Pub Date : 2026-02-07DOI: 10.1007/s43390-026-01295-0
Ramana Kolady, Kevin Yoon, Cindy Wang, Linus Lee, Mark Ehioghae, Jonthan P Japa, Ruijie Yin, Mina Botros, Addisu Mesfin
Purpose: The current body of literature has examined both pediatric and adult patients in concert with respect to single- versus dual-surgeon treatment of spinal deformity; however, to our knowledge, pediatric and adult outcomes have not yet been reported independently. We hypothesize that the favorable outcomes seen in pediatric spine deformity with a dual-surgeon approach may also extend to adult spinal deformity patients.
Methods: Databases were searched for studies involving surgeries around spinal deformities and the use of dual or single surgeons. For both dual- and single-surgeon group, details on rates of complications, operating room times, lengths of stay, blood loss, rates of transfusion, and reoperation rates were recorded. Categorical variables were reported in pooled odds ratio (OR) and continuous variables were reported in standardized mean difference (SMD). Alpha value of less than 0.05 was considered significant.
Results: In adults, the dual-surgeon approach was associated with decreased risk of complications (OR = 0.31, 95% CI, 0.21-0.46; p < 0.01). In pediatrics, the dual-surgeon approach was associated with a decreased length of stay (SMD = -0.93 days, 95% CI: -1.25 - -0.61; p < 0.01) and operating time (SMD = -82.20 min, 95% CI: -114.28 - -51.32; p < 0.01).
Conclusion: The results of this study demonstrated statistically significant decrease in length of stay and operative duration with a dual-surgeon team in pediatric patients. In adults, a dual-surgeon team had correlated with a significant decreased rate of complications. There exists a lack of sufficient adult data to determine differences in operative duration, length of stay, and blood loss. Further investigation may utilize larger datasets to better understand the impacts of the dual-surgeon approach for both adult and pediatric populations.
{"title":"Single- versus dual-surgeon outcomes in adult and pediatric spinal deformity patients: systematic review and meta-analysis.","authors":"Ramana Kolady, Kevin Yoon, Cindy Wang, Linus Lee, Mark Ehioghae, Jonthan P Japa, Ruijie Yin, Mina Botros, Addisu Mesfin","doi":"10.1007/s43390-026-01295-0","DOIUrl":"https://doi.org/10.1007/s43390-026-01295-0","url":null,"abstract":"<p><strong>Purpose: </strong>The current body of literature has examined both pediatric and adult patients in concert with respect to single- versus dual-surgeon treatment of spinal deformity; however, to our knowledge, pediatric and adult outcomes have not yet been reported independently. We hypothesize that the favorable outcomes seen in pediatric spine deformity with a dual-surgeon approach may also extend to adult spinal deformity patients.</p><p><strong>Methods: </strong>Databases were searched for studies involving surgeries around spinal deformities and the use of dual or single surgeons. For both dual- and single-surgeon group, details on rates of complications, operating room times, lengths of stay, blood loss, rates of transfusion, and reoperation rates were recorded. Categorical variables were reported in pooled odds ratio (OR) and continuous variables were reported in standardized mean difference (SMD). Alpha value of less than 0.05 was considered significant.</p><p><strong>Results: </strong>In adults, the dual-surgeon approach was associated with decreased risk of complications (OR = 0.31, 95% CI, 0.21-0.46; p < 0.01). In pediatrics, the dual-surgeon approach was associated with a decreased length of stay (SMD = -0.93 days, 95% CI: -1.25 - -0.61; p < 0.01) and operating time (SMD = -82.20 min, 95% CI: -114.28 - -51.32; p < 0.01).</p><p><strong>Conclusion: </strong>The results of this study demonstrated statistically significant decrease in length of stay and operative duration with a dual-surgeon team in pediatric patients. In adults, a dual-surgeon team had correlated with a significant decreased rate of complications. There exists a lack of sufficient adult data to determine differences in operative duration, length of stay, and blood loss. Further investigation may utilize larger datasets to better understand the impacts of the dual-surgeon approach for both adult and pediatric populations.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1007/s43390-026-01294-1
Sadegh Bagherzadeh, Faramarz Roohollahi, Natalie J Bales, Anjali Pradhan, Sawyer Bauer, Katherine E Baker, Joshua Vignolles-Jeong, Dana Saleh, Diego Soto Rubio, Patrick Kim, Waseem Aziz, Mark Greenberg, Mohsen Rostami, Puya Alikhani
Purpose: To compare radiographic outcomes, patient-reported outcomes (PROs), and complications between L5 and sacropelvic fixation as the lowest instrumented vertebra (LIV) in long-segment fusion for adult spinal deformity (ASD).
Methods: Following PRISMA 2020 guidelines, PubMed, Web of Science, Scopus, and Embase were searched for studies comparing L5 vs. pelvic fixation in ASD. Studies with Newcastle-Ottawa Scale (NOS) ≥ 7 were included. Extracted data included demographics, radiographic parameters [pelvic tilt (PT), lumbar lordosis (LL), sagittal vertical axis (SVA)], complications, and PROs [Scoliosis Research Society (SRS) and Oswestry Disability Index (OD)]. Meta-analysis used standardized mean differences (SMD) and odds ratios (OR). Heterogeneity was assessed with I2, and publication bias with Egger's test.
Results: Nine studies (1196 patients; mean age 67.5 years; mean follow-up 36.5 months) were included. Pelvic fixation achieved better sagittal correction: lower PT (SMD 0.88, p = 0.005), higher LL (SMD - 0.76, p < 0.001), and lower SVA (SMD 0.82, p = 0.016). PROs were similar at baseline and follow-up (all p > 0.05). L5 fixation had shorter operative time (SMD - 0.78, p = 0.005) but higher distal junctional failure (DJF) risk (OR 2.62, p = 0.002). Predictors of DJF with L5 LIV included older age, extensive fusion, high pelvic incidence, facet degeneration, and poor baseline sagittal balance.
Conclusions: Pelvic fixation provides superior sagittal correction with comparable PROs and overall complications, while L5 fixation carries a 2.6-fold higher DJF risk. LIV selection must be individualized; pelvic fixation is strongly recommended for patients with advanced age (> 66 years), high pelvic incidence (> 52°), or severe sagittal malalignment to mitigate mechanical failure. PROSPERO ID Number: CRD420251129518.
目的:比较L5和骶盆腔固定作为成人脊柱畸形(ASD)长节段融合术中最低固定椎体(LIV)的影像学结果、患者报告的结果(PROs)和并发症。方法:根据PRISMA 2020指南,检索PubMed、Web of Science、Scopus和Embase,比较L5与盆腔固定治疗ASD的研究。纳入纽卡斯尔-渥太华量表(NOS)≥7的研究。提取的数据包括人口统计学、影像学参数[骨盆倾斜(PT)、腰椎前凸(LL)、矢状垂直轴(SVA)]、并发症和PROs[脊柱侧凸研究会(SRS)和Oswestry残疾指数(OD)]。meta分析采用标准化平均差异(SMD)和优势比(OR)。异质性采用I2评估,发表偏倚采用Egger检验。结果:纳入9项研究(1196例患者,平均年龄67.5岁,平均随访36.5个月)。骨盆固定获得了更好的矢状面矫正:较低的PT (SMD - 0.88, p = 0.005),较高的LL (SMD - 0.76, p 0.05)。L5内固定手术时间较短(SMD = 0.78, p = 0.005),但远端结功能衰竭(DJF)风险较高(OR = 2.62, p = 0.002)。DJF合并L5 LIV的预测因素包括年龄较大、广泛融合、骨盆发生率高、关节突变性和基线矢状平衡差。结论:骨盆固定提供了更好的矢状面矫正,其PROs和总体并发症相当,而L5固定具有2.6倍的DJF风险。LIV的选择必须个性化;强烈建议高龄(> ~ 66岁)、高骨盆发生率(> ~ 52°)或严重矢状面错位的患者进行骨盆固定,以减轻机械故障。普洛斯彼罗ID号:CRD420251129518。
{"title":"L5 vs. pelvic fixation as the lowest instrumented vertebra in long-segment fusion for adult spinal deformity: a systematic review and meta-analysis.","authors":"Sadegh Bagherzadeh, Faramarz Roohollahi, Natalie J Bales, Anjali Pradhan, Sawyer Bauer, Katherine E Baker, Joshua Vignolles-Jeong, Dana Saleh, Diego Soto Rubio, Patrick Kim, Waseem Aziz, Mark Greenberg, Mohsen Rostami, Puya Alikhani","doi":"10.1007/s43390-026-01294-1","DOIUrl":"https://doi.org/10.1007/s43390-026-01294-1","url":null,"abstract":"<p><strong>Purpose: </strong>To compare radiographic outcomes, patient-reported outcomes (PROs), and complications between L5 and sacropelvic fixation as the lowest instrumented vertebra (LIV) in long-segment fusion for adult spinal deformity (ASD).</p><p><strong>Methods: </strong>Following PRISMA 2020 guidelines, PubMed, Web of Science, Scopus, and Embase were searched for studies comparing L5 vs. pelvic fixation in ASD. Studies with Newcastle-Ottawa Scale (NOS) ≥ 7 were included. Extracted data included demographics, radiographic parameters [pelvic tilt (PT), lumbar lordosis (LL), sagittal vertical axis (SVA)], complications, and PROs [Scoliosis Research Society (SRS) and Oswestry Disability Index (OD)]. Meta-analysis used standardized mean differences (SMD) and odds ratios (OR). Heterogeneity was assessed with I<sup>2</sup>, and publication bias with Egger's test.</p><p><strong>Results: </strong>Nine studies (1196 patients; mean age 67.5 years; mean follow-up 36.5 months) were included. Pelvic fixation achieved better sagittal correction: lower PT (SMD 0.88, p = 0.005), higher LL (SMD - 0.76, p < 0.001), and lower SVA (SMD 0.82, p = 0.016). PROs were similar at baseline and follow-up (all p > 0.05). L5 fixation had shorter operative time (SMD - 0.78, p = 0.005) but higher distal junctional failure (DJF) risk (OR 2.62, p = 0.002). Predictors of DJF with L5 LIV included older age, extensive fusion, high pelvic incidence, facet degeneration, and poor baseline sagittal balance.</p><p><strong>Conclusions: </strong>Pelvic fixation provides superior sagittal correction with comparable PROs and overall complications, while L5 fixation carries a 2.6-fold higher DJF risk. LIV selection must be individualized; pelvic fixation is strongly recommended for patients with advanced age (> 66 years), high pelvic incidence (> 52°), or severe sagittal malalignment to mitigate mechanical failure. PROSPERO ID Number: CRD420251129518.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146114115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01DOI: 10.1007/s43390-026-01286-1
José María González-Ruiz, Andrea P Loayza, Stephan Rothstock
Scoliosis, the most common spinal deformity in adolescents, requires frequent radiographic follow-up, exposing patients to cumulative ionizing radiation with potential long-term risks. In response, recent efforts have explored radiation-free alternatives for Cobb angle estimation, but most fail to meet the clinical threshold of a minimum significant change of 5°. In this study, we aimed to develop and internally validate a fully automated method for predicting Cobb angle using 3D surface topography (ST) data and a linear regression model (LRM). Principal component analysis was used to reduce the dimensionality of the ST data, and several machine learning models were compared, including neural networks, XGBoost and Stacking. The LRM showed the best performance in the test set, with a mean absolute error (MAE) of 3.97°, a root Mean square error (RMSE) of 4.70°, and a strong correlation with the ground truth (r = 0.91). Residual analysis confirmed normality and homoscedasticity, supporting the robustness of the model. Importantly, the MAE fell below the clinically significant threshold of 5°, indicating the model's ability to detect minimal but critical changes in spinal curvature. These results outperform most previous non-radiographic methods and suggest that a simple, interpretable LRM, combined with open-source tools and ST data, offers a viable and scalable solution for non-invasive scoliosis monitoring. If externally validated, this method could reduce reliance on x-rays, thereby reducing radiation exposure while maintaining assessment accuracy.
{"title":"Radiation-free Cobb angle estimation in adolescent scoliosis using surface topography and a linear regression model.","authors":"José María González-Ruiz, Andrea P Loayza, Stephan Rothstock","doi":"10.1007/s43390-026-01286-1","DOIUrl":"https://doi.org/10.1007/s43390-026-01286-1","url":null,"abstract":"<p><p>Scoliosis, the most common spinal deformity in adolescents, requires frequent radiographic follow-up, exposing patients to cumulative ionizing radiation with potential long-term risks. In response, recent efforts have explored radiation-free alternatives for Cobb angle estimation, but most fail to meet the clinical threshold of a minimum significant change of 5°. In this study, we aimed to develop and internally validate a fully automated method for predicting Cobb angle using 3D surface topography (ST) data and a linear regression model (LRM). Principal component analysis was used to reduce the dimensionality of the ST data, and several machine learning models were compared, including neural networks, XGBoost and Stacking. The LRM showed the best performance in the test set, with a mean absolute error (MAE) of 3.97°, a root Mean square error (RMSE) of 4.70°, and a strong correlation with the ground truth (r = 0.91). Residual analysis confirmed normality and homoscedasticity, supporting the robustness of the model. Importantly, the MAE fell below the clinically significant threshold of 5°, indicating the model's ability to detect minimal but critical changes in spinal curvature. These results outperform most previous non-radiographic methods and suggest that a simple, interpretable LRM, combined with open-source tools and ST data, offers a viable and scalable solution for non-invasive scoliosis monitoring. If externally validated, this method could reduce reliance on x-rays, thereby reducing radiation exposure while maintaining assessment accuracy.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146097244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-31DOI: 10.1007/s43390-026-01299-w
Kishankumar Mahida, Snehal Rajendra Jagtap
{"title":"Letter to the Editor concerning \"Impact of preoperative mental health disorders on postoperative outcomes in patients with adolescent idiopathic scoliosis undergoing surgery\" by Vallee EK, et al. (Spine Deformity [2026]: doi:10.1007/s43390-026-01288-z).","authors":"Kishankumar Mahida, Snehal Rajendra Jagtap","doi":"10.1007/s43390-026-01299-w","DOIUrl":"https://doi.org/10.1007/s43390-026-01299-w","url":null,"abstract":"","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146097291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-31DOI: 10.1007/s43390-026-01293-2
Antti Juhani Saarinen
Background: The 24-item Early-Onset Scoliosis Questionnaire (EOSQ-24) is a condition-specific instrument to assess health-related quality of life in children with early-onset scoliosis (EOS). Previous studies have raised concerns regarding ceiling effects, i.e. clustering of scores at the upper limit, which may reduce the ability of the EOSQ-24 to detect clinical improvements.
Methods: A structured review of published clinical studies reporting EOSQ-24 scores was performed. Data were standardized to a 0-100 scale. For each domain weighted mean scores, standard deviations (SD), and ceiling effect percentages were calculated. A ceiling effect ≥ 15% was considered significant.
Results: Data from 16 studies were included. Significant ceiling effects were observed in the following domains: pulmonary function (28%), physical function (25%), overall satisfaction (22%), transfer (20%), financial burden (22%), daily living (18%), fatigue/energy level (18%), and emotion (16%). Lower ceiling effects were noted in general health, pain/discomfort, parental burden, and child/parent satisfaction domains.
Conclusions: Eight of EOSQ-24 domains exhibit marked ceiling effects, potentially limiting responsiveness to treatment effects in patients with high baseline function. These findings support consideration of revised scoring strategies or adjunctive measures in EOS outcome assessment. The presence of marked ceiling effect should be noted as a limitation in studies. Objective pulmonary function testing should be implemented in future studies.
{"title":"Ceiling effects in the EOSQ-24 may limit its ability to assess treatment outcomes in early-onset scoliosis.","authors":"Antti Juhani Saarinen","doi":"10.1007/s43390-026-01293-2","DOIUrl":"https://doi.org/10.1007/s43390-026-01293-2","url":null,"abstract":"<p><strong>Background: </strong>The 24-item Early-Onset Scoliosis Questionnaire (EOSQ-24) is a condition-specific instrument to assess health-related quality of life in children with early-onset scoliosis (EOS). Previous studies have raised concerns regarding ceiling effects, i.e. clustering of scores at the upper limit, which may reduce the ability of the EOSQ-24 to detect clinical improvements.</p><p><strong>Methods: </strong>A structured review of published clinical studies reporting EOSQ-24 scores was performed. Data were standardized to a 0-100 scale. For each domain weighted mean scores, standard deviations (SD), and ceiling effect percentages were calculated. A ceiling effect ≥ 15% was considered significant.</p><p><strong>Results: </strong>Data from 16 studies were included. Significant ceiling effects were observed in the following domains: pulmonary function (28%), physical function (25%), overall satisfaction (22%), transfer (20%), financial burden (22%), daily living (18%), fatigue/energy level (18%), and emotion (16%). Lower ceiling effects were noted in general health, pain/discomfort, parental burden, and child/parent satisfaction domains.</p><p><strong>Conclusions: </strong>Eight of EOSQ-24 domains exhibit marked ceiling effects, potentially limiting responsiveness to treatment effects in patients with high baseline function. These findings support consideration of revised scoring strategies or adjunctive measures in EOS outcome assessment. The presence of marked ceiling effect should be noted as a limitation in studies. Objective pulmonary function testing should be implemented in future studies.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146094024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1007/s43390-026-01282-5
Stefan Parent, Marjolaine Roy-Beaudry, Justin Dufresne, Rachelle Imbeault, Soraya Barchi, Marie Beauséjour
Purpose: Radiation-free tools, such as scoliometers, ultrasound, and Moiré topography, have been explored for monitoring Adolescent Idiopathic Scoliosis (AIS), but none have replaced the need for serial spinal radiographs. This study aimed to evaluate the accuracy and criterion validity of a new AI-powered digital health application using 3D surface topography to predict Cobb angles, with the goal of reducing radiation exposure and enabling home-based curve monitoring.
Methods: In a single-center observational study, 125 patients with confirmed or suspected scoliosis underwent smartphone-based 3D surface-topography scans in standing and forward-bending positions. Poor-quality scans (n = 20) were excluded. Radiographic Cobb angles were used as the gold standard. After random allocation, 79 scans formed the training set and 26 formed the validation set; external data (142 controls, 188 scoliosis patients) were added to strengthen training, and 25 controls were added to the test set. Accuracy was expressed as mean absolute error (MAE) and correlation with radiographs. Criterion validity was assessed by sensitivity, specificity, and AUC at clinically meaningful thresholds (10°, 25°, and 40°).
Results: Across 51 test scans (AIS + controls), the algorithm showed a strong correlation with radiographs (r = 0.922, 95% CI 0.866-0.955) and an MAE of 5.9° (95% CI 4.5-7.3). In AIS-only curves of 10-50°, the MAE was 6.4° (95% CI 4.4-8.3). At 10°, sensitivity was 0.962, specificity was 0.960, and AUC was 0.978. At 25°, sensitivity was 0.706, specificity was 0.853, and AUC was 0.917. At 40°, sensitivity was 0.667, specificity was 1.000, and AUC was 1.000.
Conclusion: This AI-driven 3D surface topography demonstrated high validity for non-radiographic Cobb angle prediction, particularly in mild-to-moderate AIS. It supports safer, more frequent, home-based monitoring, though refinements are needed for severe curves and patients with a higher BMI.
目的:无辐射的工具,如脊柱侧凸计、超声和莫尔透视,已被用于监测青少年特发性脊柱侧凸(AIS),但没有一个能取代连续脊柱x线片的需要。本研究旨在评估一种新的人工智能驱动的数字健康应用程序的准确性和标准有效性,该应用程序使用3D表面形貌来预测Cobb角,目的是减少辐射暴露并实现基于家庭的曲线监测。方法:在一项单中心观察性研究中,125名确诊或疑似脊柱侧凸的患者在站立和前屈姿势时接受了基于智能手机的3D表面形貌扫描。排除质量差的扫描(n = 20)。射线照相科布角作为金标准。随机分配后,79次扫描形成训练集,26次扫描形成验证集;增加外部数据(142例对照,188例侧凸患者)加强训练,并在测试集中增加25例对照。准确度表示为平均绝对误差(MAE)和与x线片的相关性。标准有效性通过敏感性、特异性和临床意义阈值(10°、25°和40°)的AUC来评估。结果:在51次测试扫描(AIS +对照)中,该算法显示与x线片有很强的相关性(r = 0.922, 95% CI 0.866-0.955), MAE为5.9°(95% CI 4.5-7.3)。在仅ais的10-50°曲线中,MAE为6.4°(95% CI 4.4-8.3)。在10°时,敏感性为0.962,特异性为0.960,AUC为0.978。在25°时,敏感性为0.706,特异性为0.853,AUC为0.917。在40°时,敏感性为0.667,特异性为1.000,AUC为1.000。结论:人工智能驱动的三维表面形貌对非放射学的Cobb角预测具有很高的有效性,特别是在轻度至中度AIS中。它支持更安全、更频繁、以家庭为基础的监测,但对于严重的曲线和BMI较高的患者需要改进。
{"title":"Artificial intelligence-driven 3D surface-topography app for screening and monitoring adolescent scoliosis: early results from a single institution.","authors":"Stefan Parent, Marjolaine Roy-Beaudry, Justin Dufresne, Rachelle Imbeault, Soraya Barchi, Marie Beauséjour","doi":"10.1007/s43390-026-01282-5","DOIUrl":"https://doi.org/10.1007/s43390-026-01282-5","url":null,"abstract":"<p><strong>Purpose: </strong>Radiation-free tools, such as scoliometers, ultrasound, and Moiré topography, have been explored for monitoring Adolescent Idiopathic Scoliosis (AIS), but none have replaced the need for serial spinal radiographs. This study aimed to evaluate the accuracy and criterion validity of a new AI-powered digital health application using 3D surface topography to predict Cobb angles, with the goal of reducing radiation exposure and enabling home-based curve monitoring.</p><p><strong>Methods: </strong>In a single-center observational study, 125 patients with confirmed or suspected scoliosis underwent smartphone-based 3D surface-topography scans in standing and forward-bending positions. Poor-quality scans (n = 20) were excluded. Radiographic Cobb angles were used as the gold standard. After random allocation, 79 scans formed the training set and 26 formed the validation set; external data (142 controls, 188 scoliosis patients) were added to strengthen training, and 25 controls were added to the test set. Accuracy was expressed as mean absolute error (MAE) and correlation with radiographs. Criterion validity was assessed by sensitivity, specificity, and AUC at clinically meaningful thresholds (10°, 25°, and 40°).</p><p><strong>Results: </strong>Across 51 test scans (AIS + controls), the algorithm showed a strong correlation with radiographs (r = 0.922, 95% CI 0.866-0.955) and an MAE of 5.9° (95% CI 4.5-7.3). In AIS-only curves of 10-50°, the MAE was 6.4° (95% CI 4.4-8.3). At 10°, sensitivity was 0.962, specificity was 0.960, and AUC was 0.978. At 25°, sensitivity was 0.706, specificity was 0.853, and AUC was 0.917. At 40°, sensitivity was 0.667, specificity was 1.000, and AUC was 1.000.</p><p><strong>Conclusion: </strong>This AI-driven 3D surface topography demonstrated high validity for non-radiographic Cobb angle prediction, particularly in mild-to-moderate AIS. It supports safer, more frequent, home-based monitoring, though refinements are needed for severe curves and patients with a higher BMI.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146086950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-29DOI: 10.1007/s43390-026-01290-5
Paolo Brigato, Davide Palombi, Sergio De Salvatore, Sergio Sessa, Timothee de Saint Denis, Leonardo Oggiano, Lorenzo Maria Gregori, Andrea Magistrelli, Pier Francesco Costici
Background: Pediatric spinal deformities frequently require surgical correction, and precise preoperative planning is essential to ensure optimal outcomes and minimize complications. A key aspect of planning involves assessing pedicle morphology to determine appropriate screw sizing. This systematic review examines whether magnetic resonance imaging (MRI) can serve as a reliable, radiation-free alternative to computed tomography (CT). While MRI shows promising potential, current evidence presents mixed results regarding its accuracy and clinical applicability compared to CT.
Methods: Following PRISMA guidelines, a systematic review was performed. Literature from Medline, Scopus, Embase, and the Cochrane Library, up to August 2025, was analyzed. Search terms included "scoliosis," "pediatric deformity," "pedicle morphology," "pedicle dimension," "magnetic resonance imaging," and "computed tomography." The extracted data included study details, patient demographics, scoliosis etiology, radiographic techniques, pedicle measurement methods, and outcomes of MRI-CT comparison. Risk of bias was assessed using the MINORS tool.
Results: Of 319 identified studies, 6 met the inclusion criteria (n = 428 patients). A total of 12,633 pedicles were analyzed across the studies, with MRI and CT used for preoperative assessment. MRI showed good concordance with CT for most measurements though accuracy decreased for more severe pedicle abnormalities. MRI was generally reliable for preoperative planning but had limitations, especially for pedicle sizing.
Conclusion: While MRI offers a radiation-free alternative for preoperative assessment of pedicle morphology in pediatric spinal deformity surgery, current evidence is limited to retrospective studies and shows variable accuracy, particularly in severe or complex cases. CT generally remains more reliable for precise pedicle evaluation and continues to represent the standard of care. Future advancements in MRI technology may help improve its accuracy and expand its role in clinical practice, but stronger prospective evidence is needed before it can be considered a full substitute for CT.
{"title":"Assessing pedicle morphology in pediatric spinal deformity: can magnetic resonance imaging match computed tomography? A systematic review.","authors":"Paolo Brigato, Davide Palombi, Sergio De Salvatore, Sergio Sessa, Timothee de Saint Denis, Leonardo Oggiano, Lorenzo Maria Gregori, Andrea Magistrelli, Pier Francesco Costici","doi":"10.1007/s43390-026-01290-5","DOIUrl":"https://doi.org/10.1007/s43390-026-01290-5","url":null,"abstract":"<p><strong>Background: </strong>Pediatric spinal deformities frequently require surgical correction, and precise preoperative planning is essential to ensure optimal outcomes and minimize complications. A key aspect of planning involves assessing pedicle morphology to determine appropriate screw sizing. This systematic review examines whether magnetic resonance imaging (MRI) can serve as a reliable, radiation-free alternative to computed tomography (CT). While MRI shows promising potential, current evidence presents mixed results regarding its accuracy and clinical applicability compared to CT.</p><p><strong>Methods: </strong>Following PRISMA guidelines, a systematic review was performed. Literature from Medline, Scopus, Embase, and the Cochrane Library, up to August 2025, was analyzed. Search terms included \"scoliosis,\" \"pediatric deformity,\" \"pedicle morphology,\" \"pedicle dimension,\" \"magnetic resonance imaging,\" and \"computed tomography.\" The extracted data included study details, patient demographics, scoliosis etiology, radiographic techniques, pedicle measurement methods, and outcomes of MRI-CT comparison. Risk of bias was assessed using the MINORS tool.</p><p><strong>Results: </strong>Of 319 identified studies, 6 met the inclusion criteria (n = 428 patients). A total of 12,633 pedicles were analyzed across the studies, with MRI and CT used for preoperative assessment. MRI showed good concordance with CT for most measurements though accuracy decreased for more severe pedicle abnormalities. MRI was generally reliable for preoperative planning but had limitations, especially for pedicle sizing.</p><p><strong>Conclusion: </strong>While MRI offers a radiation-free alternative for preoperative assessment of pedicle morphology in pediatric spinal deformity surgery, current evidence is limited to retrospective studies and shows variable accuracy, particularly in severe or complex cases. CT generally remains more reliable for precise pedicle evaluation and continues to represent the standard of care. Future advancements in MRI technology may help improve its accuracy and expand its role in clinical practice, but stronger prospective evidence is needed before it can be considered a full substitute for CT.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146086909","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-28DOI: 10.1007/s43390-026-01284-3
Hong Zhang, Brad Niese, Daniel J Sucato
Purpose: To evaluate the growth modulation and corrective effects of a novel polyetheretherketone spring rib plate (PEEK-SRP) implant in a porcine model of early-onset thoracic scoliosis (EOS).
Methods: 15 one-month-old pigs underwent thoracic nerve transection to induce right thoracic scoliosis. After 1.5 months of curve progression, animals were assigned to 3 groups: Untreated Group (UG, n = 6): Observed without intervention; Treated Group (TG, n = 6): PEEK-SRP implanted at three ribs on the convex apical levels; and Sham Group (SG, n = 3): Underwent the same surgical procedures as TG without the PEEK plate implantation. Radiographic and CT-based assessments were performed to evaluate Cobb angle, apical vertebral rotation (AVR), rib hump index (RHI), vertebra-rib angle difference (RVAD), thoracic volume, and spinal growth over 2.5 months.
Results: Baseline curves averaged 43.7 ± 9.4° with no group differences. At 2.5 months, the Cobb angle decreased by 17.5% (41.8° ± 11° to 34.5° ± 14.6°) in TG, compared with progression of 27.6% (54° ± 15.9° to 68.9° ± 16.8°) in UG (p = 0.0036) and 72% (35.4° ± 11.7° to 60.9° ± 5.9°) in SG (p = 0.0223). The PEEK-SRP reduced AVR by 87.3% (p < 0.0104), RHI by 79.4% (p < 0.0340), and improved RVAD by 15.2% (p < 0.0489) compared with controls. TG also demonstrated a 44% increase in convex thoracic area and an 86.8% increase in convex thoracic width compared to UG (p < 0.0005). Spine growth rate (9.6 ± 2.4 mm/week in UG, 12.7 ± 4.6 mm/week in TG, and 9.4 ± 0.4 mm/week in SG) was not different among the three groups (p = 0.1844).
Conclusion: The PEEK-SRP system provided effective apical control, rib cage remodeling, and spinal correction while preserving thoracic growth in a porcine EOS model. This transverse load-sharing, non-fusion strategy directly targets rib-spine deformity and shows promise as a growth-friendly treatment for EOS.
Key points: 1. The PEEK-SRP system offers a novel, non-fusion strategy for treating early-onset thoracic scoliosis by targeting rib cage deformities at the curve apex. 2. Unlike traditional growing rods, which are longitudinal load-bearing devices with high complication rates and no apical control, the PEEK-SRP system functions as a transverse load-sharing implant that directly modulates rib-spine growth. 3. In a porcine EOS model, PEEK-SRP implantation significantly reduced spinal curvature, apical vertebral rotation, and rib hump deformity, while increasing thoracic volume. 4. The implant preserved spinal growth and flexibility, confirming its role as a growth-friendly corrective system. 5. This study supports the clinical potential of PEEK-SRP for children with moderate progressive scoliosis, offering segmental correction without compromising thoracic development.
目的:评价聚醚酮弹簧肋板(PEEK-SRP)在猪早发型胸侧凸(EOS)模型中的生长调节和矫正效果。方法:对15头1月龄猪行胸神经横断术,诱导右侧胸椎侧凸。曲线进展1.5个月后,将动物分为3组:未治疗组(UG, n = 6):不干预观察;治疗组(TG, n = 6):在凸尖水平的三根肋植入PEEK-SRP;假手术组(SG, n = 3):接受与TG相同的手术程序,但未植入PEEK钢板。在2.5个月的时间里,通过影像学和ct评估Cobb角、椎体顶点旋转(AVR)、肋骨驼峰指数(RHI)、椎-肋骨角差(RVAD)、胸容积和脊柱生长情况。结果:基线曲线平均为43.7±9.4°,无组间差异。2.5个月时,TG组Cobb角下降17.5%(41.8°±11°至34.5°±14.6°),而UG组Cobb角下降27.6%(54°±15.9°至68.9°±16.8°)(p = 0.0036), SG组Cobb角下降72%(35.4°±11.7°至60.9°±5.9°)(p = 0.0223)。结论:PEEK-SRP系统在保留猪EOS模型胸廓生长的同时,提供了有效的根尖控制、胸腔重塑和脊柱矫正。这种横向负荷分担、非融合策略直接针对脊柱畸形,有望成为EOS的生长友好型治疗方法。重点:1;PEEK-SRP系统提供了一种新颖的非融合策略,通过针对弯曲顶点的胸腔畸形来治疗早发性胸椎侧凸。2. 传统的生长棒是纵向承重装置,并发症发生率高,没有根尖控制,PEEK-SRP系统不同,它作为横向负荷分担植入物,直接调节肋骨-脊柱的生长。3. 在猪EOS模型中,PEEK-SRP植入显著减少了脊柱弯曲、椎体顶端旋转和肋骨驼峰畸形,同时增加了胸廓容积。4. 植入物保留了脊柱的生长和灵活性,证实了其作为生长友好型矫正系统的作用。5. 这项研究支持PEEK-SRP治疗中度进行性脊柱侧凸儿童的临床潜力,在不影响胸部发育的情况下提供节段性矫正。
{"title":"Growth modulation and dynamic correction of early-onset thoracic scoliosis using a PEEK spring rib plate system: a porcine model study.","authors":"Hong Zhang, Brad Niese, Daniel J Sucato","doi":"10.1007/s43390-026-01284-3","DOIUrl":"https://doi.org/10.1007/s43390-026-01284-3","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the growth modulation and corrective effects of a novel polyetheretherketone spring rib plate (PEEK-SRP) implant in a porcine model of early-onset thoracic scoliosis (EOS).</p><p><strong>Methods: </strong>15 one-month-old pigs underwent thoracic nerve transection to induce right thoracic scoliosis. After 1.5 months of curve progression, animals were assigned to 3 groups: Untreated Group (UG, n = 6): Observed without intervention; Treated Group (TG, n = 6): PEEK-SRP implanted at three ribs on the convex apical levels; and Sham Group (SG, n = 3): Underwent the same surgical procedures as TG without the PEEK plate implantation. Radiographic and CT-based assessments were performed to evaluate Cobb angle, apical vertebral rotation (AVR), rib hump index (RHI), vertebra-rib angle difference (RVAD), thoracic volume, and spinal growth over 2.5 months.</p><p><strong>Results: </strong>Baseline curves averaged 43.7 ± 9.4° with no group differences. At 2.5 months, the Cobb angle decreased by 17.5% (41.8° ± 11° to 34.5° ± 14.6°) in TG, compared with progression of 27.6% (54° ± 15.9° to 68.9° ± 16.8°) in UG (p = 0.0036) and 72% (35.4° ± 11.7° to 60.9° ± 5.9°) in SG (p = 0.0223). The PEEK-SRP reduced AVR by 87.3% (p < 0.0104), RHI by 79.4% (p < 0.0340), and improved RVAD by 15.2% (p < 0.0489) compared with controls. TG also demonstrated a 44% increase in convex thoracic area and an 86.8% increase in convex thoracic width compared to UG (p < 0.0005). Spine growth rate (9.6 ± 2.4 mm/week in UG, 12.7 ± 4.6 mm/week in TG, and 9.4 ± 0.4 mm/week in SG) was not different among the three groups (p = 0.1844).</p><p><strong>Conclusion: </strong>The PEEK-SRP system provided effective apical control, rib cage remodeling, and spinal correction while preserving thoracic growth in a porcine EOS model. This transverse load-sharing, non-fusion strategy directly targets rib-spine deformity and shows promise as a growth-friendly treatment for EOS.</p><p><strong>Key points: </strong>1. The PEEK-SRP system offers a novel, non-fusion strategy for treating early-onset thoracic scoliosis by targeting rib cage deformities at the curve apex. 2. Unlike traditional growing rods, which are longitudinal load-bearing devices with high complication rates and no apical control, the PEEK-SRP system functions as a transverse load-sharing implant that directly modulates rib-spine growth. 3. In a porcine EOS model, PEEK-SRP implantation significantly reduced spinal curvature, apical vertebral rotation, and rib hump deformity, while increasing thoracic volume. 4. The implant preserved spinal growth and flexibility, confirming its role as a growth-friendly corrective system. 5. This study supports the clinical potential of PEEK-SRP for children with moderate progressive scoliosis, offering segmental correction without compromising thoracic development.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146066893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-27DOI: 10.1007/s43390-026-01287-0
Carl-Eric Aubin, Lawrence G Lenke, Virginie Lafage, Michelle C Welborn, Justin S Smith, A Noelle Larson, Michael G Vitale, Takashi Kaito, Peter O Newton, Jeffrey Mullin, Christiane Caouette, Delphine Aubin, Brice Ilharreborde
Purpose: To assess the complementary value of transverse plane descriptors (orientation of the regional planes of deformation (ORPD) and local apical vertebral rotations (AVR)) integrated into the new modular three-tiered, four-modifier SRS-Lenke-Aubin 3D classification, relative to conventional 2D radiographic parameters and current Lenke 2D classification in adolescent idiopathic scoliosis (AIS).
Methods: Transverse plane deformities of 285 surgically treated AIS cases reconstructed in 3D were quantified using ORPD and AVR, independently assessed for the proximal thoracic (PT), main thoracic (MT), and thoracolumbar/lumbar (TL/L) regions. Correlation analyses evaluated relationships between standard 2D parameters (Cobb angles, thoracic kyphosis (TK), lumbar lordosis (LL)) and transverse plane indices (ORPD, AVR). The distribution of ORPD and AVR subclasses was examined, as well as the associations between conventional Lenke lumbar and thoracic sagittal profile modifiers, and their corresponding 3D transverse plane modifiers. Complementary analyses also included 3D displacement of the apex relative to the end-vertebrae line (DAEVL).
Results: Nearly all ORPD-AVR subclass combinations were observed across regions, confirming the system's ability to capture diverse deformity patterns. ORPD and AVR were independent in PT and MT but correlated in TL/L (r = 0.69). Cobb angle correlated moderately with ORPD in MT (r = 0.43) and strongly in TL/L (r = 0.67), while correlations with AVR were moderate in MT (r = 0.50) and TL/L (r = 0.59). TK correlated negatively with MT ORPD (r = -0.58), whereas LL showed no association with TL/L ORPD. DAEVL correlated strongly with Cobb across all regions but only weakly to moderately with ORPD. Associations between Lenke 2D modifiers and ORPD were strong in TL/L (V = 0.59) and moderate in MT (V = 0.37). Multivariate models showed that Cobb and TK explained ~ 44% of MT ORPD variance, while > 55% of ORPD variability across regions remained unexplained by 2D parameters.
Conclusions: ORPD and AVR provide complementary, region-specific 3D information beyond conventional 2D measures and Lenke modifiers. Their integration into the SRS-Lenke-Aubin 3D classification enhances dimensional completeness while preserving usability, laying the groundwork for future outcome-based evaluations.
{"title":"Complementary value of transverse plane descriptors in the SRS-Lenke-Aubin 3D classification for adolescent idiopathic scoliosis.","authors":"Carl-Eric Aubin, Lawrence G Lenke, Virginie Lafage, Michelle C Welborn, Justin S Smith, A Noelle Larson, Michael G Vitale, Takashi Kaito, Peter O Newton, Jeffrey Mullin, Christiane Caouette, Delphine Aubin, Brice Ilharreborde","doi":"10.1007/s43390-026-01287-0","DOIUrl":"https://doi.org/10.1007/s43390-026-01287-0","url":null,"abstract":"<p><strong>Purpose: </strong>To assess the complementary value of transverse plane descriptors (orientation of the regional planes of deformation (ORPD) and local apical vertebral rotations (AVR)) integrated into the new modular three-tiered, four-modifier SRS-Lenke-Aubin 3D classification, relative to conventional 2D radiographic parameters and current Lenke 2D classification in adolescent idiopathic scoliosis (AIS).</p><p><strong>Methods: </strong>Transverse plane deformities of 285 surgically treated AIS cases reconstructed in 3D were quantified using ORPD and AVR, independently assessed for the proximal thoracic (PT), main thoracic (MT), and thoracolumbar/lumbar (TL/L) regions. Correlation analyses evaluated relationships between standard 2D parameters (Cobb angles, thoracic kyphosis (TK), lumbar lordosis (LL)) and transverse plane indices (ORPD, AVR). The distribution of ORPD and AVR subclasses was examined, as well as the associations between conventional Lenke lumbar and thoracic sagittal profile modifiers, and their corresponding 3D transverse plane modifiers. Complementary analyses also included 3D displacement of the apex relative to the end-vertebrae line (DAEVL).</p><p><strong>Results: </strong>Nearly all ORPD-AVR subclass combinations were observed across regions, confirming the system's ability to capture diverse deformity patterns. ORPD and AVR were independent in PT and MT but correlated in TL/L (r = 0.69). Cobb angle correlated moderately with ORPD in MT (r = 0.43) and strongly in TL/L (r = 0.67), while correlations with AVR were moderate in MT (r = 0.50) and TL/L (r = 0.59). TK correlated negatively with MT ORPD (r = -0.58), whereas LL showed no association with TL/L ORPD. DAEVL correlated strongly with Cobb across all regions but only weakly to moderately with ORPD. Associations between Lenke 2D modifiers and ORPD were strong in TL/L (V = 0.59) and moderate in MT (V = 0.37). Multivariate models showed that Cobb and TK explained ~ 44% of MT ORPD variance, while > 55% of ORPD variability across regions remained unexplained by 2D parameters.</p><p><strong>Conclusions: </strong>ORPD and AVR provide complementary, region-specific 3D information beyond conventional 2D measures and Lenke modifiers. Their integration into the SRS-Lenke-Aubin 3D classification enhances dimensional completeness while preserving usability, laying the groundwork for future outcome-based evaluations.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":" ","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146053641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}