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Prediction of diabetes insipidus occurrence after endoscopic endonasal removal of sellar lesions using MRI-based radiomics and machine learning. 利用基于核磁共振成像的放射组学和机器学习预测蝶窦病变内窥镜鼻内切除术后的糖尿病发生率。
IF 1.2 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-01 Epub Date: 2024-01-29 DOI: 10.23736/S0390-5616.23.06162-3
Ciro Mastantuoni, Lorenzo Ugga, Domenico Solari, Serena D'Aniello, Gaia Spadarella, Renato Cuocolo, Filippo F Angileri, Luigi M Cavallo

Background: Pituitary adenomas and craniopharyngiomas are the most common lesions of the sellar region. These tumors are responsible for invasion or compression of crucial neurovascular structures. The involvement of the pituitary stalk warrants high rates of both pre- and post- operative diabetes insipidus. The aim of our study was to assess the accuracy of machine learning analysis from preoperative MRI of pituitary adenomas and craniopharyngiomas for the prediction of DI occurrence.

Methods: All patients underwent MRI exams either on a 1.5- or 3-T MR scanner from two Institutions, including coronal T2-weighted (T2-w) and contrast-enhanced T1-weighted (CE T1-w) Turbo Spin Echo sequences. Feature selection was carried out as a multi-step process, with a threshold of 0.75 to identify robust features. Further feature selection steps included filtering based on feature variance (threshold >0.01) and pairwise correlation (threshold <0.80). A Bayesian Network model was trained with 10-fold cross validation employing SMOTE to balance classes exclusively within the training folds.

Results: Thirty patients were included in this study. In total 2394 features were extracted and 1791 (75%) resulted stable after ICC analysis. The number of variant features was 1351 and of non-colinear features was 125. Finally, 10 features were selected by oneR ranking. The Bayesian Network model showed an accuracy of 63% with a precision of 77% for DI prediction (0.68 area under the precision-recall curve).

Conclusions: We assessed the accuracy of machine learning analysis of texture-derived parameters from preoperative MRI of pituitary adenomas and craniopharyngiomas for the prediction of DI occurrence.

背景:垂体腺瘤和颅咽管瘤是蝶鞍区最常见的病变。这些肿瘤会侵犯或压迫重要的神经血管结构。垂体柄受累导致术前和术后糖尿病的发生率都很高。我们的研究旨在评估垂体腺瘤和颅咽管瘤术前磁共振成像的机器学习分析对预测糖尿病发生的准确性:所有患者均在1.5T或3T磁共振扫描仪上接受了两个机构的磁共振成像检查,包括冠状T2-加权(T2-w)和对比增强T1-加权(CE T1-w)涡轮自旋回波序列。特征选择是一个多步骤过程,阈值为 0.75,以识别稳健特征。进一步的特征选择步骤包括根据特征方差(阈值>0.01)和成对相关性(阈值 结果)进行筛选:本研究共纳入了 30 名患者。共提取了 2394 个特征,其中 1791 个特征(75%)在 ICC 分析后保持稳定。变异特征的数量为 1351 个,非线性特征的数量为 125 个。最后,通过 oneR 排序选出了 10 个特征。贝叶斯网络模型的 DI 预测准确率为 63%,精确率为 77%(精确率-召回曲线下面积为 0.68):我们评估了机器学习分析垂体腺瘤和颅咽管瘤术前 MRI 纹理衍生参数预测 DI 发生的准确性。
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引用次数: 0
Comparison of intra-operative skull fixation techniques on cervical sagittal parameters. 术中颅骨固定技术对颈椎矢状面参数的影响比较。
IF 1.2 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-01 Epub Date: 2024-11-19 DOI: 10.23736/S0390-5616.24.06255-6
Connor C Jacob, Ryan G Eaton, Andrew J Grossbach, Asad Akhter, Nathaniel Toop, Joshua Wang, Joravar Dhaliwal, Stephanus V Viljoen

Background: There is limited literature concerning the use of bi-vector traction to a Mayfield following posterior cervical fusion with respect to cervical alignment parameters. The objective of this study was to determine how variability of intra-operative fixation methods for posterior cervical fusion affects post-operative cervical sagittal alignment parameters.

Methods: After institutional review board (IRB) approval, retrospective chart review of a total of 54 patients who underwent posterior cervical fusion from July 2017 to December 2019 was conducted. The patients were divided into two cohorts based on their intra-operative positioning, those who were affixed to a three-point fixation system, and those who were placed in bi-vector traction. Pre- and post-operative cervical alignment parameters were measured.

Results: There was no difference in post-operative sagittal parameters between the two groups. Each group showed a statistically significant difference in T1-slope when comparing pre- and post-operative measurements.

Conclusions: In our study we did not find that any of our techniques including bi-vector traction, static Mayfield positioning, or dynamic Mayfield positioning were very effective in adding lordosis during posterior cervical fusion surgeries. Interestingly, we also found a statistically significant increase in T1 slope and resulting trend towards increased cervical SVA.

背景:关于颈椎后路融合术后对 Mayfield 使用双矢量牵引对颈椎对位参数的影响,相关文献十分有限。本研究旨在确定颈椎后路融合术术中固定方法的变化如何影响术后颈椎矢状位对齐参数:经机构审查委员会(IRB)批准后,对2017年7月至2019年12月期间接受颈椎后路融合术的共54名患者进行了回顾性病历审查。根据术中定位将患者分为两组,分别是三点固定系统固定患者和双矢量牵引患者。对术前和术后的颈椎排列参数进行了测量:结果:两组患者术后矢状面参数无差异。结果:两组患者术后矢状面参数无差异,术前和术后测量的T1-斜度差异有统计学意义:在我们的研究中,我们没有发现任何一种技术,包括双矢量牵引、静态梅菲尔德定位或动态梅菲尔德定位,在颈椎后路融合手术中对增加前凸非常有效。有趣的是,我们还发现 T1 斜度在统计学上有显著增加,从而导致颈椎 SVA 有增加的趋势。
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引用次数: 0
Comparing short term clinical outcomes of elective robot-assisted vs. non-robot assisted posterior lumbar interbody fusions: a NSQIP analysis. 比较选择性机器人辅助与非机器人辅助腰椎后路椎间融合术的短期临床结果:NSQIP分析。
IF 1.2 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-09-08 DOI: 10.23736/S0390-5616.25.06535-X
Taylor Furst, Aman Singh, Prasanth Romiyo, Jonathan Stone, Tyler Schmidt

Background: Symptomatic lumbar degenerative changes impact millions of patients per year. Recent technological advances have increased the usability of robot-assisted spinal fusions to treat this pathology. Although the safety profile of robotic systems appears favorable, the impact of robotics on surgical outcomes and efficiency remains unclear.

Methods: The American College of Surgeons National Surgical Quality Improvement Project (NSQIP) database was queried for cases of elective posterior lumbar interbody fusions in adult patients with data available regarding the use of robotics. Univariate and multivariate analyses were performed. The purpose of this study is to compare rates of 30-day unplanned readmissions, unplanned reoperation (return to operating room [RTOR]), postoperative complications, non-home discharges, operative time, blood transfusions and length of stay (LOS) in adult elective robot-assisted (robot-assisted posterior lumbar interbody fusion [rPLIF] / transforaminal lumbar interbody fusion [TLIF]) vs. non-robotic PLIF/TLIF (nPLIF/TLIF).

Results: There was no statistically significant difference in rates of 30-day readmissions (6.0% vs. 4.4%, P=0.48), RTOR (4.0% vs. 3.0%, P=0.66), postoperative complications (10.0% vs. 11.2%, P=0.51) nor need for blood transfusion (6.0% vs. 6.5%, P=0.59) between rPLIF/TLIF and nPLIF/TLIF cohorts, respectively. There were no differences in LOS or operative time between groups (LOS: rPLIF/TLIF = 3.5±3.3 days, nPLIF/TLIF = 3.6±2.8 days, P=0.29; operative time: rPLIF/TLIF = 208.7±101.1 minutes, nPLIF/TLIF = 225.1±100.4 minutes, P=0.087).

Conclusions: rPLIF/TLIF and nPLIF/TLIF 30-day readmissions, RTOR, non-home discharges, need for blood transfusion, LOS and operative times are similar within these data, though results should be interpreted with caution given study limitations. Ongoing data on surgical outcomes of robot-assisted lumbar fusions are needed.

背景:有症状的腰椎退行性改变每年影响数百万患者。最近的技术进步增加了机器人辅助脊柱融合治疗这种病理的可用性。尽管机器人系统的安全性似乎是有利的,但机器人对手术结果和效率的影响仍不清楚。方法:查询美国外科医师学会国家外科质量改进项目(NSQIP)数据库中选择性腰椎后路椎间融合术的成人患者,并获取机器人技术的可用数据。进行单因素和多因素分析。本研究的目的是比较成人选择性机器人辅助(机器人辅助后路腰椎椎间融合术[rPLIF] /经椎间孔腰椎椎间融合术[TLIF])与非机器人PLIF/TLIF (nPLIF/TLIF)的30天意外再入院率、意外再手术(返回手术室[RTOR])、术后并发症、非家庭出院率、手术时间、输血量和住院时间(LOS)。结果:rPLIF/TLIF组与nPLIF/TLIF组在30天再入院率(6.0% vs. 4.4%, P=0.48)、RTOR (4.0% vs. 3.0%, P=0.66)、术后并发症(10.0% vs. 11.2%, P=0.51)和输血需求(6.0% vs. 6.5%, P=0.59)方面均无统计学差异。两组间LOS及手术时间无差异(LOS: rPLIF/TLIF = 3.5±3.3天,nPLIF/TLIF = 3.6±2.8天,P=0.29;手术时间:rPLIF/TLIF = 208.7±101.1分钟,nPLIF/TLIF = 225.1±100.4分钟,P=0.087)。结论:rPLIF/TLIF和nPLIF/TLIF 30天再入院、RTOR、非家庭出院、输血需求、LOS和手术时间在这些数据中是相似的,尽管考虑到研究的局限性,结果应谨慎解释。需要关于机器人辅助腰椎融合术手术结果的持续数据。
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引用次数: 0
Suspected and surgically managed cauda equina syndrome nationwide: epidemiological trends and socioeconomic factors influencing access to care. 全国疑似马尾综合征及手术治疗情况:流行病学趋势及影响就医的社会经济因素。
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-08-01 Epub Date: 2024-12-17 DOI: 10.23736/S0390-5616.24.06300-8
Thomas M Johnstone, Vaibhavi Shah, Ghani Haider, Kelly H Yoo, Martin N Stienen, Anand Veeravagu

Background: Cauda equina syndrome (CES) is a critical condition requiring timely intervention to prevent severe morbidity. This study investigates the epidemiology and socioeconomic factors influencing access to CES care in USA Emergency Departments.

Methods: Data was used from the Nationwide Emergency Department Sample (NEDS) from 2016-2020. Encounters for patients presenting with suspected CES were queried using ICD 10 codes. Incidence estimates for suspected and surgically managed CES were constructed. Encounter characteristics were tabulated to describe aspects of a typical CES presentation to a USA ED. Multivariable regression analysis ascertained the impact of hospital and socioeconomic features on in-hospital mortality, surgical management, length of stay, visit costs, and patient transfer.

Results: The incidences of suspected and surgically managed CES rose year-by-year (P=0.006; P=0.005). Uninsured patients (P<0.001) and African American (P=0.002) were less likely to be admitted for care. Patients residing in the wealthiest quartile of zip codes were more likely to be admitted for care (P<0.001). In addition, uninsured (P=0.017) and African American patients (P=0.009) were less likely to receive surgical management of suspected CES. Lastly, uninsured (P<0.001), Hispanic (P=0.038), and rurally located patients (P=0.007) were more likely to be transferred, while patients residing in the wealthiest zip codes (P=0.007) were less likely to be transferred.

Conclusions: Socioeconomic factors like race, income, insurance, and residence potentially alter CES management, which may inform health policy and future patient care.

背景:马尾综合征(CES)是一种危重疾病,需要及时干预以防止严重的发病率。本研究探讨影响美国急诊科获得CES护理的流行病学和社会经济因素。方法:数据来自2016-2020年全国急诊科样本(NEDS)。使用ICD 10代码查询疑似CES患者的就诊情况。对疑似和手术处理的CES进行发生率估计。我们将遇到的特征制成表格,以描述向美国急诊科介绍的典型CES的各个方面。多变量回归分析确定了医院和社会经济特征对住院死亡率、手术管理、住院时间、就诊费用和患者转院的影响。结果:怀疑和手术治疗的CES发生率逐年上升(P=0.006;P = 0.005)。结论:种族、收入、保险和居住地等社会经济因素可能改变CES的管理,这可能为卫生政策和未来的患者护理提供信息。
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引用次数: 0
Monocentric experience of transforaminal endoscopic lumbar discectomy and foraminotomy outcomes: pushing the indications and avoiding failure. Report of 200 cases. 经椎间孔内窥镜腰椎间盘切除术和椎板切除术的单中心经验:突破适应症,避免失败。200 例病例报告。
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-08-01 Epub Date: 2024-01-23 DOI: 10.23736/S0390-5616.23.06105-2
Alessandro Grieco, Letizia Dell'aglio, Jacopo Del Verme, Domenico Billeci, Roberto Zanata, Giuseppe Canova, Enrico Giordan

Background: This paper reports the results of the treatment of our first 200 cases of lumbar disc herniation and foraminal stenosis using full-endoscopic transforaminal lumbar discectomy (FETLD). We analyzed outcomes and radiological parameters to overcome failure and inappropriate indications and also highlighted the red flags for surgeons coming to this field as well as the pathways to success.

Methods: Data on endoscopic procedures were retrospectively analyzed between October 2018 and March 2023. We abstracted sex, age, leg pain by NPRS, postoperative satisfaction according to the MacNaab score, postoperative surgical complications/adverse events (≤30 days), and history of any previous surgery. Furthermore, we measured different radiological parameters to determine the grade of stenosis or discopathy.

Results: Once the learning curve was completed, patients' satisfaction increased to 94%, with only a small percentage (6%) of patients unsatisfied 30 days after the operation. Perioperatively, 33.5% of the patients experienced mild to moderate transitory paresthesia. Univariate analysis showed a tendency toward a higher risk of failure in those patients with degenerative listhesis (odds ratio [OR] 4.8, 95% CI 0.97-23.9, P=0.055) as well as those with severely degenerated discs (OR 8.7, 95% CI 0.96-79.4, P=0.054). Conversely, the chances of failure seemed to be lower in patients with severe foraminal stenosis.

Conclusions: FETLD proved its efficacy in treating several degenerative spine conditions or was useful for avoiding previous scarring in patients already operated on to the same extent. Therefore, FETLD can be safely used in patients with comorbidities, the elderly, and when the invasiveness of an open technique is not suitable.

背景:本文报告了我们使用全内窥镜经椎间孔腰椎间盘切除术(FETLD)治疗首批200例腰椎间盘突出症和椎间孔狭窄症的结果。我们分析了结果和放射学参数,以克服失败和不适当的适应症,还强调了外科医生在进入这一领域时应注意的问题以及成功的途径:我们对2018年10月至2023年3月期间的内窥镜手术数据进行了回顾性分析。我们抽取了性别、年龄、根据 NPRS 进行的腿部疼痛、根据 MacNaab 评分进行的术后满意度、术后手术并发症/不良事件(≤30 天)以及既往手术史。此外,我们还测量了不同的放射学参数,以确定狭窄或椎间盘病变的等级:结果:学习曲线结束后,患者的满意度上升到94%,只有一小部分患者(6%)在术后30天仍不满意。围手术期,33.5%的患者出现轻度至中度短暂性麻痹。单变量分析显示,患有退行性椎间盘突出的患者(几率比 [OR] 4.8,95% CI 0.97-23.9,P=0.055)和患有严重退行性椎间盘突出的患者(OR 8.7,95% CI 0.96-79.4,P=0.054)的手术失败风险较高。相反,严重椎孔狭窄患者的失败几率似乎较低:FETLD在治疗多种脊柱退行性病变方面证明了其疗效,或有助于避免已接受过相同程度手术的患者再次留下疤痕。因此,FETLD可安全地用于有合并症的患者、老年人以及不适合采用开放技术的创伤性患者。
{"title":"Monocentric experience of transforaminal endoscopic lumbar discectomy and foraminotomy outcomes: pushing the indications and avoiding failure. Report of 200 cases.","authors":"Alessandro Grieco, Letizia Dell'aglio, Jacopo Del Verme, Domenico Billeci, Roberto Zanata, Giuseppe Canova, Enrico Giordan","doi":"10.23736/S0390-5616.23.06105-2","DOIUrl":"10.23736/S0390-5616.23.06105-2","url":null,"abstract":"<p><strong>Background: </strong>This paper reports the results of the treatment of our first 200 cases of lumbar disc herniation and foraminal stenosis using full-endoscopic transforaminal lumbar discectomy (FETLD). We analyzed outcomes and radiological parameters to overcome failure and inappropriate indications and also highlighted the red flags for surgeons coming to this field as well as the pathways to success.</p><p><strong>Methods: </strong>Data on endoscopic procedures were retrospectively analyzed between October 2018 and March 2023. We abstracted sex, age, leg pain by NPRS, postoperative satisfaction according to the MacNaab score, postoperative surgical complications/adverse events (≤30 days), and history of any previous surgery. Furthermore, we measured different radiological parameters to determine the grade of stenosis or discopathy.</p><p><strong>Results: </strong>Once the learning curve was completed, patients' satisfaction increased to 94%, with only a small percentage (6%) of patients unsatisfied 30 days after the operation. Perioperatively, 33.5% of the patients experienced mild to moderate transitory paresthesia. Univariate analysis showed a tendency toward a higher risk of failure in those patients with degenerative listhesis (odds ratio [OR] 4.8, 95% CI 0.97-23.9, P=0.055) as well as those with severely degenerated discs (OR 8.7, 95% CI 0.96-79.4, P=0.054). Conversely, the chances of failure seemed to be lower in patients with severe foraminal stenosis.</p><p><strong>Conclusions: </strong>FETLD proved its efficacy in treating several degenerative spine conditions or was useful for avoiding previous scarring in patients already operated on to the same extent. Therefore, FETLD can be safely used in patients with comorbidities, the elderly, and when the invasiveness of an open technique is not suitable.</p>","PeriodicalId":16504,"journal":{"name":"Journal of neurosurgical sciences","volume":" ","pages":"324-330"},"PeriodicalIF":1.3,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139521128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intraoperative seizures during neuro-oncological supratentorial surgery: the role of prophylaxis with levetiracetam and intraoperative monitoring in a consecutive series of 353 patients. 脑室上神经肿瘤手术中的术中癫痫发作:在连续 353 例患者中使用左乙拉西坦预防和术中监测的作用。
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-08-01 Epub Date: 2024-04-02 DOI: 10.23736/S0390-5616.24.06154-X
Francesca Battista, Giovanni Muscas, Alberto Parenti, Maddalena Spalletti, Cristiana Martinelli, Riccardo Carrai, Andrea Amadori, Alessandro Della Puppa

Background: The aim of this paper was to understand the role of prophylaxis with levetiracetam at skin incision in preventing convulsive intraoperative seizures (IOS) during neurosurgical procedures with and without intraoperative neuromonitoring (IONM).

Methods: Authors retrospectively reviewed the Institutional database for cases of supratentorial brain tumors undergoing surgical resection performed from January 2021 to October 2022. Patients were operated on both under general anesthesia and awake, using motor-evoked potentials (MEP) and direct cortical stimulation for cortical mapping. 1000 mg ev of Levetiracetam before skin incision in case of a history of seizures was administrated. We excluded all infratentorial cases.

Results: Three hundred fisty three consecutive cases were retrieved. IOS occurred in 22 patients (6.2%). Prophylaxis with Levetiracetam was administered in 149 patients, and IOS occurred in 16 cases (10.7%) in this group of patients. The IOS rate in the case of no Levetiracetam prophylaxis administration (3.5%) was significantly lower (P<0.001, OR=3.38 [1.35-8.45], RR=3.12 [1.32-7.41]). The Penfield technique stimulation evoked seven of all 22 IOS reported (31.8%) (P=0.006, RR 5.4 [1.44 -20.58], OR 21 [2.3-183.9]), and the train-of-five technique stimulation caused two of all registered IOS (8.7%) (P=0.2, RR 2.3 [0.99-5.67], OR 6.5 [0.55-76.17]). Transcranial MEPs evoked no IOS.

Conclusions: Under levetiracetam prophylaxis, the IOS rate was not significantly lower than in the group of patients without Levetiracetam prophylaxis, regardless of the histology of the tumor and IONM. Neither the transcranial stimulation (MEP) nor train-of-five technique stimulation increases the risk of convulsive IOS, as Penfield technique stimulation does.

背景:本文旨在了解在有术中神经监测(IONM)和无术中神经监测(IONM)的神经外科手术中,在皮肤切口处使用左乙拉西坦预防术中惊厥发作(IOS)的作用:作者回顾性检索了该机构数据库中2021年1月至2022年10月期间接受手术切除的幕上脑肿瘤病例。患者在全身麻醉和清醒状态下进行手术,使用运动诱发电位(MEP)和直接皮质刺激绘制皮质图谱。如果有癫痫发作史,则在切开皮肤前服用1000毫克左乙拉西坦。我们排除了所有脑膜下病例:结果:共检索到 303 例连续病例。22例患者(6.2%)发生了IOS。149 名患者接受了左乙拉西坦预防治疗,这组患者中有 16 例(10.7%)发生了 IOS。未使用左乙拉西坦预防的 IOS 发生率(3.5%)明显较低(PConclusions:无论肿瘤组织学和 IONM 如何,在左乙拉西坦预防治疗的情况下,IOS 发生率并未明显低于未使用左乙拉西坦预防治疗的患者组。无论是经颅刺激(MEP)还是五级训练技术刺激,都不会像彭菲尔德技术刺激那样增加惊厥性 IOS 的风险。
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引用次数: 0
What have we learned in fluorescein-guided resection of brain metastases? An update after 79 consecutive cases. 在荧光素引导的脑转移瘤切除术中我们学到了什么?连续79例病例后的最新情况。
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-08-01 Epub Date: 2023-11-16 DOI: 10.23736/S0390-5616.23.06134-9
Jacopo Falco, Morgan Broggi, Emanuele Rubiu, Francesco Restelli, Bianca Pollo, Marco Schiariti, Paola Lanteri, Mario Stanziano, Emanuele LA Corte, Elio Mazzapicchi, Ignazio G Vetrano, Paolo Ferroli, Francesco Acerbi

Background: Cerebral metastasis (CM) is the most common malignancy affecting the brain. Individualized treatment of CM still represents a challenge for neuro-oncological teams: in patient eligible for surgery, complete tumor removal is the most relevant predictor of overall survival (OS) and neurological outcome. The development of surgical microscopes harboring specific filter able to elicit the fluorescent response from sodium fluorescein (SF) has facilitated fluorescein-guided microsurgery and the identification of pathological tumor tissue, especially at the tumor margins. In this study, we analyzed the effect of SF on the visualization and resection of a large monoinstitutional cohort of CM.

Methods: Surgical database of FLUOCERTUM study (Besta Institute, Milan, Italy) was retrospectively reviewed to find CM surgically removed with a fluorescein-guided technique from March 2016 to December 2022. SF was intravenously injected (5 mg/kg) immediately after induction of general anesthesia. Tumors were removed using a microsurgical technique with the YELLOW560 filter (Carl Zeiss Meditec, Oberkochen, Germany). In the most recent cases, biopsies at the tumor margins were performed to evaluate the ability of fluorescein to discriminate between fluorescent and nonfluorescent tissue at the lesion borders.

Results: Seventy-nine patients were included; most of them showed a bright, diffuse fluorescent staining that markedly enhanced tumor visibility; 11 melanomas presented a specific faint enhancement of the black pigmented central nodule with high fluorescence at tumor boundaries. Only in a minimal percentage of cases (N.=4-5.1%), fluorescein enhancement was tenuous, thus not providing a significant help during tumor resection. Altogether, in more than 90% of cases, SF was considered useful in the identification of tumoral tissue and in achieving a high rate of CM resection; thus, gross total resection was achieved in 96.2% (N.=76) of patients and in no case the detection of tumor remnants was an unexpected event. The resulted sensitivity and specificity of fluorescein in identifying tumor tissue at the tumor margin was 88.9% with a predictive positive value of 88.9%. No adverse event was registered during the postoperative course.

Conclusions: The use of SF is a valuable method for safe fluorescence-guided tumor resection. Our data showed a positive effect of fluorescein-guided surgery on intraoperative visualization during resection of CM, suggesting a role in improving the extent of resection of these lesions.

背景:脑转移是影响大脑的最常见的恶性肿瘤。CM的个体化治疗仍然是神经肿瘤学团队面临的一个挑战:在符合手术条件的患者中,完全切除肿瘤是总生存期(OS)和神经预后最相关的预测指标。具有特异性滤光片的外科显微镜的发展能够引起荧光素钠(SF)的荧光反应,促进了荧光素引导的显微手术和病理肿瘤组织的识别,特别是在肿瘤边缘。在这项研究中,我们分析了SF对CM的可视化和切除的影响。方法:回顾性分析FLUOCERTUM研究(意大利米兰Besta研究所)的手术数据库,发现2016年3月至2022年12月采用荧光素引导技术手术切除CM。全麻诱导后立即静脉注射SF (5 mg/kg)。使用显微外科技术和YELLOW560滤光片(Carl Zeiss Meditec, Oberkochen, Germany)切除肿瘤。在最近的病例中,在肿瘤边缘进行了活检,以评估荧光素在病变边缘区分荧光组织和非荧光组织的能力。结果:纳入79例患者;大多数显示明亮的弥漫荧光染色,肿瘤可见性明显增强;11个黑素瘤表现为肿瘤边界高荧光的黑色色素中心结节特异性微弱强化。只有极少数病例(n =4-5.1%)荧光素增强微弱,因此在肿瘤切除过程中没有显著帮助。总的来说,在超过90%的病例中,SF被认为对肿瘤组织的识别和CM的高切除率是有用的;因此,96.2% (n =76)的患者实现了总体全切除,在任何情况下发现肿瘤残留都不是意外事件。结果荧光素在肿瘤边缘鉴别肿瘤组织的敏感性和特异性为88.9%,预测阳性率为88.9%。术后无不良事件发生。结论:SF是一种有价值的荧光引导肿瘤安全切除方法。我们的数据显示,荧光素引导下的手术对CM切除过程中的术中可视化有积极的影响,表明在提高这些病变的切除程度方面有作用。
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引用次数: 0
Retraction of: Transforming neurosurgical practice with large language models: comparative performance of ChatGPT-omni and Gemini in complex case management. 用大型语言模型转化神经外科实践:ChatGPT-omni和Gemini在复杂病例管理中的比较表现。
IF 1.2 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-06-05 DOI: 10.23736/S0390-5616.25.06447-1
Barış Çöllüoğlu, Şamil Dikici

The paper entitled " Transforming neurosurgical practice with large language models: comparative performance of ChatGPT-omni and Gemini in complex case management" by Bariş Çöllüoğlu et al., which was published online on June 5, 2025, is being retracted. The publisher retracts this article because, after online publication, it was discovered that the authors had submitted the manuscript to another journal simultaneously, resulting in duplicate publication

背景:人工智能的最新进展,特别是在大型语言模型(llm)方面,催化了包括神经外科在内的医学领域的新机会。本研究旨在评估和比较两种先进的LLMs - ChatGPT-Omni和Gemini在解决各种神经外科疾病的临床病例询问方面的表现。方法:一项前瞻性观察研究利用500个与神经外科相关的病例为基础的问题,涵盖10种常见疾病。这些问题被设计成模拟现实世界的临床场景,包括诊断、解释和管理,并在两个月后(第二阶段)再次被问及。两名独立的神经外科医生使用6分李克特量表对反应进行评估。结果:ChatGPT-Omni在所有评估指标中表现出一致的优势。在第一阶段,其在所有条件下的总体平均得分为5.38±0.12,在第二阶段增加到5.46±0.08。结论:该研究强调了llm在神经外科中的变革潜力,与Gemini相比,ChatGPT-Omni表现出更高的准确性、相关性和清晰度。随着时间的推移,这两种模型都有所改进,但ChatGPT-Omni在所有临床场景中都表现出色,突出了其在神经外科决策支持和教育方面的潜在效用。
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引用次数: 0
Confocal endomicroscopy accuracy in identifying central nervous system tumors tissue at the infiltration margins: results from a prospective clinical trial. 共聚焦内镜在鉴别浸润边缘中枢神经系统肿瘤组织中的准确性:一项前瞻性临床试验的结果。
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-06-01 Epub Date: 2025-02-06 DOI: 10.23736/S0390-5616.24.06302-1
Francesco Restelli, Bianca Pollo, Elio Mazzapicchi, Irene Tramacere, Morgan Broggi, Jacopo Falco, Marco Schiariti, Mario Stanziano, Francesco Dimeco, Paolo Ferroli, Gianluca Marucci, Ignazio G Vetrano, Francesco Acerbi

Background: We have previously shown the usefulness of a new confocal endomicroscopy system (CONVIVO®) in providing a quick and reliable method for intraoperative diagnosis ex vivo in glioblastoma (GBM). In this study, we aimed to assess the intraoperative usefulness of CONVIVO® in an in-vivo setting, focusing on its capability to explore the presence of residual tumor at the resection margins of Central Nervous System (CNS) tumors.

Methods: We consecutively enrolled patients submitted to fluorescein-guided CNS-tumor removal (May 2020 to December 2022). CONVIVO® was used in vivo to obtain images from virtual biopsies at the central tumor core and at its margin of resection, evaluating its ability to offer a histological diagnosis at the center and a tumor tissue identification at the periphery, with respect to corresponding standard histological sections. CONVIVO® images were analyzed before interpretation of permanent or frozen sections, with the pathologist being totally blinded to histological results.

Results: Seventy-five patients were studied. The most frequent diagnoses were GBM (50.6%) and metastasis (13.3%). At the tumor margins, on a total of 169 biopsies, we obtained an overall accuracy in tumor tissue identification of 82.2% (95% CI 75.0-89.5) in GBM/Grade 4 IDH-mutated astrocytomas, and 85.8% (95% CI 80.5-91.1) considering all tumors together. At the tumor center, a correct intraoperative diagnosis was obtained in 67.6% (95% CI 56.9-78.2) of all the cases, and in 80.9% (95% CI 69.1-92.8) of the GBM/Grade 4 IDH-mutated astrocytoma subgroup.

Conclusions: CONVIVO® allowed to accurately assess the presence of pathological marginal tissue remnants during resection of aggressive CNS tumors. More studies are needed to evaluate if this could possibly improve the extent of resection.

背景:我们之前已经证明了一种新的共聚焦内镜系统(CONVIVO®)在胶质母细胞瘤(GBM)术中体外诊断提供了一种快速可靠的方法。在这项研究中,我们旨在评估CONVIVO®在体内环境中的术中实用性,重点关注其探索中枢神经系统(CNS)肿瘤切除边缘残余肿瘤存在的能力。方法:我们连续入组接受荧光素引导的中枢神经系统肿瘤切除术的患者(2020年5月至2022年12月)。在体内使用CONVIVO®从中央肿瘤核心和切除边缘的虚拟活检中获得图像,评估其在中心提供组织学诊断和在外围提供肿瘤组织识别的能力,相对于相应的标准组织学切片。在永久切片或冷冻切片解释之前,对CONVIVO®图像进行分析,病理学家完全不知道组织学结果。结果:对75例患者进行了研究。最常见的诊断是GBM(50.6%)和转移(13.3%)。在肿瘤边缘,在总共169次活检中,我们获得了GBM/ 4级idh突变星形细胞瘤肿瘤组织识别的总体准确性为82.2% (95% CI 75.0-89.5),考虑到所有肿瘤,肿瘤组织识别的总体准确性为85.8% (95% CI 80.5-91.1)。在肿瘤中心,67.6% (95% CI 56.9-78.2)的病例获得了正确的术中诊断,80.9% (95% CI 69.1-92.8)的GBM/ 4级idh突变星形细胞瘤亚组获得了正确的术中诊断。结论:CONVIVO®可以准确评估侵袭性中枢神经系统肿瘤切除过程中病理边缘组织残留物的存在。需要更多的研究来评估这是否可能改善切除的程度。
{"title":"Confocal endomicroscopy accuracy in identifying central nervous system tumors tissue at the infiltration margins: results from a prospective clinical trial.","authors":"Francesco Restelli, Bianca Pollo, Elio Mazzapicchi, Irene Tramacere, Morgan Broggi, Jacopo Falco, Marco Schiariti, Mario Stanziano, Francesco Dimeco, Paolo Ferroli, Gianluca Marucci, Ignazio G Vetrano, Francesco Acerbi","doi":"10.23736/S0390-5616.24.06302-1","DOIUrl":"10.23736/S0390-5616.24.06302-1","url":null,"abstract":"<p><strong>Background: </strong>We have previously shown the usefulness of a new confocal endomicroscopy system (CONVIVO<sup>®</sup>) in providing a quick and reliable method for intraoperative diagnosis ex vivo in glioblastoma (GBM). In this study, we aimed to assess the intraoperative usefulness of CONVIVO<sup>®</sup> in an in-vivo setting, focusing on its capability to explore the presence of residual tumor at the resection margins of Central Nervous System (CNS) tumors.</p><p><strong>Methods: </strong>We consecutively enrolled patients submitted to fluorescein-guided CNS-tumor removal (May 2020 to December 2022). CONVIVO<sup>®</sup> was used in vivo to obtain images from virtual biopsies at the central tumor core and at its margin of resection, evaluating its ability to offer a histological diagnosis at the center and a tumor tissue identification at the periphery, with respect to corresponding standard histological sections. CONVIVO<sup>®</sup> images were analyzed before interpretation of permanent or frozen sections, with the pathologist being totally blinded to histological results.</p><p><strong>Results: </strong>Seventy-five patients were studied. The most frequent diagnoses were GBM (50.6%) and metastasis (13.3%). At the tumor margins, on a total of 169 biopsies, we obtained an overall accuracy in tumor tissue identification of 82.2% (95% CI 75.0-89.5) in GBM/Grade 4 IDH-mutated astrocytomas, and 85.8% (95% CI 80.5-91.1) considering all tumors together. At the tumor center, a correct intraoperative diagnosis was obtained in 67.6% (95% CI 56.9-78.2) of all the cases, and in 80.9% (95% CI 69.1-92.8) of the GBM/Grade 4 IDH-mutated astrocytoma subgroup.</p><p><strong>Conclusions: </strong>CONVIVO<sup>®</sup> allowed to accurately assess the presence of pathological marginal tissue remnants during resection of aggressive CNS tumors. More studies are needed to evaluate if this could possibly improve the extent of resection.</p>","PeriodicalId":16504,"journal":{"name":"Journal of neurosurgical sciences","volume":" ","pages":"225-235"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143255810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clear neuroimaging margin at the brain-tumor interface is associated with gross total resection and longer survival in non-enhancing diffuse gliomas. 在非增强型弥漫性胶质瘤中,脑瘤界面清晰的神经影像学边缘与大体全切除和较长的生存期有关。
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-06-01 Epub Date: 2024-05-30 DOI: 10.23736/S0390-5616.24.06221-0
Anand A Dharia, Domenico A Gattozzi, Joseph S Domino, Adam G Rouse, Roukoz B Chamoun

Background: This study aimed to determine whether the presence of distinct glioma margins on preoperative imaging is correlated with improved intraoperative identification of tumor-brain interfaces and overall improved surgical outcomes of non-enhancing gliomas.

Methods: This is a retrospective study of all primary glioma resections at our institution between 2000-2020. Tumors with contrast enhancement or with final pathology other than diffuse infiltrative glial neoplasm (WHO II or WHO III) were excluded. Tumors were stratified into two groups: those with distinct radiographical borders between tumor and brain, and those with ill-defined radiographical margins. Multivariate analysis was performed to determine the impact of clear preoperative margins on the primary outcome of gross-total resection.

Results: Within the study period, 59 patients met inclusion criteria, of which 31 (53%) had distinct margins. These patients were predominantly younger (37.6 vs. 48.1 years, P=0.007). Tumor and other patient characteristics were similar in both cohorts, including gender, laterality, size, location, tumor type, grade, and surgical adjuncts utilized (P>0.05). Multivariate regression identified that distinct preoperative margins correlated with increased rates of gross total resection (P=0.02). Distinct margins on preoperative neuroimaging also correlated positively with surgeon identification of intra-operative margins (P<0.0001), fewer deaths over the study period (P=0.01), and longer overall survival (P=0.03).

Conclusions: Distinct glioma-parenchyma margins on preoperative imaging are associated with improved surgical resection for diffuse gliomas, as distinct margins may correlate with distinguishable glioma-brain interfaces intraoperatively. Further prospective studies may discover additional clinical uses for these findings.

背景:本研究旨在确定术前成像中出现明显的胶质瘤边缘是否与术中更好地识别肿瘤-脑界面以及整体改善非增强型胶质瘤的手术效果相关:这是一项回顾性研究,研究对象为 2000-2020 年间在本院进行的所有原发性胶质瘤切除术。对比剂增强的肿瘤或最终病理结果为弥漫浸润性胶质瘤(WHO II或WHO III)以外的肿瘤均被排除在外。肿瘤被分为两组:肿瘤和大脑之间有明显放射学边界的肿瘤和放射学边缘不明确的肿瘤。研究人员进行了多变量分析,以确定术前边缘清晰对大体全切这一主要结果的影响:在研究期间,有59名患者符合纳入标准,其中31人(53%)的边缘清晰。这些患者主要更年轻(37.6 岁对 48.1 岁,P=0.007)。两组患者的肿瘤和其他特征相似,包括性别、侧位、大小、位置、肿瘤类型、分级和使用的手术辅助手段(P>0.05)。多变量回归发现,术前边缘明显与大体全切除率增加相关(P=0.02)。术前神经影像学检查发现的明显边缘也与外科医生对术中边缘的识别呈正相关(PC结论:术前成像中胶质瘤-实质边缘的分明与弥漫性胶质瘤手术切除率的提高有关,因为分明的边缘可能与术中可分辨的胶质瘤-脑界面相关。进一步的前瞻性研究可能会发现这些发现的其他临床用途。
{"title":"Clear neuroimaging margin at the brain-tumor interface is associated with gross total resection and longer survival in non-enhancing diffuse gliomas.","authors":"Anand A Dharia, Domenico A Gattozzi, Joseph S Domino, Adam G Rouse, Roukoz B Chamoun","doi":"10.23736/S0390-5616.24.06221-0","DOIUrl":"10.23736/S0390-5616.24.06221-0","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to determine whether the presence of distinct glioma margins on preoperative imaging is correlated with improved intraoperative identification of tumor-brain interfaces and overall improved surgical outcomes of non-enhancing gliomas.</p><p><strong>Methods: </strong>This is a retrospective study of all primary glioma resections at our institution between 2000-2020. Tumors with contrast enhancement or with final pathology other than diffuse infiltrative glial neoplasm (WHO II or WHO III) were excluded. Tumors were stratified into two groups: those with distinct radiographical borders between tumor and brain, and those with ill-defined radiographical margins. Multivariate analysis was performed to determine the impact of clear preoperative margins on the primary outcome of gross-total resection.</p><p><strong>Results: </strong>Within the study period, 59 patients met inclusion criteria, of which 31 (53%) had distinct margins. These patients were predominantly younger (37.6 vs. 48.1 years, P=0.007). Tumor and other patient characteristics were similar in both cohorts, including gender, laterality, size, location, tumor type, grade, and surgical adjuncts utilized (P>0.05). Multivariate regression identified that distinct preoperative margins correlated with increased rates of gross total resection (P=0.02). Distinct margins on preoperative neuroimaging also correlated positively with surgeon identification of intra-operative margins (P<0.0001), fewer deaths over the study period (P=0.01), and longer overall survival (P=0.03).</p><p><strong>Conclusions: </strong>Distinct glioma-parenchyma margins on preoperative imaging are associated with improved surgical resection for diffuse gliomas, as distinct margins may correlate with distinguishable glioma-brain interfaces intraoperatively. Further prospective studies may discover additional clinical uses for these findings.</p>","PeriodicalId":16504,"journal":{"name":"Journal of neurosurgical sciences","volume":" ","pages":"245-252"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141175505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of neurosurgical sciences
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