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Proton Beam vs Intensity-Modulated Radiotherapy in Olfactory Neuroblastoma

Tang, Anthony; Adida, Samuel; Donohue, Jack; Olson, Brennan; Krippaehne, Elise; Roozdar, Pooya; Goetschel, Kaitlin; Gago, Guilherme; Almeida, Joao Paulo; Champagne, Pierre-Olivier; Fernandez-Miranda, Juan C; Gardner, Paul; Hwang, Peter H; Nayak, Jayakar V; Patel, Chirag; Patel, Zara M; Celda, Maria Peris; Pinheiro-Neto, Carlos; Routman, David M; Sanusi, Olabisi; Snyderman, Carl H; Thorp, Brian D; Van Gompel, Jamie J; Zenonos, Georgios A; Zwagerman, Nathan T; Wilke, Christopher; Wang, Eric W; Geltzeiler, Mathew; Choby, Garret
IMPORTANCE/UNASSIGNED:Adjuvant radiotherapy can improve locoregional control and survival in patients with olfactory neuroblastoma (ONB), particularly with advanced-stage and histologic-grade disease. Standard radiotherapy treatment is with intensity-modulated radiotherapy (IMRT). Proton beam radiotherapy (PBRT) provides theoretical advantages in greater sparing of dose to uninvolved organs at risk. OBJECTIVE/UNASSIGNED:To investigate if there are differences in the effectiveness and radiation treatment-related adverse events (RTAEs) between adjuvant IMRT and PBRT for patients with ONB. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This propensity score-matched cohort study included patients with ONB treated between February 2005 and April 2021 with either IMRT or PBRT at 9 academic tertiary care centers in North America. Patients were matched 1:2 based on age, modified Kadish stage, and Hyams grade. Data were analyzed from July 2024 to January 2025. EXPOSURE/UNASSIGNED:Adjuvant IMRT or adjuvant PBRT. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Local recurrence-free survival (RFS), any RFS, and overall survival (OS). RTAEs, ie, grade 2 events or higher based on Common Terminology Criteria for Adverse Events, were recorded for both modalities. RESULTS/UNASSIGNED:Of 54 included patients, 27 (50%) were female, and the mean (SD) age was 46.2 (15.4) years. A total of 18 were treated with PBRT and 36 were treated with IMRT. Most patients had modified Kadish stage C disease (33 of 54 [61%]), and 24 patients (44%) had Hyams grade III or IV disease. The RTAE rate was 20% (8 of 40); IMRT had a rate of 21% (6 of 29), and PBRT had a rate of 18% (2 of 11). The difference in the point estimates for 10-year RFS showed a potential clinical benefit favoring IMRT, although the wide confidence interval indicates uncertainty (10-year RFS: IMRT, 63.3%; 95% CI, 44.6-89.8; PBRT, 37.8%; 95% CI, 14.2-100; difference, 25.5 percentage points; 95% CI, -17.6 to 68.6). There were no clinically meaningful differences in 10-year local RFS (IMRT, 75.6%; 95% CI, 59.8-95.4; PBRT, 72.7%; 95% CI, 45.2-100; difference, 2.9 percentage points; 95% CI, -35.9 to 41.7) or 10-year OS (IMRT, 61.8%; 95% CI, 42.8-89.1; PBRT, 57.1%; 95% CI, 24.3-100; difference, 4.7 percentage points; 95% CI, -49.2 to 58.6), although wide confidence intervals indicate considerable uncertainty. CONCLUSIONS AND RELEVANCE/UNASSIGNED:Due to the imprecision of estimates, no definitive conclusions can be made regarding the comparative effectiveness of IMRT vs PBRT for patients with ONB. These preliminary data may inform the design of appropriately powered prospective studies evaluating the efficacy of PBRT vs IMRT in this population.
PMCID:12576614
PMID: 41165699
ISSN: 2168-619x
CID: 5961512

Endoscopic pituitary gland transposition techniques to the interpeduncular and prepontine regions: an anatomical study

Nizzola, Mariagrazia; Alam, Yasaman; Leonel, Luciano C P C; Torregrossa, Fabio; Graepel, Stephen P; Shinya, Yuki; Pinheiro-Neto, Carlos D; Link, Michael J; Peris-Celda, Maria
OBJECTIVE:The floor of the third ventricle and the interpeduncular and prepontine regions represent challenging surgical targets. The expanded endoscopic endonasal approach (EEA) with pituitary gland (PG) transposition has been proposed to provide direct access to these anatomical regions. Through the years, different endoscopic PG transposition techniques have been studied and presented. The goal of this study was to compare the techniques, relevant anatomy, and surgical exposure of extradural, intradural, and interdural PG transposition techniques. METHODS:Six formalin-fixed, latex-injected cadaveric head specimens were used to perform the EEA with extradural, unilateral interdural, and unilateral intradural PG transpositions. The interpeduncular and prepontine regions and the neurovascular structures located within these cisterns were carefully exposed and analyzed. The maximal cranial, caudal, and lateral accessible points within the surgical field were identified for each approach. Consequently, the relative craniocaudal and horizontal surgical axes were measured to quantify the extent of accessibility of each approach. RESULTS:The extradural PG transposition technique provided the largest horizontal extensions and bilateral access to structures within the interpeduncular and prepontine regions; the mean horizontal axis was 17.9 (range 13.9-20.4) mm. The unilateral interdural PG transposition provided wider vertical exposure, with a mean craniocaudal axis of 16.2 (range 13.0-20.9) mm. In this approach, the surgical field was extended cranially above the ipsilateral mammillary body (MB). The unilateral intradural PG transposition provided a similar surgical exposure to the interdural approach, with a mean craniocaudal axis of 14.7 (range 12.9-15.8) mm. The approach required significant manipulation of the PG after opening both periosteal and meningeal dura layers. CONCLUSIONS:The extradural PG transposition is indicated for lesions of the upper clivus region that extend bilaterally and do not have a cranial extension beyond the MBs. The inter- and intradural PG transpositions are beneficial for unilateral lesions that extend cranially to the MBs. Both techniques require coagulation of the ipsilateral inferior hypophyseal artery. The intradural technique requires more manipulation of the PG, while the interdural technique requires opening and access to the cavernous sinus. If needed, the intra- and interdural techniques can also be performed bilaterally.
PMID: 39671579
ISSN: 1933-0693
CID: 6074268

Outcomes of Immunotherapy Treatment in Sinonasal Mucosal Melanoma

Kshirsagar, Rijul S; Eide, Jacob G; Harris, Jacob; Abiri, Arash; Beswick, Daniel M; Chang, Eugene H; Fung, Nicholas; Hong, Michelle; Johnson, Brian J; Kohanski, Michael A; Le, Christopher H; Lee, Jivianne T; Nabavizadeh, Seyed A; Obermeyer, Isaac P; Pandrangi, Vivek C; Pinheiro-Neto, Carlos D; Smith, Timothy L; Snyderman, Carl H; Suh, Jeffrey D; Wang, Eric W; Wang, Marilene B; Choby, Garret; Geltzeiler, Mathew; Lazor, Jillian; Mitchell, Tara C; Kuan, Edward C; Palmer, James N; Adappa, Nithin D
BACKGROUND:Sinonasal mucosal melanoma has poor survival despite multimodality treatment. While the impact of immunotherapy (IT) on metastatic cutaneous melanoma is well-defined, there are relatively little data on sinonasal mucosal melanoma. OBJECTIVE:We sought to define immunotherapy outcomes in patients with sinonasal mucosal melanoma. METHODS:A retrospective cohort study evaluated patients treated with IT during their overall treatment strategy for SNMM. Patient demographics, treatment, and survival outcomes were recorded. RESULTS: = 14, 26.9%). 44.2% of patients experienced reported complications. Overall survival at 1-, 2-, and 5 years was 86.9%, 74.1%, and 39.1%, respectively. CONCLUSION/CONCLUSIONS:Approximately half of patients will have a local response following immunotherapy, but it is rare to have improvement at metastatic locations. Further research within our group will assess optimal timing and markers that are predictive of response.
PMID: 39782303
ISSN: 1945-8932
CID: 6074270

Pilot Program in Surgical Anatomy Education for Complex Cranial and Skull Base Procedures: Curriculum Overview and Initial 2-Year Experience at Mayo Clinic

Capp, Juliana C; Bauman, Megan M J; Graffeo, Christopher S; Carlstrom, Lucas P; Perry, Avital; Pinheiro-Neto, Carlos D; Gompel, Jamie J Van; Daniels, David J; Link, Michael J; Leonel, Luciano C P C; Peris-Celda, Maria
PMCID:12227247
PMID: 40620629
ISSN: 2193-6331
CID: 6074274

Machine learning-based model to predict long-term tumor control and additional interventions following pituitary surgery for Cushing's disease

Shinya, Yuki; Ghaith, Abdul Karim; Hong, Sukwoo; Erickson, Dana; Bancos, Irina; Herndon, Justine S; Davidge-Pitts, Caroline J; Nguyen, Ryan T; Bon Nieves, Antonio; Sáez Alegre, Miguel; Morshed, Ramin A; Pinheiro Neto, Carlos D; Peris Celda, Maria; Pollock, Bruce E; Meyer, Fredric B; Atkinson, John L D; Van Gompel, Jamie J
OBJECTIVE:In this study, the authors aimed to establish a supervised machine learning (ML) model based on multiple tree-based algorithms to predict long-term biochemical outcomes and intervention-free survival (IFS) after endonasal transsphenoidal surgery (ETS) in patients with Cushing's disease (CD). METHODS:The medical records of patients who underwent ETS for CD between 2013 and 2023 were reviewed. Data were collected on the patient's baseline characteristics, intervention details, histopathology, surgical outcomes, and postoperative endocrine functions. The study's primary outcome was IFS, and the therapeutic outcomes were labeled as "under control" or "treatment failure," depending on whether additional therapeutic interventions after primary ETS were required. The decision tree and random forest classifiers were trained and tested to predict long-term IFS based on unseen data, using an 80/20 cohort split. RESULTS:Data from 150 patients, with a median follow-up period of 56 months, were extracted. In the cohort, 42 (28%) patients required additional intervention for persistent or recurrent CD. Consequently, the IFS rates following ETS alone were 83% at 3 years and 78% at 5 years. Multivariable Cox proportional hazards analysis demonstrated that a smaller tumor diameter that could be detected by MRI (hazard ratio 0.95, 95% CI 0.90-0.99; p = 0.047) was significantly associated with greater IFS. However, the lack of tumor detection on MRI was a poor predictor. The ML-based model using a decision tree model displayed 91% accuracy (95% CI 0.70-0.94, sensitivity 87.0%, specificity 89.0%) in predicting IFS in the unseen test dataset. Random forest analysis revealed that tumor size (mean minimal depth 1.67), Knosp grade (1.75), patient age (1.80), and BMI (1.99) were the four most significant predictors of long-term IFS. CONCLUSIONS:The ML algorithm could predict long-term postoperative endocrinological remission in CD with high accuracy, indicating that prognosis may vary not only with previously reported factors such as tumor size, Knosp grade, gross-total resection, and patient age but also with BMI. The decision tree flowchart could potentially stratify patients with CD before ETS, allowing for the selection of personalized treatment options and thereby assisting in determining treatment plans for these patients. This ML model may lead to a deeper understanding of the complex mechanisms of CD by uncovering patterns embedded within the data.
PMID: 40085940
ISSN: 1933-0693
CID: 6074272

Origin and Course Cavernous Internal Carotid Artery Branches from the Endoscopic Endonasal Perspective: Cadaveric Study and Analysis Clinical Implications

Agosti, Edoardo; Alexander, A Yohan; Dang, Danielle D; Leonel, Luciano C P C; Zeppieri, Marco; Pinheiro-Neto, Carlos D; Peris-Celda, Maria
BACKGROUND AND OBJECTIVE/OBJECTIVE:Endoscopic endonasal approaches to treat cavernous sinus lesions require detailed knowledge of the origin, course, and anatomic variations of the branches of the cavernous internal carotid artery (cICA) because inadvertent avulsion can cause intraoperative ICA injury. We aim to study the origin and course of the branches of the cICA from an endoscopic endonasal perspective and relate these branches to surgically relevant anatomic references. METHODS:Sixty sides of 30 formalin-fixed specimens were dissected to identify the origin and course of cICA branches, including the inferolateral trunk (ILT), the meningohypophyseal trunk (MHT), anterior and inferior McConnell's capsular arteries (MCAs), and the superolateral trunk (SLT). RESULTS:The ILT and MHT were bilaterally in all specimens, whereas the anterior and inferior MCAs were identified in 28% and 25% of dissected sides, respectively. The SLT was only found in 3% of sides dissected. The MHT was the most proximal branch of the cICA, and its origin was an average of 8.9 mm anterior to the foramen lacerum and 3.8 mm superior to the sellar floor. The ILT was the second most proximal branch of the cICA, which originated 6.4 mm from the MHT on average. The anterior and inferior MCAs were present in 28% and 25% of specimens, respectively. The SLT, when present, was the second most proximal branch of the cICA, which originated at a mean height of 2.7 mm from the sellar floor. Overall, complete ILT and MHT were identified in 68% and 77% of cases, respectively. CONCLUSION/CONCLUSIONS:The MHT and ILT are constant branches of the cICA, with the MHT originating from the medial cICA posterior bend 4 mm superior to the sellar floor and 9 mm anterior to the foramen lacerum, whereas the ILT arises from the lateral horizontal cICA, 2.3 mm superior to the sellar floor and 6 mm anterior to the MHT.
PMID: 39436095
ISSN: 2332-4260
CID: 6074265

Correlation of the Sinonasal Outcome Test-22 With the University of Washington Quality of Life in Assessing Quality of Life in Sinonasal Malignancy Utilizing a Multicenter Prospective Observational Cohort Registry

Fleseriu, Cara M; Wang, Eric W; Beswick, Daniel M; Maoz, Sabrina L; Hwang, Peter H; Kuan, Edward C; Adappa, Nithin D; Geltzeiler, Mathew; Abuzeid, Waleed M; Pinheiro-Neto, Carlos D; Getz, Anne E; Humphries, Ian M; Le, Christopher H; Traylor, Katie S; Chang, Eugene H; Jafari, Aria; Kingdom, Todd T; Kohanski, Michael A; Lee, Jivianne K; Nayak, Jayakar V; Palmer, James N; Patel, Zara M; Smith, Timothy L; Snyderman, Carl H; St John, Maie A; Suh, Jeffrey D; Wang, Marilene B; Choby, Garret
PMID: 39761380
ISSN: 2042-6984
CID: 6074269

The Feasibility of Investigating Acupuncture in Patients With COVID-19 Related Olfactory Dysfunction

Armstrong, Michael F; O'Byrne, Thomas J; Calva, Jason J; Mallory, Molly J; Bublitz, Sara E; Do, Alexander; Pinheiro Neto, Carlos D; Choby, Garret W; O'Brien, Erin K; Bauer, Brent A; Stokken, Janalee K
BACKGROUND/UNASSIGNED:Olfactory dysfunction (OD) is a common symptom in patients with coronavirus disease 2019 (COVID-19) with limited treatment options. OBJECTIVE/UNASSIGNED:This pilot study aimed to investigate an acupuncture protocol in patients with COVID-19 related OD. METHODS/UNASSIGNED:Thirty patients were randomized into 2 groups. The standard group was treated with budesonide nasal irrigation and olfactory training. The acupuncture group received ten sessions of acupuncture therapy in addition to the standard group treatment. Olfaction was assessed using the University of Pennsylvania Smell Identification Test, 10-point visual analog scale, and Sino-Nasal Outcome Test at baseline and after 3 months of treatment. Differences between study arms were compared using Fisher's exact and Wilcoxon rank sum tests. RESULTS/UNASSIGNED:Eighteen of the 30 (60%) enrolled patients completed the study, including 11 (73%) in the standard and 7 (47%) in the acupuncture group. Reasons for participant drop-out included cost of travel and time constraints. There were no acupuncture complications. CONCLUSIONS/UNASSIGNED:Acupuncture as an adjunct therapy for COVID-19 related OD is well tolerated. Subsequent studies with larger sample sizes are needed to assess the effect of acupuncture on OD.
PMCID:12078969
PMID: 40375879
ISSN: 2753-6130
CID: 6074273

Unilateral Versus Bilateral Endoscopic Resection of Olfactory Neuroblastoma: Pooled Analysis From Prospective and Retrospective Multicenter Data

Abiri, Arash; Nguyen, Theodore V; Chen, Haidee; Krippaehne, Elise; Lerner, David K; Rahman, Arifeen S; Roozdar, Pooya; Rosvall, Brandon R; Sabbaj, Michael; Workman, Alan D; Wu, Shannon; Adappa, Nithin D; Beswick, Daniel M; Chang, Eugene H; Chang, Michael T; Choby, Garret; Eide, Jacob G; Douglas, Jennifer E; Geltzeiler, Mathew; Kohanski, Michael A; Hwang, Peter H; Le, Christopher H; Lee, Jivianne T; Nayak, Jayakar V; Palmer, James N; Patel, Zara M; Pinheiro-Neto, Carlos D; Resnick, Adam C; Smith, Timothy L; Snyderman, Carl H; John, Maie A St; Storm, Phillip B; Suh, Jeffrey D; Wang, Marilene B; Wang, Eric W; Kuan, Edward C
BACKGROUND:Olfactory neuroblastoma (ONB) is a rare sinonasal malignancy primarily treated with surgery. For tumors arising from the olfactory area, traditional treatment involves transcribriform resection of the anterior cranial fossa. Surgery can be performed with unilateral or bilateral resection depending on extent of involvement; however, there are currently no studies comparing outcomes between the two. METHODS:Prospective and retrospective data on primary ONB patients were collected from a multicenter registry involving eight academic sites. Propensity score matching (PSM) was used to create patient cohorts with similar baseline characteristics. Cox proportional hazards and Kaplan Meier analyses assessed overall survival (OS). Logistic regression assessed associations between extent of resection (unilateral versus bilateral) and tumor recurrence or postoperative cerebrospinal fluid (CSF) leak. RESULTS:A total of 187 ONB patients (47.6% female) with an average age of 53.6 ± 15.1 years were analyzed. Most tumors were unilateral (81.3%) and predominantly Kadish C (58.3%) or Hyams II (55.8%). Overall, 56.7% of patients underwent bilateral resection. Fifty-four patients experienced tumor recurrence and nine had postoperative CSF leaks. Following PSM (n = 45/group), extent of resection was not associated with mortality (hazard ratio [HR] 1.73; p = 0.407) or OS (p = 0.400). There was no association between extent of resection and recurrence (odds ratio [OR] 0.90; p = 0.814) or postoperative CSF leak (OR 1.54; p = 0.647). CONCLUSIONS:For ONB tumors where unilateral resection may be feasible and oncologically sound, the decision for unilateral versus bilateral resection showed no significant effect on survival, recurrence, or postoperative CSF leak. Oncologic outcomes may be comparable when resection is tailored to individual patient and tumor characteristics.
PMCID:12135456
PMID: 39811891
ISSN: 2042-6984
CID: 6074271

A supervised machine learning approach for predicting the need for postsurgical intervention in acromegaly

Shinya, Yuki; Ghaith, Abdul Karim; Hong, Sukwoo; Herndon, Justine S; Palit, Sandhya R; Erickson, Dana; Bancos, Irina; Saez-Alegre, Miguel; Morshed, Ramin A; Pinheiro Neto, Carlos; Meyer, Fredric B; Atkinson, John L D; Van Gompel, Jamie J
OBJECTIVE:Patients with growth hormone (GH)-secreting pituitary adenomas (PAs) experience various symptoms and comorbidities, which can ultimately lead to increased mortality. This study aimed to develop and validate a machine learning (ML) model for predicting long-term outcomes in patients with GH-secreting PAs following endonasal transsphenoidal surgery (ETS). METHODS:The authors conducted a retrospective three-institution cohort study that included patients with GH-secreting PAs treated with ETS between 2013 and 2023. Clinical, radiological, and biochemical data were collected. The main outcome of interest was the intervention-free rate (IFR) after primary ETS. Supervised ML algorithms, including decision trees and random forests, were developed to predict the IFR. Model performance was evaluated using area under the receiver operating characteristic curve (AUROC) and Shapley Additive Explanations (SHAP) values. RESULTS:The median follow-up for 100 patients with GH-secreting PAs (53% female) was 64 months (range 1-130 months). Additional intervention for persistent or recurrent acromegaly was required in 32% of patients. Following primary ETS alone, the 3-year IFR was 70% and the 5-year IFR was 67%. Multiple ML models were developed and evaluated using AUROCs. The decision tree analysis achieved an accuracy of 81% and emphasized the importance of both gross-total resection (GTR) and patient age in determining the long-term IFR. To better understand the factors that contributed to model performance, SHAP analysis was applied to the best-performing model. The SHAP dependence plots showed that key factors associated with a longer IFR included tumor size < 9 mm, GTR, patient age > 65 years, and Knosp grade 0. CONCLUSIONS:This ML model offers a more nuanced and potentially more accurate approach to identify patients more likely to develop recurrent or persistent acromegaly following primary ETS and require additional treatment. Following external validation, this ML model could improve personalized treatment planning and follow-up strategies and enhance patient care and resource allocation in clinical practice.
PMID: 40591978
ISSN: 1092-0684
CID: 6074279