), in agreement with the treatment approach and the clinical observations. CONCLUSIONS Quantitative head shape analysis and three-dimensional photography provide an accurate and objective tool to screen for head shape abnormalities at low cost and avoiding imaging with radiation and/or sedation. The authors' automatic quantitative framework allows for the evaluation of surgical outcomes and has the potential to detect relapses. CLINICAL QUESTION/LEVEL OF EVIDENCE Diagnostic, I.
Collapse
|
28
|
A Comparison of Intracranial Volume Growth in Normal Children and Patients With Metopic Craniosynostosis. J Craniofac Surg 2020; 31:142-146. [DOI: 10.1097/scs.0000000000005946] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
|
29
|
|
30
|
Yang XL, Zhang SY, Zhang H, Wei XT, Feng GJ, Pei YF, Zhang L. Three Novel Loci for Infant Head Circumference Identified by a Joint Association Analysis. Front Genet 2019; 10:947. [PMID: 31681408 PMCID: PMC6798153 DOI: 10.3389/fgene.2019.00947] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 09/05/2019] [Indexed: 01/02/2023] Open
Abstract
As an important trait at birth, infant head circumference (HC) is associated with a variety of intelligence- and mental-related conditions. Despite being dominated by genetics, the mechanism underlying the variation of HC is poorly understood. Aiming to uncover the genetic basis of HC, we performed a genome-wide joint association analysis by integrating the genome-wide association summary statistics of HC with that of its two related traits, birth length and birth weight, using a recently developed integrative method, multitrait analysis of genome-wide association (MTAG), and performed in silico replication in an independent sample of intracranial volume (N = 26,577). We then conducted a series of bioinformatic investigations on the identified loci. Combining the evidence from both the MTAG analysis and the in silico replication, we identified three novel loci at the genome-wide significance level (α = 5.0 × 10-8): 3q23 [lead single nucleotide polymorphism (SNP) rs9846396, p MTAG = 3.35 × 10-8, p replication = 0.01], 7p15.3 (rs12534093, p MTAG = 2.00 × 10-8, p replication = 0.004), and 9q33.3 (rs7048271 p MTAG = 9.23 × 10-10, p replication = 1.14 × 10-4). Each of the three lead SNPs was associated with at least one of eight brain-related traits including intelligence and educational attainment. Credible risk variants, defined as those SNPs located within 500 kb of the lead SNP and with p values within two orders of magnitude of the lead SNP, were enriched in DNase I hypersensitive site region in brain. Nine candidate genes were prioritized at the three novel loci using multiple sources of information. Gene set enrichment analysis identified one associated pathway GO:0048009, which participates in the development of nervous system. Our findings provide useful insights into the genetic basis of HC and the relationship between brain growth and mental health.
Collapse
Affiliation(s)
- Xiao-Lin Yang
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College, Soochow University, Jiangsu, China.,Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College, Soochow University, Jiangsu, China
| | - Shao-Yan Zhang
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College, Soochow University, Jiangsu, China.,Department of Epidemiology and Health Statistics, School of Public Health, Medical College, Soochow University, Jiangsu, China
| | - Hong Zhang
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College, Soochow University, Jiangsu, China.,Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College, Soochow University, Jiangsu, China
| | - Xin-Tong Wei
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College, Soochow University, Jiangsu, China.,Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College, Soochow University, Jiangsu, China
| | - Gui-Juan Feng
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College, Soochow University, Jiangsu, China.,Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College, Soochow University, Jiangsu, China
| | - Yu-Fang Pei
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College, Soochow University, Jiangsu, China.,Department of Epidemiology and Health Statistics, School of Public Health, Medical College, Soochow University, Jiangsu, China
| | - Lei Zhang
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College, Soochow University, Jiangsu, China.,Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College, Soochow University, Jiangsu, China
| |
Collapse
|
31
|
Borghi A, Rodriguez Florez N, Ruggiero F, James G, O'Hara J, Ong J, Jeelani O, Dunaway D, Schievano S. A population-specific material model for sagittal craniosynostosis to predict surgical shape outcomes. Biomech Model Mechanobiol 2019; 19:1319-1329. [PMID: 31571084 PMCID: PMC7424404 DOI: 10.1007/s10237-019-01229-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 09/17/2019] [Indexed: 11/26/2022]
Abstract
Sagittal craniosynostosis consists of premature fusion (ossification) of the sagittal suture during infancy, resulting in head deformity and brain growth restriction. Spring-assisted cranioplasty (SAC) entails skull incisions to free the fused suture and insertion of two springs (metallic distractors) to promote cranial reshaping. Although safe and effective, SAC outcomes remain uncertain. We aimed hereby to obtain and validate a skull material model for SAC outcome prediction. Computed tomography data relative to 18 patients were processed to simulate surgical cuts and spring location. A rescaling model for age matching was created using retrospective data and validated. Design of experiments was used to assess the effect of different material property parameters on the model output. Subsequent material optimization-using retrospective clinical spring measurements-was performed for nine patients. A population-derived material model was obtained and applied to the whole population. Results showed that bone Young's modulus and relaxation modulus had the largest effect on the model predictions: the use of the population-derived material model had a negligible effect on improving the prediction of on-table opening while significantly improved the prediction of spring kinematics at follow-up. The model was validated using on-table 3D scans for nine patients: the predicted head shape approximated within 2 mm the 3D scan model in 80% of the surface points, in 8 out of 9 patients. The accuracy and reliability of the developed computational model of SAC were increased using population data: this tool is now ready for prospective clinical application.
Collapse
Affiliation(s)
- Alessandro Borghi
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK.
| | - Naiara Rodriguez Florez
- Surface Technologies Group, Department of Biomedical Engineering, Mondragon Unibertsitatea, Mondragón, Spain
| | - Federica Ruggiero
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Greg James
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Justine O'Hara
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Juling Ong
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Owase Jeelani
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - David Dunaway
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Silvia Schievano
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| |
Collapse
|