Pub Date : 2024-12-01DOI: 10.3171/2024.9.FOCUS24479
Shray A Patel, Joanna M Roy, Basel Musmar, Advith Sarikonda, Kyle Scott, Rawad Abbas, Antony A Fuleihan, Ahilan Sivaganesan, Stavropoula I Tjoumakaris, M Reid Gooch, Robert Rosenwasser, Visish M Srinivasan, Jan-Karl Burkhardt, Pascal M Jabbour
Objective: Preclinical studies suggest that robotic carotid artery stenting (CAS) could be superior to manual CAS. However, very limited comparative data exist for patients who have undergone robotic versus manual CAS. In addition, no data exist comparing the costs of manual and robotic CAS.
Methods: All robotic CAS cases at two academic neurosurgery centers were retrospectively reviewed and 1:1 propensity matched with manual CAS cases. Personnel costs, supply costs, and total procedure costs were collected in collaboration with hospital administration by using time-driven activity-based cost analysis.
Results: A total of 24 robotic CAS operations were performed between 2019 and 2023. Comorbidities and baseline procedural characteristics were well matched between robotic and manual cases. Unplanned manual conversion was observed in only 1 robotic case (4.2%). Robotic CAS complications and outcomes were comparable to manual. Robotic CAS was associated with a significantly increased fluoroscopy time (29.0 vs 19.2 minutes; p < 0.001). Robotic procedure time (88.9 ± 18.2 minutes) was significantly (p = 0.003) longer than manual time (68.72 ± 22.4 minutes). Health personnel costs ($1589.71 ± $176.92 vs $1375.99 ± $233.39, p = 0.005); supply costs ($3918.25 ± $421.20 vs $2152.74 ± $1030.26, p < 0.001); and total procedure costs ($5306.11 ± $608.95 vs $3437.56 ± $1165.67, p < 0.001) were greater for robotic CAS.
Conclusions: In the first multicenter study and largest sample to date, the authors show that robotic CAS, with a low rate of procedural failure and postoperative complications, is safe and feasible. In addition, robotic CAS achieves comparable clinical outcomes to manual CAS. Robotic CAS was associated with increased fluoroscopy time, but fluoroscopy time decreased as operators gained familiarity with the CorPath GRX system. Robotic CAS was associated with a greater procedural cost, which was driven by greater personnel and supply costs. Robotic CAS failed to show superiority to manual CAS. These findings set a foundation for randomized controlled trials of robotic CAS, and also highlight the need for further studies to optimize robotic CAS and reduce its associated costs.
{"title":"Robotic carotid artery stenting: a multicenter, propensity score-matched analysis of clinical outcomes and cost-effectiveness.","authors":"Shray A Patel, Joanna M Roy, Basel Musmar, Advith Sarikonda, Kyle Scott, Rawad Abbas, Antony A Fuleihan, Ahilan Sivaganesan, Stavropoula I Tjoumakaris, M Reid Gooch, Robert Rosenwasser, Visish M Srinivasan, Jan-Karl Burkhardt, Pascal M Jabbour","doi":"10.3171/2024.9.FOCUS24479","DOIUrl":"10.3171/2024.9.FOCUS24479","url":null,"abstract":"<p><strong>Objective: </strong>Preclinical studies suggest that robotic carotid artery stenting (CAS) could be superior to manual CAS. However, very limited comparative data exist for patients who have undergone robotic versus manual CAS. In addition, no data exist comparing the costs of manual and robotic CAS.</p><p><strong>Methods: </strong>All robotic CAS cases at two academic neurosurgery centers were retrospectively reviewed and 1:1 propensity matched with manual CAS cases. Personnel costs, supply costs, and total procedure costs were collected in collaboration with hospital administration by using time-driven activity-based cost analysis.</p><p><strong>Results: </strong>A total of 24 robotic CAS operations were performed between 2019 and 2023. Comorbidities and baseline procedural characteristics were well matched between robotic and manual cases. Unplanned manual conversion was observed in only 1 robotic case (4.2%). Robotic CAS complications and outcomes were comparable to manual. Robotic CAS was associated with a significantly increased fluoroscopy time (29.0 vs 19.2 minutes; p < 0.001). Robotic procedure time (88.9 ± 18.2 minutes) was significantly (p = 0.003) longer than manual time (68.72 ± 22.4 minutes). Health personnel costs ($1589.71 ± $176.92 vs $1375.99 ± $233.39, p = 0.005); supply costs ($3918.25 ± $421.20 vs $2152.74 ± $1030.26, p < 0.001); and total procedure costs ($5306.11 ± $608.95 vs $3437.56 ± $1165.67, p < 0.001) were greater for robotic CAS.</p><p><strong>Conclusions: </strong>In the first multicenter study and largest sample to date, the authors show that robotic CAS, with a low rate of procedural failure and postoperative complications, is safe and feasible. In addition, robotic CAS achieves comparable clinical outcomes to manual CAS. Robotic CAS was associated with increased fluoroscopy time, but fluoroscopy time decreased as operators gained familiarity with the CorPath GRX system. Robotic CAS was associated with a greater procedural cost, which was driven by greater personnel and supply costs. Robotic CAS failed to show superiority to manual CAS. These findings set a foundation for randomized controlled trials of robotic CAS, and also highlight the need for further studies to optimize robotic CAS and reduce its associated costs.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 6","pages":"E10"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142770779","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 : 2024-12-01DOI: 10.3171/2024.9.FOCUS24531
Patrick Kramer, Kelly Jiang, Carly Weber-Levine, Ritvik Jillala, Maria Rain Jennings, Antony A Fuleihan, Andrew M Hersh, Meghana Bhimreddy, Arjun K Menta, A Daniel Davidar, Daniel Lubelski, Nicholas Theodore
Objective: The authors investigated the predictors of cost of admission (CoA) for robot-assisted pedicle screw placement to assess the value of robotic systems in spine operations.
Methods: Demographic, operative, and postoperative variables were retrospectively collected from 506 patients undergoing robot-assisted spine surgery utilizing the ExcelsiusGPS robot at two high-volume tertiary care centers from 2017 to 2023. Perioperative parameters were evaluated against total hospital admission cost utilizing the Kruskal-Wallis and Wilcoxon rank-sum tests followed by multivariable linear regression.
Results: The majority of patients were female (53.6%), 50-80 years of age (77.7%), and White (73.9%); had at least 1 comorbidity (58.1%); and presented with an average functional preoperative Frankel grade (57.5%). The mean CoA was $69,458 ± $47,910. On univariable analysis, demographic data including sex, age, race, and Frankel grade were not associated with CoA. The presence of a comorbidity, however, was associated with increased CoA (p < 0.001). Intraoperatively, one-third of the operations (31.8%) were revisions from prior operations and were subsequently associated with increased CoA (p = 0.021). Thoracic-level operations constituted roughly one-quarter of the cohort (24.1%) and were also associated with increased CoA (p < 0.001). Intraoperative durotomies occurred in 7.7% of patients, leading to increased CoA (p = 0.003). Extended surgical durations also demonstrated elevated CoA (p < 0.001). Postoperatively, the median length of stay (LOS) was 3 days, and an LOS of greater than 3 days was one of the primary drivers of cost (p < 0.001). Postoperative complications occurred in just 6.3% of the cohort but were also associated with increased CoA (p < 0.001). On multivariable analysis, LOS, number of screws placed, operative duration, and postoperative complications were the primary predictors of increased CoA.
Conclusions: Understanding the drivers of cost in robot-assisted pedicle screw placement is crucial to elucidate the value associated with the use of robotic systems in spine surgery. These results indicate that patient and surgical complexity influence cost and that robotic systems may augment management in spine surgery. Further investigation is warranted to determine the long-term benefits and cost-effectiveness of new technologies compared with traditional techniques in spine surgery.
{"title":"Predictors of cost of admission for robot-assisted pedicle screw placement.","authors":"Patrick Kramer, Kelly Jiang, Carly Weber-Levine, Ritvik Jillala, Maria Rain Jennings, Antony A Fuleihan, Andrew M Hersh, Meghana Bhimreddy, Arjun K Menta, A Daniel Davidar, Daniel Lubelski, Nicholas Theodore","doi":"10.3171/2024.9.FOCUS24531","DOIUrl":"10.3171/2024.9.FOCUS24531","url":null,"abstract":"<p><strong>Objective: </strong>The authors investigated the predictors of cost of admission (CoA) for robot-assisted pedicle screw placement to assess the value of robotic systems in spine operations.</p><p><strong>Methods: </strong>Demographic, operative, and postoperative variables were retrospectively collected from 506 patients undergoing robot-assisted spine surgery utilizing the ExcelsiusGPS robot at two high-volume tertiary care centers from 2017 to 2023. Perioperative parameters were evaluated against total hospital admission cost utilizing the Kruskal-Wallis and Wilcoxon rank-sum tests followed by multivariable linear regression.</p><p><strong>Results: </strong>The majority of patients were female (53.6%), 50-80 years of age (77.7%), and White (73.9%); had at least 1 comorbidity (58.1%); and presented with an average functional preoperative Frankel grade (57.5%). The mean CoA was $69,458 ± $47,910. On univariable analysis, demographic data including sex, age, race, and Frankel grade were not associated with CoA. The presence of a comorbidity, however, was associated with increased CoA (p < 0.001). Intraoperatively, one-third of the operations (31.8%) were revisions from prior operations and were subsequently associated with increased CoA (p = 0.021). Thoracic-level operations constituted roughly one-quarter of the cohort (24.1%) and were also associated with increased CoA (p < 0.001). Intraoperative durotomies occurred in 7.7% of patients, leading to increased CoA (p = 0.003). Extended surgical durations also demonstrated elevated CoA (p < 0.001). Postoperatively, the median length of stay (LOS) was 3 days, and an LOS of greater than 3 days was one of the primary drivers of cost (p < 0.001). Postoperative complications occurred in just 6.3% of the cohort but were also associated with increased CoA (p < 0.001). On multivariable analysis, LOS, number of screws placed, operative duration, and postoperative complications were the primary predictors of increased CoA.</p><p><strong>Conclusions: </strong>Understanding the drivers of cost in robot-assisted pedicle screw placement is crucial to elucidate the value associated with the use of robotic systems in spine surgery. These results indicate that patient and surgical complexity influence cost and that robotic systems may augment management in spine surgery. Further investigation is warranted to determine the long-term benefits and cost-effectiveness of new technologies compared with traditional techniques in spine surgery.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 6","pages":"E15"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142770777","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 : 2024-12-01DOI: 10.3171/2024.9.FOCUS24532
Carlin Chuck, Rohaid Ali, Christine K Lee, Athar N Malik, Konstantina A Svokos, Deus Cielo, Curtis E Doberstein, Harry J Rosenberg, Jerrold L Boxerman, Joseph Rajasekaran, Wael F Asaad, Ziya Gokaslan, Prakash Sampath, Clark C Chen
Objective: Innovations in robotics continue to reshape the landscape of neurosurgery. Here, the authors evaluated the safety and efficacy of the ExcelsiusGPS robot in the treatment of neuro-oncological, intracranial lesions.
Methods: The authors conducted a retrospective analysis of 19 consecutive adult patients with a neuro-oncological diagnosis who underwent intracranial biopsy and/or laser interstitial thermal therapy (LITT) with the assistance of the ExcelsiusGPS robot and intraoperative CT. Demographic and clinical data were collected from the electronic medical record and the robot software.
Results: All 19 patients harbored lesions that were deep seated, involving the eloquent cortex, or subcentimeter. Definitive tissue diagnosis was achieved in all cases involving stereotactic biopsy (n = 16), with glioblastoma as the most common diagnosis. The mean ± SD time for setting up the robotic stereotaxis system was 57.4 ± 10.7 minutes. The mean procedural time after that was 71.6 ± 41.0 minutes for stereotactic needle biopsy and 188.4 ± 61.2 minutes for procedures involving LITT. The mean radial errors of the actual trajectory relative to the planned trajectory at the entry and target points were 0.625 ± 0.443 mm and 0.745 ± 0.472 mm, respectively. There were no procedural complications or new postoperative deficits, although routine postoperative CT showed new hyperdensity at the target site in 3/19 patients (15.7%). All patients who underwent elective procedures were discharged by postoperative day 3 (mean 1.38 ± 0.619 days). There were two 30-day readmissions (pulmonary embolus and general weakness), and neither was attributable to the surgical procedure.
Conclusions: The authors' pilot experience with the ExcelsiusGPS robot in neuro-oncology procedures indicates a favorable efficacy and safety profile.
{"title":"Neuro-oncology application of next-generation, optically tracked robotic stereotaxis with intraoperative computed tomography: a pilot experience.","authors":"Carlin Chuck, Rohaid Ali, Christine K Lee, Athar N Malik, Konstantina A Svokos, Deus Cielo, Curtis E Doberstein, Harry J Rosenberg, Jerrold L Boxerman, Joseph Rajasekaran, Wael F Asaad, Ziya Gokaslan, Prakash Sampath, Clark C Chen","doi":"10.3171/2024.9.FOCUS24532","DOIUrl":"10.3171/2024.9.FOCUS24532","url":null,"abstract":"<p><strong>Objective: </strong>Innovations in robotics continue to reshape the landscape of neurosurgery. Here, the authors evaluated the safety and efficacy of the ExcelsiusGPS robot in the treatment of neuro-oncological, intracranial lesions.</p><p><strong>Methods: </strong>The authors conducted a retrospective analysis of 19 consecutive adult patients with a neuro-oncological diagnosis who underwent intracranial biopsy and/or laser interstitial thermal therapy (LITT) with the assistance of the ExcelsiusGPS robot and intraoperative CT. Demographic and clinical data were collected from the electronic medical record and the robot software.</p><p><strong>Results: </strong>All 19 patients harbored lesions that were deep seated, involving the eloquent cortex, or subcentimeter. Definitive tissue diagnosis was achieved in all cases involving stereotactic biopsy (n = 16), with glioblastoma as the most common diagnosis. The mean ± SD time for setting up the robotic stereotaxis system was 57.4 ± 10.7 minutes. The mean procedural time after that was 71.6 ± 41.0 minutes for stereotactic needle biopsy and 188.4 ± 61.2 minutes for procedures involving LITT. The mean radial errors of the actual trajectory relative to the planned trajectory at the entry and target points were 0.625 ± 0.443 mm and 0.745 ± 0.472 mm, respectively. There were no procedural complications or new postoperative deficits, although routine postoperative CT showed new hyperdensity at the target site in 3/19 patients (15.7%). All patients who underwent elective procedures were discharged by postoperative day 3 (mean 1.38 ± 0.619 days). There were two 30-day readmissions (pulmonary embolus and general weakness), and neither was attributable to the surgical procedure.</p><p><strong>Conclusions: </strong>The authors' pilot experience with the ExcelsiusGPS robot in neuro-oncology procedures indicates a favorable efficacy and safety profile.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 6","pages":"E4"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142770776","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 : 2024-11-01DOI: 10.3171/2024.8.FOCUS24417
Jia-Shu Chen, Alexander F Haddad, Jason E Chung, Oliver Y Tang, Winson S Ho, Shawn L Hervey-Jumper, Manish K Aghi
<p><strong>Objective: </strong>Radiation necrosis is becoming an increasingly prevalent complication in patients with brain tumors given the growing utility of stereotactic radiosurgery in modern treatment paradigms. Magnetic resonance-guided laser interstitial thermal therapy (MRgLITT) is a new minimally invasive modality that has exhibited an efficacy comparable to craniotomy in treating radiation necrosis. No studies to date have compared their cost-effectiveness despite the significant additional expenses associated with MRgLITT use. This study aimed to evaluate the cost-effectiveness of MRgLITT versus craniotomy in patients with comparable presentations of radiation necrosis.</p><p><strong>Methods: </strong>The National Inpatient Sample (NIS) was queried from 2011 to 2020 for patients with radiation necrosis and treated using craniotomy or MRgLITT. Admission charges and costs were inflation adjusted to 2020 $US. Surgical cohorts were propensity score-matched according to demographic, clinical, and admission characteristics. Multivariable linear and logistic regression analyses identified associations between type of intervention and outcomes. A semi-Markov model was created to simulate treatment with craniotomy versus MRgLITT. Cost, transition probabilities, and health state utilities were derived from the NIS, individual patient outcomes from multiple institutions, and prospectively collected quality-of-life data from a single institution and verified against other studies. Monte Carlo simulation and probabilistic sensitivity analysis were used to evaluate the cost-effectiveness between the two modalities.</p><p><strong>Results: </strong>In the designated study period, 2869 patients had been admitted with brain tumor radiation necrosis and were managed with neurosurgical intervention. After propensity score matching, MRgLITT, relative to craniotomy, was independently associated with a shorter length of stay (LOS; β = -1.81, p = 0.002), lower odds of complications (OR 0.18, p = 0.033), and higher odds of home discharge (OR 3.05, p = 0.041), but there was no difference in total admission costs between the two modalities (β = $6229, p = 0.081). On Monte Carlo simulation, patients treated with MRgLITT had a lower probability of disease (radiation necrosis or tumor) recurrence (13.5% vs 22.0%, p < 0.001) but an equivalent mortality risk (22.8% vs 22.3%, p = 0.429) compared to the patients treated with craniotomy at the 1-year follow-up. Over a 4-year time horizon, MRgLITT had an incremental cost of -$25,685 and incremental effectiveness of 0.14 quality-adjusted life-year (QALY), resulting in an incremental cost-effectiveness ratio of -$183,464 per QALY relative to craniotomy.</p><p><strong>Conclusions: </strong>MRgLITT was a more cost-effective treatment strategy than craniotomy in the management of patients with brain tumor radiation necrosis. The cost-effectiveness of MRgLITT may be attributed to a shorter LOS, lower complication odds, and hig
目的:随着立体定向放射外科手术在现代治疗模式中的应用日益广泛,放射坏死正成为脑肿瘤患者日益普遍的并发症。磁共振引导激光间质热疗(MRgLITT)是一种新的微创方式,在治疗放射性坏死方面的疗效与开颅手术不相上下。尽管使用 MRgLITT 会产生大量额外费用,但迄今为止还没有研究对其成本效益进行比较。本研究旨在评估 MRgLITT 与开颅手术在具有相似表现的放射性坏死患者中的成本效益:方法:从2011年到2020年,对全国住院病人样本(NIS)中使用开颅手术或MRgLITT治疗的放射性坏死患者进行了查询。入院费用和成本经通货膨胀调整为2020年的美元。手术队列根据人口统计学、临床和入院特征进行倾向评分匹配。多变量线性和逻辑回归分析确定了干预类型与结果之间的关联。建立了一个半马尔可夫模型,模拟开颅手术与 MRgLITT 的治疗效果。成本、转换概率和健康状态效用来自国家信息系统、多个机构的单个患者结果以及一家机构前瞻性收集的生活质量数据,并与其他研究进行了验证。蒙特卡洛模拟和概率敏感性分析用于评估两种模式的成本效益:在指定研究期内,2869 名脑肿瘤放射性坏死患者接受了神经外科干预治疗。经过倾向评分匹配后,MRgLITT 与开颅手术相比,住院时间更短(LOS;β = -1.81, p = 0.002),并发症发生几率更低(OR 0.18, p = 0.033),出院回家的几率更高(OR 3.05, p = 0.041),但两种方式的住院总费用没有差异(β = 6229 美元,p = 0.081)。在蒙特卡罗模拟中,接受 MRgLITT 治疗的患者与接受开颅手术治疗的患者相比,疾病(辐射坏死或肿瘤)复发的概率较低(13.5% vs 22.0%,p < 0.001),但死亡率风险相当(22.8% vs 22.3%,p = 0.429)。在4年的时间跨度内,MRgLITT的增量成本为-25,685美元,增量效果为0.14质量调整生命年(QALY),与开颅手术相比,每QALY的增量成本效益比为-183,464美元:结论:在治疗脑肿瘤放射性坏死患者方面,MRgLITT 是一种比开颅手术更具成本效益的治疗策略。MRgLITT的成本效益可能归因于术后短期内较短的住院时间、较低的并发症几率和较高的出院回家几率,以及长期随访期间较低的疾病复发风险。
{"title":"A propensity score-matched cost-effectiveness analysis of magnetic resonance-guided laser interstitial thermal therapy versus craniotomy for brain tumor radiation necrosis.","authors":"Jia-Shu Chen, Alexander F Haddad, Jason E Chung, Oliver Y Tang, Winson S Ho, Shawn L Hervey-Jumper, Manish K Aghi","doi":"10.3171/2024.8.FOCUS24417","DOIUrl":"10.3171/2024.8.FOCUS24417","url":null,"abstract":"<p><strong>Objective: </strong>Radiation necrosis is becoming an increasingly prevalent complication in patients with brain tumors given the growing utility of stereotactic radiosurgery in modern treatment paradigms. Magnetic resonance-guided laser interstitial thermal therapy (MRgLITT) is a new minimally invasive modality that has exhibited an efficacy comparable to craniotomy in treating radiation necrosis. No studies to date have compared their cost-effectiveness despite the significant additional expenses associated with MRgLITT use. This study aimed to evaluate the cost-effectiveness of MRgLITT versus craniotomy in patients with comparable presentations of radiation necrosis.</p><p><strong>Methods: </strong>The National Inpatient Sample (NIS) was queried from 2011 to 2020 for patients with radiation necrosis and treated using craniotomy or MRgLITT. Admission charges and costs were inflation adjusted to 2020 $US. Surgical cohorts were propensity score-matched according to demographic, clinical, and admission characteristics. Multivariable linear and logistic regression analyses identified associations between type of intervention and outcomes. A semi-Markov model was created to simulate treatment with craniotomy versus MRgLITT. Cost, transition probabilities, and health state utilities were derived from the NIS, individual patient outcomes from multiple institutions, and prospectively collected quality-of-life data from a single institution and verified against other studies. Monte Carlo simulation and probabilistic sensitivity analysis were used to evaluate the cost-effectiveness between the two modalities.</p><p><strong>Results: </strong>In the designated study period, 2869 patients had been admitted with brain tumor radiation necrosis and were managed with neurosurgical intervention. After propensity score matching, MRgLITT, relative to craniotomy, was independently associated with a shorter length of stay (LOS; β = -1.81, p = 0.002), lower odds of complications (OR 0.18, p = 0.033), and higher odds of home discharge (OR 3.05, p = 0.041), but there was no difference in total admission costs between the two modalities (β = $6229, p = 0.081). On Monte Carlo simulation, patients treated with MRgLITT had a lower probability of disease (radiation necrosis or tumor) recurrence (13.5% vs 22.0%, p < 0.001) but an equivalent mortality risk (22.8% vs 22.3%, p = 0.429) compared to the patients treated with craniotomy at the 1-year follow-up. Over a 4-year time horizon, MRgLITT had an incremental cost of -$25,685 and incremental effectiveness of 0.14 quality-adjusted life-year (QALY), resulting in an incremental cost-effectiveness ratio of -$183,464 per QALY relative to craniotomy.</p><p><strong>Conclusions: </strong>MRgLITT was a more cost-effective treatment strategy than craniotomy in the management of patients with brain tumor radiation necrosis. The cost-effectiveness of MRgLITT may be attributed to a shorter LOS, lower complication odds, and hig","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 5","pages":"E2"},"PeriodicalIF":3.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142562481","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 : 2024-11-01DOI: 10.3171/2024.8.FOCUS24452
Matthew Frain, Nagheme Thomas, Sandra C Yan, Aida Karachi, Farhad Dastmalchi, Ghaidaa Ebrahim, Didier Rajon, Richard Tyc, Catherine Flores, Anjali Chauhan, Elias Sayour, Duane A Mitchell, Frank J Bova, Maryam Rahman
Objective: The objective of this study was to develop a murine system for the delivery of laser interstitial thermotherapy (LITT) with probe-based thermometry as a model for human glioblastoma treatment to investigate thermal diffusion in heterogeneous brain tissue.
Methods: First, the tissue heating properties were characterized using a diode-pumped solid-state near-infrared laser in a homogeneous tissue model. The laser was adapted for use with a repurposed stereotactic surgery frame utilizing a micro laser probe and Hamilton syringe. The authors designed and manufactured a stereotactic frame attachment to work as a temperature probe stabilizer. Application of this novel design was used as a precise method for real-time thermometry at known distances from the thermal ablative center mass during murine LITT studies.
Results: Temperature measurements were achieved during LITT that verified the direct thermometry capability of the system without the need for MR-based thermal monitoring. Application of multiple stereotactic design iterations led to an accurately reproducible surgical laser ablation procedure. Histological staining confirmed precise thermal ablation and controllable lesion size based on time and temperature control. Treatment of a syngeneic intracranial glioma model highly resistant to conventional therapy resulted in a modest survival benefit.
Conclusions: The authors have successfully developed a murine model system of LITT with direct in situ thermometry for investigation into the effects of thermal ablation and combinatorial treatments in murine brain tumor models.
研究目的本研究的目的是开发一种小鼠激光间质热疗(LITT)系统,以探针测温法作为人类胶质母细胞瘤治疗模型,研究异质脑组织中的热扩散:方法:首先,在均质组织模型中使用二极管泵浦固体近红外激光对组织加热特性进行表征。利用微型激光探头和汉密尔顿注射器,对激光进行了改装,以便与重新利用的立体定向手术架配合使用。作者设计并制造了一个立体定向框架附件,用作温度探针稳定器。在小鼠 LITT 研究中,应用这种新颖的设计作为一种精确的方法,在距离热烧蚀中心块已知距离处进行实时温度测量:结果:在 LITT 研究中实现了温度测量,验证了该系统的直接测温能力,无需基于磁共振的热监测。多次立体定向设计迭代的应用使手术激光消融过程具有精确的可重复性。组织学染色证实了精确的热消融以及基于时间和温度控制的可控病灶大小。对传统疗法高度耐药的颅内胶质瘤模型进行治疗后,患者的生存率略有提高:作者成功开发了一种具有直接原位测温功能的 LITT 小鼠模型系统,用于研究热消融和组合疗法在小鼠脑肿瘤模型中的效果。
{"title":"Development of a murine laser interstitial thermotherapy system.","authors":"Matthew Frain, Nagheme Thomas, Sandra C Yan, Aida Karachi, Farhad Dastmalchi, Ghaidaa Ebrahim, Didier Rajon, Richard Tyc, Catherine Flores, Anjali Chauhan, Elias Sayour, Duane A Mitchell, Frank J Bova, Maryam Rahman","doi":"10.3171/2024.8.FOCUS24452","DOIUrl":"10.3171/2024.8.FOCUS24452","url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to develop a murine system for the delivery of laser interstitial thermotherapy (LITT) with probe-based thermometry as a model for human glioblastoma treatment to investigate thermal diffusion in heterogeneous brain tissue.</p><p><strong>Methods: </strong>First, the tissue heating properties were characterized using a diode-pumped solid-state near-infrared laser in a homogeneous tissue model. The laser was adapted for use with a repurposed stereotactic surgery frame utilizing a micro laser probe and Hamilton syringe. The authors designed and manufactured a stereotactic frame attachment to work as a temperature probe stabilizer. Application of this novel design was used as a precise method for real-time thermometry at known distances from the thermal ablative center mass during murine LITT studies.</p><p><strong>Results: </strong>Temperature measurements were achieved during LITT that verified the direct thermometry capability of the system without the need for MR-based thermal monitoring. Application of multiple stereotactic design iterations led to an accurately reproducible surgical laser ablation procedure. Histological staining confirmed precise thermal ablation and controllable lesion size based on time and temperature control. Treatment of a syngeneic intracranial glioma model highly resistant to conventional therapy resulted in a modest survival benefit.</p><p><strong>Conclusions: </strong>The authors have successfully developed a murine model system of LITT with direct in situ thermometry for investigation into the effects of thermal ablation and combinatorial treatments in murine brain tumor models.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 5","pages":"E10"},"PeriodicalIF":3.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142562490","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 : 2024-11-01DOI: 10.3171/2024.8.FOCUS24441
Andrew M Miller, Shane Shahrestani, Michelot Michel, John S Yu, Adam Mamelak
Objective: Laser interstitial thermal therapy (LITT) is a minimally invasive procedure used to ablate abnormal tissue in a targeted fashion. It is most commonly used to treat epileptic foci, brain tumors, and radiation necrosis. This study aimed to compare immediate postoperative outcomes between these indications.
Methods: This study analyzed clinical data from the Nationwide Readmissions Database (NRD) from 2016 to 2019 and identified 2234 patients who underwent LITT procedures using ICD-10 codes. The authors analyzed patient demographics, complications, discharge disposition, readmission rates, and mortality. Following propensity score matching, 317 patients treated for epilepsy and 323 patients treated for brain tumors were compared.
Results: The mean ages were similar (epilepsy: 45.7 vs tumor: 49.0 years, p = 0.55), as were the proportions of female patients (epilepsy: 45.4% vs tumor: 52.9%, p = 0.83), all-payer costs (p = 0.81), income quartiles (p = 0.58), insurance types (p = 0.70), frailty rates (p = 0.85), and comorbid disease burdens as assessed by ECI score (p = 0.73). No significant differences were observed in rates of hemorrhage (p = 0.1), pulmonary embolism (p = 0.32), or infection (p = 0.16). However, the tumor cohort had higher rates of deep vein thrombosis (3.4% vs < 3.15%, p = 0.045), nonroutine discharge (26.6% vs 16.4%, p = 0.04), and 1-year hospital readmission (32.5% vs 18.6%, p = 0.006). One-year mortality rates were similar (tumor: 3.4% vs epilepsy: < 3.15%, p = 0.08).
Conclusions: While postoperative complications and 1-year mortality rates were similar among patients undergoing LITT for epilepsy and brain tumors, the tumor cohort experienced higher rates of deep vein thrombosis, nonroutine discharge, and 1-year hospital readmission.
目的:激光间质热疗法(LITT)是一种微创手术,用于有针对性地消融异常组织。它最常用于治疗癫痫灶、脑肿瘤和放射性坏死。本研究旨在比较这些适应症的术后即时疗效:本研究分析了2016年至2019年全国再入院数据库(NRD)的临床数据,并使用ICD-10编码确定了2234名接受LITT手术的患者。作者分析了患者的人口统计学、并发症、出院处置、再入院率和死亡率。经过倾向得分匹配,对317名接受癫痫治疗的患者和323名接受脑肿瘤治疗的患者进行了比较:平均年龄相似(癫痫:45.7 岁 vs 肿瘤:49.0 岁,p = 0.55),女性患者比例相似(癫痫:45.4% vs 肿瘤:52.9%,p = 0.83),所有支付者费用相似(p = 0.81),收入四分位数相似(p = 0.58),保险类型相似(p = 0.70),虚弱率相似(p = 0.85),ECI 评分评估的合并疾病负担相似(p = 0.73)。出血率(p = 0.1)、肺栓塞率(p = 0.32)或感染率(p = 0.16)均无明显差异。然而,肿瘤患者队列中的深静脉血栓形成率(3.4% vs < 3.15%,p = 0.045)、非正常出院率(26.6% vs 16.4%,p = 0.04)和1年再入院率(32.5% vs 18.6%,p = 0.006)较高。一年的死亡率相似(肿瘤:3.4% vs 癫痫:< 3.15%,p = 0.08):结论:接受 LITT 治疗的癫痫患者和脑肿瘤患者的术后并发症和 1 年死亡率相似,但肿瘤患者的深静脉血栓形成率、非正常出院率和 1 年再入院率更高。
{"title":"Indication-based analysis of laser interstitial thermal therapy: a propensity score-matched comparison of outcomes for brain tumor versus epilepsy indications.","authors":"Andrew M Miller, Shane Shahrestani, Michelot Michel, John S Yu, Adam Mamelak","doi":"10.3171/2024.8.FOCUS24441","DOIUrl":"10.3171/2024.8.FOCUS24441","url":null,"abstract":"<p><strong>Objective: </strong>Laser interstitial thermal therapy (LITT) is a minimally invasive procedure used to ablate abnormal tissue in a targeted fashion. It is most commonly used to treat epileptic foci, brain tumors, and radiation necrosis. This study aimed to compare immediate postoperative outcomes between these indications.</p><p><strong>Methods: </strong>This study analyzed clinical data from the Nationwide Readmissions Database (NRD) from 2016 to 2019 and identified 2234 patients who underwent LITT procedures using ICD-10 codes. The authors analyzed patient demographics, complications, discharge disposition, readmission rates, and mortality. Following propensity score matching, 317 patients treated for epilepsy and 323 patients treated for brain tumors were compared.</p><p><strong>Results: </strong>The mean ages were similar (epilepsy: 45.7 vs tumor: 49.0 years, p = 0.55), as were the proportions of female patients (epilepsy: 45.4% vs tumor: 52.9%, p = 0.83), all-payer costs (p = 0.81), income quartiles (p = 0.58), insurance types (p = 0.70), frailty rates (p = 0.85), and comorbid disease burdens as assessed by ECI score (p = 0.73). No significant differences were observed in rates of hemorrhage (p = 0.1), pulmonary embolism (p = 0.32), or infection (p = 0.16). However, the tumor cohort had higher rates of deep vein thrombosis (3.4% vs < 3.15%, p = 0.045), nonroutine discharge (26.6% vs 16.4%, p = 0.04), and 1-year hospital readmission (32.5% vs 18.6%, p = 0.006). One-year mortality rates were similar (tumor: 3.4% vs epilepsy: < 3.15%, p = 0.08).</p><p><strong>Conclusions: </strong>While postoperative complications and 1-year mortality rates were similar among patients undergoing LITT for epilepsy and brain tumors, the tumor cohort experienced higher rates of deep vein thrombosis, nonroutine discharge, and 1-year hospital readmission.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 5","pages":"E8"},"PeriodicalIF":3.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142562496","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 : 2024-11-01DOI: 10.3171/2024.8.FOCUS24460
Bradley Wilhelmy, Riccardo Serra, Chixiang Chen, Mark Mishra, Dario Rodrigues, Neeraj Badjatia, Melissa Motta, Alexander Ksendzovsky, Graeme F Woodworth
Objective: Laser interstitial thermal therapy (LITT) is an emerging tool for treating a variety of focal brain lesions, including recurrent high-grade glioma (HGG). While the efficacy and uses of LITT have been well studied, the impact of this treatment on patient functional outcomes has not been analyzed in detail. This study sought to better define the role of LITT in treating patients with recurrent HGG, examining which patients exhibit good functional outcomes after LITT, and to determine risk factors for worsening neurological function.
Methods: The medical records of patients treated with LITT for recurrent HGG at a single tertiary care center were retrospectively reviewed. Functional status was assessed using the Karnofsky Performance Scale (KPS). Demographic, clinical, and radiological data were examined for associations with change in KPS score assessed 4-6 weeks following surgery.
Results: Forty-seven patients were included in the study with histopathologically confirmed recurrent HGG. The mean age was 57 years, and 21 (45%) patients were female. The pre-LITT KPS scores were as follows: 100 in 4 (9%) patients, 90 in 15 (32%) patients, 80 in 10 (21%) patients, 70 in 13 (28%) patients, and 60 in 5 (11%) patients. Overall, 59% of patients showed a stable or improved KPS score after undergoing LITT. Tumor volume was the sole predictor of decreased KPS score after LITT. Notably, tumor location including eloquent location, preoperative KPS score, and other comorbidities were not independently associated with change in functional status.
Conclusions: The majority of patients undergoing LITT for recurrent HGG had a favorable functional outcome at the initial follow-up visit. The treated tumor volume was inversely and independently associated with post-LITT functional outcome. This information may help guide patient selection and treatment optimization in the setting of LITT-based approaches for recurrent HGG.
{"title":"An analysis of functional outcomes following laser interstitial thermal therapy for recurrent high-grade glioma.","authors":"Bradley Wilhelmy, Riccardo Serra, Chixiang Chen, Mark Mishra, Dario Rodrigues, Neeraj Badjatia, Melissa Motta, Alexander Ksendzovsky, Graeme F Woodworth","doi":"10.3171/2024.8.FOCUS24460","DOIUrl":"10.3171/2024.8.FOCUS24460","url":null,"abstract":"<p><strong>Objective: </strong>Laser interstitial thermal therapy (LITT) is an emerging tool for treating a variety of focal brain lesions, including recurrent high-grade glioma (HGG). While the efficacy and uses of LITT have been well studied, the impact of this treatment on patient functional outcomes has not been analyzed in detail. This study sought to better define the role of LITT in treating patients with recurrent HGG, examining which patients exhibit good functional outcomes after LITT, and to determine risk factors for worsening neurological function.</p><p><strong>Methods: </strong>The medical records of patients treated with LITT for recurrent HGG at a single tertiary care center were retrospectively reviewed. Functional status was assessed using the Karnofsky Performance Scale (KPS). Demographic, clinical, and radiological data were examined for associations with change in KPS score assessed 4-6 weeks following surgery.</p><p><strong>Results: </strong>Forty-seven patients were included in the study with histopathologically confirmed recurrent HGG. The mean age was 57 years, and 21 (45%) patients were female. The pre-LITT KPS scores were as follows: 100 in 4 (9%) patients, 90 in 15 (32%) patients, 80 in 10 (21%) patients, 70 in 13 (28%) patients, and 60 in 5 (11%) patients. Overall, 59% of patients showed a stable or improved KPS score after undergoing LITT. Tumor volume was the sole predictor of decreased KPS score after LITT. Notably, tumor location including eloquent location, preoperative KPS score, and other comorbidities were not independently associated with change in functional status.</p><p><strong>Conclusions: </strong>The majority of patients undergoing LITT for recurrent HGG had a favorable functional outcome at the initial follow-up visit. The treated tumor volume was inversely and independently associated with post-LITT functional outcome. This information may help guide patient selection and treatment optimization in the setting of LITT-based approaches for recurrent HGG.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 5","pages":"E4"},"PeriodicalIF":3.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142562486","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 : 2024-11-01DOI: 10.3171/2024.9.FOCUS23741
Robert J Bollo, Winson S Ho, Ido Strauss, Sherise D Ferguson, Sarah T Menacho
{"title":"Introduction. Calibrating the utility of laser interstitial thermal therapy in neurosurgery: a once-novel surgical treatment finds it place in the armamentarium.","authors":"Robert J Bollo, Winson S Ho, Ido Strauss, Sherise D Ferguson, Sarah T Menacho","doi":"10.3171/2024.9.FOCUS23741","DOIUrl":"https://doi.org/10.3171/2024.9.FOCUS23741","url":null,"abstract":"","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 5","pages":"E1"},"PeriodicalIF":3.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142562500","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 : 2024-11-01DOI: 10.3171/2024.8.FOCUS24434
Cameron A Rivera, Shovan Bhatia, Venkat Uppalapati, Chandler N Berke, Martin A Merenzon, Lekhaj C Daggubati, Adam S Levy, Ashish H Shah, Ricardo J Komotar, Michael E Ivan
Objective: Maximizing safe resection in neuro-oncology has become paramount to improving patient survival and outcomes. Laser interstitial thermal therapy (LITT) offers similar survival benefits to traditional resection, alongside shorter hospital stays and faster recovery times. The extent of ablation (EOA) achieved using LITT is linked to patient outcomes, with greater EOA correlating with improved outcomes. However, the preoperative predictors for achieving supramaximal ablation (EOA ≥ 100%) are not well understood. By leveraging machine learning (ML) techniques, this study aimed to identify these predictors to enhance patient selection and therefore outcomes. The objective was to explore preoperative predictors for supramaximal EOA using ML in patients with glioblastoma.
Methods: A retrospective study was conducted on the medical records of 254 patients undergoing LITT from 2013 to 2023 at a single tertiary center. Cohort criteria included age ≥ 18 years, diagnosis of glioblastoma, single-trajectory ablation, and a complete dataset. The study assessed preoperative clinical and radiographic factors, using EOA ≥ 100% as the endpoint. Five ML models were used: logistic regression, random forest (RF), gradient boosting, Gaussian naive Bayes, and support vector machine. Training and testing cohorts were subsequently assessed across ML models with fivefold cross-validation. Models were optimized using hyperparameter tuning. Performance was primarily quantified using the area under the curve (AUC) of the receiver operating characteristic curve.
Results: The final cohort consisted of 72 patients. Among the ML models, RF achieved the highest AUC (mean ± SD 0.94 ± 0.06). The leading models identified that lower preoperative volume, history of prior radiation therapy, history of prior craniotomy, preoperative neurological deficits, history of preoperative seizures, and distance from intracranial heat sinks were predictive of successful ablations in patients. Additionally, RF had the best mean metrics: accuracy 0.88, precision 0.87, specificity 0.87, and sensitivity 0.89.
Conclusions: This is the first study to investigate the role of ML for optimizing ablation volumes in LITT. These ML models suggest that low preoperative volumes, previous craniotomy, previous radiation therapy, no previous neurological deficits, larger catheter-heat sink distance, and the presence of preoperative seizures are important prognostic factors for predicting successful supramaximal ablations with LITT.
目的:在神经肿瘤学中,最大限度地安全切除已成为提高患者生存率和治疗效果的关键。激光间质热疗(LITT)与传统切除术具有相似的生存优势,同时还能缩短住院时间,加快康复速度。激光间质热疗的消融范围(EOA)与患者的预后有关,EOA越大,预后越好。然而,实现超大消融(EOA ≥ 100%)的术前预测因素并不十分清楚。通过利用机器学习(ML)技术,本研究旨在确定这些预测因素,以加强患者选择,从而提高疗效。目的是利用ML探索胶质母细胞瘤患者术前超大EOA的预测因素:一项回顾性研究针对 2013 年至 2023 年在一家三级中心接受 LITT 治疗的 254 名患者的病历进行了分析。队列标准包括年龄≥18岁、胶质母细胞瘤诊断、单轨迹消融和完整的数据集。研究以EOA≥100%为终点,评估了术前临床和影像学因素。研究使用了五种 ML 模型:逻辑回归、随机森林 (RF)、梯度提升、高斯天真贝叶斯和支持向量机。随后,通过五倍交叉验证对各 ML 模型的训练组群和测试组群进行了评估。使用超参数调整对模型进行了优化。主要使用接收者操作特征曲线的曲线下面积(AUC)对性能进行量化:最终队列由 72 名患者组成。在 ML 模型中,RF 的 AUC 最高(平均值 ± SD 0.94 ± 0.06)。主要模型发现,较低的术前体积、既往放射治疗史、既往开颅手术史、术前神经功能缺损、术前癫痫发作史以及与颅内散热片的距离是患者成功消融的预测因素。此外,射频技术的平均指标最好:准确度为 0.88,精确度为 0.87,特异性为 0.87,灵敏度为 0.89:这是第一项研究 LITT 患者消融量优化的 ML 作用的研究。这些 ML 模型表明,低术前容量、既往开颅手术、既往放射治疗、既往无神经功能缺损、导管-散热片距离较大以及术前癫痫发作是预测 LITT 超大消融成功的重要预后因素。
{"title":"Leveraging machine learning for preoperative prediction of supramaximal ablation in laser interstitial thermal therapy for brain tumors.","authors":"Cameron A Rivera, Shovan Bhatia, Venkat Uppalapati, Chandler N Berke, Martin A Merenzon, Lekhaj C Daggubati, Adam S Levy, Ashish H Shah, Ricardo J Komotar, Michael E Ivan","doi":"10.3171/2024.8.FOCUS24434","DOIUrl":"10.3171/2024.8.FOCUS24434","url":null,"abstract":"<p><strong>Objective: </strong>Maximizing safe resection in neuro-oncology has become paramount to improving patient survival and outcomes. Laser interstitial thermal therapy (LITT) offers similar survival benefits to traditional resection, alongside shorter hospital stays and faster recovery times. The extent of ablation (EOA) achieved using LITT is linked to patient outcomes, with greater EOA correlating with improved outcomes. However, the preoperative predictors for achieving supramaximal ablation (EOA ≥ 100%) are not well understood. By leveraging machine learning (ML) techniques, this study aimed to identify these predictors to enhance patient selection and therefore outcomes. The objective was to explore preoperative predictors for supramaximal EOA using ML in patients with glioblastoma.</p><p><strong>Methods: </strong>A retrospective study was conducted on the medical records of 254 patients undergoing LITT from 2013 to 2023 at a single tertiary center. Cohort criteria included age ≥ 18 years, diagnosis of glioblastoma, single-trajectory ablation, and a complete dataset. The study assessed preoperative clinical and radiographic factors, using EOA ≥ 100% as the endpoint. Five ML models were used: logistic regression, random forest (RF), gradient boosting, Gaussian naive Bayes, and support vector machine. Training and testing cohorts were subsequently assessed across ML models with fivefold cross-validation. Models were optimized using hyperparameter tuning. Performance was primarily quantified using the area under the curve (AUC) of the receiver operating characteristic curve.</p><p><strong>Results: </strong>The final cohort consisted of 72 patients. Among the ML models, RF achieved the highest AUC (mean ± SD 0.94 ± 0.06). The leading models identified that lower preoperative volume, history of prior radiation therapy, history of prior craniotomy, preoperative neurological deficits, history of preoperative seizures, and distance from intracranial heat sinks were predictive of successful ablations in patients. Additionally, RF had the best mean metrics: accuracy 0.88, precision 0.87, specificity 0.87, and sensitivity 0.89.</p><p><strong>Conclusions: </strong>This is the first study to investigate the role of ML for optimizing ablation volumes in LITT. These ML models suggest that low preoperative volumes, previous craniotomy, previous radiation therapy, no previous neurological deficits, larger catheter-heat sink distance, and the presence of preoperative seizures are important prognostic factors for predicting successful supramaximal ablations with LITT.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 5","pages":"E6"},"PeriodicalIF":3.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142562468","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 : 2024-11-01DOI: 10.3171/2024.8.FOCUS24457
Adham M Khalafallah, Khushi H Shah, Maxon V Knott, Chandler N Berke, Ashish H Shah, Ricardo J Komotar, Michael E Ivan
Objective: Laser interstitial thermal therapy (LITT) has emerged as an alternative for treating glioblastoma (GBM) in patients deemed unsuitable for resection due to deep-seated or eloquent location, age, or comorbidities. However, its safety and efficacy in large-volume, deep-seated, newly diagnosed GBM (nGBM) tumors remain insufficiently studied. Therefore, the authors aimed to assess the outcomes of LITT in the treatment of deep-seated, large-volume nGBM.
Methods: A retrospective analysis of patients with nGBM who underwent LITT between February 2013 and August 2023 was conducted. Patients with deep-seated tumor volume ≥ 10 cm3 treated with LITT were compared to patients with deep-seated tumor volume < 10 cm3. Demographic, perioperative, and follow-up data were collected and compared among both groups. Kaplan-Meier survival analysis and Cox proportional hazards regression were performed to evaluate the impact of various clinical and treatment-related factors on patient survival.
Results: A total of 33 patients in the study group (mean ± SD age 65.7 ± 10.2 years, 58% male) with mean tumor volume 36.0 ± 21.6 cm3 were compared to 23 controls (mean age 67.0 ± 12.5 years, 61% male) with mean tumor volume 5.2 ± 2.7 cm3. There were no significant differences in hospital length of stay (p = 0.494), temporary neurological deficits and edema within 30 days (p = 0.705 and p > 0.999, respectively), 30-day readmissions (p = 0.139), < 30-day complications (p = 0.918), complications between 30 days and 3 months (p = 0.903), and new motor and speech deficits within 3 months (p = 0.883 and p > 0.999, respectively) between the study and control groups. Kaplan-Meier analysis did not reveal any statistically significant difference in overall survival (OS) between groups (p = 0.227). Multivariate analysis indicated that tumor volume did not significantly affect the hazard ratio for individuals undergoing LITT (HR 1.16, 95% CI 0.83-3.29, p = 0.150).
Conclusions: This pilot study suggests that LITT is safe for treating patients with large-volume, deep-seated nGBM compared to those with small-volume tumor. Although there appears to be improved OS in patients with smaller lesions with greater EOA, significance was not achieved in this cohort.
{"title":"Evaluating laser interstitial thermal therapy for newly diagnosed, deep-seated, large-volume glioblastoma: survival and outcome analysis.","authors":"Adham M Khalafallah, Khushi H Shah, Maxon V Knott, Chandler N Berke, Ashish H Shah, Ricardo J Komotar, Michael E Ivan","doi":"10.3171/2024.8.FOCUS24457","DOIUrl":"10.3171/2024.8.FOCUS24457","url":null,"abstract":"<p><strong>Objective: </strong>Laser interstitial thermal therapy (LITT) has emerged as an alternative for treating glioblastoma (GBM) in patients deemed unsuitable for resection due to deep-seated or eloquent location, age, or comorbidities. However, its safety and efficacy in large-volume, deep-seated, newly diagnosed GBM (nGBM) tumors remain insufficiently studied. Therefore, the authors aimed to assess the outcomes of LITT in the treatment of deep-seated, large-volume nGBM.</p><p><strong>Methods: </strong>A retrospective analysis of patients with nGBM who underwent LITT between February 2013 and August 2023 was conducted. Patients with deep-seated tumor volume ≥ 10 cm3 treated with LITT were compared to patients with deep-seated tumor volume < 10 cm3. Demographic, perioperative, and follow-up data were collected and compared among both groups. Kaplan-Meier survival analysis and Cox proportional hazards regression were performed to evaluate the impact of various clinical and treatment-related factors on patient survival.</p><p><strong>Results: </strong>A total of 33 patients in the study group (mean ± SD age 65.7 ± 10.2 years, 58% male) with mean tumor volume 36.0 ± 21.6 cm3 were compared to 23 controls (mean age 67.0 ± 12.5 years, 61% male) with mean tumor volume 5.2 ± 2.7 cm3. There were no significant differences in hospital length of stay (p = 0.494), temporary neurological deficits and edema within 30 days (p = 0.705 and p > 0.999, respectively), 30-day readmissions (p = 0.139), < 30-day complications (p = 0.918), complications between 30 days and 3 months (p = 0.903), and new motor and speech deficits within 3 months (p = 0.883 and p > 0.999, respectively) between the study and control groups. Kaplan-Meier analysis did not reveal any statistically significant difference in overall survival (OS) between groups (p = 0.227). Multivariate analysis indicated that tumor volume did not significantly affect the hazard ratio for individuals undergoing LITT (HR 1.16, 95% CI 0.83-3.29, p = 0.150).</p><p><strong>Conclusions: </strong>This pilot study suggests that LITT is safe for treating patients with large-volume, deep-seated nGBM compared to those with small-volume tumor. Although there appears to be improved OS in patients with smaller lesions with greater EOA, significance was not achieved in this cohort.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"57 5","pages":"E3"},"PeriodicalIF":3.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142562493","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}