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      Different Patterns of Hearing Loss among Tinnitus Patients: A Latent Class Analysis of a Large Sample

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          Abstract

          Background

          The heterogeneity of tinnitus is a major challenge for tinnitus research. Even if a complex interaction of many factors is involved in the etiology of tinnitus, hearing loss (HL) has been identified as the most relevant etiologic factor. Here, we used a data-driven approach to identify patterns of hearing function in a large sample of tinnitus patients presenting in a tinnitus clinic.

          Methods

          Data from 2,838 patients presenting at the Tinnitus Center of the University Regensburg between 2007 and 2014 have been analyzed. Standard audiometric data were frequency-wise categorized in four categories [a: normal hearing (0–20 dB HL); b: moderate HL (25–50 dB HL; representing outer hair cell loss); c: severe HL (>50 dB HL; representing outer and inner hair cell loss); d: no data available] and entered in a latent class analysis, a statistical method to find subtypes of cases in multivariate categorical data. To validate the clinical relevance of the identified latent classes, they were compared with respect to clinical and demographic characteristics of their members.

          Results

          The classification algorithm identified eight distinct latent classes with an excellent separation. Patient classes differed with respect to demographic (e.g., age, gender) and clinical characteristics (e.g., tinnitus location, tinnitus severity, gradual, or abrupt onset, etc.).

          Discussion

          Our results demonstrate that data-driven categorization of hearing function seems to be a promising approach for profiling tinnitus patients, as it revealed distinct subtypes that reflect prototypic forms of HL and that differ in several relevant clinical characteristics.

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          Most cited references23

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          Tinnitus: causes and clinical management.

          Tinnitus is the perception of sound in the absence of a corresponding external acoustic stimulus. With prevalence ranging from 10% to 15%, tinnitus is a common disorder. Many people habituate to the phantom sound, but tinnitus severely impairs quality of life of about 1-2% of all people. Tinnitus has traditionally been regarded as an otological disorder, but advances in neuroimaging methods and development of animal models have increasingly shifted the perspective towards its neuronal correlates. Increased neuronal firing rate, enhanced neuronal synchrony, and changes in the tonotopic organisation are recorded in central auditory pathways in reaction to deprived auditory input and represent--together with changes in non-auditory brain areas--the neuronal correlate of tinnitus. Assessment of patients includes a detailed case history, measurement of hearing function, quantification of tinnitus severity, and identification of causal factors, associated symptoms, and comorbidities. Most widely used treatments for tinnitus involve counselling, and best evidence is available for cognitive behavioural therapy. New pathophysiological insights have prompted the development of innovative brain-based treatment approaches to directly target the neuronal correlates of tinnitus. Copyright © 2013 Elsevier Ltd. All rights reserved.
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            Synaptopathy in the noise-exposed and aging cochlea: Primary neural degeneration in acquired sensorineural hearing loss.

            The classic view of sensorineural hearing loss (SNHL) is that the "primary" targets are hair cells, and that cochlear-nerve loss is "secondary" to hair cell degeneration. Our recent work in mouse and guinea pig 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 cochlear-nerve/hair-cell synapses. Similarly, in age-related hearing loss, degeneration of cochlear synapses precedes both hair cell loss and threshold elevation. This primary neural degeneration has remained hidden for three reasons: 1) the spiral ganglion cells, the cochlear neural elements commonly assessed in studies of SNHL, survive for years despite loss of synaptic connection with hair cells, 2) the synaptic terminals of cochlear nerve fibers are unmyelinated and difficult to see in the light microscope, and 3) the degeneration is selective for cochlear-nerve fibers with high thresholds. Although not required for threshold detection in quiet (e.g. threshold audiometry or auditory brainstem response threshold), these high-threshold fibers are critical for hearing in noisy environments. Our research suggests that 1) primary neural degeneration is an important contributor to the perceptual handicap in SNHL, and 2) in cases where the hair cells survive, neurotrophin therapies can elicit neurite outgrowth from spiral ganglion neurons and re-establishment of their peripheral synapses. This article is part of a Special Issue entitled .
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              The neuroscience of tinnitus.

              Tinnitus is an auditory phantom sensation (ringing of the ears) experienced when no external sound is present. Most but not all cases are associated with hearing loss induced by noise exposure or aging. Neuroscience research has begun to reveal how tinnitus is generated by the brain when hearing loss occurs, and to suggest new avenues for management and prevention of tinnitus following hearing injuries. Downregulation of intracortical inhibition induced by damage to the cochlea or to auditory projection pathways highlights neural processes that underlie the sensation of phantom sound.
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                Author and article information

                Contributors
                URI : http://frontiersin.org/people/u/33917
                URI : http://frontiersin.org/people/u/45949
                URI : http://frontiersin.org/people/u/47174
                URI : http://frontiersin.org/people/u/393688
                URI : http://frontiersin.org/people/u/378538
                URI : http://frontiersin.org/people/u/407056
                Journal
                Front Neurol
                Front Neurol
                Front. Neurol.
                Frontiers in Neurology
                Frontiers Media S.A.
                1664-2295
                20 February 2017
                2017
                : 8
                : 46
                Affiliations
                [1] 1Department of Psychiatry and Psychotherapy, University of Regensburg , Regensburg, Germany
                [2] 2Interdisciplinary Tinnitus Center of the University of Regensburg , Regensburg, Germany
                [3] 3kbo Lech-Mangfall-Klinik Agatharied , Hausham, Germany
                [4] 4Department of Otorhinolaryngology, University of Regensburg , Regensburg, Germany
                [5] 5Department of Statistical Science, University College London , London, UK
                [6] 6HSD University of Applied Sciences , Cologne, Germany
                Author notes

                Edited by: Sergio Carmona, Instituto de Neurociencias de Buenos Aires (INEBA), Argentina

                Reviewed by: Nicolas Perez, Universidad de Navarra, Spain; Hideo Shojaku, University of Toyama, Japan

                *Correspondence: Berthold Langguth, berthold.langguth@ 123456medbo.de

                Specialty section: This article was submitted to Neuro-otology, a section of the journal Frontiers in Neurology

                Article
                10.3389/fneur.2017.00046
                5316929
                28265258
                327ecde4-7c53-4d47-849f-b795c3e86395
                Copyright © 2017 Langguth, Landgrebe, Schlee, Schecklmann, Vielsmeier, Steffens, Staudinger, Frick and Frick.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 12 December 2016
                : 31 January 2017
                Page count
                Figures: 2, Tables: 2, Equations: 0, References: 25, Pages: 8, Words: 5551
                Categories
                Neuroscience
                Original Research

                Neurology
                chronic tinnitus,hearing loss,cluster analysis,latent classes,audiometry
                Neurology
                chronic tinnitus, hearing loss, cluster analysis, latent classes, audiometry

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