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Prezelski K, Blondin Fernandez MS, Matsumoto K, David LR, Runyan CM, Patel KB, Kane AA, Hallac RR. Assessment of Minimally Invasive Surgical Techniques for Sagittal Craniosynostosis: A Multicenter Time Series Study. Plast Reconstr Surg 2025; 155:684-692. [PMID: 39212932 DOI: 10.1097/prs.0000000000011685] [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: 09/04/2024]
Abstract
BACKGROUND Minimally invasive strip craniectomy is a well-established treatment for sagittal craniosynostosis; however, the temporality of change in head shape has not been assessed. In this study, the authors performed head shape analysis to compare time-series-based clinical outcomes among 3 different surgical techniques across 3 academic centers for the treatment of sagittal craniosynostosis. METHODS Retrospective, longitudinal 3-dimensional (3D) images were collected from patients who underwent surgery for the correction of sagittal craniosynostosis for up to 5 years postoperation. The surgical methods studied include spring-assisted craniectomy, narrow-strip craniectomy plus orthotic helmet therapy, and wide-strip craniectomy with biparietal and bitemporal barrel stave wedge osteotomies plus orthotic helmet therapy. Postoperative 3D images were binned into 6 age groups. Cranial index measurements were calculated on 3D images. The 3D whole-head composite images were generated for each procedure to visually represent longitudinal outcomes. RESULTS The median (interquartile range) cranial index measurements at 3- to 5-years postoperative follow-up were 75.9 (73.1 to 78.6) for spring-assisted, 75.9 (75.4 to 78.5) for narrow-strip, and 79.4 (76.4 to 81.9) for wide-strip procedures. The wide-strip cranial index was significantly different from the spring-assisted and narrow-strip groups ( P < 0.001). Concerning 3D analysis, patients receiving spring-assisted procedures showed normalization of frontal bossing and skull height compared with age-matched controls, whereas patients receiving wide-strip procedures showed greater correction of occipital bulleting. Patients receiving narrow-strip procedures had intermediate results between these outcomes. CONCLUSIONS There was no statistically significant regression in longitudinal cranial index measurements across the 3 techniques aimed at treating sagittal craniosynostosis. Longitudinal comparison of 3D head shape outcome demonstrated satisfactory correction of scaphocephalic deformity across all 3 surgical groups. CLINICAL QUESTION/LEVEL OF EVIDENCE Therapeutic, III.
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Affiliation(s)
- Kayla Prezelski
- From the Department of Plastic Surgery, University of Texas Southwestern Medical Center
- Analytical Imaging and Modeling Center, Children's Health
| | | | | | - Lisa R David
- Department of Plastic and Reconstructive Surgery, Wake Forest University School of Medicine
| | - Christopher M Runyan
- Department of Plastic and Reconstructive Surgery, Wake Forest University School of Medicine
| | - Kamlesh B Patel
- Division of Plastic and Reconstructive Surgery, Washington University School of Medicine in St. Louis
| | - Alex A Kane
- From the Department of Plastic Surgery, University of Texas Southwestern Medical Center
- Analytical Imaging and Modeling Center, Children's Health
| | - Rami R Hallac
- From the Department of Plastic Surgery, University of Texas Southwestern Medical Center
- Analytical Imaging and Modeling Center, Children's Health
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Abdulrazzaq YM, Aburawi EH, Abdulrahman MA, Alshamsi A, Zidan M. Body mass index and head circumference growth charts for the United Arab Emirates-the UAEMCGS 2 study. Sci Rep 2025; 15:6477. [PMID: 39987286 PMCID: PMC11846874 DOI: 10.1038/s41598-025-90942-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: 09/30/2024] [Accepted: 02/17/2025] [Indexed: 02/24/2025] Open
Abstract
This study was undertaken to establish the UAE population's normal BMI and HC growth charts. BMI growth charts represent BMI values at each age and gender-specific percentiles. The UAE's development is unique in its cultural practices and genetic makeup; therefore, extrapolating health determinants from other nations to the UAE is unwise. It is, therefore, essential to have reference growth parameters for the UAE population. In this cross-sectional study, we measured BMI and Head Circumference in 20,998 infants and children, of both sexes, 0-18 years of age from all seven states that make up the United Arab Emirates (UAE), enabling us to construct the BMI and HC charts for the UAE. Using the LMS system BMI and HC charts were created. The prevalence of obesity ranged from 0 to 5.9% in males and from 0.8 to 6.6% in females at different ages. The mean BMI values for each age in both sexes were statistically significantly larger than those obtained in UAE children 30 years ago. Our study provides BMI and head circumference charts tailored to the growth patterns of UAE children.
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Affiliation(s)
- Y M Abdulrazzaq
- Health Informatics and Smart Health Department, Dubai Health Authority, Dubai, UAE.
| | - E H Aburawi
- Health Informatics and Smart Health Department, Dubai Health Authority, Dubai, UAE
| | - M A Abdulrahman
- Metabolic and Genetics Department, Tawam Hospital, Al Ain, UAE
| | - A Alshamsi
- Department of Medical Education and Scientific Research, Dubai Health Authority, Dubai, UAE
| | - M Zidan
- College of Medicine and Health Sciences, UAE University, Al Ain, UAE
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Kato R, Nagano N, Sasano M, Sumi K, Morioka I. Natural Progression of Cranial Shape Following Helmet Therapy for Deformational Plagiocephaly. J Clin Med 2025; 14:357. [PMID: 39860363 PMCID: PMC11765566 DOI: 10.3390/jcm14020357] [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: 12/16/2024] [Revised: 01/05/2025] [Accepted: 01/07/2025] [Indexed: 01/27/2025] Open
Abstract
Objectives: This study aimed to examine the natural progression of the cranial shape from the end of helmet therapy for deformational plagiocephaly to 1 year of age. Methods: This study included infants with moderate to severe deformational plagiocephaly who began treatment at our department between December 2022 and July 2023. The cranial shape was assessed using a 3D scanner (VECTRA®H2) at the start of treatment, end of treatment, and 12 months of age. Changes in the Cranial Vault Asymmetry Index (ΔCVAI), an indicator of cranial deformity, and the severity of deformity (normal, mild, moderate, severe, very severe) were assessed between the end of treatment and 12 months. Results: The study included 32 infants: 30 were full-term and 2 were preterm (gestational ages: 34 and 36 weeks). The median age at the start of treatment was 4 months (range: 2-7 months), with a mean CVAI of 10.5 ± 2.2%. At the end of treatment, the median age was 9 months (range: 5-11 months), with a mean CVAI of 4.2 ± 1.8%. The ΔCVAI from the end of treatment to 12 months of age was 0.3 ± 0.8%. Regarding severity, an improvement was observed in one infant (3%) (from moderate to mild), no change in 28 infants (88%) (23 classified as normal, three as mild, and two as moderate), and worsening in three infants (9%) (one from mild to moderate and two from normal to mild). Conclusions: The severity of cranial deformity showed minimal worsening during the natural progression from the end of helmet therapy to 1 year of age.
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Affiliation(s)
- Risa Kato
- Department of Pediatrics and Child Health, Nihon University School of Medicine, Tokyo 173-8610, Japan; (R.K.); (I.M.)
| | - Nobuhiko Nagano
- Department of Pediatrics and Child Health, Nihon University School of Medicine, Tokyo 173-8610, Japan; (R.K.); (I.M.)
| | - Mari Sasano
- Department of Neurological Surgery, Kanagawa Children’s Medical Center, Yokohama 232-8555, Japan;
| | - Koichiro Sumi
- Department of Neurological Surgery, Nihon University School of Medicine, Tokyo 173-8610, Japan;
| | - Ichiro Morioka
- Department of Pediatrics and Child Health, Nihon University School of Medicine, Tokyo 173-8610, Japan; (R.K.); (I.M.)
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Wang L, Sun Y, Seidlitz J, Bethlehem RAI, Alexander-Bloch A, Dorfschmidt L, Li G, Elison JT, Lin W, Wang L. A lifespan-generalizable skull-stripping model for magnetic resonance images that leverages prior knowledge from brain atlases. Nat Biomed Eng 2025:10.1038/s41551-024-01337-w. [PMID: 39779813 DOI: 10.1038/s41551-024-01337-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 12/05/2024] [Indexed: 01/11/2025]
Abstract
In magnetic resonance imaging of the brain, an imaging-preprocessing step removes the skull and other non-brain tissue from the images. But methods for such a skull-stripping process often struggle with large data heterogeneity across medical sites and with dynamic changes in tissue contrast across lifespans. Here we report a skull-stripping model for magnetic resonance images that generalizes across lifespans by leveraging personalized priors from brain atlases. The model consists of a brain extraction module that provides an initial estimation of the brain tissue on an image, and a registration module that derives a personalized prior from an age-specific atlas. The model is substantially more accurate than state-of-the-art skull-stripping methods, as we show with a large and diverse dataset of 21,334 lifespans acquired from 18 sites with various imaging protocols and scanners, and it generates naturally consistent and seamless lifespan changes in brain volume, faithfully charting the underlying biological processes of brain development and ageing.
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Affiliation(s)
- Limei Wang
- Developing Brain Computing Lab, Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, USA
| | - Yue Sun
- Developing Brain Computing Lab, Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, USA
| | - Jakob Seidlitz
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
- Department of Child and Adolescent Psychiatry and Behavioral Science, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Lifespan Brain Institute, The Children's Hospital of Philadelphia and Penn Medicine, Philadelphia, PA, USA
| | | | - Aaron Alexander-Bloch
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
- Department of Child and Adolescent Psychiatry and Behavioral Science, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Lifespan Brain Institute, The Children's Hospital of Philadelphia and Penn Medicine, Philadelphia, PA, USA
| | - Lena Dorfschmidt
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
- Department of Child and Adolescent Psychiatry and Behavioral Science, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Lifespan Brain Institute, The Children's Hospital of Philadelphia and Penn Medicine, Philadelphia, PA, USA
| | - Gang Li
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jed T Elison
- Institute of Child Development, University of Minnesota, Minneapolis, MN, USA
| | - Weili Lin
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Li Wang
- Developing Brain Computing Lab, Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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Hashimoto H, Shimada M, Takemoto O, Chiba Y. Methodology for pediatric head computed tomography image segmentation and volumetric calculation using a tablet computer and stylus pen. Childs Nerv Syst 2024; 41:66. [PMID: 39714545 DOI: 10.1007/s00381-024-06723-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 12/13/2024] [Indexed: 12/24/2024]
Abstract
PURPOSE This study presents a MATrix LABoratory (MATLAB)-based methodology for calculating intracranial volumes from head computed tomography (CT) data and compares it with established methods. METHODS Regions of interest (ROI) were manually segmented on CT images using a stylus pen, facilitated by mirroring a computer desktop onto a tablet. The volumetric process involved three main steps: (1) calculating the volume of a single voxel, (2) counting the total number of voxels within the segmented ROI, and (3) multiplying this voxel count by the single-voxel volume. This method was applied to 83 pediatric head CT scans from patients with minor head trauma, and the volumetric results were compared with those obtained from OsiriX. RESULTS A paired t-test revealed a statistically significant difference (p < 0.001) between volumes obtained with our MATLAB-based method and those from OsiriX, with our method measuring 0.32% higher. However, an unpaired t-test found no statistically significant differences between the volumetric population groups (p = 0.84). CONCLUSION The significant difference identified by the paired t-test likely reflects statistical distinctions arising from differences in the calculation methods of the two approaches. Conversely, the unpaired t-test suggests no statistically detectable differences between the volumetric populations. Although this does not imply that the two methods produce identical results, the volumetric populations derived from our method may originate from the same underlying population as those obtained using OsiriX. By taking these points into account, our method has the potential to serve as a valuable tool for volumetric measurements.
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Affiliation(s)
- H Hashimoto
- Department of Neurosurgery, Osaka Women's and Children's Hospital, Izumi, Osaka, 594-1101, Japan.
- Department of Neurological Diagnosis and Restoration, Graduate School of Medicine, Osaka University, Suita, Osaka, 565-0871, Japan.
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, MA, 02114, USA.
- Department of Neurology, Harvard Medical School, Boston, MA, 02115, USA.
| | - M Shimada
- Department of Radiology, Osaka Women's and Children's Hospital, Izumi, Osaka, 594-1101, Japan
| | - O Takemoto
- Department of Neurosurgery, Osaka Women's and Children's Hospital, Izumi, Osaka, 594-1101, Japan
| | - Y Chiba
- Department of Neurosurgery, Osaka Women's and Children's Hospital, Izumi, Osaka, 594-1101, Japan
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Kishinchand R, Boyce M, Vyas H, Sewell L, Mohi A, Brengartner L, Miller R, Gorr MW, Wold LE, Cray J. In Utero Exposure to Maternal Electronic Nicotine Delivery System use Demonstrate Alterations to Craniofacial Development. Cleft Palate Craniofac J 2024; 61:1389-1397. [PMID: 36916055 DOI: 10.1177/10556656231163400] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
OBJECTIVE Develop a model for the study of Electronic Nicotine Device (ENDS) exposure on craniofacial development. DESIGN Experimental preclinical design followed as pregnant murine dams were randomized and exposed to filtered air exposure, carrier exposure consisting of 50% volume of propylene glycol and vegetable glycine (ENDS Carrier) respectively, or carrier exposure with 20 mg/ml of nicotine added to the liquid vaporizer (ENDS carrier with nicotine). SETTING Preclinical murine model exposure using the SciReq exposure system. PARTICIPANTS C57BL6 adult 8 week old female pregnant mice and exposed in utero litters. INTERVENTIONS Exposure to control filtered air, ENDS carrier or ENDS carrier with nicotine added throughout gestation at 1 puff/minute, 4 h/day, five days a week. MAIN OUTCOME MEASURES Cephalometric measures of post-natal day 15 pups born as exposed litters. RESULTS Data suggests alterations to several facial morphology parameters in the developing offspring, suggesting electronic nicotine device systems may alter facial growth if used during pregnancy. CONCLUSIONS Future research should concentrate on varied formulations and exposure regimens of ENDS to determine timing windows of exposures and ENDS formulations that may be harmful to craniofacial development.
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Affiliation(s)
- Rajiv Kishinchand
- Department of Biomedical Education and Anatomy, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Mark Boyce
- Department of Biomedical Education and Anatomy, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Heema Vyas
- Department of Biomedical Education and Anatomy, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Leslie Sewell
- Department of Biomedical Education and Anatomy, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Amr Mohi
- Department of Biomedical Education and Anatomy, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Lexie Brengartner
- Department of Biomedical Education and Anatomy, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Roy Miller
- School of Nursing, The Ohio State University, Columbus, OH 43210, USA
| | - Matthew W Gorr
- School of Nursing, The Ohio State University, Columbus, OH 43210, USA
- Department of Physiology and Cell Biology, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Loren E Wold
- School of Nursing, The Ohio State University, Columbus, OH 43210, USA
- Department of Physiology and Cell Biology, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - James Cray
- Department of Biomedical Education and Anatomy, The Ohio State University College of Medicine, Columbus, OH 43210, USA
- Division of Biosciences, College of Dentistry, The Ohio State University, Columbus, OH 43210, USA
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Satanin LA, Evteev AA, Rudnev SG, Satanina TL, Roginsky VV. Normative reference data for intracranial volume in children: The results of CT volumetry. Childs Nerv Syst 2024; 40:1873-1879. [PMID: 38393384 DOI: 10.1007/s00381-024-06318-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 02/08/2024] [Indexed: 02/25/2024]
Abstract
BACKGROUND Intracranial volume (ICV) is an important indicator of the development of the brain and skull in children. At present, there is a lack of ICV growth standards based on large infant and children samples. Our aim was to assess the normal range of the ICV variation in Russian children using a modern automatic system for constructing the endocranial cavity (Endex) and to provide growth standards of the ICV for clinical practice. METHODS High-resolution head CT scans were obtained from 673 apparently healthy children (380 boys and 293 girls) aged 0-17 years and transformed into the ICV estimates using the Endex software. The open-source software RefCurv utilizing R and the GAMLSS add-on package with the LMS method was then used for the construction of smooth centile growth references for ICV according to age and sex. RESULTS We demonstrated that the ICVs estimates calculated using the Endex software are perfectly comparable with those obtained by a conventional technique (i.e. seed feeling). Sex-specific pediatric growth charts for ICV were constructed. CONCLUSIONS This study makes available for use in clinical practice ICV growth charts for the age from 0 to 17 based on a sample of 673 high-resolution CT images.
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Affiliation(s)
- L A Satanin
- Department of Pediatric Neurosurgery, Burdenko National Medical Research Center for Neurosurgery, Moscow, Russia.
| | - A A Evteev
- Anuchin Research Institute and Museum of Anthropology, Lomonosov Moscow State University, Moscow, Russia
| | - S G Rudnev
- Marchuk Institute of Numerical Mathematics, Russian Academy of Sciences, Moscow, Russia
| | - T L Satanina
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - V V Roginsky
- Central Research Institute of Dental and Maxillofacial Surgery, Moscow, Russia
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Sabeti M, Boostani R, Taheri B, Moradi E. Image processing and machine learning for diagnosis and screening of craniosynostosis in children. INTERDISCIPLINARY NEUROSURGERY 2024; 36:101887. [DOI: 10.1016/j.inat.2023.101887] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2025] Open
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Rudolph CM, Awad AN, Toth K, Adamo MA, Carpenter C. Endoscopic Strip Craniectomy and Helmet Therapy for Sagittal Craniosynostosis: An Analysis of Cranial Growth Changes in the Early Postoperative Period. Cleft Palate Craniofac J 2024; 61:458-468. [PMID: 36217735 DOI: 10.1177/10556656221131119] [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] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE The purpose of this study is to analyze cranial width and length growth curves in the early postoperative period of patients by undergoing endoscopic sagittal strip craniectomy (ESC) to determine the timing of the maximal growth curve change. By analyzing the complex interplay of cephalic length and width measurements, we hope to better understand the cephalic index (CI) growth curve during this early period. This is the first of a multistep process to elucidate the ideal cranial remolding orthosis (CRO) treatment duration. DESIGN Retrospective review. SETTING Tertiary academic institution. PATIENTS Children with isolated sagittal craniosynostosis. INTERVENTIONS ESC and postoperative CRO treatment (2015-2019). MAIN OUTCOME MEASURES One cranial orthotist obtained preoperative and postoperative measurements. The maximal rate of change of width, length, and CI were compared against the postoperative week these occurred. RESULTS Thirteen children (mean age: 3.3 months, average preoperative CI: 73.4) underwent this intervention. CI reached its highest growth rate by 4.9 average weeks postoperatively, which correlated with the maximal width growth rate (5.2 weeks). Length curves reached their maximal growth rate by 15.5 weeks. CI peaked (81.3) by 22.7 weeks postoperatively, a significant increase from baseline. CONCLUSIONS Following ESC, in the early postoperative period, the CI growth curve has 4 phases: initial rapid expansion, early and late slowed expansion, and plateau, followed by possible regression phases. This highlights the importance of early postoperative CRO initiation, CRO compliance, and properly fitting CROs, especially in the first 2 phases. This data sets the stage for investigating the ideal treatment length.
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Affiliation(s)
| | - Amanda N Awad
- Division of Plastic Surgery, Albany Medical Center, Albany, NY, USA
| | | | - Matthew A Adamo
- Department of Neurosurgery, Albany Medical Center, Albany, NY, USA
| | - Courtney Carpenter
- Cleft-Craniofacial Center, Division of Plastic Surgery, Albany Medical Center, Albany, NY, USA
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Jeon S, Chung JH, Baek SH, Yang IH, Choi KY, Seo HJ, Shin JY, Kim BJ. Characterization of cranial growth patterns using craniometric parameters and best-fit logarithmic growth curves. J Craniomaxillofac Surg 2024; 52:30-39. [PMID: 38135648 DOI: 10.1016/j.jcms.2023.11.013] [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: 05/02/2023] [Revised: 10/05/2023] [Accepted: 11/23/2023] [Indexed: 12/24/2023] Open
Abstract
Few studies have reported a complete quantitative database of cranial growth, from infancy to adulthood, as a reference through three-dimensional analysis. Our study aimed to characterize cranial growth patterns using craniometric parameters by establishing sex- and age-specific norms. In total, 1009 Korean patients (male-to-female ratio, 2:1; age range, 0-18 years) who underwent thin-slice computed tomography (CT) scans for head trauma were divided into 20 age groups, with a 6-month interval for those under 2 years and a 1-year interval for those over 2 years. After four reference planes [Frankfurt horizontal (FH), midsagittal, and two coronal planes passing the sella (S) and basion (B)] had been established, intracranial volume (ICV), anteroposterior diameter (APD), biparietal diameter (BPD), cranial heights (CHs), cephalic index (CI, BPD/APD), and height index (HI, CH-B/APD) were measured using Mimics software. Best-fit logarithmic curves were derived using a linear regression model. The best-fit curves for ICV (cm3) were y = 785.6 + 157*ln(age) for males (R2 = 0.5752) and y = 702 + 150.5*ln(age) for females (R2 = 0.6517). After adjustment for age, males had higher values of ICV, APD, BPD, and CHs than females (all p < 0.0001). ICV, APD, BPD, and CHs demonstrated a rapid increase during the first few months of life, reaching 90-95% of the adult size by 5-6 years of age, while CI and HI showed a continuous decline by 4%, regardless of sex. This study presented cranial growth references for more than 1000 of the Korean population aged up to 18 years. This might help to provide guidelines for diagnosis and treatment (including timing, amount, and direction) for cranial reconstruction in pediatric patients with craniosynostosis.
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Affiliation(s)
- Sungmi Jeon
- Department of Plastic and Reconstructive Surgery, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Republic of Korea; Division of Pediatric Plastic Surgery, Seoul National University Children's Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jee Hyeok Chung
- Division of Pediatric Plastic Surgery, Seoul National University Children's Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seung-Hak Baek
- Department of Orthodontics, School of Dentistry, Seoul National University, Seoul, Republic of Korea
| | - Il Hyung Yang
- Department of Orthodontics, School of Dentistry, Seoul National University, Seoul, Republic of Korea
| | - Kang Young Choi
- Department of Plastic and Reconstructive Surgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Hyung Joon Seo
- Department of Plastic and Reconstructive Surgery, Pusan National University Hospital, Pusan, Republic of Korea
| | - Jin Yong Shin
- Department of Plastic and Reconstructive Surgery, Jeonbuk National University Hospital, Jeonju-si, Republic of Korea
| | - Byung Jun Kim
- Division of Pediatric Plastic Surgery, Seoul National University Children's Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
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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.
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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
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12
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Hashimoto H, Takemoto O, Chiba Y. Growth patterns and ratios of posterior cranial fossa structures in the Japanese pediatric population: a study utilizing CT scans. Neuroradiology 2023; 65:1835-1844. [PMID: 37798333 DOI: 10.1007/s00234-023-03229-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 09/26/2023] [Indexed: 10/07/2023]
Abstract
PURPOSE The changes in the proportion of posterior cranial fossa structures during pediatric development remain unclear. This retrospective study aimed to investigate the growth patterns and ratios of these structures using CT scans. METHODS Head CT scans of pediatric patients with minor head trauma from Osaka Women's and Children's Hospital between March 2006 and May 2023 were analyzed. The study segmented the intracranial volume (ICV), posterior cranial fossa volume (PCFV), cerebellum volume (CBMV), and brainstem volume (BSV). Correlation coefficients were calculated among the parameters. Patients aged 0 to 10 years were divided into 15 age-related clusters, and mean and standard deviation values were measured. Growth curves were created by plotting mean values sequentially. Ratios such as PCFV/ICV and (CBMV + BSV)/PCFV were examined. Statistical analyses, including unpaired t tests and logarithmic curve fitting, were performed. RESULTS A total of 234 CT scans (97 from females, 115 from infants under 1 year of age) were analyzed. Positive correlations were observed among the parameters, with the strongest between PCFV and CBMV. The growth curves for ICV, PCFV, CBMV, and BSV exhibited a two-phase process, with rapid growth until approximately 4 years of age, followed by stabilization. The ratios PCFV/ICV and (CBMV + BSV)/PCFV showed increasing trends from birth onwards, stabilizing by 4 and 1 years of age, respectively. CONCLUSION This study provides insights into the growth patterns and ratios of posterior cranial fossa structures in the pediatric population. The findings demonstrate a two-phase growth process and increasing trends in the examined ratios.
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Affiliation(s)
- Hiroaki Hashimoto
- Department of Neurosurgery, Osaka Women's and Children's Hospital, Osaka, Izumi, 594-1101, Japan.
- Department of Neurological Diagnosis and Restoration, Graduate School of Medicine, Osaka University, Osaka, Suita, 565-0871, Japan.
| | - Osamu Takemoto
- Department of Neurosurgery, Osaka Women's and Children's Hospital, Osaka, Izumi, 594-1101, Japan
| | - Yasuyoshi Chiba
- Department of Neurosurgery, Osaka Women's and Children's Hospital, Osaka, Izumi, 594-1101, Japan
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13
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Guo B, Wang C, Zhu Y, Liu Z, Long H, Ruan Z, Lin Z, Fan Z, Li Y, Zhao S. Causal associations of brain structure with bone mineral density: a large-scale genetic correlation study. Bone Res 2023; 11:37. [PMID: 37474577 PMCID: PMC10359275 DOI: 10.1038/s41413-023-00270-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Revised: 04/13/2023] [Accepted: 05/22/2023] [Indexed: 07/22/2023] Open
Abstract
In this study, we aimed to investigate the causal associations of brain structure with bone mineral density (BMD). Based on the genome-wide association study (GWAS) summary statistics of 1 325 brain imaging-derived phenotypes (BIDPs) of brain structure from the UK Biobank and GWAS summary datasets of 5 BMD locations, including the total body, femoral neck, lumbar spine, forearm, and heel from the GEFOS Consortium, linkage disequilibrium score regression (LDSC) was conducted to determine the genetic correlations, and Mendelian randomization (MR) was then performed to explore the causal relationship between the BIDPs and BMD. Several sensitivity analyses were performed to verify the strength and stability of the present MR outcomes. To increase confidence in our findings, we also performed confirmatory MR between BIDPs and osteoporosis. LDSC revealed that 1.93% of BIDPs, with a false discovery rate (FDR) < 0.01, were genetically correlated with BMD. Additionally, we observed that 1.31% of BIDPs exhibited a significant causal relationship with BMD (FDR < 0.01) through MR. Both the LDSC and MR results demonstrated that the BIDPs "Volume of normalized brain," "Volume of gray matter in Left Inferior Frontal Gyrus, pars opercularis," "Volume of Estimated Total Intra Cranial" and "Volume-ratio of brain segmentation/estimated total intracranial" had strong associations with BMD. Interestingly, our results showed that more left BIDPs were causally associated with BMD, especially within and around the left frontal region. In conclusion, a part of the brain structure causally influences BMD, which may provide important perspectives for the prevention of osteoporosis and offer valuable insights for further research on the brain-bone axis.
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Affiliation(s)
- Bin Guo
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Chao Wang
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Yong Zhu
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Zhi Liu
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Haitao Long
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Zhe Ruan
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Zhangyuan Lin
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Zhihua Fan
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha, China
| | - Yusheng Li
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.
| | - Shushan Zhao
- Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.
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14
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Boroojeni PE, Chen Y, Commean PK, Eldeniz C, Skolnick GB, Merrill C, Patel KB, An H. Deep-learning synthesized pseudo-CT for MR high-resolution pediatric cranial bone imaging (MR-HiPCB). Magn Reson Med 2022; 88:2285-2297. [PMID: 35713359 PMCID: PMC9420780 DOI: 10.1002/mrm.29356] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 05/06/2022] [Accepted: 05/23/2022] [Indexed: 11/12/2022]
Abstract
PURPOSE CT is routinely used to detect cranial abnormalities in pediatric patients with head trauma or craniosynostosis. This study aimed to develop a deep learning method to synthesize pseudo-CT (pCT) images for MR high-resolution pediatric cranial bone imaging to eliminating ionizing radiation from CT. METHODS 3D golden-angle stack-of-stars MRI were obtained from 44 pediatric participants. Two patch-based residual UNets were trained using paired MR and CT patches randomly selected from the whole head (NetWH) or in the vicinity of bone, fractures/sutures, or air (NetBA) to synthesize pCT. A third residual UNet was trained to generate a binary brain mask using only MRI. The pCT images from NetWH (pCTNetWH ) in the brain area and NetBA (pCTNetBA ) in the nonbrain area were combined to generate pCTCom . A manual processing method using inverted MR images was also employed for comparison. RESULTS pCTCom (68.01 ± 14.83 HU) had significantly smaller mean absolute errors (MAEs) than pCTNetWH (82.58 ± 16.98 HU, P < 0.0001) and pCTNetBA (91.32 ± 17.2 HU, P < 0.0001) in the whole head. Within cranial bone, the MAE of pCTCom (227.92 ± 46.88 HU) was significantly lower than pCTNetWH (287.85 ± 59.46 HU, P < 0.0001) but similar to pCTNetBA (230.20 ± 46.17 HU). Dice similarity coefficient of the segmented bone was significantly higher in pCTCom (0.90 ± 0.02) than in pCTNetWH (0.86 ± 0.04, P < 0.0001), pCTNetBA (0.88 ± 0.03, P < 0.0001), and inverted MR (0.71 ± 0.09, P < 0.0001). Dice similarity coefficient from pCTCom demonstrated significantly reduced age dependence than inverted MRI. Furthermore, pCTCom provided excellent suture and fracture visibility comparable to CT. CONCLUSION MR high-resolution pediatric cranial bone imaging may facilitate the clinical translation of a radiation-free MR cranial bone imaging method for pediatric patients.
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Affiliation(s)
- Parna Eshraghi Boroojeni
- Dept. of Biomedical Engineering, Washington University in
St. Louis, St. Louis, Missouri 63110, USA
| | - Yasheng Chen
- Dept. of Neurology, Washington University in St. Louis, St.
Louis, Missouri 63110, USA
| | - Paul K. Commean
- Mallinckrodt Institute of Radiology, Washington University
in St. Louis, St. Louis, Missouri 63110, USA
| | - Cihat Eldeniz
- Mallinckrodt Institute of Radiology, Washington University
in St. Louis, St. Louis, Missouri 63110, USA
| | - Gary B. Skolnick
- Division of Plastic and Reconstructive Surgery, Washington
University in St. Louis, St. Louis, Missouri 63110, USA
| | - Corinne Merrill
- Division of Plastic and Reconstructive Surgery, Washington
University in St. Louis, St. Louis, Missouri 63110, USA
| | - Kamlesh B. Patel
- Division of Plastic and Reconstructive Surgery, Washington
University in St. Louis, St. Louis, Missouri 63110, USA
| | - Hongyu An
- Dept. of Biomedical Engineering, Washington University in
St. Louis, St. Louis, Missouri 63110, USA
- Dept. of Neurology, Washington University in St. Louis, St.
Louis, Missouri 63110, USA
- Mallinckrodt Institute of Radiology, Washington University
in St. Louis, St. Louis, Missouri 63110, USA
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15
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Miyabayashi H, Nagano N, Hashimoto S, Saito K, Kato R, Noto T, Sasano M, Sumi K, Yoshino A, Morioka I. Evaluating Cranial Growth in Japanese Infants Using a Three-dimensional Scanner: Relationship between Growth-related Parameters and Deformational Plagiocephaly. Neurol Med Chir (Tokyo) 2022; 62:521-529. [PMID: 36184476 DOI: 10.2176/jns-nmc.2022-0105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In this study, we aimed to evaluate the longitudinal changes in the cranial shape of healthy Japanese infants using a three-dimensional scanner and construct a normal values database for the growth process. Preterm infants (gestational age < 37 weeks), infants with neonatal asphyxia (5-minute Apgar score of <7), and patients who started helmet therapy for deformational plagiocephaly were excluded from this study. The first scan was performed at approximately 1 month of age, followed by two scans conducted at 3 and 6 months of age. The parameters considered were as follows: cranial length, width, height, circumference, volume, cranial vault asymmetry index, and cephalic index. A cranial vault asymmetry index >5% was defined as deformational plagiocephaly. Changes in each parameter were examined using repeated-measures analysis of variance classified by sex and deformational plagiocephaly status. The rate of increase in each parameter was also examined. In total, 88 infants (45 boys and 43 girls) were included in this study. All growth-related parameters were noted to increase linearly with time. Sex differences were observed in all parameters except cranial length. Deformational plagiocephaly was found to have no effect on growth-related parameters. Cranial volume increased by 60% from 1 to 6 months of age. The growth almost uniformly influenced the rate of increase in volume in each coordinate axis direction. Overall, the mean trends in three-dimensional parameters in infants up to 6 months of age were obtained using a three-dimensional scanner. These trends could be used as a guide by medical professionals involved in cranioplasty.
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Affiliation(s)
- Hiroshi Miyabayashi
- Department of Pediatrics and Child Health, Nihon University School of Medicine.,Department of Pediatrics, Kasukabe Medical Center
| | - Nobuhiko Nagano
- Department of Pediatrics and Child Health, Nihon University School of Medicine
| | | | | | - Risa Kato
- Department of Pediatrics and Child Health, Nihon University School of Medicine
| | - Takanori Noto
- Department of Pediatrics and Child Health, Nihon University School of Medicine.,Noto Children's Clinic
| | - Mari Sasano
- Department of Neurological Surgery, Nihon University School of Medicine
| | - Koichiro Sumi
- Department of Neurological Surgery, Nihon University School of Medicine
| | - Atsuo Yoshino
- Department of Neurological Surgery, Nihon University School of Medicine
| | - Ichiro Morioka
- Department of Pediatrics and Child Health, Nihon University School of Medicine
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16
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Park H, Oh S, Ra YS, Choi JW. Accelerated cranial distraction protocol for one-piece fronto-orbital distraction osteogenesis without bandeau in patients with craniosynostosis. J Craniomaxillofac Surg 2022; 50:550-554. [PMID: 35820978 DOI: 10.1016/j.jcms.2022.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 06/21/2022] [Accepted: 07/01/2022] [Indexed: 11/24/2022] Open
Abstract
This study aimed to compare the bony relapse ratios of standard and accelerated distraction protocols (ADP) in one-piece fronto-orbital distraction osteogenesis (DO). Patients with unilateral or bilateral coronal synostoses who underwent one-piece fronto-orbital DO were included. The accelerated cranial distraction protocol included a 3-day latency period and a distraction rate of 1-2 mm/day, followed by a 4-week consolidation period. Intracranial volume was measured using computed tomography (CT) before the surgery, at the end of the consolidation period, and 1 year after the removal of distractors. The intracranial volume changes and relapse ratios were calculated. This study included 32 patients; of these, 16 were included in each of the ADP and standard protocol (SP) groups. The mean ages were 1.4 years and 1.6 years in the ADP and SP groups, respectively (p = 0.895). In the ADP and SP groups, the expanded volumes were 270.9 ± 90.3 cm3 and 284.6 ± 149.7 cm3 (p = 0.91) and the growth-corrected expanded volumes were 162.1 ± 67.5 cm3 and 177.1 ± 105.2 cm3, respectively (p = 0.867). The relapse and growth-corrected relapse ratios showed no significant differences between the two groups, suggesting similar stability between the two protocols. The relapse ratios were 7.1 ± 4.8% and 7.3 ± 5.0% (p = 0.91) and the growth-corrected relapse ratios were -3.0 ± 3.3% and -2.4 ± 2.7%, respectively (p = 0.498). Within the limitations of the study, it seems that the ADP can shorten the distraction period without compromising stability. This may contribute to resolving the disadvantages and highlighting the advantages of DO.
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Affiliation(s)
- Hojin Park
- Department of Plastic and Reconstructive Surgery, Korea University College of Medicine, Korea University Anam Hospital, Seoul, Republic of Korea
| | - Somin Oh
- Department of Plastic and Reconstructive Surgery, Ulsan University College of Medicine, Seoul Asan Medical Center, Seoul, Republic of Korea
| | - Young-Shin Ra
- Department of Neurosurgery, Ulsan University, College of Medicine, Seoul Asan Medical Center, Seoul, Republic of Korea
| | - Jong Woo Choi
- Department of Plastic and Reconstructive Surgery, Ulsan University College of Medicine, Seoul Asan Medical Center, Seoul, Republic of Korea.
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17
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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: 0.3] [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.
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18
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Bruggink R, Baan F, Brons S, Loonen TG, Kuijpers-Jagtman AM, Maal TJ, Ongkosuwito EM. A semi-automatic three-dimensional technique using a regionalized facial template enables facial growth assessment in healthy children from 1.5 to 5.0 years of age. PeerJ 2022; 10:e13281. [PMID: 35694378 PMCID: PMC9186324 DOI: 10.7717/peerj.13281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 03/24/2022] [Indexed: 01/13/2023] Open
Abstract
Objectives To develop a semi-automatic technique to evaluate normative facial growth in healthy children between the age of 1.5 and 5.0 years using three-dimensional stereophotogrammetric images. Materials and Methods Three-dimensional facial images of healthy children at 1.5, 2.0, 2.5, 3.0, 4.0 and 5.0 years of age were collected and positioned based on a reference frame. A general face template was used to extract the face and its separate regions from the full stereophotogrammetric image. Furthermore, this template was used to create a uniform distributed mesh, which could be directly compared to other meshes. Average faces were created for each age group and mean growth was determined between consecutive groups for the full face and its separate regions. Finally, the results were tested for intra- and inter-operator performance. Results The highest growth velocity was present in the first period between 1.5 and 2.0 years of age with an average of 1.50 mm (±0.54 mm) per six months. After 2.0 years, facial growth velocity declined to only a third at the age of 5.0 years. Intra- and inter-operator variability was small and not significant. Conclusions The results show that this technique can be used for objective clinical evaluation of facial growth. Example normative facial averages and the corresponding facial growth between the age 1.5 and 5.0 years are shown. Clinical Relevance This technique can be used to collect and process facial data for objective clinical evaluation of facial growth in the individual patient. Furthermore, these data can be used as normative data in future comparative studies.
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Affiliation(s)
- Robin Bruggink
- Department of Dentistry, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboudumc 3D Lab, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Frank Baan
- Department of Dentistry, Radboud University Medical Center, Nijmegen, The Netherlands
- Radboudumc 3D Lab, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Sander Brons
- Orthodontie Merwestein, Nieuwegein, The Netherlands
| | - Tom G.J. Loonen
- Radboudumc 3D Lab, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Anne Marie Kuijpers-Jagtman
- Department of Orthodontics, University Medical Center Groningen, Groningen, The Netherlands
- Faculty of Dentistry, Universitas Indonesia, Jakarta, Indonesia
- Department of Orthodontics and Dentofacial Orthopedics, University of Bern, Bern, Switzerland
| | - Thomas J.J. Maal
- Radboudumc 3D Lab, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Oral and Maxillofacial Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Edwin M. Ongkosuwito
- Department of Dentistry, Radboud University Medical Center, Nijmegen, The Netherlands
- Amalia Cleft and Craniofacial Centre, Radboud University Medical Center, Nijmegen, The Netherlands
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19
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Machine learning-based identification of craniosynostosis in newborns. MACHINE LEARNING WITH APPLICATIONS 2022. [DOI: 10.1016/j.mlwa.2022.100292] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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20
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TOMITA Y, KAMEDA, M, SENOO T, TOKUYAMA E, SUGAHARA C, YABUNO S, OKAZAKI Y, KAWAUCHI S, HOSOMOTO K, SASAKI T, YASUHARA T, DATE I. Growth Curves for Intracranial Volume and Two-dimensional Parameters for Japanese Children without Cranial Abnormality: Toward Treatment of Craniosynostosis. Neurol Med Chir (Tokyo) 2022; 62:89-96. [PMID: 34776463 PMCID: PMC8841234 DOI: 10.2176/nmc.oa.2021-0208] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 09/23/2021] [Indexed: 11/20/2022] Open
Abstract
In the management of patients with craniosynostosis, it is important to understand growth curve of the normal cranium. Although three-dimensional (3D) computed tomography (CT) images taken in thin slices are easily available nowadays, data on the growth curves of intracranial volume (ICV), cranial length, cranial width, and cranial height in the normal cranium are mainly based on older studies using radiography, and there are insufficient reports using CT images especially taken in thin slices. The purpose of this study was to establish growth curves in the normal cranium of Japanese children using thin-slice images. Cranial images of 106 subjects (57 males, 49 females; aged 0-83 months) without significant cranial abnormalities were retrospectively analyzed. Using thin-slice CT images, the ICV and two-dimensional parameters such as cranial length, cranial width, and cranial height were measured by iPlan, followed by generating growth curves and calculating cephalic index (CI). ICV calculated from thin-slice CT images was compared with that obtained by substituting two-dimensional parameters into Mackinnon formula. The ICV growth curves for males and females were similar in shape. As with the ICV, the two-dimensional parameters increased most rapidly in the first year after birth. There was no significant difference in CI between the sexes or among any age groups. ICV calculated from thin-slice 3D CT images was 60% of that obtained from Mackinnon formula. These data will enable us to compare these specific measurements in craniosynostosis patients directly with those of normal children, which will hopefully help in managing these patients.
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Affiliation(s)
- Yousuke TOMITA
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Masahiro KAMEDA,
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
- Department of Neurosurgery, Osaka Medical and Pharmaceutical University, Takatsuki, Osaka, Japan
| | - Takaya SENOO
- Department of Plastic and Reconstructive Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Eijiro TOKUYAMA
- Department of Plastic and Reconstructive Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Chiaki SUGAHARA
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Satoru YABUNO
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Yosuke OKAZAKI
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Satoshi KAWAUCHI
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Kakeru HOSOMOTO
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Tatsuya SASAKI
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Takao YASUHARA
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
| | - Isao DATE
- Department of Neurological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Okayama, Japan
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21
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Zhao X, Zhu S, Cao Y, Cheng P, Lin Y, Sun Z, Jiang W, Du Y. Abnormalities of Gray Matter Volume and Its Correlation with Clinical Symptoms in Adolescents with High-Functioning Autism Spectrum Disorder. Neuropsychiatr Dis Treat 2022; 18:717-730. [PMID: 35401002 PMCID: PMC8983641 DOI: 10.2147/ndt.s349247] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 03/04/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Previous studies have indicated abnormal gray matter volume (GMV) in individuals with autism spectrum disorder (ASD); however, there is little consistency across the findings within these studies, partly due to small sample size and great heterogeneity among participants between studies. Additionally, few studies have explored the correlation between clinical symptoms and GMV abnormalities in individuals with ASD. Here, the current study examined GMV alterations in whole brain and their correlations with clinical symptoms in a relatively large and homogeneous sample of participants with ASD matched typically developing (TD) controls. METHODS Forty-eight adolescents with high-functioning ASD and 29 group-matched TD controls underwent structural magnetic resonance images. Voxel-based morphometry was applied to investigate regional GMV alterations. The participants with ASD were examined for the severity of clinical symptoms with Autism Behavior Checklist (ABC). The relationship between GMV abnormalities and clinical symptoms was explored in ASD group using voxel-wise correlation analysis within brain regions that showed significant GMV alterations in individuals with ASD compared with TD controls. RESULTS We found increased GMV in multiple brain regions, including the inferior frontal gyrus, medial frontal gyrus, superior frontal gyrus, superior temporal gyrus, occipital pole, anterior cingulate, cerebellum anterior lobe, cerebellum posterior lobe, and midbrain, as well as decreased GMV in cerebellum posterior lobe in individuals with ASD. The correlation analysis showed the GMV in the left fusiform was negatively associated with the scores of sensory factor, and the GMV in the right cerebellum anterior lobe was positively associated with the scores of social self-help factor. CONCLUSION Our results indicated that widespread GMV abnormalities of brain regions occurred in individuals with ASD, suggesting a potential neural basis for the pathogenesis and symptomatology of ASD.
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Affiliation(s)
- Xiaoxin Zhao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Shuyi Zhu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yang Cao
- Suzhou Guangji Hospital, Suzhou, People's Republic of China
| | - Peipei Cheng
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yuxiong Lin
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Zhixin Sun
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Wenqing Jiang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yasong Du
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
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22
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MIYABAYASHI H, NAGANO N, KATO R, NOTO T, HASHIMOTO S, SAITO K, MORIOKA I. Reference Values for Cranial Morphology Based on Three-dimensional Scan Analysis in 1-month-old Healthy Infants in Japan. Neurol Med Chir (Tokyo) 2022; 62:246-253. [PMID: 35370246 PMCID: PMC9178114 DOI: 10.2176/jns-nmc.2021-0384] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Currently, molded helmet therapy is used to treat infants with deformational plagiocephaly. However, the indices of normal cranial shape remain unclear, and thus, the prevalence of deformational plagiocephaly is unknown, particularly in Japan. We investigated the reference values for cranial morphological characteristics in 1-month-old Japanese infants using a three-dimensional scanner, to determine the prevalence of deformational plagiocephaly. One hundred fifty-three healthy infants who visited three hospitals (from April 2020 to March 2021) were enrolled. Cranial shape was measured using a three-dimensional scanner and was analyzed using image analysis software. Outcome measures were cranial volume, length, width, length-width ratio, circumference, asymmetry, and vault asymmetry index; cephalic index; and anterior, posterior, and overall symmetry ratios. The cranial vault asymmetry index >3.5% or ≥10% were diagnosed as deformational or severe deformational plagiocephaly, respectively. The mean age at measurement was 35.7 days. The mean cranial volume was 559 mL; cranial length, 129 mm; cranial width, 110 mm; length-width ratio, 118%; cephalic index, 85.2%; cranial circumference, 377 mm, cranial asymmetry, 6.4 mm; cranial vault asymmetry index, 5.0%; and anterior, posterior, and overall asymmetry ratios, 93.1%, 91.3%, and 96.4%, respectively. The prevalence of deformational and severe deformational plagiocephaly was 64.7% and 6.6%, respectively. Sex-based differences were observed for cranial volume and width. The results obtained in this study can be considered standard values that can facilitate the differentiation of abnormal infant cranial morphological characteristics for Japanese medical practitioners.
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Affiliation(s)
- Hiroshi MIYABAYASHI
- Department of Pediatrics and Child Health, Nihon University School of Medicine
| | - Nobuhiko NAGANO
- Department of Pediatrics and Child Health, Nihon University School of Medicine
| | - Risa KATO
- Department of Pediatrics and Child Health, Nihon University School of Medicine
| | - Takanori NOTO
- Department of Pediatrics and Child Health, Nihon University School of Medicine
| | | | - Katsuya SAITO
- Department of Pediatrics and Child Health, Nihon University School of Medicine
| | - Ichiro MORIOKA
- Department of Pediatrics and Child Health, Nihon University School of Medicine
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Sabeti M, Boostani R, Shakoor M, Moradi E, Mohammadi H. An efficient image segmentation scheme for determination of cranial index in scaphocephalic patients. INTELLIGENCE-BASED MEDICINE 2022; 6:100074. [DOI: 10.1016/j.ibmed.2022.100074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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Arnold N, Ascherl RG, Thome UH. Charts and LMS Tables of Transfontanellar and Transvertical Ear-to-Ear Distances for Gestational Age. Front Pediatr 2022; 10:838333. [PMID: 35601432 PMCID: PMC9116685 DOI: 10.3389/fped.2022.838333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 03/30/2022] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION To date cranial development has only been described by analyzing occipitofrontal circumference (OFC). More precise methods of determining head measurements have not been widely adopted. The use of additional measurements has the potential to better account for the three-dimensional structure of the head. Our aim was to put forward centile curves of such measurements for gestational age along with a compound head volume index. METHODS We created generalized additive models for location, scale, and shape of two ear-to-ear distances (EED), transfontanellar (fEED) and transvertical (vEED), from birth anthropometric data. Same was done for OFC, crown-heel length, and birth weight to allow for comparison of our models with growth charts by Voigt et al. and Fenton and Kim. RESULTS Growth charts and tables of LMS parameters for fEED and vEED were derived from 6,610 patients admitted to our NICU and 625 healthy term newborns. With increasing gestational age EEDs increase about half as fast compared to OFC in absolute terms, their relative growths are fairly similar. DISCUSSION Differences to the charts by Fenton and Kim are minute. Tape measurements, such as fEED or vEED can be added to routine anthropometry at little extra costs. These charts may be helpful for following and evaluating head sizes and growth of preterm and term infants in three dimensions.
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Affiliation(s)
- Nancy Arnold
- Division of Neonatology, Center for Pediatric Research, University of Leipzig, Leipzig, Germany
| | - Rudolf Georg Ascherl
- Division of Neonatology, Center for Pediatric Research, University of Leipzig, Leipzig, Germany
| | - Ulrich Herbert Thome
- Division of Neonatology, Center for Pediatric Research, University of Leipzig, Leipzig, Germany
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Posterior Cranial Vault Distraction Osteogenesis Utilizing a Posterior-Superior Distraction Vector in the Treatment of Mercedes Benz Pattern Craniosynostosis. J Craniofac Surg 2021; 32:2059-2063. [PMID: 33770025 DOI: 10.1097/scs.0000000000007646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
ABSTRACT Bilateral lambdoid and sagittal synostosis, or Mercedes Benz Syndrome, is a rare complex craniosynostosis resulting in frontal bossing, a tapered posterior fossa, and an anteriorly displaced cranial vertex. Its ideal surgical correction must result in posterior expansion, skull elongation, and caudal repositioning of the vertex. We present a craniometric analysis of skull changes with posterior-superior distraction and introduce a novel craniometric measure: vertex position. In this study, a retrospective review was performed to analyze outcomes of posterior cranial vault distraction osteogenesis (PVDO) using a posterior-superior distraction vector from 2016 to 2019. Cranial vertex position was measured as a fraction of the occipitofrontal diameter from rostral to caudal (0-1.0). Four patients underwent PVDO at mean age 10.61 ± 3.16 months utilizing a posterior-superior distraction vector. Linear distraction distance averaged 30.30 ± 0.90 mm with a mean consolidation period of 3.98 ± 0.72 months. Mean corrected change in intra-cranial volume was 236.30 ± 3.71 mL, at an average rate of 7.81 ± 2.00 mL/mm of distraction. Increases in anterior cranial height (7.83 ± 2.51 mm), middle cranial height (8.43 ± 4.21 mm), posterior cranial height (13.15 ± 7.45 mm), and posterior cranial fossa height (21.99 ± 8.55 mm) were observed. Cranial vertex demonstrated a mean posterior movement of 0.18 ± 0.13. PVDO utilizing a posterior-superior distraction vector for management of nonsyndromic bilateral lambdoid and sagittal synostosis effectively increases intracranial volume and height and provides an esthetic outcome with posterior movement of the cranial vertex.
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Frič R, Langvatn EA, Due-Tønnessen BJ, Eide PK. The role of pulsatile and static intracranial pressure measurements in the management of children with craniosynostosis-an institutional experience from 49 patients. Acta Neurochir (Wien) 2021; 163:2015-2023. [PMID: 33389123 DOI: 10.1007/s00701-020-04680-4] [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: 08/26/2020] [Accepted: 12/14/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND Although measurement of intracranial pressure (ICP) has occasionally been utilized in children with craniosynostosis (CSS), data on parameters of pulsatile ICP in CSS are still lacking, and the role of pulsatile ICP measurements in the management of CSS is not well established. METHODS From our department's database, we retrieved the data from children in whom the measurement of static and pulsatile ICP was a part of the diagnostic work-up in different clinical situations related to CSS. Both clinical and ICP data were retrospectively reviewed and analyzed. RESULTS We identified 49 children with CSS, median age 4.4 years (range 0.2-18.9), in whom a total of 67 diagnostic ICP measurements were undertaken between 2002 and 2014. The CSS was syndromal in 23 cases. The rationale for ICP measurement was a question of indication for cranial vault expansion surgery (CVES) in 12 patients (Group 1), of its timing in 10 patients (Group 2), of suspected abnormally elevated ICP or hydrocephalus in 11 patients (Group 3), of indication for repeated CVES in 13 patients (Group 4), or shunt dysfunction in three patients (Group 5). The average mean ICP for the whole cohort was 15.1 ± 5.5 mmHg and mean wave amplitude (MWA) 5.3 ± 2.2 mmHg. There was no significant difference in ICP parameters when compared between Groups 1-5. Fundoscopy revealed papilledema in five out of 32 children (15.6%). There were significantly higher parameters of pulsatile ICP (MWA) in patients with papilledema, but no statistically significant difference in parameters of static ICP. CONCLUSIONS In this cohort of pediatric patients with CSS presenting with various diagnostic challenges, we found the diagnostic measurement of static and pulsatile ICP useful in selecting the optimal treatment modality and timing of surgery. Papilledema was associated with elevated pulsatile ICP, a parameter that in previous studies has been shown to correlate with impaired intracranial compliance.
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Isidro R, Cioffi I. Sex Differences in the Temporalis Tendon-Aponeurotic Complex: An in vivo MRI Macroscopic Analysis in Children and Adolescents. Cells Tissues Organs 2021; 210:24-30. [PMID: 34091450 DOI: 10.1159/000516193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 03/21/2021] [Indexed: 11/19/2022] Open
Abstract
The tendon-aponeurosis complex (TAC) of the temporalis dissipates forces produced during function. Abnormally reduced temporalis TACs have been found in individuals with chronic muscular temporomandibular disorders - a painful musculoskeletal condition that is more frequent in women than men. Whether there are sex differences in the temporalis TAC in healthy individuals is currently unknown. Here, we characterized and measured the temporalis TAC in healthy male and female young individuals between 5 and 15 years old to determine whether the volume of the temporalis TAC and the TAC-to-muscle ratio are different between males and females. We collected MRI studies from 90 healthy individuals, including equal numbers (15 M and 15 F) of young children (ages 5-7), children (9-11), and adolescents (13-15) and segmented the right temporalis and its TAC using software. Using general linear models, we tested the effect of sex, age, and their interaction on the volumes of the temporalis and its TAC, and the TAC-to-muscle ratio. The volumes of the temporalis and its TAC increased with age (both p < 0.001) and were not affected by sex (p = 0.252 and p = 0.179) or by the interaction sex-by-age (p = 0.079 and p = 0.095, respectively). The TAC-to-muscle ratio did not change significantly with age (p = 0.655) and was not affected by sex (0.438) or by the interaction sex-by-age (0.524). We provide, for the first time, volumetric data of the temporalis TAC in children and adolescents. The volumes of the temporalis TAC and the TAC-to-muscle ratio are not different between male and female individuals until the age of 15.
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Affiliation(s)
- Rachelle Isidro
- Centre for Multimodal Sensorimotor and Pain Research, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
| | - Iacopo Cioffi
- Centre for Multimodal Sensorimotor and Pain Research, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada.,Department of Dentistry, Mount Sinai Hospital, Toronto, Ontario, Canada
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A Posterior Rotational Flap Technique Using Distraction Osteogenesis for Unilateral Lambdoid Craniosynostosis. J Craniofac Surg 2021; 32:1365-1369. [PMID: 33427770 DOI: 10.1097/scs.0000000000007421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION The craniofacial asymmetry seen in unilateral lambdoid craniosynostosis may not be effectively treated by posterior cranial vault remodeling, endoscopic suturectomy, and helmet therapy, or suturectomy and distraction osteogenesis alone due to limitations in soft-tissue envelope expansion and relapse of the deformity. The authors report a series of unilateral lambdoid craniosynostosis patients treated with a posterior rotational cranial-flap technique using internal distraction osteogenesis. METHODS Posterior cranial vault reconstruction combined with internal distraction was used, aided by preoperative virtual surgical planning. An in situ posterior rotational flap osteotomy was utilized to maximize dural preservation. Primary outcome measures included age-adjusted volume change and age-adjusted percent volume change per mm distraction. Distraction characteristics and perioperative characteristics were also assessed. RESULTS A total of 5 patients were identified. Mean predistraction intracranial volume was 1087.5 cc (SD = 202.3 cc) and mean postdistraction included intracranial volume was 1266.1cc (SD = 131.8cc). Mean age-adjusted percent included intracranial volume change was 14.1% (SD = 9.6%), and mean percent intracranial volume change per mm distraction was 0.43%/mm distraction (SD = 0.37%/mm distraction). One patient developed a distractor site infection postoperatively that was treated successfully with oral antibiotics. All patients had a Whitaker score of 1 at one year follow up. CONCLUSIONS Posterior cranial vault remodeling using osteogenesis and a rotational cranial flap technique with dural preservation can be effectively used to maximize bone flap viability and limit postoperative relapse in patients with unilateral lambdoid craniosynostosis. Long term analysis as well as comparison to open techniques will need to be interrogated.
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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: 1.6] [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.
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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
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Meulstee J, de Jong G, Borstlap W, Koerts G, Maal T, Delye H. The normal evolution of the cranium in three dimensions. Int J Oral Maxillofac Surg 2020; 49:739-749. [DOI: 10.1016/j.ijom.2019.10.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 08/02/2019] [Accepted: 10/16/2019] [Indexed: 11/16/2022]
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Frassanito P, Bianchi F, Pennisi G, Massimi L, Tamburrini G, Caldarelli M. The growth of the neurocranium: literature review and implications in cranial repair. Childs Nerv Syst 2019; 35:1459-1465. [PMID: 31089851 DOI: 10.1007/s00381-019-04193-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Accepted: 05/01/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Postnatal growth of neurocranium is prevalently completed in the first years of life, thus deeply affecting the clinical presentation and surgical management of pediatric neurosurgical conditions involving the skull. This paper aims to review the pertinent literature on the normal growth of neurocranium and critically discuss the surgical implications of this factor in cranial repair. METHODS A search of the electronic database of Pubmed was performed, using the key word "neurocranium growth", thus obtaining 217 results. Forty-six papers dealing with this topic in humans, limited to the English language, were selected. After excluding a few papers dealing with viscerocranium growth or pathological conditions not related to normal neurocranium growth 18 papers were finally included into the present review. RESULTS AND CONCLUSIONS The skull growth is very rapid in the first 2 years of life and approximates the adult volume by 7 years of age, with minimal further growth later on, which is warranted by the remodeling of the cranial bones. This factor affects the outcome of cranioplasty. Thus, it is essential to consider age in the planning phase of cranial repair, choice of the material, and critical comparison of results of different cranioplasty solutions.
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Affiliation(s)
- Paolo Frassanito
- Pediatric Neurosurgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo Agostino Gemelli, 8, 00168, Rome, Italy.
| | - Federico Bianchi
- Pediatric Neurosurgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo Agostino Gemelli, 8, 00168, Rome, Italy
| | - Giovanni Pennisi
- Pediatric Neurosurgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Luca Massimi
- Pediatric Neurosurgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Gianpiero Tamburrini
- Pediatric Neurosurgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Massimo Caldarelli
- Pediatric Neurosurgery, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
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Evaluation of Endoscopic Strip Craniectomy and Orthotic Therapy for Bilateral Coronal Craniosynostosis. J Craniofac Surg 2019; 30:453-457. [PMID: 30640858 DOI: 10.1097/scs.0000000000005118] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Bilateral coronal craniosynostosis is the premature fusion of both coronal sutures. Traditionally, this condition is treated by frontal-orbital advancement (FOA). Endoscopic strip craniectomy with cranial orthotic therapy, which has gained popularity in treating single suture craniosynostosis, has recently been adapted for the treatment of bicoronal synostosis. There have been few studies documenting the outcomes of this treatment. The objective of this study is to compare the morphological outcomes of endoscopic strip craniectomy and FOA in patients with bicoronal synostosis. METHODS A retrospective case series was done on 24 patients with bilateral coronal synostosis treated with endoscopic strip craniectomy or FOA at 2 institutions. Patients with preoperative and 1-year postoperative computed tomography scans were included. Multiple measures of cranial shape and size were assessed: cephalic index, turricephaly index, basofrontal angle, circumference Z-score, and cranial vault volume Z-score. RESULTS The 2 groups were similar statistically in terms of morphology at preoperative scan. There were no statistical differences between the FOA group and endoscopic group at postoperative scan in any of the morphologic outcomes measured. Cranial vault volume Z-scores increased postoperatively in both the endoscopic (P < 0.001) and FOA (P = 0.034) groups. CONCLUSIONS One year after repair there were no significant morphological difference between patients with bicoronal synostosis treated with the endoscopic approach and those treated by FOA.
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Can Head Circumference Be Used as a Proxy for Intracranial Volume in Patients With Craniosynostosis? Ann Plast Surg 2019; 82:S295-S300. [DOI: 10.1097/sap.0000000000001803] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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A Study to Evaluate Change in Ventricular Volume Obtained by Cranial Distraction for Craniosynostosis. Ann Plast Surg 2019; 82:S301-S305. [DOI: 10.1097/sap.0000000000001802] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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Vannucci RC, Vannucci SJ. Brain growth in modern humans using multiple developmental databases. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2018; 168:247-261. [DOI: 10.1002/ajpa.23712] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 08/12/2018] [Accepted: 08/29/2018] [Indexed: 11/11/2022]
Affiliation(s)
- Robert C. Vannucci
- Department of AnthropologyFlorida Atlantic University Boca Raton Florida
| | - Susan J. Vannucci
- Department of PediatricsWeill Cornell Medical College New York New York
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Intracranial Volume and Head Circumference in Children with Unoperated Syndromic Craniosynostosis. Plast Reconstr Surg 2018; 142:708e-717e. [DOI: 10.1097/prs.0000000000004843] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Abstract
BACKGROUND Posterior vault distraction osteogenesis (PVDO) is believed to improve frontal contour in infants with syndromic craniosynostosis and turribrachycephaly. This study provides an objective craniometric analysis to determine how PVDO affects anterior cranial morphology. METHODS A retrospective chart review of patients who underwent PVDO was performed. Inclusion criteria included pre- and postoperative computed tomography (CT) scans within 3 months before surgery and another 1 to 6 months after device removal. Volumetric and craniometric data were derived using Mimics software and compared using paired t-test and Wilcoxon rank-sum test. RESULTS About 65 patients underwent PVDO, and 13 patients met inclusion criteria. Mean age at intervention was 3.4 ± 4.2 years. Total cranial volume increased 249 ± 159 cm in all patients (P = 0.0001) and 380 ± 128 cm in patients younger than 1 year of age (n = 6, P =0 .0008). Supraorbital retrusion decreased from 5.44 ± 3.89 to 4.54 ± 3.91 mm postoperatively (P = 0.0004), decreasing significantly in patients without previous frontal surgery and not in those with previous frontal surgery (P = 0.2115; comparison P = 0.0047). Basofrontal angle decreased by 2.92 ± 2.16 degrees (P = 0.0004) with a greater decrease of 3.33±2.68 degrees in those younger than 12 months (P = 0.0289) and 2.58±1.74 degrees in those older (P = 0.0079). No change was found in anterior cranial height and anterofrontal angle (P > 0.05). CONCLUSION PVDO improves frontal contour by decreasing supraorbital retrusion and reducing frontal bossing in syndromic craniosynostosis patients with turribrachycephaly. When combined with its demonstrated efficacy for cranial expansion, these frontal changes likely reinforce PVDO's ability to influence the timing of, and to a degree, the need for frontal surgery in this group.
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A Novel Method for Quantifying Intracranial Volume Change by Distraction Osteogenesis for Craniosynostosis. Ann Plast Surg 2018; 80:S251-S256. [DOI: 10.1097/sap.0000000000001381] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Martini M, Klausing A, Lüchters G, Heim N, Messing-Jünger M. Head circumference - a useful single parameter for skull volume development in cranial growth analysis? Head Face Med 2018; 14:3. [PMID: 29321071 PMCID: PMC5764008 DOI: 10.1186/s13005-017-0159-8] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Accepted: 12/22/2017] [Indexed: 02/05/2023] Open
Abstract
Background The measurement of maximal head circumference is a standard procedure in the examination of childrens’ cranial growth and brain development. The objective of the study was to evaluate the validity of maximal head circumference to cranial volume in the first year of life using a new method which includes ear-to-ear over the head distance and maximal cranial length measurement. Methods 3D surface scans for cranial volume assessment were conducted in this method comparison study of 44 healthy Caucasian children (29 male, 15 female) at the ages of 4 and 12 months. Results Cranial volume increased from measurements made at 4 months to 12 months of age by an average of 1174 ± 106 to 1579 ± 79 ml. Maximal cranial circumference increased from 43.4 ± 9 cm to 46.9 ± 7 cm and the ear-to ear measurement increased from 26.3 ± 21 cm to 31.6 ± 18 cm at the same time points. There was a monotone association between maximal head circumference (HC) and increase in volume, yet a backwards inference from maximal circumference to the volume had a predictive value of only 78% (adjusted R2). Including the additional measurement of distance from ear to ear strengthened the ability of the model to predict the true value attained to 90%. The addition of the parameter skull length appeared to be negligible. Conclusion The results demonstrate that for a distinct improvement in the evaluation of a physiological cranial volume development, the additional measurement of the ear-to ear distance using a measuring tape is expedient, and, especially for cases with pathological skull changes, such as craniosynostosis, ought to be conducted.
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Affiliation(s)
- Markus Martini
- Department of Maxillofacial and Plastic Surgery, University of Bonn, Sigmund-Freud Str. 25, 53127, Bonn, Germany. .,Department of Oral, Maxillofacial and Plastic Surgery, University of Bonn, Welschnonnenstraße 17, D - 53111, Bonn, Germany.
| | - Anne Klausing
- Department of Maxillofacial and Plastic Surgery, University of Bonn, Sigmund-Freud Str. 25, 53127, Bonn, Germany
| | - Guido Lüchters
- Center for Development Research (ZEF), University of Bonn, Walter-Flex-Str. 3, 53113, Bonn, Germany
| | - Nils Heim
- Department of Maxillofacial and Plastic Surgery, University of Bonn, Sigmund-Freud Str. 25, 53127, Bonn, Germany
| | - Martina Messing-Jünger
- Department of Neurosurgery, Asklepios Children's Hospital, Arnold-Janssen-Str. 29, 53757, Sankt Augustin, Germany
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Intracranial Volume Measurement: A Systematic Review and Comparison of Different Techniques. J Craniofac Surg 2017; 28:1746-1751. [DOI: 10.1097/scs.0000000000003929] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Kamochi H, Sunaga A, Chi D, Asahi R, Nakagawa S, Mori M, Uda H, Sarukawa S, Sugawara Y, Yoshimura K. Growth curves for intracranial volume in normal Asian children fortify management of craniosynostosis. J Craniomaxillofac Surg 2017; 45:1842-1845. [PMID: 28974353 DOI: 10.1016/j.jcms.2017.08.026] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 06/08/2017] [Accepted: 08/24/2017] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Although the charting of normal intracranial volume (ICV) is fundamental for managing craniosynostosis, Asian norms in this regard are unknown. The purpose of this study was to establish a growth curve for ICVs in a large series of normal Asian children, providing reference values to guide corrective surgery. METHODS A total of 124 normal children (male, 63; female, 61) and 41 children diagnosed with craniosynostoses were analyzed. Patients aged 0-8 years presenting to the emergency room and subjected to computed tomography (CT) for head trauma served as the reference cohort. Axial CT head scan data were obtained from radiographic archives at Jichi Medical University. Imaging was done on a Siemens CT scanner (5-mm slice thickness), using a DICOM viewer to measure ICVs. RESULTS ICVs were plotted against age, and best-fit logarithmic curves for normal subjects were generated, without and with gender stratification. Male and female growth curves were similar in shape but diverged past the age of 1 year (male > female). ICVs of patients with craniosynostoses were plotted to male and female growth curves by disease subset, revealing the following: sagittal synostosis, near normal (or marginally larger); metopic synostosis, below normal; other non-syndromic synostoses (unilateral, bilateral, and lambdoidal) and Crouzon syndrome, near normal; Apert syndrome, above normal; and Pfeiffer syndrome, variable. CONCLUSION ICVs of early childhood were investigated in Asian subjects, creating growth curves that set criteria for timing, planning and goalsetting in surgical correction of craniosynostosis.
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Affiliation(s)
- Hideaki Kamochi
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan.
| | - Ataru Sunaga
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Daekwan Chi
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Rintaro Asahi
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Shiho Nakagawa
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Masanori Mori
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Hirokazu Uda
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Shunji Sarukawa
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Yasushi Sugawara
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Kotaro Yoshimura
- Department of Plastic Surgery (Head: Prof. K. Yoshimura), Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan.
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Captier G, Galeron A, Subsol G, Solinhac M, Roujeau T, Leboucq N, Herlin C. Cerebrospinal fluid volume does not have etiological role in the incidence of positional skull deformities. J Craniomaxillofac Surg 2017; 45:1387-1393. [PMID: 28687466 DOI: 10.1016/j.jcms.2017.06.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 05/21/2017] [Accepted: 06/06/2017] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Positional skull deformities (PSD) are becoming a daily health concern for craniofacial surgeons. Several reports have indicated that cerebrospinal fluid (CSF) space increases on computed tomography (CT) scans of infants suffering from PSD, suggesting a potential causal link. Here, we describe a semi-automatic method to estimate total brain and CSF volumes quantitatively. We tested the potential correlation between total CSF volume and the occurrence of PSD. METHODS A single-center retrospective study was carried out using 79 CT scans of PSD and 60 CT scans of control subjects. The endocranium was segmented automatically using a three-dimensional deformable surface model, and the brain was segmented using a semi-automatic threshold-based method. Total CSF volume was estimated based on the difference between endocranial and brain volumes. RESULTS Automatic segmentation of the endocranium was possible in 75 CT scans. Semi-automatic brain and CSF volume evaluations were performed in 40 CT scans of infants with PSD (18 = occipital plagiocephaly, 11 = fronto-occipital plagiocephaly, and 11 = posterior brachycephaly) and in six control CT scans. Endocranial and total CSF volumes were not significantly different between patients with PSD and controls. The occipital plagiocephaly group had an enlarged brain volume compared with that in patients in the other groups. CONCLUSIONS Total CSF volume did not change in infants with PSD, and the results do not support a role for volume changes in CSF in the etiology of PSD. Macrocephaly in patients with occipital plagiocephaly may be a specific etiological factor compared with that in other PSDs.
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Affiliation(s)
- Guillaume Captier
- Department of Plastic and Craniofacial Pediatric Surgery (Head: Guillaume Captier), Lapeyronie University Hospital, Avenue Du Doyen Gaston Giraud, Montpellier, France; EA2415, Epidemiologic Biostastic and Clinical Research Laboratory, University of Montpellier, France.
| | - Adrien Galeron
- Department of Plastic and Craniofacial Pediatric Surgery (Head: Guillaume Captier), Lapeyronie University Hospital, Avenue Du Doyen Gaston Giraud, Montpellier, France; Research-Team ICAR, LIRMM CNRS, University of Montpellier, France
| | - Gérard Subsol
- Research-Team ICAR, LIRMM CNRS, University of Montpellier, France
| | - Melissa Solinhac
- Department of Plastic and Craniofacial Pediatric Surgery (Head: Guillaume Captier), Lapeyronie University Hospital, Avenue Du Doyen Gaston Giraud, Montpellier, France; Research-Team ICAR, LIRMM CNRS, University of Montpellier, France
| | - Thomas Roujeau
- Department of Pediatric Neurosurgery, Guy de Chauliac University Hospital, Avenue Augustin Fliche, Montpellier, France
| | - Nicolas Leboucq
- Department of Neuroradiology, Guy de Chauliac University Hospital, Avenue Augustin Fliche, Montpellier, France
| | - Christian Herlin
- Department of Plastic and Craniofacial Pediatric Surgery (Head: Guillaume Captier), Lapeyronie University Hospital, Avenue Du Doyen Gaston Giraud, Montpellier, France; Research-Team ICAR, LIRMM CNRS, University of Montpellier, France
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Beaumont CA, Knoops PG, Borghi A, Jeelani NO, Koudstaal MJ, Schievano S, Dunaway DJ, Rodriguez-Florez N. Three-dimensional surface scanners compared with standard anthropometric measurements for head shape. J Craniomaxillofac Surg 2017; 45:921-927. [DOI: 10.1016/j.jcms.2017.03.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Revised: 02/18/2017] [Accepted: 03/15/2017] [Indexed: 10/19/2022] Open
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Riddle K, Cascio CJ, Woodward ND. Brain structure in autism: a voxel-based morphometry analysis of the Autism Brain Imaging Database Exchange (ABIDE). Brain Imaging Behav 2017; 11:541-551. [PMID: 26941174 PMCID: PMC5010794 DOI: 10.1007/s11682-016-9534-5] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Increased brain volume is a consistent finding in young children with autism spectrum disorders (ASD); however, the regional specificity and developmental course of abnormal brain structure are less clear. Small sample sizes, particularly among voxel-based morphometry (VBM) investigations, likely contribute to this difficulty. Recently established large-scale neuroimaging data repositories have helped clarify the neuroanatomy of neuropsychiatric disorders such as schizophrenia and may prove useful in ASD. Structural brain images from the Autism Brain Imaging Database Exchange (ABIDE), which contains over 1100 participants, were analyzing using DARTEL VBM to investigate total brain and tissue volumes, and regional brain structure abnormalities in ASD. Two, overlapping cohorts were analyzed; an 'All Subjects' cohort (n = 833) that included all individuals with usable MRI data, and a 'Matched Samples' cohort (n = 600) comprised of ASD and TD individuals matched, within each site, on age and sex. Total brain and grey matter volumes were enlarged by approximately 1-2 % in ASD; however, the effect reached statistical significance in only the All Subjects cohort. Within the All Subjects cohort, VBM analysis revealed enlargement of the left anterior superior temporal gyrus in ASD. No significant regional changes were detected in the Matched Samples cohort. There was a non-significant reduction in the correlation between IQ and TBV in ASD compared to TD. Brain structure abnormalities in ASD individuals age 6 and older consists of a subtle increase in total brain volume due to enlargement of grey matter with little evidence of regionally specific effects.
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Affiliation(s)
- Kaitlin Riddle
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Carissa J Cascio
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Neil D Woodward
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, TN, USA.
- Center for Cognitive Medicine & Psychotic Disorders Program, Vanderbilt Psychiatric Hospital, Suite 3057, 1601 23rd Ave. S., Nashville, TN, 37212, USA.
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Comparison Between Two Different Isolated Craniosynostosis Techniques: Does It Affect Cranial Bone Growth? J Craniofac Surg 2016; 27:e454-7. [PMID: 27315320 DOI: 10.1097/scs.0000000000002769] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Craniosynostosis is a premature closure of a cranial suture. Cranioplasty is indicated to correct skull deformity, relieve increased intracranial pressure, and promote homogenous cranial growth. Different techniques have been adopted to achieve optimal outcomes. Although surgical benefits are widely accepted, this intervention might also affect cranial skeletal growth. METHODS The authors conducted a retrospective case-control study including patients operated for isolated metopic or sagittal synostosis. These patients had undergone a computed tomography (CT) scan before surgery and/or at 3 years of age postoperatively. These were operated between 2002 and 2012. Intracranial volume was measured using a MATLAB application. The control group was age and sex-matched individuals who had CT scans for trauma or neurological indications. All results with P value <0.05 were considered statistically significant. RESULTS A total of 185 patients were included in the study with a preoperative CT scan (143 sagittal synostosis and 42 metopic synostosis). Postoperatively 160 patients were identified including 103 sagittal synostosis and 57 metopic synostosis. These patients were compared to 414 controls. There was a statistically significant reduction in intracranial volume (ICV) in patients operated for metopic synostosis with both techniques. It also demonstrated a statistically significant difference in ICV in patients with sagittal synostosis operated with Pi-plasty and a nonsignificant difference in ICV in patients operated with strip craniotomy and springs. CONCLUSION In conclusion, these measurements of ICV have revealed that extensive cranioplasties for premature craniosynostosis can lead to minor but significant growth restriction and reduced ICV at long-term follow-up.
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Comparison of Intracranial Volume and Cephalic Index After Correction of Sagittal Synostosis With Spring-assisted Surgery or Pi-plasty. J Craniofac Surg 2016; 27:410-3. [DOI: 10.1097/scs.0000000000002519] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Seeberger R, Hoffmann J, Freudlsperger C, Berger M, Bodem J, Horn D, Engel M. Intracranial volume (ICV) in isolated sagittal craniosynostosis measured by 3D photocephalometry: A new perspective on a controversial issue. J Craniomaxillofac Surg 2016; 44:626-31. [PMID: 27017102 DOI: 10.1016/j.jcms.2016.01.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Revised: 12/18/2015] [Accepted: 01/27/2016] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND There are still controversies regarding the intracranial volumes in patients with isolated sagittal craniosynostosis compared to a healthy population. This study aimed to compare the intracranial volume of children with sagittal synostosis and scaphocephaly to an age- and gender-matched control cohort using three-dimensional (3D) photogrammetry. METHODS 62 boys and nine girls with sagittal craniosynostosis were included in this study. The intracranial volume was measured at the first clinical presentation. However, 3D photogrammetry was performed at children not younger than 3 months. The 3D photogrammetric data of 547 healthy boys and 287 healthy girls between the ages of 3-10 month was analyzed to establish an age- and gender-matched control group. RESULTS Male patients with sagittal synostosis showed a significantly reduced intracranial volume compared to the reference group. For female patients, the intracranial volume was slightly lower compared to the norm group, but not significantly. CONCLUSIONS Male children with sagittal synostosis showed significantly decreased intracranial volume between the age of 3 and 10 months compared to an age- and gender-matched control group. Female patients in the same age group presented a lower intracranial volume compared to the norm group. Measuring intracranial volume using 3D photogrammetry is a comparable and valuable alternative to CT scans that leads to a significant reduction of radiation exposure to the growing brain.
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Affiliation(s)
- R Seeberger
- Department of Oral and Cranio-Maxillofacial Surgery, University of Heidelberg, Germany
| | - J Hoffmann
- Department of Oral and Cranio-Maxillofacial Surgery, University of Heidelberg, Germany
| | - C Freudlsperger
- Department of Oral and Cranio-Maxillofacial Surgery, University of Heidelberg, Germany
| | - M Berger
- Department of Oral and Cranio-Maxillofacial Surgery, University of Heidelberg, Germany
| | - J Bodem
- Department of Oral and Cranio-Maxillofacial Surgery, University of Heidelberg, Germany
| | - D Horn
- Department of Oral and Cranio-Maxillofacial Surgery, University of Heidelberg, Germany
| | - M Engel
- Department of Oral and Cranio-Maxillofacial Surgery, University of Heidelberg, Germany.
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Woodward ND, Heckers S. Brain Structure in Neuropsychologically Defined Subgroups of Schizophrenia and Psychotic Bipolar Disorder. Schizophr Bull 2015; 41:1349-59. [PMID: 25904725 PMCID: PMC4601708 DOI: 10.1093/schbul/sbv048] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND Neuropsychological impairment is heterogeneous in psychosis. The association of intracranial volume (ICV) and total brain volume (TBV) with cognition suggests brain structure abnormalities in psychosis will covary with the severity of cognitive impairment. We tested the following hypotheses: (1) brain structure abnormalities will be more extensive in neuropsychologically impaired psychosis patients; (2) psychosis patients with premorbid cognitive limitations will show evidence of hypoplasia (ie, smaller ICV); and (3) psychosis patients with evidence of cognitive decline will demonstrate atrophy (ie, smaller TBV, but normal ICV). METHODS One hundred thirty-one individuals with psychosis and 97 healthy subjects underwent structural magnetic resonance imaging and neuropsychological testing. Patients were divided into neuropsychologically normal and impaired groups. Impaired patients were further subdivided into deteriorated and compromised groups if estimated premorbid intellect was average or below average, respectively. ICV and TBV were compared across groups. Localized brain volumes were qualitatively examined using voxel-based morphometry. RESULTS Compared to healthy subjects, neuropsychologically impaired patients exhibited smaller TBV, reduced grey matter volume in frontal, temporal, and subcortical brain regions, and widespread white matter volume loss. Neuropsychologically compromised patients had smaller ICV relative to healthy subjects, and neuropsychologically normal and deteriorated patient groups, but relatively normal TBV. Deteriorated patients exhibited smaller TBV compared to healthy subjects, but relatively normal ICV. Unexpectedly, TBV, adjusted for ICV, was reduced in neuropsychologically normal patients. CONCLUSIONS Patients with long-standing cognitive limitations exhibit evidence of early cerebral hypoplasia, whereas neuropsychologically normal and deteriorated patients show evidence of brain tissue loss consistent with progression or later cerebral dysmaturation.
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Affiliation(s)
- Neil D. Woodward
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, TN,*To whom correspondence should be addressed; Department of Psychiatry, Vanderbilt University School of Medicine, 1601 23rd Avenue South, Suite 3057, Nashville, TN 37212, US; tel: 615-322-8361, fax: 615-936-3563, e-mail:
| | - Stephan Heckers
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, TN
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Fabijańska A, Węgliński T. The quantitative assessment of the pre- and postoperative craniosynostosis using the methods of image analysis. Comput Med Imaging Graph 2015; 46 Pt 2:153-68. [PMID: 26143078 DOI: 10.1016/j.compmedimag.2015.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2014] [Revised: 03/20/2015] [Accepted: 05/14/2015] [Indexed: 11/18/2022]
Abstract
This paper considers the problem of the CT based quantitative assessment of the craniosynostosis before and after the surgery. First, fast and efficient brain segmentation approach is proposed. The algorithm is robust to discontinuity of skull. As a result it can be applied both in pre- and post-operative cases. Additionally, image processing and analysis algorithms are proposed for describing the disease based on CT scans. The proposed algorithms automate determination of the standard linear indices used for assessment of the craniosynostosis (i.e. cephalic index CI and head circumference HC) and allow for planar and volumetric analysis which so far have not been reported. Results of applying the introduced methods to sample craniosynostotic cases before and after the surgery are presented and discussed. The results show that the proposed brain segmentation algorithm is characterized by high accuracy when applied both in the pre- and postoperative craniosynostosis, while the introduced planar and volumetric indices for the disease description may be helpful to distinguish between the types of the disease.
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Affiliation(s)
- Anna Fabijańska
- Lodz University of Technology, Institute of Applied Computer Science, 18/22 Stefanowskiego Str., 90-924 Łodz, Poland.
| | - Tomasz Węgliński
- Lodz University of Technology, Institute of Applied Computer Science, 18/22 Stefanowskiego Str., 90-924 Łodz, Poland.
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Smith K, Politte D, Reiker G, Nolan TS, Hildebolt C, Mattson C, Tucker D, Prior F, Turovets S, Larson-Prior LJ. Automated measurement of skull circumference, cranial index, and braincase volume from pediatric computed tomography. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2015; 2013:3977-80. [PMID: 24110603 DOI: 10.1109/embc.2013.6610416] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Normative values of pediatric skull circumference, cranial index, and braincase volume would inform multiple disciplines including neurosurgery, plastic surgery and anthropology. Semi-automated methods exist for obtaining these data but are time consuming and require expertise. We report on a new method for automated extraction of in vivo measures of pediatric crania based on x-ray computed tomography scans (CT). Data were obtained from a clinical image repository for pediatric populations in whom no pathology was noted. The automated process showed good agreement with semi-automated measures, although there was a small bias for both braincase volume and circumference. We developed an open source program to automatically extract measures of skull circumference, cranial index, and braincase volume that are likely to prove useful in multiple disciplines.
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