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Risk of new tumor, carotid stenosis, and stroke after Stereotactic Radiosurgery for Pituitary Tumor: A multicenter study of 2254 patients with imaging follow-up

Dumot, Chloe; Mantziaris, Georgios; Dayawansa, Sam; Brantley, Carson; Lee, Cheng-Chia; Yang, Huai-Che; Peker, Selcuk; Samanci, Yavuz; Mathieu, David; Tourigny, Jean-Nicolas; Moreno, Nuria Martinez; Alvarez, Roberto Martinez; Chytka, Thomas; Liscak, Roman; Speckter, Herwin; Lazo, Erwin; Brito, Anderson; Picozzi, Piero; Franzini, Andrea; Alzate, Juan; Mashiach, Elad; Bernstein, Kenneth; Kondziolka, Douglas; Tripathi, Manjul; Bowden, Greg N; Warnick, Ronald E; Sheehan, Darrah; Sheehan, Kimball; Fuentes, Angelica; Jane, John A; Lee Vance, Mary; Sheehan, Jason P
BACKGROUND:Higher risk of secondary brain tumor, carotid stenosis and stroke has been reported after conventional sella irradiation for pituitary neuroendocrine tumors (PitNET). Stereotactic radiosurgery (SRS), which is a more focused approach, is now increasingly used instead. The aim was to assess the risk of secondary brain tumor, carotid stenosis/occlusion and stroke after SRS. METHODS:In this multicentric retrospective study, 2,254 patients with PitNET were studied, 1,377 in the exposed group and 877 in the control group. RESULTS:There were 9,840.1 patient-years at risk for the SRS and 5,266.5 for the control group. The 15-year cumulative probability of secondary intracranial tumor was 2.3% (95%CI:0.5%, 4.1%) for SRS and 3.7% (95%CI:0%, 8.7%) for the control group (p=0.6), with an incidence rate of 1.32 per 1,000 and 0.95 per 1,000, respectively. SRS was not associated with increased risk of tumorigenesis when stratified by age (HR: 1.59 [95%CI: 0.57, 4.47], p=0.38). The 15-year probability of new carotid stenosis/occlusion was 0.9% (95%CI: 0.2, 1.6) in the SRS and 2% (95%CI: 0, 4.4) in the control group (p=0.8). The 15-year probability of stroke was 2.6% (95%CI: 0.6%, 4.6%) in the SRS and 11.1% (95%CI: 6%, 15.9%) in the control group (p<0.001). In cox multivariate analysis stratified by age, SRS (HR 1.85[95%CI:0.64, 5.35], p=0.26) was not associated with risk of new stroke. CONCLUSION/CONCLUSIONS:No increased risk of long-term secondary brain tumor, new stenosis or occlusion and stroke was demonstrated in SRS group compared to control in this study with imaging surveillance.
PMID: 39028740
ISSN: 1523-5866
CID: 5732072

Longitudinal deep neural networks for assessing metastatic brain cancer on a large open benchmark

Link, Katherine E; Schnurman, Zane; Liu, Chris; Kwon, Young Joon Fred; Jiang, Lavender Yao; Nasir-Moin, Mustafa; Neifert, Sean; Alzate, Juan Diego; Bernstein, Kenneth; Qu, Tanxia; Chen, Viola; Yang, Eunice; Golfinos, John G; Orringer, Daniel; Kondziolka, Douglas; Oermann, Eric Karl
The detection and tracking of metastatic cancer over the lifetime of a patient remains a major challenge in clinical trials and real-world care. Advances in deep learning combined with massive datasets may enable the development of tools that can address this challenge. We present NYUMets-Brain, the world's largest, longitudinal, real-world dataset of cancer consisting of the imaging, clinical follow-up, and medical management of 1,429 patients. Using this dataset we developed Segmentation-Through-Time, a deep neural network which explicitly utilizes the longitudinal structure of the data and obtained state-of-the-art results at small (<10 mm3) metastases detection and segmentation. We also demonstrate that the monthly rate of change of brain metastases over time are strongly predictive of overall survival (HR 1.27, 95%CI 1.18-1.38). We are releasing the dataset, codebase, and model weights for other cancer researchers to build upon these results and to serve as a public benchmark.
PMCID:11408643
PMID: 39289405
ISSN: 2041-1723
CID: 5720652

Comparison of Repeat Versus Initial Stereotactic Radiosurgery for Intracranial Arteriovenous Malformations: A Retrospective Multicenter Matched Cohort Study

Orrego Gonzalez, Eduardo; Mantziaris, Georgios; Shaaban, Ahmed; Starke, Robert M; Ding, Dale; Lee, John Y K; Mathieu, David; Kondziolka, Douglas; Feliciano, Caleb; Grills, Inga S; Barnett, Gene H; Lunsford, L Dade; Liščák, Roman; Lee, Cheng-Chia; Martinez Álvarez, Roberto; Peker, Selcuk; Samanci, Yavuz; Cockroft, Kevin M; Tripathi, Manjul; Palmer, Joshua D; Zada, Gabriel; Cifarelli, Christopher P; Nabeel, Ahmed M; Pikis, Stylianos; Sheehan, Jason P
BACKGROUND AND OBJECTIVES/OBJECTIVE:Studies comparing neurological and radiographic outcomes of repeat to initial stereotactic radiosurgery (SRS) intracranial arteriovenous malformations are scarce. Our aim was to perform a retrospective matched comparison of patients initially treated with SRS with those undergoing a second radiosurgical procedure. METHODS:We collected data from arteriovenous malformations managed in 21 centers that underwent initial and repeated radiosurgery from 1987 to 2022. Based on arteriovenous malformations volume, margin dose, deep venous drainage, deep, and critical location, we matched 1:1 patients who underwent an initial SRS for treatment-naive arteriovenous malformations and a group with repeated SRS treatment. RESULTS:After the selection process, our sample consisted of 328 patients in each group. Obliteration in the initial SRs group was 35.8% at 3 and 56.7% at 5 years post-SRS, while the repeat SRS group showed obliteration rates of 33.9% at 3 years and 58.6% at 5 years, without statistically significant differences (P = .75 and P = .88, respectively). There were no statistically significant differences between the 2 groups for obliteration rates (hazard ratio = 0.93; 95% CI, 0.77-1.13; P = .5), overall radiation-induced changes (RIC) (OR = 1.1; 95% CI, 0.75-1.6; P = .6), symptomatic RIC (OR = 0.78; 95% CI, 0.4-1.5; P = .4), and post-SRS hemorrhage (OR = 0.68; 95% CI; P = .3). CONCLUSION/CONCLUSIONS:In matched cohort analysis, a second SRS provides comparable outcomes in obliteration and RIC compared with the initial SRS. Dose reduction on repeat SRS may not be warranted.
PMID: 39283113
ISSN: 1524-4040
CID: 5719972

Characterizing Hearing Outcomes Following Treatment of Cerebellopontine Angle Meningiomas

Papazian, Michael; Cottrell, Justin; Pan, Lydia; Kay-Rivest, Emily; Friedmann, David R.; Jethanamest, Daniel; Kondziolka, Douglas; Pacione, Donato; Sen, Chandranath; Golfinos, John G.; Roland, J. Thomas; McMenomey, Sean O.
Objectives To characterize treatment and hearing outcomes for cerebellopontine angle (CPA) meningiomas with inherent risks of hearing loss and identify predictors of hearing loss for surgically treated lesions. Design Retrospective chart review. Setting Tertiary care medical center. Participants Adult patients with CPA meningiomas impinging upon cranial nerve VIII and/or pretreatment hearing loss managed with microsurgery or stereotactic radiosurgery (SRS) with Gamma Knife at our center between 2012 and 2023. Main Outcome Measures Hearing preservation rate was determined from analysis of patients with pretreatment serviceable hearing for whom hearing-preserving treatment was attempted. Surgical patients were further analyzed using multivariable Cox proportional hazards regression models to identify factors predictive of postoperative hearing loss. Results We identified 80 patients with CPA meningiomas meeting inclusion criteria who were managed with either microsurgery (43, 54%) or radiosurgery (37, 46%). Following SRS, hearing was preserved in 88% of cases. Following microsurgery, hearing was preserved in 71% of patients-all patients who lost hearing had tumors involving the internal auditory canal (IAC). Among surgical patients only, multivariable analysis accounting for preoperative hearing, recurrence status, lesion size, and patient age, the preoperative imaging finding that the CPA meningioma surrounded the vestibulocochlear nerve was significantly associated with hearing loss (hazard ratio: 10.3, 95% confidence interval: 1.3-81.4, p = 0.02). Conclusion Most patients with meningiomas of the CPA can experience preservation of hearing, even when there is risk of hearing loss based on pretreatment evaluation. IAC invasion and surrounding of eighth nerve by tumor may portend poorer hearing outcomes in surgically managed patients.
SCOPUS:85204132363
ISSN: 2193-6331
CID: 5716162

Concussions in ice hockey: mixed methods study including assessment of concussions on games missed and cap hit among National Hockey League players, systematic review, and concussion protocol analysis

Shlobin, Nathan A; Goel, Keshav; Chen, Jia-Shu; Kondziolka, Douglas
OBJECTIVE:Concussions can occur at any level of ice hockey. Incidence estimates of concussions in ice hockey vary, and optimal prevention strategies and return-to-play (RTP) considerations have remained in evolution. The authors performed a mixed-methods study with the aim of elucidating the landscape of concussion in ice hockey and catalyzing initiatives to standardize preventative mechanisms and RTP considerations. METHODS:The authors performed a five-part mixed-methods study that includes: 1) an analysis of the impact of concussions on games missed and income for National Hockey League (NHL) players using a publicly available database, 2) a systematic review of the incidence of concussion in ice hockey, 3) a systematic review of preventative strategies, 4) a systematic review of RTP, and 5) a policy review of documents from major governing bodies related to concussions in sports with a focus on ice hockey. The PubMed, Embase, and Scopus databases were used for the systematic reviews and focused on any level of hockey. RESULTS:In the NHL, 689 players had 1054 concussions from the 2000-2001 to 2022-2023 seasons. A concussion led to a mean of 13.77 ± 19.23 (range 1-82) games missed during the same season. After cap hit per game data became available in 2008-2009, players missed 10,024 games due to 668 concussions (mean 15.13 ± 3.81 per concussion, range 8.81-22.60 per concussion), with a cap hit per game missed of $35,880.85 ± $25,010.48 (range $5792.68-$134,146.30). The total cap hit of all missed games was $385,960,790.00, equating to $577,635.91 per concussion and $25,724,052.70 per NHL season. On systematic review, the incidence of concussions was 0.54-1.18 per 1000 athlete-exposures. Prevention mechanisms involved education, behavioral and cognitive interventions, protective equipment, biomechanical studies, and policy/rule changes. Rules prohibiting body checking in youth players were most effective. Determination of RTP was variable. Concussion protocols from both North American governing bodies and two leagues mandated that a player suspected of having a concussion be removed from play and undergo a six-step RTP strategy. The 6th International Conference on Concussion in Sport recommended the use of mouthguards for children and adolescents and disallowing body checking for all children and most levels of adolescents. CONCLUSIONS:Concussions in ice hockey lead to substantial missed time from play. The authors strongly encourage all hockey leagues to adopt and adhere to age-appropriate rules to limit hits to the head, increase compliance in wearing protective equipment, and utilize high-quality concussion protocols.
PMID: 38950440
ISSN: 1092-0684
CID: 5698232

Stereotactic radiosurgery for haemorrhagic cerebral cavernous malformation: a multi-institutional, retrospective study

Dumot, Chloe; Mantziaris, Georgios; Dayawansa, Sam; Xu, Zhiyuan; Pikis, Stylianos; Peker, Selcuk; Samanci, Yavuz; Ardor, Gokce D; Nabeel, Ahmed M; Reda, Wael A; Tawadros, Sameh R; Abdelkarim, Khaled; El-Shehaby, Amr M N; Emad Eldin, Reem M; Elazzazi, Ahmed H; Moreno, Nuria Martínez; Martínez Álvarez, Roberto; Liscak, Roman; May, Jaromir; Mathieu, David; Tourigny, Jean-Nicolas; Tripathi, Manjul; Rajput, Akshay; Kumar, Narendra; Kaur, Rupinder; Picozzi, Piero; Franzini, Andrea; Speckter, Herwin; Hernandez, Wenceslao; Brito, Anderson; Warnick, Ronald E; Alzate, Juan; Kondziolka, Douglas; Bowden, Greg N; Patel, Samir; Sheehan, Jason
BACKGROUND:Cerebral cavernous malformations (CCMs) frequently manifest with haemorrhages. Stereotactic radiosurgery (SRS) has been employed for CCM not suitable for resection. Its effect on reducing haemorrhage risk is still controversial. The aim of this study was to expand on the safety and efficacy of SRS for haemorrhagic CCM. METHODS:This retrospective multicentric study included CCM with at least one haemorrhage treated with single-session SRS. The annual haemorrhagic rate (AHR) was calculated before and after SRS. Recurrent event analysis and Cox regression were used to evaluate factors associated with haemorrhage. Adverse radiation effects (AREs) and occurrence of new neurological deficits were recorded. RESULTS:The study included 381 patients (median age: 37.5 years (Q1-Q3: 25.8-51.9) with 414 CCMs. The AHR from diagnosis to SRS excluding the first haemorrhage was 11.08 per 100 CCM-years and was reduced to 2.7 per 100 CCM-years after treatment. In recurrent event analysis, SRS, HR 0.27 (95% CI 0.17 to 0.44), p<0.0001 was associated with a decreased risk of haemorrhage, and the presence of developmental venous anomaly (DVA) with an increased risk, HR 1.60 (95% CI 1.07 to 2.40), p=0.022. The cumulative risk of first haemorrhage after SRS was 9.4% (95% CI 6% to 12.6%) at 5 years and 15.6% (95% CI% 9 to 21.8%) at 10 years. Margin doses> 13 Gy, HR 2.27 (95% CI 1.20 to 4.32), p=0.012 and the presence of DVA, HR 2.08 (95% CI 1.00 to 4.31), p=0.049 were factors associated with higher probability of post-SRS haemorrhage. Post-SRS haemorrhage was symptomatic in 22 out of 381 (5.8%) patients, presenting with transient (15/381) or permanent (7/381) neurological deficit. ARE occurred in 11.1% (46/414) CCM and was responsible for transient neurological deficit in 3.9% (15/381) of the patients and permanent deficit in 1.1% (4/381) of the patients. Margin doses >13 Gy and CCM volume >0.7 cc were associated with increased risk of ARE. CONCLUSION/CONCLUSIONS:Single-session SRS for haemorrhagic CCM is associated with a decrease in haemorrhage rate. Margin doses ≤13 Gy seem advisable.
PMID: 37586775
ISSN: 2059-8696
CID: 5671382

Vestibular Schwannoma International Study of Active Surveillance Versus Stereotactic Radiosurgery: The VISAS Study

Bin-Alamer, Othman; Abou-Al-Shaar, Hussam; Peker, Selcuk; Samanci, Yavuz; Pelcher, Isabelle; Begley, Sabrina; Goenka, Anuj; Schulder, Michael; Tourigny, Jean-Nicolas; Mathieu, David; Hamel, Andréanne; Briggs, Robert G; Yu, Cheng; Zada, Gabriel; Giannotta, Steven L; Speckter, Herwin; Palque, Sarai; Tripathi, Manjul; Kumar, Saurabh; Kaur, Rupinder; Kumar, Narendra; Rogowski, Brandon; Shepard, Matthew J; Johnson, Bryan A; Trifiletti, Daniel M; Warnick, Ronald E; Dayawansa, Samantha; Mashiach, Elad; Vasconcellos, Fernando De Nigris; Bernstein, Kenneth; Schnurman, Zane; Alzate, Juan; Kondziolka, Douglas; Sheehan, Jason P
PURPOSE/OBJECTIVE:The present study assesses the safety and efficacy of stereotactic radiosurgery (SRS) versus observation for Koos grade 1 and 2 vestibular schwannoma (VS), benign tumors affecting hearing and neurological function. METHODS AND MATERIALS/METHODS:This multicenter study analyzed data from Koos grade 1 and 2 VS patients managed with SRS (SRS group) or observation (observation group). Propensity score matching balanced patient demographics, tumor volume, and audiometry. Outcomes measured were tumor control, serviceable hearing preservation, and neurological outcomes. RESULTS:In 125 matched patients in each group with a 36-month median follow-up (P = .49), SRS yielded superior 5- and 10-year tumor control rates (99% CI, 97.1%-100%, and 91.9% CI, 79.4%-100%) versus observation (45.8% CI, 36.8%-57.2%, and 22% CI, 13.2%-36.7%; P < .001). Serviceable hearing preservation rates at 5 and 9 years were comparable (SRS 60.4% CI, 49.9%-73%, vs observation 51.4% CI, 41.3%-63.9%, and SRS 27% CI, 14.5%-50.5%, vs observation 30% CI, 17.2%-52.2%; P = .53). SRS were associated with lower odds of tinnitus (OR = 0.39, P = .01), vestibular dysfunction (OR = 0.11, P = .004), and any cranial nerve palsy (OR = 0.36, P = .003), with no change in cranial nerves 5 or 7 (P > .05). Composite endpoints of tumor progression and/or any of the previous outcomes showed significant lower odds associated with SRS compared with observation alone (P < .001). CONCLUSIONS:SRS management in matched cohorts of Koos grade 1 and 2 VS patients demonstrated superior tumor control, comparable hearing preservation rates, and significantly lower odds of experiencing neurological deficits. These findings delineate the safety and efficacy of SRS in the management of this patient population.
PMID: 38588868
ISSN: 1879-355x
CID: 5657262

Repeat Radiosurgery for Sporadic Vestibular Schwannoma After Primary Radiosurgical Failure: An International Multi-institutional Investigation

Khandalavala, Karl R; Herberg, Hans A; Kay-Rivest, Emily; Moore, Lindsay S; Yancey, Kristen L; Marinelli, John P; Lund-Johansen, Morten; Kosaraju, Nikitha; Lohse, Christine M; Kutz, Walter; Santa Maria, Peter L; Golfinos, John G; Kondziolka, Douglas; Carlson, Matthew L; Tveiten, Øystein V; Link, Michael J
OBJECTIVE:To describe outcomes of patients with sporadic vestibular schwannoma (VS) who underwent repeat stereotactic radiosurgery (SRS) after primary SRS failure. STUDY DESIGN/METHODS:Multi-institutional historical cohort study. SETTING/METHODS:Five tertiary care referral centers. PATIENTS/METHODS:Adults ≥18 years old with sporadic VS. INTERVENTION/METHODS:Primary and repeat treatment with SRS. MAIN OUTCOME MEASURE/METHODS:Microsurgery-free survival after repeat SRS. RESULTS:Across institutions, 32 patients underwent repeat SRS after primary SRS. Most patients (74%) had tumors with cerebellopontine angle extension at primary SRS (median size, 13.5 mm [interquartile range, 7.5-18.8] mm). After primary SRS, patients underwent repeat SRS at a median of 4.8 years (interquartile range, 3.2-5.7 yr). For treatment modality, 30 (94%) patients received gamma knife for primary treatment and 31 (97%) patients received gamma knife as their repeat treatment. Median tumor volume increased from 0.970 cm3 at primary SRS to 2.200 cm3 at repeat SRS. Facial nerve function worsened in two patients after primary SRS and in two patients after repeat SRS. There were no instances of intracranial complications after repeat SRS. Microsurgery-free survival rates (95% confidence interval; number still at risk) at 1, 3, and 5 years after repeat SRS were 97% (90-100%, 24), 84% (71-100%, 13), and 68% (48-96%, 6), respectively. There was one occurrence of malignancy diagnosed after repeat radiosurgery. CONCLUSION/CONCLUSIONS:Overall, repeat SRS for sporadic VS has comparable risk profile, but lower rates of tumor control, compared with primary SRS.
PMID: 38728563
ISSN: 1537-4505
CID: 5656062

Improved outcomes for triple negative breast cancer brain metastases patients after stereotactic radiosurgery and new systemic approaches

Mashiach, Elad; Alzate, Juan Diego; De Nigris Vasconcellos, Fernando; Adams, Sylvia; Santhumayor, Brandon; Meng, Ying; Schnurman, Zane; Donahue, Bernadine R; Bernstein, Kenneth; Orillac, Cordelia; Bollam, Rishitha; Kwa, Maryann J; Meyers, Marleen; Oratz, Ruth; Novik, Yelena; Silverman, Joshua S; Harter, David H; Golfinos, John G; Kondziolka, Douglas
PURPOSE/OBJECTIVE:Although ongoing studies are assessing the efficacy of new systemic therapies for patients with triple negative breast cancer (TNBC), the overwhelming majority have excluded patients with brain metastases (BM). Therefore, we aim to characterize systemic therapies and outcomes in a cohort of patients with TNBC and BM managed with stereotactic radiosurgery (SRS) and delineate predictors of increased survival. METHODS:We used our prospective patient registry to evaluate data from 2012 to 2023. We included patients who received SRS for TNBC-BM. A competing risk analysis was conducted to assess local and distant control. RESULTS:Forty-three patients with 262 tumors were included. The median overall survival (OS) was 16 months (95% CI 13-19 months). Predictors of increased OS after initial SRS include Breast GPA score > 1 (p < 0.001) and use of immunotherapy such as pembrolizumab (p = 0.011). The median time on immunotherapy was 8 months (IQR 4.4, 11.2). The median time to new CNS lesions after the first SRS treatment was 17 months (95% CI 12-22). The cumulative rate for development of new CNS metastases after initial SRS at 6 months, 1 year, and 2 years was 23%, 40%, and 70%, respectively. Thirty patients (70%) underwent multiple SRS treatments, with a median time of 5 months (95% CI 0.59-9.4 months) for the appearance of new CNS metastases after second SRS treatment. CONCLUSIONS:TNBC patients with BM can achieve longer survival than might have been previously anticipated with median survival now surpassing one year. The use of immunotherapy is associated with increased median OS of 23 months.
PMID: 38630386
ISSN: 1573-7373
CID: 5655852

Pushing the Boundaries: Long-term Survival from Brain Metastases and the Path Ahead [Letter]

Mashiach, Elad; Alzate, Juan Diego; Schnurman, Zane; Berger, Assaf; De Nigris Vasconcellos, Fernando; Golfinos, John G; Kondziolka, Douglas
PMID: 38521224
ISSN: 1878-8769
CID: 5641132