Khalilullah Taha, Ghaith Abdul Karim, Yang Xinlan, Bhandarkar Shaan, Tang Linda, Xia Yuanxuan, Crawford Richard, Azad Tej, Khalifeh Jawad, Ahmed A Karim, Theodore Nicholas, Lubelski Daniel
Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street/Meyer 5-181, Baltimore, MD, 21287, USA.
Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
Sci Rep. 2025 Aug 19;15(1):30309. doi: 10.1038/s41598-025-15121-6.
Spinal nerve sheath tumors are slow-growing neoplasms that arise from Schwann cell lineage and encompass schwannomas, neurofibromas, hybrid nerve sheath tumors, and malignant peripheral nerve sheath tumors. These lesions most commonly present as intradural extramedullary (IDEM) tumors, although extradural and dumbbell-shaped variants are also observed. Due to their typically benign behavior, gross total resection (GTR) remains the standard of care. However, there is a paucity of literature comparing the impact of open versus minimally invasive surgery (MIS) on postoperative extended length of stay (LOS). Prolonged hospitalization can increase healthcare costs, patient morbidity, and resource utilization. This study aims to compare the impact of MIS and open surgical approaches on extended LOS in patients undergoing resection of spinal nerve sheath tumors. Patients diagnosed with spinal nerve sheath tumors between 2004 and 2017 were identified from the National Cancer Database (NCDB) using ICD-O code 8680, 9560, 9490, 9540, and 9561. The cohort was stratified into four racial groups: White, Black, Hispanic, and Asian. Univariate analyses were performed to compare demographic, disease characteristics, and clinical outcomes. Additionally, a multivariate linear regression model was constructed to identify factors associated with extended length of stay, adjusting for sex, race, surgical modality (MIS, open, robotics), use of robotic surgery, facility type, insurance status, distance from facility to patient, comorbidities, age category, tumor behavior, and tumor size. Extended length of stay was defined as hospitalization exceeding the 75th percentile of the entire study population's length of stay. A total of 5,968 patients with spinal nerve sheath tumors were identified: 202 (3.4%) underwent MIS and 5,766 (96.6%) underwent open surgery. After 1:1 propensity score matching, 404 patients were equally distributed between the two groups. Prior to matching, MIS was more frequently used in the South Atlantic and East North Central regions compared to open surgery (29.3% vs. 21.4%; 20.1% vs. 16.1%; p = 0.008). Postoperative LOS was significantly shorter in the MIS group both before (4.4 ± 3.1 vs. 5.3 ± 3.5 days; p < 0.001) and after matching (4.4 ± 3.0 vs. 5.4 ± 3.5 days; p < 0.001). Patients treated with MIS were also less likely to experience an extended LOS both before (21.5% vs. 32.1%; p = 0.002) and after matching (21.5% vs. 35.4%; p = 0.002). On multivariable analysis, geriatric age (OR: 1.28; 95% CI: 1.12-1.46; p < 0.001), comorbidity burden (1 comorbidity: OR: 1.47; 95% CI: 1.25-1.72; ≥2: OR: 2.15; 95% CI: 1.72-2.68; p < 0.001), larger tumor size (OR: 1.02; 95% CI: 1.01-1.02; p < 0.001), and invasive behavior (OR: 1.41; 95% CI: 1.10-1.80; p = 0.007) were associated with increased odds of extended LOS. Male sex (OR: 0.83; 95% CI: 0.74-0.93; p = 0.001) and MIS approach (OR: 0.55; 95% CI: 0.36-0.80; p = 0.003) were associated with reduced odds. Robotic assistance did not significantly impact extended LOS (OR: 1.38; 95% CI: 0.61-3.01; p = 0.429). Gradient Boosting had the highest predictive performance among machine learning models (AUC: 0.594), followed by AdaBoost and logistic regression. SHAP analysis identified surgical approach, comorbidity score, tumor size, and behavior as the most influential features on extended LOS. MIS was associated with significantly lower odds of extended length of stay compared to open surgery for spinal nerve sheath tumor resection. Robotic assistance did not confer a significant additional benefit. These findings suggest that MIS may improve postoperative recovery and resource utilization in appropriately selected patients. Further prospective studies are needed to validate these results and clarify the role of MIS and robotic approaches in spinal tumor surgery.
脊神经鞘瘤是起源于施万细胞谱系的生长缓慢的肿瘤,包括神经鞘瘤、神经纤维瘤、混合性神经鞘瘤和恶性周围神经鞘瘤。这些病变最常表现为硬脊膜内髓外(IDEM)肿瘤,不过也观察到硬膜外和哑铃形变体。由于其通常为良性行为,根治性全切除(GTR)仍是治疗的标准。然而,比较开放手术与微创手术(MIS)对术后延长住院时间(LOS)影响的文献较少。延长住院时间会增加医疗成本、患者发病率和资源利用。本研究旨在比较MIS和开放手术方法对接受脊神经鞘瘤切除术患者延长LOS的影响。使用ICD - O编码8680、9560、9490、9540和9561从国家癌症数据库(NCDB)中识别出2004年至2017年间诊断为脊神经鞘瘤的患者。该队列分为四个种族组:白人、黑人、西班牙裔和亚洲人。进行单因素分析以比较人口统计学、疾病特征和临床结果。此外,构建多变量线性回归模型以识别与延长住院时间相关的因素,并对性别、种族、手术方式(MIS、开放、机器人手术)、机器人手术的使用、机构类型、保险状况、机构与患者的距离、合并症、年龄类别、肿瘤行为和肿瘤大小进行调整。延长住院时间定义为住院时间超过整个研究人群住院时间的第75百分位数。共识别出5968例脊神经鞘瘤患者:202例(3.4%)接受了MIS,5766例(96.6%)接受了开放手术。在1:1倾向评分匹配后,404例患者在两组中平均分配。匹配前,与开放手术相比,MIS在南大西洋和东中北部地区使用更频繁(29.3%对21.4%;20.1%对16.1%;p = 0.008)。MIS组术后住院时间在匹配前(4.4±3.1天对5.3±3.5天;p < 0.001)和匹配后(4.4±3.0天对5.4±3.5天;p < 0.001)均显著更短。接受MIS治疗的患者在匹配前(21.5%对32.1%;p = 0.002)和匹配后(21.5%对35.4%;p = 0.002)也不太可能经历延长住院时间。在多变量分析中,老年(OR:1.28;95%CI:1.12 - 1.46;p < 0.001)、合并症负担(1种合并症:OR:1.47;95%CI:1.25 - 1.72;≥2种:OR:2.15;95%CI:1.72 - 2.68;p < 0.001)、较大肿瘤大小(OR:1.02;95%CI:1.01 - 1.02;p < 0.001)和侵袭性行为(OR:1.41;95%CI:1.10 - 1.80;p = 0.007)与延长住院时间的几率增加相关。男性(OR:0.83;95%CI:0.74 - 0.93;p = 0.001)和MIS方法(OR:0.55;95%CI:0.36 - 0.80;p = 0.003)与几率降低相关。机器人辅助对延长住院时间没有显著影响(OR:1.38;95%CI:0.61 - 3.01;p = 0.429)。在机器学习模型中,梯度提升具有最高的预测性能(AUC:0.594),其次是AdaBoost和逻辑回归。SHAP分析确定手术方式、合并症评分、肿瘤大小和行为是对延长住院时间最有影响的特征。与开放手术切除脊神经鞘瘤相比,MIS与延长住院时间的几率显著降低相关。机器人辅助没有带来显著的额外益处。这些发现表明,MIS可能改善适当选择患者的术后恢复和资源利用。需要进一步的前瞻性研究来验证这些结果,并阐明MIS和机器人手术方法在脊柱肿瘤手术中的作用。