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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

Risk of intracranial meningioma in patients with acromegaly: a systematic review

Guo, Amy X; Job, Asha; Pacione, Donato; Agrawal, Nidhi
UNLABELLED:Acromegaly is a rare endocrine disorder caused by hypersecretion of growth hormone (GH) from a pituitary adenoma. Elevated GH levels stimulate excess production of insulin-like growth factor 1 (IGF-1) which leads to the insidious onset of clinical manifestations. The most common primary central nervous system (CNS) tumors, meningiomas originate from the arachnoid layer of the meninges and are typically benign and slow-growing. Meningiomas are over twice as common in women as in men, with age-adjusted incidence (per 100,000 individuals) of 10.66 and 4.75, respectively. Several reports describe co-occurrence of meningiomas and acromegaly. We aimed to determine whether patients with acromegaly are at elevated risk for meningioma. Investigation of the literature showed that co-occurrence of a pituitary adenoma and a meningioma is a rare phenomenon, and the majority of cases involve GH-secreting adenomas. To the best of our knowledge, a systematic review examining the association between meningiomas and elevated GH levels (due to GH-secreting adenomas in acromegaly or exposure to exogenous GH) has never been conducted. The nature of the observed coexistence between acromegaly and meningioma -whether it reflects causation or mere co-association -is unclear, as is the pathophysiologic etiology. SYSTEMATIC REVIEW REGISTRATION/UNASSIGNED:https://www.crd.york.ac.uk/prospero/, identifier CRD42022376998.
PMCID:11196394
PMID: 38919490
ISSN: 1664-2392
CID: 5702672

Developing an Automated Registry (Autoregistry) of Spine Surgery Using Natural Language Processing and Health System Scale Databases

Cheung, Alexander T M; Kurland, David B; Neifert, Sean; Mandelberg, Nataniel; Nasir-Moin, Mustafa; Laufer, Ilya; Pacione, Donato; Lau, Darryl; Frempong-Boadu, Anthony K; Kondziolka, Douglas; Golfinos, John G; Oermann, Eric Karl
BACKGROUND AND OBJECTIVES/OBJECTIVE:Clinical registries are critical for modern surgery and underpin outcomes research, device monitoring, and trial development. However, existing approaches to registry construction are labor-intensive, costly, and prone to manual error. Natural language processing techniques combined with electronic health record (EHR) data sets can theoretically automate the construction and maintenance of registries. Our aim was to automate the generation of a spine surgery registry at an academic medical center using regular expression (regex) classifiers developed by neurosurgeons to combine domain expertise with interpretable algorithms. METHODS:We used a Hadoop data lake consisting of all the information generated by an academic medical center. Using this database and structured query language queries, we retrieved every operative note written in the department of neurosurgery since our transition to EHR. Notes were parsed using regex classifiers and compared with a random subset of 100 manually reviewed notes. RESULTS:A total of 31 502 operative cases were downloaded and processed using regex classifiers. The codebase required 5 days of development, 3 weeks of validation, and less than 1 hour for the software to generate the autoregistry. Regex classifiers had an average accuracy of 98.86% at identifying both spinal procedures and the relevant vertebral levels, and it correctly identified the entire list of defined surgical procedures in 89% of patients. We were able to identify patients who required additional operations within 30 days to monitor outcomes and quality metrics. CONCLUSION/CONCLUSIONS:This study demonstrates the feasibility of automatically generating a spine registry using the EHR and an interpretable, customizable natural language processing algorithm which may reduce pitfalls associated with manual registry development and facilitate rapid clinical research.
PMID: 37345933
ISSN: 1524-4040
CID: 5542832

Development and implementation of an Enhanced Recovery After Cranial Surgery pathway following supratentorial tumor resection at a tertiary care center

Khan, Hammad A; Hill, Travis C; Suryadevara, Carter M; Carter, Camiren C; Eremiev, Alexander N; Save, Akshay V; Golfinos, John G; Pacione, Donato
OBJECTIVE:Controlling length of stay (LOS) reduces rates of nosocomial infections and falls, facilitates earlier return to daily activities, and decreases strain on the healthcare system. Complications following supratentorial tumor resection present early in the postoperative period, thereby enhancing the prospect of safe, early discharge. Here, the authors describe their initial experience with the development and implementation of an Enhanced Recovery After Cranial Surgery (ERACS) pathway following resection of supratentorial tumors in select patients. METHODS:This was a nonrandomized, ambispective quality improvement study of patients undergoing elective craniotomy for supratentorial tumor resection at New York University Langone Health between November 17, 2020, and May 19, 2022. Eligible patients were prospectively enrolled in either the ERACS pathway or the standard pathway. These prospective cohorts were compared to a retrospective cohort of patients who met eligibility criteria for the pathway. Patients in the ERACS pathway cohort were targeted for discharge on postoperative day 2. The primary outcome metric was hospital LOS. Secondary outcome metrics included duration of intensive care unit (ICU) care and rates of 30-day emergency department visits, readmissions, and complications. RESULTS:Over the study period, 188 of 317 patients (59.3%) who underwent supratentorial tumor resection met inclusion criteria for ERACS pathway enrollment. Sixty-three patients were enrolled in the ERACS pathway, and 125 patients completed the standard pathway. The historical cohort consisted of 332 patients who would have been eligible for ERACS enrollment. Patients in the ERACS pathway cohort had a median LOS of 1.93 days compared with 2.92 and 2.88 days for patients in the standard pathway and historical cohort, respectively (p < 0.001). There was a significant reduction in ICU utilization in ERACS pathway patients (16.0 ± 6.53 vs 29.5 ± 53.0 vs 21.8 ± 18.2 hours, p = 0.005). There were no differences in the rates of 30-day emergency department visits (12.7% vs 9.6% vs 10.9%, p = 0.809) and readmissions (4.8% vs 4.0% vs 7.8%, p = 0.279) between groups. CONCLUSIONS:Patients in the ERACS pathway cohort experienced reduced LOS and ICU utilization, with similar rates of adverse outcomes compared to standard pathway patients. The authors' initial experience suggests that an accelerated recovery pathway can be safely implemented following supratentorial tumor resection in select patients.
PMID: 38039535
ISSN: 1092-0684
CID: 5590472

Health Care Disparities in Transsphenoidal Surgery for Pituitary Tumors: An Experience from Neighboring Urban Public and Private Hospitals

Gordon, Alex J; Dastagirzada, Yosef; Schlacter, Jamie; Mehta, Sonal; Agrawal, Nidhi; Golfinos, John G; Lebowitz, Richard; Pacione, Donato; Lieberman, Seth
PMCID:10581820
PMID: 37854536
ISSN: 2193-6331
CID: 5736132

Endoscopic Endonasal Ligation of Ethmoidal Dural Arteriovenous Fistula: 2-Dimensional Operative Video

Save, Akshay V; Raz, Eytan; Lieberman, Seth; Pacione, Donato
PMID: 36716055
ISSN: 2332-4260
CID: 5419912

Up-front single-session radiosurgery for large brain metastases-volumetric responses and outcomes

Benjamin, Carolina; Gurewitz, Jason; Nakamura, Aya; Mureb, Monica; Mullen, Reed; Pacione, Donato; Silverman, Joshua; Kondziolka, Douglas
BACKGROUND:Patients presenting with large brain metastases (LBM) pose a management challenge to the multidisciplinary neuro-oncologic team. Treatment options include surgery, whole-brain or large-field radiation therapy (WBRT), stereotactic radiosurgery (SRS), or a combination of these. OBJECTIVE:To determine if corticosteroid therapy followed by SRS allows for efficient minimally invasive care in patients with LBMs not compromised by mass effect. METHODS:We analyzed the change in tumor volume to determine the efficacy of single-session SRS in the treatment of LBM in comparison to other treatment modalities. Twenty-nine patients with systemic cancer and brain metastasis (≥ 2.7 cm in greatest diameter) who underwent single-session SRS were included. RESULTS:(range 1.56-25.31). The median margin dose was 16 Gy (range 12-18). The average percent decrease in tumor volume compared to pre-SRS volume was 55% on imaging at 1-2 months, 58% at 3-5 months, 64% at 6-8 months, and 57% at > 8 months. There were no adverse events immediately following SRS. Median corticosteroid use after SRS was 21 days. Median survival after radiosurgery was 15 months. CONCLUSION/CONCLUSIONS:Initial high-dose corticosteroid therapy followed by prompt single-stage SRS is a safe and efficacious method to manage patients with LBMs (defined as ≥ 2.7 cm).
PMID: 36702970
ISSN: 0942-0940
CID: 5419722

Discontinuation of Postoperative Prophylactic Antibiotics for Endoscopic Endonasal Skull Base Surgery

Dastagirzada, Yosef; Benjamin, Carolina; Bevilacqua, Julia; Gurewitz, Jason; Sen, Chandra; Golfinos, John G; Placantonakis, Dimitris; Jafar, Jafar J; Lieberman, Seth; Lebowitz, Rich; Lewis, Ariane; Pacione, Donato
PMCID:9991524
PMID: 36895810
ISSN: 2193-6331
CID: 5509612

Kawase's education day: An iconic instance of a surgical approach evolution

Borghei-Razavi, Hamid; Sabahi, Mohammadmahdi; Adada, Badih; Benjamin, Carolina G; Pacione, Donato
PMID: 36764452
ISSN: 1878-8769
CID: 5421002

Detection of Cerebrospinal Fluid Leaks Using the Endoscopic Fluorescein Test in the Postoperative Period following Pituitary and Ventral Skull Base Surgery

Benedict, Peter A; Connors, Joseph R; Timen, Micah R; Bhatt, Nupur; Lebowitz, Richard A; Pacione, Donato R; Lieberman, Seth M
PMCID:9897891
PMID: 36743707
ISSN: 2193-6331
CID: 5509562