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Gaillard L, Tjaberinga MC, Dremmen MHG, Mathijssen IMJ, Vrooman HA. Brain volume in infants with metopic synostosis: Less white matter volume with an accelerated growth pattern in early life. J Anat 2024; 245:894-902. [PMID: 38417842 PMCID: PMC11547220 DOI: 10.1111/joa.14028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 01/30/2024] [Accepted: 02/05/2024] [Indexed: 03/01/2024] Open
Abstract
Metopic synostosis patients are at risk for neurodevelopmental disorders despite a negligible risk of intracranial hypertension. To gain insight into the underlying pathophysiology of metopic synostosis and associated neurodevelopmental disorders, we aimed to investigate brain volumes of non-syndromic metopic synostosis patients using preoperative MRI brain scans. MRI brain scans were processed with HyperDenseNet to calculate total intracranial volume (TIV), total brain volume (TBV), total grey matter volume (TGMV), total white matter volume (TWMV) and total cerebrospinal fluid volume (TCBFV). We compared global brain volumes of patients with controls corrected for age and sex using linear regression. Lobe-specific grey matter volumes were assessed in secondary analyses. We included 45 metopic synostosis patients and 14 controls (median age at MRI 0.56 years [IQR 0.36] and 1.1 years [IQR 0.47], respectively). We found no significant differences in TIV, TBV, TGMV or TCBFV in patients compared to controls. TWMV was significantly smaller in patients (-62,233 mm3 [95% CI = -96,968; -27,498], Holm-corrected p = 0.004), and raw data show an accelerated growth pattern of white matter in metopic synostosis patients. Grey matter volume analyses per lobe indicated increased cingulate (1378 mm3 [95% CI = 402; 2355]) and temporal grey matter (4747 [95% CI = 178; 9317]) volumes in patients compared to controls. To conclude, we found smaller TWMV with an accelerated white matter growth pattern in metopic synostosis patients, similar to white matter growth patterns seen in autism. TIV, TBV, TGMV and TCBFV were comparable in patients and controls. Secondary analyses suggest larger cingulate and temporal lobe volumes. These findings suggest a generalized intrinsic brain anomaly in the pathophysiology of neurodevelopmental disorders associated with metopic synostosis.
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Affiliation(s)
- L. Gaillard
- Department of Plastic and Reconstructive Surgery and Hand SurgeryErasmus MC—Sophia Children's Hospital, University Medical Center RotterdamRotterdamThe Netherlands
| | - M. C. Tjaberinga
- Department of Plastic and Reconstructive Surgery and Hand SurgeryErasmus MC—Sophia Children's Hospital, University Medical Center RotterdamRotterdamThe Netherlands
| | - M. H. G. Dremmen
- Department of Radiology and Nuclear MedicineErasmus MC—Sophia Children's Hospital, University Medical Center RotterdamRotterdamThe Netherlands
| | - I. M. J. Mathijssen
- Department of Plastic and Reconstructive Surgery and Hand SurgeryErasmus MC—Sophia Children's Hospital, University Medical Center RotterdamRotterdamThe Netherlands
| | - H. A. Vrooman
- Department of Radiology and Nuclear MedicineErasmus MC—Sophia Children's Hospital, University Medical Center RotterdamRotterdamThe Netherlands
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Russo C, Aliberti F, Ferrara UP, Russo C, De Gennaro DV, Cristofano A, Nastro A, Cicala D, Spennato P, Quarantelli M, Aiello M, Soricelli A, Smaldone G, Onorini N, De Martino L, Picariello S, Parlato S, Mirabelli P, Quaglietta L, Covelli EM, Cinalli G. Neuroimaging in Nonsyndromic Craniosynostosis: Key Concepts to Unlock Innovation. Diagnostics (Basel) 2024; 14:1842. [PMID: 39272627 PMCID: PMC11394062 DOI: 10.3390/diagnostics14171842] [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: 07/01/2024] [Revised: 08/19/2024] [Accepted: 08/21/2024] [Indexed: 09/15/2024] Open
Abstract
Craniosynostoses (CRS) are caused by the premature fusion of one or more cranial sutures, with isolated nonsyndromic CRS accounting for most of the clinical manifestations. Such premature suture fusion impacts both skull and brain morphology and involves regions far beyond the immediate area of fusion. The combined use of different neuroimaging tools allows for an accurate depiction of the most prominent clinical-radiological features in nonsyndromic CRS but can also contribute to a deeper investigation of more subtle alterations in the underlying nervous tissue organization that may impact normal brain development. This review paper aims to provide a comprehensive framework for a better understanding of the present and future potential applications of neuroimaging techniques for evaluating nonsyndromic CRS, highlighting strategies for optimizing their use in clinical practice and offering an overview of the most relevant technological advancements in terms of diagnostic performance, radiation exposure, and cost-effectiveness.
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Affiliation(s)
- Camilla Russo
- Neuroradiology Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Ferdinando Aliberti
- Cranio-Maxillo-Facial Surgery Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Ursula Pia Ferrara
- Pediatric Neurosurgery Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Carmela Russo
- Neuroradiology Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Domenico Vincenzo De Gennaro
- Pediatric Neurosurgery Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Adriana Cristofano
- Neuroradiology Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Anna Nastro
- Neuroradiology Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Domenico Cicala
- Neuroradiology Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Pietro Spennato
- Pediatric Neurosurgery Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Mario Quarantelli
- Institute of Biostructures and Bioimaging, Italian National Research Council, 80145 Naples, Italy
| | | | | | | | - Nicola Onorini
- Pediatric Neurosurgery Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Lucia De Martino
- Neuro-Oncology Unit, Department of Pediatric Oncology, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Stefania Picariello
- Neuro-Oncology Unit, Department of Pediatric Oncology, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Stefano Parlato
- Pediatric Neurosurgery Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Peppino Mirabelli
- Clinical and Translational Research Unit, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Lucia Quaglietta
- Neuro-Oncology Unit, Department of Pediatric Oncology, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Eugenio Maria Covelli
- Neuroradiology Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
| | - Giuseppe Cinalli
- Pediatric Neurosurgery Unit, Department of Pediatric Neurosciences, Santobono-Pausilipon Children's Hospital, 80129 Naples, Italy
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Michaëlsson I, Skoglund T, Hallén T, Olsson R, Maltese G, Tarnow P, Bhatti-Søfteland M, Zetterberg H, Blennow K, Kölby L. Circulating Brain-Injury Markers After Surgery for Craniosynostosis. World Neurosurg 2023; 173:e593-e599. [PMID: 36863456 DOI: 10.1016/j.wneu.2023.02.102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/20/2023] [Accepted: 02/21/2023] [Indexed: 03/04/2023]
Abstract
OBJECTIVE Historically, there have been few quantitative methods for effectively evaluating outcomes after surgery for craniosynostosis. In this prospective study, we assessed a novel approach for detecting possible postsurgery brain injury in patients with craniosynostosis. METHODS We included consecutive patients operated on for sagittal (pi-plasty or craniotomy combined with springs) or metopic (frontal remodeling) synostosis at the Craniofacial Unit at Sahlgrenska University Hospital, Gothenburg, Sweden, from January 2019 to September 2020. Plasma concentrations of the brain-injury biomarkers neurofilament light (NfL), glial fibrillary acidic protein (GFAP), and tau were measured immediately before induction of anesthesia, immediately before and after surgery, and on the first and the third postoperative days using single-molecule array assays. RESULTS Of the 74 patients included, 44 underwent craniotomy combined with springs for sagittal synostosis, 10 underwent pi-plasty for sagittal synostosis, and 20 underwent frontal remodeling for metopic synostosis. Compared with baseline, GFAP level showed a maximal significant increase at day 1 after frontal remodeling for metopic synostosis and pi-plasty (P = 0.0004 and P = 0.003, respectively). By contrast, craniotomy combined with springs for sagittal synostosis showed no increase in GFAP. For neurofilament light, we found a maximal significant increase at day 3 after surgery for all procedures, with significantly higher levels observed after frontal remodeling and pi-plasty compared with craniotomy combined with springs (P < 0.001). CONCLUSIONS These represent the first results showing significantly increased plasma levels of brain-injury biomarkers after surgery for craniosynostosis. Furthermore, we found that more extensive cranial vault procedures resulted in higher levels of these biomarkers relative to less extensive procedures.
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Affiliation(s)
- Isak Michaëlsson
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Thomas Skoglund
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Tobias Hallén
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Robert Olsson
- Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Giovanni Maltese
- Department of Plastic Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Peter Tarnow
- Department of Plastic Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Madiha Bhatti-Søfteland
- Department of Plastic Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden; Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; UK Dementia Research Institute at UCL, London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Lars Kölby
- Department of Plastic Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden.
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Cerebral Blood Flow of the Frontal Lobe in Untreated Children with Trigonocephaly versus Healthy Controls: An Arterial Spin Labeling Study. Plast Reconstr Surg 2023; 151:526e-527e. [PMID: 36730155 DOI: 10.1097/prs.0000000000009946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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Reply: Cerebral Blood Flow of the Frontal Lobe in Untreated Children with Trigonocephaly versus Healthy Controls: An Arterial Spin Labeling Study. Plast Reconstr Surg 2023; 151:527e-528e. [PMID: 36442054 DOI: 10.1097/prs.0000000000009947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Blum JD, Beiriger J, Villavisanis DF, Morales C, Cho DY, Tao W, Whitaker R, Bartlett SP, Taylor JA, Goldstein JA, Swanson JW. Machine Learning in Metopic Craniosynostosis: Does Phenotypic Severity Predict Long-Term Esthetic Outcome? J Craniofac Surg 2023; 34:58-64. [PMID: 35946829 PMCID: PMC9825625 DOI: 10.1097/scs.0000000000008868] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/23/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND There have been few longitudinal studies assessing the effect of preoperative phenotypic severity on long-term esthetic outcomes in metopic craniosynostosis. This study evaluates the relationship between metopic severity and long-term esthetic outcomes using interfrontal angle (IFA) and CranioRate, a novel metopic synostosis severity measure. METHODS Patients with metopic craniosynostosis who underwent bifrontal orbital advancement and remodeling between 2012 and 2017 were reviewed. Preoperative computed tomography head scans were analyzed for IFA and CranioRate, a machine learning algorithm which generates quantitative severity ratings including metopic severity score (MSS) and cranial morphology deviation (CMD). Long-term esthetic outcomes were assessed by craniofacial surgeons using blinded 3-rater esthetic grading of clinical photos. Raters assessed Whitaker score and the presence of temporal hollowing, lateral orbital retrusion, frontal bone irregularities and/or "any visible irregularities." RESULTS Preoperative scans were performed at a mean age of 7.7±3.4 months, with average MSS of 6/10, CMD of 200/300, and IFA of 116.8±13.8 degrees. Patients underwent bifrontal orbital advancement and remodeling at mean 9.9±3.1 months. The average time from operation to esthetic assessment was 5.4±1.0 years. Pearson correlation revealed a significant negative correlation between MSS and age at computed tomography ( r =-0.451, P =0.004) and IFA ( r =-0.371, P =0.034) and between IFA and age at surgery ( r =-0.383, P =0.018). In multinomial logistic regression, preoperative MSS was the only independent predictor of visible irregularities (odds ratio=2.18, B =0.780, P =0.024) and preoperative IFA alone significantly predicted Whitaker score, with more acute IFA predicting worse Whitaker score (odds ratio=0.928, B =-0.074, P =0.928). CONCLUSIONS More severe preoperative phenotypes of metopic craniosynostosis were associated with worse esthetic dysmorphology. Objective measures of preoperative metopic severity predicted long-term esthetic outcomes.
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Affiliation(s)
- Jessica D Blum
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia
| | - Justin Beiriger
- Division of Plastic Surgery, Children's Hospital of Pittsburgh of the University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Dillan F Villavisanis
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia
| | - Carrie Morales
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia
| | - Daniel Y Cho
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia
| | - Wenzheng Tao
- School of Computing, University of Utah, Salt Lake City, UT
| | - Ross Whitaker
- School of Computing, University of Utah, Salt Lake City, UT
| | - Scott P Bartlett
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia
| | - Jesse A Taylor
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia
| | - Jesse A Goldstein
- Division of Plastic Surgery, Children's Hospital of Pittsburgh of the University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Jordan W Swanson
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia
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de Planque CA, Gaillard L, Vrooman HA, Li B, Bron EE, van Veelen MLC, Mathijssen IMJ, Dremmen MHG. A Diffusion Tensor Imaging Analysis of Frontal Lobe White Matter Microstructure in Trigonocephaly Patients. Pediatr Neurol 2022; 131:42-48. [PMID: 35483131 DOI: 10.1016/j.pediatrneurol.2022.04.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 03/05/2022] [Accepted: 04/10/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Children with trigonocephaly are at risk for neurodevelopmental disorders. The aim of this study is to investigate white matter properties of the frontal lobes in young, unoperated patients with metopic synostosis as compared to healthy controls using diffusion tension imaging (DTI). METHODS Preoperative DTI data sets of 46 patients with trigonocephaly with a median age of 0.49 (interquartile range: 0.38) years were compared with 21 controls with a median age of 1.44 (0.98) years. White matter metrics of the tracts in the frontal lobe were calculated using FMRIB Software Library (FSL). The mean value of tract-specific fractional anisotropy (FA) and mean diffusivity (MD) were estimated for each subject and compared to healthy controls. By linear regression, FA and MD values per tract were assessed by trigonocephaly, sex, and age. RESULTS The mean FA and MD values in the frontal lobe tracts of untreated trigonocephaly patients, younger than 3 years, were not significantly different in comparison to controls, where age showed to be a significant associated factor. CONCLUSIONS Microstructural parameters of white matter tracts of the frontal lobe of patients with trigonocephaly are comparable to those of controls aged 0-3 years.
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Affiliation(s)
- Catherine A de Planque
- Department of Plastic, Reconstructive Surgery and Hand Surgery, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Linda Gaillard
- Department of Plastic, Reconstructive Surgery and Hand Surgery, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Henri A Vrooman
- Department of Radiology and Nuclear Medicine, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Bo Li
- Department of Radiology and Nuclear Medicine, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Esther E Bron
- Department of Radiology and Nuclear Medicine, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Marie-Lise C van Veelen
- Department of Neurosurgery, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Irene M J Mathijssen
- Department of Plastic, Reconstructive Surgery and Hand Surgery, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands.
| | - Marjolein H G Dremmen
- Department of Radiology and Nuclear Medicine, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
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