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Moleti A. Optimal Scale-Invariant Wavelet Representation and Filtering of Human Otoacoustic Emissions. J Assoc Res Otolaryngol 2024:10.1007/s10162-024-00943-4. [PMID: 38789824 DOI: 10.1007/s10162-024-00943-4] [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: 11/05/2023] [Accepted: 03/04/2024] [Indexed: 05/26/2024] Open
Abstract
Otoacoustic emissions (OAEs) are generated in the cochlea and recorded in the ear canal either as a time domain waveform or as a collection of complex responses to tones in the frequency domain (Probst et al. J Account Soc Am 89:2027-2067, 1991). They are typically represented either in their original acquisition domain or in its Fourier-conjugated domain. Round-trip excursions to the conjugated domain are often used to perform filtering operations in the computationally simplest way, exploiting the convolution theorem. OAE signals consist of the superposition of backward waves generated in different cochlear regions by different generation mechanisms, over a wide frequency range. The cochlear scaling symmetry (cochlear physics is the same at all frequency scales), which approximately holds in the human cochlea, leaves its fingerprints in the mathematical properties of OAE signals. According to a generally accepted taxonomy (Sher and Guinan Jr, J Acoust Soc Am 105:782-798, 1999), OAEs are generated either by wave-fixed sources, moving with frequency according with the cochlear scaling (as in nonlinear distortion) or by place-fixed sources (as in coherent reflection by roughness). If scaling symmetry holds, the two generation mechanisms yield OAEs with different phase gradient delay: almost null for wave-fixed sources, and long (and scaling as 1/f) for place-fixed sources. Thus, the most effective representation of OAE signals is often that respecting the cochlear scale-invariance, such as the time-frequency domain representation provided by the wavelet transform. In the time-frequency domain, the elaborate spectra or waveforms yielded by the superposition of OAE components from different generation mechanisms assume a much clearer 2-D pattern, with each component localized in a specific and predictable region. The wavelet representation of OAE signals is optimal both for visualization purposes and for designing filters that effectively separate different OAE components, improving both the specificity and the sensitivity of OAE-based applications. Indeed, different OAE components have different physiological meanings, and filtering dramatically improves the signal-to-noise ratio.
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Affiliation(s)
- Arturo Moleti
- Department of Physics and NAST Centre - University of Rome 'Tor Vergata', Rome, Italy.
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Shera CA. Swept Along: Measuring Otoacoustic Emissions Using Continuously Varying Stimuli. J Assoc Res Otolaryngol 2024; 25:91-102. [PMID: 38409555 PMCID: PMC11018600 DOI: 10.1007/s10162-024-00934-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 01/31/2024] [Indexed: 02/28/2024] Open
Abstract
At the 2004 Midwinter Meeting of the Association for Research in Otolaryngology, Glenis Long and her colleagues introduced a method for measuring distortion-product otoacoustic emissions (DPOAEs) using primary-tone stimuli whose instantaneous frequencies vary continuously with time. In contrast to standard OAE measurement methods, in which emissions are measured in the sinusoidal steady state using discrete tones of well-defined frequency, the swept-tone method sweeps across frequency, often at rates exceeding 1 oct/s. The resulting response waveforms are then analyzed using an appropriate filter (e.g., by least-squares fitting). Although introduced as a convenient way of studying DPOAE fine structure by separating the total OAE into distortion and reflection components, the swept-tone method has since been extended to stimulus-frequency emissions and has proved an efficient and valuable tool for probing cochlear mechanics. One day-a long time coming-swept tones may even find their way into the audiology clinic.
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Affiliation(s)
- Christopher A Shera
- Caruso Department of Otolaryngology, University of Southern California, Los Angeles, CA, 90033, USA.
- Department of Physics & Astronomy, University of Southern California, Los Angeles, CA, 90033, USA.
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Boothalingam S, Easwar V, Bross A. External and middle ear influence on envelope following responses. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2022; 152:2794. [PMID: 36456277 DOI: 10.1121/10.0015004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 10/11/2022] [Indexed: 06/17/2023]
Abstract
Considerable between-subject variability in envelope following response (EFR) amplitude limits its clinical translation. Based on a pattern of lower amplitude and larger variability in the low (<1.2 kHz) and high (>8 kHz), relative to mid (1-3 kHz) frequency carriers, we hypothesized that the between-subject variability in external and middle ear (EM) contribute to between-subject variability in EFR amplitude. It is predicted that equalizing the stimulus reaching the cochlea by accounting for EM differences using forward pressure level (FPL) calibration would at least partially improve response amplitude and reduce between-subject variability. In 21 young normal hearing adults, EFRs of four modulation rates (91, 96, 101, and 106 Hz) were measured concurrently from four frequency bands [low (0.091-1.2 kHz), mid (1-3 kHz), high (4-5.4 kHz), and very high (vHigh; 8-9.4 kHz)], respectively, with 12 harmonics each. The results indicate that FPL calibration in-ear and in a coupler leads to larger EFR amplitudes in the low and vHigh frequency bands relative to conventional coupler root-mean-square calibration. However, improvement in variability was modest with FPL calibration. This lack of a statistically significant improvement in variability suggests that the dominant source of variability in EFR amplitude may arise from cochlear and/or neural processing.
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Affiliation(s)
- Sriram Boothalingam
- Department of Communication Sciences and Disorders, Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
| | - Vijayalakshmi Easwar
- Department of Communication Sciences and Disorders, Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
| | - Abigail Bross
- Department of Communication Sciences and Disorders, Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
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Meenderink SWF, Lin X, Park BH, Dong W. Sound Induced Vibrations Deform the Organ of Corti Complex in the Low-Frequency Apical Region of the Gerbil Cochlea for Normal Hearing : Sound Induced Vibrations Deform the Organ of Corti Complex. J Assoc Res Otolaryngol 2022; 23:579-591. [PMID: 35798901 PMCID: PMC9613840 DOI: 10.1007/s10162-022-00856-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 06/16/2022] [Indexed: 10/17/2022] Open
Abstract
Human speech primarily contains low frequencies. It is well established that such frequencies maximally excite the cochlea near its apex. But, the micromechanics that precede and are involved in this transduction are not well understood. We measured vibrations from the low-frequency, second turn in intact gerbil cochleae using optical coherence tomography (OCT). The data were used to create spatial maps that detail the sound-evoked motions across the sensory organ of Corti complex (OCC). These maps were remarkably similar across animals and showed little variation with frequency or level. We identify four, anatomically distinct, response regions within the OCC: the basilar membrane (BM), the outer hair cells (OHC), the lateral compartment (lc), and the tectorial membrane (TM). Results provide evidence that active processes in the OHC play an important role in the mechanical interplay between different OCC structures which increases the amplitude and tuning sharpness of the traveling wave. The angle between the OCT beam and the OCC makes that we captured radial motions thought to be the effective stimulus to the mechano-sensitive hair bundles. We found that TM responses were relatively weak, arguing against a role in enhancing mechanical hair bundle deflection. Rather, BM responses were found to closely resemble the frequency selectivity and sensitivity found in auditory nerve fibers (ANF) that innervate the low-frequency cochlea.
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Affiliation(s)
| | - Xiaohui Lin
- VA Loma Linda Healthcare System, Loma Linda, CA, 92374, USA
| | - B Hyle Park
- Department of Bioengineering, University of California, Riverside, Riverside, CA, 92521, USA
| | - Wei Dong
- VA Loma Linda Healthcare System, Loma Linda, CA, 92374, USA.
- Loma Linda University Health, Loma Linda, CA, 92350, USA.
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Pacheco D, Rajagopal N, Prieve BA, Nangia S. Joint Profile Characteristics of Long-Latency Transient Evoked and Distortion Otoacoustic Emissions. Am J Audiol 2022; 31:684-697. [PMID: 35862753 DOI: 10.1044/2022_aja-21-00182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE In clinical practice, otoacoustic emissions (OAEs) are interpreted as either "present" or "absent." However, OAEs have the potential to inform about etiology and severity of hearing loss if analyzed in other dimensions. A proposed method uses the nonlinear component of the distortion product OAEs together with stimulus frequency OAEs to construct a joint reflection-distortion profile. The objective of the current study is to determine if joint reflection-distortion profiles can be created using long-latency (LL) components of transient evoked OAEs (TEOAEs) as the reflection-type emission. METHOD LL TEOAEs and the nonlinear distortion OAEs were measured from adult ears. Individual input-output (I/O) functions were created, and OAE level was normalized by dividing by the stimulus level yielding individual gain functions. Peak strength, compression threshold, and OAE level at compression threshold were derived from individual gain functions to create joint reflection-distortion profiles. RESULTS TEOAEs with a poststimulus window starting at 6 ms had I/O functions with compression characteristics similar to LL TEOAE components. The model fit the LL gain functions, which had R 2 > .93, significantly better than the nonlinear distortion OAE gain functions, which had R 2 = .596-.99. Interquartile ranges for joint reflection-distortion profiles were larger for compression threshold and OAE level at compression threshold but smaller for peak strength than those previously published. CONCLUSIONS The gain function fits LL TEOAEs well. Joint reflection-distortion profiles are a promising method that could enhance diagnosis of hearing loss, and use of the LL TEOAE in the profile for peak strength may be important because of narrow interquartile ranges. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.20323593.
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Affiliation(s)
- Devon Pacheco
- Department of Communication Sciences and Disorders, Syracuse University, NY
| | - Nandhini Rajagopal
- Department of Biomedical and Chemical Engineering, Syracuse University, NY
| | - Beth A Prieve
- Department of Communication Sciences and Disorders, Syracuse University, NY
| | - Shikha Nangia
- Department of Biomedical and Chemical Engineering, Syracuse University, NY
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Nankali A, Shera CA, Applegate BE, Oghalai JS. Interplay between traveling wave propagation and amplification at the apex of the mouse cochlea. Biophys J 2022; 121:2940-2951. [PMID: 35778839 PMCID: PMC9388393 DOI: 10.1016/j.bpj.2022.06.029] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/08/2022] [Accepted: 06/27/2022] [Indexed: 11/18/2022] Open
Abstract
Sounds entering the mammalian ear produce waves that travel from the base to the apex of the cochlea. An electromechanical active process amplifies traveling wave motions and enables sound processing over a broad range of frequencies and intensities. The cochlear amplifier requires combining the global traveling wave with the local cellular processes that change along the length of the cochlea given the gradual changes in hair cell and supporting cell anatomy and physiology. Thus, we measured basilar membrane (BM) traveling waves in vivo along the apical turn of the mouse cochlea using volumetric optical coherence tomography and vibrometry. We found that there was a gradual reduction in key features of the active process toward the apex. For example, the gain decreased from 23 to 19 dB and tuning sharpness decreased from 2.5 to 1.4. Furthermore, we measured the frequency and intensity dependence of traveling wave properties. The phase velocity was larger than the group velocity, and both quantities gradually decrease from the base to the apex denoting a strong dispersion characteristic near the helicotrema. Moreover, we found that the spatial wavelength along the BM was highly level dependent in vivo, such that increasing the sound intensity from 30 to 90 dB sound pressure level increased the wavelength from 504 to 874 μm, a factor of 1.73. We hypothesize that this wavelength variation with sound intensity gives rise to an increase of the fluid-loaded mass on the BM and tunes its local resonance frequency. Together, these data demonstrate a strong interplay between the traveling wave propagation and amplification along the length of the cochlea.
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Affiliation(s)
- Amir Nankali
- Caruso Department of Otolaryngology-Head and Neck Surgery, University of Southern California, Los Angeles, California
| | - Christopher A Shera
- Caruso Department of Otolaryngology-Head and Neck Surgery, University of Southern California, Los Angeles, California; Department of Physics and Astronomy, University of Southern California, Los Angeles, California
| | - Brian E Applegate
- Caruso Department of Otolaryngology-Head and Neck Surgery, University of Southern California, Los Angeles, California
| | - John S Oghalai
- Caruso Department of Otolaryngology-Head and Neck Surgery, University of Southern California, Los Angeles, California.
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Distortion Product Otoacoustic Emission Component Behavior as a Function of Primary Frequency Ratio and Primary Level. Ear Hear 2022; 43:1824-1835. [PMID: 35853351 PMCID: PMC9588520 DOI: 10.1097/aud.0000000000001251] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES Distortion product otoacoustic emissions (DPOAEs) are composed of distortion and reflection components. Much is known about the influence of the stimulus frequency ratio (f 2 /f 1 ) on the overall/composite DPOAE level. However, the influence of f 2 /f 1 on individual DPOAE components is not as well examined. The goals of this pilot study were to systematically evaluate the effects of f 2 /f 1 on DPOAE components in clinically normal-hearing young adult ears. To extend the limited reports in the literature, this examination was carried out over an extended frequency range using two stimulus-level combinations. DESIGN DPOAEs were recorded from seven normal-hearing, young adult ears for f 2 frequencies between 0.75 and 16 kHz over a range of f 2 /f 1 using two stimulus-level combinations. The distortion (DPOAE D ) and reflection (DPOAE R ) components were separated using an inverse fast Fourier transform algorithm. Optimal ratios for the composite DPOAE and DPOAE components were determined from smoothed versions of level versus ratio functions in each case. RESULTS The optimal ratio for the composite DPOAE level increased with stimulus level and decreased as a function of frequency above 1 kHz. The optimal ratios for the DPOAE components followed a similar trend, decreasing with increasing frequency. The optimal ratio for DPOAE D was generally higher than that for DPOAE R . The overall level for DPOAE D was greater than that of DPOAE R , both decreasing with increasing frequency. DPOAE R , but not DPOAE D , became unrecordable above the noise floor at the higher frequencies. CONCLUSIONS DPOAE components behave similarly but not identically as a function of f 2 /f 1 . The ear canal DPOAE is generally dominated by DPOAE D . The behavior of DPOAE D as a function of f 2 /f 1 is entirely consistent with known properties of cochlear mechanics. The behavior of DPOAE R is more variable across ears, perhaps reflective of the increased number of parameters that influence its final form. Attempting to use an f 2 /f 1 that would allow a greater bias of the ear canal DPOAE toward one component or the other does not appear to be practical.
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Sexual Dimorphism in the Functional Development of the Cochlear Amplifier in Humans. Ear Hear 2021; 42:860-869. [PMID: 33974790 PMCID: PMC8222053 DOI: 10.1097/aud.0000000000000976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Otoacoustic emissions, a byproduct of active cochlear mechanisms, exhibit a higher magnitude in females than in males. The relatively higher levels of androgen exposure in the male fetus are thought to cause this difference. Postnatally, the onset of puberty is also associated with the androgen surge in males. In this study, we investigated sexual dimorphism in age-related changes in stimulus-frequency otoacoustic emissions for children. DESIGN In a retrospective design, stimulus-frequency otoacoustic emissions were analyzed from a cross-sectional sample of 170 normal-hearing children (4 to 12 years) and 67 young adults. Wideband acoustic immittance and efferent inhibition measures were analyzed to determine the extent to which middle ear transmission and efferent inhibition can account for potential sex differences in stimulus-frequency otoacoustic emissions. RESULTS Male children showed a significant reduction in otoacoustic emission magnitudes with age, whereas female children did not show any such changes. Females showed higher stimulus-frequency otoacoustic emission magnitudes compared with males. However, the effect size of sex differences in young adults was larger compared with children. Unlike the otoacoustic emission magnitude, the noise floor did not show sexual dimorphism; however, it decreased with age. Neither the wideband absorbance nor efferent inhibition could account for the sex differences in stimulus-frequency otoacoustic emissions. CONCLUSIONS The cochlear-amplifier function remains robust in female children but diminishes in male children between 4 and 12 years of age. We carefully eliminated lifestyle, middle ear, and efferent factors to conclude that the androgen surge associated with puberty likely caused the observed masculinization of stimulus-frequency otoacoustic emissions in male children. These findings have significant theoretical consequences. The cochlea is considered mature at birth; however, the present findings highlight that functional cochlear maturation, as revealed by otoacoustic emissions, can be postnatally influenced by endogenous hormonal factors, at least in male children. Overall, work reported here demonstrates sexual dimorphism in the functional cochlear maturational processes during childhood.
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Goodman SS, Lee C, Guinan JJ, Lichtenhan JT. The Spatial Origins of Cochlear Amplification Assessed by Stimulus-Frequency Otoacoustic Emissions. Biophys J 2020; 118:1183-1195. [PMID: 31968228 DOI: 10.1016/j.bpj.2019.12.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 12/04/2019] [Accepted: 12/27/2019] [Indexed: 10/25/2022] Open
Abstract
Cochlear amplification of basilar membrane traveling waves is thought to occur between a tone's characteristic frequency (CF) place and within one octave basal of the CF. Evidence for this view comes only from the cochlear base. Stimulus-frequency otoacoustic emissions (SFOAEs) provide a noninvasive alternative to direct measurements of cochlear motion that can be measured across a wide range of CF regions. Coherent reflection theory indicates that SFOAEs arise mostly from the peak region of the traveling wave, but several studies using far-basal suppressor tones claimed that SFOAE components originate many octaves basal of CF. We measured SFOAEs while perfusing guinea pig cochleas from apex to base with salicylate or KCl solutions that reduced outer-hair-cell function and SFOAE amplification. Solution effects on inner hair cells reduced auditory nerve compound action potentials (CAPs) and provided reference times for when solutions reached the SFOAE-frequency CF region. As solution flowed from apex to base, SFOAE reductions generally occurred later than CAP reductions and showed that the effects of cochlear amplification usually peaked ∼1/2 octave basal of the CF region. For tones ≥2 kHz, cochlear amplification typically extended ∼1.5 octaves basal of CF, and the data are consistent with coherent reflection theory. SFOAE amplification did not extend to the basal end of the cochlea, even though reticular lamina motion is amplified in this region, which indicates that reticular lamina motion is not directly coupled to basilar membrane traveling waves. Previous reports of SFOAE-frequency residuals produced by suppressor frequencies far above the SFOAE frequency are most likely due to additional sources created by the suppressor. For some tones <2 kHz, SFOAE amplification extended two octaves apical of CF, which highlights that different vibratory motions produce SFOAEs and CAPs, and that the amplification region depends on the cochlear mode of motion considered. The concept that there is a single "cochlear amplification region" needs to be revised.
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Affiliation(s)
- Shawn S Goodman
- Communication Sciences and Disorders, University of Iowa, Iowa City, Iowa
| | - Choongheon Lee
- Department of Otolaryngology, Washington University School of Medicine in St. Louis, St. Louis, Missouri
| | - John J Guinan
- Department of Otolaryngology, Harvard Medical School, Boston, Massachusetts; Eaton-Peabody Laboratories, Massachusetts Eye and Ear, Boston, Massachusetts
| | - Jeffery T Lichtenhan
- Department of Otolaryngology, Washington University School of Medicine in St. Louis, St. Louis, Missouri.
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Meenderink SWF, Shera CA, Valero MD, Liberman MC, Abdala C. Morphological Immaturity of the Neonatal Organ of Corti and Associated Structures in Humans. J Assoc Res Otolaryngol 2019; 20:461-474. [PMID: 31407107 PMCID: PMC6797686 DOI: 10.1007/s10162-019-00734-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 07/18/2019] [Indexed: 01/25/2023] Open
Abstract
Although anatomical development of the cochlear duct is thought to be complete by term birth, human newborns continue to show postnatal immaturities in functional measures such as otoacoustic emissions (OAEs). Some of these OAE immaturities are no doubt influenced by incomplete maturation of the external and middle ears in infants; however, the observed prolongation of distortion-product OAE phase-gradient delays in newborns cannot readily be explained by conductive factors. This functional immaturity suggests that the human cochlea at birth may lack fully adult-like traveling-wave motion. In this study, we analyzed temporal-bone sections at the light microscopic level in newborns and adults to quantify dimensions and geometry of cochlear structures thought to influence the mechanical response of the cochlea. Contrary to common belief, results show multiple morphological immaturities along the length of the newborn spiral, suggesting that important refinements in the size and shape of the sensory epithelium and associated structures continue after birth. Specifically, immaturities of the newborn basilar membrane and organ of Corti are consistent with a more compliant and less massive cochlear partition, which could produce longer DPOAE delays and a shifted frequency-place map in the neonatal ear.
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Affiliation(s)
- Sebastiaan W F Meenderink
- Auditory Research Center, Caruso Department of Otolaryngology, University of Southern California, 1640 Marengo Street, Los Angeles, CA, 90033, USA
| | - Christopher A Shera
- Auditory Research Center, Caruso Department of Otolaryngology, University of Southern California, 1640 Marengo Street, Los Angeles, CA, 90033, USA
- Department of Physics and Astronomy, University of Southern California, Los Angeles, CA, 90089, USA
| | - Michelle D Valero
- Eaton-Peabody Laboratories, Massachusetts Eye and Ear, 243 Charles Street, Boston, MA, 02114, USA
| | - M Charles Liberman
- Eaton-Peabody Laboratories, Massachusetts Eye and Ear, 243 Charles Street, Boston, MA, 02114, USA
- Department of Otolaryngology, Harvard Medical School, Boston, MA, 02115, USA
| | - Carolina Abdala
- Auditory Research Center, Caruso Department of Otolaryngology, University of Southern California, 1640 Marengo Street, Los Angeles, CA, 90033, USA.
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Lubba CH, Le Guen Y, Jarvis S, Jones NS, Cork SC, Eftekhar A, Schultz SR. PyPNS: Multiscale Simulation of a Peripheral Nerve in Python. Neuroinformatics 2019; 17:63-81. [PMID: 29948844 PMCID: PMC6394768 DOI: 10.1007/s12021-018-9383-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Bioelectronic Medicines that modulate the activity patterns on peripheral nerves have promise as a new way of treating diverse medical conditions from epilepsy to rheumatism. Progress in the field builds upon time consuming and expensive experiments in living organisms. To reduce experimentation load and allow for a faster, more detailed analysis of peripheral nerve stimulation and recording, computational models incorporating experimental insights will be of great help. We present a peripheral nerve simulator that combines biophysical axon models and numerically solved and idealised extracellular space models in one environment. We modelled the extracellular space as a three-dimensional resistive continuum governed by the electro-quasistatic approximation of the Maxwell equations. Potential distributions were precomputed in finite element models for different media (homogeneous, nerve in saline, nerve in cuff) and imported into our simulator. Axons, on the other hand, were modelled more abstractly as one-dimensional chains of compartments. Unmyelinated fibres were based on the Hodgkin-Huxley model; for myelinated fibres, we adapted the model proposed by McIntyre et al. in 2002 to smaller diameters. To obtain realistic axon shapes, an iterative algorithm positioned fibres along the nerve with a variable tortuosity fit to imaged trajectories. We validated our model with data from the stimulated rat vagus nerve. Simulation results predicted that tortuosity alters recorded signal shapes and increases stimulation thresholds. The model we developed can easily be adapted to different nerves, and may be of use for Bioelectronic Medicine research in the future.
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Affiliation(s)
- Carl H Lubba
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK.
| | - Yann Le Guen
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Sarah Jarvis
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Nick S Jones
- Department of Mathematics, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Simon C Cork
- Department of Medicine, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Amir Eftekhar
- Department of Electrical and Electronic Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | - Simon R Schultz
- Department of Bioengineering, Imperial College London, South Kensington, London, SW7 2AZ, UK.
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Abdala C, Luo P, Guardia Y. Swept-Tone Stimulus-Frequency Otoacoustic Emissions in Human Newborns. Trends Hear 2019; 23:2331216519889226. [PMID: 31789131 PMCID: PMC6887807 DOI: 10.1177/2331216519889226] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 10/16/2019] [Accepted: 10/24/2019] [Indexed: 11/21/2022] Open
Abstract
Several types of otoacoustic emissions have been characterized in newborns to study the maturational status of the cochlea at birth and to develop effective tests of hearing. The stimulus-frequency otoacoustic emission (SFOAE), a reflection-type emission elicited with a single low-level pure tone, is the least studied of these emissions and has not been comprehensively characterized in human newborns. The SFOAE has been linked to cochlear tuning and is sensitive to disruptions in cochlear gain (i.e., hearing loss) in adult subjects. In this study, we characterize SFOAEs evoked with rapidly sweeping tones in human neonates and consider the implications of our findings for human cochlear maturation. SFOAEs were measured in 29 term newborns within 72 hr of birth using swept tones presented at 2 oct/s across a four-octave frequency range (0.5–8 kHz); 20 normal-hearing young adults served as a control group. The prevalence of SFOAEs in newborns was as high as 90% (depending on how response “presence” was defined). Evidence of probe-tip leakage and abnormal ear-canal energy reflectance was observed in those ears with absent or unmeasurable SFOAEs. Results in the group of newborns with present stimulus-frequency emissions indicate that neonatal swept-tone SFOAEs are adult-like in morphology but have slightly higher amplitude compared with adults and longer SFOAE group delays. The origin of these nonadult-like features is probably mixed, including contributions from both conductive (ear canal and middle ear) and cochlear immaturities.
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Affiliation(s)
- Carolina Abdala
- Caruso Department of Otolaryngology, Auditory Research Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Ping Luo
- Caruso Department of Otolaryngology, Auditory Research Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Yeini Guardia
- Caruso Department of Otolaryngology, Auditory Research Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Christensen AT, Abdala C, Shera CA. Probing Apical-Basal Differences in the Human Cochlea Using Distortion-Product Otoacoustic Emission Phase. AIP CONFERENCE PROCEEDINGS 2018; 1965. [PMID: 30089933 DOI: 10.1063/1.5038495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Distortion-product otoacoustic emission (DPOAE) phase is shaped by interaction between the evoking stimulus waves. Near-invariant at high frequencies, DPOAE phase-vs-frequency functions measured at fixed ratios bend into sloping functions at low frequencies. The different phase behaviors observed suggest that the mechanics underlying the generation of OAEs differ in the halves of the cochlea. To map out the phenomenological extent of low-to-mid frequency phase bends, this study recorded DPOAE responses from 20 normal-hearing human adult ears for a wide range of stimulus frequencies, f1 and f2, where f2 frequency sweeps from 0.25 to 8 kHz, and the f2/ f1 ratio varies from 1.05 to 1.49. Our preliminary results show two transitions in the phase slopes. One near 2.6 kHz in agreement with the literature, and another of opposite polarity near 0.75 kHz which has not been reported before. We find that the f2 frequencies marking these defining phase features are invariant with stimulus ratio. Even as the underlying mechanics remain unknown, the invariance opens the door for DPOAE phase to reliably characterize apical-basal differences across age groups and species.
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Affiliation(s)
- Anders T Christensen
- Auditory Research Center, Caruso Department of Otolaryngology, Keck School of Medicine, University of Southern California, 1640 Marengo St, Los Angeles, CA 90033, USA
| | - Carolina Abdala
- Auditory Research Center, Caruso Department of Otolaryngology, Keck School of Medicine, University of Southern California, 1640 Marengo St, Los Angeles, CA 90033, USA
| | - Christopher A Shera
- Auditory Research Center, Caruso Department of Otolaryngology, Keck School of Medicine, University of Southern California, 1640 Marengo St, Los Angeles, CA 90033, USA
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Distortion-Product Otoacoustic Emission Measured Below 300 Hz in Normal-Hearing Human Subjects. J Assoc Res Otolaryngol 2016; 18:197-208. [PMID: 27873084 DOI: 10.1007/s10162-016-0600-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 10/25/2016] [Indexed: 10/20/2022] Open
Abstract
Physiological noise levels in the human ear canal often exceed naturally low levels of otoacoustic emissions (OAEs) near the threshold of hearing. Low-frequency noise, and electronic filtering to cope with it, has effectively limited the study of OAE to frequencies above about 500 Hz. Presently, a custom-built low-frequency acoustic probe was put to use in 21 normal-hearing human subjects (of 34 recruited). Distortion-product otoacoustic emission (DPOAE) was measured in the enclosed ear canal volume as the response to two simultaneously presented tones with frequencies f 1 and f 2. The stimulus-frequency ratio f 2/f 1 was varied systematically to find the "optimal" ratio evoking the largest level at 2 f 1-f 2 frequencies 87.9, 176, and 264 Hz. No reference data exist in this frequency region. Results show that DPOAE exists down to at least 87.9 Hz, maintaining the bell-shaped dependence on the f 2/f 1 ratio known from higher frequencies. Toward low frequencies, however, the bell broadens and the optimal ratio increases proportionally to the bandwidth of an auditory filter as defined by the equivalent rectangular bandwidth. The DPOAE phase rotates monotonously as a function of the stimulus ratio, and its slope trend supports the notion of a lack of scaling symmetry in the apex of the cochlea.
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Shera CA, Abdala C. Frequency shifts in distortion-product otoacoustic emissions evoked by swept tones. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2016; 140:936. [PMID: 27586726 PMCID: PMC5392090 DOI: 10.1121/1.4960592] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 06/22/2016] [Accepted: 07/22/2016] [Indexed: 06/06/2023]
Abstract
When distortion-product otoacoustic emissions (DPOAEs) are evoked using stimuli whose instantaneous frequencies change rapidly and continuously with time (swept tones), the oscillatory interference pattern known as distortion-product fine structure shifts slightly along the frequency axis in the same direction as the sweep. By analogy with the temporal mechanisms thought to underlie the differing efficacies of up- and down-swept stimuli as perceptual maskers (e.g., Schroeder-phase complexes), fine-structure shifts have been ascribed to the phase distortion associated with dispersive wave propagation in the cochlea. This paper tests an alternative hypothesis and finds that the observed shifts arise predominantly as a methodological side effect of the analysis procedures commonly used to extract delayed emissions from the measured time waveform. Approximate expressions for the frequency shifts of DPOAE distortion and reflection components are derived, validated with computer simulations, and applied to account for DPOAE fine-structure shifts measured in human subjects. Component magnitudes are shown to shift twice as much as component phases. Procedures for compensating swept-tone measurements to obtain estimates of the total DPOAE and its components measured at other sweep rates or in the sinusoidal steady state are presented.
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Affiliation(s)
- Christopher A Shera
- Eaton-Peabody Laboratory of Auditory Physiology, Massachusetts Eye and Ear Infirmary, 243 Charles Street, Boston, Massachusetts 02114, USA
| | - Carolina Abdala
- Caruso Department of Otolaryngology, Keck School of Medicine, University of Southern California, 1540 Alcazar Street, Los Angeles, California 90033, USA
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Mishra SK, Biswal M. Time–frequency decomposition of click evoked otoacoustic emissions in children. Hear Res 2016; 335:161-178. [DOI: 10.1016/j.heares.2016.03.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Revised: 02/25/2016] [Accepted: 03/07/2016] [Indexed: 02/07/2023]
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AlMakadma HA, Henin S, Prieve BA, Dyab WM, Long GR. Frequency-change in DPOAE evoked by 1 s/octave sweeping primaries in newborns and adults. Hear Res 2015; 328:157-65. [PMID: 26318364 DOI: 10.1016/j.heares.2015.08.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2015] [Revised: 08/17/2015] [Accepted: 08/21/2015] [Indexed: 10/23/2022]
Abstract
Distortion product otoacoustic emissions (DPOAE) in newborns and adults were evoked by sweeping primaries up and down in frequency at 1 s/octave. Sweeping up and down in frequency resulted in changes in the amplitude vs. frequency functions of the composite DPOAE and its two major components. In addition, DPOAE component phases differed slightly between the up- and down-swept conditions. The changes in amplitude vs. frequency functions were quantified using a covariate correlation technique, yielding single-valued estimates of the magnitude of the frequency changes. Separate analyses were performed for the entire DPOAE frequency range and split into low and high frequency ranges. There were consistent changes in newborn and adult composite DPOAEs and reflection components, but not generator components. Adults had significant frequency changes in the composite DPOAE for all frequency ranges and in the reflection component for the entire frequency range. Newborns had significant frequency change in the reflection component for all frequency ranges. Differences in frequency change between adults and newborns may stem from developmental changes in cochlear processing. Alignment of the component phase differences between the up- and down-swept conditions resulted in elimination of frequency-change in reconstructed composite DPOAEs.
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Affiliation(s)
- Hammam A AlMakadma
- Department of Communication Sciences and Disorders, Syracuse University, 621 Skytop Road, Suite 1200, Syracuse, NY 13210, United States.
| | - Simon Henin
- Speech-Language-Hearing Sciences, Graduate School and University Center, City University of New York, 365 Fifth Avenue, NY 10016, United States.
| | - Beth A Prieve
- Department of Communication Sciences and Disorders, Syracuse University, 621 Skytop Road, Suite 1200, Syracuse, NY 13210, United States.
| | - Walid M Dyab
- L.C. Smith College of Engineering and Computer Science, 621 Skytop Road, Syracuse University, Syracuse, NY 13244, United States.
| | - Glenis R Long
- Speech-Language-Hearing Sciences, Graduate School and University Center, City University of New York, 365 Fifth Avenue, NY 10016, United States.
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Mishra SK, Abdala C. Stability of the medial olivocochlear reflex as measured by distortion product otoacoustic emissions. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2015; 58:122-134. [PMID: 25320951 PMCID: PMC4712848 DOI: 10.1044/2014_jslhr-h-14-0013] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Revised: 05/05/2014] [Accepted: 09/18/2014] [Indexed: 06/04/2023]
Abstract
PURPOSE The purpose of this study was to assess the repeatability of a fine-resolution, distortion product otoacoustic emission (DPOAE)-based assay of the medial olivocochlear (MOC) reflex in normal-hearing adults. METHOD Data were collected during 36 test sessions from 4 normal-hearing adults to assess short-term stability and 5 normal-hearing adults to assess long-term stability. DPOAE level and phase measurements were recorded with and without contralateral acoustic stimulation. MOC reflex indices were computed by (a) noting contralateral acoustic stimulation-induced changes in DPOAE level (both absolute and normalized) at fine-structure peaks, (b) recording the effect as a vector difference, and (c) separating DPOAE components and considering a component-specific metric. RESULTS Analyses indicated good repeatability of all indices of the MOC reflex in most frequency ranges. Short- and long-term repeatability were generally comparable. Indices normalized to a subject's own baseline fared best, showing strong short- and long-term stability across all frequency intervals. CONCLUSIONS These results suggest that fine-resolution DPOAE-based measures of the MOC reflex measured at strategic frequencies are stable, and natural variance from day-to-day or week-to-week durations is small enough to detect between-group differences and possibly to monitor intervention-related success. However, this is an empirical question that must be directly tested to confirm its utility.
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Kalluri R, Abdala C. Stimulus-frequency otoacoustic emissions in human newborns. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2015; 137:EL78-84. [PMID: 25618103 PMCID: PMC4272386 DOI: 10.1121/1.4903915] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Revised: 10/07/2014] [Accepted: 11/20/2014] [Indexed: 05/26/2023]
Abstract
This study presents the first reported measurements of stimulus frequency emissions (SFOAEs) in 15 human newborns and compares their magnitudes and phase-gradient delays to those reported in adults. SFOAEs in newborns were measured at stimulus levels as low as 15 dB sound pressure level (SPL). Responses were compared between adults and newborns at stimulus levels where SFOAEs in both age groups demonstrated approximately linear growth (<40 dB SPL for newborns, <25 dB SPL for adults). Neonates had adult-like SFOAE delays when compared in this fashion, which compensates for newborn middle ear inefficiencies.
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Affiliation(s)
- Radha Kalluri
- House Research Institute, Department of Communication and Auditory Neuroscience, 2100 West Third Street, Los Angeles, California 90057 ,
| | - Carolina Abdala
- House Research Institute, Department of Communication and Auditory Neuroscience, 2100 West Third Street, Los Angeles, California 90057 ,
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Abdala C, Guérit F, Luo P, Shera CA. Distortion-product otoacoustic emission reflection-component delays and cochlear tuning: estimates from across the human lifespan. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2014; 135:1950-8. [PMID: 25234993 PMCID: PMC4167749 DOI: 10.1121/1.4868357] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2013] [Revised: 01/09/2014] [Accepted: 02/17/2014] [Indexed: 05/24/2023]
Abstract
A consistent relationship between reflection-emission delay and cochlear tuning has been demonstrated in a variety of mammalian species, as predicted by filter theory and models of otoacoustic emission (OAE) generation. As a step toward the goal of studying cochlear tuning throughout the human lifespan, this paper exploits the relationship and explores two strategies for estimating delay trends-energy weighting and peak picking-both of which emphasize data at the peaks of the magnitude fine structure. Distortion product otoacoustic emissions (DPOAEs) at 2f1-f2 were recorded, and their reflection components were extracted in 184 subjects ranging in age from prematurely born neonates to elderly adults. DPOAEs were measured from 0.5-4 kHz in all age groups and extended to 8 kHz in young adults. Delay trends were effectively estimated using either energy weighting or peak picking, with the former method yielding slightly shorter delays and the latter somewhat smaller confidence intervals. Delay and tuning estimates from young adults roughly match those obtained from SFOAEs. Although the match is imperfect, reflection-component delays showed the expected bend (apical-basal transition) near 1 kHz, consistent with a break in cochlear scaling. Consistent with other measures of tuning, the term newborn group showed the longest delays and sharpest tuning over much of the frequency range.
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Affiliation(s)
- Carolina Abdala
- Division of Communication and Auditory Neuroscience, House Research Institute, 2100 West 3rd Street, Los Angeles, California 90057
| | - François Guérit
- Department of Electrical Engineering, Technical University of Denmark, 2800 Kongens Lyngby, Denmark
| | - Ping Luo
- Division of Communication and Auditory Neuroscience, House Research Institute, 2100 West 3rd Street, Los Angeles, California 90057
| | - Christopher A Shera
- Eaton-Peabody Laboratories, Massachusetts Eye and Ear Infirmary, 243 Charles Street, Boston, Massachusetts 02114
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Abdala C, Dhar S. Maturation and aging of the human cochlea: a view through the DPOAE looking glass. J Assoc Res Otolaryngol 2012; 13:403-21. [PMID: 22476702 PMCID: PMC3346898 DOI: 10.1007/s10162-012-0319-2] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2011] [Accepted: 03/08/2012] [Indexed: 02/07/2023] Open
Abstract
Cochlear function changes throughout the human lifespan. Distortion product otoacoustic emissions (DPOAEs) were recorded in 156 ears to examine these changes and speculate as to their mechanistic underpinnings. DPOAEs were analyzed within the context of current OAE generation theory, which recognizes distinct emission mechanisms. Seven age groups including premature newborns through senescent adults were tested with a swept-tone DPOAE protocol to examine magnitude and phase features of both the mixed DPOAE and individual distortion and reflection components. Results indicate (1) 6-8-month-old infants have the most robust DPOAE and component levels for frequencies >1.5 kHz; (2) older adults show a substantial reduction in DPOAE and distortion-component levels combined with a smaller drop in reflection-component levels; (3) all age groups manifest a violation of distortion phase invariance at frequencies below 1.5 kHz consistent with a secular break in cochlear scaling; the apical phase delay is markedly longer in newborns; and (4) phase slope of reflection emissions is most shallow in the older adults. Combined findings suggest that basilar membrane motion in the apical half of the cochlea is immature at birth and that the cochlea of senescent adults shows reduced nonlinearity and relatively shallow reflection-component phase slope, which can be interpreted to suggest degraded tuning.
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Affiliation(s)
- Carolina Abdala
- Division of Communication and Auditory Neuroscience, House Research Institute, 2100 W. Third St., Los Angeles, CA 90057 USA
| | - Sumitrajit Dhar
- Knowles Hearing Center, Roxelyn & Richard Pepper Department of Communication Sciences & Disorders, Northwestern University, Evanston, IL 60208 USA
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Abdala C, Keefe DH. Morphological and Functional Ear Development. HUMAN AUDITORY DEVELOPMENT 2012. [DOI: 10.1007/978-1-4614-1421-6_2] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
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Abdala C, Dhar S, Kalluri R. Deviations from Scaling Symmetry in the Apical Half of the Human Cochlea. AIP CONFERENCE PROCEEDINGS 2011; 1403:483-488. [PMID: 22745514 PMCID: PMC3382980 DOI: 10.1063/1.3658135] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Invariant distortion product otoacoustic emission (DPOAE) phase elucidates scaling symmetry in the cochlea. Below some low-frequency boundary, DPOAE phase slope steepens. The origin of this break in phase invariance is not clear. Stimulus frequency (SF)OAE delays computed from the slope of phase also manifest discontinuities at low frequencies, though the relationship between the breaking of cochlear scaling as defined by SFOAE and DPOAE metrics has not been examined. In this study, OAEs were recorded in normal-hearing human adults to probe cochlear scaling and its breaking and to examine the correspondence between two OAE metrics of scaling. Results indicate: (1) the apical break in DPOAE phase invariance cannot be explained by contributions from the reflection-source component; (2) DPOAE phase signals a break from scaling near 1.5 kHz and (3) DPOAE and SFOAE metrics of cochlear scaling produce phase discontinuities within approximately one-quarter octave of each other and show comparable rates of breaking, suggesting a common underlying origin.
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Affiliation(s)
- Carolina Abdala
- House Research Institute, Division of Communication & Auditory Neuroscience, 2100 W. 3rd St, Los Angeles, CA 90057, USA
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