adult spinal deformity

成人脊柱畸形
  • 文章类型: Journal Article
    目的:研究ASD患者术后活动状态的变化,以及影响这些变化的决定性因素及其对临床结果的影响,包括家庭出院率和长期流动性。
    方法:在多中心数据库中登记了299例接受多节段脊柱后路融合术的ASD患者。使用助行器评估患者的活动状况,并将其分为五个级别(1:独立,2:甘蔗,3:沃克,4:协助,和5:轮椅)术前,在放电时,两年后。我们根据分类水平的变化确定患者活动能力的改善或下降。分析的重点是导致术后活动能力恶化的因素。
    结果:术后两年,87%的患者保持或改善了活动能力。然而,27%的人在出院时表现出降低的移动性状态,与较低的家庭出院率相关(49%与维持流动性组中的80%)和流动性状况的有限改善(35%与5%)后2年。值得注意的是,胸椎后凸的术后增加(7.0±12.1vs.2.0±12.4°,p=0.002)和下腰椎前凸(4.2±13.1vs.1.8±12.6°,p=0.050)是流动性下降的重要因素。
    结论:术后活动度通常会暂时降低,但一般在2年后改善。然而,矢状对齐中的过度校正,传统知识的增加证明,可能会对患者的行动状况产生不利影响。与过度矫正相关的暂时性活动能力下降可能需要进一步康复或住院治疗。需要进一步的研究来确定手术矫正对活动性的生物力学影响。
    OBJECTIVE: To investigate changes in postoperative mobility status in patients with ASD, and the determining factors that influence these changes and their impact on clinical outcomes, including the rate of home discharge and long-term mobility.
    METHODS: A total of 299 patients with ASD who underwent multi-segment posterior spinal fusion were registered in a multi-center database were investigated. Patient mobility status was assessed using walking aids and classified into five levels (1: independent, 2: cane, 3: walker, 4: assisted, and 5: wheelchair) preoperatively, at discharge, and after 2 years. We determined improvements or declines in the patient\'s mobility based on changes in the classification levels. The analysis focused on the factors contributing to the deterioration of postoperative mobility.
    RESULTS: Two years postoperatively, 87% of patients maintained or improved mobility. However, 27% showed decreased mobility status at discharge, associated with a lower rate of home discharge (49% vs. 80% in the maintained mobility group) and limited improvement in mobility status (35% vs. 5%) after 2 years. Notably, postoperative increases in thoracic kyphosis (7.0 ± 12.1 vs. 2.0 ± 12.4°, p = 0.002) and lower lumbar lordosis (4.2 ± 13.1 vs. 1.8 ± 12.6°, p = 0.050) were substantial factors in mobility decline.
    CONCLUSIONS: Postoperative mobility often temporarily decreases but generally improves after 2 years. However, an overcorrection in sagittal alignment, evidenced by increased TK, could detrimentally affect patients\' mobility status. Transient mobility decline associated with overcorrection may require further rehabilitation or hospitalization. Further studies are required to determine the biomechanical effects of surgical correction on mobility.
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  • 文章类型: Journal Article
    方法:本研究为回顾性多中心比较队列研究。
    方法:采用回顾性的成人脊柱畸形手术患者的机构数据库。包括骶骨/骨盆在内的所有>5个椎体水平的融合均符合纳入条件。修订,3柱截骨术,临床随访<2年的患者被排除在外。根据手术入路将患者分为3组:1)后路无椎间融合术(PSF),2)带椎体间的PSF(PSF-IB),和3)前后路(AP)融合(前路腰椎椎体间融合或后路螺钉固定的外侧腰椎椎体间融合)。术中,射线照相,和临床结果,以及并发症,组间比较采用方差分析和χ2检验。
    结果:纳入了118名患者进行研究(PSF,n=37;PSF-IB,n=44;AP,n=57)。术中,两组间估计的失血量相似(p=0.171).然而,与PSF(385.1)和PSF-IB(370.7)相比,AP组手术时间更长(547.5min)(p<0.001).此外,与AP(13.6)和PSF(12.9)相比,PSF-IB(11.4)的融合长度较短(p=0.004).从术前到术后2年,两组之间的对齐变化没有差异。临床结果无差异。虽然术后并发症在各组之间基本相似,与PSF(5.4%)和PSF-IB(9.1)组相比,AP组(31.6%)的手术并发症较高(p<0.001).
    结论:虽然术中结果(手术时间和融合长度)存在差异,术后临床或影像学结局无差异.AP融合与较高的手术并发症发生率相关。
    METHODS: This study was a retrospective multi-center comparative cohort study.
    METHODS: A retrospective institutional database of operative adult spinal deformity patients was utilized. All fusions > 5 vertebral levels and including the sacrum/pelvis were eligible for inclusion. Revisions, 3 column osteotomies, and patients with < 2-year clinical follow-up were excluded. Patients were separated into 3 groups based on surgical approach: 1) posterior spinal fusion without interbody (PSF), 2) PSF with interbody (PSF-IB), and 3) anteroposterior (AP) fusion (anterior lumbar interbody fusion or lateral lumbar interbody fusion with posterior screw fixation). Intraoperative, radiographic, and clinical outcomes, as well as complications, were compared between groups with ANOVA and χ2 tests.
    RESULTS: One-hundred and thirty-eight patients were included for study (PSF, n = 37; PSF-IB, n = 44; AP, n = 57). Intraoperatively, estimated blood loss was similar between groups (p = 0.171). However, the AP group had longer operative times (547.5 min) compared to PSF (385.1) and PSF-IB (370.7) (p < 0.001). Additionally, fusion length was shorter in PSF-IB (11.4) compared to AP (13.6) and PSF (12.9) (p = 0.004). There were no differences between the groups in terms of change in alignment from preoperative to 2 years postoperative. There were no differences in clinical outcomes. While postoperative complications were largely similar between groups, operative complications were higher in the AP group (31.6%) compared to the PSF (5.4%) and PSF-IB (9.1) groups (p < 0.001).
    CONCLUSIONS: While there were differences in intraoperative outcomes (operative time and fusion length), there were no differences in postoperative clinical or radiographic outcomes. AP fusion was associated with a higher rate of operative complications.
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  • 文章类型: Journal Article
    目的:本研究旨在阐明成人脊柱畸形(ASD)患者整体脊柱对齐与使用助行器的必要性之间的关系,并探讨脊柱固定对术后活动状态的影响。
    方法:总共,对456名接受多节段脊柱固定手术并在多中心数据库中注册的老年ASD患者进行了调查。60岁以下的患者和术前无法行走的患者被排除在外。患者根据其活动状况分为独立的,甘蔗,和沃克团体。使用放射学脊柱骨盆参数和先前报道的全球脊柱平衡(GSB)分类进行比较分析。此外,研究了术前和术后2年的活动度状况.
    结果:分析了261例患者,66个使用过的助行器(手杖,46;步行者,20).术前影像学参数分析显示,步行者组的骨盆发生率和骨盆发生率-腰椎前凸不匹配,而拐杖和步行者组与独立组的矢状椎体轴增加。对GSB分类的分析表明,在矢状分类中,严重失衡(3级)的人使用助行器的百分比更高,而在冠状分类中却没有。虽然注意到术后影像学改善,手术前和手术后2年使用助行器差异无统计学意义(P=0.085)。
    结论:发现“矢状”脊柱失衡与对助行器的依赖增加之间存在显着相关性,尤其是步行者。然而,术后活动度改善的局限性提示多因素影响老年ASD患者的活动度。
    OBJECTIVE: This study aimed to clarify the relation between global spinal alignment and the necessity of walking aid use in patients with adult spinal deformity (ASD) and to investigate the impact of spinal fixation on mobility status after surgery.
    METHODS: In total, 456 older patients with ASD who had multi-segment spinal fixation surgery and were registered in a multi-center database were investigated. Patients under 60 years of age and those unable to walk preoperatively were excluded. Patients were classified by their mobility status into the independent, cane, and walker groups. Comparison analysis was conducted using radiographic spinopelvic parameters and the previously reported global spine balance (GSB) classification. In addition, preoperative and 2 years postoperative mobility statuses were investigated.
    RESULTS: Of 261 patients analyzed, 66 used walking aids (canes, 46; walkers, 20). Analysis of preoperative radiographical parameters showed increased pelvic incidence and pelvic incidence-lumbar lordosis mismatch in the walker group and increased sagittal vertebral axis in the cane and walker groups versus the independent group. Analysis of GSB classification showed a higher percentage of walker use in those with severe imbalance (grade 3) in the sagittal classification but not in the coronal classification. While postoperative radiographical improvements were noted, there was no significant difference in the use of walking aids before and 2 years after surgery (P = 0.085).
    CONCLUSIONS: A significant correlation was found between \"sagittal\" spinal imbalance and increased reliance on walking aids, particularly walkers. However, the limitation of improvement in postoperative mobility status suggested that multiple factors influence the mobility ability of elderly patients with ASD.
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  • 文章类型: Journal Article
    目的:本研究的目的是探讨成人脊柱畸形(ASD)患者躯干伸肌力量与步态诱发的背痛(GIBP)之间的关系。
    方法:纳入2018年4月至2023年3月我院收治的95例年龄≥50岁的ASD患者。通过6分钟步行测试(6MWT)评估GIBP,GIBP被定义为在评估过程中出现背痛并且无法完成测试。将患者分为三组:完成6MWT困难(第1组),有能力完成6MWT的突破(第2组),并且能够在不休息的情况下完成6MWT(第3组)。主要自变量为躯干伸肌强度,这是使用手持测力计测量的。进行有序逻辑回归分析以评估GIBP与躯干伸肌强度之间的关联,同时调整基本特征和影像学参数作为协变量。
    结果:每组纳入的ASD患者人数为;第1组27例(28.4%),第2组31人(32.6%),第3组37例(39.0%)。针对基本特征和射线照相参数进行调整的有序逻辑回归分析,躯干伸肌强度与GIBP显著相关(比值比,1.128;95%置信区间,1.025-1.242)。
    结论:本研究的结果强烈表明,在ASD患者中,躯干伸肌强度是与GIBP相关的一个有价值的因素。
    OBJECTIVE: The purpose of the present study was to investigate the association between quantitatively assessed trunk extensor strength and gait-induced back pain (GIBP) in patients with adult spinal deformity (ASD).
    METHODS: Ninety-five patients with ASD aged ≥ 50 years who were admitted to our hospital between April 2018 and March 2023 were included in the study. GIBP was evaluated through a 6-minute walking test (6MWT), with GIBP being defined as the occurrence of back pain during the evaluation and inability to complete the test. The patients were divided into three groups: difficulty completing the 6MWT (Group 1), ability to complete the 6MWT with breaks (Group 2), and ability to complete the 6MWT without taking a break (Group 3). The main independent variable was trunk extensor strength, which was measured using a hand-held dynamometer. Ordered logistic regression analysis was conducted to assess the association between GIBP and trunk extensor strength while adjusting for basic characteristics and radiographic parameters as covariates.
    RESULTS: The numbers of patients with ASD included in each group were; 27 in Group 1 (28.4%), 31 in Group 2 (32.6%), and 37 in Group 3 (39.0%). An ordered logistic regression analysis adjusted for basic characteristics and radiographic parameters, trunk extensor strength was significantly associated with GIBP (odds ratios, 1.128; 95% confidence intervals, 1.025-1.242).
    CONCLUSIONS: The results of the present study strongly indicate that trunk extensor strength is a valuable factor associated with GIBP in patients with ASD.
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  • 文章类型: Journal Article
    外侧腰椎椎间融合术(LLIF)技术已广泛用于成人脊柱畸形手术。术前了解患者在手术台上的最佳位置对于安全手术至关重要。因此,这项研究旨在确定在LLIF期间使用三维计算机断层扫描(3DCT)将患者定位在手术台上的最佳角度.
    数据来自59名患者(2名男性,57名女性,这项观察性回顾性研究包括平均年龄66.3±8.6岁),通过进行脊柱矫正手术治疗的成人脊柱畸形。使用3DCT图像获得模拟透视图像,该图像从参考位置旋转,以S1的棘突为中线,旋转到T12-L5双侧椎弓根中心的棘突位置。测量每个椎骨的旋转角度并将其定义为最佳旋转角度(ORA)。将最大和最小ORA之间的角度平分的角度定义为最大和最小ORA(OMA)的最佳平均角度,并认为是患者在手术台上位置的最佳角度。因为该位置可以在手术期间最小化手术台的旋转角度。进行多元回归分析以预测OMA。
    多元回归分析显示以下等式:OMA=1.959+(0.238×腰椎冠状Cobb角)+(-0.208×矢状纵轴)。
    当患者通过在OMA处旋转它们而被放置在手术台上时,可以减少手术台的旋转,确保安全和有效的外科手术。
    UNASSIGNED: Lateral lumbar interbody fusion (LLIF) techniques have been extensively used in adult spinal deformity surgery. Preoperative knowledge of the optimal position of the patient on the surgical table is essential for a safe procedure. Therefore, this study aims to determine the optimal angle for positioning the patient on the surgical table during LLIF using three-dimensional computed tomography (3DCT).
    UNASSIGNED: Data from 59 patients (2 males, 57 females, mean age 66.3±8.6 years) with adult spinal deformities treated by performing corrective spinal surgery were included in this observational retrospective study. Simulated fluoroscopic images were obtained using 3DCT images rotated from the reference position with the spinous process of S1 as the midline to the position with the spinous process in the center of the bilateral pedicle of T12-L5. The rotation angle of each vertebra was measured and defined as the optimal rotation angle (ORA). The angle that bisected the angle between the maximum and minimum ORA was defined as the optimal mean angle of the maximum and minimum ORA (OMA) and considered the optimal angle for the patient\'s position on the surgical table, as this position could minimize the rotation angle of the surgical table during surgery. A multiple regression analysis was performed to predict OMA.
    UNASSIGNED: Multiple regression analysis revealed the following equation: OMA=1.959+(0.238×lumbar coronal Cobb angle)+(-0.208×sagittal vertical axis).
    UNASSIGNED: When the patient is placed on the surgical table by rotating them at the OMA, the rotation of the surgical table can be reduced, ensuring a safe and efficient surgical procedure.
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  • 文章类型: Journal Article
    背景:由于三维脊柱异常,成人脊柱畸形(ASD)显著影响生活质量。患者报告结果测量(PROM),例如患者报告结果测量信息系统(PROMIS-29),在评估术后结果方面发挥着至关重要的作用。这项研究旨在调查接受长段胸腰椎融合治疗ASD的患者在36个月内PROMIS-29评分的趋势,并提供对其长期效用的见解。
    方法:对163例接受长段胸腰椎融合术的ASD患者进行回顾性研究。在基线和术后(0-)收集PROMIS-29评分,3-,6-,12-,18-,24-,30-,和36个月的随访。进行统计分析以评估相对于基线和连续记录的显著得分变化。
    结果:在36个月时观察到所有PROMIS-29类别的显着改善,疼痛强度变化最大(-35.19%,p<0.001),物理功能(+29.13%,p<0.001),和疼痛干扰(-28.8%,p<0.001)。在0和3个月之间,最大的显著变化记录在疼痛强度(-26.5%,p<0.001),物理功能(+24.3%,p<0.001),和焦虑(-16.9%,p<0.018)。然而,成绩在3个月后趋于稳定,零类别显示与后续连续记录的显著变化。
    结论:PROMIS-29评分在ASD患者中表现出显著改善,特别是在疼痛强度方面,疼痛干扰,和身体功能。然而,分数稳定超过3个月,表明PROMIS-29对长期患者康复中细微变化的敏感性有限。在ASD手术中探索PROM的最佳组合以进行全面的短期和长期结果评估的未来研究将是有益的。
    Adult spinal deformity (ASD) significantly impacts the quality of life due to three-dimensional spinal abnormalities. Patient-reported outcome measures, such as the Patient-Reported Outcomes Measurement Information System (PROMIS-29), play a crucial role in assessing postoperative outcomes. This study aims to investigate trends in PROMIS-29 scores over 36 months in patients undergoing long-segment thoracolumbar fusion for ASD and provide insights into its long-term utility.
    A retrospective study including 163 ASD patients undergoing long-segment thoracolumbar fusion was conducted. PROMIS-29 scores were collected at baseline and at postoperative (0-), 3-, 6-, 12-, 18-, 24-, 30-, and 36-month follow-ups. Statistical analyses was performed to assess significant score changes from baseline and in consecutive recordings.
    Significant improvements in all PROMIS-29 categories were observed at 36 months, with the greatest changes in pain intensity (-35.19%, P < 0.001), physical function (+29.13%, P < 0.001), and pain interference (-28.8%, P < 0.001). Between the 0 and 3 month mark, the greatest significant changes were recorded in pain intensity (-26.5%, P < 0.001), physical function (+24.3%, P < 0.001), and anxiety (-16.9%, P < 0.018). However, scores plateaued after the 3-month mark, with zero categories showing significant changes with subsequent consecutive recordings.
    PROMIS-29 scores demonstrated notable improvements in ASD patients particularly in pain intensity, pain interference, and physical function. However, scores plateaued beyond the 3-month mark, suggesting PROMIS-29\'s limited sensitivity to nuanced changes in long-term patient recovery. Future investigations exploring optimal combinations of patient reported outcome measures for comprehensive short- and long-term outcome assessments in ASD surgery would be beneficial.
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  • 文章类型: Journal Article
    方法:前瞻性研究。
    目的:本研究的目的是探讨不同体位以及S2-alar-ilia(S2AI)螺钉固定前后的PI变化,并研究术前仰卧位PI是否可以预测术后站立PI。先前的研究报告PI可能会随着不同的位置而变化。一些作者推测,ASD患者的意外PI变化可能是由于骶髂关节松弛,S2-alar-ilian(S2AI)螺钉放置,或积极的矢状悬臂技术。然而,在制定手术策略时,缺乏关于如何预测术后站立PI的研究.
    方法:对接受S2AI螺钉置入手术矫正的ASD患者进行前瞻性病例系列研究。术前站立时获得全脊柱X光片,术前仰卧,术前倾向,以及术后站立姿势。测量骨盆参数。使用Spearman相关分析来确定每个参数之间的关系。
    结果:共有83名患者(22名男性,61名女性),平均年龄为58.4±9.5岁。术前站立PI显著低于术后站立PI(p=0.004)。术前易感PI显著低于术后站立PI(p=0.001)。相比之下,术前仰卧和术后站立PI无显著差异(p=0.359),平均绝对差异为2.2°±1.9°.相关分析显示仰卧位PI与术后站立PI显著相关(r=0.951,p<0.001)。
    结论:本研究显示S2AI螺钉固定后PI发生变化。术前仰卧PI可以准确预测术后站立PI,这有助于为术后理想矢状面对准提供良好的矫正手术策略。
    METHODS: A prospective study.
    OBJECTIVE: The aim of this study was to investigate the PI change in different postures and before and after S2‑alar‑iliac (S2AI) screw fixation, and to investigate whether pre-op supine PI could predict post-op standing PI. Previous studies have reported PI may change with various positions. Some authors postulated that the unexpected PI change in ASD patients could be due to sacroiliac joint laxity, S2-alar-iliac (S2AI) screw placement, or aggressive sagittal cantilever technique. However, there was a lack of investigation on how to predict post-op standing PI when making surgical strategy.
    METHODS: A prospective case series of ASD patients undergoing surgical correction with S2AI screw placement was conducted. Full-spine X-ray films were obtained at pre-op standing, pre-op supine, pre-op prone, as well as post-op standing postures. Pelvic parameters were measured. Spearman correlation analysis was used to determine relationships between each parameter.
    RESULTS: A total of 83 patients (22 males, 61females) with a mean age of 58.4 ± 9.5 years were included in this study. Pre-op standing PI was significantly lower than post-op standing PI (p = 0.004). Pre-op prone PI was significantly lower than post-op standing PI (p = 0.001). By contrast, no significant difference was observed between pre-op supine and post-op standing PI (p = 0.359) with a mean absolute difference of 2.2° ± 1.9°. Correlation analysis showed supine PI was significantly correlated with post-op standing PI (r = 0.951, p < 0.001).
    CONCLUSIONS: This study revealed the PI changed after S2AI screw fixation. The pre-op supine PI can predict post-op standing PI precisely, which facilitates to provide correction surgery strategy with a good reference for ideal sagittal alignment postoperatively.
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  • 文章类型: Journal Article
    METHODS: Cross-sectional cohort study.
    OBJECTIVE: To classify spinal morphology using the \"current\" and \"theoretical\" Roussouly systems and assess sagittal alignment in an asymptomatic cohort.
    METHODS: 467 asymptomatic volunteers were recruited from 5 countries. Radiographic parameters were measured via the EOS imaging system. \"Current\" and \"theoretical\" Roussouly classification was assigned with sagittal whole spine imaging using sacral slope (SS), pelvic incidence (PI), and the lumbar apex. One-way analysis of variance (ANOVA) was performed to compare subject characteristics across Roussouly types, followed by post hoc Bonferroni correction.
    RESULTS: Volunteers were categorized into 4 groups (Types 1-4) and 1 subgroup (Type 3 AP) using the \"current\" and \"theoretical\" Roussouly systems. The mean PI in \"current\" Roussouly groups was 40.8° (Type 1), 43.6° (Type 2), 52.4° (Type 3), 62.4° (Type 4), and 43.7° (Type 3AP). The mean PI in \"theoretical\" Roussouly groups was 36.5° (Type 1), 39.1°(Type 2), 52.5° (Type 3), 67.3° (Type 4), and 51.0° (Type 3AP). The difference in PI between \"current\" and \"theoretical\" Roussouly types was significant for Type 1 (P = .02), Type 2 (P < .001), Type 4 (P < .001), and Type 3AP (P < .001). 34.7% of subjects had a \"current\" Roussouly type different from the \"theoretical\" type. Type 3 theoretical shape had the most frequent mismatch, constituting 61.1% of the mismatched subjects. 51.5% of mismatched Type 3 become \"current\" Type 4.
    CONCLUSIONS: The distribution of Roussouly types differs depending on whether the \"current\" or \"theoretical\" classification are employed. A sizeable proportion of volunteers exhibited current and theoretical type mismatch, highlighting the need to interpret sagittal alignment cautiously when utilizing the Roussouly system.
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  • 文章类型: Journal Article
    目的:系绳椎弓根螺钉(TPS)可以实现个人无级预张紧,并放置在上器械椎骨上方的一个或两个水平(分别为UIV1和UIV2)。这项研究旨在评估一种新颖的定制TPS,用于预防近端交界性脊柱后凸(PJK),并研究在躯干屈曲期间从颅骨向长融合产生更平滑的力过渡的潜力。而不是UIV的突然变化,成人脊柱畸形手术后。
    方法:基于从T10到S1的脊柱畸形成年患者设计了有限元模型。测试了五种不同的矢状平衡类型和植入物配置。检查了近端运动范围(ROM)和椎间应力,特别关注它们各自的不连续性。
    结果:无论矢状轮廓如何,TPS在UIV/UIV+1处的张力屏蔽都是一致的。与仅在UIV+1使用TPS相比,在UIV+1和UIV+2使用TPS增加了在减少UIV/UIV+1脊髓ROM不连续性方面的功效。通过对UIV使用两对头颅,可以定义最佳张力配置以避免在UIV+1处的还原效应。与UIV1/UIV2下的TPS相比,在TPS中添加过渡杆或将过渡杆与标准椎弓根螺钉结合使用都无法改善接合力学。
    结论:通过实施TPS策略可以实现UIV处更平滑的运动不连续性。这项新技术在硅力学中显示出有利于降低PJK风险的优势。
    OBJECTIVE: A tether pedicle screw (TPS) enables individual stepless pretensioning and is placed at one or two levels above the upper instrumented vertebra (UIV+1 and UIV+2, respectively). This study aimed to evaluate a novel customized TPS for the prevention of proximal junctional kyphosis (PJK) and to investigate the potential to generate a smoother force transition from cranial to long fusion during trunk flexion, instead of an abrupt change at the UIV, following adult spinal deformity surgery.
    METHODS: A finite element model was designed based on an adult patient with spinal deformity instrumented from T10 to S1. Five different sagittal balance types and implant configurations were tested. The proximal range of motion (ROM) and intervertebral stress were examined, with a special focus on their respective discontinuities.
    RESULTS: Tension shielding at UIV/UIV+1 by the TPS was consistent irrespective of sagittal profiles. The use of TPSs at UIV+1 and UIV+2 increased the efficacy in reducing spinal ROM discontinuity at UIV/UIV+1, as compared with the use of TPSs at UIV+1 only. Through the use of two pairs of TPSs cranial to the UIV, the optimal tension configuration could be defined to avoid a reduction effect at UIV+1. Neither the addition of transition rods to the TPSs nor the use of transition rods in combination with standard pedicle screws improved the junctional mechanics when compared with TPSs at UIV+1/UIV+2.
    CONCLUSIONS: A smoother motion discontinuity at the UIV can be achieved via implementation of a TPS strategy. This new technology shows favorable in silico mechanics for reducing the risk of PJK.
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  • 文章类型: Journal Article
    背景:脊柱测量在各种脊柱手术的手术计划中起着不可或缺的作用。全长成像消除了拼接图像可能发生的失真。然而,与传统的射线照片相比,这些图像需要放射科医生更长的时间来阅读。能够快速可靠地进行此类测量的人工智能(AI)图像分析软件将对外科医生有利,放射科医生,以及整个卫生系统。
    方法:本研究获得了机构审查委员会的批准。获得了先前由我们机构受过研究训练的脊柱外科医生测量的患者的术前全长站立前后和侧向X光片。测量包括腰椎前凸(LL),最大日冕Cobb角(GCC),骨盆发病率(PI),日冕平衡(CB),和T1-骨盆角(T1PA)。基于外科医生测量的10名患者的重叠样本,计算了评分者之间的类内相关性(ICC)值。为AI软件培训提供了另外100名患者的全长站立X射线照片。然后AI算法测量射线照片并计算ICC值。
    结果:外科医生之间的评估者间可靠性的ICC值非常出色,对于LL计算为0.97(95%CI0.88-0.99),GCC为0.78(0.33-0.94),PI为0.86(0.55-0.96),CB为0.99(0.93-0.99),T1PA为0.95(0.82-0.99)。该算法计算了五个选定的参数,ICC值在0.70和0.94之间,表明可靠性很好。人工智能和外科医生比较的典范,LL的ICC为0.88(95%CI0.83-0.92),CB为0.93(0.90-0.95)。GCC,PI,T1PA可以在ICC值为0.81(0.69-0.87)的情况下确定,0.70(0.60-0.78),和0.94(0.91-0.96)。
    结论:此处介绍的AI算法对大多数参数具有出色的可靠性,对PI具有良好的可靠性,ICC值与经验丰富的外科医生进行的测量相对应。在未来,它可以促进对大型数据集的分析,并帮助医生进行诊断,术前规划,和术后质量控制。
    BACKGROUND: Spinal measurements play an integral role in surgical planning for a variety of spine procedures. Full-length imaging eliminates distortions that can occur with stitched images. However, these images take radiologists significantly longer to read than conventional radiographs. Artificial intelligence (AI) image analysis software that can make such measurements quickly and reliably would be advantageous to surgeons, radiologists, and the entire health system.
    METHODS: Institutional Review Board approval was obtained for this study. Preoperative full-length standing anterior-posterior and lateral radiographs of patients that were previously measured by fellowship-trained spine surgeons at our institution were obtained. The measurements included lumbar lordosis (LL), greatest coronal Cobb angle (GCC), pelvic incidence (PI), coronal balance (CB), and T1-pelvic angle (T1PA). Inter-rater intra-class correlation (ICC) values were calculated based on an overlapping sample of 10 patients measured by surgeons. Full-length standing radiographs of an additional 100 patients were provided for AI software training. The AI algorithm then measured the radiographs and ICC values were calculated.
    RESULTS: ICC values for inter-rater reliability between surgeons were excellent and calculated to 0.97 for LL (95% CI 0.88-0.99), 0.78 (0.33-0.94) for GCC, 0.86 (0.55-0.96) for PI, 0.99 for CB (0.93-0.99), and 0.95 for T1PA (0.82-0.99). The algorithm computed the five selected parameters with ICC values between 0.70 and 0.94, indicating excellent reliability. Exemplary for the comparison of AI and surgeons, the ICC for LL was 0.88 (95% CI 0.83-0.92) and 0.93 for CB (0.90-0.95). GCC, PI, and T1PA could be determined with ICC values of 0.81 (0.69-0.87), 0.70 (0.60-0.78), and 0.94 (0.91-0.96) respectively.
    CONCLUSIONS: The AI algorithm presented here demonstrates excellent reliability for most of the parameters and good reliability for PI, with ICC values corresponding to measurements conducted by experienced surgeons. In future, it may facilitate the analysis of large data sets and aid physicians in diagnostics, pre-operative planning, and post-operative quality control.
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