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Koyama H. Machine learning application in otology. Auris Nasus Larynx 2024; 51:666-673. [PMID: 38704894 DOI: 10.1016/j.anl.2024.04.003] [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: 12/07/2023] [Revised: 03/13/2024] [Accepted: 04/02/2024] [Indexed: 05/07/2024]
Abstract
This review presents a comprehensive history of Artificial Intelligence (AI) in the context of the revolutionary application of machine learning (ML) to medical research and clinical utilization, particularly for the benefit of researchers interested in the application of ML in otology. To this end, we discuss the key components of ML-input, output, and algorithms. In particular, some representation algorithms commonly used in medical research are discussed. Subsequently, we review ML applications in otology research, including diagnosis, influential identification, and surgical outcome prediction. In the context of surgical outcome prediction, specific surgical treatments, including cochlear implantation, active middle ear implantation, tympanoplasty, and vestibular schwannoma resection, are considered. Finally, we highlight the obstacles and challenges that need to be overcome in future research.
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Affiliation(s)
- Hajime Koyama
- Department of Otorhinolaryngology and Head and Neck Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
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Hota BP, Behera SK, Karakkandy V, Chappity P. Outcome of cochlear implantation in a case of cochlear aplasia with cochlear nerve deficiency. BMJ Case Rep 2023; 16:e253079. [PMID: 37591623 PMCID: PMC10441050 DOI: 10.1136/bcr-2022-253079] [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] [Indexed: 08/19/2023] Open
Abstract
Cochlear nerve deficiency in cochlear aplasia is a contraindication for cochlear implantation (CI) anticipating poor auditory response. Few authors have reported auditory outcomes even without nerves following CI. This study outlines the audiological outcomes of a patient in early childhood with cochlear aplasia and cochlear nerve deficiency who underwent CI. Auditory and speech-language development were assessed using the Categories of Auditory Performance (CAP) scale, Speech Intelligibility Rating (SIR) scale and Ling-6 sound test; at the time of switch-on, after 6 and 12 months of auditory verbal therapy. Significant differences across CAP, SIR and Ling-6 sound detection scores were noted, with the highest mean scores at the 12th-month postimplantation, indicating substantial improvement in auditory and speech-language skills. In cochlear aplasia cases, residual cochlear elements and nerve fibres cannot be ruled out. Our report emphasises the need for research, as this has the potential to impact the existing guidelines for CI candidacy.
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Kuzovkov VE, Sugarova SB, Koroleva IV, Korneva YS, Lilenko AS, Tanaschishina VA. [Prospects for cochlear implantation in patients with auditory nerve dysplasia]. Vestn Otorinolaringol 2023; 88:66-72. [PMID: 37767593 DOI: 10.17116/otorino20228804166] [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] [Indexed: 09/29/2023]
Abstract
Auditory nerve dysplasia (AND) can encompass various conditions of the auditory nerve (AN), ranging from true aplasia to hypoplasia. The purpose of this review is to discuss the prospect of cochlear implantation (CI) and subsequent auditory speech rehabilitation for AN abnormality. Studies of different authors when working with this category of children, possible results and methods of diagnostics of the AN condition are presented.
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Affiliation(s)
- V E Kuzovkov
- Saint-Petersburg Research Institute of Ear, Throat, Nose and Speech the Ministry of Health Russian Federation, St. Petersburg, Russia
| | - S B Sugarova
- Saint-Petersburg Research Institute of Ear, Throat, Nose and Speech the Ministry of Health Russian Federation, St. Petersburg, Russia
| | - I V Koroleva
- Saint-Petersburg Research Institute of Ear, Throat, Nose and Speech the Ministry of Health Russian Federation, St. Petersburg, Russia
| | - Yu S Korneva
- Saint-Petersburg Research Institute of Ear, Throat, Nose and Speech the Ministry of Health Russian Federation, St. Petersburg, Russia
| | - A S Lilenko
- Saint-Petersburg Research Institute of Ear, Throat, Nose and Speech the Ministry of Health Russian Federation, St. Petersburg, Russia
| | - V A Tanaschishina
- Saint-Petersburg Research Institute of Ear, Throat, Nose and Speech the Ministry of Health Russian Federation, St. Petersburg, Russia
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Ren C, Lin Y, Xu Z, Fan X, Zhang X, Zha D. Audiological characteristics and cochlear implant outcome in children with cochlear nerve deficiency. Front Neurol 2022; 13:1080381. [PMID: 36619922 PMCID: PMC9813738 DOI: 10.3389/fneur.2022.1080381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 11/29/2022] [Indexed: 12/24/2022] Open
Abstract
Objectives This study aimed to examine the audiological characteristics and validity of predicting outcomes of cochlear implants (CIs) in children with cochlear nerve deficiency (CND) based on the internal auditory meatus (IAM) nerve grading system. Methods The audiological characteristics of 188 ears in 105 children diagnosed with CND were analyzed based on the IAM nerve grading system. In addition, 42 children with CND who underwent CI were also divided into four groups based on the system, and their auditory and speech performance at baseline (preoperative) and 6, 12, and 24 months after CI were analyzed and compared with those of the control group (n = 24) with a normal cochlear nerve (CN) and CI. Results The audiological test results showed no significant differences among the four CND groups in terms of elicited rates of distortion product otoacoustic emission (DPOAE) (p = 1.000), auditory brainstem response (ABR) (p = 0.611), and cochlear microphonic (CM) (p = 0.167). Hearing in the CND IV group was significantly better than that in the CND I group (p < 0.05). In children with CI, the auditory and speech performance of the control group was significantly higher than all CND groups from 6 to 24 months (p < 0.05) and 12 to 24 months (p < 0.05), respectively. Meanwhile, there were no significant differences between each pair group in the four CND groups (p > 0.05). Conclusion Children with CND, including those in whom the CN was not visualized by MRI, can benefit from CI. Additionally, the IAM nerve grading system could not predict the outcomes of CI in children with CND.
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Degirmenci Uzun E, Batuk MO, D'Alessandro HD, Sennaroglu G. Auditory perception in pediatric cochlear implant users with cochlear nerve hypoplasia. Int J Pediatr Otorhinolaryngol 2022; 160:111248. [PMID: 35870254 DOI: 10.1016/j.ijporl.2022.111248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 07/10/2022] [Accepted: 07/14/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVES The objectives of this study were to assess auditory perception and speech intelligibility outcomes in children with cochlear nerve (CN) hypoplasia who received cochlear implants (CIs) using Categories of Auditory Performance II (CAP II) and Speech Intelligibility Rating (SIR) scales. METHODS In total, 40 children who received CI and who were aged between 3 and 18 years were included in this study. The study group included 20 children with CN hypoplasia at least one ear, while the control group included 20 children with normal cochleas and cochlear nerve structures. All children in the study and control groups who participated were evaluated using the CAP II and the SIR scale. Demographic data were collected. RESULTS Significant differences were found between the study and control groups' CAP II and SIR scores (p < 0.001). It was found that CAP II scores were positively correlated with SIR scores in the study (r = 0.743, p < 0.001) and control (r = 0.601, p < 0.001) groups. In the study group, significant negative correlations were found between SIR scores and age at implantation (r = -0.674, p = 0.004) and between CAP II scores and age at implantation (r = 0.751, p = 0.003). In the control group, a significant negative correlation was found between age at implantation and CAP II scores (r = -0.805, p = 0.001). Similarly, a significant negative correlation was found between age at implantation and SIR scores (r = -0.702, p = 0.007). CONCLUSION Even for children with severe inner ear malformation and CN hypoplasia, CI is an effective treatment modality for auditory perception and speech production. However, it should be noted that CN hypoplasia affects auditory performance negatively in children with CI.
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Affiliation(s)
- Erva Degirmenci Uzun
- Department of Audiology, Faculty of Health Science, Izmir Bakircay University, Izmir, Turkey.
| | - Merve Ozbal Batuk
- Department of Audiology, Faculty of Health Science, Hacettepe University, Ankara, Turkey
| | | | - Gonca Sennaroglu
- Department of Audiology, Faculty of Health Science, Hacettepe University, Ankara, Turkey
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Yang FJ, Yeh LL, Wu CM. Prognostic Factors for Communication Improvement in Young Children After Cochlear Implant Surgery. Otol Neurotol 2021; 42:390-395. [PMID: 33278247 DOI: 10.1097/mao.0000000000002922] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Our objective was to examine the prognostic factors for post-cochlear implant (CI) communication improvement and determine whether the otologist's and speech-language pathologist's (SLP's) recommendations exhibited the same predictive performance regarding children's post-CI verbal expression acquisition. STUDY DESIGN Retrospective, diagnostic study. SETTING Hospital. PATIENTS The study reviewed 339 medical charts of preschool children who underwent CI surgery before the age of 6 years during 1999 to 2016. After these medical charts were assessed, the cohort comprised of 79 preschool children with pre- and post-CI surgery speech-language assessment reports and medical records. INTERVENTION A senior SLP and an otologist conducted blind testing of CI candidacy according to the 79 children's pre-CI reports. MAIN OUTCOME MEASURES Spoken mean length of utterance (MLU). RESULTS Children with superior skills in comprehending facial and gesture expressions or using gestures or sounds for expression were significantly more likely to receive the SLP's recommendation for CI surgery. The SLP's CI candidacy recommendation, based on background information, communication skill assessments, and magnetic resonance imaging (provided by an otologist), had significant predictive effects. Children recommended by the SLP exhibited a 20 times higher probability of benefiting from CI surgery; such a benefit would be a longer MLU after 2 years. CONCLUSION CI candidacy testing for young children with prelingual hearing impairment based on a SLP's recommendations provided significant predictive effects. LEVEL OF EVIDENCE 4 (Evidence from well-designed case-control or cohort studies).
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Affiliation(s)
- Fang-Jane Yang
- Department of Otolaryngology, Chang-Gung Memorial Hospital, Linkou, Taiwan
| | - Li-Li Yeh
- Department of Audiology and Speech-Language Pathology, Mackay Medical College, New Taipei City, Taiwan
| | - Che-Ming Wu
- Department of Otolaryngology, Chang-Gung Memorial Hospital, Linkou, Taiwan
- Department of Otolaryngology, Chang-Gung Memorial Hospital, Chang-Gung University, Linkou, Taiwan
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Simultaneous Cochlear and Auditory Brainstem Implantation in Children With Severe Inner Ear Malformations: Initial Surgical and Audiological Results. Otol Neurotol 2020; 41:625-630. [PMID: 32150015 DOI: 10.1097/mao.0000000000002595] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To report the initial surgical and audiological outcomes of three pediatric patients with severe inner ear malformations who were simultaneously implanted with cochlear and brainstem implants in the same surgical session. STUDY DESIGN Retrospective case review. SETTING Tertiary referral center. PATIENTS Three pediatric patients with severe inner ear malformations between ages of 1.9 to 2.5 years, who were simultaneously implanted with cochlear implant in one ear and auditory brainstem implant in the other ear. INTERVENTION(S) Simultaneous application of cochlar implant in one ear, auditory brainstem implant in the other ear. MAIN OUTCOME MEASURES Free field thresholds with cochlear and brainstem implants. Surgical issues are also discussed. RESULTS The study is descriptive in nature. Free field thresholds with each device alone and together showed good progress. One of the patients had slower progress possibly due to comorbid CHARGE syndrome. CONCLUSIONS The results showed good progress in terms of audition with both devices. Simultaneous cochlear and brainstem application serves as a remedy for pediatric patients who are candidates for cochlear implant on one side and brainstem implant on the other side. With this simultaneous application precious time for auditory development is not lost.
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Hearing Restoration in Cochlear Nerve Deficiency: the Choice Between Cochlear Implant or Auditory Brainstem Implant, a Meta-analysis. Otol Neurotol 2019; 39:428-437. [PMID: 29494474 DOI: 10.1097/mao.0000000000001727] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To answer the dilemma clinician's face when deciding between cochlear implant (CI) and auditory brainstem implant (ABI) treatment options in patients with cochlear nerve deficiency (CND). STUDY DESIGN Case study supplemented with literature review and meta-analysis. SETTING Tertiary referral center. PATIENT(S) Child with CHARGE syndrome and congenital deafness. INTERVENTION(S) ABI as there was no benefit after bilateral cochlear implantation. MAIN OUTCOME MEASURES Speech and language development, quality of life. RESULTS In one ear the cochleovestibular nerve was present on magnetic resonance imaging (MRI) without preoperative ABR responses. In the contra lateral ear the nerve could not be identified, despite present ABR responses. Nevertheless, there was no positive outcome with CI. The patient had improved speech and language and quality of life with ABI. Of the 108 patients with CND and CI identified in the literature review, 25% attained open-set speech perception, 34% attained closed-set speech perception, and 41% detected sounds or less. The appearance of the cochlear nerve on MRI was a useful predictor of success, with cochlear nerve aplasia on MRI associated with a smaller chance of a positive outcome post cochlear implantation compared with patients with cochlear nerve hypoplasia. CONCLUSION Although patients with (apparent) cochlear nerve aplasia are less likely to benefit from CI, CI before ABI is supported as some patients attain closed or open-set levels of speech perception after cochlear implantation.
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A Predictive Model for Cochlear Implant Outcome in Children with Cochlear Nerve Deficiency. Sci Rep 2019; 9:1154. [PMID: 30718613 PMCID: PMC6362156 DOI: 10.1038/s41598-018-37014-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 11/07/2018] [Indexed: 11/21/2022] Open
Abstract
The outcome of cochlear implantation (CI) in patients with cochlear nerve deficiency (CND) is variable, resulting in a wide range of speech perception performance, from degrees of environmental sound perception to conversation without lip-reading. Twenty-five cochlear implantees with CND were enrolled retrospectively to determine the factors correlated with CI outcome in patients with CND and to develop a predictive model for CI outcome. CI outcome was evaluated using the Categories of Auditory Performance (CAP) score at 2 years after CI. Patients with negative auditory brainstem response (ABR) showed a significantly lower CAP score than those with positive ABR (2.5 ± 1.7, 4.8 ± 0.7; p = 0.001). The area ratio of vestibulocochlear nerve (VCN) to facial nerve (FN) at the cerebellopontine angle on magnetic resonance images was positively correlated with CI outcome (p < 0.001). With multiple regression analysis, a predictive equation accounting for 66% of variance of CAP score at 2 years after CI was \documentclass[12pt]{minimal}
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\begin{document}$${\bf{deduced}}:{\bf{CAP}}\,{\bf{score}}{\boldsymbol{=}}{\bf{0.7}}{\boldsymbol{+}}{\bf{1.9}}{\boldsymbol{\ast }}{\boldsymbol{(}}{\bf{ABR}}{\boldsymbol{)}}{\boldsymbol{+}}{\bf{1.2}}{\boldsymbol{\ast }}(\frac{{\boldsymbol{V}}{\boldsymbol{C}}{\boldsymbol{N}}}{{\boldsymbol{F}}{\boldsymbol{N}}})$$\end{document}deduced:CAPscore=0.7+1.9∗(ABR)+1.2∗(VCNFN). We found that preoperative ABR and area ratio of VCN to FN at the cerebellopontine angle could predict CI outcome in patients with CND. Preoperative counselling based on our predictive model might be helpful to determine treatment modality for auditory rehabilitation and which ear to implant.
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Appropriate Imaging Modality for the Etiologic Diagnosis of Congenital Single-Sided Deafness in Children. J Clin Med 2018; 7:jcm7120515. [PMID: 30518098 PMCID: PMC6306910 DOI: 10.3390/jcm7120515] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 11/16/2018] [Accepted: 11/29/2018] [Indexed: 12/13/2022] Open
Abstract
We aimed to compare the diagnostic yield between temporal bone computed tomography (TBCT) and internal auditory canal MRI (IAC MRI) for the etiologic diagnosis of children with congenital single-sided deafness (SSD) and the evaluation of cochlear implant (CI) candidacy. In the original cohort, 24 subjects with congenital SSD were enrolled and underwent both TBCT and IAC MRI. We recruited an additional 22 consecutive infants with congenital SSD (the supplementary cohort) and evaluated in particular the cochlear nerve (CN) integrity using IAC MRI. Cochlear nerve deficiency (CND) was classified as ‘absent’, ‘small’, and ‘indeterminate’ via mutual comparison between optical and parameters based on the MRI results. The most common etiologies were CND in the original cohort (19 out of 24). Notably, accurate evaluations of CN status (‘small CN’ = 2, ‘indeterminate CN’ = 2), inner ear malformations, and brain abnormalities were possible only with MRI. The ‘indeterminate CN’ tended to be more frequently detected in SSD ears than in unaffected ears. MRI appeared to be more accurate than TBCT in a meticulous differentiation of CN, which is crucial for the selection of appropriate CI candidacy among congenital SSD children. Additionally, we introduced the novel concept of ‘indeterminate CN’, of which the causal relationship with SSD awaits confirmation.
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Fisher LM, Martinez AS, Richmond FJ, Krieger MD, Wilkinson EP, Eisenberg LS. Assessing the Benefit-Risk Profile for Pediatric Implantable Auditory Prostheses. Ther Innov Regul Sci 2018; 52:669-679. [PMID: 29714549 PMCID: PMC5943182 DOI: 10.1177/2168479017741111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 09/25/2017] [Indexed: 11/17/2022]
Abstract
BACKGROUND/AIMS Children with congenital cochleovestibular abnormalities associated with profound hearing loss have few treatment options if cochlear implantation does not yield benefit. An alternative is the auditory brainstem implant (ABI). Regulatory authority device approvals currently include a structured benefit-risk assessment. Such an assessment, for regulatory purposes or to guide clinical decision making, has not been published, to our knowledge, for the ABI and may lead to the design of a research program that incorporates regulatory authority, family, and professional input. METHODS Much structured benefit-risk research has been conducted in the context of drug trials; here we apply this approach to device studies. A qualitative framework organized benefit (speech recognition, parent self-report measures) and risk (surgery- and device-related) information to guide the selection of candidates thought to have potential benefit from ABI. RESULTS Children with cochleovestibular anatomical abnormalities are challenging for appropriate assessment of candidacy for a cochlear implant or an ABI. While the research is still preliminary, children with an ABI appear to slowly obtain benefit over time. A team of professionals, including audiological, occupational, and educational therapy, affords maximum opportunity for benefit. CONCLUSIONS Pediatric patients who have abnormal anatomy and are candidates for an implantable auditory prosthetic require an individualized, multisystems review. The qualitative benefit-risk assessment used here to characterize the condition, the medical need, potential benefits, risks, and risk management strategies has revealed the complex factors involved. After implantation, continued team support for the family during extensive postimplant therapy is needed to develop maximum auditory skill benefit.
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Affiliation(s)
- Laurel M. Fisher
- Rick and Tina Caruso Department of Otolaryngology – Head and Neck Surgery, Keck School of Medicine of University of Southern California, 1540 Alcazar Street, Suite 204, Los Angeles, CA 90033
| | - Amy S. Martinez
- Rick and Tina Caruso Department of Otolaryngology – Head and Neck Surgery, Keck School of Medicine of University of Southern California, 1540 Alcazar Street, Suite 204, Los Angeles, CA 90033
| | - Frances J. Richmond
- USC School of Pharmacy, Department of Regulatory Science, Keck School of Medicine of University of Southern California, 1540 Alcazar Street, CHP 140 Los Angeles, CA 90033
| | - Mark D. Krieger
- Billy and Audrey L. Wilder Endowed Chair in Neurosurgery, Professor of Clinical Neurological Surgery, USC Keck School of Medicine, 4650 Sunset Blvd, Los Angeles, CA 90027
| | - Eric P. Wilkinson
- Huntington Medical Research Institute, 99 N. El Molino Ave, Pasadena, CA 91101
| | - Laurie S. Eisenberg
- Rick and Tina Caruso Department of Otolaryngology – Head and Neck Surgery, Keck School of Medicine of University of Southern California, 1540 Alcazar Street, Suite 204, Los Angeles, CA 90033
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Ehrmann-Müller D, Kühn H, Matthies C, Hagen R, Shehata-Dieler W. Outcomes after cochlear implant provision in children with cochlear nerve hypoplasia or aplasia. Int J Pediatr Otorhinolaryngol 2018; 112:132-140. [PMID: 30055722 DOI: 10.1016/j.ijporl.2018.06.038] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 06/22/2018] [Accepted: 06/23/2018] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Cochlear nerve aplasia or hypoplasia is found in up to a half of patients with unilateral or bilateral hearing loss. There is an ongoing discussion regarding the indication of cochlear implants for hearing rehabilitation in cases with radiologically-defined aplasia or hypoplasia of the cochlear nerve in those patients, especially in children. At present there is conflicting evidence whether the audiological outcomes of those children with a CI are comparable to those of children with a CI and a radiologically-normal cochlear nerve. The primary aim of this study was to assess the audiological abilities before and after CI provision in children with cochlear nerve hypoplasia or aplasia. Additionally, we aimed to determine if audiological outcomes differed in children with aplasia from those with hypoplasia. Such data should be helpful in determining if CI provision is appropriate for such children. METHODS This retrospective study presents 7 children who were diagnosed with cochlear nerve aplasia or hypoplasia and received a CI. The pre- and postoperative audiological performance and the hearing and speech development of the children were examined. RESULTS 4 children were unilateral CI users and 3 were bilateral CI users. Hearing reactions could be detected in all children. Already at first fitting, prompt responses and reactions to songs were observed. The aided thresholds in free field in children with hypoplasia were between 30 and 60 dB. Even in children with aplasia, the results in free field with CI averaged between 30 and 70 dB. Therefore the aided thresholds in children with hypoplasia and in children with aplasia of the CN are similar. It could be demonstrated that hearing reactions improve with the long term use of the implant. Improvement in general development could be observed in all children despite the very heterogeneous conditions and the accompanying handicaps. CONCLUSION The results of this study support the hypothesis that children with radiologically-defined CN hypoplasia or aplasia and detectable responses to electrical or acoustical stimuli can improve their sound detection thresholds and their awareness of sound when provided with a CI.
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Affiliation(s)
- Désirée Ehrmann-Müller
- Department of Otorhinolaryngology, Plastic, Esthetic and Reconstructive Head and Neck Surgery, University of Wuerzburg, Josef-Schneider-Str. 11, 97080 Wuerzburg, Germany.
| | - Heike Kühn
- Department of Otorhinolaryngology, Plastic, Esthetic and Reconstructive Head and Neck Surgery, University of Wuerzburg, Josef-Schneider-Str. 11, 97080 Wuerzburg, Germany
| | - Cordula Matthies
- Department of Neurosurgery, University of Wuerzburg, Josef-Schneider-Str. 11, 97080 Wuerzburg, Germany
| | - Rudolf Hagen
- Department of Otorhinolaryngology, Plastic, Esthetic and Reconstructive Head and Neck Surgery, University of Wuerzburg, Josef-Schneider-Str. 11, 97080 Wuerzburg, Germany
| | - Wafaa Shehata-Dieler
- Department of Otorhinolaryngology, Plastic, Esthetic and Reconstructive Head and Neck Surgery, University of Wuerzburg, Josef-Schneider-Str. 11, 97080 Wuerzburg, Germany
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S. J, A. BT, Rangasami R. A novel segmentation of cochlear nerve using region growing algorithm. Biomed Signal Process Control 2018. [DOI: 10.1016/j.bspc.2017.07.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Peng KA, Kuan EC, Hagan S, Wilkinson EP, Miller ME. Cochlear Nerve Aplasia and Hypoplasia: Predictors of Cochlear Implant Success. Otolaryngol Head Neck Surg 2017; 157:392-400. [DOI: 10.1177/0194599817718798] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective To identify factors predicting performance outcomes following cochlear implantation in patients with cochlear nerve aplasia or hypoplasia. Data Sources Individual patient data extracted from published case series and reports. Review Methods The MEDLINE database, Cochrane Library, Embase, Web of Science, and Google Scholar were queried for “cochlear implant” in conjunction with “aplasia” or “hypoplasia” between 1985 and 2015. Eighteen studies were included describing 97 subjects with individual postimplant auditory data. Postimplant performance was categorized as follows: level 1, nonstimulation/minimal detection; level 2, improved detection; level 3, closed-set speech perception; or level 4, open-set speech perception. The subjects achieving speech perception (levels 3 and 4) were descriptively compared with those who did not. Results Subjects with a hypoplastic cochlear nerve on magnetic resonance imaging had higher reported rates of achieving speech perception than those with an aplastic nerve. Subjects with syndromic medical comorbidities had higher reported rates of nonstimulation than nonsyndromic subjects. The data showed that some children with an aplastic cochlear nerve or those with partial electrode insertion could obtain levels of speech discrimination. Reporting of patient characteristics and auditory outcomes was extremely variable across studies. Conclusion As previously shown, cochlear implant in patients with cochlear nerve aplasia or hypoplasia can provide meaningful hearing for select patients. The current study suggests that presence of a cochlear nerve on magnetic resonance imaging and lack of comorbid medical syndrome are associated with better auditory outcomes in such patients. Future efforts to report individual data in a consistent manner may allow better determination of predictive factors.
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Affiliation(s)
| | - Edward C. Kuan
- Department of Head and Neck Surgery, University of California, Los Angeles, California, USA
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Predicting Auditory Outcomes From Radiological Imaging in Cochlear Implant Patients With Cochlear Nerve Deficiency. Otol Neurotol 2017; 38:685-693. [DOI: 10.1097/mao.0000000000001382] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Chao X, Luo J, Fan Z, Shi H, Han Y, Wang R, Song Y, Wang G, Wang H, Xu L. Usefulness of radiological findings for predicting cochlear implantation outcomes in children with cochlear nerve deficiency: a pilot study. Acta Otolaryngol 2016; 136:1051-7. [PMID: 27187111 DOI: 10.1080/00016489.2016.1179788] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
CONCLUSION Children with CND received limited benefits from CIs and their results varied. The size of the vestibulocochlear nerve relative to the facial nerve could potentially be used as a predicator for CI outcomes in children with CND. OBJECTIVE This study aimed to (1) retrospectively review the outcomes of cochlear implants (CIs) in children with cochlear nerve deficiency (CND) and (2) evaluate the clinical usefulness of radiological findings as predictors for post-implantation outcomes. METHODS Study participants included 10 children with bilateral CND and profound sensorineural hearing loss. The preoperative magnetic resonance imaging and temporal bone computed tomography scans were evaluated. Auditory processing capability and speech perception performance were measured with Categories of Auditory Performance (CAP) and Speech Intelligibility Rating (SIR) scales. Aided hearing thresholds with CI were measured. The relationships between CI outcomes and the sizes of vestibulocochlear nerve and cochlear nerve canal (CNC) were analysed. RESULTS Although post-operative CAP scores and hearing thresholds significantly improved in children with CND, their results were worse than those measured in implanted children with normal cochlear nerve. No significant correlation was found between the CI outcomes and the vestibulocochlear nerve diameters or the CNC diameters in children with CND. However, children with larger vestibulocochlear-nerve-to-facial-nerve-ratios got better results.
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Affiliation(s)
- Xiuhua Chao
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
- Artificial Auditory Engineering Centre, Shandong, PR China
| | - Jianfen Luo
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
- Artificial Auditory Engineering Centre, Shandong, PR China
| | - Zhaomin Fan
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
- Artificial Auditory Engineering Centre, Shandong, PR China
- Shandong Provincial Key Laboratory of Otology, Jinan, PR China
| | - Honglu Shi
- Shandong Medical Imaging Research Institute, Shandong, PR China
| | - Yuechen Han
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
| | - Ruijie Wang
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
- Artificial Auditory Engineering Centre, Shandong, PR China
| | - Yujie Song
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
- Artificial Auditory Engineering Centre, Shandong, PR China
| | - Guangbin Wang
- Shandong Medical Imaging Research Institute, Shandong, PR China
| | - Haibo Wang
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
- Artificial Auditory Engineering Centre, Shandong, PR China
- Shandong Provincial Key Laboratory of Otology, Jinan, PR China
| | - Lei Xu
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong University; Eye & Ear Infirmary of Shandong Provincial Hospital Group, Shandong, PR China
- Artificial Auditory Engineering Centre, Shandong, PR China
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Jeong SW, Kim LS. A New Classification of Cochleovestibular Malformations and Implications for Predicting Speech Perception Ability after Cochlear Implantation. Audiol Neurootol 2015; 20:90-101. [DOI: 10.1159/000365584] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Accepted: 06/30/2014] [Indexed: 11/19/2022] Open
Abstract
Objectives: The aims of this study were to introduce a new classification of cochleovestibular malformation (CVM) and to investigate how well this classification can predict speech perception ability after cochlear implantation in children with CVM. Methods: Fifty-nine children with CVM who had used a cochlear implant for more than 3 years were included. CVM was classified into 4 subtypes based on the morphology of the cochlea and the modiolus on temporal bone computed tomography (TBCT): normal cochlea and normal modiolus (type A, n = 16), malformed cochlea and partial modiolus (type B, n = 31), malformed cochlea and no modiolus (type C, n = 6), and no cochlea and no modiolus (type D, n = 6). Speech perception test scores were compared between the subtypes of CVM using analysis of covariance with post hoc Bonferroni test. Univariate and multivariate regression analyses were used to identify the significant predictors of the speech perception test scores. Results: The speech perception test scores after implantation were significantly better in children with CVM type A or type B than in children with CVM type C or type D. The test scores did not differ significantly between the implanted children with CVM type A or type B and those without CVM. In univariate regression analysis, the type of CVM was a significant predictor of the speech perception test scores in implanted children with CVM. Multivariate regression analysis revealed that the age at cochlear implantation, cochlear nerve size and preimplantation speech perception test scores were significant predictors of the postimplantation speech perception test scores. The chance of cochlear nerve deficiency increased progressively from CVM type A to type D. Conclusion: The new classification of CVM based on the morphology of the cochlea and the modiolus is simple and easy to use, and correlated well with postimplantation speech perception ability and cochlear nerve status. This simple classification of CVM using TBCT with cochlear nerve assessment by magnetic resonance imaging is helpful in the preoperative evaluation of children with CVM.
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Impact of Cochlear Nerve Deficiency Determined Using 3-Dimensional Magnetic Resonance Imaging on Hearing Outcome in Children with Cochlear Implants. Otol Neurotol 2015; 36:14-21. [DOI: 10.1097/mao.0000000000000568] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Cochlear implantation in children with cochlear nerve deficiency. Int J Pediatr Otorhinolaryngol 2014; 78:912-7. [PMID: 24690223 DOI: 10.1016/j.ijporl.2014.03.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2013] [Revised: 03/01/2014] [Accepted: 03/04/2014] [Indexed: 11/23/2022]
Abstract
OBJECTIVE The aim of this study was to report on auditory performance after cochlear implantation in children with cochlear nerve deficiency. METHODS A retrospective case review was performed. Five patients with pre-lingual profound sensorineural hearing loss implanted in an ear with cochlear nerve deficiency participated in the study. Postoperative auditory and speech performance was assessed using warble tone average threshold with cochlear implant, speech perception categories, and speech intelligibility ratings. All patients underwent high resolution computed tomography and magnetic resonance imaging. RESULTS According to Govaerts classification, three children had a type IIb and two a type IIa cochlear nerve deficiency. Preoperatively, four patients were placed into speech perception category 1 and one into category 2. All patients had an improvement in hearing threshold with the cochlear implant. Despite this, at the last follow-up (range 18-81 months, average 45 months), only one girl benefited from cochlear implantation; she moved from speech perception category 2 to 6 and developed spoken language. Another child developed closed set speech perception and had connected speech that was unintelligible. The other 3 children showed little benefit from the cochlear implant and obtained only an improved access to environmental sounds and improved lipreading skills. None of these 4 children developed a spoken language, but they were all full-time users of their implants. CONCLUSIONS The outcomes of cochlear implantation in these five children with cochlear nerve deficiency are extremely variable, ranging from sporadic cases in which open set speech perception and acquisition of a spoken language are achieved, to most cases in which only an improved access to environmental sound develops. Regardless of these limited outcomes, all patients in our series use their device on a daily basis and derive benefits in everyday life. In our opinion, cochlear implantation can be a viable option in children with cochlear nerve deficiency, but careful counseling to the family on possible restricted benefit is needed.
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Li Y, Yang J, Liu J, Wu H. Restudy of malformations of the internal auditory meatus, cochlear nerve canal and cochlear nerve. Eur Arch Otorhinolaryngol 2014; 272:1587-96. [PMID: 24599597 PMCID: PMC4438203 DOI: 10.1007/s00405-014-2951-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2013] [Accepted: 02/11/2014] [Indexed: 02/06/2023]
Abstract
The present study aims to restudy the correlation between the internal auditory meatus (IAM), the cochlear nerve canal (CNC), the cochlear nerve (CN) and inner ear malformations. In this retrospective study design, the abnormal diameter of the IAM, CNC and CN in patients with any kind of inner ear malformations was evaluated using multi-slice spiral computed tomography (MSCT) (37 patients) and magnetic resonance imaging (MRI) (18 patients). Of 37 MSCT-diagnosed patients, 2 had IAM atresia, 11 IAM stenosis, 22 enlarged IAM, and 2 normal IAM with an abnormal CN. MRI diagnoses of 18 patients revealed 8 cases of aplastic CN, 6 hypoplastic CN, and 4 normal CN. CNC stenosis was associated with CN hypoplasia (P < 0.001). Patients with absent or stenotic IAM had less CN development than those with normal or enlarged IAM (P = 0.001). We propose a modification of the existing classification systems with a view to distinguishing malformations of the IAM, CNC and CN.
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Affiliation(s)
- Youjin Li
- Department of Otorhinolaryngology, Children Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127 China
| | - Jun Yang
- Department of Otorhinolaryngology-Head and Neck Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai Jiaotong University School of Medicine Ear Institute, Kong Jiang Rd 1665, Shanghai, 200092 China
| | - Jinfen Liu
- Department of Pediatric Institute, Children Medical Center, Shanghai Jiaotong University, Shanghai, 200127 China
| | - Hao Wu
- Department of Otorhinolaryngology-Head and Neck Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai Jiaotong University School of Medicine Ear Institute, Kong Jiang Rd 1665, Shanghai, 200092 China
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Zhang LP, Chai YC, Yang T, Wu H. Identification of novel OTOF compound heterozygous mutations by targeted next-generation sequencing in a Chinese patient with auditory neuropathy spectrum disorder. Int J Pediatr Otorhinolaryngol 2013; 77:1749-52. [PMID: 24001616 DOI: 10.1016/j.ijporl.2013.08.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2013] [Revised: 08/02/2013] [Accepted: 08/06/2013] [Indexed: 11/19/2022]
Abstract
OBJECTIVES The molecular causes of auditory neuropathy spectrum disorder (ANSD) are not well known. Identification of the pathogenic mutations underlying nonsyndromic ANSD is difficult because of its extremely heterogeneous trait. The aim of the present study was to identify the genetic etiology of a single Chinese patient diagnosed with congenital ANSD by targeted next-generation sequencing. METHODS Targeted next-generation sequencing of 79 known deafness genes was performed in a child that was clinically diagnosed with ANSD and received cochlear implantation. Candidate pathogenic variants were confirmed by Sanger sequencing. Post-implantation outcome were evaluated in a 40 months span. RESULTS Novel compound heterozygous mutations p.R1583H/p.Q1883X in OTOF were identified as the pathogenic cause of the patient, correlated with a good post-implantation outcome in terms of sound detection and communication skills. CONCLUSION Targeted next-generation sequencing is effective for molecular diagnosis of ANSD and may provide important information for clinical management of this disease.
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Affiliation(s)
- Lu-ping Zhang
- Department of Otolaryngology-Head and Neck Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200092, China; Ear Institute, Shanghai Jiaotong University, Shanghai 200092, China
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Kotjan H, Purves B, Small SA. Cochlear implantation for a child with cochlear nerve deficiency: parental perspectives explored through narrative. Int J Audiol 2013; 52:776-82. [PMID: 23987238 DOI: 10.3109/14992027.2013.820000] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE The objective of this study was to explore, from the parents' perspectives, decision-making regarding a cochlear implant (CI) for their child when a favourable outcome is less likely because of abnormal neurophysiology. DESIGN The primary research method of this single case study was qualitative interviewing drawing on a narrative approach to elicit the parents' perspectives about their experiences over time. Each parent was interviewed separately, but thematic analyses were undertaken both within and across interviews in order to identify overlaps and differences. STUDY SAMPLE Participants included the parents of a five-year old child with severe-profound hearing loss, cochlear nerve deficiency, and bilateral common cavities who had received a CI at the age of 18 months. RESULTS Four themes were identified across the four narrative stages that emerged from the parents' accounts of their experiences regarding their daughter's CI. Themes included hope and despair, questioning professionals' motivations, does deafness need a cure, and bringing the child into the family. Although these themes emerged from both parents' accounts, each parent expressed different perspectives and insights within them. CONCLUSIONS Findings highlight the central place of parental needs and perspectives in decision-making regarding a CI, particularly in the context of uncertain outcomes.
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Nikolopoulos TP. Very young age at implantation and eight nerve deficiency: two important and controversial issues in pediatric cochlear implantation. Int J Pediatr Otorhinolaryngol 2013; 77:1057-8. [PMID: 23746415 DOI: 10.1016/j.ijporl.2013.05.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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