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Höing B, Eichler T, Juelly V, Meyer M, Jung L, Waschkies L, Lang S, Arweiler-Harbeck D. Digital live imaging of intraoperative electrocochleography during cochlear implantation: the first 50 patients. Eur Arch Otorhinolaryngol 2024; 281:1175-1183. [PMID: 37646794 PMCID: PMC10858150 DOI: 10.1007/s00405-023-08197-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 08/17/2023] [Indexed: 09/01/2023]
Abstract
INTRODUCTION Real-time visualization of intraoperative electrocochleography (ECochG) potentials via a digital microscope during cochlear implantation can provide direct feedback during electrode insertion. The aim of this prospective, randomized study of 50 patients was to obtain long-term data with a focus on residual hearing preservation and speech understanding. MATERIAL AND METHODS Cochlear implantations were performed in 50 patients (26 female, 24 male) with residual hearing using a digital microscope. Patients were randomized into two groups. Intraoperative ECochG potentials were either displayed directly in the surgeon's field of view (picture-in-picture display, PiP) or not directly in the field of view (without picture-in-picture display, without PiP). Residual hearing preservation and speech comprehension were recorded within a 1-year follow-up period, compared between groups (PiP versus without PiP) and to a control group of 26 patients implanted without ECochG. RESULTS Mean insertion time was significantly longer in the picture-in-picture group (p = 0.025). Residual hearing preservation after 6 weeks at 250 Hz was significantly better in the picture-in-picture group (p = 0.017). After one year, 76% of patients showed residual hearing in the picture-in-picture group (62% without picture-in-picture technique, p = n.s.). Use of the picture-in-picture technique resulted in better long-term pure tone residual hearing preservation at 250, 500, and 1000 Hz. Speech intelligibility improved by 46% in the picture-in-picture group (38% without picture-in-picture). DISCUSSION This study is the first to describe long-term results in a large cohort of cochlear implant patients in whom digital visualization of intraoperative ECochG was used. Our results show that visualization of intraoperative ECochG has a positive effect on residual hearing preservation.
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Affiliation(s)
- Benedikt Höing
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany.
| | - Theda Eichler
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Viktoria Juelly
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Moritz Meyer
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Lea Jung
- Cochlear Implant Rehabilitation Centre Ruhr (CIC), Essen, Germany
| | - Laura Waschkies
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Stephan Lang
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Diana Arweiler-Harbeck
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
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Bayri Ulukan M, Ciprut A. Intracochlear electrocochleography findings in cochlear implant recipients with auditory neuropathy spectrum disorder. Int J Pediatr Otorhinolaryngol 2023; 170:111596. [PMID: 37267660 DOI: 10.1016/j.ijporl.2023.111596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 03/21/2023] [Accepted: 05/03/2023] [Indexed: 06/04/2023]
Abstract
OBJECTIVES This study aimed to compare intracochlear electrocochleography (ECochG) findings in a group of cochlear implant (CI) recipients with auditory neuropathy spectrum disorder (ANSD) with a group of CI recipients with sensorineural hearing loss (SNHL). Auditory outcome and spectral resolution findings were also compared among CI recipients with and without cochlear microphonic (CM) responses. METHODS This single-center, prospective cohort study was undertaken at a tertiary referral center. CM responses by the intracochlear ECochG test were recorded in CI recipients at 0.25-2 kHz. Speech, spatial, and hearing quality (SSQ) outcomes and spectral resolution measured with the spectral-temporally modulated ripple test were obtained for each recipient. The study included 62 implanted ears in 46 recipients, of which 59% (n = 27) were male and 41% (n = 19) were female. Twenty-nine ears with ANSD and 33 ears with SNHL were included. The mean age of the participants was 11 years. The results compared the intracochlear ECochG findings of the ANSD group with those of the SNHL group. RESULTS Participants were divided into two groups with and without obtainable CM responses. CM responses were obtained in 13 of 29 ears in the ANSD group and 14 of 33 ears in the SNHL group. CM thresholds obtained were better according to behavioral audiometric responses in some frequencies in the ANSD group. No significant difference was found in the auditory outcome and spectral resolution among CI recipients with and without CM responses. CONCLUSIONS Intracochlear ECochG has a limited potential clinical value for monitoring ANSD. CM thresholds obtained using ECochG may not reflect behavioral hearing thresholds.
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Affiliation(s)
- Merve Bayri Ulukan
- Marmara University, Health Sciences Institute, Istanbul, Turkey; Cochlear, Turkey.
| | - Ayca Ciprut
- Marmara University, Medical School, Audiology Department, Istanbul, Turkey
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Yu Y, Liu J, Antisdel J, Liu C, Sappington J, Wang X, Gao Y, Peng Y, Wang H, Lin Z, Ruan H, Wang R, Lin S, Zhang M. The relationship between round window and ear canal Cochlear microphonic. Laryngoscope Investig Otolaryngol 2022; 7:2076-2083. [PMID: 36544938 PMCID: PMC9764817 DOI: 10.1002/lio2.964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 04/13/2022] [Accepted: 05/24/2022] [Indexed: 11/27/2022] Open
Abstract
Hypothesis Cochlear microphonic recorded at ear canal (CM-EC) can be a substitute for the one recorded at round window (CM-RW). Background Almost all clinics do not measure tone-burst evoked CM due to technical difficulty although it can provide more information than click evoked CM. Moreover, clinicians like the CM-EC more than that measured at CM-RW because CM-EC is non-invasive. There is difference between CM-RW and CM-EC, for example, CM-EC is less prominent than CM-RW, therefore, studying tone-burst evoked CM-EC and its relationship with CM-RW are highly significant and can promote the clinical application of CM-EC. Method Nine guinea pigs were randomly allocated into three groups, group 1 was not exposed to noise, called normal control. group 2 and group 3 were exposed to the low- (0.5-2 kHz) and high-frequency band-noise (6-8 kHz) at 120 dB SPL for 1 h, respectively. It was difficulty to record low-frequency CM due to severe environmental interruption, in current study the recording technology of tone-burst evoked CM was optimized so that tone-burst evoked CM was measured across full speech frequency (0.5-8 kHz) in the presence of normal hearing and noise induced hearing loss (NIHL). Results CM-RW and CM-EC were successfully recorded across speech frequency. Significant reduction in CM amplitude was observed at 0.5 and 2 kHz in group 2, at 6 and 8 kHz in group 3 as compared to group 1, p < .05, indicating that CM amplitude was sensitive to band-noise exposure. Significant correlation between CM-RW and CM-EC was also verified, p < .05. Conclusion CM-EC is a useful objective test for evaluation of hearing function; the result of current study supports the clinical application of non-invasive CM-EC.
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Affiliation(s)
- Yongqiang Yu
- Department of Otolaryngology – Head and Neck SurgeryMindong Hospital, The Affiliated Mindong Hospital of Fujian Medical UniversityFujianChina
- Department of Otolaryngology – Head and Neck SurgeryShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanShandongChina
- Department of Otolaryngology – Head and Neck SurgerySaint Louis UniversitySt. LouisMissouriUSA
- Department of Speech Pathology and Audiology (Communication Sciences and Disorders), Faculty of Rehabilitation MedicineUniversity of AlbertaEdmontonAlbertaCanada
| | - Junping Liu
- Department of Otolaryngology – Head and Neck SurgeryMindong Hospital, The Affiliated Mindong Hospital of Fujian Medical UniversityFujianChina
| | - Jastin Antisdel
- Department of Otolaryngology – Head and Neck SurgerySaint Louis UniversitySt. LouisMissouriUSA
| | - Changming Liu
- Department of Otolaryngology – Head and Neck SurgeryMindong Hospital, The Affiliated Mindong Hospital of Fujian Medical UniversityFujianChina
| | - Joshua Sappington
- Department of Otolaryngology – Head and Neck SurgerySaint Louis UniversitySt. LouisMissouriUSA
| | | | - Yunge Gao
- Strategic Support Force Medical CenterBeijingChina
| | - Yanguo Peng
- Department of Otolaryngology – Head and Neck SurgeryMindong Hospital, The Affiliated Mindong Hospital of Fujian Medical UniversityFujianChina
| | - Hui Wang
- Department of Otolaryngology – Head and Neck SurgeryMindong Hospital, The Affiliated Mindong Hospital of Fujian Medical UniversityFujianChina
| | - Zhonghao Lin
- Department of Otolaryngology – Head and Neck SurgeryMindong Hospital, The Affiliated Mindong Hospital of Fujian Medical UniversityFujianChina
| | - Hongguang Ruan
- Department of Otolaryngology – Head and Neck SurgeryMindong Hospital, The Affiliated Mindong Hospital of Fujian Medical UniversityFujianChina
| | - Ruiying Wang
- Department of MedicineThe First Affiliated Hospital of China Medical UniversityShenyangChina
| | - Shuwu Lin
- Department of MedicineThe Second Affiliated Hospital of Shenyang Medical CollegeShenyangLiaoning ProvinceChina
| | - Ming Zhang
- Department of Speech Pathology and Audiology (Communication Sciences and Disorders), Faculty of Rehabilitation MedicineUniversity of AlbertaEdmontonAlbertaCanada
- Department of Otolaryngology Head Neck Surgery, Faculty of MedicineUniversity of Alberta HospitalEdmontonAlbertaCanada
- Department of Communication DisordersLouisiana State University Health Sciences Center New OrleansNew OrleansLouisianaUSA
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Ding D, Zhang J, Li W, Li D, Yu J, Wu X, Qi W, Liu F, Jiang H, Shi H, Sun H, Li P, Huang W, Salvi R. Can auditory brain stem response accurately reflect the cochlear function? J Neurophysiol 2020; 124:1667-1675. [PMID: 33026904 DOI: 10.1152/jn.00233.2020] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Auditory brain stem response (ABR) and compound action potential (CAP) recordings have been used in animal research to determine hearing sensitivity. Because of the relative ease of testing, the ABR test has been more commonly used in assessing cochlear lesions than the CAP test. The purpose of this experiment is to examine the difference between these two methods in monitoring the dynamic changes in auditory function after cochlear damage and in detecting asymmetric hearing loss due to unilateral cochlear damage. ABR and CAP were measured in two models of cochlear damage: acoustic trauma induced by exposure to a narrowband noise centered at 4 kHz (2,800-5,600 Hz) at 105 dB sound pressure level for 5 h in chinchillas and unilateral cochlear damage induced by surgical destruction of one cochlea in guinea pigs. Cochlear hair cells were quantified after completing the evoked potential testing. In the noise-damaged model, we found different recovery patterns between ABR and CAP. At 1 day after noise exposure, the ABR and CAP assessment revealed a similar level of threshold shifts. However, at 30 days after noise exposure, ABR thresholds displayed an average of 20-dB recovery, whereas CAP thresholds showed no recovery. Notably, the CAP threshold signifies the actual condition of sensory cell pathogenesis in the cochlea because sensory cell death is known to be irreversible in mammals. After unilateral cochlear damage, we found that both CAP and ABR were affected by cross-hearing when testing the damaged ear with the testing stimuli delivered directly into the canal of the damaged ear. When cross-hearing occurred, ABR testing was not able to reveal the presence of cross-hearing because the ABR waveform generated by cross-stimulation was indistinguishable from that generated by the test ear (damaged ear), should the test ear be intact. However, CAP testing can provide a warning sign, since the typical CAP waveform became an ABR-like waveform when cross-hearing occurred. Our study demonstrates two advantages of the CAP test over the ABR test in assessing cochlear lesions: contributing evidence for the occurrence of cross-hearing when subjects have asymmetric hearing loss and providing a better assessment of the progression of cochlear pathogenesis.NEW & NOTEWORTHY Auditory brain stem response (ABR) is more commonly used to evaluate cochlear lesions than cochlear compound action potential (CAP). In a noise-induced cochlear damage model, we found that the reduced CAP and enhanced ABR caused the threshold difference. In a unilateral cochlear destruction model, a shadow curve of the ABR from the contralateral healthy ear masked the hearing loss in the destroyed ear.
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Affiliation(s)
- Dalian Ding
- Center for Hearing and Deafness, State University of New York at Buffalo, Buffalo, New York.,The Third People's Hospital of Chengdu, Chengdu, China.,Shanghai Six People's Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Jianhui Zhang
- The Third People's Hospital of Chengdu, Chengdu, China
| | - Wenjuan Li
- Department of Otolaryngology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Dong Li
- Department of Otolaryngology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Jintao Yu
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xuewen Wu
- Xiangya Hospital, Central South University, Changsha, China
| | - Weidong Qi
- Huashan Hospital, Fudan University, Shanghai, China
| | - Fang Liu
- Beijing Hospital and National Center of Gerontology, Department of Otolaryngology, Beijing, China
| | - Haiyan Jiang
- Center for Hearing and Deafness, State University of New York at Buffalo, Buffalo, New York
| | - Haibo Shi
- Shanghai Six People's Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Hong Sun
- Xiangya Hospital, Central South University, Changsha, China
| | - Peng Li
- The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | | | - Richard Salvi
- Center for Hearing and Deafness, State University of New York at Buffalo, Buffalo, New York
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Postoperative Intracochlear Electrocochleography in Pediatric Cochlear Implant Recipients: Association to Audiometric Thresholds and Auditory Performance. Ear Hear 2020; 41:1135-1143. [DOI: 10.1097/aud.0000000000000833] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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O'Connell BP, Holder JT, Dwyer RT, Gifford RH, Noble JH, Bennett ML, Rivas A, Wanna GB, Haynes DS, Labadie RF. Intra- and Postoperative Electrocochleography May Be Predictive of Final Electrode Position and Postoperative Hearing Preservation. Front Neurosci 2017; 11:291. [PMID: 28611574 PMCID: PMC5447029 DOI: 10.3389/fnins.2017.00291] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 05/08/2017] [Indexed: 11/13/2022] Open
Abstract
Introduction: The objectives of the current study were to (1) determine the relationship between electrocochleography (ECochG), measured from the cochlear implant (CI) electrode array during and after implantation, and postoperative audiometric thresholds, (2) determine the relationship between ECochG amplitude and electrode scalar location determined by computerized tomography (CT); and (3) determine whether changes in cochlear microphonic (CM) amplitude during electrode insertion were associated with postoperative hearing. Materials and Methods: Eighteen subjects undergoing CI with an Advanced Bionics Mid-Scala device were prospectively studied. ECochG responses were recorded using the implant coupled to a custom signal recording unit. ECochG amplitude collected intraoperatively concurrent with CI insertion and at activation was compared with audiometric thresholds postoperatively. Sixteen patients also underwent postoperative CT to determine scalar location and the relationship to ECochG measures and residual hearing. Results: Mean low-frequency pure tone average (LFPTA) increased following surgery by an average of 28 dB (range 8–50). Threshold elevation was significantly greater for electrodes with scalar dislocation. No correlation was found between intraoperative ECochG and postoperative behavioral thresholds collapsed across frequency; however, mean differences in thresholds measured by intraoperative ECochG and postoperative audiometry were significantly smaller for electrodes inserted completely within scala tympani (ST) vs. those translocating from ST to scala vestibuli. A significant correlation was observed between postoperative ECochG thresholds and behavioral thresholds obtained at activation. Discussion: Postoperative audiometry currently serves as a marker for intracochlear trauma though thresholds are not obtained until device activation or later. When measured at the same time-point postoperatively, low-frequency ECochG thresholds correlated with behavioral thresholds. Intraoperative ECochG thresholds, however, did not correlate significantly with postoperative behavioral thresholds suggesting that changes in cochlear physiology occur between electrode insertion and activation. ECochG may hold clinical utility providing surgeons with feedback regarding insertion trauma due to scalar translocation, which may be predictive of postoperative hearing preservation. Conclusion: CI insertion trauma is generally not evident until postoperative audiometry when loss of residual hearing is confirmed. ECochG has potential to provide estimates of trauma during insertion as well as reliable information regarding degree of hearing preservation.
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Affiliation(s)
- Brendan P O'Connell
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States
| | - Jourdan T Holder
- Department of Hearing and Speech Sciences, Vanderbilt University Medical CenterNashville, TN, United States
| | - Robert T Dwyer
- Department of Hearing and Speech Sciences, Vanderbilt University Medical CenterNashville, TN, United States
| | - René H Gifford
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States.,Department of Hearing and Speech Sciences, Vanderbilt University Medical CenterNashville, TN, United States
| | - Jack H Noble
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States.,Department of Computer Science and Electrical Engineering, Vanderbilt UniversityNashville, TN, United States
| | - Marc L Bennett
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States
| | - Alejandro Rivas
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States
| | - George B Wanna
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States
| | - David S Haynes
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States
| | - Robert F Labadie
- Department of Otolaryngology, Vanderbilt University Medical CenterNashville, TN, United States.,Department of Computer Science and Electrical Engineering, Vanderbilt UniversityNashville, TN, United States
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Chang YS, Moon IJ, Kim EY, Ahn J, Chung WH, Cho YS, Hong SH. Social skills and developmental delay: importance in predicting the auditory and speech outcomes after cochlear implantation in children. Acta Otolaryngol 2015; 135:154-61. [PMID: 25485889 DOI: 10.3109/00016489.2014.973531] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
CONCLUSION Preoperative evaluation of social interaction and global development levels using the Vineland Social Maturity Scale (VSMS) and Bayley Scales of Infant Development-2nd edition (BSID-II) may be beneficial in predicting the postoperative outcome in pediatric cochlear implant recipients. In particular, cautious preoperative counseling regarding the poor postoperative prognosis may be necessary in children with low social skills and developmental status. OBJECTIVE To determine the clinical benefit of preoperative evaluation of social interaction and global development levels using VSMS and BSID-II in predicting the postoperative outcome in pediatric cochlear implant recipients. PATIENTS A total of 65 deaf children who underwent cochlear implantation (CI) were included in this study. Age at the time of implantation ranged from 12 to 76 months. All of the children underwent a comprehensive preimplant psychological assessment by a clinical psychologist. The VSMS and BSID-II were used for evaluating social skills and a child's development preoperatively. A social quotient (SQ) was calculated by using the VSMS for each subject using the following formula: (social age/chronological age) × 100. The auditory perception and speech production abilities were evaluated using the Categories of Auditory Performance (CAP) scale and the Korean version of the Ling's stage (K-Ling), respectively, at 1 year after CI. The associations between the preoperative SQ/developmental levels and the postoperative auditory/speech outcomes were evaluated. RESULTS The mean SQ was significantly decreased in the enrolled children (90.6 ± 26.1). The improvement in CAP score at 1 year after CI was correlated with preoperative SQ. The improvements in phonemic and phonologic levels of K-Ling were correlated with preoperative VSMS and BSID-II scores.
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Affiliation(s)
- Young-Soo Chang
- Department of Otorhinolaryngology-Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University, School of Medicine , Seoul , Korea
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Zhang M. Effects of Stimulus Intensity on Low-Frequency Toneburst Cochlear Microphonic Waveforms. Audiol Res 2013; 3:e3. [PMID: 26557341 PMCID: PMC4627126 DOI: 10.4081/audiores.2013.e3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2012] [Revised: 10/03/2012] [Accepted: 10/31/2012] [Indexed: 11/23/2022] Open
Abstract
This study investigates changes in amplitude and delays in low-frequency toneburst cochlear microphonic (CM) waveforms recorded at the ear canal in response to different stimulus intensities. Ten volunteers aged 20-30 were recruited. Low-frequency CM waveforms at 500 Hz in response to a 14-ms toneburst were recorded from an ear canal electrode using electrocochleography techniques. The data was statistically analyzed in order to confirm whether the differences were significant in the effects of stimulus intensity on the amplitudes and delays of the low-frequency CM waveforms. Electromagnetic interference artifacts can jeopardize CM measurements but such artifacts can be avoided. The CM waveforms can be recorded at the ear canal in response to a toneburst which is longer than that used in ABR measurements. The CM waveforms thus recorded are robust, and the amplitude of CM waveforms is intensity-dependent. In contrast, the delay of CM waveforms is intensity-independent, which is different from neural responses as their delay or latency is intensity-dependent. These findings may be useful for development of the application of CM measurement as a supplementary approach to otoacoustic emission (OAE) measurement in the clinic which is severely affected by background acoustic noise. The development of the application in the assessment of low-frequency cochlear function may become possible if a further series of studies can verify the feasibility, but it is not meant to be a substitute for audiometry or OAE measurements. The measurement of detection threshold of CM waveform responses using growth function approach may become possible in the clinic. The intensity-independent nature of CMs with regards to delay measurements may also become an impacting factor for differential diagnoses and for designing new research studies.
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Affiliation(s)
- Ming Zhang
- Department of Speech Pathology and Audiology, University of Alberta - Faculty of Rehabilitation Medicine; Department of Audiology, Alberta Health Services - Glenrose Rehabilitation Hospital; Department of Surgery - Otolaryngology, University of Alberta - Faculty of Medicine and Dentistry , Edmonton, Canada
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