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Kalmanson O, Olson M, Ovard O, Freeman L, Ung TH, Hogan E, Cass S, Youssef AS, Gubbels S. Factors Affecting Speech Discrimination After Vestibular Schwannoma Resection. Otol Neurotol 2024; 45:e595-e601. [PMID: 39010263 PMCID: PMC11324384 DOI: 10.1097/mao.0000000000004252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
OBJECTIVE Investigate the relationship between word recognition score (WRS) and pure tone average (PTA) after hearing preservation surgery for vestibular schwannomas (VS) as well as evaluate the consistency of hearing classification systems. STUDY DESIGN A retrospective chart review was performed. SETTING This study included patients from a single academic tertiary referral hospital. PATIENTS Patients with VS and serviceable hearing who underwent hearing preservation surgery 2014-2023. Patients excluded for neurofibromatosis 2 and lacking pre/postop audiograms. INTERVENTIONS All patients underwent resection of vestibular schwannoma. MAIN OUTCOME MEASURES Pre/postop WRS, PTA, and AAO-HNS, Gardner-Robertson (GR), and WRS Class (WRSC) hearing classifications. RESULTS Seventy-five patients were included. Average preop and postop PTA and WRS were 26 ± 12 dB, 79 ± 39 dB, 92 ± 12%, and 33 ± 43%, respectively. Postop PTAs were distributed along the complete testable decibel range, while the postop WRS displayed a bimodal distribution, with WRS >50% or <20%. Worsening intraop ABR changes were significantly associated with poorer hearing outcomes ( p = 0.005). With increasing Koos grades, intraop ABRs were significantly more likely to exhibit changes ( p = 0.005). AAO-HNS and GR classified patients nearly identically, while the WRSC resulted in more class I and fewer class II. The cutoff of serviceable hearing was comparable across all classification systems. CONCLUSIONS Effects on the brainstem component of Koos 3-4 tumors may particularly disturb speech processing. This effect seems amplified by surgical dissection. AAO-HNS, GR, and WRSC hearing classifications are comparable in describing serviceable hearing in vestibular schwannoma patients.
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Affiliation(s)
- Olivia Kalmanson
- Department of Otolaryngology-Head and Neck Surgery, The University of Colorado School of Medicine
| | | | - Olivia Ovard
- University of Colorado Anschutz Medical Campus, The Cancer Center
| | - Lindsey Freeman
- Department of Neurosurgery, The University of Colorado School of Medicine, Aurora, CO
| | - Timothy H Ung
- Department of Neurosurgery, The University of Colorado School of Medicine, Aurora, CO
| | - Elizabeth Hogan
- Department of Neurosurgery, The University of Colorado School of Medicine, Aurora, CO
| | - Stephen Cass
- Department of Otolaryngology-Head and Neck Surgery, The University of Colorado School of Medicine
| | - A Samy Youssef
- Department of Neurosurgery, The University of Colorado School of Medicine, Aurora, CO
| | - Samuel Gubbels
- Department of Otolaryngology-Head and Neck Surgery, The University of Colorado School of Medicine
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Pontillo V, Foscolo V, Salonna F, Barbara F, Bozzi MT, Messina R, Signorelli F, Quaranta NAA. Hearing preservation surgery for vestibular schwannoma: a systematic review and meta-analysis. ACTA OTORHINOLARYNGOLOGICA ITALICA : ORGANO UFFICIALE DELLA SOCIETA ITALIANA DI OTORINOLARINGOLOGIA E CHIRURGIA CERVICO-FACCIALE 2024; 44:S86-S93. [PMID: 38745520 PMCID: PMC11098544 DOI: 10.14639/0392-100x-suppl.1-44-2024-n2900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 01/31/2024] [Indexed: 05/16/2024]
Abstract
The aim of this systematic review is to analyse the role of hearing preservation surgery for vestibular schwannoma. The complications and hearing outcomes of the single surgical techniques were investigated and compared with those of less invasive strategies, such as stereotactic radiotherapy and wait and scan policy. This systematic review and meta-analysis was performed according to the PRISMA guidelines. All included studies were published in English between 2000 and 2022. Literature data show that hearing preservation is achieved in less than 25% of patients after surgery and in approximately half of cases after stereotactic radiotherapy, even if data on long-term preservation are currently not available.
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Affiliation(s)
- Vito Pontillo
- Otolaryngology Unit, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
| | - Valentina Foscolo
- Otolaryngology Unit, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
| | - Francesco Salonna
- Otolaryngology Unit, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
| | - Francesco Barbara
- Otolaryngology Unit, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
| | - Maria Teresa Bozzi
- Division of Neurosurgery, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
| | - Raffaella Messina
- Division of Neurosurgery, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
| | - Francesco Signorelli
- Division of Neurosurgery, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
| | - Nicola Antonio Adolfo Quaranta
- Otolaryngology Unit, Department of Translational Biomedicine and Neurosciences (DiBraiN), University “Aldo Moro” of Bari, Bari, Italy
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Killeen DE, Marinelli JP, Lohse CM, Lees KA, Link MJ, Carlson ML, Hunter JB. Comparing Linear and Volumetric Tumor Measurements During Observation of Growing Sporadic Vestibular Schwannomas. Otolaryngol Head Neck Surg 2023; 169:633-641. [PMID: 36758946 DOI: 10.1002/ohn.290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 01/04/2023] [Accepted: 01/21/2023] [Indexed: 02/11/2023]
Abstract
OBJECTIVE To assess the correlation between linear and volumetric changes in vestibular schwannomas (VS). STUDY DESIGN Retrospective imaging review was performed on patients diagnosed with sporadic VS from 2000 to 2019 who demonstrated linear growth on observation with serial magnetic resonance imaging (MRI). SETTING Two large tertiary care centers. METHODS Changes in diameter on serial MRI scans, measured by 1995 American Academy of Otolaryngology-Head and Neck Surgery guidelines, were compared to changes in volume, calculated by segmentation. RESULTS Ninety-two patients had VS confined to the internal auditory canal (IAC) with 236 MRIs analyzed, and 108 patients had VS involving the cerebellopontine angle (CPA) with 193 MRIs analyzed. The Spearman rank correlation coefficients between changes in diameter and volume for IAC and CPA tumors were 0.43 (p < .001) and 0.65 (p < .001), respectively. Linear diameter increases of 1 to <2 mm corresponded to a median volume change of 32% (interquartile range [IQR]: 6%-86%) for IAC tumors, compared to 23% (IQR: 13%-40%) for CPA tumors. Linear diameter increases of 2 to <3 mm (ie, the minimum linear diameter change classically considered "true growth") corresponded to a median volume change of 42% (IQR: 23%-100%) and 47% (IQR: 26%-69%) for IAC and CPA tumors, respectively. CONCLUSION Changes in linear diameter significantly correlated with changes in volume for IAC and CPA tumors, although diameter changes that did not meet the definition of linear growth (<2 mm) had corresponding median volume changes in excess of 20% for both IAC and CPA tumors.
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Affiliation(s)
- Daniel E Killeen
- Department of Otolaryngology-Head & Neck Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - John P Marinelli
- Department of Otolaryngology-Head and Neck Surgery, San Antonio Uniformed Services Health Education Consortium, San Antonio, Texas, USA
| | - Christine M Lohse
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Katherine A Lees
- Department of Otolaryngology-Head and Neck Surgery, University of Texas Medical Branch, Galveston, Texas, USA
| | - Michael J Link
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Matthew L Carlson
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Jacob B Hunter
- Department of Otolaryngology-Head and Neck Surgery, University of Texas Southwestern, Dallas, Texas, USA
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Concheri S, Deretti A, Tealdo G, Zanoletti E. Prognostic Factors for Hearing Preservation Surgery in Small Vestibular Schwannoma. Audiol Res 2023; 13:473-483. [PMID: 37489378 PMCID: PMC10366768 DOI: 10.3390/audiolres13040042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 04/11/2023] [Accepted: 06/27/2023] [Indexed: 07/26/2023] Open
Abstract
OBJECTIVE to evaluate recent contributions to the literature on prognostic factors of hearing preservation in small vestibular schwannoma microsurgery. METHODS review of the most recent studies. RESULTS factors such as tumor size, preoperative hearing status, tumor growth rate, tumor origin, surgical approach, radiological characteristics, results of preoperative neurophysiological tests, preoperative symptoms and demographic features have been investigated and some of them reported to be significant in the prediction of hearing preservation. CONCLUSIONS tumor size and preoperative hearing status are the most impactful factors and play a key role in patient selection for hearing preservation surgery. Other features such as fundal extension, tumor origin and impaired ABR could have prognostic value on hearing preservation. Tumor growth rate, preoperative impedance, cVEMPs and age have also recently been found to be significant, but more studies are needed. The role of preoperative tinnitus, vertigo and gender is lacking and controversial, whereas the differences between available surgical approaches have been smoothed out in recent years.
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Affiliation(s)
- Stefano Concheri
- Section of Otorhinolaryngology-Head and Neck Surgery, Department of Neurosciences, University of Padova, 35128 Padova, Italy
| | - Alessandra Deretti
- Section of Otorhinolaryngology-Head and Neck Surgery, Department of Neurosciences, University of Padova, 35128 Padova, Italy
| | - Giulia Tealdo
- Section of Otorhinolaryngology-Head and Neck Surgery, Department of Neurosciences, University of Padova, 35128 Padova, Italy
| | - Elisabetta Zanoletti
- Section of Otorhinolaryngology-Head and Neck Surgery, Department of Neurosciences, University of Padova, 35128 Padova, Italy
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Yang C. Prediction of hearing preservation after acoustic neuroma surgery based on SMOTE-XGBoost. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023; 20:10757-10772. [PMID: 37322959 DOI: 10.3934/mbe.2023477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Prior to the surgical removal of an acoustic neuroma, the majority of patients anticipate that their hearing will be preserved to the greatest possible extent following surgery. This paper proposes a postoperative hearing preservation prediction model for the characteristics of class-imbalanced hospital real data based on the extreme gradient boost tree (XGBoost). In order to eliminate sample imbalance, the synthetic minority oversampling technique (SMOTE) is applied to increase the number of underclass samples in the data. Multiple machine learning models are also used for the accurate prediction of surgical hearing preservation in acoustic neuroma patients. In comparison to research results from existing literature, the experimental results found the model proposed in this paper to be superior. In summary, the method this paper proposes can make a significant contribution to the development of personalized preoperative diagnosis and treatment plans for patients, leading to effective judgment for the hearing retention of patients with acoustic neuroma following surgery, a simplified long medical treatment process and saved medical resources.
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Affiliation(s)
- Cenyi Yang
- School of Mathematics and Statistics, Central South University, Changsha 410083, China
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Abstract
OBJECTIVE This study aimed to assess the durability of audiological outcomes after radiation and surgery in the management of vestibular schwannoma. STUDY DESIGN Retrospective review. SETTING Tertiary academic center. PATIENTS Adults with sporadic vestibular schwannoma and serviceable hearing at the time of intervention. INTERVENTIONS Gamma Knife, middle cranial fossa, or retrosigmoid approaches. MAIN OUTCOME MEASURES Pure-tone audiometry and speech discrimination scores. RESULTS Postintervention serviceable hearing (class A/B) was preserved in 70.4% (n = 130; mean follow-up, 3.31 yr; range, 0-15.25 yr). Of the 49 patients treated with radiation, 19 (39.6%) had serviceable hearing at last follow-up, compared with 38 (46.9% of 81) who underwent retrosigmoid (n = 36 [44.4%]) and middle cranial fossa (n = 45 [55.6%]) approaches (odds ratio [OR], 1.40; 95% confidence interval [CI], 0.67-2.82; p = 0.47). A matched analysis by age, tumor volume, and preintervention hearing (n = 38) also found no difference in hearing preservation (HP) likelihood between surgery and radiation (OR, 2.33; 95% CI, 0.24-35.91; p = 0.59). After initial HP, 4 (9.5%) surgical versus 10 (37.0%) radiated patients subsequently lost residual serviceable (A/B) hearing (OR, 0.18; 95% CI, 0.06-0.69; p = 0.01) at a mean 3.74 ± 3.58 and 4.73 ± 3.83 years after surgery and radiation, respectively. Overall, 5- and 10-year HP rates (A/B) after initially successful HP surgery were 84.4 and 63.0%, respectively. However, survival estimates declined to 48.9% at 5 years and 32.7% at 10 years when patients with immediate postoperative serviceable hearing loss were also included, which were comparable to radiation-HP rates at 5 and 10 years of 28.0 and 14.2%, respectively ( p = 0.75). CONCLUSIONS After vestibular schwannoma intervention, overall HP was similar between radiated and surgical cohorts. However, when successful, surgical approaches offered more durable hearing outcomes at long-term follow-up.
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Wallerius KP, Macielak RJ, Lawlor SK, Lohse CM, Neff BA, Van Gompel JJ, Driscoll CLW, Link MJ, Carlson ML. Hearing Preservation Microsurgery in Vestibular Schwannomas: Worth Attempting in "Larger" Tumors? Laryngoscope 2021; 132:1657-1664. [PMID: 34854492 DOI: 10.1002/lary.29968] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 11/19/2021] [Accepted: 11/23/2021] [Indexed: 02/01/2023]
Abstract
OBJECTIVES/HYPOTHESIS To review hearing preservation after microsurgical resection of sporadic vestibular schwannomas according to tumor size. STUDY DESIGN Retrospective cohort. METHODS Baseline, intraoperative, and postoperative patient and tumor characteristics were retrospectively collected for a cohort who underwent hearing preservation microsurgery. Serviceable hearing was defined by a pure tone average ≤50 dB and word recognition score ≥50%. RESULTS A total of 243 patients had serviceable hearing preoperatively. Fifty (21%) tumors were confined to the internal auditory canal, and the median tumor size was 16.2 mm (interquartile range [IQR] 11.3-23.2) for tumors with cerebellopontine angle extension. Serviceable hearing was maintained in 64% of patients with tumors confined to the internal auditory canal, 28% with cerebellopontine angle extension <15 mm, and 9% with cerebellopontine angle extension ≥15 mm. On multivariable analysis, the odds ratios of acquiring nonserviceable hearing postoperatively for tumors extending <15 mm and ≥15 mm into the cerebellopontine angle were 5.75 (95% confidence interval [CI] 2.13-15.53; P < .001) and 22.11 (95% CI 7.04-69.42; P < .001), respectively, compared with intracanalicular tumors. CONCLUSIONS The strongest predictor of hearing preservation with microsurgery after multivariable adjustment is tumor size. Approximately 10% of patients with tumors ≥15 mm of cerebellopontine angle extension will retain serviceable hearing after microsurgery. Furthermore, hearing preservation techniques offer cochlear nerve preservation and cochlear patency allowing for possible future cochlear implantation. An attempt at hearing preservation, including avoiding surgical approaches that necessarily sacrifice hearing, is worthwhile even in larger tumors if serviceable hearing is present preoperatively. LEVEL OF EVIDENCE IV Laryngoscope, 2021.
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Affiliation(s)
- Katherine P Wallerius
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Robert J Macielak
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Skye K Lawlor
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Christine M Lohse
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Brian A Neff
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A.,Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Jamie J Van Gompel
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A.,Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Colin L W Driscoll
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A.,Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Michael J Link
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A.,Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
| | - Matthew L Carlson
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A.,Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, U.S.A
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Li SW, Zhang J, Tang HL, Li P, Wang B, Zhao F, Liu PN. Establishment of nomograms for the prediction of useful hearing loss in patients with neurofibromatosis type 2. J Neurooncol 2021; 155:373-381. [PMID: 34751884 DOI: 10.1007/s11060-021-03889-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 10/28/2021] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Treatment for vestibular schwannoma (VS) in patients with neurofibromatosis type 2 (NF2) is extremely challenging due to the high risk of hearing loss. The aim of this study was to develop nomograms for the prediction of useful hearing loss in patients with NF2. METHODS The nomogram was based on a retrospective study of 111 NF2 patients who underwent resection of large VS (> 2 cm) at Beijing Tiantan Hospital between 2011 and 2018. The utility of the proposed nomogram models was evaluated by receiver operating characteristic (ROC) curve, area under ROC curve (AUC), and calibration curve. The results were validated using a prospective cohort study on 33 patients consecutively enrolled at the same institution from 2019 to 2021. RESULTS On multivariate analysis of the primary cohort, large tumour size (> 3 cm) and long duration of symptoms (> 24 months) were independent risk factors for preoperative useful hearing loss (AAO-HNS Class D) (P = 0.001 and P = 0.011, respectively), while large tumour size (> 3 cm), poor hearing (Class C), and lobular growth were significantly related to postoperative useful hearing loss (P < 0.001, P = 0.031 and P = 0.033, respectively). Factors derived from multivariable analysis were all assembled into the nomogram. The calibration curve for probability of hearing loss showed good agreement between predictions by nomogram models and actual observation. The ROC curves showed good predictive accuracy of the nomogram models in both cohorts (AUC: 0.708 to 0.951). CONCLUSION The proposed nomograms resulted in accurate predictions of hearing outcomes for patients with NF2.
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Affiliation(s)
- Shi-Wei Li
- Department of Neural Reconstruction, Beijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Neurosurgical Department, Beijing TianTan Hospital, Capital Medical University, Beijing, China
| | - Jing Zhang
- Department of Neural Reconstruction, Beijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Han-Lu Tang
- Neurosurgical Department, Beijing TianTan Hospital, Capital Medical University, Beijing, China
| | - Peng Li
- Neurosurgical Department, Beijing TianTan Hospital, Capital Medical University, Beijing, China
| | - Bo Wang
- Neurosurgical Department, Beijing TianTan Hospital, Capital Medical University, Beijing, China
| | - Fu Zhao
- Department of Neural Reconstruction, Beijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
- Neurosurgical Department, Beijing TianTan Hospital, Capital Medical University, Beijing, China.
| | - Pi-Nan Liu
- Department of Neural Reconstruction, Beijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
- Neurosurgical Department, Beijing TianTan Hospital, Capital Medical University, Beijing, China.
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