1
|
He KH, Bruse JL, Rodriguez-Florez N, Dunaway D, Jeelani O, Schievano S, Borghi A. Understanding the influence of surgical parameters on craniofacial surgery outcomes: a computational study. ROYAL SOCIETY OPEN SCIENCE 2024; 11:231158. [PMID: 38577216 PMCID: PMC10987985 DOI: 10.1098/rsos.231158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 11/03/2023] [Accepted: 01/29/2024] [Indexed: 04/06/2024]
Abstract
Sagittal craniosynostosis (SC) is a congenital condition whereby the newborn skull develops abnormally owing to the premature ossification of the sagittal suture. Spring-assisted cranioplasty (SAC) is a minimally invasive surgical technique to treat SC, where metallic distractors are used to reshape the newborn's head. Although safe and effective, SAC outcomes remain uncertain owing to the limited understanding of skull-distractor interaction and the limited information provided by the analysis of single surgical cases. In this work, an SC population-averaged skull model was created and used to simulate spring insertion by means of the finite-element analysis using a previously developed modelling framework. Surgical parameters were varied to assess the effect of osteotomy and spring positioning, as well as distractor combinations, on the final skull dimensions. Simulation trends were compared with retrospective measurements from clinical imaging (X-ray and three-dimensional photogrammetry scans). It was found that the on-table post-implantation head shape change is more sensitive to spring stiffness than to the other surgical parameters. However, the overall end-of-treatment head shape is more sensitive to spring positioning and osteotomy size parameters. The results of this work suggest that SAC surgical planning should be performed in view of long-term results, rather than immediate on-table reshaping outcomes.
Collapse
Affiliation(s)
- K. H. He
- Ningbo University, Ningbo, People's Republic of China
- Great Ormond Street Institute of Child Health, University College London, London, UK
| | - J. L. Bruse
- Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), San Sebastian, Spain
| | - N. Rodriguez-Florez
- Universidad de Navarra, TECNUN Escuela de Ingenieros, San Sebastian, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - D. Dunaway
- Great Ormond Street Institute of Child Health, University College London, London, UK
- Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - O. Jeelani
- Great Ormond Street Institute of Child Health, University College London, London, UK
- Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - S. Schievano
- Great Ormond Street Institute of Child Health, University College London, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
- Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - A. Borghi
- Great Ormond Street Institute of Child Health, University College London, London, UK
- Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
- Department of Engineering, Durham University, Durham, UK
| |
Collapse
|
2
|
Garate Andikoetxea B, Ajami S, Rodriguez-Florez N, Jeelani NUO, Dunaway D, Schievano S, Borghi A. Towards a radiation free numerical modelling framework to predict spring assisted correction of scaphocephaly. Comput Methods Biomech Biomed Engin 2023:1-10. [PMID: 38108140 DOI: 10.1080/10255842.2023.2294262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023]
Abstract
Sagittal Craniosynostosis (SC) is a congenital craniofacial malformation, involving premature sagittal suture ossification; spring-assisted cranioplasty (SAC) - insertion of metallic distractors for skull reshaping - is an established method for treating SC. Surgical outcomes are predictable using numerical modelling, however published methods rely on computed tomography (CT) scans availability, which are not routinely performed. We investigated a simplified method, based on radiation-free 3D stereophotogrammetry scans.Eight SAC patients (age 5.1 ± 0.4 months) with preoperative CT and 3D stereophotogrammetry scans were included. Information on osteotomies, spring model and post-operative spring opening were recorded. For each patient, two preoperative models (PREOP) were created: i) CT model and ii) S model, created by processing patient specific 3D surface scans using population averaged skin and skull thickness and suture locations. Each model was imported into ANSYS Mechanical (Analysis System Inc., Canonsburg, PA) to simulate spring expansion. Spring expansion and cranial index (CI - skull width over length) at times equivalent to immediate postop (POSTOP) and follow up (FU) were extracted and compared with in-vivo measurements.Overall expansion patterns were very similar for the 2 models at both POSTOP and FU. Both models had comparable outcomes when predicting spring expansion. Spring induced CI increase was similar, with a difference of 1.2%±0.8% for POSTOP and 1.6%±0.6% for FU.This work shows that a simplified model created from the head surface shape yields acceptable results in terms of spring expansion prediction. Further modelling refinements will allow the use of this predictive tool during preoperative planning.
Collapse
Affiliation(s)
| | - Sara Ajami
- University College London, United Kingdom
- Great Ormond Street Hospital, London, United Kingdom
| | | | | | - David Dunaway
- Great Ormond Street Hospital, London, United Kingdom
| | - Silvia Schievano
- University College London, United Kingdom
- Great Ormond Street Hospital, London, United Kingdom
| | - Alessandro Borghi
- University College London, United Kingdom
- Great Ormond Street Hospital, London, United Kingdom
- Department of Engineering, Durham University, Durham, United Kingdom
| |
Collapse
|
3
|
Deliège L, Ramdat Misier K, Silva D, James G, Ong J, Dunaway D, Jeelani NUO, Schievano S, Borghi A. Spring-assisted posterior vault expansion: a parametric study to improve the intracranial volume increase prediction. Sci Rep 2023; 13:21371. [PMID: 38049445 PMCID: PMC10695940 DOI: 10.1038/s41598-023-48143-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 11/22/2023] [Indexed: 12/06/2023] Open
Abstract
Spring-assisted posterior vault expansion has been adopted at the London Great Ormond Street Hospital for Children to treat raised intracranial pressure in patients affected by syndromic craniosynostosis, a congenital calvarial anomaly causing the premature fusion of skull sutures. This procedure involves elastic distractors used to dynamically reshape the skull and increase the intracranial volume (ICV). In this study, we developed and validated a patient-specific model able to predict the ICV increase and carried out a parametric study to investigate the effect of surgical parameters on that final volume. Pre- and post-operative computed tomography data relative to 18 patients were processed to extract simplified patient-specific skull shape, replicate surgical cuts, and simulate spring expansion. A parametric study was performed to quantify each parameter's impact on the surgical outcome: for each patient, the osteotomy location was varied in a pre-defined range; local sensitivity of the predicted ICV to each parameter was analysed and compared. Results showed that the finite element model performed well in terms of post-operative ICV prediction and allowed for parametric optimization of surgical cuts. The study indicates how to optimize the ICV increase according to the type of procedure and provides indication on the most robust surgical strategy.
Collapse
Affiliation(s)
| | | | | | | | - Juling Ong
- Great Ormond Street Hospital, London, UK
| | | | | | | | | |
Collapse
|
4
|
Borghi A, Heutinck P, Rodriguez-Florez N, Koudstaal M, Ruggiero F, Ajami S, Schievano S, Jeelani N, Dunaway D. The Esthetic Perception of Morphological Severity in Scaphocephalic Patients is Correlated With Specific Head Geometrical Features. Cleft Palate Craniofac J 2023; 60:1591-1599. [PMID: 35786009 PMCID: PMC10588271 DOI: 10.1177/10556656221111307] [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] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE To investigate the relationship between perception of craniofacial deformity, geometric head features, and 3D head shape analyzed by statistical shape modeling (SSM). PATIENTS A total of 18 unoperated patients with scaphocephaly (age = 5.2 ± 1.1m)-6 were followed-up after spring-assisted cranioplasty (SAC) (age = 9.6 ± 1.5m)-and 6 controls (age = 6.7 ± 2.5m). MAIN OUTCOME MEASURES 3D head shapes were retrieved from 3D scans or computed tomography (CTs). Various geometrical features were measured: anterior and posterior prominence, take-off angle, average anterior and posterior lateral and horizontal curvatures, cranial index (CI) (cranial width over length), and turricephaly index (TI) (cranial height over length). SSM and principal component analysis (PCA) described shape variability. All models were 3D printed; the perception of deformity was blindly scored by 9 surgeons and 1 radiologist in terms of frontal bossing (FB), occipital bulleting (OB), biparietal narrowing (BN), low posterior vertex (LPV), and overall head shape (OHS). RESULTS A moderate correlation was found between FB and anterior prominence (r = 0.56, P < .01) and take-off angle (r = - 0.57, P < .01). OB correlated with average posterior lateral curvature (r = 0.43, P < 0.01) similarly to BPN (r = 0.55, P < .01) and LPV (r = 0.43, P < .01). OHS showed strong correlation with CI (r = - 0.68, P < .01) and TI (r = 0.63, P< .01). SSM Mode 1 correlated with OHS (r = 0.66, p < .01) while Mode 3 correlated with FB (r = - 0.58, P < .01). CONCLUSIONS Esthetic cranial appearance in craniofacial patients is correlated to specific geometric parameters and could be estimated using automated methods such as SSM.
Collapse
Affiliation(s)
- Alessandro Borghi
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children, London, UK
| | - P. Heutinck
- UCL Great Ormond Street Institute of Child Health, London, UK
- Erasmus University Hospital, Rotterdam, the Netherlands
| | - N. Rodriguez-Florez
- Universidad de Navarra, TECNUN Escuela de Ingenieros, Donostia-San Sebastián, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - M. Koudstaal
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children, London, UK
- Erasmus University Hospital, Rotterdam, the Netherlands
| | - F. Ruggiero
- Great Ormond Street Hospital for Children, London, UK
- DIBIDEM, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - S. Ajami
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children, London, UK
| | - S. Schievano
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children, London, UK
| | - N.U.O. Jeelani
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children, London, UK
| | - D. Dunaway
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children, London, UK
| |
Collapse
|
5
|
Jacob J, Bozkurt S. Automated surgical planning in spring-assisted sagittal craniosynostosis correction using finite element analysis and machine learning. PLoS One 2023; 18:e0294879. [PMID: 38015830 PMCID: PMC10684009 DOI: 10.1371/journal.pone.0294879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/10/2023] [Indexed: 11/30/2023] Open
Abstract
Sagittal synostosis is a condition caused by the fused sagittal suture and results in a narrowed skull in infants. Spring-assisted cranioplasty is a correction technique used to expand skulls with sagittal craniosynostosis by placing compressed springs on the skull before six months of age. Proposed methods for surgical planning in spring-assisted sagittal craniosynostosis correction provide information only about the skull anatomy or require iterative finite element simulations. Therefore, the selection of surgical parameters such as spring dimensions and osteotomy sizes may remain unclear and spring-assisted cranioplasty may yield sub-optimal surgical results. The aim of this study is to develop the architectural structure of an automated tool to predict post-operative surgical outcomes in sagittal craniosynostosis correction with spring-assisted cranioplasty using machine learning and finite element analyses. Six different machine learning algorithms were tested using a finite element model which simulated a combination of various mechanical and geometric properties of the calvarium, osteotomy sizes, spring characteristics, and spring implantation positions. Also, a statistical shape model representing an average sagittal craniosynostosis calvarium in 5-month-old patients was used to assess the machine learning algorithms. XGBoost algorithm predicted post-operative cephalic index in spring-assisted sagittal craniosynostosis correction with high accuracy. Finite element simulations confirmed the prediction of the XGBoost algorithm. The presented architectural structure can be used to develop a tool to predict the post-operative cephalic index in spring-assisted cranioplasty in patients with sagittal craniosynostosis can be used to automate surgical planning and improve post-operative surgical outcomes in spring-assisted cranioplasty.
Collapse
Affiliation(s)
- Jenson Jacob
- Ulster University, School of Engineering, Belfast, United Kingdom
| | - Selim Bozkurt
- Ulster University, School of Engineering, Belfast, United Kingdom
| |
Collapse
|
6
|
Villavisanis DF, Cho DY, Zhao C, Wagner CS, Blum JD, Shakir S, Swanson JW, Bartlett SP, Tucker AM, Taylor JA. Spring forces and calvarial thickness predict cephalic index changes following spring-mediated cranioplasty for sagittal craniosynostosis. Childs Nerv Syst 2023; 39:701-709. [PMID: 36394609 DOI: 10.1007/s00381-022-05752-9] [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: 10/09/2022] [Accepted: 11/07/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Variables interacting to predict outcomes following spring-mediated cranioplasty (SMC) for non-syndromic craniosynostosis, including spring parameters and calvarial thickness, are poorly understood. This study assessed interactions between spring parameters and calvarial thickness to predict changes in cephalic index (CI) following SMC. METHODS Patients undergoing SMC for non-syndromic sagittal craniosynostosis at our institution between 2014 and 2021 were included. Calvarial thickness was determined from patient preoperative CTs using Materalise Mimics at 27 points in relation to the sagittal suture. Linear mixed effects models were used to determine interactions between anterior, middle, and posterior calvarial thickness with spring force and length. RESULTS Sixty-nine patients undergoing surgery at mean age 3.7 months were included in this study. Stronger posterior spring force interacted with thinner posterior calvarial thickness to predict greater changes in CI at 3 months postoperatively (p = 0.022). When evaluating spring force and calvarial thickness set distances from the sagittal suture, stronger posterior spring force interacted with thinner posterior calvarial thickness 5 mm (p = 0.043) and 10 mm (p = 0.036) from the sagittal suture to predict changes in CI. Interactions between spring parameters and calvarial thickness in the anterior and middle positions did not significantly predict changes in CI. CONCLUSIONS Stronger posterior spring force interacted with thinner posterior calvaria to predict greater changes in CI 3 months following SMC for non-syndromic sagittal craniosynostosis. These results suggest dynamic interactions between several variables may impact outcomes following SMC.
Collapse
Affiliation(s)
- Dillan F Villavisanis
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA
| | - Daniel Y Cho
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA
| | - Chao Zhao
- Center for Data Driven Discovery in Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Connor S Wagner
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA
| | - Jessica D Blum
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA
| | - Sameer Shakir
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA
| | - Jordan W Swanson
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA
| | - Scott P Bartlett
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA
| | - Alexander M Tucker
- Division of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jesse A Taylor
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, 3501 Civic Center Blvd Philadelphia, Philadelphia, PA, 19104, USA.
| |
Collapse
|
7
|
Two-Center Review of Posterior Vault Expansion following a Staged or Expectant Treatment of Crouzon and Apert Craniosynostosis. Plast Reconstr Surg 2023; 151:615-626. [PMID: 36730425 DOI: 10.1097/prs.0000000000009925] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND The timing of posterior cranial expansion for the management of intracranial pressure can be "staged" by age and dysmorphology or "expectant" by pressure monitoring. The authors report shared outcome measures from one center performing posterior vault remodeling (PCVR) or distraction (PVDO) following a staged approach and another performing spring-assisted expansion (SAPVE) following an expectant protocol. METHODS Apert or Crouzon syndrome patients who underwent posterior expansion younger than 2 years were included. Perioperative outcomes and subsequent cranial operations were recorded up to last follow-up and intracranial volume changes measured and adjusted using growth curves. RESULTS Thirty-eight patients were included. Following the expectant protocol, Apert patients underwent SAPVE at a younger age (8 months) than Crouzon patients (16 months). The initial surgery time was shorter but total operative time, including device removal, was longer for PVDO (3 hours 52 minutes) and SAPVE (4 hours 34 minutes) than for PCVR (3 hours 24 minutes). Growth-adjusted volume increase was significant and comparable. Fourteen percent of PCVR, 33% of PVDO, and 11% of SAPVE cases had complications, but without long-term deficits. Following the staged approach, 5% underwent only PVDO, 85% had a staged posterior followed by anterior surgery, and 10% required a third expansion. Following the expectant approach, 42% of patients had only posterior expansion at last follow-up, 32% had a secondary cranial surgery, and 26% had a third cranial expansion. CONCLUSION Two approaches involving posterior vault expansion in young syndromic patients using three techniques resulted in comparable early volume expansion and complication profiles. CLINICAL QUESTION/LEVEL OF EVIDENCE Therapeutic, III.
Collapse
|
8
|
What is the Role of Force in Correcting Scaphocephaly Through Spring-Mediated Cranial Vault Expansion for Sagittal Craniosynostosis? J Craniofac Surg 2021; 32:2615-2620. [PMID: 34727466 DOI: 10.1097/scs.0000000000007780] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES Spring-mediated cranial vault expansion (SMC) may enable less invasive treatment of sagittal craniosynostosis than conventional methods. The influence of spring characteristics such as force, length, and quantity on cranial vault outcomes are not well understood. Using in vivo and ex vivo models, we evaluate the interaction between spring force, length, and quantity on correction of scaphocephalic deformity in patients undergoing SMC. METHODS The authors retrospectively studied subjects with isolated sagittal craniosynostosis who underwent SMC between 2011 and 2019. The primary outcome measure of in vivo analysis was head shape determined by cephalic index (CI). Ex vivo experimentation analyzed the impact of spring length, bend, and thickness on resultant force. RESULTS Eighty-nine subjects underwent SMC at median 3.4 months with median preoperative CI 69% (interquartile range: 66, 71%). Twenty-six and 63 subjects underwent SMC with 2 and 3 springs, with mean total force 20.1 and 27.6 N, respectively (P < 0.001).Postoperative CI increased from 71% to 74% and 68% to 77% in subjects undergoing 2- and 3-spring cranioplasty at the 6-month timepoint, respectively (P < 0.001). Total spring force correlated to increased change in CI (P < 0.002). Spring length was inversely related to transverse cranial expansion at Postoperative day 1, however, directly related at 1 and 3 months (P < 0.001). Ex vivo modeling of spring length was inversely related to spring force regardless of spring number (P < 0.0001). Ex vivo analysis demonstrated greater resultant force when utilizing wider, thicker springs independent of spring arm length and degree of compression. CONCLUSIONS A dynamic relationship among spring characteristics including length, bend, thickness, and quantity appear to influence SMC outcomes.
Collapse
|
9
|
Cross C, Khonsari RH, Larysz D, Johnson D, Kölby L, Moazen M. Predicting and comparing three corrective techniques for sagittal craniosynostosis. Sci Rep 2021; 11:21216. [PMID: 34707183 PMCID: PMC8551239 DOI: 10.1038/s41598-021-00642-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 10/08/2021] [Indexed: 11/26/2022] Open
Abstract
Sagittal synostosis is the most occurring form of craniosynostosis, resulting in calvarial deformation and possible long-term neurocognitive deficits. Several surgical techniques have been developed to correct these issues. Debates as to the most optimal approach are still ongoing. Finite element method is a computational tool that's shown to assist with the management of craniosynostosis. The aim of this study was to compare and predict the outcomes of three reconstruction methods for sagittal craniosynostosis. Here, a generic finite element model was developed based on a patient at 4 months of age and was virtually reconstructed under all three different techniques. Calvarial growth was simulated to predict the skull morphology and the impact of different reconstruction techniques on the brain growth up to 60 months of age. Predicted morphology was then compared with in vivo and literature data. Our results show a promising resemblance to morphological outcomes at follow up. Morphological characteristics between considered techniques were also captured in our predictions. Pressure outcomes across the brain highlight the potential impact that different techniques have on growth. This study lays the foundation for further investigation into additional reconstructive techniques for sagittal synostosis with the long-term vision of optimizing the management of craniosynostosis.
Collapse
Affiliation(s)
- Connor Cross
- Department of Mechanical Engineering, University College London, London, UK
| | - Roman H Khonsari
- Department of Maxillofacial Surgery and Plastic Surgery, School of Medicine, Necker - Enfants Malades University Hospital, Assistance Publique - Hôpitaux de Paris, University of Paris, Paris, France
| | - Dawid Larysz
- Department of Head and Neck Surgery for Children and Adolescents, University of Warmia and Mazury in Olsztyn. Ul, Zolnierska 18a, 10-561, Olsztyn, Poland
| | - David Johnson
- Oxford Craniofacial Unit, Oxford University Hospital, NHS Foundation Trust, Oxford, UK
| | - Lars Kölby
- Department of Plastic Surgery, Sahlgrenska University Hospital, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Mehran Moazen
- Department of Mechanical Engineering, University College London, London, UK.
| |
Collapse
|
10
|
Millesi M, Preischer M, Reinprecht A. Do standard surgical techniques lead to satisfying aesthetic results in nonsyndromic sagittal suture synostosis? J Neurosurg Pediatr 2021; 28:502-507. [PMID: 34388704 DOI: 10.3171/2021.4.peds2166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 04/01/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Surgical correction of synostotic cranial sutures is typically performed early in an affected child's life. Depending on the severity of the cranial synostoses, different aspects of the surgical treatment may have varying degrees of importance. In this sense, the aesthetic appearance in children with normal neurological development in single-suture synostosis plays an important role in self-perception and social acceptance for both the patients themselves and their caregivers. Therefore, in this study, the authors aimed to evaluate the aesthetic outcome after surgical correction in a cohort of patients with nonsyndromic sagittal suture synostosis. METHODS Between December 2002 and December 2019, a total of 99 patients underwent surgical correction of a synostotic sagittal suture at the Medical University of Vienna. Depending on their age, patients underwent either an extended midline strip craniectomy (EMSC) (< 4 months) or a modified pi procedure (MPP) (≥ 4 months). After the surgical procedure, the outcome was evaluated by the treating neurosurgeon at 1- and 12-month follow-up visits, and after approximately 5 years, before the patient entered elementary school. In addition to that, the patients' caregivers were asked to evaluate the aesthetic outcome of the surgical procedure after 12 months. These results were then compared to evaluate potential differences in the perception of the surgical outcome. RESULTS After 12 months, the majority of the included patients were evaluated as having a good aesthetic outcome by the treating neurosurgeon (97%) and by their caregivers (89%). These differences did not show statistical significance (p = 0.11). Similarly, no differences in the aesthetic outcome depending on the surgical procedure performed could be found (p = 0.55). At the last follow-up visit, before entering elementary school, all available patients had an excellent or good surgical outcome. Moreover, the majority of caregivers (73%) reported that their child had a normal head shape appearance after surgical correction. CONCLUSIONS The results of this study have suggested that surgical correction of sagittal suture synostosis by simple operative techniques leads to a good aesthetic outcome and a normal head shape appearance in the majority of patients. An analysis of the evaluation of the surgical outcome by either the treating neurosurgeon or the patient caregivers showed comparable results and, thus, early intervention with simple surgical techniques can be recommended.
Collapse
Affiliation(s)
- Matthias Millesi
- Department of Neurosurgery, Medical University of Vienna, Austria
| | - Markus Preischer
- Department of Neurosurgery, Medical University of Vienna, Austria
| | | |
Collapse
|
11
|
Deliège L, Misier KR, Bozkurt S, Breakey W, James G, Ong J, Dunaway D, Jeelani NUO, Schievano S, Borghi A. Validation of an in-silico modelling platform for outcome prediction in spring assisted posterior vault expansion. Clin Biomech (Bristol, Avon) 2021; 88:105424. [PMID: 34303069 DOI: 10.1016/j.clinbiomech.2021.105424] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Spring-Assisted Posterior Vault Expansion has been adopted at Great Ormond Street Hospital for Children, London, UK to treat raised intracranial pressure in patients affected by syndromic craniosynostosis, a congenital calvarial anomaly which causes premature fusion of skull sutures. This procedure aims at normalising head shape and augmenting intracranial volume by means of metallic springs which expand the back portion of the skull. The aim of this study is to create and validate a 3D numerical model able to predict the outcome of spring cranioplasty in patients affected by syndromic craniosynostosis, suitable for clinical adoption for preoperative surgical planning. METHODS Retrospective spring expansion measurements retrieved from x-ray images of 50 patients were used to tune the skull viscoelastic properties for syndromic cases. Pre-operative computed tomography (CT) data relative to 14 patients were processed to extract patient-specific skull shape, replicate surgical cuts and simulate spring insertion. For each patient, the predicted finite element post-operative skull shape model was compared with the respective post-operative 3D CT data. FINDINGS The comparison of the sagittal and transverse cross-sections of the simulated end-of-expansion calvaria and the post-operative skull shapes extracted from CT images showed a good shape matching for the whole population. The finite element model compared well in terms of post-operative intracranial volume prediction (R2 = 0.92, p < 0.0001). INTERPRETATION These preliminary results show that Finite Element Modelling has great potential for outcome prediction of spring assisted posterior vault expansion. Further optimisation will make it suitable for clinical deployment.
Collapse
Affiliation(s)
- Lara Deliège
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK.
| | - Karan Ramdat Misier
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Selim Bozkurt
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - William Breakey
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Greg James
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Juling Ong
- Great Ormond Street Hospital, Great Ormond Street, London WC1N 3JH, UK
| | - David Dunaway
- Great Ormond Street Hospital, Great Ormond Street, London WC1N 3JH, UK
| | - N U Owase Jeelani
- Great Ormond Street Hospital, Great Ormond Street, London WC1N 3JH, UK
| | - Silvia Schievano
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Alessandro Borghi
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| |
Collapse
|
12
|
Comparisons of Intracranial Volume and Cephalic Index After Correction of Sagittal Craniosynostosis With Either Two or Three Springs. J Craniofac Surg 2021; 32:2636-2640. [PMID: 34238871 DOI: 10.1097/scs.0000000000007870] [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 In this retrospective study, the authors determined changes in intracranial volume (ICV) and cephalic index (CI) in patients with sagittal craniosynostosis and operated with craniotomy combined with either 2 or 3 springs. The authors included patients (n = 112) with complete follow-up that had undergone surgical correction for isolated sagittal craniosynostosis with craniotomy combined with springs between 2008 and 2017. All patients underwent computed tomography examination preoperative, at the time of spring extraction, and at 3 years of age. Intracranial volume was measured using a semiautomatic MATLAB program, and CI was calculated as the width/length of the skull. The authors found that craniotomy combined with 2 springs increased the ICV from a preoperative value of 792 ± 113 mL (mean ± standard deviation) to 1298 ± 181 mL at 3 years of age and increased the CI from 72.1 ± 4.1 to 74.6 ± 4.3, whereas craniotomy combined with 3 springs increased the ICV from 779 ± 128 mL to 1283 ± 136 mL and the CI from 70.7 ± 4.3 to 74.8 ± 3.7. The relative increase in ICV was 65 ± 21% in the two-spring group and 68 ± 34% in the three-spring group (P value = 0.559), and the relative increase in CI was 3.6 ± 3.3% in the two-spring group as compared with 6.0 ± 5.0% in the three-spring group (P = 0.004). These findings demonstrated that use of 3 springs resulted in additional absolute and relative CI-specific effects as compared with 2 springs during the time when the springs were in place, with this effect maintained at 3 years of age.
Collapse
|
13
|
Correlation between head shape and volumetric changes following spring-assisted posterior vault expansion. J Craniomaxillofac Surg 2021; 50:343-352. [DOI: 10.1016/j.jcms.2021.05.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 04/20/2021] [Accepted: 05/25/2021] [Indexed: 11/20/2022] Open
|
14
|
Breakey RWF, van de Lande LS, Sidpra J, Knoops PM, Borghi A, O’Hara J, Ong J, James G, Hayward R, Schievano S, Dunaway DJ, Jeelani NUO. Spring-assisted posterior vault expansion-a single-centre experience of 200 cases. Childs Nerv Syst 2021; 37:3189-3197. [PMID: 34554301 PMCID: PMC8510948 DOI: 10.1007/s00381-021-05330-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 08/08/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE Children affected by premature fusion of the cranial sutures due to craniosynostosis can present with raised intracranial pressure and (turri)brachycephalic head shapes that require surgical treatment. Spring-assisted posterior vault expansion (SA-PVE) is the surgical technique of choice at Great Ormond Street Hospital for Children (GOSH), London, UK. This study aims to report the SA-PVE clinical experience of GOSH to date. METHODS A retrospective review was carried out including all SA-PVE cases performed at GOSH between 2008 and 2020. Demographic and clinical data were recorded including genetic diagnosis, craniofacial surgical history, surgical indication and assessment, age at time of surgery (spring insertion and removal), operative time, in-patient stay, blood transfusion requirements, additional/secondary (cranio)facial procedures, and complications. RESULTS Between 2008 and 2020, 200 SA-PVEs were undertaken in 184 patients (61% male). The study population consisted of patients affected by syndromic (65%) and non-syndromic disorders. Concerns regarding raised intracranial pressure were the surgical driver in 75% of the cases, with the remainder operated for shape correction. Median age for SA-PVE was 19 months (range, 2-131). Average operative time for first SA-PVE was 150 min and 87 for spring removal. Median in-patient stay was 3 nights, and 88 patients received a mean of 204.4 ml of blood transfusion at time of spring insertion. A single SA-PVE sufficed in 156 patients (85%) to date (26 springs still in situ at time of this analysis); 16 patients underwent repeat SA-PVE, whilst 12 underwent rigid redo. A second SA-PVE was needed in significantly more cases when the first SA-PVE was performed before age 1 year. Complications occurred in 26 patients with a total of 32 events, including one death. Forty-one patients underwent fronto-orbital remodelling at spring removal and 22 required additional cranio(maxillo)facial procedures. CONCLUSIONS Spring-assisted posterior vault expansion is a safe, efficient, and effective procedure based on our 12-year experience. Those that are treated early in life might require a repeat SA-PVE. Long-term follow-up is recommended as some would require additional craniomaxillofacial correction later in life.
Collapse
Affiliation(s)
- R. William F. Breakey
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Lara S. van de Lande
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Jai Sidpra
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Paul M. Knoops
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Alessandro Borghi
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Justine O’Hara
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Juling Ong
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Greg James
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Richard Hayward
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Silvia Schievano
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - David J. Dunaway
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - N ul Owase Jeelani
- UCL Great Ormond Street Institute of Child Health & Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK ,Paediatric Neurosurgeon, Great Ormond Street Hospital for Children, Craniofacial Unit, Great Ormond Street, London, WC1N 3JH UK
| |
Collapse
|
15
|
Bozkurt S, Borghi A, van de Lande LS, Jeelani NUO, Dunaway DJ, Schievano S. Computational modelling of patient specific spring assisted lambdoid craniosynostosis correction. Sci Rep 2020; 10:18693. [PMID: 33122820 PMCID: PMC7596227 DOI: 10.1038/s41598-020-75747-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 10/19/2020] [Indexed: 11/25/2022] Open
Abstract
Lambdoid craniosynostosis (LC) is a rare non-syndromic craniosynostosis characterised by fusion of the lambdoid sutures at the back of the head. Surgical correction including the spring assisted cranioplasty is the only option to correct the asymmetry at the skull in LC. However, the aesthetic outcome from spring assisted cranioplasty may remain suboptimal. The aim of this study is to develop a parametric finite element (FE) model of the LC skulls that could be used in the future to optimise spring surgery. The skull geometries from three different LC patients who underwent spring correction were reconstructed from the pre-operative computed tomography (CT) in Simpleware ScanIP. Initially, the skull growth between the pre-operative CT imaging and surgical intervention was simulated using MSC Marc. The osteotomies and spring implantation were performed to simulate the skull expansion due to the spring forces and skull growth between surgery and post-operative CT imaging in MSC Marc. Surface deviation between the FE models and post-operative skull models reconstructed from CT images changed between ± 5 mm over the skull geometries. Replicating spring assisted cranioplasty in LC patients allow to tune the parameters for surgical planning, which may help to improve outcomes in LC surgeries in the future.
Collapse
Affiliation(s)
- Selim Bozkurt
- Institute of Cardiovascular Science, University College London, London, UK. .,University College London, Great Ormond Street Institute of Child Health, London, UK.
| | - Alessandro Borghi
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Lara S van de Lande
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - N U Owase Jeelani
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - David J Dunaway
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| | - Silvia Schievano
- University College London, Great Ormond Street Institute of Child Health, London, UK.,Craniofacial Unit, Great Ormond Street Hospital for Children, London, UK
| |
Collapse
|
16
|
The Science Behind the Springs: Using Biomechanics and Finite Element Modeling to Predict Outcomes in Spring-Assisted Sagittal Synostosis Surgery. J Craniofac Surg 2020; 31:2074-2078. [PMID: 33003057 DOI: 10.1097/scs.0000000000006865] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Spring-assisted surgery for the correction of scaphocephaly has gained popularity over the past 2 decades. Our unit utilizes standardized torsional springs with a central helix for spring-assisted surgery. This design allows a high degree of accuracy and reproducibility of the force vectors and force distance curves. In this manuscript, we expand on the biomechanical testing and properties of these springs. Standardization of design has enabled us to study the springs on bench and in vivo and a comprehensive repository of calvarial remodeling and spring dynamics has been acquired and analyzed.Finite element modeling is a technique utilized to predict the outcomes of spring-assisted surgery. We have found this to be a useful tool, in planning our surgical strategy and improving outcomes. This technique has also contributed significantly to the process of informed consent preoperatively. In this article, we expand on our spring design and dynamics as well as the finite element modeling used to predict and improve outcomes.In our unit, this practice has led to a significant improvement in patient outcomes and parental satisfaction and we hope to make our techniques available to a wider audience.
Collapse
|
17
|
Three-Dimensional Calvarial Growth in Spring-Assisted Cranioplasty for Correction of Sagittal Synostosis. J Craniofac Surg 2020; 31:2084-2087. [PMID: 32804823 DOI: 10.1097/scs.0000000000006863] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Spring-assisted cranioplasty (SAC) is a minimally invasive technique for treating sagittal synostosis in young infants. Yet, follow-up data on cranial growth in patients who have undergone SAC are lacking. This project aimed to understand how the cranial shape develops during the postoperative period, from spring insertion to removal. 3D head scans of 30 consecutive infants undergoing SAC for sagittal synostosis were acquired using a handheld scanner pre-operatively, immediately postoperatively, at follow-up and at spring removal; 3D scans of 41 age-matched control subjects were also acquired. Measurements of head length, width, height, circumference, and volume were taken for all subjects; cephalic index (CI) was calculated. Statistical shape modeling was used to compute 3D average head models of sagittal patients at the different time points. SAC was performed at a mean age of 5.2 months (range 3.3-8.0) and springs were removed 4.3 months later. CI increased significantly (P < 0.001) from pre-op (69.5% ± 2.8%) to spring removal (74.4% ± 3.9%), mainly due to the widening of head width, which became as wide as for age-matched controls; however, the CI of controls was not reached (82.3% ± 6.8%). The springs did not constrain volume changes and allowed for natural growth. Population mean shapes showed that the bony prominences seen at the sites of spring engagement settle over time, and that springs affect the overall 3D head shape of the skull. In conclusion, results reaffirmed the effectiveness of SAC as a treatment method for nonsyndromic single suture sagittal synostosis.
Collapse
|
18
|
Hope Springs Eternal: Insights Into the Durability of Springs to Provide Long-Term Correction of the Scaphocephalic Head Shape. J Craniofac Surg 2020; 31:2079-2083. [PMID: 32796307 DOI: 10.1097/scs.0000000000006815] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Spring-mediated cranial vault expansion (SMC) has become a primary treatment modality at our institution to correct scaphocephalic head shape in the setting of isolated sagittal craniosynostosis (CS). Spring-mediated cranioplasty is associated with minimal procedural morbidity and reliable clinical efficacy, although long-term outcomes are not well elucidated. Herein we describe our institutional experience and lessons learned with SMC. We hypothesize that SMC performed in young infants offers durable scaphocephalic correction as measured by cephalic index (CI) at the 1, 3, and 5-year postoperative timepoints.Patients with isolated sagittal CS who underwent SMC at our institution during an 8-year period were retrospectively studied. The primary outcome measure was long-term head shape determined by CI at the 1, 3, and 5-year postoperative timepoints. Secondary outcomes included patient and spring factors associated with change in CI, including age and spring force. All statistical tests were 2-tailed with P < 0.05 denoting significance.In total, 88 patients underwent SMC at a median age of 3.3 months with a median preoperative CI 69 (interquartile range: [66, 71]). The postoperative CI increased to 73 [71, 76] at postoperative day 1. At 1 month, the CI increased by 8.6 to 77 (P < 0.0001) and appeared to reach a plateau at 3 months (76, [74, 78]) without further improvement (P < 0.10). At 5 years, CI remained stable without relapse (76, [75, 81], demonstrating an 8.9 increase from preoperative CI. Age at time of spring placement and change in CI were inversely related (P < 0.005). Total spring force directly correlated with increased change in postoperative CI at the 6-month postoperative timepoint (P < 0.02).In summary, SMC offers durable correction of scaphocephaly as measured by CI for patients with isolated sagittal CS at the 5-year postoperative timepoint. The cranial expansion observed 1-month post-spring implantation may serve as a proxy for long-term CI.
Collapse
|
19
|
Computational Evaluation of Potential Correction Methods for Unicoronal Craniosynostosis. J Craniofac Surg 2020; 31:692-696. [PMID: 31977684 DOI: 10.1097/scs.0000000000006186] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Unicoronal craniosynostosis is the second most common type of nonsyndromic craniosynostosis: it is characterized by ipsilateral forehead and fronto-parietal region flattening with contralateral compensatory bossing. It is a complex condition; therefore, which is difficult to treat because of the asymmetry in the orbits, cranium, and face. The aim of this study is to understand optimal osteotomy locations, dimensions, and force requirements for surgical operations of unicoronal craniosynostosis using a patient-specific finite element model and - at the same time - to evaluate the potential application of a new device made from Nitinol which was developed to expand the affected side of a unicoronal craniosynostosis skull without performing osteotomies. The model geometry was reconstructed using Simpleware ScanIP. The bone and sutures were modeled using elastic properties to perform the finite element analyses in MSc Marc software. The simulation results showed that expanding the cranium without osteotomy requires a significant amount of force. Therefore, expansion of the cranium achieved by Nitinol devices may not be sufficient to correct the deformity. Moreover, the size and locations of the osteotomies are crucial for an optimal outcome from surgical operations in unicoronal craniosynostosis.
Collapse
|
20
|
Rtshiladze MA, Roy AA, Goltsman D, Hunt J, Reddy R, Gianoutsos MP. The removal of cranial springs used in the treatment of scaphocephaly: A minimal access approach. J Craniomaxillofac Surg 2019; 47:1706-1711. [DOI: 10.1016/j.jcms.2019.04.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 02/24/2019] [Accepted: 04/09/2019] [Indexed: 11/16/2022] Open
|
21
|
Borghi A, Rodriguez Florez N, Ruggiero F, James G, O'Hara J, Ong J, Jeelani O, Dunaway D, Schievano S. A population-specific material model for sagittal craniosynostosis to predict surgical shape outcomes. Biomech Model Mechanobiol 2019; 19:1319-1329. [PMID: 31571084 PMCID: PMC7424404 DOI: 10.1007/s10237-019-01229-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 09/17/2019] [Indexed: 11/26/2022]
Abstract
Sagittal craniosynostosis consists of premature fusion (ossification) of the sagittal suture during infancy, resulting in head deformity and brain growth restriction. Spring-assisted cranioplasty (SAC) entails skull incisions to free the fused suture and insertion of two springs (metallic distractors) to promote cranial reshaping. Although safe and effective, SAC outcomes remain uncertain. We aimed hereby to obtain and validate a skull material model for SAC outcome prediction. Computed tomography data relative to 18 patients were processed to simulate surgical cuts and spring location. A rescaling model for age matching was created using retrospective data and validated. Design of experiments was used to assess the effect of different material property parameters on the model output. Subsequent material optimization-using retrospective clinical spring measurements-was performed for nine patients. A population-derived material model was obtained and applied to the whole population. Results showed that bone Young's modulus and relaxation modulus had the largest effect on the model predictions: the use of the population-derived material model had a negligible effect on improving the prediction of on-table opening while significantly improved the prediction of spring kinematics at follow-up. The model was validated using on-table 3D scans for nine patients: the predicted head shape approximated within 2 mm the 3D scan model in 80% of the surface points, in 8 out of 9 patients. The accuracy and reliability of the developed computational model of SAC were increased using population data: this tool is now ready for prospective clinical application.
Collapse
Affiliation(s)
- Alessandro Borghi
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK.
| | - Naiara Rodriguez Florez
- Surface Technologies Group, Department of Biomedical Engineering, Mondragon Unibertsitatea, Mondragón, Spain
| | - Federica Ruggiero
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Greg James
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Justine O'Hara
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Juling Ong
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Owase Jeelani
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - David Dunaway
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| | - Silvia Schievano
- UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital for Children, London, UK
| |
Collapse
|
22
|
Iyer RR, Ye X, Jin Q, Lu Y, Liyanage L, Ahn ES. Optimal duration of postoperative helmet therapy following endoscopic strip craniectomy for sagittal craniosynostosis. J Neurosurg Pediatr 2018; 22:610-615. [PMID: 30168732 DOI: 10.3171/2018.5.peds184] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 05/22/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVEMany infants with sagittal craniosynostosis undergo effective surgical correction with endoscopic strip craniectomy (ESC) and postoperative helmet therapy (PHT). While PHT is essential to achieving optimal cosmesis following ESC, there has been little comprehensive analysis of the ideal PHT duration needed to attain this goal.METHODSThe authors retrospectively reviewed the charts of infants undergoing ESC and PHT for sagittal synostosis at our institution between 2008 and 2015. Data collected included age at surgery, follow-up duration, and PHT duration. Cephalic index (CI) was evaluated preoperatively (CIpre), at its peak level (CImax), at termination of helmet therapy (CIoff), and at last follow-up (CIfinal). A multivariate regression analysis was performed to determine factors influencing CIfinal.RESULTSThirty-one patients (27 male, 4 female) were treated in the studied time period. The median age at surgery was 2.7 months (range 1.6 to 3.2) and the median duration of PHT was 10.4 months (range 8.4 to 14.4). The mean CImax was 0.83 (SD 0.01), which was attained an average of 8.4 months (SD 1.2) following PHT initiation. At last follow-up, there was an average retraction of CIfinal among all patients to 0.78 (SD 0.01). Longer helmet duration after achieving CImax did not correlate with higher CIfinal values. While CImax was a significant predictor of CIfinal, neither age at surgery nor CIpre were found to be predictive of final outcome.CONCLUSIONSPatients undergoing ESC and PHT for sagittal synostosis reach a peak CI around 7 to 9 months after surgery. PHT beyond CImax does not improve final anthropometric outcomes. CIfinal is significantly dependent on CImax, but not on age, nor CIpre. These results imply that helmet removal at CImax may be appropriate for ESC patients, while helmeting beyond the peak does not change final outcome.
Collapse
Affiliation(s)
- Rajiv R Iyer
- 1Division of Pediatric Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; and
| | - Xiaobu Ye
- 1Division of Pediatric Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; and
| | - Qiuyu Jin
- 1Division of Pediatric Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; and
| | - Yao Lu
- 2Division of Biostatistics and Epidemiology, Weill Cornell Medical College, New York, New York
| | - Luckmini Liyanage
- 1Division of Pediatric Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; and
| | - Edward S Ahn
- 1Division of Pediatric Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; and
| |
Collapse
|
23
|
Borghi A, Rodriguez-Florez N, Rodgers W, James G, Hayward R, Dunaway D, Jeelani O, Schievano S. Spring assisted cranioplasty: A patient specific computational model. Med Eng Phys 2018; 53:58-65. [DOI: 10.1016/j.medengphy.2018.01.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2017] [Revised: 12/19/2017] [Accepted: 01/03/2018] [Indexed: 11/29/2022]
|