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Link, Michael J.

https://orcid.org/0000-0002-2102-6897

Mayo Clinic

Mayo Clinic

Citations 381

Use of calcium phosphate bone cement in retrosigmoid craniotomies to reduce rates of pseudomeningocele and craniotomy-site CSF leakage: a cohort study and meta-analysis
Webb, Kevin L. , Michaelcheck, Charlotte E., Link, Michael J. , Celda, María Peris, Carlstrom, Lucas P. , Peris Celda, Maria, Bauman, Megan M. J. , Morshed, Ramin A. , Gompel, Jamie J. Van

Journal of Neurosurgery | June 6, 2025 | Volume: 143 | Issue: 4 | Pages: 1027-1036

10.3171/2025.1.jns241076 Get It

OBJECTIVE Calcium phosphate cement (CPC) use has been previously described as a strategy to reduce the rates of pseudomeningocele and CSF leakage following skull base surgery. The authors aimed to present their institutional experience with CPC in retrosigmoid craniotomy and perform a systematic review of the literature to determine the effectiveness of CPC in reducing postoperative complications, including pseudomeningocele and craniotomy-site CSF leakage. METHODS A retrospective single-institution cohort study of patients who underwent retrosigmoid craniotomy with and without CPC cranioplasty from January 2017 to April 2024 was performed. A systematic literature review and meta-analysis of CPC use in retrosigmoid craniotomy was also performed. RESULTS Of 336 patients who underwent retrosigmoid craniotomy, 193 (57%) were female and the median age at surgery was 55 years (range 18–81 years). The median follow-up duration was 23 months (range 3–80 months). CPC was used to seal the edge of the craniotomy in 66 patients (20%). Among all patients, 50 (15%) experienced a postoperative complication, and 28 (8%) were wound-specific complications. Patients in the non-CPC group experienced significantly more postoperative wound-specific complications than those in the CPC group (10% vs 0%, p = 0.002). Specifically, pseudomeningocele occurred in 0 patients (0%) in the CPC group compared with 24 patients (9%) in the non-CPC group (p = 0.006), which progressed to CSF leaks at the craniotomy site in 6 patients (p = 0.60). Additionally, no patients (0%) in the CPC group experienced wound infection, dehiscence, or breakdown compared with 10 patients (4%) in the non-CPC group (p = 0.22). Five patients (8%) in the CPC group reported prolonged mild incisional pain at the craniotomy site, and there were no instances of major complications related to the CPC. In the meta-analysis, 10 studies met the inclusion criteria, yielding a total of 2166 patients (including the current study), 1101 of whom received CPC. In the pooled analysis, CPC was significantly associated with lower risk of CSF leakage at the craniotomy site (OR 0.23, 95% CI 0.13–0.42; p < 0.01) and lower risk of infection (OR 0.17, 95% CI 0.08–0.38; p < 0.01). CONCLUSIONS CPC use in retrosigmoid craniotomies could be a safe and effective strategy to reduce the incidence of pseudomeningocele and craniotomy-site CSF leakage, leading to lower rates of wound-related complications and infection.
Single-Fraction Stereotactic Radiosurgery as Primary Management of Sporadic Meningiomas: A 25-Year Cohort Study
Kumar, Rahul , Carlstrom, Lucas P. , Morshed, Ramin A. , Brown, Paul D. , Mahajan, Anita , Graffeo, Christopher S. , Link, Michael J. , Pollock, Bruce E. , Morshed, Ramin , Graffeo, Christopher Salvatore , Kumar, Rahul , Laack, Nadia N.

Neurosurgery | June 6, 2025 | Volume: 97 | Issue: 6 | Pages: 1267-1274

10.1227/neu.0000000000003528 Get It

BACKGROUND AND OBJECTIVES: Stereotactic radiosurgery (SRS) is increasingly used as a primary treatment modality for intracranial meningiomas. We aim to describe clinical outcomes after single-fraction SRS for sporadic intracranial meningiomas. METHODS: A prospectively maintained database was reviewed for patients with sporadic meningiomas who underwent SRS (Gamma Knife) as primary treatment modality from April 1997 to February 2022. Primary outcomes included progression-free survival (PFS) and treatment-related complications. RESULTS: Six hundred sixteen patients (653 tumors) underwent SRS with median follow-up of 6.3 years (interquartile range [IQR] 3.1-10.5 years). The median tumor volume was 4.5 cm 3 (IQR 2.0-8.0 cm 3 ). The median margin dose was 15.0 Gy (IQR 14.0-16.0). In-field progression was noted in 7 tumors (1.1%) and marginal progression in 2 tumors (0.3%) for a raw failure rate of 1.4%. PFS estimates at 5, 10, and 15 years were 99.8%, 99.0%, and 93.2%, respectively. Factors associated with reduced PFS on univariable analysis included older age (hazards ratio [HR] 1.14, 95% CI, 1.05-1.22, P < .001), male sex (HR 5.44, 95% CI, 1.45-20.4, P = .010), increasing tumor volume (HR 1.06, 95% CI, 0.99-1.13, P = .028), and lower tumor margin dose (HR 0.65, 95% CI, 0.43-0.97, P = .006). Treatment-related complications were noted in 56 patients (9.1%), of which 45 (7.3%) were temporary, 5 (0.8%) were minor, and 6 (1.0%) were permanent and/or required intervention. Radiosurgical parameters associated with treatment-related complications included increased number of isocenters (odds ratio [OR] 1.09, 95% CI, 1.04-1.14, P < .001), higher 12-Gy volume (OR 1.06, 95% CI, 1.03-1.09, P < .001), larger tumor volume (OR 1.06, 95% CI, 1.02-1.10, P < .001), and lower maximal dose (OR 0.90, 95% CI, 0.82-0.98, P = .11). CONCLUSION: SRS is effective as a primary treatment modality for sporadic, small-volume to medium-volume intracranial meningiomas. Pre-emptive SRS should be discussed as a safe management strategy compared with observation alone for incidentally discovered meningiomas.
Utility of artificial intelligence in radiosurgery for pituitary adenoma: a deep learning–based automated segmentation model and evaluation of its clinical applicability
May, Jaromír , Hamáčková, Lucie, Hallak, Hana , Baručić, Denis , Link, Michael J. , Balasubramaniam, Neevya, Síla, Dalibor , Babničová, Miriam, Černý, Martin , Novotný, Josef , Kybic, Jan , May, Michaela , Májovský, Martin , Balasubramaniam, Neevya , Netuka, David , Liščák, Roman

Journal of Neurosurgery | April 18, 2025 | Volume: 143 | Issue: 2 | Pages: 413-422

10.3171/2024.12.jns242167 Get It

OBJECTIVE The objective of this study was to develop a deep learning model for automated pituitary adenoma segmentation in MRI scans for stereotactic radiosurgery planning and to assess its accuracy and efficiency in clinical settings. METHODS An nnU-Net–based model was trained on MRI scans with expert segmentations of 582 patients treated with Leksell Gamma Knife over the course of 12 years. The accuracy of the model was evaluated by a human expert on a separate dataset of 146 previously unseen patients. The primary outcome was the comparison of expert ratings between the predicted segmentations and a control group consisting of original manual segmentations. Secondary outcomes were the influence of tumor volume, previous surgery, previous stereotactic radiosurgery (SRS), and endocrinological status on expert ratings, performance in a subgroup of nonfunctioning macroadenomas (measuring 1000–4000 mm 3 ) without previous surgery and/or radiosurgery, and influence of using additional MRI modalities as model input and time cost reduction. RESULTS The model achieved Dice similarity coefficients of 82.3%, 63.9%, and 79.6% for tumor, normal gland, and optic nerve, respectively. A human expert rated 20.6% of the segmentations as applicable in treatment planning without any modifications, 52.7% as applicable with minor manual modifications, and 26.7% as inapplicable. The ratings for predicted segmentations were lower than for the control group of original segmentations (p < 0.001). Larger tumor volume, history of a previous radiosurgery, and nonfunctioning pituitary adenoma were associated with better expert ratings (p = 0.005, p = 0.007, and p < 0.001, respectively). In the subgroup without previous surgery, although expert ratings were more favorable, the association did not reach statistical significance (p = 0.074). In the subgroup of noncomplex cases (n = 9), 55.6% of the segmentations were rated as applicable without any manual modifications and no segmentations were rated as inapplicable. Manually improving inaccurate segmentations instead of creating them from scratch led to 53.6% reduction of the time cost (p < 0.001). CONCLUSIONS The results were applicable for treatment planning with either no or minor manual modifications, demonstrating a significant increase in the efficiency of the planning process. The predicted segmentations can be loaded into the planning software used in clinical practice for treatment planning. The authors discuss some considerations of the clinical utility of the automated segmentation models, as well as their integration within established clinical workflows, and outline directions for future research.
Associations With Changes in Disease‐Specific Quality of Life Following Stereotactic Radiosurgery for Sporadic Vestibular Schwannoma
Babajanian, Eric E. , Daher, Ghazal S. , Dornhoffer, James R. , Khandalavala, Karl R. , Marinelli, John P. , Lohse, Christine M. , Link, Michael J., Carlson, Matthew L., Link, Michael J. , Carlson, Matthew L.

Otolaryngology–Head and Neck Surgery | April 5, 2025 | Volume: 173 | Issue: 1 | Pages: 201-207

10.1002/ohn.1243 Get It

AbstractObjectiveTo examine associations with changes in quality‐of‐life (QOL) outcomes following treatment of vestibular schwannoma (VS) using stereotactic radiosurgery (SRS).Study DesignProspective longitudinal study.SettingTertiary academic center.MethodsPatients who were treated for sporadic VS using SRS from 2015 to 2022 were included. QOL outcomes were measured using the disease‐specific Penn Acoustic Neuroma QOL (PANQOL) scale.ResultsSeventy‐nine patients with pre‐SRS and at least one post‐SRS PANQOL assessments were available for analysis. The mean change in total PANQOL scores was −2 (SD 13) on a 100‐point scale. The mean duration between assessments was 4.6 years (SD 2.0). Age at SRS, sex, and SRS treatment doses were not significantly associated with changes in total PANQOL scores. Total PANQOL scores improved a mean of 4 points for patients with tumors confined to the internal auditory canal but declined a mean of 5 points for patients with tumors extending into the cerebellopontine angle (P = .01); however, these changes did not exceed the minimum clinically significant threshold of 11 points. The correlation coefficient between treated tumor volume at SRS and change in total PANQOL scores was −0.30 (P = .007). Changes in PANQOL total (P = .5) and hearing domain (P = .3) scores for patients who maintained serviceable hearing or progressed to nonserviceable hearing did not significantly differ.ConclusionTumor extent and treated volume at SRS had a statistically significant but likely not clinically important impact on total PANQOL scores. Progression to nonserviceable hearing did not have a significant impact on PANQOL total or hearing domain scores.
Improving access to vestibular schwannoma quality of life research through multilanguage translations of the Mayo Clinic Vestibular Schwannoma Quality of Life Index
Carlson, Matthew L., Lohse, Christine M. , Arnold, Benjamin , Tombers, Nicole M. , McCaslin, Devin L. , Saoji, Aniket A. , Hutchins, Melanie, Yost, Kathleen J. , Link, Michael J. , Carlson, Matthew L.

Journal of Neurosurgery | April 3, 2025 | Volume: 142 | Issue: Suppl | Pages: S2

10.3171/2024.11.jns242317 Get It

To address the limitations of existing instruments, the authors developed the Vestibular Schwannoma Quality of Life (VSQOL) Index. The Index captures the multifaceted impacts of vestibular schwannoma (VS) on daily life across eight categories: hearing problems; dizziness and imbalance; pain, discomfort, and tinnitus; problems with face or eyes; impact on physical, emotional, and social well-being; difficulty with thinking and memory; satisfaction or regret; and impact on employment. Initially developed in English, this digital supplement of the Journal of Neurosurgery presents translations of the VSQOL Index to Simplified Chinese, Spanish, Japanese, Arabic, French, and Norwegian. These translations aim to improve access to VS quality of life (QOL) research globally with enhanced racial, ethnic, and geographic representation. The goal is to comprehensively evaluate the impact of VS diagnosis and management on well-being and QOL by offering the VSQOL Index in patients’ native, or first-learned, languages. The English version and these translations may be used for noncommercial research, clinical, or educational purposes without written permission from the authors. Investigators interested in translating the VSQOL Index to other languages should contact the corresponding author for translation methodology instructions.
Norwegian translation of the Mayo Clinic Vestibular Schwannoma Quality of Life Index
Carlson, Matthew L., Lohse, Christine M. , Arnold, Benjamin , Tombers, Nicole M. , McCaslin, Devin L. , Saoji, Aniket A. , Hutchins, Melanie, Yost, Kathleen J. , Link, Michael J. , Carlson, Matthew L.

Journal of Neurosurgery | April 1, 2025 | Volume: 142 | Issue: Suppl | Pages: S8

10.3171/2024.11.jns242325 Get It

The authors developed a new disease-specific patient-reported outcome measure to capture the multifaceted impacts of vestibular schwannoma on daily life, the Vestibular Schwannoma Quality of Life (VSQOL) Index, which contains 40 items grouped into eight categories: hearing problems; dizziness and imbalance; pain, discomfort, and tinnitus; problems with face or eyes; impact on physical, emotional, and social well-being; difficulty with thinking and memory; satisfaction or regret; and impact on employment. 1 The VSQOL Index was developed in English, although the availability of this instrument in other languages can improve access to quality of life (QOL) research worldwide with enhanced racial, ethnic, and geographic representation. The authors partnered with FACITtrans, a component of the Functional Assessment of Chronic Illness Therapy (FACIT) group with more than 25 years of experience in translation, cultural adaptation, and linguistic validation of patient-reported outcome measures, to translate the VSQOL Index to Norwegian using a rigorous translation methodology. 2–5 The translation of the VSQOL Index presented at the end of this article may be used for noncommercial research, clinical, or educational purposes without seeking written permission from the authors. By providing a suite of translations in this digital supplement of the Journal of Neurosurgery , the authors hope to increase the reach and breadth of vestibular schwannoma QOL research and facilitate international collaborations.
French translation of the Mayo Clinic Vestibular Schwannoma Quality of Life Index
Carlson, Matthew L., Lohse, Christine M. , Arnold, Benjamin , Tombers, Nicole M. , McCaslin, Devin L. , Saoji, Aniket A. , Hutchins, Melanie, Yost, Kathleen J. , Link, Michael J. , Carlson, Matthew L.

Journal of Neurosurgery | April 1, 2025 | Volume: 142 | Issue: Suppl | Pages: S7

10.3171/2024.11.jns242324 Get It

The authors developed a new disease-specific patient-reported outcome measure to capture the multifaceted impacts of vestibular schwannoma on daily life, the Vestibular Schwannoma Quality of Life (VSQOL) Index, which contains 40 items grouped into eight categories: hearing problems; dizziness and imbalance; pain, discomfort, and tinnitus; problems with face or eyes; impact on physical, emotional, and social well-being; difficulty with thinking and memory; satisfaction or regret; and impact on employment. 1 The VSQOL Index was developed in English, although the availability of this instrument in other languages can improve access to quality of life (QOL) research worldwide with enhanced racial, ethnic, and geographic representation. The authors partnered with FACITtrans, a component of the Functional Assessment of Chronic Illness Therapy (FACIT) group with more than 25 years of experience in translation, cultural adaptation, and linguistic validation of patient-reported outcome measures, to translate the VSQOL Index to French using a rigorous translation methodology. 2–5 The translation of the VSQOL Index presented at the end of this article may be used for noncommercial research, clinical, or educational purposes without seeking written permission from the authors. By providing a suite of translations in this digital supplement of the Journal of Neurosurgery , the authors hope to increase the reach and breadth of QOL research and facilitate international collaborations.
Simplified Chinese translation of the Mayo Clinic Vestibular Schwannoma Quality of Life Index
Carlson, Matthew L., Lohse, Christine M. , Arnold, Benjamin , Tombers, Nicole M. , McCaslin, Devin L. , Saoji, Aniket A. , Hutchins, Melanie, Yost, Kathleen J. , Link, Michael J. , Carlson, Matthew L.

Journal of Neurosurgery | April 1, 2025 | Volume: 142 | Issue: Suppl | Pages: S3

10.3171/2024.11.jns242318 Get It

The authors developed a new disease-specific patient-reported outcome measure to capture the multifaceted impacts of vestibular schwannoma on daily life, the Vestibular Schwannoma Quality of Life (VSQOL) Index, which contains 40 items grouped into eight categories: hearing problems; dizziness and imbalance; pain, discomfort, and tinnitus; problems with face or eyes; impact on physical, emotional, and social well-being; difficulty with thinking and memory; satisfaction or regret; and impact on employment. 1 The VSQOL Index was developed in English, although the availability of this instrument in other languages can improve access to quality of life (QOL) research worldwide with enhanced racial, ethnic, and geographic representation. The authors partnered with FACITtrans, a component of the Functional Assessment of Chronic Illness Therapy (FACIT) group with more than 25 years of experience in translation, cultural adaptation, and linguistic validation of patient-reported outcome measures, to translate the VSQOL Index to Simplified Chinese using a rigorous translation methodology. 2–5 The translation of the VSQOL Index presented at the end of this article may be used for noncommercial research, clinical, or educational purposes without seeking written permission from the authors. By providing a suite of translations in this digital supplement of the Journal of Neurosurgery , the authors hope to increase the reach and breadth of QOL research and facilitate international collaborations.
Arabic translation of the Mayo Clinic Vestibular Schwannoma Quality of Life Index
Carlson, Matthew L., Lohse, Christine M. , Arnold, Benjamin , Tombers, Nicole M. , McCaslin, Devin L. , Saoji, Aniket A. , Hutchins, Melanie, Yost, Kathleen J. , Link, Michael J. , Carlson, Matthew L.

Journal of Neurosurgery | April 1, 2025 | Volume: 142 | Issue: Suppl | Pages: S6

10.3171/2024.11.jns242323 Get It

The authors developed a new disease-specific patient-reported outcome measure to capture the multifaceted impacts of vestibular schwannoma on daily life, the Vestibular Schwannoma Quality of Life (VSQOL) Index, which contains 40 items grouped into eight categories: hearing problems; dizziness and imbalance; pain, discomfort, and tinnitus; problems with face or eyes; impact on physical, emotional, and social well-being; difficulty with thinking and memory; satisfaction or regret; and impact on employment. 1 The VSQOL Index was developed in English, although the availability of this instrument in other languages can improve access to quality of life (QOL) research worldwide with enhanced racial, ethnic, and geographic representation. The authors partnered with FACITtrans, a component of the Functional Assessment of Chronic Illness Therapy (FACIT) group with more than 25 years of experience in translation, cultural adaptation, and linguistic validation of patient-reported outcome measures, to translate the VSQOL Index to Arabic using a rigorous translation methodology. 2–5 The translation of the VSQOL Index presented at the end of this article may be used for noncommercial research, clinical, or educational purposes without seeking written permission from the authors. By providing a suite of translations in this digital supplement of the Journal of Neurosurgery , the authors hope to increase the reach and breadth of QOL research and facilitate international collaborations.
Spanish translation of the Mayo Clinic Vestibular Schwannoma Quality of Life Index
Carlson, Matthew L., Lohse, Christine M. , Arnold, Benjamin , Tombers, Nicole M. , McCaslin, Devin L. , Saoji, Aniket A. , Hutchins, Melanie, Yost, Kathleen J. , Link, Michael J. , Carlson, Matthew L.

Journal of Neurosurgery | April 1, 2025 | Volume: 142 | Issue: Suppl | Pages: S4

10.3171/2024.11.jns242319 Get It

The authors developed a new disease-specific patient-reported outcome measure to capture the multifaceted impacts of vestibular schwannoma on daily life, the Vestibular Schwannoma Quality of Life (VSQOL) Index, which contains 40 items grouped into eight categories: hearing problems; dizziness and imbalance; pain, discomfort, and tinnitus; problems with face or eyes; impact on physical, emotional, and social well-being; difficulty with thinking and memory; satisfaction or regret; and impact on employment. 1 The VSQOL Index was developed in English, although the availability of this instrument in other languages can improve access to quality of life (QOL) research worldwide with enhanced racial, ethnic, and geographic representation. The authors partnered with FACITtrans, a component of the Functional Assessment of Chronic Illness Therapy (FACIT) group with more than 25 years of experience in translation, cultural adaptation, and linguistic validation of patient-reported outcome measures, to translate the VSQOL Index to Spanish using a rigorous translation methodology. 2–5 The translation of the VSQOL Index presented at the end of this article may be used for noncommercial research, clinical, or educational purposes without seeking written permission from the authors. By providing a suite of translations in this digital supplement of the Journal of Neurosurgery , the authors hope to increase the reach and breadth of QOL research and facilitate international collaborations.