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Pereira-Duarte M, Dionne A, Joncas J, Parent S, Labelle H, Barchi S, Mac-Thiong JM. A classification algorithm for prioritizing surgery in Pediatric patients with idiopathic scoliosis when Long Surgical delays are expected. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:3792-3797. [PMID: 39096388 DOI: 10.1007/s00586-024-08405-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 07/08/2024] [Indexed: 08/05/2024]
Abstract
PURPOSE To identify the clinical phenotypes associated with the rate of progression while waiting for surgery and propose a classification scheme for identifying subgroups of patients to prioritize for surgery when long surgical delays are expected. METHODS We reviewed the clinical and radiographic data of a prospective cohort of patients scheduled for IS surgery from 2004 to 2020 with a minimum 1-year wait prior to surgery. Candidate predictors consisted of age, sex, Risser sign, menarchal status, angle of trunk rotation, scoliotic curve type, and main Cobb angle at baseline when scheduled for surgery. Univariate and Regression Tree analysis were performed to identify predictors associated with the annual curve progression rate in the main Cobb angle between baseline and surgery. RESULTS There were 214 patients (178 females) aged 15 ± 2 years, with a Risser sign 3.4 ± 1.6 and a main Cobb angle 55°±10° at baseline. The average wait prior to surgery was 1.3 ± 0.4 years. Only the Risser sign, menarchal status and sex were significantly associated with the annual progression rate. We have identified 3 clinically and significantly different groups of patients presenting slow (3 ± 4°/yr if Risser sign 3 to 5), moderate (8 ± 4°/yr if female with Risser sign 0 to 2 and post-menarchal), and fast (15 ± 10°/yr if Risser sign 0 to 2 and premenarchal or male) progression rates. CONCLUSION We present an evidence-based surgical prioritization algorithm for pediatric idiopathic scoliosis that can easily be implemented in clinical practice when long surgical delays are expected.
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Affiliation(s)
- Matias Pereira-Duarte
- Université de Montréal, Montréal, Canada
- Research Center, Sainte-Justine University Hospital Center, 3175 Chemin de la Côte-Sainte-Catherine, Montréal, QC, H3T 1C5, Canada
| | | | - Julie Joncas
- Research Center, Sainte-Justine University Hospital Center, 3175 Chemin de la Côte-Sainte-Catherine, Montréal, QC, H3T 1C5, Canada
| | - Stefan Parent
- Université de Montréal, Montréal, Canada
- Research Center, Sainte-Justine University Hospital Center, 3175 Chemin de la Côte-Sainte-Catherine, Montréal, QC, H3T 1C5, Canada
| | - Hubert Labelle
- Université de Montréal, Montréal, Canada
- Research Center, Sainte-Justine University Hospital Center, 3175 Chemin de la Côte-Sainte-Catherine, Montréal, QC, H3T 1C5, Canada
| | - Soraya Barchi
- Research Center, Sainte-Justine University Hospital Center, 3175 Chemin de la Côte-Sainte-Catherine, Montréal, QC, H3T 1C5, Canada
| | - Jean-Marc Mac-Thiong
- Université de Montréal, Montréal, Canada.
- Research Center, Sainte-Justine University Hospital Center, 3175 Chemin de la Côte-Sainte-Catherine, Montréal, QC, H3T 1C5, Canada.
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Keil F, Schneider R, Polomac N, Zabar O, Finger T, Holzgreve F, Czabanka M, Erbe C, Groneberg DA, Hattingen E, Ohlendorf D, Diaremes P. Improving Therapy for Children with Scoliosis through Reducing Ionizing Radiation by Using Alternative Imaging Methods-A Study Protocol. J Clin Med 2024; 13:5768. [PMID: 39407828 PMCID: PMC11476651 DOI: 10.3390/jcm13195768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 09/19/2024] [Accepted: 09/25/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND Patients with scoliosis often require multiple imaging modalities. The aim of this study was to find out whether primary diagnosis, including surgical planning, could be carried out entirely without computed tomography (CT) scans and whether follow-up could be replaced with alternative methods without the use of X-rays. In order to reduce the radiation exposure in the diagnosis and treatment of severe scoliosis, we expect to replace X-rays with radiation-free or less-intensive radiation examinations. This study protocol is interdisciplinary. METHODS A total of 50 male and female patients (children and adolescents, aged 7-18 years) treated for scoliosis will be analyzed. In addition to routine projection radiographs, preoperative CT, and/or X-ray stereoradiography (EOS) examinations, thin-slice 3D magnetic resonance imaging (MRI) sequences will be retrospectively reformatted during the preoperative MRI examination. A three-dimensional back scan (video-raster stereography) and an intraoral scan will also be obtained. The following questions should be answered at the end of the project: (1) Can MRI examination with additional thin-slice 3D reconstruction answer all relevant questions for preoperative planning instead of CT? (2) Are EOS or whole-spine X-ray examinations in combination with MRI data sufficient for the evaluation of the pedicles and spinal deformity? (3) Does the Cobb angle in the radiograph correlate with the calculations from the back scanner image and can follow-up checks be replaced? (4) Are there any correlations between dental anomalies and scoliosis? CONCLUSIONS Until now, pediatric patients with scoliosis have been diagnosed, monitored, and treated with numerous independent specialist disciplines, such as pediatricians, orthopedic surgeons, neurosurgeons, and general practitioners with different radiological issues. The aim of this project is to reduce radiation and lower perioperative risks by creating a preoperative and follow-up-related standard protocol in close interdisciplinary and targeted cooperation between all the specialist disciplines involved. In line with the holistic examination approach, the associated accompanying diseases and developmental disorders such as dental and neuronal malformations will also be examined. On the one hand, CT-based questions could be replaced with the reconstruction of thin-slice MRI sequences. In addition, it may be possible to use the three-dimensional back scan as an intermediate diagnostic procedure instead of X-rays in the monitoring of severe scoliosis. Insofar as correlations or causalities between scoliosis and occlusal anomalies, early orthodontic intervention could positively benefit the duration of therapy at a later stage.
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Affiliation(s)
- Fee Keil
- Institute of Neuroradiology, Goethe University Hospital, 60528 Frankfurt, Germany; (F.K.)
| | - Robert Schneider
- Institute of Occupational, Social, Environmental Medicine, Goethe University, 60596 Frankfurt, Germany (F.H.)
| | - Nenad Polomac
- Institute of Neuroradiology, Goethe University Hospital, 60528 Frankfurt, Germany; (F.K.)
| | - Omar Zabar
- Institute of Occupational, Social, Environmental Medicine, Goethe University, 60596 Frankfurt, Germany (F.H.)
- Asklepios Katharina-Schroth-Klinik, 55566 Bad Sobernheim, Germany
| | - Tobias Finger
- Department of Neurosurgery, Goethe University Hospital, 60596 Frankfurt, Germany
| | - Fabian Holzgreve
- Institute of Occupational, Social, Environmental Medicine, Goethe University, 60596 Frankfurt, Germany (F.H.)
| | - Marcus Czabanka
- Department of Neurosurgery, Goethe University Hospital, 60596 Frankfurt, Germany
| | - Christina Erbe
- Department of Orthodontics, Johannes Gutenberg University Hospital, Mainz, 55131 Mainz, Germany;
| | - David A. Groneberg
- Institute of Occupational, Social, Environmental Medicine, Goethe University, 60596 Frankfurt, Germany (F.H.)
| | - Elke Hattingen
- Institute of Neuroradiology, Goethe University Hospital, 60528 Frankfurt, Germany; (F.K.)
| | - Daniela Ohlendorf
- Institute of Occupational, Social, Environmental Medicine, Goethe University, 60596 Frankfurt, Germany (F.H.)
| | - Panagiotis Diaremes
- Clinic for Orthopaedics, Goethe University Hospital, 60596 Frankfurt, Germany;
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Huang J, Zhang H, Wen J, Liu L, Xu S, Wang X, Zhang C, Wang H, Pei S, Cui X, Wang J, Tang D, Zhao J. Evaluation of the prevalence of adolescent scoliosis and its associated factors in Gansu Province, China: a cross-sectional study. Front Public Health 2024; 12:1381773. [PMID: 39139664 PMCID: PMC11319255 DOI: 10.3389/fpubh.2024.1381773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Accepted: 07/17/2024] [Indexed: 08/15/2024] Open
Abstract
Introduction Gansu Province is situated in the northwest region of China, characterized by diverse and complex topography and a rich diversity of ethnic groups. This study aims to explore the prevalence and risk factors of adolescent suspected scoliosis in Gansu Province through a cross-sectional population study. Methods From April 2022 to July 2022, a prospective cross-sectional study was conducted in Baiyin City, Jinchang City, Lanzhou City, Linxia Hui Autonomous Prefecture, and Gannan Tibetan Autonomous Prefecture in Gansu Province. The screening covered 3,118 middle and high school students across 24 institutions, including middle and high schools. Diagnosis of suspected scoliosis was established through visual inspection, the Adams forward bend test, and measurement of trunk rotation angle. Employing a custom-designed questionnaire, demographic data were collected, and the prevalence of suspected scoliosis was calculated. Univariate and multivariate logistic regression analyses were employed to assess factors associated with suspected scoliosis. Results A total of 3,044 participants were ultimately included in the analysis. The overall prevalence of suspected scoliosis was 5.68% in Gansu Province. The peak prevalence for boy is at 14 years (6.70%), while for girl, it is at 15 years (8.75%). Lanzhou City exhibits the highest prevalence rates (boy, 9.82%; girl, 10.16). The results of univariate logistic regression analysis presented that BMI (OR = 0.92, 95% CI: 0.88-0.96), altitude of habitation (1,600 m-2000 m) (OR = 0.50, 95% CI: 0.34-0.73), altitude of habitation (2000 m-3321 m) (OR = 0.58, 95% CI: 0.40-0.83), family medical history (OR = 1.56, 95% CI: 1.02-2.31), and shoulders of unequal height (OR = 1.49, 95% CI: 1.09-2.03) were significantly correlated with suspected scoliosis. The multivariate logistic regression analysis indicated that BMI (OR = 0.91, 95% CI: 0.86-0.95), altitude of habitation (1,600 m-2000 m) (OR = 0.35, 95% CI: 0.23-0.54), altitude of habitation (2000 m-3321 m) (OR = 0.39, 95% CI: 0.24-0.60), family medical history (OR = 1.66, 95% CI:1.08-2.49), and shoulders of unequal height (OR = 1.45, 95% CI:1.06-1.99) were independently associated with suspected scoliosis. Conclusion Low BMI, residence at an altitude of 1,600 m-3321 m, family medical history, and shoulders of unequal height were independently associated with an increased prevalence of suspected scoliosis. It is recommended to promptly screen high-risk adolescents for suspected scoliosis, provide effective preventive and intervention measures.
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Affiliation(s)
- Jin Huang
- Longhua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
- Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Haitao Zhang
- Longhua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jiantao Wen
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Lili Liu
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Shihong Xu
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Xingsheng Wang
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Chen Zhang
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Huaming Wang
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Shengtai Pei
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Xiaojuan Cui
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Juan Wang
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
| | - Dezhi Tang
- Longhua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jun Zhao
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, Gansu, China
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Fan Q, Yang J, Sha L, Yang J. Factors that influence in-brace derotation effects in patients with adolescent idiopathic scoliosis: a study based on EOS imaging system. J Orthop Surg Res 2024; 19:293. [PMID: 38735944 PMCID: PMC11089729 DOI: 10.1186/s13018-024-04789-7] [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: 03/29/2024] [Accepted: 05/08/2024] [Indexed: 05/14/2024] Open
Abstract
OBJECTIVE To investigate the effects of bracing on apical vertebral derotation and explore the factors that influence in-brace derotation effects in adolescent idiopathic scoliosis (AIS) patients. For patients with AIS, vertebral rotation causes cosmetic appearance abnormalities and acts as an indicator for curve progression. However, there have been few studies investigating the precise derotation effects of bracing for apical vertebra. The application of EOS imaging system enables quantitative evaluation of vertebral rotation in the axial plane in a standing position. METHODS There were 82 eligible patients enrolled in current study, who underwent EOS imaging evaluation before and immediately after bracing. The clinical demographic data (age, gender, Risser sign and menstrual status) were recorded. The correlation analyses between derotation effects and key parameters (age, pre-brace Cobb angle, thoracic kyphosis, lumbar lordosis, vertebral rotation, pelvis axial rotation and apical vertebral level) were performed. The in-brace derotation effects stratified by gender, Risser sign, apical vertebral level, menarche status, coronal balance and sagittal balance were also analyzed. RESULTS The rotation of apical vertebra was decreased from 8.8 ± 6.0 degrees before bracing to 3.8 ± 3.3 degrees immediately after bracing (p < 0.001), and the derotation rate was 49.2 ± 38.3%. The derotation degrees in brace was significantly correlated with major curve Cobb angle (r = 0.240, p = 0.030), minor curve Cobb angle (r = 0.256, p = 0.020) and total curve Cobb angle (r = 0.266, p = 0.016). Both the pre-brace apical vertebral rotation and apical vertebral level were significantly correlated with derotation effects in brace (p < 0.001). Patients with thoracic major curve showed worse derotation effects than those with lumbar major curve (p < 0.001). In addition, patients with coronal balance showed better in-brace derotation effects than those with coronal decompensation (p = 0.005). CONCLUSIONS A satisfactory apical vertebral derotation rate (approximately 50%) could be obtained immediately after bracing in AIS patients. Pre-brace Cobb angle of curve, pre-brace apical vertebral rotation, apical vertebral level and coronal balance exhibited close associations with in-brace derotation effects of apical vertebra.
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Affiliation(s)
- Qing Fan
- Xinhua Hospital affiliated to Shanghai Jiao tong University School of Medicine, Shanghai, China
| | - Jingfan Yang
- Xinhua Hospital affiliated to Shanghai Jiao tong University School of Medicine, Shanghai, China
| | - Lin Sha
- Xinhua Hospital affiliated to Shanghai Jiao tong University School of Medicine, Shanghai, China
| | - Junlin Yang
- Xinhua Hospital affiliated to Shanghai Jiao tong University School of Medicine, Shanghai, China.
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Zeng H, Zhou K, Ge S, Gao Y, Zhao J, Gao S, Zheng R. Anatomical Prior and Inter-Slice Consistency for Semi-Supervised Vertebral Structure Detection in 3D Ultrasound Volume. IEEE J Biomed Health Inform 2024; 28:2211-2222. [PMID: 38289848 DOI: 10.1109/jbhi.2024.3360102] [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: 02/01/2024]
Abstract
Three-dimensional (3D) ultrasound imaging technique has been applied for scoliosis assessment, but the current assessment method only uses coronal projection images and cannot illustrate the 3D deformity and vertebra rotation. The vertebra detection is essential to reveal 3D spine information, but the detection task is challenging due to complex data and limited annotations. We propose VertMatch to detect vertebral structures in 3D ultrasound volume containing a detector and classifier. The detector network finds the potential positions of structures on transverse slice globally, and then the local patches are cropped based on detected positions. The classifier is used to distinguish whether the patches contain real vertebral structures and screen the predicted positions from the detector. VertMatch utilizes unlabeled data in a semi-supervised manner, and we develop two novel techniques for semi-supervised learning: 1) anatomical prior is used to acquire high-quality pseudo labels; 2) inter-slice consistency is used to utilize more unlabeled data by inputting multiple adjacent slices. Experimental results demonstrate that VertMatch can detect vertebra accurately in ultrasound volume and outperforms state-of-the-art methods. Moreover, VertMatch is also validated in automatic spinous process angle measurement on forty subjects with scoliosis, and the results illustrate that it can be a promising approach for the 3D assessment of scoliosis.
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Huo X, Li H, Shao K. Automatic Vertebral Rotation Angle Measurement of 3D Vertebrae Based on an Improved Transformer Network. ENTROPY (BASEL, SWITZERLAND) 2024; 26:97. [PMID: 38392353 PMCID: PMC11487434 DOI: 10.3390/e26020097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/24/2024]
Abstract
The measurement of vertebral rotation angles serves as a crucial parameter in spinal assessments, particularly in understanding conditions such as idiopathic scoliosis. Historically, these angles were calculated from 2D CT images. However, such 2D techniques fail to comprehensively capture the intricate three-dimensional deformities inherent in spinal curvatures. To overcome the limitations of manual measurements and 2D imaging, we introduce an entirely automated approach for quantifying vertebral rotation angles using a three-dimensional vertebral model. Our method involves refining a point cloud segmentation network based on a transformer architecture. This enhanced network segments the three-dimensional vertebral point cloud, allowing for accurate measurement of vertebral rotation angles. In contrast to conventional network methodologies, our approach exhibits notable improvements in segmenting vertebral datasets. To validate our approach, we compare our automated measurements with angles derived from prevalent manual labeling techniques. The analysis, conducted through Bland-Altman plots and the corresponding intraclass correlation coefficient results, indicates significant agreement between our automated measurement method and manual measurements. The observed high intraclass correlation coefficients (ranging from 0.980 to 0.993) further underscore the reliability of our automated measurement process. Consequently, our proposed method demonstrates substantial potential for clinical applications, showcasing its capacity to provide accurate and efficient vertebral rotation angle measurements.
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Affiliation(s)
- Xing Huo
- School of Mathematics, Hefei University of Technology, Hefei 230601, China; (X.H.); (H.L.)
| | - Hao Li
- School of Mathematics, Hefei University of Technology, Hefei 230601, China; (X.H.); (H.L.)
| | - Kun Shao
- School of Software, Hefei University of Technology, Hefei 230601, China
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Almahmoud OH, Baniodeh B, Musleh R, Asmar S, Zyada M, Qattousah H. Assessment of idiopathic scoliosis among adolescents and associated factors in Palestine. J Pediatr Nurs 2024; 74:85-91. [PMID: 38029690 DOI: 10.1016/j.pedn.2023.11.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 11/15/2023] [Accepted: 11/18/2023] [Indexed: 12/01/2023]
Abstract
PURPOSE This study aimed to investigate adolescent idiopathic scoliosis (AIS) and its related risk factors, including body mass index (BMI), physical activity (PA), gender, time of the first menstrual cycle, transportation, backpack weight and the way of carrying a backpack. DESIGN AND METHOD a cross-sectional quantitative design was utilized. A convenient sample of adolescent students in grades seven through ten was included in the study. A self-reported questionnaire with three sections: demographic data; physical data including height, weight and PA; and Adam's forward bend test to determine each student's spine's Cobb angle by measuring the angle of trunk rotation using a scoliometer. The data were analyzed using SPSS version 25, with confidence intervals of 95%. RESULTS A total of 820 schoolchildren participated in the study; 53.7% were female and 46.3% were male. Only 22% of these students engaged in vigorous exercise, compared to 36.7% who engaged in low PA; additionally, 10% of the adolescents had a low BMI. After the analysis, it was found that 5.4% of participants had AIS. Low PA (p = 0.001), being underweight (p = 0.038), and time of first menstrual period (p = 0.033) were significantly associated with AIS, while gender, backpack weight, and way of carrying were not statistically related to AIS. Binary logistic regression identified low PA as an independent predictor of AIS (OR = 7.22, 95%CI [1.64, 31.79]). CONCLUSIONS The frequency of AIS in Palestine was significant, which highlighted the importance of this issue at a national and global level. There was an association between AIS and BMI, PA, and the time of the first menstrual cycle, which signifies the importance of early detection of the problem to limit its burden later in life. PRACTICE IMPLICATIONS Teachers, teenagers, and their parents should be provided with programs that educate and clarify AIS, and a specific protocol should be established for scoliosis screening in schools.
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Affiliation(s)
- Omar H Almahmoud
- Nursing Department, Pharmacy, Nursing and Health Professions College, Birzeit University, Birzeit, Palestine.
| | - Baraa Baniodeh
- Nursing Department, Pharmacy, Nursing and Health Professions College, Birzeit University, Birzeit, Palestine
| | - Reem Musleh
- Nursing Department, Pharmacy, Nursing and Health Professions College, Birzeit University, Birzeit, Palestine
| | - Sanabel Asmar
- Nursing Department, Pharmacy, Nursing and Health Professions College, Birzeit University, Birzeit, Palestine
| | - Mohammed Zyada
- Nursing Department, Pharmacy, Nursing and Health Professions College, Birzeit University, Birzeit, Palestine
| | - Hadeel Qattousah
- Nursing Department, Pharmacy, Nursing and Health Professions College, Birzeit University, Birzeit, Palestine
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Kaya O, Kara D, Gok H, Kahraman S, Sanlı T, Karadereler S, Enercan M, Hamzaoglu A. The Importance of Lumbar Curve Flexibility and Apical Vertebral Rotation for the Prediction of Spontaneous Lumbar Curve Correction in Selective Thoracic Fusion for Lenke Type 1 and 2 C Curves: Retrospective Cohort Study with a Mean Follow-Up of More than 10 years. Global Spine J 2022; 12:1516-1523. [PMID: 35485204 PMCID: PMC9393973 DOI: 10.1177/21925682221098667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
STUDY DESIGN Retrospective analysis of a prospectively collected data. OBJECTIVE Lumbar flexibility(LF) is generally defined with preoperative side bending films;it is not clear what percentage of LF predicts the spontaneous lumbar curve correction (SLCC) at long term follow up. Aim of this study was to find out cut-off value of preoperative LF,apical vertebra rotation(AVR) and apical vertebral translation(AVT);which may predict more than 50%SLCC. METHODS Patients with Lenke 1C&2C curves,treated with posterior STF,with a minimum 10 years follow up were included.The patients who had more than 50% SLCC(Group A) or less than 50% (Group B) were compared in terms of LF,AVR and AVT to understand a cut-off value of those parameters.Statistically, Receiver Operating Characteristic(ROC) test was used. RESULTS Fifty five AIS patients (54F, 1M) with mean age 14 (11-17) were included to study.Thoracic curve correction rate was 75%;lumbar curve correction rate was 59% at the latest follow up.Group A included 45(82%) patients at the latest follow up.Three patients (5%) showed coronal decompensation at early postop and 2 of them became compensated at f/up.ROC analyses showed 69% flexibility as the cut-off value for SLCC (P < .01).The difference between groups in terms of preop mean AVRs was significant (P = .029) (Group A = 1.9; Group B = 2.4). CONCLUSION In Lenke 1C&2C curves,whenever LF on the preoperative bending x-ray is greater than 70% (P < .01)and AVR is equal or less than grade 2,STF provides satisfactory clinical and radiological SLCC with more than mean 10 years f/up.This flexibility rate and apical vertebral rotation can be helpful in decision making for successful STF.
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Affiliation(s)
- Ozcan Kaya
- Department of Orthopedics and Traumatology, SBU Istanbul Kanuni Sultan Suleyman Training and Research Hospital, Istanbul, Turkey,Ozcan Kaya, MD, Department of Orthopaedics and Traumatology, SBU Istanbul Kanuni Sultan Suleyman Training and Research Hospital, Atakent Mh, Turgut Ozal Bulvari No:46/1, Kucukcekmece, Istanbul 34303, Turkey.
| | - Deniz Kara
- Istanbul Spine Center, Istanbul Florence Nightingale Hospital, Istanbul, Turkey
| | - Halil Gok
- Istanbul Spine Center, Istanbul Florence Nightingale Hospital, Istanbul, Turkey
| | - Sinan Kahraman
- Department of orthopedics and spine surgery, Kadikoy Florence Nightingale Hospital, Istanbul, Turkey
| | - Tunay Sanlı
- Istanbul Spine Center, Istanbul Florence Nightingale Hospital, Istanbul, Turkey
| | - Selhan Karadereler
- Istanbul Spine Center, Istanbul Florence Nightingale Hospital, Istanbul, Turkey
| | - Meric Enercan
- Istanbul Spine Center, Istanbul Florence Nightingale Hospital, Istanbul, Turkey,Istanbul Spine Center, Demiroglu Bilim University, Istanbul, Turkey
| | - Azmi Hamzaoglu
- Istanbul Spine Center, Istanbul Florence Nightingale Hospital, Istanbul, Turkey
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Using machine learning to automatically measure axial vertebral rotation on radiographs in adolescents with idiopathic scoliosis. Med Eng Phys 2022; 107:103848. [DOI: 10.1016/j.medengphy.2022.103848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 06/06/2022] [Accepted: 07/09/2022] [Indexed: 11/22/2022]
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10
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Assessment of the axial plane deformity in subjects with adolescent idiopathic scoliosis and its relationship to the frontal and sagittal planes. Spine Deform 2022; 10:509-514. [PMID: 34817848 DOI: 10.1007/s43390-021-00443-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 11/10/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Investigate the axial plane deformity in the scoliotic segment and its relationship to the deformity in the frontal and sagittal planes. METHODS Two hundred subjects with AIS (Cobb ≥ 20°) underwent low dose biplanar X-rays with 3D reconstruction of the spine and pelvis. All structural curves were considered and were distributed as follows: 142 thoracic (T), 70 thoracolumbar (TL), and 47 lumbar curves (L). Common 3D spino-pelvic and scoliosis parameters were collected such as: frontal Cobb; torsion index (TI); hypokyphosis/lordosis index (HI). Parameters were compared between each type of curvature and correlations were investigated between the 3 planes. RESULTS Frontal Cobb was higher in all T (45 ± 19°) and TL (41 ± 15°) curves compared to L curves (35 ± 14°, p = 0.004). TI was higher in T curves when compared to TL and L curves (TI: 15 ± 8°, 9 ± 6°, 7 ± 5°, p < 0.001). HI was similar between curve types. T curves showed significant correlations between the 3 planes: Cobb vs. TI (r = 0.76), Cobb vs. HI (r = - 0.54) and HI vs. TI (r = - 0.42). The axial plane deformity was related to the frontal deformity and the type of curvature (adjusted-R2 = 0.6). CONCLUSION Beside showing the most severe deformity frontally and axially compared to TL and L curves, the T curves showed strong correlations between the 3 planes of the deformity. Moreover, this study showed that the axial plane deformity cannot be fully determined by the frontal and sagittal deformities, which highlights the importance of 3D assessment in the setting of AIS.
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Jin H, Zhang Z, Gao Y, He H, Feng S, Xu R, Li Q, Zuo H. Case series: 3D printed orthopedic brace combined with traditional manipulative physiotherapy to treat new-onset scoliosis in adults. Medicine (Baltimore) 2022; 101:e28429. [PMID: 35029888 PMCID: PMC8735782 DOI: 10.1097/md.0000000000028429] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 12/07/2021] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION New-onset scoliosis in adults is different from that in congenital and idiopathic scoliosis. We applied personalized custom 3D printed orthopedic braces combined with traditional manipulative physiotherapy to treat adult patients with new-onset scoliosis and observed the effectiveness of the treatment. PATIENT CONCERNS Nine patients aged 20-52 years presented with unequal height of hips and asymmetrical waist. One shoulder was obviously protruding or enlarged compared to the other; when lying on the bed, the legs were not equal in length, and when bending down, the back was not equal on the left and right. DIAGNOSIS New-onset scoliosis. INTERVENTIONS Application of individual customized 3D printing brace combined with traditional treatment. Evaluation of clinical efficacy after treatment, including functional exercise test (FMS) before and after treatment, ability of daily living (ADL), visual analog pain score (VAS), and scoliosis angle (Cobb angle). OUTCOMES The total effective treatment rate was 100.00% (9/9). The VAS score, Cobb angle of the spine, FMS test, and ADL test were significantly improved compared with those before treatment. CONCLUSION The customized 3D printed orthopedic brace combined with traditional techniques to treat scoliosis and innovatively combined human bionic technology with traditional medicine to achieve the continuity and precise correction of scoliosis treatment is a clinically effective technique.
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Affiliation(s)
- Hui Jin
- Department of Pain, The Second Hospital of Jilin University, Changchun, Jilin, PR China
| | - Ziyu Zhang
- Norman Bethune Health Science Center of Jilin University, Changchun, Jilin, PR China
| | - Yao Gao
- Department of Pain, The Second Hospital of Jilin University, Changchun, Jilin, PR China
| | - Huan He
- Department of Pain, The Second Hospital of Jilin University, Changchun, Jilin, PR China
| | - Shibin Feng
- Department of Pain, The Second Hospital of Jilin University, Changchun, Jilin, PR China
| | - Rui Xu
- Department of Endocrinology, Shanghai National Research Center for Endocrine and Metabolic Disease, State Key Laboratory of Medical Genomics, Shanghai Institute for Endocrine and Meta-bolic Disease, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, PR China
| | - Qiang Li
- Department of Orthopedics, Jilin Provincial People's Hospital, Changchun, Jilin, PR China
| | - Hao Zuo
- Department of Pain, The Second Hospital of Jilin University, Changchun, Jilin, PR China
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Smals LDEDM, Hulsbosch MHHM, de Faber SIPJ, Arts JJ, van Rhijn LW, Willems PC. Post-marketing surveillance on safety and efficacy of posterior spinal correction and fusion with the CD Horizon Solera instrumentation for adolescent idiopathic scoliosis. A retrospective cohort study. NORTH AMERICAN SPINE SOCIETY JOURNAL (NASSJ) 2021; 8:100085. [PMID: 35141650 PMCID: PMC8819889 DOI: 10.1016/j.xnsj.2021.100085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 10/09/2021] [Accepted: 10/11/2021] [Indexed: 10/24/2022]
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Zeng HY, Lou E, Ge SH, Liu ZC, Zheng R. Automatic Detection and Measurement of Spinous Process Curve on Clinical Ultrasound Spine Images. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2021; 68:1696-1706. [PMID: 33370238 DOI: 10.1109/tuffc.2020.3047622] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The ultrasound (US) imaging technique has been applied to scoliosis assessment, and the proxy Cobb angle can be acquired on the US coronal images. The spinous process angle (SPA) is a valuable parameter to indicate 3-D deformity of spine. However, the SPA cannot be measured on US images since the spinous process (SP) is merged in the soft tissue layer and impossible to be identified on the coronal view directly. A new method based on the gradient vector flow (GVF) snake model was proposed to automatically locate SP position on the US transverse images, and the density-based spatial clustering of application with noise (DBSCAN) was used to remove the outliers out of the detected location results. With marking the SP points on the US coronal image, the SP curve was interpolated and the SPA was measured. The algorithm was evaluated on 50 subjects with various severity of scoliosis, and two raters measured the SPA on both US images and radiographs manually. The mean absolute differences (MADs) of SPAs obtained from the two modalities were 3.4° ± 2.4° and 3.6° ± 2.8° for the two raters, respectively, which were less than the clinical acceptance error (5°), and the results reported a good linear correlation ( ) between the US method and radiography. It indicates that the proposed method can be a promising approach for SPA measurement using the US imaging technique.
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Lenz M, Oikonomidis S, Harland A, Fürnstahl P, Farshad M, Bredow J, Eysel P, Scheyerer MJ. Scoliosis and Prognosis-a systematic review regarding patient-specific and radiological predictive factors for curve progression. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2021; 30:1813-1822. [PMID: 33772381 DOI: 10.1007/s00586-021-06817-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 01/13/2021] [Accepted: 03/12/2021] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Idiopathic scoliosis, defined as a > 10° curvature of the spine in the frontal plane, is one of the most common spinal deformities. Age, initial curve magnitude and other parameters define whether a scoliotic deformity will progress or not. Still, their interactions and amounts of individual contribution are not fully elaborated and were the aim of this systematic review. METHODS A systematic literature search was conducted in the common databases using MESH terms, searching for predictive factors of curve progression in adolescent idiopathic scoliosis ("adolescent idiopathic scoliosis" OR "ais" OR "idiopathic scoliosis") AND ("predictive factors" OR "progression" OR "curve progression" OR "prediction" OR "prognosis"). The identified and analysed factors of each study were rated to design a top five scale of the most relevant factors. RESULTS Twenty-eight investigations with 8255 patients were identified by literature search. Patient-specific risk factors for curve progression from initial curve were age (at diagnosis < 13 years), family history, bone mineral status (< 110 mg/cm3 in quantitative CT) and height velocity (7-8 cm/year, peak 11.6 ± 1.4 years). Relevant radiological criteria indicating curve progression included skeletal maturity, marked by Risser stages (Risser < 1) or Sanders Maturity Scale (SMS < 5), the initial extent of the Cobb angle (> 25° progression) and curve location (thoracic single or double curve). DISCUSSION This systematic review summarised the current state of knowledge as the basis for creation of patient-specific algorithms regarding a risk calculation for a progressive scoliotic deformity. Curve magnitude is the most relevant predictive factor, followed by status of skeletal maturity and curve location.
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Affiliation(s)
- Maximilian Lenz
- Department for Orthopaedic and Trauma Surgery, Faculty of Medicine, University Hospital of Cologne, Kerpener Str. 62, Joseph-Stelzmann Strasse 24, 50931, Cologne, Germany.
| | - Stavros Oikonomidis
- Department for Orthopaedic and Trauma Surgery, Faculty of Medicine, University Hospital of Cologne, Kerpener Str. 62, Joseph-Stelzmann Strasse 24, 50931, Cologne, Germany
| | - Arne Harland
- Department for Orthopaedic and Trauma Surgery, Faculty of Medicine, University Hospital of Cologne, Kerpener Str. 62, Joseph-Stelzmann Strasse 24, 50931, Cologne, Germany
| | - Philipp Fürnstahl
- Department of Orthopaedic Surgery, Balgrist University Hospital, University of Zürich, Forchstrasse 340, Zurich, Switzerland
| | - Mazda Farshad
- Department of Orthopaedic Surgery, Balgrist University Hospital, University of Zürich, Forchstrasse 340, Zurich, Switzerland
| | - Jan Bredow
- Department for Orthopaedic and Trauma Surgery, Faculty of Medicine, University Hospital of Cologne, Kerpener Str. 62, Joseph-Stelzmann Strasse 24, 50931, Cologne, Germany
| | - Peer Eysel
- Department for Orthopaedic and Trauma Surgery, Faculty of Medicine, University Hospital of Cologne, Kerpener Str. 62, Joseph-Stelzmann Strasse 24, 50931, Cologne, Germany
| | - Max Joseph Scheyerer
- Department for Orthopaedic and Trauma Surgery, Faculty of Medicine, University Hospital of Cologne, Kerpener Str. 62, Joseph-Stelzmann Strasse 24, 50931, Cologne, Germany
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Mariscal G, Nuñez JH, Figueira P, Malo A, Montiel V, López MA, Castro M, Barrios C, Fern PD. Validation of the concavity-convexity quotient as a new method to measure the magnitude of scoliosis. JOURNAL OF CRANIOVERTEBRAL JUNCTION AND SPINE 2020; 11:31-35. [PMID: 32549710 PMCID: PMC7274366 DOI: 10.4103/jcvjs.jcvjs_22_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 02/25/2020] [Indexed: 11/04/2022] Open
Abstract
Objectives We propose a novel and simple method to determine the magnitude of the curve in scoliosis and its correlation with the Cobb angle. Methods Using multiple rounds of nominal group technique and an established consensus-building methodology, a multidisciplinary research group identified a simple method to value the curve deformity based on the vertebral pedicles. Measurements A mathematical study was performed to determine the relationship between the Cobb angle and the concavity-convexity quotient (CCQ). To evaluate the clinical correlation between the Cobb angle and CCQ, spine surgeons measured 48 curves (before and after follow-up) of congenital scoliosis. Results This quotient reflects the ratio between the distance from the upper end of the most inclined upper vertebra to the lower end of the most inclined lower vertebra on the concave side (A-distance) and the corresponding distance on the convex side of the curve (B-distance). The existing mathematical relationship is based on changing the explicit coordinates to polar coordinates. Finally, the clinical correlation between the Cobb angle and CCQ was statistically significant (r = -0.688; P < 0.001 in first measure and r = -0.789; P < 0.001 in the second measure). Conclusions Our study provides Level III evidence that CCQ represents a promising alternative or a complementary method to the traditional Cobb angle due to its simple and reliable ability to measure the magnitude of the curve.
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Affiliation(s)
- Gonzalo Mariscal
- Institute for Research on Musculoskeletal Disorders, Valencia Catholic University, Valencia, Spain
| | - Jorge H Nuñez
- Department of Traumatology and Orthopedic Surgery, University Hospital Sant Joan de Deu, L'Hospitalet de Llobregat, Terrassa, Spain.,Spine Unit, Department of Traumatology and Orthopedic Surgery, Spine Unit, University Hospital of Mutua Terrassa, Terrassa, Spain
| | - Paulo Figueira
- Department of Orthopedic Surgery, Curry Cabral Hospital, Lisbon, Portugal
| | - Ana Malo
- Department of Traumatology and Orthopedic Surgery, University of Navarra Clinic, Pamplona, Spain
| | - Verónica Montiel
- Department of Traumatology and Orthopedic Surgery, University Hospital Sant Joan de Deu, L'Hospitalet de Llobregat, Terrassa, Spain
| | - Miguel A López
- Department of Mathematics, Polytechnic University School, Castilla-La Mancha University, Ciudad Real, Coruña, Spain
| | - Miguel Castro
- Departmet of Orthopedic Surgery, A Coruña University Hospital, Coruña, Spain
| | - Carlos Barrios
- Institute for Research on Musculoskeletal Disorders, Valencia Catholic University, Valencia, Spain
| | - Pedro Domenech Fern
- Department of Orthopedic Surgery, University and Polytechnic La Fe Hospital, Valencia, Spain
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Curve severity and apical vertebral rotation and their association with curve flexibility in adolescent idiopathic scoliosis. Musculoskelet Surg 2020; 105:303-308. [PMID: 32323201 PMCID: PMC8578183 DOI: 10.1007/s12306-020-00660-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 04/11/2020] [Indexed: 11/24/2022]
Abstract
Purpose To determine the association between coronal Cobb’s angle and Nash–Moe index in patients with adolescent idiopathic scoliosis. We also attempted to determine whether apical vertebral derotation depended upon the curve flexibility. Overview of literature The three-dimensional nature of adolescent idiopathic scoliosis (AIS) is well established. Knowledge of all components of this complex deformity is essential to formulate effective treatment strategies. Though the importance of quantifying all the components of the deformity, in AIS, has been analysed in detail, very few studies have been done to ascertain the relationship between the coronal plane deformity and apical vertebral rotation. Methods Digitalised standing and supine stretch anteroposterior (AP) radiographs of 158 patients with AIS were analysed. The standing and supine stretch AP radiographs were compared to calculate the percentage reduction of Cobb’s angle to determine curve flexibility. The derotation of the apical vertebra on application of traction was also noted. The one-way repeated ANOVA was used to determine the association between Cobb’s angle and Nash–Moe index. The independent sample t test was used to determine whether a statistically significant difference was present, in the age of the patient, severity of the curve and percentage reduction of Cobb’s angle between those curves that derotated and those that did not, when stretched. Results The one-way repeated ANOVA revealed an association between Cobb’s angle and Nash–Moe index on the standing and supine AP stretch radiographs (P < 0.01). The Independent sample t-test showed a statistically significant difference in percentage reduction of Cobb’s angle between those curves that derotated compared to those that did not, on stretch (P < 0.01). Conclusions This study demonstrates that there is an association between apical vertebral rotation and the coronal plane deformity. It also demonstrates that flexible curves derotate to a greater extent compared to rigid curves, when stretched.
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Lv P, Chen J, Dong L, Wang L, Deng Y, Li K, Huang X, Zhang C. Evaluation of Scoliosis With a Commercially Available Ultrasound System. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2020; 39:29-36. [PMID: 31190407 DOI: 10.1002/jum.15068] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 05/10/2019] [Accepted: 05/19/2019] [Indexed: 06/09/2023]
Abstract
OBJECTIVES Currently, radiography with measurement of the Cobb angle is still considered the reference standard for diagnosing scoliosis. However, the ionizing radiation hazard is drawing wide attention. Can 3-dimensional (3D) ultrasound (US) be an alternative modality for diagnosing and monitoring patients with scoliosis? The aim of our study was to assess the reliability and validity of 3D US imaging in the evaluation of scoliosis. METHODS A commercially available ultrasound system with a magnetic tracking system was selected for long-distance 3D US imaging. Straight phantoms and curved phantoms were scanned with the imaging system to evaluate the stability of the system for curvature measurements. Eight healthy adult volunteers and 28 patients with scoliosis were recruited for long-distance 3D US imaging. The intraclass correlation coefficient was used to test the reproducibility of the interobserver and intraobserver measurements for both the healthy adults and patients with scoliosis. A linear regression analysis and Bland-Altman plot were used to analyze the correlation and to determine the extent of agreement between the angles measured on US images and the Cobb angles measured on conventional radiographs. RESULTS The 28 patients with scoliosis included 10 male and 18 female patients aged 8 to 37 years (mean age ± SD, 17.7 ± 1.4 years; body mass index, <25 kg/m2 ). In the phantom study, there was no statistically significant difference between the angles measured by the 3D US imaging system and those measured by an angle gauge (P > 0.05). In the clinical study, there was very good interobserver and intraobserver reliability (intraclass correlation coefficients, >0.90) for the US imaging system, with a high correlation (r2 = 0.92) and agreement between the US and radiographic methods. CONCLUSIONS The long-distance 3D US imaging system offers a viable modality for diagnosing and monitoring scoliosis without radiation.
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Affiliation(s)
- Pin Lv
- Departments of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jingyuan Chen
- Departments of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lujie Dong
- Departments of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Li Wang
- Departments of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Youbin Deng
- Departments of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kaiyan Li
- Departments of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaolin Huang
- Departments of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chao Zhang
- Departments of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Wong YS, Lai KKL, Zheng YP, Wong LLN, Ng BKW, Hung ALH, Yip BHK, Chu WCW, Ng AWH, Qiu Y, Cheng JCY, Lam TP. Is Radiation-Free Ultrasound Accurate for Quantitative Assessment of Spinal Deformity in Idiopathic Scoliosis (IS): A Detailed Analysis With EOS Radiography on 952 Patients. ULTRASOUND IN MEDICINE & BIOLOGY 2019; 45:2866-2877. [PMID: 31399250 DOI: 10.1016/j.ultrasmedbio.2019.07.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Revised: 06/21/2019] [Accepted: 07/05/2019] [Indexed: 06/10/2023]
Abstract
Radiation exposure with repeated radiography required at follow-up poses serious health concerns for scoliosis patients. Although spinous process angle (SPA) measurement of spinal curvatures with ultrasound has been reported with promising results, an evidence-based account on its accuracy for translational application remains undefined. This prospective study involved 952 idiopathic scoliosis patients (75.7% female, mean age 16.7 ± 3.0 y, Cobb 28.7 ± 11.6°). Among 1432 curves (88.1%) detected by ultrasound, there was good correlation between radiologic Cobb angles measured manually on EOS (E_Cobb) whole-spine radiographs and automatic ultrasound SPA measurement for upper spinal curves (USCs) (r = 0.873, apices T7-T12/L1 intervertebral disc) and lower spinal curves (LSCs) (r = 0.740, apices L1 or below) (p < 0.001). Taller stature was associated with stronger correlation. For E_Cobb <30°, 66.6% USCs and 62.4% LSCs had absolute differences between E_Cobb and predicted Cobb angle calculated from SPA ≤5°. Ultrasound could be a viable option in lieu of radiography for measuring coronal curves with apices at T7 or lower and Cobb angle <30°.
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Affiliation(s)
- Yi-Shun Wong
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Kelly Ka-Lee Lai
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | - Yong-Ping Zheng
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | - Lyn Lee-Ning Wong
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Bobby Kin-Wah Ng
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Alec Lik-Hang Hung
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Benjamin Hon-Kei Yip
- Division of Family Medicine and Primary Health Care, The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Winnie Chiu-Wing Chu
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Alex Wing-Hung Ng
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Yong Qiu
- Spine Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China; Joint Scoliosis Research Center of the Chinese University of Hong Kong and Nanjing University, Nanjing, China
| | - Jack Chun-Yiu Cheng
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR; Joint Scoliosis Research Center of the Chinese University of Hong Kong and Nanjing University, Nanjing, China; SH Ho Scoliosis Research Laboratory, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR
| | - Tsz-Ping Lam
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR; Joint Scoliosis Research Center of the Chinese University of Hong Kong and Nanjing University, Nanjing, China; SH Ho Scoliosis Research Laboratory, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR.
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Ferràs-Tarragó J, Valencia JMM, Belmar PR, Vergara SP, Gómez PJ, Hermida JLB, Hermida PB, Hermida TB. Cobb angle measurement with a conventional convex echography probe and a smartphone. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2019; 28:1955-1961. [PMID: 31201564 DOI: 10.1007/s00586-019-06030-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 06/05/2019] [Accepted: 06/10/2019] [Indexed: 11/26/2022]
Abstract
BACKGROUND CONTEXT Serial X-rays are needed during the follow-up of adolescent idiopathic scoliosis. They are done every 6 or 3 months in cases of high risk of progression. Thanks to the advances in ultrasound techniques, deformity measurement systems free from ionizing radiations have been validated, although spinal surgeons did not use them routinely due to the need of special software. OBJECTIVE The aim of our work is to assess the reproducibility and correlation of an ultrasound measuring system based on the positioning of the transverse processes. STUDY DESIGN Prospective, single center, randomized, triple blinded. METHODS Two independent researchers trained in ultrasound examined the spinal deformities of 31 children. The measurements were compared against those performed with an X-ray by three scoliosis expert surgeons. Statistics were performed by an independent researcher. Parametric methods were used. RESULTS We found a 95% [(0.91-0.97) p < 2.2e-16] correlation between the degree of scoliosis measured with the proposed ultrasound system and the 30 cm × 90 cm X-rays in standing position. There was an intra-observer reliability of 97% [r-squared = 0.97; CI 95% (0.95-0.98) p < 2.2e-16] and an inter-observer reliability of 95% [r-squared = 0.95; CI 95% (0.90-0.97) p < 2.2e-16]. CONCLUSIONS An approximation of the Cobb angle measure is possible with ultrasound by using the transverse processes as reference. This is a very rapid and simple system for assessing the principal spinal deformity measure in young people, although it does not allow estimating the associated axial or sagittal rotation. These slides can be retrieved under Electronic Supplementary Material.
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Affiliation(s)
- Joan Ferràs-Tarragó
- La Fe Hospital, Valencia, Spain.
- , Jorge Juan Street, 14 Bis, 4th, 7th, Castellón de la Plana, Spain.
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Abstract
BACKGROUND Scoliosis is a common deformity, and its severity is usually assessed by measuring the Cobb angle on the spinal X-ray film. The measurement of the Cobb angle is an important basis for selecting therapeutic methods and evaluating therapeutic effects. To measure and calculate the scoliosis Cobb angle by end vertebra tilt angle method (tilt angle method) and assess its accuracy and usability. METHODS It is deduced that the Cobb angle is the sum of upper and lower end vertebra tilt angles through the law of plane geometry. The project included 32 patients with scoliosis who have received treatment in our hospital from June 2011 to July 2016, whose Cobb angles were measured at various segments (total 50). The measuring results of the tilt angle method and the classical method were compared, and the time spent for the measurement of the two groups was respectively recorded with an electronic stopwatch for comparison. The interference of line marking in imaging data pixel in the two groups was compared using Beyond Compare software. RESULTS The measuring results through PACS (picture archiving and communication systems) were regarded as the reference standard. There was no statistical difference for measuring the Cobb angle between the PACS method, end vertebra tilt angle method, and classical method. The end vertebra tilt angle method takes less measuring time than the classical method. The measuring error between the classical method and the tilt angle method showed no statistical significance for the difference. CONCLUSION The scoliosis Cobb angle can be measured accurately and rapidly using the principle of the Cobb angle being equal to the sum of tilt angles of the upper and lower end vertebra, where in the film data of imaging will not be easily contaminated. Under special conditions, the average measuring error is ± 3°.
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Guo J, Deng XC, Ling QJ, Yin ZX, He EX. Reliability analysis of Cobb measurement in degenerative lumbar scoliosis using endplate versus pedicle as bony landmarks. Postgrad Med 2017. [PMID: 28627954 DOI: 10.1080/00325481.2017.1343645] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVES Degenerative changes of endplates in older patients and tilting of vertebral body in lumbosacral lordosis could make an accurate identification of endplates for the Cobb measurement difficult. Pedicles have been proposed as alternative landmarks because they are usually better visualized, and offer similar clinical validity to the endplates. The objective of this study was to investigate the reliability of the pedicle method of Cobb measurement in degenerative lumbar scoliosis and compare it with the traditional endplate method. METHODS Two hundred and eighty-four radiographs of degenerative lumbar scoliosis were evaluated. The radiographs were classified into groups based on the patient's age (< 60 years, 60 to 80 years, and > 80 years), level of lower end vertebra (LEV) (LEV at L5, and LEV at or above L4), and curve severity (< 20°, 20° to 40°, and > 40°). Three observers independently measured the radiographs using the endplate and pedicle methods twice with an interval of 1 week. The intra- and interobserver reliabilities were calculated using intraclass correlation coefficients (ICC). RESULTS The intra- and interobserver ICC values were better for all observers in the > 80 years age group using the pedicle method. The intraobserver ICC values of pedicle method were also better in the LEV at L5 group, and the interobserver ICC values showed a slightly better consistency with the pedicle method. For patients with > 40° curves, the intraobserver ICC values for all observers as well as interobserver ICC values were better using the endplate method. CONCLUSION The reliabilities of the endplate and pedicle methods for degenerative lumbar scoliosis were both excellent. The pedicle method might be better in older patients (> 80 years) and those with LEV at L5; while the endplate method could have some strength in severe cases (> 40°).
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Affiliation(s)
- Jing Guo
- a Spine Surgery , The First Affiliated Hospital of Guangzhou Medical University , Guangzhou , China.,b Guangzhou Orthopaedic Institute , Guangzhou , China
| | - Xian-Chao Deng
- a Spine Surgery , The First Affiliated Hospital of Guangzhou Medical University , Guangzhou , China.,b Guangzhou Orthopaedic Institute , Guangzhou , China
| | - Qin-Jie Ling
- a Spine Surgery , The First Affiliated Hospital of Guangzhou Medical University , Guangzhou , China.,b Guangzhou Orthopaedic Institute , Guangzhou , China
| | - Zhi-Xun Yin
- a Spine Surgery , The First Affiliated Hospital of Guangzhou Medical University , Guangzhou , China.,b Guangzhou Orthopaedic Institute , Guangzhou , China
| | - Er-Xing He
- a Spine Surgery , The First Affiliated Hospital of Guangzhou Medical University , Guangzhou , China.,b Guangzhou Orthopaedic Institute , Guangzhou , China
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Zheng YP, Lee TTY, Lai KKL, Yip BHK, Zhou GQ, Jiang WW, Cheung JCW, Wong MS, Ng BKW, Cheng JCY, Lam TP. A reliability and validity study for Scolioscan: a radiation-free scoliosis assessment system using 3D ultrasound imaging. SCOLIOSIS AND SPINAL DISORDERS 2016; 11:13. [PMID: 27299162 PMCID: PMC4900244 DOI: 10.1186/s13013-016-0074-y] [Citation(s) in RCA: 87] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 05/12/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND Radiographic evaluation for patients with scoliosis using Cobb method is the current gold standard, but radiography has radiation hazards. Several groups have recently demonstrated the feasibility of using 3D ultrasound for the evaluation of scoliosis. Ultrasound imaging is radiation-free, comparatively more accessible, and inexpensive. However, a reliable and valid 3D ultrasound system ready for clinical scoliosis assessment has not yet been reported. Scolioscan is a newly developed system targeted for scoliosis assessment in clinics by using coronal images of spine generated by a 3D ultrasound volume projection imaging method. The aim of this study is to test the reliability of spine deformity measurement of Scolioscan and its validity compared to the gold standard Cobb angle measurements from radiography in adolescent idiopathic scoliosis (AIS) patients. METHODS Prospective study divided into two stages: 1) Investigation of intra- and inter- reliability between two operators for acquiring images using Scolioscan and among three raters for measuring spinal curves from those images; 2) Correlation between the Cobb angle obtained from radiography by a medical doctor and the spine curve angle obtained using Scolioscan (Scolioscan angle). The raters for ultrasound images and the doctors for evaluating radiographic images were mutually blinded. The two stages of tests involved 20 (80 % females, total of 26 angles, age of 16.4 ± 2.7 years, and Cobb angle of 27.6 ± 11.8°) and 49 (69 % female, 73 angles, 15.8 ± 2.7 years and 24.8 ± 9.7°) AIS patients, respectively. Intra-class correlation coefficients (ICC) and Bland-Altman plots and root-mean-square differences (RMS) were employed to determine correlations, which interpreted based on defined criteria. RESULTS We demonstrated a very good intra-rater and intra-operator reliability for Scolioscan angle measurement with ICC larger than 0.94 and 0.88, respectively. Very good inter-rater and inter-operator reliability was also demonstrated, with both ICC larger than 0.87. For the thoracic deformity measurement, the RMS were 2.5 and 3.3° in the intra- and inter-operator tests, and 1.5 and 3.6° in the intra- and inter-rater tests, respectively. The RMS differences were 3.1, 3.1, 1.6, 3.7° in the intra- and inter-operator and intra- and inter-rater tests, respectively, for the lumbar angle measurement. Moderate to strong correlations (R(2) > 0.72) were observed between the Scolioscan angles and Cobb angles for both the thoracic and lumbar regions. It was noted that the Scolioscan angle slightly underestimated the spinal deformity in comparison with Cobb angle, and an overall regression equation y = 1.1797x (R(2) = 0.76) could be used to translate the Scolioscan angle (x) to Cobb angle (y) for this group of patients. The RMS difference between Scolioscan angle and Cobb angle was 4.7 and 6.2°, with and without the correlation using the overall regression equation. CONCLUSIONS We showed that Scolioscan is reliable for measuring coronal deformity for patients with AIS and appears promising in screening large numbers of patients, for progress monitoring, and evaluation of treatment outcomes. Due to it being radiation-free and relatively low-cost, Scolioscan has potential to be widely implemented and may contribute to reducing radiation dose during serial monitoring.
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Affiliation(s)
- Yong-Ping Zheng
- />Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People’s Republic of China
| | - Timothy Tin-Yan Lee
- />Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People’s Republic of China
| | - Kelly Ka-Lee Lai
- />Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People’s Republic of China
| | - Benjamin Hon-Kei Yip
- />School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, People’s Republic of China
| | - Guang-Quan Zhou
- />Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People’s Republic of China
| | - Wei-Wei Jiang
- />Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People’s Republic of China
| | - James Chung-Wai Cheung
- />Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People’s Republic of China
| | - Man-Sang Wong
- />Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People’s Republic of China
| | - Bobby King-Wah Ng
- />Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, People’s Republic of China
| | - Jack Chun-Yiu Cheng
- />Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, People’s Republic of China
| | - Tsz-Ping Lam
- />Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, People’s Republic of China
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Characterizing the differences between the 2D and 3D measurements of spine in adolescent idiopathic scoliosis. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2016; 25:3137-3145. [PMID: 27146809 DOI: 10.1007/s00586-016-4582-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Revised: 04/25/2016] [Accepted: 04/26/2016] [Indexed: 10/21/2022]
Abstract
PURPOSE Although adolescent idiopathic scoliosis (AIS) is known to impact the 3D orientation of the spine and pelvis, the impact of the vertebral position relative to the X-ray scanner on the agreement between 2D and 3D measurements of a curve has not been evaluated. The purpose of this study was to investigate the agreement between 2D and 3D measurements of the scoliotic curve as a function of the 3D spinal parameters in AIS. METHODS Three independent observers measured the thoracic and lumbar Cobb angles, Kyphosis, and lordosis on the posterior-anterior and lateral X-rays of AIS patients. The 3D reconstructions were created from bi-planar X-rays and the 3D spinal parameters were calculated in both radio and patient planes using SterEOS software. The degree of agreement between the 2D and 3D measurements was tested and its relationship with the curve axial rotation was determined. RESULTS 2D and 3D measurements of the sagittal plane spinal parameters were significantly different (p < 0.05). The differences between the 2D and 3D measurements were related to the apical vertebrae rotation, the orientation of the plane of maximum curvature, pelvic axial rotation, and the curve magnitude. Differences between the radio plane and patient plane measurements were related to the pelvic axial rotation, Cobb angles, and apical vertebrae rotation, p < 0.05. CONCLUSION Clinically and statistically significant differences were observed between the 2D and 3D measurements of the scoliotic spine. The differences between the 2D and 3D techniques were significant in sagittal plane and were related to the spinal curve and pelvic rotation in transverse plane.
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Three-dimensional morphology study of surgical adolescent idiopathic scoliosis patient from encoded geometric models. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2016; 25:3104-3113. [PMID: 26851954 DOI: 10.1007/s00586-016-4426-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Revised: 01/12/2016] [Accepted: 01/27/2016] [Indexed: 10/22/2022]
Abstract
PURPOSE The classification of three-dimensional (3D) spinal deformities remains an open question in adolescent idiopathic scoliosis. Recent studies have investigated pattern classification based on explicit clinical parameters. An emerging trend however seeks to simplify complex spine geometries and capture the predominant modes of variability of the deformation. The objective of this study is to perform a 3D characterization and morphology analysis of the thoracic and thoraco/lumbar scoliotic spines (cross-sectional study). The presence of subgroups within all Lenke types will be investigated by analyzing a simplified representation of the geometric 3D reconstruction of a patient's spine, and to establish the basis for a new classification approach based on a machine learning algorithm. METHODS Three-dimensional reconstructions of coronal and sagittal standing radiographs of 663 patients, for a total of 915 visits, covering all types of deformities in adolescent idiopathic scoliosis (single, double and triple curves) and reviewed by the 3D Classification Committee of the Scoliosis Research Society, were analyzed using a machine learning algorithm based on stacked auto-encoders. The codes produced for each 3D reconstruction would be then grouped together using an unsupervised clustering method. For each identified cluster, Cobb angle and orientation of the plane of maximum curvature in the thoracic and lumbar curves, axial rotation of the apical vertebrae, kyphosis (T4-T12), lordosis (L1-S1) and pelvic incidence were obtained. No assumptions were made regarding grouping tendencies in the data nor were the number of clusters predefined. RESULTS Eleven groups were revealed from the 915 visits, wherein the location of the main curve, kyphosis and lordosis were the three major discriminating factors with slight overlap between groups. Two main groups emerge among the eleven different clusters of patients: a first with small thoracic deformities and large lumbar deformities, while the other with large thoracic deformities and small lumbar curvature. The main factor that allowed identifying eleven distinct subgroups within the surgical patients (major curves) from Lenke type-1 to type-6 curves, was the location of the apical vertebra as identified by the planes of maximum curvature obtained in both thoracic and thoraco/lumbar segments. Both hypokyphotic and hyperkypothic clusters were primarily composed of Lenke 1-4 curve type patients, while a hyperlordotic cluster was composed of Lenke 5 and 6 curve type patients. CONCLUSION The stacked auto-encoder analysis technique helped to simplify the complex nature of 3D spine models, while preserving the intrinsic properties that are typically measured with explicit parameters derived from the 3D reconstruction.
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Matamalas A, Bagó J, D'Agata E, Pellisé F. Reliability and validity study of measurements on digital photography to evaluate shoulder balance in idiopathic scoliosis. SCOLIOSIS 2014; 9:23. [PMID: 25520746 PMCID: PMC4269069 DOI: 10.1186/s13013-014-0023-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Accepted: 11/30/2014] [Indexed: 11/29/2022]
Abstract
Objective To determine the validity of digital photography as an evaluation method for shoulder balance (ShB) in patients with idiopathic scoliosis. Material and methods A total of 80 patients were included (mean age 20.3 years; 85% women). We obtained a full x-ray of the vertebral column and front and back clinical photography for all patients. For antero-posterior x-rays we measured the proximal thoracic curve angles (CPT). To evaluate radiological shoulder balance we calculated the clavicle-rib intersection angle (CRIA) and T1-tilt. For clinical photography we measured shoulder height angle (SHA), axilla height angle (AHA) and the left right trapezium angle (LRTA). We analyzed the reliability of the different photographic measurements and the correlation between these and the radiological parameters. Results The mean magnitude of PTC, CRIA and T1-tilt were 19°, −0.6° and 1.4° respectively. Mean SHA from the front was −1.7°. All photographic measurements revealed an excellent-near perfect intra and inter-observer reliability in both photographic projections. No correlation was found between the ShB and the magnitude of the PTC. A statistically significant correlation was found between clinical balance of the shoulders and radiological balance (r between 0.37 and 0.51). Conclusions Digital clinical photography appears to be a reliable method for objective clinical measurement of ShB. The correlation between clinical and radiological balance is statistically significant although moderate/weak. Electronic supplementary material The online version of this article (doi:10.1186/s13013-014-0023-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Antonia Matamalas
- Department of Orthopaedic Surgery, Hospital Vall d'Hebron, P Vall d'Hebron, 119, 08035 Barcelona, Spain
| | - Juan Bagó
- Department of Orthopaedic Surgery, Hospital Vall d'Hebron, P Vall d'Hebron, 119, 08035 Barcelona, Spain
| | - Elisabetta D'Agata
- Research Institute, Hospital Vall d'Hebrón, P Vall d'Hebrón, 119, 08035 Barcelona, Spain
| | - Ferran Pellisé
- Department of Orthopaedic Surgery, Hospital Vall d'Hebron, P Vall d'Hebron, 119, 08035 Barcelona, Spain
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