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Effects of pelvic fixation strategies and multi-rod constructs on biomechanics of the proximal junction in long thoracolumbar posterior instrumented fusions: a finite-element analysis. 骨盆固定策略和多杆结构对长胸腰椎后路器械融合术近端交界处生物力学的影响:有限元分析。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-20 DOI: 10.1007/s43390-024-00932-w
Muzammil Mumtaz, Andrew P Collins, Niloufar Shekouhi, Karthika Varier, Sudharshan Tripathi, Christopher P Ames, Vedat Deviren, Aaron J Clark, Vijay K Goel, Alekos A Theologis

Purpose: To assess the effect of various pelvic fixation techniques and number of rods on biomechanics of the proximal junction of long thoracolumbar posterior instrumented fusions.

Methods: A validated spinopelvic finite-element (FE) model was instrumented with L5-S1 ALIF and one of the following 9 posterior instrumentation configurations: (A) one traditional iliac screw bilaterally ("2 Iliac/2 Rods"); (B) T10 to S1 ("Sacral Only"); (C) unilateral traditional iliac screw ("1 Iliac/2 Rods"); (D) one traditional iliac screw bilaterally with one midline accessory rod ("2 Iliac/3 rods"); (E) S2AI screws connected directly to the midline rods ("2 S2AI/2 Rods"); and two traditional iliac screws bilaterally with two lateral accessory rods connected to the main rods at varying locations (F1: T10-11, F2: T11-12, F3: T12-L1, F4: L1-2) ("4 Iliac/4 Rods"). Range of motions (ROM) at T10-S1 and T9-T10 were recorded and compared between models. The T9-T10 intradiscal pressures and stresses of the T9-10 disc's annulus in addition to the von Mises stresses of the T9 and T10 vertebral bodies were recorded and compared.

Results: For T10-S1 ROM, 4 iliac/4 rods had lowest ROM in flexion and extension, while 2 S2AI/2 rods showed lowest ROM in rotation. Constructs with 3 or 4 rods had lower stresses on the primary rods compared to 2-rod constructs. At the proximal adjacent disc (T9-10), 4 iliac/4 rods showed lowest ROM, lowest intradiscal pressures, and lowest annular stress in all directions (most pronounced in flexion-extension). Under flexion and extension, 4 iliac/4 rods also showed the lowest von Mises stresses on the T10 vertebral body but the highest stresses on the T9 vertebral body.

Conclusions: Dual iliac screws with 4 rods across the lumbosacral junction and extending to the thoracolumbar junction demonstrated the lowest T10-S1 ROM, the lowest adjacent segment disc (T9-T10) ROM, intradiscal pressures, and annular stresses, and the lowest UIV stresses, albeit with the highest UIV + 1 stresses. Additional studies are needed to confirm whether these biomechanical findings dictate clinical outcomes and effect rates of proximal junctional kyphosis and failure.

目的:评估各种骨盆固定技术和骨棒数量对长胸腰椎后路器械融合术近端交界处生物力学的影响:方法:对经过验证的脊柱骨盆有限元(FE)模型进行 L5-S1 ALIF 和以下 9 种后路器械配置之一的器械固定:(A) 双侧传统髂骨螺钉("2髂骨/2杆");(B) T10至S1("仅骶骨");(C) 单侧传统髂骨螺钉("1髂骨/2杆");(D) 双侧传统髂骨螺钉加中线辅助杆("2髂骨/3杆");(E) S2AI 螺钉直接与中线杆连接("2 S2AI/2 杆");以及两侧传统髂骨螺钉与两根外侧辅助杆在不同位置与主杆连接(F1:F1:T10-11,F2:T11-12,F3:T12-L1,F4:L1-2)("4 髂/4 杆")。记录了 T10-S1 和 T9-T10 的运动范围 (ROM),并对不同模型进行了比较。除了 T9 和 T10 椎体的 von Mises 应力外,还记录并比较了 T9-T10 椎间盘的椎间盘内压力和 T9-10 椎间盘环的应力:就T10-S1的ROM而言,4根髂骨/4根棒的屈伸ROM最低,而2根S2AI/2根棒的旋转ROM最低。与双杆结构相比,3杆或4杆结构的主杆应力较低。在邻近椎间盘的近端(T9-10),4根髂骨/4根连杆在所有方向上都显示出最低的ROM、最低的椎间盘内压力和最低的椎环应力(屈伸时最为明显)。在屈伸状态下,4 髂骨/4 根螺钉在 T10 椎体上的 von Mises 应力最小,但在 T9 椎体上的应力最大:结论:在腰骶部交界处并延伸至胸腰部交界处的双髂骨螺钉与 4 根螺钉显示出最低的 T10-S1 ROM、最低的相邻节段椎间盘(T9-T10)ROM、椎间盘内压力和椎环应力,以及最低的 UIV 应力,尽管 UIV + 1 应力最高。还需要进行更多的研究,以确认这些生物力学结果是否决定了临床结果以及近端交界处脊柱后凸和失效的影响率。
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引用次数: 0
Surgery for deformities in pediatric spinal tuberculosis: single centre review of 51 cases. 小儿脊柱结核畸形手术:单中心 51 例病例回顾。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-20 DOI: 10.1007/s43390-024-00945-5
Saumyajit Basu, Dheeraj Manikanta Maddali

Purpose: To retrospectively report on the clinical presentation, radiological features, indication, and outcome of surgical management of children with posttubercular spinal deformities with long term outcome.

Methods: This retrospective study was conducted in a single center operated by a single surgeon from 2002 to 2022, and data from an electronic medical record was reviewed. The indications for surgery included failure of medical treatment, to prevent deformity (depending on location, extent of bone loss, stabilization patterns (A, B, or C), and the presence of "Spine at Risk" signs) or correct deformity and in the presence of major neurodeficit.

Results: 51 children (< 15 years) of mean age 12.5, and mean follow-up of 7 years (2-15) were included. Pain, deformity/instability, and limb weakness were seen in 34 (66.6%) patients (mean mJOA score was 13.44, which improved to 14.7 and 16.8 at immediate postoperative and latest follow-up), with 17 (33.3%) patients presenting with deformity alone. Dorsal affection was commonest (60.8%), followed by lumbosacral (19.6%) and cervical (19.6%), with multilevel/skip lesions seen in four patients. The mean coronal/sagittal Cobb at presentation was 24.2°/40.96°, which improved to 8.2°/25.6° in the immediate and 8.8°/24.8° at the latest follow-up. Gene Xpert positivity was found in 95%, AFB culture positivity in 84%, and histopathology was positive in 91%. All patients had posterior surgery with an additional anterior reconstruction in 6. The complication rate was 5.8% (N = 3); 2 had implant loosening requiring revision surgery, 1 with prolonged discharging sinus with MDR TB, healed with chemotherapy.

Conclusion: Pediatric post-tuberculous spinal deformities require identification of those who are likely to worsen, and close follow-up is mandatory. Failure of medical management, major destruction of vertebral bodies, type C stabilization pattern, and worsening deformity/neurodeficit require surgery with a good outcome.

目的:回顾性报告结核病后脊柱畸形患儿的临床表现、放射学特征、适应症和手术治疗的长期结果:这项回顾性研究于 2002 年至 2022 年在一个中心进行,由一名外科医生操作,并对电子病历中的数据进行了审查。手术指征包括药物治疗失败、预防畸形(取决于位置、骨质流失程度、稳定模式(A、B或C)以及是否存在 "脊柱危险 "征兆)或矫正畸形以及存在严重神经缺陷:结果:51 名儿童(结论:小儿结核病后脊柱畸形需要识别那些可能恶化的畸形,并进行密切随访。药物治疗失败、椎体严重破坏、C 型稳定模式以及畸形/神经功能缺损恶化的患儿需要进行手术治疗,手术效果良好。
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引用次数: 0
Use of the kickstand rod improves coronal alignment and maintains correction compared to control at 2 year follow-up. 与对照组相比,使用脚架杆可改善冠状对齐情况,并在 2 年的随访中保持矫正效果。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-20 DOI: 10.1007/s43390-024-00950-8
Fthimnir M Hassan, Anson Bautista, Justin L Reyes, Varun Puvanesarajah, Josephine R Coury, Sarthak Mohanty, Joseph M Lombardi, Zeeshan M Sardar, Ronald A Lehman, Lawrence G Lenke

Purpose: To assess and compare coronal alignment correction at 2 year follow-up in adult spinal deformity (ASD) patients treated with and without the kickstand rod (KSR) construct.

Methods: ASD patients who underwent posterior spinal fusion at a single-center with a preoperative coronal vertical axis (CVA) ≥ 3 cm and a minimum of 2 year clinical and radiographic follow-up were identified. Patients were divided into two groups: those treated with a KSR and those who were not. Patients were propensity score-matched (PSM) controlling for preoperative CVA and instrumented levels to limit potential biases that my influence the magnitude of coronal correction.

Results: One hundred sixteen patients were identified (KSR = 42, Control = 74). There were no statistically significant differences in patient characteristics (p > 0.05). At baseline, the control group presented with a greater LS curve (29.0 ± 19.6 vs. 21.5 ± 10.8, p = 0.0191) while the KSR group presented with a greater CVA (6.3 ± 3.6 vs. 4.5 ± 1.8, p = 0.0036). After 40 PSM pairs were generated, there were no statistically significant differences in baseline patient and radiographic characteristics. Within the matched cohorts, the KSR group demonstrated greater CVA correction at 1 year (4.7 ± 2.4 cm vs. 2.9 ± 2.2 cm, p = 0.0012) and 2 year follow-up (4.7 ± 2.6 cm vs. 3.1 ± 2.6 cm, p = 0.0020) resulting in less coronal malalignment one (1.5 ± 1.3 cm vs. 2.4 ± 1.6 cm, p = 0.0056) and 2 year follow-up (1.6 ± 1.0 vs. 2.5 ± 1.5 cm, p = 0.0110). No statistically significant differences in PROMs, asymptomatic mechanical complications, reoperations for non-mechanical complications were observed at 2 year follow-up. However, the KSR group experienced a lesser rate of mechanical complications requiring reoperations (7.1% vs. 24.3%. OR = 0.15 [0.03-0.72], p = 0.0174).

Conclusions: Patients treated with a KSR had a greater amount of coronal realignment at the 2 year follow-up time period and reported less mechanical complications requiring reoperation. However, 2 year patient-reported outcomes were similar between the two groups.

目的:评估并比较使用和未使用踢脚杆(KSR)结构治疗的成人脊柱畸形(ASD)患者随访 2 年后的冠状位校正情况:方法:确定在单个中心接受脊柱后路融合术的 ASD 患者,这些患者术前冠状垂直轴(CVA)≥ 3 厘米,并接受至少 2 年的临床和影像学随访。患者分为两组:接受 KSR 治疗的患者和未接受 KSR 治疗的患者。对患者进行倾向评分匹配(PSM),控制术前 CVA 和器械水平,以限制可能影响冠状位矫正幅度的潜在偏差:共确定了 116 名患者(KSR = 42,对照组 = 74)。患者特征无明显统计学差异(P>0.05)。基线时,对照组的 LS 曲线较大(29.0 ± 19.6 vs. 21.5 ± 10.8,p = 0.0191),而 KSR 组的 CVA 曲线较大(6.3 ± 3.6 vs. 4.5 ± 1.8,p = 0.0036)。在生成 40 对 PSM 后,患者的基线和放射学特征在统计学上没有显著差异。在配对队列中,KSR 组在 1 年(4.7 ± 2.4 厘米 vs. 2.9 ± 2.2 厘米,p = 0.0012)和 2 年随访(4.7 ± 2.6 厘米 vs. 3.1 ± 2.6 cm,p = 0.0020),导致冠状面错位减少(1.5 ± 1.3 cm vs. 2.4 ± 1.6 cm,p = 0.0056),随访 2 年(1.6 ± 1.0 vs. 2.5 ± 1.5 cm,p = 0.0110)。随访 2 年后,在 PROMs、无症状机械并发症、非机械并发症的再手术方面未观察到有统计学意义的差异。然而,KSR组需要再次手术的机械并发症发生率较低(7.1% vs. 24.3%,OR = 0.15 [0.03-0.72],p = 0.0174):结论:接受KSR治疗的患者在2年随访期间的冠状位重新对齐率更高,需要再次手术的机械并发症更少。然而,两组患者的两年随访结果相似。
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引用次数: 0
Spinal scoliosis: insights into developmental mechanisms and animal models. 脊柱侧弯:对发育机制和动物模型的见解。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-20 DOI: 10.1007/s43390-024-00941-9
Chongnan Yan, Guoxin Jin, Lei Li

Spinal scoliosis, a prevalent spinal deformity impacting both physical and mental well-being, has a significant genetic component, though the exact pathogenic mechanisms remain elusive. This review offers a comprehensive exploration of current research on embryonic spinal development, focusing on the genetic and biological intricacies governing axial elongation and straightening. Zebrafish, a vital model in developmental biology, takes a prominent role in understanding spinal scoliosis. Insights from zebrafish studies illustrate genetic and physiological aspects, including notochord development and cerebrospinal fluid dynamics, revealing the anomalies contributing to scoliosis. In this review, we acknowledge existing challenges, such as deciphering the unique dynamics of human spinal development, variations in physiological curvature, and disparities in cerebrospinal fluid circulation. Further, we emphasize the need for caution when extrapolating findings to humans and for future research to bridge current knowledge gaps. We hope that this review will be a beneficial frame of reference for the guidance of future studies on animal models and genetic research for spinal scoliosis.

脊柱侧弯症是一种影响身心健康的普遍脊柱畸形,虽然确切的致病机制仍难以捉摸,但其遗传因素很大。这篇综述全面探讨了当前有关胚胎脊柱发育的研究,重点关注支配脊柱轴伸长和变直的遗传和生物复杂性。斑马鱼是发育生物学的重要模型,在了解脊柱侧弯方面发挥着重要作用。斑马鱼研究揭示了遗传和生理方面的问题,包括脊索发育和脑脊液动力学,揭示了导致脊柱侧弯的异常现象。在这篇综述中,我们承认现有的挑战,如解读人类脊柱发育的独特动态、生理弯曲的变化和脑脊液循环的差异。此外,我们强调在将研究结果推广到人类时需要谨慎,并强调未来的研究需要弥补当前的知识差距。我们希望这篇综述将成为指导未来脊柱侧弯动物模型研究和遗传研究的有益参考框架。
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引用次数: 0
Associations of overweight status with spinal curve correction and complications in patients undergoing vertebral body tethering: a multicenter retrospective review. 椎体系带术患者超重状况与脊柱曲线矫正及并发症的关系:多中心回顾性研究。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-19 DOI: 10.1007/s43390-024-00942-8
William ElNemer, Daniel Badin, Shyam J Kurian, Stefan Parent, Firoz Miyanji, Daniel Hoernschemeyer, Ahmet Alanay, Paul D Sponseller

Purpose: Our purpose was to determine associations between body mass index (BMI) category and outcomes of vertebral body tethering (VBT), a non-fusion treatment for adolescent idiopathic scoliosis (AIS) and juvenile idiopathic scoliosis (JIS).

Methods: Using a multicenter database, we identified patients with AIS or JIS who underwent VBT from 2012 to 2018 and had minimum 2-year follow-up (median, 3.0 [interquartile range 2.2, 3.8]). BMI percentiles were used to classify patients as overweight (≥ 85th percentile) or non-overweight (< 85th percentile). Univariate and multivariate regressions assessed associations between complication rates and curve correction between groups, controlling for sex, triradiate cartilage closure, and preoperative curve magnitude.

Results: Of 271 patients, 48 (18%) were overweight. Complication rates did not differ between groups. Factors associated with less correction from preoperative to first postoperative-erect imaging were overweight (β = - 10, p < 0.001), male sex (β = - 8.8 p < 0.01), closed triradiate cartilage (β = 6.0, p = 0.01), and smaller preoperative curve (β = 0.3, p < 0.01). Factors associated with a larger curve at latest follow-up were overweight (β = 4.0, p = 0.02) and larger preoperative curve (β = 0.5, p < 0.001), but tether breakage did not differ between groups (p = 0.31).

Conclusion: In patients who were overweight, VBT was associated with less curve correction at first erect imaging and larger final curve. However, complications and curve correction during the modulation phase were not different from those of non-overweight patients. These findings suggest that surgeons should expect less correction with VBT in patients who are overweight but similar correction over time.

Level of evidence: Prognostic, Level III.

目的:我们的目的是确定身体质量指数(BMI)类别与椎体系带术(VBT)结果之间的关联,椎体系带术是一种治疗青少年特发性脊柱侧凸(AIS)和幼年特发性脊柱侧凸(JIS)的非融合治疗方法:通过多中心数据库,我们确定了2012年至2018年期间接受VBT治疗且随访至少2年的AIS或JIS患者(中位数为3.0[四分位距为2.2,3.8])。BMI百分位数用于将患者分为超重(≥第85百分位数)和非超重(结果:在 271 名患者中,48 人(18%)超重。两组患者的并发症发生率没有差异。从术前到术后首次直立成像的矫正率较低的相关因素是超重(β = - 10,p 结论:在超重患者中,VT 波形的矫正率较低:对于超重患者,VBT 与首次直立造影时曲线矫正较少和最终曲线较大有关。然而,在调节阶段的并发症和曲线矫正与非超重患者没有区别。这些研究结果表明,外科医生在对超重患者进行 VBT 治疗时,应尽量减少对曲线的矫正,但随着时间的推移,矫正效果会相似:预后,III 级。
{"title":"Associations of overweight status with spinal curve correction and complications in patients undergoing vertebral body tethering: a multicenter retrospective review.","authors":"William ElNemer, Daniel Badin, Shyam J Kurian, Stefan Parent, Firoz Miyanji, Daniel Hoernschemeyer, Ahmet Alanay, Paul D Sponseller","doi":"10.1007/s43390-024-00942-8","DOIUrl":"https://doi.org/10.1007/s43390-024-00942-8","url":null,"abstract":"<p><strong>Purpose: </strong>Our purpose was to determine associations between body mass index (BMI) category and outcomes of vertebral body tethering (VBT), a non-fusion treatment for adolescent idiopathic scoliosis (AIS) and juvenile idiopathic scoliosis (JIS).</p><p><strong>Methods: </strong>Using a multicenter database, we identified patients with AIS or JIS who underwent VBT from 2012 to 2018 and had minimum 2-year follow-up (median, 3.0 [interquartile range 2.2, 3.8]). BMI percentiles were used to classify patients as overweight (≥ 85th percentile) or non-overweight (< 85th percentile). Univariate and multivariate regressions assessed associations between complication rates and curve correction between groups, controlling for sex, triradiate cartilage closure, and preoperative curve magnitude.</p><p><strong>Results: </strong>Of 271 patients, 48 (18%) were overweight. Complication rates did not differ between groups. Factors associated with less correction from preoperative to first postoperative-erect imaging were overweight (β = - 10, p < 0.001), male sex (β = - 8.8 p < 0.01), closed triradiate cartilage (β = 6.0, p = 0.01), and smaller preoperative curve (β = 0.3, p < 0.01). Factors associated with a larger curve at latest follow-up were overweight (β = 4.0, p = 0.02) and larger preoperative curve (β = 0.5, p < 0.001), but tether breakage did not differ between groups (p = 0.31).</p><p><strong>Conclusion: </strong>In patients who were overweight, VBT was associated with less curve correction at first erect imaging and larger final curve. However, complications and curve correction during the modulation phase were not different from those of non-overweight patients. These findings suggest that surgeons should expect less correction with VBT in patients who are overweight but similar correction over time.</p><p><strong>Level of evidence: </strong>Prognostic, Level III.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142000691","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}
引用次数: 0
Curve progression following selective and nonselective spinal fusion for adolescent idiopathic scoliosis: are selective fusions stable? 青少年特发性脊柱侧凸选择性和非选择性脊柱融合术后的曲线发展:选择性融合术是否稳定?
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-19 DOI: 10.1007/s43390-024-00943-7
Richard E Campbell, Theodore Rudic, Alexander Hafey, Elizabeth Driskill, Peter O Newton, Keith R Bachmann

Purpose: The purpose of this study is to compare postoperative outcomes between selective and non-selective fusions longitudinally over the first five postoperative years.

Methods: Patient parameters were retrieved from a multicenter, prospective, database. Patients with Lenke 1-6, B and C deformities were included. Patients were stratified into 2 groups: selective fusion (SF), if the last instrumented vertebra (LIV) was at or cranial to the lumbar apex, or non-selective fusion (NSF). Differences in coronal and sagittal radiographic outcomes were assessed with generalized linear models (GLMs) at 1-, 2- and 5- year postoperative outcomes. Five-year postoperative categorical radiographic outcomes, flexibility, scoliosis research society scores (SRS), and reoperation rates were compared between groups. Matched cohorts were created for subgroup analysis.

Results: 416 (SF:261, NF:155) patients, including 353 females were included in this study. The mean preoperative thoracic and lumbar Cobb angles were 57.3 ± 8.9 and 45.3 ± 8.0, respectively. GLMs demonstrated greater postoperative coronal deformity in the SF group (p < 0.01); however, the difference between groups did not change overtime (p > 0.05) indicating a relatively stable postoperative deformity correction. The SF group had a greater incidence of lumbar Cobb ≥ 26 degrees (p < 0.01). The NSF group demonstrated worse forward and lateral flexibility at 5-year postoperative outcome (p < 0.05). There was no difference in postoperative SRS scores between the SF and NSF groups. Reoperation rates were similar between groups.

Conclusion: Selective fusion results in greater coronal plane deformity; however, this deformity does not progress significantly over time compared to non-selective fusion. Selective spinal fusion may be a beneficial option for a larger subset of patients than previously identified.

Level of evidence: III.

目的:本研究旨在比较选择性融合术和非选择性融合术在术后头五年的纵向疗效:方法:从多中心、前瞻性数据库中检索患者参数。方法:从多中心前瞻性数据库中检索患者参数,纳入伦克1-6、B和C畸形患者。患者被分为两组:选择性融合(SF),如果最后一个植入器械的椎体(LIV)位于腰椎顶或颅顶;或非选择性融合(NSF)。采用广义线性模型(GLM)评估术后1年、2年和5年冠状位和矢状位放射学结果的差异。对各组间术后五年的分类放射学结果、柔韧性、脊柱侧凸研究学会评分(SRS)和再手术率进行了比较。为进行亚组分析建立了匹配队列:本研究共纳入 416 名(SF:261,NF:155)患者,其中包括 353 名女性。术前胸椎和腰椎Cobb角的平均值分别为57.3 ± 8.9和45.3 ± 8.0。GLM显示,SF组术后冠状畸形更大(P 0.05),表明术后畸形矫正相对稳定。SF组腰椎Cobb≥26度的发生率更高(P 结论:SF组的腰椎Cobb≥26度的发生率更高:选择性融合会导致更大的冠状面畸形;然而,与非选择性融合相比,这种畸形不会随着时间的推移而明显加重。选择性脊柱融合术对更多患者可能是一种有益的选择,而不是之前所确定的:证据等级:III。
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引用次数: 0
Applications of artificial intelligence for adolescent idiopathic scoliosis: mapping the evidence. 人工智能在青少年特发性脊柱侧凸中的应用:证据图谱。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-17 DOI: 10.1007/s43390-024-00940-w
Samuel N Goldman, Aaron T Hui, Sharlene Choi, Emmanuel K Mbamalu, Parsa Tirabady, Ananth S Eleswarapu, Jaime A Gomez, Leila M Alvandi, Eric D Fornari

Purpose: Adolescent idiopathic scoliosis (AIS) is a common spinal deformity with varying progression, complicating treatment decisions. Artificial intelligence (AI) and machine learning (ML) are increasingly prominent in orthopedic care, aiding in diagnosis, risk-stratification, and treatment guidance. This scoping review outlines AI applications in AIS.

Methods: This study followed PRISMA-ScR guidelines and included articles that reported the development, use, or validation of AI models for treating, diagnosing, or predicting clinical outcomes in AIS.

Results: 40 full-text articles were included, with most studies published in the last 5 years (77.5%). Common ML techniques were convolutional neural networks (55%), decision trees and random forests (15%), and artificial neural networks (15%). Most AI applications in AIS were for imaging analysis (25/40; 62.5%), focusing on automatic measurement of Cobb angle, and axial vertebral rotation (13/25; 52%) and curve classification/severity (13/25; 52%). Prediction was the second most common application (15/40; 37.5%), with studies predicting curve progression (9/15; 60%), and Cobb angles (9/15; 60%). Only 15 studies (37.5%) reported clinical implementation guidelines for AI in AIS management. 52.5% of studies reported model accuracy, with an average of 85.4%.

Conclusion: This review highlights the applications of AI in AIS care, notably including automatic radiographic analysis, curve type classification, prediction of curve progression, and AIS diagnosis. However, the current lack of clear clinical implementation guidelines, model transparency, and external validation of studied models limits clinician trust and the generalizability and applicability of AI in AIS management.

目的:青少年特发性脊柱侧凸(AIS)是一种常见的脊柱畸形,其发展程度不一,使治疗决策变得复杂。人工智能(AI)和机器学习(ML)在骨科治疗中的作用日益突出,有助于诊断、风险分级和治疗指导。本范围综述概述了人工智能在 AIS 中的应用:本研究遵循 PRISMA-ScR 指南,收录了报道人工智能模型在 AIS 治疗、诊断或临床结果预测中的开发、使用或验证的文章:共收录了 40 篇全文文章,大部分研究发表于过去 5 年(77.5%)。常见的 ML 技术有卷积神经网络(55%)、决策树和随机森林(15%)以及人工神经网络(15%)。人工智能在 AIS 中的大多数应用是用于成像分析(25/40;62.5%),重点是自动测量 Cobb 角和轴向椎体旋转(13/25;52%)以及曲线分类/严重程度(13/25;52%)。预测是第二大最常见的应用(15/40;37.5%),有研究预测曲线进展(9/15;60%)和 Cobb 角(9/15;60%)。只有 15 项研究(37.5%)报告了人工智能在 AIS 管理中的临床实施指南。52.5%的研究报告了模型的准确性,平均准确率为85.4%:本综述强调了人工智能在 AIS 治疗中的应用,主要包括自动放射学分析、曲线类型分类、曲线进展预测和 AIS 诊断。然而,由于目前缺乏明确的临床实施指南、模型透明度以及所研究模型的外部验证,限制了临床医生对人工智能的信任以及人工智能在 AIS 管理中的普及性和适用性。
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引用次数: 0
Correction: Anterior vertebral body tethering shows clinically comparable shoulder balance outcomes to posterior spinal fusion. 更正:椎体前路系带术与脊柱后路融合术相比,肩关节平衡的临床效果相当。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-16 DOI: 10.1007/s43390-024-00934-8
James Meyers, Lily Eaker, Amer Samdani, Firoz Miyanji, Michael Herrera, Ashley Wilczek, Ahmet Alanay, Caglar Yilgor, Daniel Hoernschemeyer, Suken Shah, Peter Newton, Baron Lonner
{"title":"Correction: Anterior vertebral body tethering shows clinically comparable shoulder balance outcomes to posterior spinal fusion.","authors":"James Meyers, Lily Eaker, Amer Samdani, Firoz Miyanji, Michael Herrera, Ashley Wilczek, Ahmet Alanay, Caglar Yilgor, Daniel Hoernschemeyer, Suken Shah, Peter Newton, Baron Lonner","doi":"10.1007/s43390-024-00934-8","DOIUrl":"https://doi.org/10.1007/s43390-024-00934-8","url":null,"abstract":"","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141996404","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}
引用次数: 0
Prognosticating accelerated deterioration in skeletally mature adolescent idiopathic scoliosis curves of 40-50° using uniplanar radiographic measures of axial rotation. 利用轴向旋转的单平面影像学测量方法,预测骨骼发育成熟的 40-50° 青少年特发性脊柱侧弯的加速恶化。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-15 DOI: 10.1007/s43390-024-00949-1
Graham Ka-Hon Shea, Samuel Yan-Lik Ng, Changmeng Zhang, Guodong Wang

Purpose: The management of adolescent idiopathic scoliosis (AIS) curves between 40 and 50° is controversial. Here, we investigated the prognostic significance of simple radiographic rotational parameters to identify curves of this magnitude with accelerated deterioration following skeletal maturity.

Methods: Seventy-three patients were identified with AIS and Cobb angles of the major curve between 40 and 50° at skeletal maturity. We defined fast progressive curves as those increasing by ≥ 2° per year after skeletal maturity. From the apical vertebra of the major curve upon presentation and skeletal maturity, we determined the modified Nash-Moe index (×100), and from thoracic major curves, the Rib Index. T tests were performed to compare fast-progressive curves with those that deteriorated by < 2° per year. Receiver operator characteristic (ROC) curves were plotted to establish optimal cutoffs, sensitivity, and specificity measures for rotational parameters.

Results: The average duration of follow-up post was 11.8 ± 7.3 years. Thirteen out of seventy-three patients were fast progressors. The modified Nash-Moe index was similar between groups at presentation (p = 0.477) but significantly higher in fast progressors than non-fast progressors at maturity for major thoracic curves (25.40 ± 6.60 vs. 19.20 ± 4.40, p < 0.001). Rib Index values were also higher among fast progressors at skeletal maturity (2.50 ± 0.90 vs. 1.80 ± 0.60, p = 0.026). An ROC curve for a modified Nash-Moe index of 0.235 for thoracic curves achieved an area under the curve (AUC) of 0.76 for discriminating fast progressors. A threshold of 1.915 for Rib Index at maturity achieved an AUC of 0.72 for discriminating fast progressors. In combining both rotational parameters, an AUC of 0.81 was achieved.

Conclusion: These simple rotational parameters may be useful to predict fast progression in 40-50° AIS curves following skeletal maturity indicated for early fusion, but further validation upon larger cohorts and non-thoracic major curves is required.

目的:对于青少年特发性脊柱侧弯(AIS)40-50°之间的处理存在争议。在此,我们研究了简单的影像学旋转参数对预后的意义,以识别在骨骼成熟后加速恶化的这种程度的脊柱侧弯:73名患者在骨骼发育成熟时主要曲线的AIS和Cobb角均在40至50°之间。我们将骨骼发育成熟后每年增加≥2°的曲线定义为快速进展曲线。我们根据患者出生时和骨骼成熟时的主要曲线顶端椎体,确定了修正的纳什-莫指数(×100),并根据胸廓主要曲线确定了肋骨指数。通过 T 检验对快速进展的曲线和恶化的曲线进行比较:平均随访时间为 11.8 ± 7.3 年。73 名患者中有 13 人病情进展迅速。两组患者在发病时的改良纳什-莫指数相似(p = 0.477),但在主要胸椎曲线成熟时,快速进展者的改良纳什-莫指数明显高于非快速进展者(25.40 ± 6.60 vs. 19.20 ± 4.40,p 结论:这些简单的旋转参数可能对患者的康复有帮助:这些简单的旋转参数可能有助于预测40-50°的AIS脊柱弯曲在骨骼成熟后的快速进展,可用于早期融合,但需要在更大的队列和非胸椎主要脊柱弯曲中进一步验证。
{"title":"Prognosticating accelerated deterioration in skeletally mature adolescent idiopathic scoliosis curves of 40-50° using uniplanar radiographic measures of axial rotation.","authors":"Graham Ka-Hon Shea, Samuel Yan-Lik Ng, Changmeng Zhang, Guodong Wang","doi":"10.1007/s43390-024-00949-1","DOIUrl":"https://doi.org/10.1007/s43390-024-00949-1","url":null,"abstract":"<p><strong>Purpose: </strong>The management of adolescent idiopathic scoliosis (AIS) curves between 40 and 50° is controversial. Here, we investigated the prognostic significance of simple radiographic rotational parameters to identify curves of this magnitude with accelerated deterioration following skeletal maturity.</p><p><strong>Methods: </strong>Seventy-three patients were identified with AIS and Cobb angles of the major curve between 40 and 50° at skeletal maturity. We defined fast progressive curves as those increasing by ≥ 2° per year after skeletal maturity. From the apical vertebra of the major curve upon presentation and skeletal maturity, we determined the modified Nash-Moe index (×100), and from thoracic major curves, the Rib Index. T tests were performed to compare fast-progressive curves with those that deteriorated by < 2° per year. Receiver operator characteristic (ROC) curves were plotted to establish optimal cutoffs, sensitivity, and specificity measures for rotational parameters.</p><p><strong>Results: </strong>The average duration of follow-up post was 11.8 ± 7.3 years. Thirteen out of seventy-three patients were fast progressors. The modified Nash-Moe index was similar between groups at presentation (p = 0.477) but significantly higher in fast progressors than non-fast progressors at maturity for major thoracic curves (25.40 ± 6.60 vs. 19.20 ± 4.40, p < 0.001). Rib Index values were also higher among fast progressors at skeletal maturity (2.50 ± 0.90 vs. 1.80 ± 0.60, p = 0.026). An ROC curve for a modified Nash-Moe index of 0.235 for thoracic curves achieved an area under the curve (AUC) of 0.76 for discriminating fast progressors. A threshold of 1.915 for Rib Index at maturity achieved an AUC of 0.72 for discriminating fast progressors. In combining both rotational parameters, an AUC of 0.81 was achieved.</p><p><strong>Conclusion: </strong>These simple rotational parameters may be useful to predict fast progression in 40-50° AIS curves following skeletal maturity indicated for early fusion, but further validation upon larger cohorts and non-thoracic major curves is required.</p>","PeriodicalId":21796,"journal":{"name":"Spine deformity","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141983175","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}
引用次数: 0
Evaluating the prevalence of psychiatric comorbidities associated with pediatric scoliosis utilizing ResearchMatch. 利用ResearchMatch评估与小儿脊柱侧弯症相关的精神科合并症的患病率。
IF 1.6 Q3 CLINICAL NEUROLOGY Pub Date : 2024-08-12 DOI: 10.1007/s43390-024-00926-8
Jeffrey W Chen, Stefan W Koester, Campbell Liles, Stephen Gannon, Christopher M Bonfield

Purpose: The goal of this study is to characterize the self-reported prevalence of psychiatric comorbidities among patients with adolescent scoliosis.

Methods: Eligible patients across the US were surveyed using ResearchMatch, a validated online platform. The survey collected patient demographics, type of scoliosis, scoliosis treatment received, and the mental health diagnoses and interventions.

Results: Nearly all (98%) of the 162 respondents were patients themselves, the remainder of which were parents. The majority of whom were female (93%), Caucasian (85%), and diagnosed with idiopathic scoliosis (63%). The median age of diagnosis was 13 (IQR 11-18). Most respondents had mild to moderate scoliosis (65%), and 17% received surgical treatment. 76 of 158 (48%) responded that scoliosis affected their overall mental health, and 92 (58%) had received a mental health diagnosis-76% were diagnosed after their scoliosis diagnosis. Of the 92 with mental health diagnoses, the most common diagnoses were clinical depression (83%), anxiety (71%), negative body image (62%). Over 80% of patients received medical treatment or therapy. Of those with depression, 38.4% received counseling and 45.2% received medication. 52% of the respondents also had immediate family members with mental health diagnoses, with siblings (48%) having the highest proportion.

Conclusion: According to the CDC, the prevalence of US teenagers with diagnosed depression was found to be 3.9% and anxiety disorder to be 4.7%, notably higher among adolescent girls. In this national sample, over half of adolescent scoliosis patients report psychiatric comorbidity, often diagnosed years later. The most prevalent psychiatric condition is depression, anxiety, and body-image disturbances. These findings highlight the importance of awareness of the psychiatric impact of adolescent scoliosis, and importance of screening and treatment of comorbid mental health conditions.

Level of evidence: IV.

目的:本研究旨在了解青少年脊柱侧凸患者自我报告的精神疾病合并症患病率:方法:使用经过验证的在线平台 ResearchMatch 对全美符合条件的患者进行调查。调查收集了患者的人口统计学特征、脊柱侧凸类型、所接受的脊柱侧凸治疗以及精神健康诊断和干预措施:在 162 名受访者中,几乎所有(98%)都是患者本人,其余为患者父母。大部分受访者为女性(93%)、白种人(85%)和特发性脊柱侧弯症患者(63%)。诊断年龄的中位数为 13 岁(IQR 11-18)。大多数受访者患有轻度至中度脊柱侧弯(65%),17%的受访者接受了手术治疗。158名受访者中有76人(48%)回答脊柱侧弯影响了他们的整体心理健康,92人(58%)曾接受过心理健康诊断--其中76%是在脊柱侧弯诊断后接受的诊断。在这 92 位接受过心理健康诊断的患者中,最常见的诊断是临床抑郁症(83%)、焦虑症(71%)和负面身体形象(62%)。超过 80% 的患者接受了医疗或治疗。在抑郁症患者中,38.4% 接受了心理咨询,45.2% 接受了药物治疗。52%的受访者的直系亲属也被诊断出患有精神疾病,其中兄弟姐妹(48%)的比例最高:根据美国疾病预防控制中心的数据,美国青少年中被诊断患有抑郁症的比例为 3.9%,患有焦虑症的比例为 4.7%,其中少女的比例尤其高。在这一全国性样本中,超过半数的青少年脊柱侧弯患者报告患有精神疾病,而且往往是在多年后才被诊断出来。最常见的精神疾病是抑郁、焦虑和身体形象障碍。这些发现强调了认识青少年脊柱侧凸对精神疾病影响的重要性,以及筛查和治疗合并精神疾病的重要性:证据等级:IV。
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引用次数: 0
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Spine deformity
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