Abstract
The classic view of sensorineural hearing loss has been that the primary damage targets are hair cells and that auditory nerve loss is typically secondary to hair cell degeneration. Recent work has challenged that view. In noise-induced hearing loss, exposures causing only reversible threshold shifts (and no hair cell loss) nevertheless cause permanent loss of >50% of the synaptic connections between hair cells and the auditory nerve. Similarly, in age-related hearing loss, degeneration of cochlear synapses precedes both hair cell loss and threshold elevation. This primary neural degeneration has remained a “hidden hearing loss” for two reasons: 1) the neuronal cell bodies survive for years despite loss of synaptic connection with hair cells, and 2) the degeneration is selective for auditory nerve fibers with high thresholds. Although not required for threshold detection when quiet, these high-threshold fibers are critical for hearing in noisy environments. Research suggests that primary neural degeneration is an important contributor to the perceptual handicap in sensorineural hearing loss, and it may be key to the generation of tinnitus and other associated perceptual anomalies. In cases where the hair cells survive, neurotrophin therapies can elicit neurite outgrowth from surviving auditory neurons and re-establishment of their peripheral synapses; thus, treatments may be on the horizon.
Keywords: sensorineural hearing loss, noise-induced hearing loss, auditory neurons
Introduction
According to the Centers for Disease Control, 25% of American adults suffer from some form of noise-induced hearing loss (NIHL). Our ears were not designed to withstand long and repeated exposure to the high sound pressures produced by the machinery that surrounds us in modern industrialized society, be it work-, leisure- or combat-related. Correspondingly, with increasing life expectancy, the prevalence of age-related hearing loss (AHL) is also on the rise. The National Institute on Deafness estimates that 33% of people over the age of 65 have significant hearing impairment. The two types of hearing loss are likely interrelated, as people in minimally industrialized areas (e.g. the Sudanese desert) do not show the inexorable age-related deterioration of hearing seen in the developed world 1.
Both NIHL and AHL are known as sensorineural hearing loss because the dysfunction arises in the inner ear, or cochlea, where sound-induced vibrations are transduced by sensory hair cells into electrical signals in cochlear neurons that relay the encoded information to the brain ( Figure 1). For decades, we've known that hair cell damage is a key contributor to the hearing loss in NIHL and AHL 2– 4, as defined by the audiogram, which measures the minimal sound pressure required for pure-tone detection in a quiet test booth. For decades, it was assumed that cochlear neural loss occurred only after hair cell death 5 and thus was rarely of functional significance in NIHL or AHL.
Recently, my lab showed, in both NIHL and AHL, that synaptic connections between hair cells and cochlear neurons can be destroyed well before the hair cells are damaged 6. This synaptic loss silences large numbers of cochlear neurons but is invisible in routine histological material and does not affect tests of threshold detection, so long as the loss is not complete. This cochlear synaptopathy, also known as "hidden hearing loss", compromises performance on difficult listening tasks such as understanding speech in a noisy environment, which is the classic complaint of those with NIHL and AHL. In animal models, post-exposure treatment with neurotrophins, delivered locally to the inner ear, can repair or replace the damaged synapses 7, suggesting possible future therapies for some of the most disabling sensory impairments in sensorineural hearing loss.
Normal cochlear function
The mammalian cochlea is a spiraling, fluid-filled tube within a particularly dense bone ( Figure 1a). In cross-section, the spiraling bony tube is bisected by a membranous tube called the cochlear duct, the lumen of which is lined with epithelial cells, including three rows of outer hair cells (OHCs) and one row of inner hair cells (IHCs) ( Figure 2a). Each hair cell has, at its lumenal end, a “hair bundle", i.e. a tuft of modified microvilli, called stereocilia, where the mechanoelectrical transduction channels are found. Sound-evoked vibration of the sensory epithelium opens these channels, causing hair cell depolarization and release of neurotransmitter (glutamate) from the other end of the hair cell, where synapses with auditory nerve fibers (ANFs) are located ( Figure 2b). The entire spiraling sensory epithelium is mechanically tuned and is most responsive to high frequencies at the "basal" end, i.e. closer to the stapes, and to low frequencies at the "apical" end ( Figure 1b and c).
In humans, the cochlear spiral is ~32 mm long and contains roughly 3,200 IHCs and 10,000 OHCs 8. The two hair cell types have different functions. The OHCs have been called the "cochlear amplifier" because they possess electromotility, which is driven by molecular motors containing a membrane protein called prestin 9. Prestin undergoes a voltage-sensitive conformational change that turns sound-driven hair-cell receptor potentials back into mechanical motion that is powerful enough to vibrate the entire sensory epithelium, including the IHC stereocilia. The IHCs are more conventional sensory receptors, generating the pre-synaptic drive for all the myelinated sensory fibers of the auditory nerve. Each ANF has a bipolar "type I" cell body in the spiral ganglion that sends a myelinated peripheral axon towards the sensory epithelium, where its unmyelinated terminal contacts a single IHC, and a myelinated central axon to the cochlear nucleus ( Figure 3), the first central processing station in the ascending auditory pathway 10. In humans, as shown in Figure 4, each IHC is contacted by 4–13 ANFs 11, 12 depending on cochlear location; thus, each auditory nerve contains ~40,000 myelinated sensory fibers. The OHCs are contacted by a much smaller population (5–10%) of thin, unmyelinated fibers 13. These "type II" ANFs also project to the cochlear nucleus 14. Their function is unclear, but they may be nociceptors 15– 17.
Hearing loss and hair cell damage in AHL and NIHL
As for most types of hearing dysfunction, characterizing NIHL and AHL in humans begins with the threshold audiogram, which measures the lowest audible sound pressure for pure tones at octave-frequency intervals, typically 0.25, 0.5, 1, 2, 4, and 8 kHz (middle C is ~0.25 kHz, and the highest note on the piano is ~4 kHz). Human hearing is normally most sensitive near 1 kHz, where average sound pressure at threshold in young adults is 2 × 10 –5 newtons/m 2, which is defined as 0 dB SPL (decibels sound pressure level). The dB scale is logarithmic, and each 20 dB increment corresponds to a 10-fold increase in the amplitude of the sound wave. The ear has an enormous dynamic range: loudness grows monotonically over at least a 100 dB range (10 5 × threshold pressure) and the threshold of pain is cited as 140 dB SPL (10 7 × threshold pressure) 18.
Cross-sectional studies in the 1960s documented the rise in audiometric thresholds with increasing years of exposure in noisy factories 19, where, prior to federal regulation of workplace noise, SPLs were in excess of 100 dB SPL (current regulations limit an 8-hour workday exposure to 85 dB SPL A-weighted). In its early stages, NIHL is often seen as a "notch" (i.e. threshold elevation) in the audiogram at 4 kHz. As exposure-time accumulates, the hearing loss extends to 8 kHz, and ultimately the audiogram can reveal no hearing sensation above 1 or 2 kHz, even at the highest sound pressures tested. AHL, as documented in cross-sectional studies, also affects the high frequencies first and can often lead to high-frequency deafness similar to that in advanced NIHL 20.
At extremely high sound pressures, such as in blast injury (>180 dB SPL peak), there can be eardrum rupture and disarticulation of the ossicles 21. However, for continuous-noise exposures at sound pressures like those in even the noisiest pre-regulation factories, damage is restricted to the inner ear, and OHCs are particularly vulnerable 2. Complete loss of OHCs will elevate thresholds by 40–60 dB 22. Loss of IHCs will silence all sound-evoked activity from affected cochlear regions 2. Many surviving IHCs and OHCs suffer stereocilia damage that compromises function and can produce larger threshold shifts than predicted by the number of lost hair cells alone 23. In animal studies, a single 2-hour exposure at 115 dB SPL can destroy all IHCs and OHCs throughout the basal (high-frequency) half of the cochlear spiral 2, 24. Fortunately, humans may be somewhat less vulnerable to noise than are smaller mammals, requiring higher SPLs or longer exposures to produce comparable damage 25. Nevertheless, human ears with advanced NIHL or AHL also show extensive hair cell loss throughout the high-frequency cochlear regions 26.
Cochlear synaptopathy in NIHL and AHL
Although hair cell damage and death can be seen in minutes to hours after acoustic overexposure, death of spiral ganglion cells (the cell bodies of ANFs) is delayed by months to years 27. This observation led to the dogma that hair cells are the primary target of noise damage and that neurons die only secondarily to loss of their peripheral synapses 5. It has been known since the early 1980s that noise can lead to severe swelling of ANF terminals at their IHC synapses when examined within 24 hours post exposure 28, 29. This swelling, often accompanied by membrane rupture and loss of cytoplasmic contents, appears to be a kind of glutamate excitotoxicity, as it can be mimicked by cochlear perfusion of glutamate agonists and partially blocked by perfusion of glutamate antagonists 30, 31. However, ANF terminal swelling can be observed in ears with temporary threshold shifts (TTSs), and it disappears within a few days as thresholds recover. This threshold recovery led to the idea that neural connections recover or regenerate after noise damage, so long as the hair cells survive 32.
However, for years, no one counted ANF terminals in recovered ears because these unmyelinated endings and their synaptic connections are invisible in routine light-microscopic material ( Figure 2a), and the serial-section ultrastructural analysis required to count them is extremely labor intensive 33. Furthermore, threshold recovery, per se, is not proof of synaptic recovery. Cochlear function in these animal experiments is measured by recording ensemble ANF activity in response to brief tone bursts via metal electrodes on the cochlear capsule (compound action potential [CAP]) or in the skin of the external ear (auditory brainstem responses [ABRs]). Thresholds for these "gross" neural potentials are very sensitive to OHC damage, which can severely attenuate sound-evoked cochlear vibrations, but extremely insensitive to subtotal neural degeneration. This is because loss of ANFs and their contributions to the ensemble response can be readily compensated for, especially near threshold, by small increases in stimulus level, which recruit more responding fibers by spreading sound-evoked vibrations farther along the mechanically tuned cochlear spiral.
Thus, for many years, the question of whether or not noise destroys ANF synapses on surviving IHCs was not pursued. Then, my colleague Sharon Kujawa asked me to collaborate on a study of the interaction between NIHL and AHL. She exposed mice as young adults to a noise designed to produce a modest (40 dB) permanent threshold shift (PTS) and then let them age for 2 years to see if the cochlea deteriorated more rapidly in exposed versus unexposed animals. No prior work, to our knowledge, had followed animals for so long post exposure. Two years later, the noise-exposed mice showed ~50% loss of spiral ganglion cells in the basal half of the cochlea versus <5% in age-matched controls despite no significant loss of IHCs or OHCs in either group 34. Thinking back to the work on acute noise-induced ANF terminal swelling, we speculated that the exposure in our mice might be causing immediate and irreversible synaptic damage, which was revealed only by the extremely slow death of the disconnected spiral ganglion cells.
To pursue the question, we modified published immunostaining protocols to allow rapid quantification of ANF synaptic contacts in the light microscope 35. Each ANF contacts a single IHC via a single terminal bouton ( Figure 2 and Figure 3), forming a synaptic plaque containing (typically) a single pre-synaptic ribbon 33, 36. Thus, cochleae immunostained for a ribbon protein (CtBP2, red) and a glutamate receptor subtype (GluA2, 3, or 4, green) show pairs of closely apposed red and green, pre- and post-synaptic puncta ( Figure 5). Counts of puncta pairs from images acquired with confocal microscopy closely match values for ANF/IHC synapses in mice seen in a serial section ultrastructural analysis 36 and thus provide a rapid and robust measure of synaptic integrity in the IHC area. Each IHC is contacted by 4–28 ANFs depending on the species and cochlear location ( Figure 4): although humans have fewer ANFs per IHC than do smaller mammals, the number of ANFs per cochlea is greater because our cochlea is much longer and has many more IHCs.
We now know that even exposures producing only a TTS, and leaving all hair cells intact, can destroy up to 50% of IHC synapses across large cochlear regions ( Figure 5D). The damage is seen at cochlear regions tuned to frequencies higher than the exposure band because cochlear mechanics are non-linear: the region maximally stimulated at low SPLs (which defines “cochlear frequency”) is apical to the region maximally stimulated at high SPLs 37. The synaptic loss appears immediately after the noise 38 and, in the mouse, only worsens with increasing post-exposure time 39. In guinea pigs, there is partial post-exposure recovery of synaptic counts, but this may represent transient down- and up-regulation of ribbon or receptor proteins rather than degeneration and regeneration of synaptic contacts. This widespread synaptic loss in the absence of significant hair cell loss has been replicated in noise-exposed rats, guinea pigs, chinchillas, and monkeys (for review, see 40). Synaptopathy also appears in ears exposed to ototoxic drugs such as aminoglycoside antibiotics; significant loss of IHC synapses appears at doses below those causing hair cell loss or threshold shifts 41. Synaptopathy also appears in AHL: aging mice show synaptic loss before OHC loss (and the associated threshold shifts) 41, and surviving IHCs at the end of the mouse lifespan have lost ~50% of ANF synapses 38, 41. Normal-aging humans, i.e. those without explicit otologic disease, can also show dramatic cochlear neuropathy in regions of minimal hair cell loss 42: e.g. one 89-year-old ear retained only ~20% of the normal complement of ANF contacts despite minimal loss of either IHCs or OHCs 12.
The mechanisms underlying noise-induced synaptic damage have not been clarified beyond the cochlear perfusion studies of glutamate excitotoxicity in the 1980s 30, 31. Recent work showing that synaptopathy also occurs after a single high-intensity shockwave 43 suggests that prolonged overexposure of the post-synaptic membrane to glutamate may not be required. Furthermore, it is unclear whether noise-induced, age-related, and drug-induced synaptopathy all share the same mechanism.
Hidden hearing loss and problems hearing in noise
Regardless of underlying mechanisms, emerging evidence suggests that surviving IHCs are partly or largely disconnected from their primary sensory fibers in many types of acquired sensorineural hearing loss. This synaptopathy has been called "hidden hearing loss" 44 because the damage is not visible in routine cochlear histopathology and because primary neural degeneration does not significantly affect the threshold audiogram until it exceeds ~80% 45, 46. Although not needed for pure-tone detection in quiet environments, a full complement of ANFs is likely required for more difficult listening tasks.
Recordings from single ANFs in normal and noise-exposed animals suggest how synaptopathy might especially compromise hearing in noisy environments. In the normal ear, ANFs comprise at least two subgroups: low-threshold fibers with high spontaneous discharge rates (SRs) and high-threshold fibers with low SRs ( Figure 2c), constituting ~60% and 40% of the ANF population, respectively 47– 49. Although both high- and low-SR fibers can contact the same IHC ( Figure 2b), their synapses are spatially segregated around the IHC circumference ( Figure 2 and Figure 5) and their central projections are different 50– 52. Their sensitivity differences likely arise from a combination of pre- and post-synaptic differences in channel expression and input resistance, respectively 53, 54. Single-fiber recording studies have shown that low-SR synapses are the first to degenerate in AHL 55, NIHL 56, and at least one kind of drug ototoxicity 57. The reasons for their heightened vulnerability are not clear but may be related to the paucity of mitochondria in their peripheral terminals 33, as mitochondria, in supplying ATP for Ca 2+ pumps, are critical to the regulation of intracellular Ca 2+, and Ca 2+ overload is critical in the genesis of glutamate excitotoxicity 58. Persistent abnormalities in some high-SR responses have also been reported in synaptopathic guinea pigs 59.
As shown in Figure 2d, the high-threshold, low-SR fibers normally extend the dynamic range of the auditory periphery 60, 61, but their loss should not affect threshold detection of stimuli in an otherwise quiet environment. In the presence of continuous masking noise, however, their contributions become more critical, and their loss becomes more handicapping. By virtue of their higher thresholds, low-SR fibers are more resistant to "masking" by continuous noise 62. As the noise level rises, low-threshold, high-SR fibers are driven to "saturated" discharge rate, leaving only the high-threshold, low-SR fibers to carry information about stimuli embedded in the noise.
Hidden hearing loss in humans: diagnosis and treatment
Difficulty hearing in noise is a major complaint of people with sensorineural hearing loss, and it has long been known that two people with the same audiogram, whether normal or abnormal, can perform differently on speech-in-noise tests. Prior to the discovery of hidden hearing loss, these differences were ascribed largely to differences in central auditory processing. A few human histopathological studies suggest that cochlear synaptopathy is an important component of human sensorineural hearing loss, and one even suggests that it is correlated with word-recognition scores 63. However, the inner ear cannot be biopsied, so enhanced diagnostic tests are needed to screen living subjects.
In mouse studies, we showed that suprathreshold amplitudes of ABR wave 1, the summed onset responses of ANFs, were well correlated with the degree of cochlear synaptopathy, so long as cochlear sensitivity was not compromised due to OHC dysfunction 6, 41. Once thresholds are elevated, it is difficult to separate changes due to synaptopathy from those due to hair-cell damage. Auditory evoked potentials such as ABRs are easily measured in human subjects from scalp and/or ear-canal electrodes. In a recent study of young adults with normal audiograms, we found a correlation between performance on a difficult speech-in-noise test and alterations in auditory evoked potentials that were consistent with cochlear synaptopathy 64. Having purposely sought out subjects who abused their ears (aspiring musicians who never wore ear protection) and those who routinely protected their ears, we also noted a correlation between ear abuse and poorer performance on speech-in-noise tests. Other studies have shown correlations among normal-threshold young subjects between the ability to perform complex listening tasks and alterations in ABRs that suggest a peripheral rather than a central origin 65. A recent study of military veterans with normal audiograms has also found a correlation between ABR wave 1 amplitudes and noise-exposure history 66, while another recent study of "normal-hearing" subjects in the UK failed to find such a correlation 67. However, different metrics of noise history were used, and neither study correlated the electrophysiological results with performance on speech-in-noise tasks.
Clearly, more work is needed in this area. However, existing data from humans and animals make it clear that significant cochlear neural damage can occur without hair cell damage and thus can hide behind a normal audiogram. This neural damage is likely to be a handicap in difficult listening situations, especially as overt hearing loss (i.e. threshold elevation and hair cell damage) is added to the mix. Since existing federal guidelines on workplace noise exposure were derived based on the assumption that exposures producing no PTSs are benign 68, a careful re-evaluation of these guidelines is warranted if hidden hearing loss is to be prevented as well.
An exciting aspect of this work is the notion that some of the hearing handicap in sensorineural hearing loss might be treatable or preventable 69. In mammalian cochleae, including those in humans, hair cells and cochlear neurons are post-mitotic, and damaged or lost elements are never replaced 70. Although limited hair cell regeneration via transdifferentiation of remaining support cells has been demonstrated in animal models 71, the repair of cochlear synaptopathy is arguably simpler because there is an extended therapeutic window in which the hair cell targets as well as the spiral ganglions and their central axons survive 6. Multiple animal studies have shown that local delivery of neurotrophins, endogenous players in the signaling pathways involved in neuronal development and maintenance, can elicit neurite extension from spiral ganglion cells even in the adult mammalian ear 72. Several recent studies in the mouse and guinea pig have shown that at least within 24 hours post exposure, neurotrophin delivery can repair the noise-induced synaptic damage as it restores ABR amplitudes 7, 73, 74. Regeneration is likely more difficult at longer post-exposure times, but even in humans the distance from cell body to hair cell is <0.5 mm, and spiral ganglion cell death must be extremely slow because cochlear implants inserted years after deafness onset still provide useful hearing 75. Thus, it does not seem too far-fetched to imagine that there could be therapies for hidden hearing loss on the horizon.
Acknowledgements
The author gratefully acknowledges the invaluable contributions of Leslie Liberman in the development of immunostaining protocols and the preparation of histological material that enabled this work.
Editorial Note on the Review Process
F1000 Faculty Reviews are commissioned from members of the prestigious F1000 Faculty and are edited as a service to readers. In order to make these reviews as comprehensive and accessible as possible, the referees provide input before publication and only the final, revised version is published. The referees who approved the final version are listed with their names and affiliations but without their reports on earlier versions (any comments will already have been addressed in the published version).
The referees who approved this article are:
Robert Fettiplace, Department of Neuroscience, University of Wisconsin Medical School, Madison, Wisconsin, USA
Tobias Moser, Universitätsmedizin Göttingen, Germany, Germany
Richard Salvi, Center for Hearing and Deafness, University at Buffalo, New York, Buffalo, NY, USA
Christoph Schreiner, Kavli Institute for Fundamental Neuroscience, University of California, San Francisco, CA, USA
Funding Statement
Funding was received from the National Institute on Deafness and Other Communication Disorders (grant numbers R01 DC 00188 and P30 DC 05209).
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
[version 1; referees: 4 approved]
References
- 1. Rosen S, Bergman M, Plester D, et al. : Presbycusis study of a relatively noise-free population in the Sudan. Ann Otol Rhinol Laryngol. 1962;71(3):727–43. 10.1177/000348946207100313 [DOI] [PubMed] [Google Scholar]
- 2. Liberman MC, Kiang NY: Acoustic trauma in cats. Cochlear pathology and auditory-nerve activity. Acta Otolaryngol Suppl. 1978;358:1–63. [PubMed] [Google Scholar]
- 3. McGill TJ, Schuknecht HF: Human cochlear changes in noise induced hearing loss. Laryngoscope. 1976;86(9):1293–302. 10.1288/00005537-197609000-00001 [DOI] [PubMed] [Google Scholar]
- 4. Schuknecht HF, Gacek MR: Cochlear pathology in presbycusis. Ann Otol Rhinol Laryngol. 1993;102(1 Pt 2):1–16. 10.1177/00034894931020S101 [DOI] [PubMed] [Google Scholar]
- 5. Bohne BA, Harding GW: Degeneration in the cochlea after noise damage: primary versus secondary events. Am J Otol. 2000;21(4):505–9. [PubMed] [Google Scholar]
- 6. Kujawa SG, Liberman MC: Adding insult to injury: cochlear nerve degeneration after "temporary" noise-induced hearing loss. J Neurosci. 2009;29(45):14077–85. 10.1523/JNEUROSCI.2845-09.2009 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 7. Suzuki J, Corfas G, Liberman MC: Round-window delivery of neurotrophin 3 regenerates cochlear synapses after acoustic overexposure. Sci Rep. 2016;6:24907. 10.1038/srep24907 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Schuknecht HF: Pathology of the Ear. 2nd Edition, Baltimore: Lea & Febiger.1993;1–503. Reference Source [Google Scholar]
- 9. Dallos P: Cochlear amplification, outer hair cells and prestin. Curr Opin Neurobiol. 2008;18(4):370–6. 10.1016/j.conb.2008.08.016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Spoendlin H: Innervation patterns in the organ of corti of the cat. Acta Otolaryngol. 1969;67(2):239–54. 10.3109/00016486909125448 [DOI] [PubMed] [Google Scholar]
- 11. Nadol JB, Jr: Serial section reconstruction of the neural poles of hair cells in the human organ of Corti. I. Inner hair cells. Laryngoscope. 1983;93(5):599–614. 10.1002/lary.1983.93.5.599 [DOI] [PubMed] [Google Scholar]
- 12. Viana LM, O'Malley JT, Burgess BJ, et al. : Cochlear neuropathy in human presbycusis: Confocal analysis of hidden hearing loss in post-mortem tissue. Hear Res. 2015;327:78–88. 10.1016/j.heares.2015.04.014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Spoendlin H: Innervation densities of the cochlea. Acta Otolaryngol. 1972;73(2):235–48. 10.3109/00016487209138937 [DOI] [PubMed] [Google Scholar]
- 14. Kiang NY, Rho JM, Northrop CC, et al. : Hair-cell innervation by spiral ganglion cells in adult cats. Science. 1982;217(4555):175–7. 10.1126/science.7089553 [DOI] [PubMed] [Google Scholar]
- 15. Flores EN, Duggan A, Madathany T, et al. : A non-canonical pathway from cochlea to brain signals tissue-damaging noise. Curr Biol. 2015;25:606–12. 10.1016/j.cub.2015.01.009 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 16. Liu C, Glowatzki E, Fuchs PA: Unmyelinated type II afferent neurons report cochlear damage. Proc Natl Acad Sci U S A. 2015;112(47):14723–7. 10.1073/pnas.1515228112 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 17. Simmons DD, Liberman MC: Afferent innervation of outer hair cells in adult cats: I. Light microscopic analysis of fibers labeled with horseradish peroxidase. J Comp Neurol. 1988;270(1):132–44. 10.1002/cne.902700111 [DOI] [PubMed] [Google Scholar]
- 18. Stevens SS, Davis H: Hearing: Its psychology and physiology. New York: Wiley,1938. Reference Source [Google Scholar]
- 19. Passchier-Vermeer W: Hearing loss due to continuous exposure to steady-state broad-band noise. J Acoust Soc Am. 1974;56(5):1585–93. 10.1121/1.1903482 [DOI] [PubMed] [Google Scholar]
- 20. Cruickshanks KJ, Wiley TL, Tweed TS, et al. : Prevalence of hearing loss in older adults in Beaver Dam, Wisconsin. The Epidemiology of Hearing Loss Study. Am J Epidemiol. 1998;148(9):879–86. 10.1093/oxfordjournals.aje.a009713 [DOI] [PubMed] [Google Scholar]
- 21. Remenschneider AK, Lookabaugh S, Aliphas A, et al. : Otologic outcomes after blast injury: the Boston Marathon experience. Otol Neurotol. 2014;35(10):1825–34. 10.1097/MAO.0000000000000616 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 22. Dallos P, Harris D: Properties of auditory nerve responses in absence of outer hair cells. J Neurophysiol. 1978;41(2):365–83. [DOI] [PubMed] [Google Scholar]
- 23. Liberman MC, Dodds LW: Single-neuron labeling and chronic cochlear pathology. III. Stereocilia damage and alterations of threshold tuning curves. Hear Res. 1984;16(1):55–74. 10.1016/0378-5955(84)90025-X [DOI] [PubMed] [Google Scholar]
- 24. Wang Y, Hirose K, Liberman MC: Dynamics of noise-induced cellular injury and repair in the mouse cochlea. J Assoc Res Otolaryngol. 2002;3(3):248–68. 10.1007/s101620020028 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Dobie RA, Humes LE: Commentary on the regulatory implications of noise-induced cochlear neuropathy. Int J Audiol. 2017;56(sup1):74–8. 10.1080/14992027.2016.1255359 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 26. Johnsson LG, Hawkins JE, Jr: Sensory and neural degeneration with aging, as seen in microdissections of the human inner ear. Ann Otol Rhinol Laryngol. 1972;81(12):179–93. 10.1177/000348947208100203 [DOI] [PubMed] [Google Scholar]
- 27. Johnsson LG: Sequence of degeneration of Corti's organ and its first-order neurons. Ann Otol Rhinol Laryngol. 1974;83(3):294–303. 10.1177/000348947408300303 [DOI] [PubMed] [Google Scholar]
- 28. Liberman MC, Mulroy MJ: Acute and chronic effects of acoustic trauma: Cochlear pathology and auditory nerve pathophysiology. In New Perspectives on Noise-Induced Hearing Loss Hamernik RP, Henderson D, and Salvi R, Editors.1982;105–136. [Google Scholar]
- 29. Robertson D: Functional significance of dendritic swelling after loud sounds in the guinea pig cochlea. Hear Res. 1983;9(3):263–78. 10.1016/0378-5955(83)90031-X [DOI] [PubMed] [Google Scholar]
- 30. Pujol R, Lenoir M, Robertson D, et al. : Kainic acid selectively alters auditory dendrites connected with cochlear inner hair cells. Hear Res. 1985;18(2):145–51. 10.1016/0378-5955(85)90006-1 [DOI] [PubMed] [Google Scholar]
- 31. Pujol R, Puel JL, Gervais d'Aldin C, et al. : Pathophysiology of the glutamatergic synapses in the cochlea. Acta Otolaryngol. 1993;113(3):330–4. 10.3109/00016489309135819 [DOI] [PubMed] [Google Scholar]
- 32. Pujol R, Puel JL: Excitotoxicity, synaptic repair, and functional recovery in the mammalian cochlea: a review of recent findings. Ann N Y Acad Sci. 1999;884:249–54. 10.1111/j.1749-6632.1999.tb08646.x [DOI] [PubMed] [Google Scholar]
- 33. Liberman MC: Morphological differences among radial afferent fibers in the cat cochlea: an electron-microscopic study of serial sections. Hear Res. 1980;3(1):45–63. 10.1016/0378-5955(80)90007-6 [DOI] [PubMed] [Google Scholar]
- 34. Kujawa SG, Liberman MC: Acceleration of age-related hearing loss by early noise exposure: evidence of a misspent youth. J Neurosci. 2006;26(7):2115–23. 10.1523/JNEUROSCI.4985-05.2006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Khimich D, Nouvian R, Pujol R, et al. : Hair cell synaptic ribbons are essential for synchronous auditory signalling. Nature. 2005;434(7035):889–94. 10.1038/nature03418 [DOI] [PubMed] [Google Scholar]
- 36. Stamataki S, Francis HW, Lehar M, et al. : Synaptic alterations at inner hair cells precede spiral ganglion cell loss in aging C57BL/6J mice. Hear Res. 2006;221(1–2):104–18. 10.1016/j.heares.2006.07.014 [DOI] [PubMed] [Google Scholar]
- 37. Ruggero MA: Responses to sound of the basilar membrane of the mammalian cochlea. Curr Opin Neurobiol. 1992;2(4):449–56. 10.1016/0959-4388(92)90179-O [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Liberman LD, Suzuki J, Liberman MC: Dynamics of cochlear synaptopathy after acoustic overexposure. J Assoc Res Otolaryngol. 2015;16(2):205–19. 10.1007/s10162-015-0510-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Fernandez KA, Jeffers PW, Lall K, et al. : Aging after noise exposure: acceleration of cochlear synaptopathy in "recovered" ears. J Neurosci. 2015;35(19):7509–20. 10.1523/JNEUROSCI.5138-14.2015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Hickox AE, Larsen E, Heinz MG, et al. : Translational issues in cochlear synaptopathy. Hear Res. 2017;349:164–171. 10.1016/j.heares.2016.12.010 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 41. Ruan Q, Ao H, He J, et al. : Topographic and quantitative evaluation of gentamicin-induced damage to peripheral innervation of mouse cochleae. Neurotoxicology. 2014;40:86–96. 10.1016/j.neuro.2013.11.002 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 42. Felder E, Schrott-Fischer A: Quantitative evaluation of myelinated nerve fibres and hair cells in cochleae of humans with age-related high-tone hearing loss. Hear Res. 1995;91(1–2):19–32. 10.1016/0378-5955(95)00158-1 [DOI] [PubMed] [Google Scholar]
- 43. Niwa K, Mizutari K, Matsui T, et al. : Pathophysiology of the inner ear after blast injury caused by laser-induced shock wave. Sci Rep. 2016;6: 31754. 10.1038/srep31754 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 44. Schaette R, McAlpine D: Tinnitus with a normal audiogram: physiological evidence for hidden hearing loss and computational model. J Neurosci. 2011;31(38):13452–7. 10.1523/JNEUROSCI.2156-11.2011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Lobarinas E, Salvi R, Ding D: Insensitivity of the audiogram to carboplatin induced inner hair cell loss in chinchillas. Hear Res. 2013;302:113–20. 10.1016/j.heares.2013.03.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Schuknecht HF, Woellner RC: An experimental and clinical study of deafness from lesions of the cochlear nerve. J Laryngol Otol. 1955;69(2):75–97. 10.1017/S0022215100050465 [DOI] [PubMed] [Google Scholar]
- 47. Liberman MC: Auditory-nerve response from cats raised in a low-noise chamber. J Acoust Soc Am. 1978;63(2):442–55. 10.1121/1.381736 [DOI] [PubMed] [Google Scholar]
- 48. Taberner AM, Liberman MC: Response properties of single auditory nerve fibers in the mouse. J Neurophysiol. 2005;93(1):557–69. 10.1152/jn.00574.2004 [DOI] [PubMed] [Google Scholar]
- 49. Tsuji J, Liberman MC: Intracellular labeling of auditory nerve fibers in guinea pig: central and peripheral projections. J Comp Neurol. 1997;381(2):188–202. [DOI] [PubMed] [Google Scholar]
- 50. Fekete DM, Rouiller EM, Liberman MC, et al. : The central projections of intracellularly labeled auditory nerve fibers in cats. J Comp Neurol. 1984;229(3):432–50. 10.1002/cne.902290311 [DOI] [PubMed] [Google Scholar]
- 51. Liberman MC: Single-neuron labeling in the cat auditory nerve. Science. 1982;216(4551):1239–41. 10.1126/science.7079757 [DOI] [PubMed] [Google Scholar]
- 52. Liberman MC: Central projections of auditory-nerve fibers of differing spontaneous rate. I. Anteroventral cochlear nucleus. J Comp Neurol. 1991;313(2):240–58. 10.1002/cne.903130205 [DOI] [PubMed] [Google Scholar]
- 53. Liberman LD, Wang H, Liberman MC: Opposing gradients of ribbon size and AMPA receptor expression underlie sensitivity differences among cochlear-nerve/hair-cell synapses. J Neurosci. 2011;31(3):801–8. 10.1523/JNEUROSCI.3389-10.2011 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 54. Ohn T, Rutherford MA, Jing Z, et al. : Hair cells use active zones with different voltage dependence of Ca 2+ influx to decompose sounds into complementary neural codes. Proc Natl Acad Sci U S A. 2016;113(32):E4716–25. 10.1073/pnas.1605737113 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 55. Schmiedt RA, Mills JH, Boettcher FA: Age-related loss of activity of auditory-nerve fibers. J Neurophysiol. 1996;76(4):2799–803. [DOI] [PubMed] [Google Scholar]
- 56. Furman AC, Kujawa SG, Liberman MC: Noise-induced cochlear neuropathy is selective for fibers with low spontaneous rates. J Neurophysiol. 2013;110(3):577–86. 10.1152/jn.00164.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Bourien J, Tang Y, Batrel C, et al. : Contribution of auditory nerve fibers to compound action potential of the auditory nerve. J Neurophysiol. 2014;112(5):1025–39. 10.1152/jn.00738.2013 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 58. Szydlowska K, Tymianski M: Calcium, ischemia and excitotoxicity. Cell Calcium. 2010;47(2):122–9. 10.1016/j.ceca.2010.01.003 [DOI] [PubMed] [Google Scholar]
- 59. Shi L, Chang Y, Li X, et al. : Coding Deficits in Noise-Induced Hidden Hearing Loss May Stem from Incomplete Repair of Ribbon Synapses in the Cochlea. Front Neurosci. 2016;10:231. 10.3389/fnins.2016.00231 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Sachs MB, Abbas PJ: Rate versus level functions for auditory-nerve fibers in cats: tone-burst stimuli. J Acoust Soc Am. 1974;56(6):1835–47. 10.1121/1.1903521 [DOI] [PubMed] [Google Scholar]
- 61. Winter IM, Robertson D, Yates GK: Diversity of characteristic frequency rate-intensity functions in guinea pig auditory nerve fibres. Hear Res. 1990;45(3):191–202. 10.1016/0378-5955(90)90120-E [DOI] [PubMed] [Google Scholar]
- 62. Costalupes JA, Young ED, Gibson DJ: Effects of continuous noise backgrounds on rate response of auditory nerve fibers in cat. J Neurophysiol. 1984;51(6):1326–44. [DOI] [PubMed] [Google Scholar]
- 63. Vermiglio AJ, Soli SD, Freed DJ, et al. : The relationship between high-frequency pure-tone hearing loss, hearing in noise test (HINT) thresholds, and the articulation index. J Am Acad Audiol. 2012;23(10):779–88. 10.3766/jaaa.23.10.4 [DOI] [PubMed] [Google Scholar]
- 64. Liberman MC, Epstein MJ, Cleveland SS, et al. : Toward a Differential Diagnosis of Hidden Hearing Loss in Humans. PLoS One. 2016;11(9):e0162726. 10.1371/journal.pone.0162726 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65. Mehraei G, Hickox AE, Bharadwaj HM, et al. : Auditory Brainstem Response Latency in Noise as a Marker of Cochlear Synaptopathy. J Neurosci. 2016;36(13):3755–64. 10.1523/JNEUROSCI.4460-15.2016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66. Bramhall NF, Konrad-Martin D, McMillan GP, et al. : Auditory Brainstem Response Altered in Humans With Noise Exposure Despite Normal Outer Hair Cell Function. Ear Hear. 2017;38(1):e1–e12. 10.1097/AUD.0000000000000370 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 67. Prendergast G, Guest H, Munro KJ, et al. : Effects of noise exposure on young adults with normal audiograms I: Electrophysiology. Hear Res. 2017;344:68–81. 10.1016/j.heares.2016.10.028 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 68. Arenas JP, Suter AH: Comparison of occupational noise legislation in the Americas: an overview and analysis. Noise Health. 2014;16(72):306–19. 10.4103/1463-1741.140511 [DOI] [PubMed] [Google Scholar]
- 69. Lei D, Gao X, Perez P, et al. : Anti-epileptic drugs delay age-related loss of spiral ganglion neurons via T-type calcium channel. Hear Res. 2011;278(1–2):106–12. 10.1016/j.heares.2011.05.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70. Groves AK: The challenge of hair cell regeneration. Exp Biol Med (Maywood). 2010;235(4):434–46. 10.1258/ebm.2009.009281 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71. Mizutari K, Fujioka M, Hosoya M, et al. : Notch inhibition induces cochlear hair cell regeneration and recovery of hearing after acoustic trauma. Neuron. 2013;77(1):58–69. 10.1016/j.neuron.2012.10.032 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72. Wise AK, Richardson R, Hardman J, et al. : Resprouting and survival of guinea pig cochlear neurons in response to the administration of the neurotrophins brain-derived neurotrophic factor and neurotrophin-3. J Comp Neurol. 2005;487(2):147–65. 10.1002/cne.20563 [DOI] [PubMed] [Google Scholar]
- 73. Sly DJ, Campbell L, Uschakov A, et al. : Applying Neurotrophins to the Round Window Rescues Auditory Function and Reduces Inner Hair Cell Synaptopathy After Noise-induced Hearing Loss. Otol Neurotol. 2016;37(9):1223–30. 10.1097/MAO.0000000000001191 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 74. Wan G, Gómez-Casati ME, Gigliello AR, et al. : Neurotrophin-3 regulates ribbon synapse density in the cochlea and induces synapse regeneration after acoustic trauma. eLife. 2014;3:e03564. 10.7554/eLife.03564 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75. Pfingst BE, Zhou N, Colesa DJ, et al. : Importance of cochlear health for implant function. Hear Res. 2015;322:77–88. 10.1016/j.heares.2014.09.009 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 76. Liberman MC: The cochlear frequency map for the cat: labeling auditory-nerve fibers of known characteristic frequency. J Acoust Soc Am. 1982;72(5):1441–9. 10.1121/1.388677 [DOI] [PubMed] [Google Scholar]
- 77. Liberman MC, Dodds LW, Pierce S: Afferent and efferent innervation of the cat cochlea: quantitative analysis with light and electron microscopy. J Comp Neurol. 1990;301(3):443–60. 10.1002/cne.903010309 [DOI] [PubMed] [Google Scholar]