Pub Date : 2026-01-16DOI: 10.3171/2025.8.SPINE25460
Nicholas P Tippins, Anne M Foreit, Vincent J Alentado, Jean-Pierre Mobasser, Shannon P McCanna, Eric A Potts
Objective: Obesity is commonly considered a risk factor for patients undergoing spine surgery. While various studies have explored the effects of BMI on clinical outcome measures, current literature examining the effects of BMI on patient-reported outcome measures is lacking. This study aimed to analyze the effects of patient BMI on pre- and postoperative 10-item Patient-Reported Outcomes Measurement Information System (PROMIS-10) global health T-scores for patients undergoing transforaminal lumbar interbody fusion (TLIF).
Methods: A prospectively collected multi-institutional quality registry was retrospectively reviewed. Patients who received a TLIF were categorized as nonobese (BMI < 30 kg/m2), class I obese (BMI 30-34.9 kg/m2), or class II or III obese (BMI ≥ 35 kg/m2). PROMIS-10 T-scores for global physical health (GPH) and global mental health (GMH) were collected at baseline and 3 months and 12 months after surgery. Univariate analyses were performed to compare pre- and postoperative scores and score changes across the three groups.
Results: Of the 315 patients with PROMIS-10 T-scores, there were 142 nonobese, 102 class I obese, and 71 class II or III obese patients. The three groups had similar demographics, although obese patients were younger and more commonly had diabetes. At baseline, nonobese patients had significantly better mean PROMIS-10 GPH T-scores (36.7 ± 6.6) than class II or III obese (33.9 ± 6.2) (p = 0.003) patients. By 3 months, mean GPH T-scores improved significantly in all groups (p < 0.001), with the nonobese group (12.3 ± 8.1) demonstrating similar improvement to class I obese (12.0 ± 8.3, p = 0.7) and class II or III obese (11.0 ± 8.1, p = 0.3) patients. Likewise, mean GMH T-scores improved significantly in all groups by 3 months (p < 0.001), with the nonobese group (7.1 ± 8.7) demonstrating similar T-score improvement to class I (6.5 ± 8.1, p = 0.8) and class II or III (4.3 ± 8.0, p = 0.070) obese patients. Improvements in GPH and GMH T-score changes were maintained at 12 months and continued to show no significant variability between groups.
Conclusions: While BMI may influence baseline health status as reflected by preoperative PROMIS-10 T-scores, patients across all BMI indexes had similar improvements in their PROMIS-10 T-scores at 3 and 12 months following TLIF procedures.
{"title":"Do patients with elevated BMI have worse outcomes based on 10-item Patient-Reported Outcomes Measurement Information System global health T-scores following transforaminal lumbar interbody fusion?","authors":"Nicholas P Tippins, Anne M Foreit, Vincent J Alentado, Jean-Pierre Mobasser, Shannon P McCanna, Eric A Potts","doi":"10.3171/2025.8.SPINE25460","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25460","url":null,"abstract":"<p><strong>Objective: </strong>Obesity is commonly considered a risk factor for patients undergoing spine surgery. While various studies have explored the effects of BMI on clinical outcome measures, current literature examining the effects of BMI on patient-reported outcome measures is lacking. This study aimed to analyze the effects of patient BMI on pre- and postoperative 10-item Patient-Reported Outcomes Measurement Information System (PROMIS-10) global health T-scores for patients undergoing transforaminal lumbar interbody fusion (TLIF).</p><p><strong>Methods: </strong>A prospectively collected multi-institutional quality registry was retrospectively reviewed. Patients who received a TLIF were categorized as nonobese (BMI < 30 kg/m2), class I obese (BMI 30-34.9 kg/m2), or class II or III obese (BMI ≥ 35 kg/m2). PROMIS-10 T-scores for global physical health (GPH) and global mental health (GMH) were collected at baseline and 3 months and 12 months after surgery. Univariate analyses were performed to compare pre- and postoperative scores and score changes across the three groups.</p><p><strong>Results: </strong>Of the 315 patients with PROMIS-10 T-scores, there were 142 nonobese, 102 class I obese, and 71 class II or III obese patients. The three groups had similar demographics, although obese patients were younger and more commonly had diabetes. At baseline, nonobese patients had significantly better mean PROMIS-10 GPH T-scores (36.7 ± 6.6) than class II or III obese (33.9 ± 6.2) (p = 0.003) patients. By 3 months, mean GPH T-scores improved significantly in all groups (p < 0.001), with the nonobese group (12.3 ± 8.1) demonstrating similar improvement to class I obese (12.0 ± 8.3, p = 0.7) and class II or III obese (11.0 ± 8.1, p = 0.3) patients. Likewise, mean GMH T-scores improved significantly in all groups by 3 months (p < 0.001), with the nonobese group (7.1 ± 8.7) demonstrating similar T-score improvement to class I (6.5 ± 8.1, p = 0.8) and class II or III (4.3 ± 8.0, p = 0.070) obese patients. Improvements in GPH and GMH T-score changes were maintained at 12 months and continued to show no significant variability between groups.</p><p><strong>Conclusions: </strong>While BMI may influence baseline health status as reflected by preoperative PROMIS-10 T-scores, patients across all BMI indexes had similar improvements in their PROMIS-10 T-scores at 3 and 12 months following TLIF procedures.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-17"},"PeriodicalIF":3.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.3171/2025.8.SPINE25250
Ritvik Jillala, Kelly Jiang, Carly Weber-Levine, Patrick Kramer, Maria R Jennings, Antony A Fuleihan, Andrew M Hersh, Meghana Bhimreddy, Arjun K Menta, A Daniel Davidar, Daniel Lubelski, Nicholas Theodore
Objective: Prolonged operative time and length of stay (LOS) are associated with increased complications and costs after lumbar fusions. However, with the application of robotic technology to transforaminal lumbar interbody fusions (TLIFs), operative times and LOSs have shortened. Accurate predictions of these metrics are crucial to improving operating room and hospital resource allocation. The objective of this study was to identify predictors of operative time and LOS in robot-assisted TLIF procedures.
Methods: A single-institution retrospective review was performed of patients who underwent pedicle screw placement using the same robotic navigation platform. Patients who underwent TLIF for degenerative spine indications were included. Preoperative demographics, neurological deficits, and comorbidities were extracted. Operative time and LOS outcome variables were categorized as normal or extended (> 75th percentile). Univariable analysis was performed using the Kruskal-Wallis test, and significant variables (p < 0.10) were included in the multivariable analysis. All p values < 0.05 were considered statistically significant.
Results: One hundred seventeen patients were included, who were predominantly female (n = 67, 57%) and had a median age of 64 years. In univariable analysis, revision status (p = 0.063), BMI (p = 0.029), spinal level (p = 0.012), incision type (p = 0.013), number of levels (p = 0.001), and number of screws (p = 0.001) were associated with operative time, while Charlson Comorbidity Index (CCI; p = 0.003), American Society of Anesthesiologists class (p = 0.029), and Frankel grade (p = 0.042) were associated with LOS. Multivariable analysis showed that BMI ≥ 30 kg/m2 (odds ratio [OR] 1.163, 95% confidence interval [CI] 1.024-1.322) and number of levels > 2 (OR 1.655, 95% CI 1.401-1.956) were independently associated with operative time. Frankel grade < E (OR 1.146, 95% CI 1.023-1.283) and CCI > 2 (OR 1.285, 95% CI 1.112-1.486) were independently associated with LOS.
Conclusions: This study shows significant predictors of extended surgical operative time and LOS in robot-assisted TLIF procedures. These findings can help with surgical planning and operating room allocation.
目的:延长手术时间和住院时间(LOS)与腰椎融合术后并发症和费用增加有关。然而,随着机器人技术在椎间孔腰椎椎体间融合术(TLIFs)中的应用,手术时间和损失缩短了。这些指标的准确预测对于改善手术室和医院资源分配至关重要。本研究的目的是确定机器人辅助TLIF手术时间和LOS的预测因素。方法:对使用同一机器人导航平台植入椎弓根螺钉的患者进行单机构回顾性分析。包括因退行性脊柱指征接受TLIF的患者。提取术前人口统计、神经功能缺损和合并症。手术时间和LOS结果变量分为正常或延长(> 75百分位)。单变量分析采用Kruskal-Wallis检验,多变量分析纳入显著变量(p < 0.10)。p值< 0.05均认为有统计学意义。结果:纳入117例患者,以女性为主(n = 67, 57%),中位年龄64岁。单变量分析中,手术复位状态(p = 0.063)、BMI (p = 0.029)、脊柱水平(p = 0.012)、切口类型(p = 0.013)、水平数(p = 0.001)、螺钉数量(p = 0.001)与手术时间相关,Charlson合病指数(CCI; p = 0.003)、美国麻醉医师学会分级(p = 0.029)、Frankel分级(p = 0.042)与LOS相关。多变量分析显示,BMI≥30 kg/m2(比值比[OR] 1.163, 95%可信区间[CI] 1.024-1.322)和bbb2水平数(比值比[OR] 1.655, 95% CI 1.404 -1.956)与手术时间独立相关。Frankel分级< E (OR 1.146, 95% CI 1.023-1.283)和CCI bbb2 (OR 1.285, 95% CI 1.112-1.486)与LOS独立相关。结论:本研究显示了机器人辅助TLIF手术中延长手术时间和LOS的重要预测因素。这些发现有助于手术计划和手术室的分配。
{"title":"Predictors of operative time and length of stay in robot-assisted transforaminal lumbar interbody fusions.","authors":"Ritvik Jillala, Kelly Jiang, Carly Weber-Levine, Patrick Kramer, Maria R Jennings, Antony A Fuleihan, Andrew M Hersh, Meghana Bhimreddy, Arjun K Menta, A Daniel Davidar, Daniel Lubelski, Nicholas Theodore","doi":"10.3171/2025.8.SPINE25250","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25250","url":null,"abstract":"<p><strong>Objective: </strong>Prolonged operative time and length of stay (LOS) are associated with increased complications and costs after lumbar fusions. However, with the application of robotic technology to transforaminal lumbar interbody fusions (TLIFs), operative times and LOSs have shortened. Accurate predictions of these metrics are crucial to improving operating room and hospital resource allocation. The objective of this study was to identify predictors of operative time and LOS in robot-assisted TLIF procedures.</p><p><strong>Methods: </strong>A single-institution retrospective review was performed of patients who underwent pedicle screw placement using the same robotic navigation platform. Patients who underwent TLIF for degenerative spine indications were included. Preoperative demographics, neurological deficits, and comorbidities were extracted. Operative time and LOS outcome variables were categorized as normal or extended (> 75th percentile). Univariable analysis was performed using the Kruskal-Wallis test, and significant variables (p < 0.10) were included in the multivariable analysis. All p values < 0.05 were considered statistically significant.</p><p><strong>Results: </strong>One hundred seventeen patients were included, who were predominantly female (n = 67, 57%) and had a median age of 64 years. In univariable analysis, revision status (p = 0.063), BMI (p = 0.029), spinal level (p = 0.012), incision type (p = 0.013), number of levels (p = 0.001), and number of screws (p = 0.001) were associated with operative time, while Charlson Comorbidity Index (CCI; p = 0.003), American Society of Anesthesiologists class (p = 0.029), and Frankel grade (p = 0.042) were associated with LOS. Multivariable analysis showed that BMI ≥ 30 kg/m2 (odds ratio [OR] 1.163, 95% confidence interval [CI] 1.024-1.322) and number of levels > 2 (OR 1.655, 95% CI 1.401-1.956) were independently associated with operative time. Frankel grade < E (OR 1.146, 95% CI 1.023-1.283) and CCI > 2 (OR 1.285, 95% CI 1.112-1.486) were independently associated with LOS.</p><p><strong>Conclusions: </strong>This study shows significant predictors of extended surgical operative time and LOS in robot-assisted TLIF procedures. These findings can help with surgical planning and operating room allocation.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-11"},"PeriodicalIF":3.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: Patient satisfaction serves as a valuable measure for evaluating outcomes from the patient's perspective. However, the factors critical for predicting satisfaction in patients with adult spinal deformity (ASD) remain elusive. This study aimed to develop and validate predictive models for assessing patient satisfaction 24 months after ASD surgery.
Methods: A total of 213 individuals diagnosed with ASD met inclusion criteria; 128 (60%) patients were randomly selected for model development (training set), and the remaining 85 (40%) were used for internal validation (test set) to assess model robustness. The primary outcome was the satisfaction score from Scoliosis Research Society-22r domains, with scores ≥ 4.5 indicating high satisfaction. Three machine learning (ML) algorithms (least absolute shrinkage and selection operator, recursive feature elimination, and Boruta) were used to identify critical variables for patient satisfaction. A logistic regression model was developed and tested based on these variables to predict personalized satisfaction. Feature importance was ranked using the Shapley Additive Explanations (SHAP) method.
Results: ML algorithms identified 9 key indicators of postoperative satisfaction. The predictive model demonstrated an area under the receiver operating characteristic curve of 0.846 and an accuracy of 0.812 in the test set. SHAP analysis revealed that predictors such as improved postoperative Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) function, absence of frailty, achievement of minimum clinically important difference in imaging, and enhanced WOMAC function increased the relative functional cross-sectional area, higher postoperative subtotal scores, smaller postoperative sagittal vertical axis, successful pelvic compensation, and reduced fatty infiltration significantly influenced postoperative satisfaction.
Conclusions: The results of this study suggest that the developed models can provide patients with personalized prognostic information. Surgeons should consider these routinely modifiable indicators in clinical practice to guide postoperative rehabilitation.
{"title":"Machine learning models for predicting patient satisfaction after adult spinal deformity surgery.","authors":"Zheng Wang, Qijun Wang, Wei Wang, Xinli Hu, Haojie Zhang, Wei Zhao, Xiangyu Li, Weiguo Zhu, Chao Kong, Xiaolong Chen, Shibao Lu","doi":"10.3171/2025.8.SPINE25594","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25594","url":null,"abstract":"<p><strong>Objective: </strong>Patient satisfaction serves as a valuable measure for evaluating outcomes from the patient's perspective. However, the factors critical for predicting satisfaction in patients with adult spinal deformity (ASD) remain elusive. This study aimed to develop and validate predictive models for assessing patient satisfaction 24 months after ASD surgery.</p><p><strong>Methods: </strong>A total of 213 individuals diagnosed with ASD met inclusion criteria; 128 (60%) patients were randomly selected for model development (training set), and the remaining 85 (40%) were used for internal validation (test set) to assess model robustness. The primary outcome was the satisfaction score from Scoliosis Research Society-22r domains, with scores ≥ 4.5 indicating high satisfaction. Three machine learning (ML) algorithms (least absolute shrinkage and selection operator, recursive feature elimination, and Boruta) were used to identify critical variables for patient satisfaction. A logistic regression model was developed and tested based on these variables to predict personalized satisfaction. Feature importance was ranked using the Shapley Additive Explanations (SHAP) method.</p><p><strong>Results: </strong>ML algorithms identified 9 key indicators of postoperative satisfaction. The predictive model demonstrated an area under the receiver operating characteristic curve of 0.846 and an accuracy of 0.812 in the test set. SHAP analysis revealed that predictors such as improved postoperative Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) function, absence of frailty, achievement of minimum clinically important difference in imaging, and enhanced WOMAC function increased the relative functional cross-sectional area, higher postoperative subtotal scores, smaller postoperative sagittal vertical axis, successful pelvic compensation, and reduced fatty infiltration significantly influenced postoperative satisfaction.</p><p><strong>Conclusions: </strong>The results of this study suggest that the developed models can provide patients with personalized prognostic information. Surgeons should consider these routinely modifiable indicators in clinical practice to guide postoperative rehabilitation.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-12"},"PeriodicalIF":3.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.3171/2025.8.SPINE25583
Fthimnir M Hassan, Zeeshan M Sardar, Lawrence G Lenke, Sarthak Mohanty, Peter G Passias, Eric O Klineberg, Virginie Lafage, Justin S Smith, D Kojo Hamilton, Jeffrey L Gum, Renaud Lafage, Jeffrey Mullin, Michael P Kelly, Bassel G Diebo, Thomas J Buell, Han Jo Kim, Khaled Kebaish, Robert Eastlack, Alan H Daniels, Gregory Mundis, Themistocles S Protopsaltis, Munish C Gupta, Frank J Schwab, Christopher I Shaffrey, Christopher P Ames, Shay Bess
<p><strong>Objective: </strong>The objective of this study was to determine whether increased cell saver (CS) salvage transfusion to estimated blood loss (EBL) ratio (CS:EBL) is a driver in the development of cardiopulmonary (CP) and/or renal complications.</p><p><strong>Methods: </strong>Patients with adult spinal deformity (ASD) enrolled in a multicenter, observational prospective study from 13 spinal deformity centers in North America were queried. Eligible participants met at least one of the following radiographic and/or procedural inclusion criteria: pelvic incidence-lumbar lordosis mismatch ≥ 25°, T1 pelvic angle ≥ 30°, sagittal vertical axis ≥ 15 cm, thoracic scoliosis ≥ 70°, thoracolumbar/lumbar scoliosis ≥ 50°, global coronal malalignment ≥ 7 cm, having undergone a 3-column osteotomy, spinal fusion ≥ 12 levels, and/or age ≥ 65 years with ≥ 7 levels of instrumentation. Patients were dichotomized based on whether their CS:EBL was ≥ or < 0.33. Patients who did not have CS transfused intraoperatively were excluded. Key outcomes included renal and CP-related medical complications. Patient characteristics, preoperative laboratory results, operative data, and radiographic parameters were compared using appropriate statistical tests. A conceptual multivariable logistic regression model was built to assess risk factors associated with the primary outcome.</p><p><strong>Results: </strong>Four hundred six patients were included in this analysis, including 10.6% (n = 43) with a CS:EBL ≥ 0.33 and 89.4% (n = 363) with a CS:EBL < 0.33. The patients with a CS:EBL ≥ 0.33 were significantly older (mean 66.2 [SD 12.2] vs 58.9 [SD 16.4] years, p = 0.0007), experienced less EBL intraoperatively (mean 1048.3 [SD 852.2] vs 1695.6 [SD 1295.3] ml, p < 0.0001), had fewer total instrumented levels (mean 12.2 [SD 3.3] vs 14.1 [SD 3.6] levels, p = 0.0001), had fewer posterior column osteotomies performed (72.1% vs 86.8%, p = 0.0103), and had less major coronal Cobb angle correction (mean -17.0° [SD 14.6°] vs -22.7° [SD 16.7°], p = 0.0373). Despite comparable transfusion rates, patients with a CS:EBL ≥ 0.33 had fewer packed red blood cell (RBC), fresh frozen plasma, and platelet units transfused intraoperatively (p < 0.05). No significant differences were observed among overall CP and renal complications. However, when stratifying CP complications by type, patients with a CS:EBL ≥ 0.33 experienced a significantly greater rate of pulmonary embolisms (PEs; 9.3% vs 1.4%, p = 0.0093) within 30 days of surgery. A multivariable logistic regression model adjusted for the significant differences between the two groups found a CS:EBL ≥ 0.33 to be an independent risk factor for the development of a PE, conferring an odds ratio of 6.57 (95% CI 1.75-24.66) with excellent model diagnostics (model p value = 0.0031, area under the receiver operating characteristic curve = 0.92).</p><p><strong>Conclusions: </strong>Patients with a high CS:EBL were at a significantly greater risk of
目的:本研究的目的是确定增加的细胞保存(CS)挽救性输血与估计失血量(EBL)之比(CS:EBL)是否是心肺(CP)和/或肾脏并发症发展的驱动因素。方法:对来自北美13个脊柱畸形中心的成人脊柱畸形(ASD)患者进行多中心、观察性前瞻性研究。符合条件的参与者至少满足以下影像学和/或手术纳入标准中的一项:骨盆发生率-腰椎前凸不匹配≥25°,T1骨盆角≥30°,矢状垂直轴≥15 cm,胸部脊柱侧凸≥70°,胸腰椎侧凸≥50°,整体冠状面不对齐≥7 cm,接受过3柱截骨术,脊柱融合≥12节段,和/或年龄≥65岁,内固定≥7节段。根据CS:EBL≥或< 0.33对患者进行二分类。术中未输注CS的患者被排除在外。主要结局包括肾脏和cp相关的医学并发症。患者特征、术前实验室结果、手术资料和影像学参数采用适当的统计学检验进行比较。建立了一个概念多变量逻辑回归模型来评估与主要结局相关的危险因素。结果:460例患者纳入本分析,其中10.6% (n = 43)患者CS:EBL≥0.33,89.4% (n = 363)患者CS:EBL < 0.33。患者CS: EBL≥0.33)明显老(平均66.2(标准差12.2)和58.9(标准差16.4)年,p = 0.0007),经验丰富的电子处理(平均1048.3(标准差852.2)和1695.6(标准差1295.3)ml, p < 0.0001),有更少的总检测水平(平均12.2(标准差3.3)和14.1(标准差3.6)水平,p = 0.0001),有更少的后列进行截骨术(72.1%比86.8%,p = 0.0103),减少了主要日冕Cobb角校正(平均-17.0°(SD 14.6°)vs -22.7°(SD 16.7°),p = 0.0373)。尽管输血率相当,但CS:EBL≥0.33的患者术中输血的红细胞(RBC)、新鲜冷冻血浆和血小板单位较少(p < 0.05)。总CP和肾脏并发症无显著差异。然而,当将CP并发症按类型分层时,CS:EBL≥0.33的患者在手术后30天内发生肺栓塞的几率明显更高(PEs: 9.3% vs 1.4%, p = 0.0093)。多变量logistic回归模型校正了两组间的显著性差异,发现CS:EBL≥0.33是PE发生的独立危险因素,比值比为6.57 (95% CI 1.75-24.66),模型诊断效果良好(模型p值= 0.0031,受试者工作特征曲线下面积= 0.92)。结论:高CS:EBL患者在术后早期发生PE的风险显著增加,与出血量和手术复杂性无关。研究结果支持重新评估在该患者群体中使用红细胞的获益。
{"title":"Association between cell saver transfusion to estimated blood loss ratio and risk of pulmonary embolism after adult spinal deformity surgery.","authors":"Fthimnir M Hassan, Zeeshan M Sardar, Lawrence G Lenke, Sarthak Mohanty, Peter G Passias, Eric O Klineberg, Virginie Lafage, Justin S Smith, D Kojo Hamilton, Jeffrey L Gum, Renaud Lafage, Jeffrey Mullin, Michael P Kelly, Bassel G Diebo, Thomas J Buell, Han Jo Kim, Khaled Kebaish, Robert Eastlack, Alan H Daniels, Gregory Mundis, Themistocles S Protopsaltis, Munish C Gupta, Frank J Schwab, Christopher I Shaffrey, Christopher P Ames, Shay Bess","doi":"10.3171/2025.8.SPINE25583","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25583","url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to determine whether increased cell saver (CS) salvage transfusion to estimated blood loss (EBL) ratio (CS:EBL) is a driver in the development of cardiopulmonary (CP) and/or renal complications.</p><p><strong>Methods: </strong>Patients with adult spinal deformity (ASD) enrolled in a multicenter, observational prospective study from 13 spinal deformity centers in North America were queried. Eligible participants met at least one of the following radiographic and/or procedural inclusion criteria: pelvic incidence-lumbar lordosis mismatch ≥ 25°, T1 pelvic angle ≥ 30°, sagittal vertical axis ≥ 15 cm, thoracic scoliosis ≥ 70°, thoracolumbar/lumbar scoliosis ≥ 50°, global coronal malalignment ≥ 7 cm, having undergone a 3-column osteotomy, spinal fusion ≥ 12 levels, and/or age ≥ 65 years with ≥ 7 levels of instrumentation. Patients were dichotomized based on whether their CS:EBL was ≥ or < 0.33. Patients who did not have CS transfused intraoperatively were excluded. Key outcomes included renal and CP-related medical complications. Patient characteristics, preoperative laboratory results, operative data, and radiographic parameters were compared using appropriate statistical tests. A conceptual multivariable logistic regression model was built to assess risk factors associated with the primary outcome.</p><p><strong>Results: </strong>Four hundred six patients were included in this analysis, including 10.6% (n = 43) with a CS:EBL ≥ 0.33 and 89.4% (n = 363) with a CS:EBL < 0.33. The patients with a CS:EBL ≥ 0.33 were significantly older (mean 66.2 [SD 12.2] vs 58.9 [SD 16.4] years, p = 0.0007), experienced less EBL intraoperatively (mean 1048.3 [SD 852.2] vs 1695.6 [SD 1295.3] ml, p < 0.0001), had fewer total instrumented levels (mean 12.2 [SD 3.3] vs 14.1 [SD 3.6] levels, p = 0.0001), had fewer posterior column osteotomies performed (72.1% vs 86.8%, p = 0.0103), and had less major coronal Cobb angle correction (mean -17.0° [SD 14.6°] vs -22.7° [SD 16.7°], p = 0.0373). Despite comparable transfusion rates, patients with a CS:EBL ≥ 0.33 had fewer packed red blood cell (RBC), fresh frozen plasma, and platelet units transfused intraoperatively (p < 0.05). No significant differences were observed among overall CP and renal complications. However, when stratifying CP complications by type, patients with a CS:EBL ≥ 0.33 experienced a significantly greater rate of pulmonary embolisms (PEs; 9.3% vs 1.4%, p = 0.0093) within 30 days of surgery. A multivariable logistic regression model adjusted for the significant differences between the two groups found a CS:EBL ≥ 0.33 to be an independent risk factor for the development of a PE, conferring an odds ratio of 6.57 (95% CI 1.75-24.66) with excellent model diagnostics (model p value = 0.0031, area under the receiver operating characteristic curve = 0.92).</p><p><strong>Conclusions: </strong>Patients with a high CS:EBL were at a significantly greater risk of","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-11"},"PeriodicalIF":3.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.3171/2025.8.SPINE25764
Jane Jomy, Mehran Nasralla, Anna T Santiago, Roger Smith, Eric Massicotte, Michael Yan
Objective: Vertebral augmentation (VA), including vertebroplasty and kyphoplasty, has become pivotal in alleviating pain and disability associated with pathological compression fractures of the spine. However, there is no existing guidance informing the ideal timing of radiotherapy (RT) and VA, with a theoretical concern of tumoral seeding if adjuvant. This study compared locoregional cancer recurrence in patients who underwent neoadjuvant versus adjuvant RT.
Methods: The authors conducted a retrospective review of all adult cancer patients treated with VA and RT within 3 months between 2009 and 2023 at the University Health Network in Toronto, Ontario, Canada. They investigated locoregional recurrence (LRR), defined as recurrence within the RT field as well as 1 vertebral body above and below. Time to recurrence was estimated using cumulative incidence analysis and compared using Gray's test. Competing risk regression was used to compare the recurrence risk in the full cohort and in a matched cohort using propensity scores informed by biologically effective dose, radiosensitivity, and vertebral levels.
Results: The authors included 180 patients-45 received adjuvant RT and 135 received neoadjuvant RT. The mean ± SD age of patients was 63.8 ± 12.7 years and about half were female (52%). The mean time between VA and adjuvant RT was 30 ± 26 days and 41 ± 23 days between neoadjuvant RT and VA (p < 0.001). Forty patients (22%) had LRR, with a median (range) time from RT to recurrence of 2.4 (0.1-96) months. Patients who underwent neoadjuvant RT had a reduced risk of LRR (subdistribution hazard ratio [sHR] [95% CI] 0.30 [0.16-0.56], p < 0.001). This observation did not change after propensity score matching (sHR [95% CI] 0.41 [0.19-0.88], p = 0.02).
Conclusions: The authors observed a higher risk of LRR in patients who underwent adjuvant versus neoadjuvant RT in relation to VA. In the setting of painful spine metastases, RT should be considered before VA for improved tumor control.
目的:椎体增强术(VA),包括椎体成形术和脊柱后凸成形术,已成为缓解病理性脊柱压缩性骨折相关疼痛和残疾的关键。然而,目前还没有关于放疗(RT)和VA的理想时机的指导,理论上存在肿瘤播种辅助治疗的问题。本研究比较了接受新辅助放疗和辅助放疗的患者的局部肿瘤复发率。方法:作者对2009年至2023年加拿大安大略省多伦多大学健康网络3个月内接受VA和RT治疗的所有成年癌症患者进行了回顾性分析。他们调查了局部复发(LRR),定义为在RT范围内以及上下1个椎体的复发。使用累积发生率分析估计复发时间,并使用Gray检验进行比较。竞争风险回归用于比较全队列和匹配队列的复发风险,使用生物有效剂量、放射敏感性和椎体水平的倾向评分。结果:共纳入180例患者,其中辅助放疗45例,新辅助放疗135例,患者平均±SD年龄为63.8±12.7岁,女性约占一半(52%)。VA与辅助RT的平均间隔时间为30±26天,新辅助RT与VA的平均间隔时间为41±23天(p < 0.001)。40例(22%)患者有LRR,从RT到复发的中位(范围)时间为2.4(0.1-96)个月。接受新辅助放疗的患者发生LRR的风险降低(亚分布风险比[sHR] [95% CI] 0.30 [0.16-0.56], p < 0.001)。倾向评分匹配后,这一观察结果没有改变(sHR [95% CI] 0.41 [0.19-0.88], p = 0.02)。结论:作者观察到,与VA相比,接受辅助放疗与新辅助放疗的患者LRR风险更高。在疼痛性脊柱转移的情况下,为了改善肿瘤控制,应在VA之前考虑RT。
{"title":"Does timing matter? A single-institution analysis of vertebral augmentation before or after radiotherapy in the treatment of painful spine metastases.","authors":"Jane Jomy, Mehran Nasralla, Anna T Santiago, Roger Smith, Eric Massicotte, Michael Yan","doi":"10.3171/2025.8.SPINE25764","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25764","url":null,"abstract":"<p><strong>Objective: </strong>Vertebral augmentation (VA), including vertebroplasty and kyphoplasty, has become pivotal in alleviating pain and disability associated with pathological compression fractures of the spine. However, there is no existing guidance informing the ideal timing of radiotherapy (RT) and VA, with a theoretical concern of tumoral seeding if adjuvant. This study compared locoregional cancer recurrence in patients who underwent neoadjuvant versus adjuvant RT.</p><p><strong>Methods: </strong>The authors conducted a retrospective review of all adult cancer patients treated with VA and RT within 3 months between 2009 and 2023 at the University Health Network in Toronto, Ontario, Canada. They investigated locoregional recurrence (LRR), defined as recurrence within the RT field as well as 1 vertebral body above and below. Time to recurrence was estimated using cumulative incidence analysis and compared using Gray's test. Competing risk regression was used to compare the recurrence risk in the full cohort and in a matched cohort using propensity scores informed by biologically effective dose, radiosensitivity, and vertebral levels.</p><p><strong>Results: </strong>The authors included 180 patients-45 received adjuvant RT and 135 received neoadjuvant RT. The mean ± SD age of patients was 63.8 ± 12.7 years and about half were female (52%). The mean time between VA and adjuvant RT was 30 ± 26 days and 41 ± 23 days between neoadjuvant RT and VA (p < 0.001). Forty patients (22%) had LRR, with a median (range) time from RT to recurrence of 2.4 (0.1-96) months. Patients who underwent neoadjuvant RT had a reduced risk of LRR (subdistribution hazard ratio [sHR] [95% CI] 0.30 [0.16-0.56], p < 0.001). This observation did not change after propensity score matching (sHR [95% CI] 0.41 [0.19-0.88], p = 0.02).</p><p><strong>Conclusions: </strong>The authors observed a higher risk of LRR in patients who underwent adjuvant versus neoadjuvant RT in relation to VA. In the setting of painful spine metastases, RT should be considered before VA for improved tumor control.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-6"},"PeriodicalIF":3.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.3171/2025.8.SPINE25515
Darius Ansari, Garret P Greeneway, Grace Talbot, Nathaniel P Brooks
Objective: Posterior cervical foraminotomy (PCF) for the treatment of radiculopathy can be performed via open, minimally invasive (MIS), or more recently emerging endoscopic approaches. Although proponents of endoscopy cite decreased postoperative pain as an advantage compared with open or MIS approaches, few studies have been performed to evaluate this outcome.
Methods: The authors retrospectively identified all patients undergoing PCF at a single institution from January 1, 2015, to June 1, 2024. Patients were stratified by operative approach (open, MIS, or uniportal endoscopic). The primary outcome was opioid consumption at 6 weeks, 3 months, and 6 months postoperatively, as well as cumulative opioid consumption in morphine milligram equivalents (MME) at each time interval. Secondary outcomes included short-term perioperative outcomes such as complications, operative duration, pain relief, and reoperation.
Results: One hundred thirty-eight patients met inclusion criteria, of whom 37 underwent open, 67 underwent MIS, and 34 underwent uniportal endoscopic procedures. Patients undergoing MIS and endoscopic approaches had lower rates of opioid use at 6 weeks compared with open approaches (relative risk 0.51 and 0.39, respectively). Endoscopic procedures were associated with lower total opioid MME within 6 weeks than both MIS and open procedures (238.4 vs 479.4 vs 753.8), although MIS and endoscopic procedures had similar rates of opioid use at 6 weeks. A subgroup analysis of a propensity score-matched cohort based on preoperative demographic data revealed a similar association between operative approach and total MME, although there were no significant differences between the cohorts in the proportion of patients using opioids at any of the follow-up intervals.
Conclusions: In this retrospective analysis, both endoscopic and MIS PCF were associated with lower overall rates and amount of opioid use with similar rates of short-term complications, reoperations, and pain relief as open approaches.
目的:后颈椎椎间孔切开术(PCF)治疗神经根病可以通过开放、微创(MIS)或最近出现的内镜入路进行。尽管内窥镜的支持者认为与开放或MIS入路相比,减少术后疼痛是一个优势,但很少有研究对这一结果进行评估。方法:回顾性分析2015年1月1日至2024年6月1日在同一医院接受PCF治疗的所有患者。通过手术入路(开放、MIS或单门静脉内镜)对患者进行分层。主要结局是术后6周、3个月和6个月的阿片类药物消耗,以及每个时间间隔内吗啡毫克当量(MME)的阿片类药物累积消耗。次要结局包括短期围手术期结局,如并发症、手术时间、疼痛缓解和再手术。结果:138例患者符合纳入标准,其中37例行开放手术,67例行MIS手术,34例行单门静脉内镜手术。与开放入路相比,接受MIS和内镜入路的患者在6周时的阿片类药物使用率较低(相对风险分别为0.51和0.39)。与MIS和开放式手术相比,内镜手术在6周内的阿片类药物总MME较低(238.4 vs 479.4 vs 753.8),尽管MIS和内镜手术在6周时的阿片类药物使用率相似。基于术前人口学数据的倾向评分匹配队列的亚组分析显示,手术入路与总MME之间存在类似的关联,尽管在任何随访时间间隔内,队列之间使用阿片类药物的患者比例没有显着差异。结论:在这项回顾性分析中,内镜和MIS PCF均与较低的阿片类药物总使用率和用量相关,其短期并发症、再手术和疼痛缓解率与开放入路相似。
{"title":"A retrospective comparative analysis of postoperative opioid utilization following uniportal endoscopic versus minimally invasive versus open approaches for posterior cervical foraminotomy.","authors":"Darius Ansari, Garret P Greeneway, Grace Talbot, Nathaniel P Brooks","doi":"10.3171/2025.8.SPINE25515","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25515","url":null,"abstract":"<p><strong>Objective: </strong>Posterior cervical foraminotomy (PCF) for the treatment of radiculopathy can be performed via open, minimally invasive (MIS), or more recently emerging endoscopic approaches. Although proponents of endoscopy cite decreased postoperative pain as an advantage compared with open or MIS approaches, few studies have been performed to evaluate this outcome.</p><p><strong>Methods: </strong>The authors retrospectively identified all patients undergoing PCF at a single institution from January 1, 2015, to June 1, 2024. Patients were stratified by operative approach (open, MIS, or uniportal endoscopic). The primary outcome was opioid consumption at 6 weeks, 3 months, and 6 months postoperatively, as well as cumulative opioid consumption in morphine milligram equivalents (MME) at each time interval. Secondary outcomes included short-term perioperative outcomes such as complications, operative duration, pain relief, and reoperation.</p><p><strong>Results: </strong>One hundred thirty-eight patients met inclusion criteria, of whom 37 underwent open, 67 underwent MIS, and 34 underwent uniportal endoscopic procedures. Patients undergoing MIS and endoscopic approaches had lower rates of opioid use at 6 weeks compared with open approaches (relative risk 0.51 and 0.39, respectively). Endoscopic procedures were associated with lower total opioid MME within 6 weeks than both MIS and open procedures (238.4 vs 479.4 vs 753.8), although MIS and endoscopic procedures had similar rates of opioid use at 6 weeks. A subgroup analysis of a propensity score-matched cohort based on preoperative demographic data revealed a similar association between operative approach and total MME, although there were no significant differences between the cohorts in the proportion of patients using opioids at any of the follow-up intervals.</p><p><strong>Conclusions: </strong>In this retrospective analysis, both endoscopic and MIS PCF were associated with lower overall rates and amount of opioid use with similar rates of short-term complications, reoperations, and pain relief as open approaches.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-10"},"PeriodicalIF":3.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.3171/2025.8.SPINE25688
Austin C Kaidi, Michelle A Zabat, Amy L Xu, Adin Ehrlich, Tomoyuki Asada, Harvinder S Sandhu, Russel C Huang, Sravisht Iyer, Sheeraz A Qureshi
Objective: Although the mainstay of treatment for lumbar spondylolysis is nonoperative management with activity modification, a sizeable portion of patients will go on to nonunion. The growing use of robotic surgical guidance can allow for placement of pars screws through percutaneous incisions. The objective of this case series was to report on the largest series of adolescent patients with lumbar spondylolysis treated with robot-assisted pars repair to date.
Methods: A retrospective review of a prospectively collected database was performed for all adolescent patients (aged 13-25 years) who underwent pars repairs for treatment of spondylolysis with a single-screw technique. Patient demographic, surgical, and postoperative course information was collected and reported.
Results: Nine patients who underwent robotic pars repair were identified. The mean ± SD duration of activity cessation at initial surgical consultation was 8.6 ± 10.6 months. Seven patients underwent bilateral pars repairs and 2 underwent unilateral pars repairs. With a mean ± SD follow-up of 11.4 ± 9.1 months, 78% of patients had either returned to their baseline activity or were cleared for return to sport at the time of final follow-up.
Conclusions: For patients who fail nonoperative management, robot-assisted pars repair can be a safe and effective treatment option to allow return to activity in as little as 8 weeks. A single screw placed in a lag-by-technique fashion may be as clinically efficacious as open debridement and bone grafting described in prior literature.
{"title":"Utilization of robotic pars repair for early return to activity in adolescents with symptomatic spondylolysis: a case series.","authors":"Austin C Kaidi, Michelle A Zabat, Amy L Xu, Adin Ehrlich, Tomoyuki Asada, Harvinder S Sandhu, Russel C Huang, Sravisht Iyer, Sheeraz A Qureshi","doi":"10.3171/2025.8.SPINE25688","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25688","url":null,"abstract":"<p><strong>Objective: </strong>Although the mainstay of treatment for lumbar spondylolysis is nonoperative management with activity modification, a sizeable portion of patients will go on to nonunion. The growing use of robotic surgical guidance can allow for placement of pars screws through percutaneous incisions. The objective of this case series was to report on the largest series of adolescent patients with lumbar spondylolysis treated with robot-assisted pars repair to date.</p><p><strong>Methods: </strong>A retrospective review of a prospectively collected database was performed for all adolescent patients (aged 13-25 years) who underwent pars repairs for treatment of spondylolysis with a single-screw technique. Patient demographic, surgical, and postoperative course information was collected and reported.</p><p><strong>Results: </strong>Nine patients who underwent robotic pars repair were identified. The mean ± SD duration of activity cessation at initial surgical consultation was 8.6 ± 10.6 months. Seven patients underwent bilateral pars repairs and 2 underwent unilateral pars repairs. With a mean ± SD follow-up of 11.4 ± 9.1 months, 78% of patients had either returned to their baseline activity or were cleared for return to sport at the time of final follow-up.</p><p><strong>Conclusions: </strong>For patients who fail nonoperative management, robot-assisted pars repair can be a safe and effective treatment option to allow return to activity in as little as 8 weeks. A single screw placed in a lag-by-technique fashion may be as clinically efficacious as open debridement and bone grafting described in prior literature.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-6"},"PeriodicalIF":3.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.3171/2025.8.SPINE25567
Husain Shakil, Armaan K Malhotra, Adom Bondzi-Simpson, Ahmad Essa, Vishwathsen Karthikeyan, Christopher S Lozano, Anne L Versteeg, Christopher W Smith, Yingshi He, Jetan H Badhiwala, Arjun Sahgal, Nicolas Dea, Michael G Fehlings, Alexander Kiss, Christopher D Witiw, Donald A Redelmeier, Jefferson R Wilson
Objective: The aim of this study was to investigate the association of home socioeconomic status (SES) with days at home and survival after treatment of spinal metastases.
Methods: This population cohort study included all patients in the Ontario Cancer Registry treated from 2007 to 2019 with surgery or radiation therapy (RT) for spinal metastasis. Ordinal categories of SES (SES1-SES5) were defined using home neighborhood material deprivation scores. Outcomes included adjusted median differences (aMD) in the number of days at home and adjusted hazard ratios (aHRs) of mortality for patients of differing SES. Secondary care access outcomes included receiving stereotactic body RT for treatment, the timing of palliative care initiation, and the distance from home to the nearest cancer center.
Results: There were 35,896 patients (55% male, mean age 64.4 years) identified; 7397 (21%) resided in relatively resource-deprived neighborhoods and 7080 (20%) resided in relatively resource-affluent neighborhoods. Patients living in the lowest SES neighborhoods had the fewest days at home (SES1 vs SES5, aMD -47) and shortest survival (SES1 vs SES5, aHR 1.14). There was significant mediation attributable to differences in primary cancer (days at home [15.6%], survival [25.7%]) and frailty (days at home [5.9%], survival [7.7%]) between neighborhood SES. Patients residing in lower SES neighborhoods were less often treated with stereotactic body RT (adjusted OR 0.38), had later initiation of palliative care (aHR 0.94), and lived farther from cancer centers (adjusted mean difference 16.5 km).
Conclusions: Patients with spinal metastases living in lower SES neighborhoods had fewer days at home and shorter survival, which was partially mediated by differences in primary cancer and possibly posttreatment access to oncology care. These findings will support advocacy efforts championing equity in cancer care.
目的:本研究旨在探讨家庭社会经济地位(SES)与脊柱转移治疗后居家天数和生存的关系。方法:该人群队列研究纳入了安大略省癌症登记处2007年至2019年接受脊柱转移手术或放疗(RT)治疗的所有患者。使用家庭邻里物质剥夺评分来定义SES的序数类别(SES1-SES5)。结果包括不同SES患者在家天数的调整中位数差异(aMD)和调整死亡率风险比(aHRs)。二级保健可及性结果包括接受立体定向身体放射治疗、开始姑息治疗的时间以及从家到最近的癌症中心的距离。结果:共发现35,896例患者,其中男性55%,平均年龄64.4岁;7397名(21%)居住在资源相对匮乏的社区,7080名(20%)居住在资源相对丰富的社区。生活在最低SES社区的患者在家的天数最少(SES1 vs SES5, aHR为-47),生存时间最短(SES1 vs SES5, aHR为1.14)。社区SES之间的原发癌(在家天数[15.6%],生存期[25.7%])和虚弱(在家天数[5.9%],生存期[7.7%])差异存在显著中介作用。居住在社会经济地位较低社区的患者接受立体定向体RT治疗的频率较低(调整后的OR为0.38),开始姑息治疗的时间较晚(aHR为0.94),并且离癌症中心较远(调整后的平均差值为16.5 km)。结论:生活在社会经济地位较低社区的脊柱转移患者在家的天数较少,生存期较短,部分原因是原发癌症的差异,可能是治疗后肿瘤护理的差异。这些发现将支持倡导癌症治疗公平性的努力。
{"title":"Influence of socioeconomic status on health outcomes after treatment of spinal metastases.","authors":"Husain Shakil, Armaan K Malhotra, Adom Bondzi-Simpson, Ahmad Essa, Vishwathsen Karthikeyan, Christopher S Lozano, Anne L Versteeg, Christopher W Smith, Yingshi He, Jetan H Badhiwala, Arjun Sahgal, Nicolas Dea, Michael G Fehlings, Alexander Kiss, Christopher D Witiw, Donald A Redelmeier, Jefferson R Wilson","doi":"10.3171/2025.8.SPINE25567","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25567","url":null,"abstract":"<p><strong>Objective: </strong>The aim of this study was to investigate the association of home socioeconomic status (SES) with days at home and survival after treatment of spinal metastases.</p><p><strong>Methods: </strong>This population cohort study included all patients in the Ontario Cancer Registry treated from 2007 to 2019 with surgery or radiation therapy (RT) for spinal metastasis. Ordinal categories of SES (SES1-SES5) were defined using home neighborhood material deprivation scores. Outcomes included adjusted median differences (aMD) in the number of days at home and adjusted hazard ratios (aHRs) of mortality for patients of differing SES. Secondary care access outcomes included receiving stereotactic body RT for treatment, the timing of palliative care initiation, and the distance from home to the nearest cancer center.</p><p><strong>Results: </strong>There were 35,896 patients (55% male, mean age 64.4 years) identified; 7397 (21%) resided in relatively resource-deprived neighborhoods and 7080 (20%) resided in relatively resource-affluent neighborhoods. Patients living in the lowest SES neighborhoods had the fewest days at home (SES1 vs SES5, aMD -47) and shortest survival (SES1 vs SES5, aHR 1.14). There was significant mediation attributable to differences in primary cancer (days at home [15.6%], survival [25.7%]) and frailty (days at home [5.9%], survival [7.7%]) between neighborhood SES. Patients residing in lower SES neighborhoods were less often treated with stereotactic body RT (adjusted OR 0.38), had later initiation of palliative care (aHR 0.94), and lived farther from cancer centers (adjusted mean difference 16.5 km).</p><p><strong>Conclusions: </strong>Patients with spinal metastases living in lower SES neighborhoods had fewer days at home and shorter survival, which was partially mediated by differences in primary cancer and possibly posttreatment access to oncology care. These findings will support advocacy efforts championing equity in cancer care.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-10"},"PeriodicalIF":3.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.3171/2025.8.SPINE25945
Eunice Yang, Praveen V Mummaneni, Dean Chou, Mohamad Bydon, Erica F Bisson, Elan Schonfeld, Christopher I Shaffrey, Steven D Glassman, Kevin T Foley, Eric A Potts, Chun-Po Yen, Domagoj Coric, John J Knightly, Paul Park, Michael Y Wang, Kai-Ming Fu, Jonathan R Slotkin, Anthony L Asher, Michael S Virk, Regis W Haid, Andrew K Chan
Objective: The prevalence of degenerative lumbar spondylolisthesis in older adults is increasing, yet the factors influencing surgical outcomes remain unclear. The authors' study used a machine learning approach to identify outcome clusters among older patients operated on for grade I lumbar spondylolisthesis.
Methods: The authors analyzed data from the prospective Quality Outcomes Database (QOD) registry for patients aged ≥ 65 years who underwent surgery for grade I degenerative lumbar spondylolisthesis. Principal components analysis was used to generate a composite outcome score from 5 patient-reported outcomes (PROs) collected 24 months postoperatively. Subsequently, K-means clustering was used to stratify patients by outcome, with the optimal number of clusters decided by silhouette scoring. Multivariable logistic regression and Boruta feature selection were used to assess variable importance.
Results: Of 608 total patients, 233 were at least 65 years of age and met 24-month follow-up. K-means clustering identified two distinct groups: cluster 1 corresponded to more optimal outcomes (less pain and disability, higher satisfaction and quality of life), and cluster 2 corresponded to suboptimal outcomes. Cluster 1 had significantly greater improvements across all PROs at 24 months (p < 0.001), with 87.1% achieving the minimal clinically important difference (MCID) across both EQ-5D and Oswestry Disability Index (ODI) scores versus 48.8% in cluster 2 (p < 0.001). Clusters were similar in age (mean 72.5 vs 73.4 years, p = 0.24), but cluster 1 had lower baseline back and leg pain scores. Notably, patients in the optimal outcomes cluster were significantly more likely to have received a fusion procedure (70.7% vs 51.2%, p = 0.003). In logistic regression predictor analysis, lower baseline Numerical Rating Scale (NRS)-back pain score (OR 0.70, 95% CI 0.50-0.98, p = 0.04) and addition of fusion (OR 1.70, 95% CI 1.24-2.33, p = 0.001) were significant independent predictors of optimal outcomes, which was subsequently confirmed in Boruta analysis.
Conclusions: The authors' analysis of older (≥ 65 years old) patients undergoing surgery for grade I spondylolisthesis revealed two distinct clusters: one with optimal and the other with suboptimal outcomes. The addition of fusion to a procedure was associated with superior outcomes, as patients who received fusion had a 70% increase in the odds of reaching an optimal outcome. Age was not significantly associated with outcome, implying that there is no clear cutoff for surgical eligibility in older patients. These findings may inform decision-making between decompression alone versus decompression with fusion in older patients.
目的:老年人退行性腰椎滑脱的患病率正在上升,但影响手术结果的因素尚不清楚。作者的研究使用机器学习方法来识别手术治疗I级腰椎滑脱的老年患者的结果群。方法:作者分析了来自前瞻性质量结局数据库(QOD)登记的年龄≥65岁、因I级退行性腰椎滑脱手术的患者的数据。采用主成分分析对术后24个月收集的5例患者报告的预后(PROs)进行综合评分。随后,采用K-means聚类方法根据结果对患者进行分层,通过剪影评分确定最佳聚类数。使用多变量逻辑回归和Boruta特征选择来评估变量重要性。结果:608例患者中,233例年龄≥65岁,随访24个月。K-means聚类确定了两个不同的组:集群1对应于更多的最佳结果(更少的疼痛和残疾,更高的满意度和生活质量),集群2对应于次优结果。在24个月时,第1组在所有PROs中有更大的改善(p < 0.001), 87.1%的患者在EQ-5D和Oswestry残疾指数(ODI)评分中达到最小临床重要差异(MCID),而第2组为48.8% (p < 0.001)。分组的年龄相似(平均72.5岁vs 73.4岁,p = 0.24),但分组1的基线背部和腿部疼痛评分较低。值得注意的是,最佳结果组的患者更有可能接受融合手术(70.7% vs 51.2%, p = 0.003)。在logistic回归预测分析中,较低基线数值评定量表(NRS)-背部疼痛评分(OR 0.70, 95% CI 0.50-0.98, p = 0.04)和添加融合(OR 1.70, 95% CI 1.24-2.33, p = 0.001)是最佳结果的显著独立预测因子,随后在Boruta分析中证实了这一点。结论:作者对接受I级脊柱滑脱手术的老年(≥65岁)患者的分析显示了两种不同的结果:一种是最佳结果,另一种是次优结果。在手术中加入融合与更好的结果相关,因为接受融合的患者达到最佳结果的几率增加了70%。年龄与结果没有显著相关性,这意味着老年患者的手术资格没有明确的界限。这些发现可以为老年患者选择单纯减压还是融合减压提供决策依据。
{"title":"What factors predict the best outcomes for older patients operated on for grade I degenerative lumbar spondylolisthesis? A machine learning analysis from the Quality Outcomes Database.","authors":"Eunice Yang, Praveen V Mummaneni, Dean Chou, Mohamad Bydon, Erica F Bisson, Elan Schonfeld, Christopher I Shaffrey, Steven D Glassman, Kevin T Foley, Eric A Potts, Chun-Po Yen, Domagoj Coric, John J Knightly, Paul Park, Michael Y Wang, Kai-Ming Fu, Jonathan R Slotkin, Anthony L Asher, Michael S Virk, Regis W Haid, Andrew K Chan","doi":"10.3171/2025.8.SPINE25945","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25945","url":null,"abstract":"<p><strong>Objective: </strong>The prevalence of degenerative lumbar spondylolisthesis in older adults is increasing, yet the factors influencing surgical outcomes remain unclear. The authors' study used a machine learning approach to identify outcome clusters among older patients operated on for grade I lumbar spondylolisthesis.</p><p><strong>Methods: </strong>The authors analyzed data from the prospective Quality Outcomes Database (QOD) registry for patients aged ≥ 65 years who underwent surgery for grade I degenerative lumbar spondylolisthesis. Principal components analysis was used to generate a composite outcome score from 5 patient-reported outcomes (PROs) collected 24 months postoperatively. Subsequently, K-means clustering was used to stratify patients by outcome, with the optimal number of clusters decided by silhouette scoring. Multivariable logistic regression and Boruta feature selection were used to assess variable importance.</p><p><strong>Results: </strong>Of 608 total patients, 233 were at least 65 years of age and met 24-month follow-up. K-means clustering identified two distinct groups: cluster 1 corresponded to more optimal outcomes (less pain and disability, higher satisfaction and quality of life), and cluster 2 corresponded to suboptimal outcomes. Cluster 1 had significantly greater improvements across all PROs at 24 months (p < 0.001), with 87.1% achieving the minimal clinically important difference (MCID) across both EQ-5D and Oswestry Disability Index (ODI) scores versus 48.8% in cluster 2 (p < 0.001). Clusters were similar in age (mean 72.5 vs 73.4 years, p = 0.24), but cluster 1 had lower baseline back and leg pain scores. Notably, patients in the optimal outcomes cluster were significantly more likely to have received a fusion procedure (70.7% vs 51.2%, p = 0.003). In logistic regression predictor analysis, lower baseline Numerical Rating Scale (NRS)-back pain score (OR 0.70, 95% CI 0.50-0.98, p = 0.04) and addition of fusion (OR 1.70, 95% CI 1.24-2.33, p = 0.001) were significant independent predictors of optimal outcomes, which was subsequently confirmed in Boruta analysis.</p><p><strong>Conclusions: </strong>The authors' analysis of older (≥ 65 years old) patients undergoing surgery for grade I spondylolisthesis revealed two distinct clusters: one with optimal and the other with suboptimal outcomes. The addition of fusion to a procedure was associated with superior outcomes, as patients who received fusion had a 70% increase in the odds of reaching an optimal outcome. Age was not significantly associated with outcome, implying that there is no clear cutoff for surgical eligibility in older patients. These findings may inform decision-making between decompression alone versus decompression with fusion in older patients.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-12"},"PeriodicalIF":3.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.3171/2025.8.SPINE25453
Lingcong Xu, Wenjie Zhong, Caiyuan Liu, Ke Xu, Niezhenghao He, Wenao Liao, Fei Wang, Wei Zhang, Jiang Hu, Haowen Cui
Objective: The aim of this study was to evaluate the clinical and biomechanical effects of distinct anterolateral screw placement angles in oblique lumbar interbody fusion combined with anterolateral fixation (OLIF-AF), focusing on cage subsidence (CS) incidence, spinal stability, and optimal fixation strategies.
Methods: Patients who underwent OLIF-AF at a single center from December 2017 to November 2023 were retrospectively analyzed. Patients were divided into 4 groups (G0, G1, G2, and G3) based on the coronal plane angle (CPA) and relative horizontal plane angle. Preoperative and 1- or 3-day, 3-month, and 12-month postoperative radiological and clinical data were collected. A validated L4-5 finite element model simulated 4 screw configurations under 6 loading conditions.
Results: Eighty patients (49 female, mean age 64.5 ± 7.1 years) were included in the analysis (28, 23, 15, and 14 patients in groups G0, G1, G2, and G3, respectively). CS occurred in 48.75% of patients, with significantly higher rates in the G2 (86.67%) and G3 (71.43%) versus G0 (28.57%) and G1 (34.78%) (p < 0.05) groups. Compared with parallel CPA groups (G0 and G1), nonparallel CPA groups (G2 and G3) exhibited greater disc height (DH) reduction (ΔDH range 3.1-3.4 mm vs 1.4-2.0 mm, p < 0.05), higher cage stress (range 55.50-57.29 MPa vs 53.45-54.96 MPa), increased displacement (range 73.62-78.28 × 10-2 mm vs 72.21-72.37 × 10-2 mm), and elevated range of motion (ROM) in flexion. Clinical scores (visual analog scale and Oswestry Disability Index) were not different between groups.
Conclusions: OLIF-AF with parallel screw placement in the coronal plane (G0 and G1) reduced CS risk and enhanced biomechanical stability by minimizing cage stress, displacement, and ROM. Horizontal screw bifurcation (G1 vs G0) did not demonstrate a statistically significant association with CS risk. Furthermore, there were no significant differences in fusion rates or clinical outcome measurements at different angles of AF.
目的:本研究的目的是评估不同前外侧螺钉放置角度在腰椎斜椎体间融合联合前外侧固定(OLIF-AF)中的临床和生物力学效果,重点关注椎体沉降(CS)发生率、脊柱稳定性和最佳固定策略。方法:回顾性分析2017年12月至2023年11月在单一中心接受OLIF-AF治疗的患者。根据冠状面角度(CPA)和相对水平面角度将患者分为G0、G1、G2、G3 4组。收集术前、术后1天或3天、3个月和12个月的影像学和临床资料。验证的L4-5有限元模型模拟了6种载荷条件下的4种螺杆构型。结果:共纳入80例患者(女性49例,平均年龄64.5±7.1岁)(G0、G1、G2、G3组分别为28、23、15、14例)。CS发生率为48.75%,G2组(86.67%)、G3组(71.43%)明显高于G0组(28.57%)、G1组(34.78%)(p < 0.05)。与平行CPA组(G0和G1)相比,非平行CPA组(G2和G3)表现出更大的椎间盘高度(DH)降低(ΔDH范围3.1-3.4 mm vs 1.4-2.0 mm, p < 0.05),笼子应力(55.50-57.29 MPa vs 53.45-54.96 MPa),位移增加(范围73.62-78.28 × 10-2 mm vs 72.21-72.37 × 10-2 mm),屈曲活动范围(ROM)增加。临床评分(视觉模拟量表和Oswestry残疾指数)各组间无差异。结论:在冠状面(G0和G1)放置平行螺钉的OLIF-AF降低了CS风险,并通过最小化cage应力、位移和ROM提高了生物力学稳定性。水平螺钉分叉(G1 vs G0)与CS风险没有统计学意义上的显著关联。此外,不同AF角度的融合率和临床结果测量没有显著差异。
{"title":"Comprehensive analysis of biomechanical stability and clinical efficacy in oblique lumbar interbody fusion with distinct anterolateral fixation modalities.","authors":"Lingcong Xu, Wenjie Zhong, Caiyuan Liu, Ke Xu, Niezhenghao He, Wenao Liao, Fei Wang, Wei Zhang, Jiang Hu, Haowen Cui","doi":"10.3171/2025.8.SPINE25453","DOIUrl":"https://doi.org/10.3171/2025.8.SPINE25453","url":null,"abstract":"<p><strong>Objective: </strong>The aim of this study was to evaluate the clinical and biomechanical effects of distinct anterolateral screw placement angles in oblique lumbar interbody fusion combined with anterolateral fixation (OLIF-AF), focusing on cage subsidence (CS) incidence, spinal stability, and optimal fixation strategies.</p><p><strong>Methods: </strong>Patients who underwent OLIF-AF at a single center from December 2017 to November 2023 were retrospectively analyzed. Patients were divided into 4 groups (G0, G1, G2, and G3) based on the coronal plane angle (CPA) and relative horizontal plane angle. Preoperative and 1- or 3-day, 3-month, and 12-month postoperative radiological and clinical data were collected. A validated L4-5 finite element model simulated 4 screw configurations under 6 loading conditions.</p><p><strong>Results: </strong>Eighty patients (49 female, mean age 64.5 ± 7.1 years) were included in the analysis (28, 23, 15, and 14 patients in groups G0, G1, G2, and G3, respectively). CS occurred in 48.75% of patients, with significantly higher rates in the G2 (86.67%) and G3 (71.43%) versus G0 (28.57%) and G1 (34.78%) (p < 0.05) groups. Compared with parallel CPA groups (G0 and G1), nonparallel CPA groups (G2 and G3) exhibited greater disc height (DH) reduction (ΔDH range 3.1-3.4 mm vs 1.4-2.0 mm, p < 0.05), higher cage stress (range 55.50-57.29 MPa vs 53.45-54.96 MPa), increased displacement (range 73.62-78.28 × 10-2 mm vs 72.21-72.37 × 10-2 mm), and elevated range of motion (ROM) in flexion. Clinical scores (visual analog scale and Oswestry Disability Index) were not different between groups.</p><p><strong>Conclusions: </strong>OLIF-AF with parallel screw placement in the coronal plane (G0 and G1) reduced CS risk and enhanced biomechanical stability by minimizing cage stress, displacement, and ROM. Horizontal screw bifurcation (G1 vs G0) did not demonstrate a statistically significant association with CS risk. Furthermore, there were no significant differences in fusion rates or clinical outcome measurements at different angles of AF.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-13"},"PeriodicalIF":3.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}