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DeRoy Milvae K, Kuchinsky SE, Nguyen N, Goupell MJ. Cochlear-implant dichotic listening performance and effort are disrupted with functional ear asymmetry. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2025; 157:2905-2920. [PMID: 40243393 PMCID: PMC12007939 DOI: 10.1121/10.0036440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 02/25/2025] [Accepted: 03/31/2025] [Indexed: 04/18/2025]
Abstract
When speech understanding abilities differ across the ears, auditory attention and listening effort could be impacted. Twenty listeners with bilateral cochlear implants (CIs) completed this experiment. Fourteen listeners had symmetric and six listeners had asymmetric functional hearing. Listeners completed monotic and dichotic digit recall with digit string lengths of four and six digits and attention directed to each ear. Pupil size was monitored as an index of listening effort. Individual differences in working memory and inhibition abilities were measured. It was hypothesized that ear asymmetry would lead to poorer listening performance and higher listening effort, and that cognitive abilities would predict both performance and listening effort. Greater differences in performance across ears were observed with asymmetry. Lower listening effort was observed with asymmetry, regardless of which ear was attended. Poorer working memory abilities predicted higher listening effort. These results suggest that asymmetric listeners may experience reduced perception of a poorer ear, and that individuals with poorer working memory abilities are at risk to experience higher listening effort in complex listening environments with CIs. More broadly, these results suggest that the salience of sensory inputs contributes to auditory attention ability and use of cognitive resources.
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Affiliation(s)
- Kristina DeRoy Milvae
- Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, New York 14214, USA
| | - Stefanie E Kuchinsky
- National Military Audiology and Speech Pathology Center, Walter Reed National Military Medical Center, Bethesda, Maryland 20889, USA
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
| | - Nicole Nguyen
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
| | - Matthew J Goupell
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
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2
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Reiss LAJ, Goupell MJ. Binaural fusion: Complexities in definition and measurement. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2024; 156:2395-2408. [PMID: 39392352 PMCID: PMC11470809 DOI: 10.1121/10.0030476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 09/10/2024] [Accepted: 09/20/2024] [Indexed: 10/12/2024]
Abstract
Despite the growing interest in studying binaural fusion, there is little consensus over its definition or how it is best measured. This review seeks to describe the complexities of binaural fusion, highlight measurement challenges, provide guidelines for rigorous perceptual measurements, and provide a working definition that encompasses this information. First, it is argued that binaural fusion may be multidimensional and might occur in one domain but not others, such as fusion in the spatial but not the spectral domain or vice versa. Second, binaural fusion may occur on a continuous scale rather than on a binary one. Third, binaural fusion responses are highly idiosyncratic, which could be a result of methodology, such as the specific experimental instructions, suggesting a need to explicitly report the instructions given. Fourth, it is possible that direct ("Did you hear one sound or two?") and indirect ("Where did the sound come from?" or "What was the pitch of the sound?") measurements of fusion will produce different results. In conclusion, explicit consideration of these attributes and reporting of methodology are needed for rigorous interpretation and comparison across studies and listener populations.
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Affiliation(s)
- Lina A J Reiss
- Oregon Hearing Research Center, Department of Otolaryngology, Oregon Health and Science University, Portland, Oregon 97239, USA
| | - Matthew J Goupell
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
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3
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Anderson SR, Burg E, Suveg L, Litovsky RY. Review of Binaural Processing With Asymmetrical Hearing Outcomes in Patients With Bilateral Cochlear Implants. Trends Hear 2024; 28:23312165241229880. [PMID: 38545645 PMCID: PMC10976506 DOI: 10.1177/23312165241229880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 01/11/2024] [Accepted: 01/16/2024] [Indexed: 04/01/2024] Open
Abstract
Bilateral cochlear implants (BiCIs) result in several benefits, including improvements in speech understanding in noise and sound source localization. However, the benefit bilateral implants provide among recipients varies considerably across individuals. Here we consider one of the reasons for this variability: difference in hearing function between the two ears, that is, interaural asymmetry. Thus far, investigations of interaural asymmetry have been highly specialized within various research areas. The goal of this review is to integrate these studies in one place, motivating future research in the area of interaural asymmetry. We first consider bottom-up processing, where binaural cues are represented using excitation-inhibition of signals from the left ear and right ear, varying with the location of the sound in space, and represented by the lateral superior olive in the auditory brainstem. We then consider top-down processing via predictive coding, which assumes that perception stems from expectations based on context and prior sensory experience, represented by cascading series of cortical circuits. An internal, perceptual model is maintained and updated in light of incoming sensory input. Together, we hope that this amalgamation of physiological, behavioral, and modeling studies will help bridge gaps in the field of binaural hearing and promote a clearer understanding of the implications of interaural asymmetry for future research on optimal patient interventions.
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Affiliation(s)
- Sean R. Anderson
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Physiology and Biophysics, University of Colorado Anschutz Medical School, Aurora, CO, USA
| | - Emily Burg
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lukas Suveg
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Ruth Y. Litovsky
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, USA
- Department of Surgery, Division of Otolaryngology, University of Wisconsin-Madison, Madison, WI, USA
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4
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Cleary M, DeRoy Milvae K, Nguyen N, Bernstein JGW, Goupell MJ. Effect of experimentally introduced interaural frequency mismatch on sentence recognition in bilateral cochlear-implant listeners. JASA EXPRESS LETTERS 2023; 3:044401. [PMID: 37096891 PMCID: PMC10080388 DOI: 10.1121/10.0017705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 03/13/2023] [Indexed: 05/03/2023]
Abstract
Bilateral cochlear-implant users experience interaural frequency mismatch because of asymmetries in array insertion and frequency-to-electrode assignment. To explore the acute perceptual consequences of such mismatch, sentence recognition in quiet was measured in nine bilateral cochlear-implant listeners as frequency allocations in the poorer ear were shifted by ±1.5, ±3, and ±4.5 mm using experimental programs. Shifts in frequency allocation >3 mm reduced bilateral sentence scores below those for the better ear alone, suggesting that the poorer ear interfered with better-ear perception. This was not a result of fewer active channels; deactivating electrodes without frequency shifting had minimal effect.
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Affiliation(s)
- Miranda Cleary
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
| | - Kristina DeRoy Milvae
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
| | - Nicole Nguyen
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
| | - Joshua G W Bernstein
- National Military Audiology and Speech Pathology Center, Walter Reed National Military Medical Center, Bethesda, Maryland 20889, , , , ,
| | - Matthew J Goupell
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742, USA
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5
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Thakkar T, Kan A, Litovsky RY. Lateralization of interaural time differences with mixed rates of stimulation in bilateral cochlear implant listeners. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2023; 153:1912. [PMID: 37002065 PMCID: PMC10036141 DOI: 10.1121/10.0017603] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 02/23/2023] [Accepted: 02/25/2023] [Indexed: 05/18/2023]
Abstract
While listeners with bilateral cochlear implants (BiCIs) are able to access information in both ears, they still struggle to perform well on spatial hearing tasks when compared to normal hearing listeners. This performance gap could be attributed to the high stimulation rates used for speech representation in clinical processors. Prior work has shown that spatial cues, such as interaural time differences (ITDs), are best conveyed at low rates. Further, BiCI listeners are sensitive to ITDs with a mixture of high and low rates. However, it remains unclear whether mixed-rate stimuli are perceived as unitary percepts and spatially mapped to intracranial locations. Here, electrical pulse trains were presented on five, interaurally pitch-matched electrode pairs using research processors, at either uniformly high rates, low rates, or mixed rates. Eight post-lingually deafened adults were tested on perceived intracranial lateralization of ITDs ranging from 50 to 1600 μs. Extent of lateralization depended on the location of low-rate stimulation along the electrode array: greatest in the low- and mixed-rate configurations, and smallest in the high-rate configuration. All but one listener perceived a unitary auditory object. These findings suggest that a mixed-rate processing strategy can result in good lateralization and convey a unitary auditory object with ITDs.
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Affiliation(s)
- Tanvi Thakkar
- Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
| | - Alan Kan
- School of Engineering, Macquarie University, New South Wales 2109, Australia
| | - Ruth Y Litovsky
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
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6
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Cleary M, DeRoy Milvae K, Nguyen N, Bernstein JGW, Goupell MJ. Effect of experimentally introduced interaural frequency mismatch on sentence recognition in bilateral cochlear-implant listeners. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.01.06.23284274. [PMID: 36711489 PMCID: PMC9882401 DOI: 10.1101/2023.01.06.23284274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Bilateral cochlear-implant users experience interaural frequency mismatch because of asymmetries in array insertion and frequency-to-electrode assignment. To explore the acute perceptual consequences of such mismatch, sentence recognition in quiet was measured in nine bilateral cochlear-implant listeners as frequency allocations in the poorer ear were shifted by ±1.5, ±3 and ±4.5 mm using experimental programs. Shifts in frequency allocation >3 mm were found to reduce bilateral sentence scores below those for the better ear alone, suggesting that the poorer ear interfered with better-ear perception. This was not a result of fewer active channels; deactivating electrodes without frequency shifting had minimal effect.
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Affiliation(s)
- Miranda Cleary
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA
| | - Kristina DeRoy Milvae
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA,Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, NY, USA
| | - Nicole Nguyen
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA
| | - Joshua G. W. Bernstein
- National Military Audiology and Speech Pathology Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Matthew J. Goupell
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA
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7
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Anderson SR, Gallun FJ, Litovsky RY. Interaural asymmetry of dynamic range: Abnormal fusion, bilateral interference, and shifts in attention. Front Neurosci 2023; 16:1018190. [PMID: 36699517 PMCID: PMC9869277 DOI: 10.3389/fnins.2022.1018190] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 12/19/2022] [Indexed: 01/12/2023] Open
Abstract
Speech information in the better ear interferes with the poorer ear in patients with bilateral cochlear implants (BiCIs) who have large asymmetries in speech intelligibility between ears. The goal of the present study was to assess how each ear impacts, and whether one dominates, speech perception using simulated CI processing in older and younger normal-hearing (ONH and YNH) listeners. Dynamic range (DR) was manipulated symmetrically or asymmetrically across spectral bands in a vocoder. We hypothesized that if abnormal integration of speech information occurs with asymmetrical speech understanding, listeners would demonstrate an atypical preference in accuracy when reporting speech presented to the better ear and fusion of speech between the ears (i.e., an increased number of one-word responses when two words were presented). Results from three speech conditions showed that: (1) When the same word was presented to both ears, speech identification accuracy decreased if one or both ears decreased in DR, but listeners usually reported hearing one word. (2) When two words with different vowels were presented to both ears, speech identification accuracy and percentage of two-word responses decreased consistently as DR decreased in one or both ears. (3) When two rhyming words (e.g., bed and led) previously shown to phonologically fuse between ears (e.g., bled) were presented, listeners instead demonstrated interference as DR decreased. The word responded in (2) and (3) came from the right (symmetric) or better (asymmetric) ear, especially in (3) and for ONH listeners in (2). These results suggest that the ear with poorer dynamic range is downweighted by the auditory system, resulting in abnormal fusion and interference, especially for older listeners.
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Affiliation(s)
- Sean R. Anderson
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
| | - Frederick J. Gallun
- Department of Otolaryngology-Head and Neck Surgery, Oregon Health and Science University, Portland, OR, United States
| | - Ruth Y. Litovsky
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, United States
- Department of Surgery, Division of Otolaryngology, University of Wisconsin-Madison, Madison, WI, United States
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8
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Anderson SR, Kan A, Litovsky RY. Asymmetric temporal envelope sensitivity: Within- and across-ear envelope comparisons in listeners with bilateral cochlear implants. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2022; 152:3294. [PMID: 36586876 PMCID: PMC9731674 DOI: 10.1121/10.0016365] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 11/14/2022] [Accepted: 11/16/2022] [Indexed: 06/17/2023]
Abstract
For listeners with bilateral cochlear implants (BiCIs), patient-specific differences in the interface between cochlear implant (CI) electrodes and the auditory nerve can lead to degraded temporal envelope information, compromising the ability to distinguish between targets of interest and background noise. It is unclear how comparisons of degraded temporal envelope information across spectral channels (i.e., electrodes) affect the ability to detect differences in the temporal envelope, specifically amplitude modulation (AM) rate. In this study, two pulse trains were presented simultaneously via pairs of electrodes in different places of stimulation, within and/or across ears, with identical or differing AM rates. Results from 11 adults with BiCIs indicated that sensitivity to differences in AM rate was greatest when stimuli were paired between different places of stimulation in the same ear. Sensitivity from pairs of electrodes was predicted by the poorer electrode in the pair or the difference in fidelity between both electrodes in the pair. These findings suggest that electrodes yielding poorer temporal fidelity act as a bottleneck to comparisons of temporal information across frequency and ears, limiting access to the cues used to segregate sounds, which has important implications for device programming and optimizing patient outcomes with CIs.
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Affiliation(s)
- Sean R Anderson
- Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
| | - Alan Kan
- School of Engineering, Macquarie University, Sydney, New South Wales 2109, Australia
| | - Ruth Y Litovsky
- Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
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9
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Cleary M, Bernstein JGW, Stakhovskaya OA, Noble J, Kolberg E, Jensen KK, Hoa M, Kim HJ, Goupell MJ. The Relationship Between Interaural Insertion-Depth Differences, Scalar Location, and Interaural Time-Difference Processing in Adult Bilateral Cochlear-Implant Listeners. Trends Hear 2022; 26:23312165221129165. [PMID: 36379607 PMCID: PMC9669699 DOI: 10.1177/23312165221129165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Sensitivity to interaural time differences (ITDs) in acoustic hearing involves comparison of interaurally frequency-matched inputs. Bilateral cochlear-implant arrays are, however, only approximately aligned in angular insertion depth and scalar location across the cochleae. Interaural place-of-stimulation mismatch therefore has the potential to impact binaural perception. ITD left-right discrimination thresholds were examined in 23 postlingually-deafened adult bilateral cochlear-implant listeners, using low-rate constant-amplitude pulse trains presented via direct stimulation to single electrodes in each ear. Angular insertion depth and scalar location measured from computed-tomography (CT) scans were used to quantify interaural mismatch, and their association with binaural performance was assessed. Number-matched electrodes displayed a median interaural insertion-depth mismatch of 18° and generally yielded best or near-best ITD discrimination thresholds. Two listeners whose discrimination thresholds did not show this pattern were confirmed via CT to have atypical array placement. Listeners with more number-matched electrode pairs located in the scala tympani displayed better thresholds than listeners with fewer such pairs. ITD tuning curves as a function of interaural electrode separation were broad; bandwidths at twice the threshold minimum averaged 10.5 electrodes (equivalent to 5.9 mm for a Cochlear-brand pre-curved array). Larger angular insertion-depth differences were associated with wider bandwidths. Wide ITD tuning curve bandwidths appear to be a product of both monopolar stimulation and angular insertion-depth mismatch. Cases of good ITD sensitivity with very wide bandwidths suggest that precise matching of insertion depth is not critical for discrimination thresholds. Further prioritizing scala tympani location at implantation should, however, benefit ITD sensitivity.
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Affiliation(s)
- Miranda Cleary
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA
| | - Joshua G. W. Bernstein
- National Military Audiology and Speech Pathology Center, Walter Reed National Military Medical
Center, Bethesda, MD, USA
| | - Olga A. Stakhovskaya
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA
| | - Jack Noble
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA,Department of Hearing and Speech Sciences, Vanderbilt University
Medical Center, Nashville, TN, USA,Department of Otolaryngology, Vanderbilt University Medical Center,
Nashville, TN, USA
| | - Elizabeth Kolberg
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA
| | - Kenneth K. Jensen
- National Military Audiology and Speech Pathology Center, Walter Reed National Military Medical
Center, Bethesda, MD, USA
| | - Michael Hoa
- Department of Otolaryngology-Head and Neck Surgery, Georgetown University Medical
Center, Washington, DC, USA
| | - Hung Jeffrey Kim
- Department of Otolaryngology-Head and Neck Surgery, Georgetown University Medical
Center, Washington, DC, USA
| | - Matthew J. Goupell
- Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, USA,Matthew J. Goupell, Department of Hearing
and Speech Sciences, University of Maryland, College Park, MD 20742, USA.
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10
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Bernstein JGW, Jensen KK, Stakhovskaya OA, Noble JH, Hoa M, Kim HJ, Shih R, Kolberg E, Cleary M, Goupell MJ. Interaural Place-of-Stimulation Mismatch Estimates Using CT Scans and Binaural Perception, But Not Pitch, Are Consistent in Cochlear-Implant Users. J Neurosci 2021; 41:10161-10178. [PMID: 34725189 PMCID: PMC8660045 DOI: 10.1523/jneurosci.0359-21.2021] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 08/23/2021] [Accepted: 10/01/2021] [Indexed: 11/21/2022] Open
Abstract
Bilateral cochlear implants (BI-CIs) or a CI for single-sided deafness (SSD-CI; one normally functioning acoustic ear) can partially restore spatial-hearing abilities, including sound localization and speech understanding in noise. For these populations, however, interaural place-of-stimulation mismatch can occur and thus diminish binaural sensitivity that relies on interaurally frequency-matched neurons. This study examined whether plasticity-reorganization of central neural pathways over time-can compensate for peripheral interaural place mismatch. We hypothesized differential plasticity across two systems: none for binaural processing but adaptation for pitch perception toward frequencies delivered by the specific electrodes. Interaural place mismatch was evaluated in 19 BI-CI and 23 SSD-CI human subjects (both sexes) using binaural processing (interaural-time-difference discrimination with simultaneous bilateral stimulation), pitch perception (pitch ranking for single electrodes or acoustic tones with sequential bilateral stimulation), and physical electrode-location estimates from computed-tomography (CT) scans. On average, CT scans revealed relatively little BI-CI interaural place mismatch (26° insertion-angle mismatch) but a relatively large SSD-CI mismatch, particularly at low frequencies (166° for an electrode tuned to 300 Hz, decreasing to 14° at 7000 Hz). For BI-CI subjects, the three metrics were in agreement because there was little mismatch. For SSD-CI subjects, binaural and CT measurements were in agreement, suggesting little binaural-system plasticity induced by mismatch. The pitch measurements disagreed with binaural and CT measurements, suggesting place-pitch plasticity or a procedural bias. These results suggest that reducing interaural place mismatch and potentially improving binaural processing by reprogramming the CI frequency allocation would be better done using CT-scan than pitch information.SIGNIFICANCE STATEMENT Electrode-array placement for cochlear implants (bionic prostheses that partially restore hearing) does not explicitly align neural representations of frequency information. The resulting interaural place-of-stimulation mismatch can diminish spatial-hearing abilities. In this study, adults with two cochlear implants showed reasonable interaural alignment, whereas those with one cochlear implant but normal hearing in the other ear often showed mismatch. In cases of mismatch, binaural sensitivity was best when the same cochlear locations were stimulated in both ears, suggesting that binaural brainstem pathways do not experience plasticity to compensate for mismatch. In contrast, interaurally pitch-matched electrodes deviated from cochlear-location estimates and did not optimize binaural sensitivity. Clinical correction of interaural place mismatch using binaural or computed-tomography (but not pitch) information may improve spatial-hearing benefits.
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Affiliation(s)
- Joshua G W Bernstein
- National Military Audiology and Speech Pathology Center, Walter Reed National Military Medical Center, Bethesda, Maryland 20889
| | - Kenneth K Jensen
- National Military Audiology and Speech Pathology Center, Walter Reed National Military Medical Center, Bethesda, Maryland 20889
| | - Olga A Stakhovskaya
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742
| | - Jack H Noble
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, Tennessee 37232
| | - Michael Hoa
- Department of Otolaryngology Head and Neck Surgery, Georgetown University Medical Center, Washington, DC 20057
| | - H Jeffery Kim
- Department of Otolaryngology Head and Neck Surgery, Georgetown University Medical Center, Washington, DC 20057
| | - Robert Shih
- Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Maryland 20889
| | - Elizabeth Kolberg
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742
| | - Miranda Cleary
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742
| | - Matthew J Goupell
- Department of Hearing and Speech Sciences, University of Maryland, College Park, Maryland 20742
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