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Thompson AC, Goodbourn PT, Forte JD. Visual Snow Syndrome is unstable: A longitudinal investigation of VSS symptoms in a Naïve population. Ann Clin Transl Neurol 2024. [PMID: 39440659 DOI: 10.1002/acn3.52228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/20/2024] [Accepted: 09/25/2024] [Indexed: 10/25/2024] Open
Abstract
OBJECTIVE This study aimed to investigate the nature of subclinical Visual Snow Syndrome (VSS). We sought to develop a means of recruiting naïve participants with subclinical VSS symptoms to participate in research; and to understand whether subclinical VSS symptoms are stable across time. VSS is a recently characterised neurological condition, whose primary symptom is visual snow (dynamic noise in the visual field). There is evidence that VSS may be common in the general population and that it is unnoticed by many who experience it. To fully characterise VSS, it is important to understand whether (and how) subclinical VSS progresses to a clinical form. METHODS Here, we present two related studies: Study 1 develops and validates the Melbourne Visual Snow Questionnaire (MVSQ), a tool for screening the general population for VSS symptoms; and Study 2 investigates the stability of subclinical VSS. We developed the MVSQ based on the results of other recent work investigating undiagnosed cases of VSS, and a validated questionnaire designed to identify people with tinnitus for research participation. We then tested the MVSQ in a population with clinical VSS, including assessing face validity (i.e., the extent to which people with clinical VSS believed the questionnaire accurately captured their symptoms). In Study 2, we deployed the MVSQ in a naïve sample of 155 participants, who completed the MVSQ twice, 6 weeks apart. RESULTS The results of Study 1 indicated that the MVSQ was a viable method of recruiting people who experience VSS symptoms for research participation. It was deemed to have appropriate face validity and to pose little burden to those who completed it. In Study 2, VSS symptoms changed substantially across a 6-week period. Cohen's weighted kappa for diagnosis was 0.56, 95% CI [0.43, 0.69]. However, the impact of perceptual experiences was low and did not change over time, rank ICC = 0.71, 95% CI [0.59, 0.82]. INTERPRETATION The MVSQ is appropriate for assessing perceptual experiences in the general population. Determining the exact time scale across which symptoms fluctuate is important for understanding both clinical and subclinical cases of VSS.
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Affiliation(s)
- Amy Claire Thompson
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Australia
| | - Patrick T Goodbourn
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Australia
| | - Jason D Forte
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Australia
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2
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Devos JVP, Janssen MLF, Janssen AML, Hellingman CA, Smit JV. A Prospective Self-Report Survey-Based Cohort Study on Factors That Have an Influence on Tinnitus. Audiol Res 2024; 14:875-892. [PMID: 39452466 PMCID: PMC11505236 DOI: 10.3390/audiolres14050074] [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: 07/08/2024] [Revised: 09/20/2024] [Accepted: 10/07/2024] [Indexed: 10/26/2024] Open
Abstract
Background: Limited information is available on factors that affect the burden tinnitus. The aim of this study is to investigate the association between tinnitus burden and demographic, patient-specific and tinnitus characteristics. Secondly, it was examined which variables could predict a change in tinnitus burden after 12 months. Method: In a prospective Dutch cohort of 383 tinnitus patients seeking medical help, tinnitus complaints, demographics, tinnitus characteristics, psychological wellbeing and quality of life were assessed using an online self-report survey at three timepoints (start, 6 months, 12 months). The main outcome variables for tinnitus burden are the Tinnitus Questionnaire (TQ) and Visual Analog Scale (VAS) for tinnitus burden and loudness. Results: Several variables (time, sex, education level, life events, anxiety and depression, sleep issues, tinnitus loudness, hearing impairment and treatment) were significantly associated with tinnitus burden. Additionally, tinnitus burden after 12 months was associated with anxiety, following treatment, sleep issues, negative life events and hearing impairment (increase) and anxiety, total of life events and environmental quality of life (decrease) predicted the tinnitus burden after 12 months. Conclusions: Several factors, such as education level, life events, psychological factors and sleep quality, are related to tinnitus burden and can predict tinnitus burden over time.
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Affiliation(s)
- Jana V. P. Devos
- Mental Health and Neuroscience Research Institute, Maastricht University, 6229ER Maastricht, The Netherlands; (J.V.P.D.)
- Department of Ear, Nose, and Throat, Maastricht University Medical Center+, 6229HX Maastricht, The Netherlands
| | - Marcus L. F. Janssen
- Mental Health and Neuroscience Research Institute, Maastricht University, 6229ER Maastricht, The Netherlands; (J.V.P.D.)
- Department of Clinical Neurophysiology, Maastricht University Medical Center+, 6229HX Maastricht, The Netherlands
| | - A. Miranda L. Janssen
- Department of Methodology and Statistics, CAPHRI Public Health Research Institute, Maastricht University, 6229ER Maastricht, The Netherlands
| | - Catharine A. Hellingman
- Department of Ear, Nose, and Throat, Maastricht University Medical Center+, 6229HX Maastricht, The Netherlands
| | - Jasper V. Smit
- Department of Ear, Nose, and Throat/Head and Neck Surgery, Zuyderland Medical Center, 6419PC Heerlen, The Netherlands
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Kleinjung T, Peter N, Schecklmann M, Langguth B. The Current State of Tinnitus Diagnosis and Treatment: a Multidisciplinary Expert Perspective. J Assoc Res Otolaryngol 2024; 25:413-425. [PMID: 39138756 PMCID: PMC11528090 DOI: 10.1007/s10162-024-00960-3] [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: 12/28/2023] [Accepted: 07/31/2024] [Indexed: 08/15/2024] Open
Abstract
Tinnitus, the perception of sound without an external source, affects 15% of the population, with 2.4% experiencing significant distress. In this review, we summarize the current state of knowledge about tinnitus management with a particular focus on the translation into clinical practice. In the first section, we analyze shortcomings, knowledge gaps, and challenges in the field of tinnitus research. Then, we highlight the relevance of the diagnostic process to account for tinnitus heterogeneity and to identify all relevant aspects of the tinnitus in an individual patient, such as etiological aspects, pathophysiological mechanisms, factors that contribute most to suffering, and comorbidities. In the next section, we review available treatment options, including counselling, cognitive-behavioral therapy (CBT), hearing aids and cochlear implants for patients with a relevant hearing loss, sound generators, novel auditory stimulation approaches, tinnitus retraining therapy (TRT), pharmacological treatment, neurofeedback, brain stimulation, bimodal stimulation, Internet- and app-based digital approaches, and alternative treatment approaches. The evidence for the effectiveness of the various treatment interventions varies considerably. We also discuss differences in current respective guideline recommendations and close with a discussion of how current pathophysiological knowledge, latest scientific evidence, and patient perspectives can be translated in patient-centered care.
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Affiliation(s)
- Tobias Kleinjung
- Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital Zurich, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Nicole Peter
- Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital Zurich, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Martin Schecklmann
- Department of Psychiatry and Psychotherapy, University of Regensburg, Bezirksklinikum, Universitätsstr. 84, 93049, Regensburg, Germany
- Multidisciplinary Tinnitus Clinic, University of Regensburg, Regensburg, Germany
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, Bezirksklinikum, Universitätsstr. 84, 93049, Regensburg, Germany.
- Multidisciplinary Tinnitus Clinic, University of Regensburg, Regensburg, Germany.
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Alqub M, Tourman N, Mousa J, Humead N, Abd Alrazeq A, Khatatbh A, Nasassrh S, Hamdan A, Ghanim M, Allahham S, Alkhalidi S, Rabayaa M, Dwikat M. Tinnitus prevalence and associated risk factors among university students: A cross-sectional study. SAGE Open Med 2024; 12:20503121241283344. [PMID: 39376496 PMCID: PMC11457176 DOI: 10.1177/20503121241283344] [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] [Received: 03/18/2024] [Accepted: 08/27/2024] [Indexed: 10/09/2024] Open
Abstract
Introduction Tinnitus is a common medical condition that affects an individual's quality of life. It affects 5%-43% of the global population. Only a few research studies have been conducted in Palestine, so knowledge of tinnitus prevalence and risk factors is limited. The purpose of this study was to determine tinnitus prevalence and risk factors among young university students in Palestine. Methods A cross-sectional study of Palestinian university students was done utilizing an online self-administered questionnaire. The questionnaire for the study was developed using the European School for Interdisciplinary Tinnitus Research-Screening Questionnaire. A logistic regression analysis of the associations between tinnitus and influencing factors was performed to determine the effects of various clinically relevant variables on the likelihood of experiencing tinnitus. Results A total of 728 participants responded to the questionnaire aged 20.0 ± 2.0. The overall prevalence of tinnitus was 31%. Having a relative with tinnitus, gastroesophageal reflux, depression and anxiety, hearing difficulties, vertigo, tympanic membrane perforation, chronic otitis, acoustic trauma, head and neck radiotherapy, dental surgery, ear surgery, ear pain, headache, neck pain, temporomandibular joint pain, balance disorders, and nasal septal deviation were significantly associated with tinnitus. The logistic regression analysis showed that suffering from frequent vertigo (at least once per year), from slight hearing difficulty, temporomandibular joint pain, performing ear surgery, and having depression and anxiety is associated with an increased risk of having tinnitus. Conclusions The current study concluded that tinnitus is common among Palestinian university students. Furthermore, the study identified several major risk factors for tinnitus. It is critical to explore the possibly modifiable risk factors for tinnitus in order to have a better understanding of the condition and eventually minimize its prevalence.
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Affiliation(s)
- Malik Alqub
- Faculty of Medicine and Health Sciences, Department of Biomedical Sciences, An-Najah National University, Nablus, Palestine
| | - Narmeen Tourman
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
| | - Juliana Mousa
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
| | - Nada Humead
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
| | - Asmaa Abd Alrazeq
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
| | - Aya Khatatbh
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
| | - Saja Nasassrh
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
| | - Anas Hamdan
- Faculty of Medicine and Health Sciences, Department of Anesthesia and Resuscitation Technology, An-Najah National University, Nablus, Palestine
| | - Mustafa Ghanim
- Faculty of Medicine and Health Sciences, Department of Biomedical Sciences, An-Najah National University, Nablus, Palestine
| | - Saad Allahham
- Faculty of Medicine and Health Sciences, Department of Biomedical Sciences, An-Najah National University, Nablus, Palestine
| | - Samar Alkhalidi
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
| | - Maha Rabayaa
- Faculty of Medicine and Health Sciences, Department of Biomedical Sciences, An-Najah National University, Nablus, Palestine
| | - Majdi Dwikat
- Faculty of Medicine and Health Sciences, Department of Applied and Allied Medical Sciences, An-Najah National University, Nablus, Palestine
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Guillard R, Schecklmann M, Simoes J, Langguth B, Londero A, Congedo M, Michiels S, Vesala M, Goedhart H, Wetter T, Weber FC. Results of two cross-sectional database analyses regarding nap-induced modulations of tinnitus. Sci Rep 2024; 14:20111. [PMID: 39209931 PMCID: PMC11362562 DOI: 10.1038/s41598-024-70871-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
The influence of naps on tinnitus was systematically assessed by exploring the frequency, clinical and demographic characteristics of this phenomenon. 9,724 data from two different tinnitus databases (Tinnitus Hub: n = 6115; Tinnitus Research Initiative (TRI): n = 3627) were included. After separate analysis of the databases, these results were then compared with each other. In the Tinnitus Hub survey database, a total of 31.1% reported an influence on tinnitus by taking a nap (26.9% in the TRI database), with much more frequent worsening after a nap than improvement (23.0% a little or a lot worse; TRI: 17.7% worse; 8.1% a little or a lot better; TRI: 9.2% better). The influence of napping on tinnitus was associated in both databases with other clinical features, such as the dependence of tinnitus on night quality, stress and somatosensory maneuvers. The present study confirms the clinical observation that more tinnitus sufferers report worsening after a nap than tinnitus sufferers reporting an improvement. It was consistently shown that tinnitus sufferers reporting nap-induced modulation of tinnitus also report more frequently an influence of night sleep on their tinnitus. Further clinical and polysomnographic research is warranted to better understand the interaction between sleep and tinnitus.
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Affiliation(s)
- Robin Guillard
- GIPSA-Lab, Univ. Grenoble Alpes, CNRS, Grenoble INP, Grenoble, France.
| | - Martin Schecklmann
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053, Regensburg, Germany
- Interdisciplinary Tinnitus Centre, University of Regensburg, 93053, Regensburg, Germany
| | - Jorge Simoes
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053, Regensburg, Germany
- Interdisciplinary Tinnitus Centre, University of Regensburg, 93053, Regensburg, Germany
- Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053, Regensburg, Germany
- Interdisciplinary Tinnitus Centre, University of Regensburg, 93053, Regensburg, Germany
| | - Alain Londero
- APHP, Hôpital Européen Georges-Pompidou, Service ORL et Chirurgie Cervico-Faciale, APHP Paris, Paris, France
| | - Marco Congedo
- GIPSA-Lab, Univ. Grenoble Alpes, CNRS, Grenoble INP, Grenoble, France
| | - Sarah Michiels
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Diepenbeek, Belgium
- Department of Otorhinolaryngology, Antwerp University Hospital, Edegem, Belgium
| | | | | | - Thomas Wetter
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053, Regensburg, Germany
- Center for Sleep Medicine, University of Regensburg, 93053, Regensburg, Germany
| | - Franziska C Weber
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053, Regensburg, Germany.
- Interdisciplinary Tinnitus Centre, University of Regensburg, 93053, Regensburg, Germany.
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Labree B, Sereda M, Cullington H, Johnson S, Church P, Dunster J, Hoare DJ. Evaluation of factors predicting tinnitus outcomes following cochlear implantation: Protocol for a prospective quasi-experimental study. PLoS One 2024; 19:e0302790. [PMID: 38885210 PMCID: PMC11182524 DOI: 10.1371/journal.pone.0302790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 04/10/2024] [Indexed: 06/20/2024] Open
Abstract
Cochlear implantation is an effective intervention to restore useful aspects of hearing function in adults with severe-to-profound hearing loss. Tinnitus, the perception of sound in the absence of an external source, is common in people with severe-to-profound hearing loss. Existing evidence suggests cochlear implantation may be effective in reducing the negative impact of tinnitus in this population. However, this is contradicted by data suggesting that up to half of cochlear implant recipients experience tinnitus, and that some of these patients who did not have tinnitus before cochlear implantation experience it after surgery or cochlear implant activation. Most evidence on the effects of cochlear implantation on tinnitus comes from secondary data in cochlear implant studies primarily concerned with hearing-related outcomes. Hence, the quality of the evidence for effects on tinnitus is low and not suitable to inform clinical recommendations or decision-making. This study will systematically collect data on tinnitus and tinnitus-related outcomes from patients at multiple points during the cochlear implant pathway to characterise changes in tinnitus. This will improve our understanding of the effects of cochlear implantation for tinnitus in adults with severe to profound hearing loss and inform the design of clinical trials of cochlear implantation for tinnitus.
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Affiliation(s)
- Bas Labree
- NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Magdalena Sereda
- NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Helen Cullington
- Auditory Implant Service, University of Southampton, Southampton, United Kingdom
| | - Susan Johnson
- Nottingham Auditory Implant Programme, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Paige Church
- NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom
- NIHR Clinical Research Network (CRN) East Midlands, Nottingham Health Science Partners, Nottingham, United Kingdom
| | | | - Derek J. Hoare
- NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
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Aazh H, Moore BCJ, Erfanian M. Confirmatory factor analysis of the Tinnitus Impact Questionnaire using data from patients seeking help for tinnitus alone or tinnitus combined with hyperacusis. PLoS One 2024; 19:e0302837. [PMID: 38718050 PMCID: PMC11078403 DOI: 10.1371/journal.pone.0302837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 04/12/2024] [Indexed: 05/12/2024] Open
Abstract
A confirmatory factor analysis (CFA) of the Tinnitus Impact Questionnaire (TIQ) was performed. In contrast to commonly used tinnitus questionnaires, the TIQ is intended solely to assess the impact of tinnitus by not including items related to hearing loss or tinnitus loudness. This was a psychometric study based on a retrospective cross-sectional analysis of clinical data. Data were available for 155 new patients who had attended a tinnitus and hyperacusis clinic in the UK within a five-month period and had completed the TIQ. The mean age was 54 years (standard deviation = 14 years). The TIQ demonstrated good internal consistency, with Cronbach's α = 0.84 and McDonald's ω = 0.89. CFA showed that two items of the TIQ had low factor loadings for both one-factor and two-factor models and their scores showed low correlations with scores for other items. Bi-factor analysis gave a better fit, indicated by a relative chi-square (χ2) of 18.5, a Root-Mean Square Error of Approximation (RMSEA) of 0.103, a Comparative Fit Index (CFI) of 0.97, a Tucker Lewis Index (TLI) of 0.92, and a Standardized Root-Mean Residual (SPMR) of 0.038. Total TIQ scores were moderately correlated with scores for the Visual Analogue Scale of effect of tinnitus on life and the Screening for Anxiety and Depression-Tinnitus questionnaire, supporting the convergent validity of the TIQ. The TIQ score was not correlated with the pure-tone average hearing threshold, indicating discriminant validity. A multiple-causes multiple-indicator (MIMIC) model showed no influences of age, gender or hearing status on TIQ item scores. The TIQ is an internally consistent tool. CFA suggests a bi-factor model with sufficient unidimensionality to support the use of the overall TIQ score for assessing the impact of tinnitus. TIQ scores are distinct from the impact of hearing impairment among patients who have tinnitus combined with hearing loss.
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Affiliation(s)
- Hashir Aazh
- Hashir International Specialist Clinics & Research Institute for Misophonia, Tinnitus and Hyperacusis Ltd, London, United Kingdom
- Audiology Department, Royal Surrey NHS Foundation Trust, Guildford, United Kingdom
| | - Brian C. J. Moore
- Hashir International Specialist Clinics & Research Institute for Misophonia, Tinnitus and Hyperacusis Ltd, London, United Kingdom
- Cambridge Hearing Group, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Mercede Erfanian
- Hashir International Specialist Clinics & Research Institute for Misophonia, Tinnitus and Hyperacusis Ltd, London, United Kingdom
- Institute for Environmental Design and Engineering, The Bartlett, University College London, London, United Kingdom
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Bernal-Robledano A, Perez-Carpena P, Kikidis D, Mazurek B, Schoisswohl S, Staudinger S, Langguth B, Schlee W, Lopez-Escamez JA. Cognitive Screening and Hearing Assessment in Patients With Chronic Tinnitus. Clin Exp Otorhinolaryngol 2024; 17:15-25. [PMID: 37974057 PMCID: PMC10933812 DOI: 10.21053/ceo.2023.00808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 09/27/2023] [Accepted: 11/12/2023] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVES The study aimed to assess the relationship of tinnitus with hyperacusis with cognitive impairment as indicated by the Montreal Cognitive Assessment (MoCA) tool. METHODS This multicenter cross-sectional study included individuals with chronic tinnitus from the "Unification of Treatments and Interventions for Tinnitus Patients" (UNITI) database. Participants were recruited from four different tertiary clinical centers located in Athens and Granada (Mediterranean group), as well as Berlin and Regensburg (German group). In total, 380 individuals with a diagnosis of non-pulsatile chronic tinnitus (permanent and constant tinnitus lasting more than 6 months) and no evidence of severe cognitive impairment (MoCA score >22) were enrolled. The evaluation utilized the following tools: MoCA, Tinnitus Handicap Inventory (THI), Hyperacusis Questionnaire (GÜF), Patient Health Questionnaire (PHQ-9), and the European School for Interdisciplinary Tinnitus Research Screening Questionnaire. RESULTS MoCA scores differed between German and Mediterranean individuals (P<0.01), necessitating separate analyses for each group. In both cohorts, MoCA scores were significantly associated with education level, age, hearing threshold at 8 kHz, and THI. Furthermore, a significant correlation was observed between PHQ-9 scores and both THI and GÜF (P<0.01 for both Germans and those from the Mediterranean). CONCLUSION Our data suggest an association between tinnitus handicap, high-frequency hearing loss, and mild cognitive impairment. Additionally, PHQ-9 scores were associated with tinnitus and hyperacusis scores, independent of hearing loss thresholds.
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Affiliation(s)
- Alberto Bernal-Robledano
- Otology and Neurotology Group CTS495, Instituto de Investigación Biosanitaria, ibs. Granada, Universidad de Granada, Granada, Spain
- Division of Otolaryngology, Department of Surgery, University of Granada, Granada, Spain
- Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, Madrid, Spain
| | - Patricia Perez-Carpena
- Otology and Neurotology Group CTS495, Instituto de Investigación Biosanitaria, ibs. Granada, Universidad de Granada, Granada, Spain
- Division of Otolaryngology, Department of Surgery, University of Granada, Granada, Spain
- Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, Madrid, Spain
- Department of Otolaryngology, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - Dimitris Kikidis
- Department of Otolaryngology-Head and Neck Surgery, Hippocrateion General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Birgit Mazurek
- Charité‒Universitätsmedizin Berlin, Tinnitus Center, Berlin, Germany
| | - Stefan Schoisswohl
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- Department of Human Sciences, Institute of Psychology, Universität der Bundeswehr München, Neubiberg, Germany
| | - Susanne Staudinger
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- Institute for Information and Process Management, Eastern Switzerland University of Applied Sciences, St. Gallen, Switzerland
| | - Jose Antonio Lopez-Escamez
- Otology and Neurotology Group CTS495, Instituto de Investigación Biosanitaria, ibs. Granada, Universidad de Granada, Granada, Spain
- Division of Otolaryngology, Department of Surgery, University of Granada, Granada, Spain
- Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, Madrid, Spain
- Meniere’s Disease Neuroscience Research Program, Faculty of Medicine and Health, School of Medical Sciences, The Kolling Institute, University of Sydney, Sydney, Australia
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9
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Cederroth CR, Hong MG, Freydin MB, Edvall NK, Trpchevska N, Jarach C, Schlee W, Schwenk JM, Lopez-Escamez JA, Gallus S, Canlon B, Bulla J, Williams FMK. Screening for Circulating Inflammatory Proteins Does Not Reveal Plasma Biomarkers of Constant Tinnitus. J Assoc Res Otolaryngol 2023; 24:593-606. [PMID: 38079022 PMCID: PMC10752855 DOI: 10.1007/s10162-023-00920-3] [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: 09/02/2022] [Accepted: 11/22/2023] [Indexed: 12/29/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Tinnitus would benefit from an objective biomarker. The goal of this study is to identify plasma biomarkers of constant and chronic tinnitus among selected circulating inflammatory proteins. METHODS A case-control retrospective study on 548 cases with constant tinnitus and 548 matched controls from the Swedish Tinnitus Outreach Project (STOP), whose plasma samples were examined using Olink's Inflammatory panel. Replication and meta-analysis were performed using the same method on samples from the TwinsUK cohort. Participants from LifeGene, whose blood was collected in Stockholm and Umeå, were recruited to STOP for a tinnitus subtyping study. An age and sex matching was performed at the individual level. TwinsUK participants (n = 928) were selected based on self-reported tinnitus status over 2 to 10 years. Primary outcomes include normalized levels for 96 circulating proteins, which were used as an index test. No reference standard was available in this study. RESULTS After adjustment for age, sex, BMI, smoking, hearing loss, and laboratory site, the top proteins identified were FGF-21, MCP4, GDNF, CXCL9, and MCP-1; however, these were no longer statistically significant after correction for multiple testing. Stratification by sex did not yield any significant associations. Similarly, associations with hearing loss or other tinnitus-related comorbidities such as stress, anxiety, depression, hyperacusis, temporomandibular joint disorders, and headache did not yield any significant associations. Analysis in the TwinsUK failed in replicating the top candidates. Meta-analysis of STOP and TwinsUK did not reveal any significant association. Using elastic net regularization, models exhibited poor predictive capacity tinnitus based on inflammatory markers [sensitivity = 0.52 (95% CI 0.47-0.57), specificity = 0.53 (0.48-0.58), positive predictive value = 0.52 (0.47-0.56), negative predictive values = 0.53 (0.49-0.58), and AUC = 0.53 (0.49-0.56)]. DISCUSSION Our results did not identify significant associations of the selected inflammatory proteins with constant tinnitus. Future studies examining longitudinal relations among those with more severe tinnitus and using more recent expanded proteomics platforms and sampling of cerebrospinal fluid could increase the likelihood of identifying relevant molecular biomarkers.
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Affiliation(s)
- Christopher R Cederroth
- Section of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institute, Stockholm, Sweden.
- National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust, Ropewalk House, Nottingham, UK.
- Department of Otolaryngology, Head and Neck Surgery, Translational Hearing Research, Tübingen Hearing Research Center, University of Tübingen, Tubingen, Germany.
| | - Mun-Gwan Hong
- Affinity Proteomics, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Stockholm, Sweden
- Science for Life Laboratory, Department of Biochemistry and Biophysics, National Bioinformatics Infrastructure Sweden, Stockholm University, Stockholm, Sweden
| | - Maxim B Freydin
- Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King's College London, London, UK
| | - Niklas K Edvall
- Section of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institute, Stockholm, Sweden
| | - Natalia Trpchevska
- Section of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institute, Stockholm, Sweden
| | - Carlotta Jarach
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Jochen M Schwenk
- Science for Life Laboratory, Department of Biochemistry and Biophysics, National Bioinformatics Infrastructure Sweden, Stockholm University, Stockholm, Sweden
| | - Jose-Antonio Lopez-Escamez
- Faculty of Medicine & Health, School of Medical Sciences, Meniere's Disease Neuroscience Research Program, The Kolling Institute, University of Sydney, Sydney, NSW, Australia
- Otology and Neurotology Group CTS495, Department of Genomic Medicine, GENYO - Centre for Genomics and Oncological Research - Pfizer, University of Granada, PTS, Junta de Andalucía, Granada, Spain
- Division of Otolaryngology, Department of Surgery, Instituto de Investigación Biosanitaria, ibs.GRANADA, Universidad de Granada, GranadaGranada, Spain
| | - Silvano Gallus
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Barbara Canlon
- Section of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institute, Stockholm, Sweden
| | - Jan Bulla
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- Department of Mathematics, University of Bergen, Bergen, Norway
| | - Frances M K Williams
- Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King's College London, London, UK
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10
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Kim EH, Shin SH, Byun SW, Lee HY. Exploring the origins of decreased sound tolerance in tinnitus patients. Front Neurol 2023; 14:1273705. [PMID: 38020634 PMCID: PMC10657806 DOI: 10.3389/fneur.2023.1273705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
This study aimed to confirm the characteristics of auditory function alterations in tinnitus patients with concomitant decreased sound tolerance (ST) and provide insights for developing tailored therapeutic approaches. A retrospective analysis was conducted on patient records from a tertiary university hospital's tinnitus clinic between March 2020 and June 2023. Demographic attributes and audiological profiles were reviewed. Patients were categorized into Group 1 if loudness discomfort level test outcomes were 77 dB or below, measured using an average of frequencies from 250 Hz to 8 kHz. The remaining patients were allocated to Group 2. Among the 434 tinnitus patients, 115 (26.5%) demonstrated decreased ST and were classified as Group 1. This group exhibited higher DPOAE amplitudes (p < 0.001), shortened latency, and decreased threshold of ABR wave V bilaterally (p < 0.05). No significant disparities were observed in gender, age, tinnitus handicap inventory, visual analog scale, and pure-tone audiometry results except subjective hyperacusis. Binary logistic regression analysis utilizing the forward conditional method revealed that the difference between groups was independently linked to DPOAE response at 7,277 Hz on the left side [B = 0.093, p < 0.001, EXP(B) = 1.07, 95% CI = 1.044-1.153]. Increased DPOAE amplitude and shorter and decreased ABR wave V in tinnitus patients with decreased ST might suggest a possible association with lesions in or around the superior olivary complex or higher central auditory pathway, potentially linked to the inhibition of medial olivocochlear efferents.
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Affiliation(s)
| | | | | | - Ho Yun Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Ewha Womans University School of Medicine, Seoul, Republic of Korea
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11
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Guillard R, Decobecq F, Fraysse MJ, Favre A, Congedo M, Loche V, Boyer M, Londero A. Validated French translation of the ESIT-SQ standardized tinnitus screening questionnaire. Eur Ann Otorhinolaryngol Head Neck Dis 2023; 140:153-157. [PMID: 36609115 DOI: 10.1016/j.anorl.2022.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
OBJECTIVES The heterogeneity of tinnitus in terms of etiology, presentation and sometimes severe impact on quality of life hinders treatment and clinical research. The European School for Interdisciplinary Tinnitus Research Screening Questionnaire (ESIT-SQ) collects standardized tinnitus characteristics for patient subtyping. A validated French translation of the ESIT-SQ is presented here. METHOD On the initiative of the French Interdisciplinary Tinnitus Association (AFREPA), 3 translators (1 professional translator, 1 clinician and 1 researcher) were missioned to translate the English version of the ESIT-SQ into French, adhering to good practice guidelines. Nine patients were recruited with the help of the France-Acouphènes patient association, to test and validate the translation. Lastly, an exploratory survey of responses to the French questionnaire was conducted online via the Siopi mobile phone application. RESULTS The French translation of the ESIT-SQ was successfully validated. 105 patients responded to the exploratory survey, and their characteristics are presented here. CONCLUSION This new validated French translation of the ESIT-SQ will enable epidemiological and clinical data to be collected in French-speaking populations, and thus compiled and compared with data collected with other versions of this questionnaire already published in other languages.
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Affiliation(s)
- R Guillard
- Université de Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab, Grenoble, France; Siopi SAS, Paris, France.
| | - F Decobecq
- Association Francophone des Équipes Pluridisciplinaires en Acouphénologie, 10, rue Falguière, 75015 Paris, France
| | - M-J Fraysse
- Association Francophone des Équipes Pluridisciplinaires en Acouphénologie, 10, rue Falguière, 75015 Paris, France; Service ORL, centre hospitalier universitaire Purpan, Toulouse, France
| | | | - M Congedo
- Université de Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab, Grenoble, France
| | - V Loche
- Association Francophone des Équipes Pluridisciplinaires en Acouphénologie, 10, rue Falguière, 75015 Paris, France; Service ORL, centre régional hospitalier universitaire de Lille, Lille, France
| | - M Boyer
- Association Francophone des Équipes Pluridisciplinaires en Acouphénologie, 10, rue Falguière, 75015 Paris, France; Toulouse NeuroImaging Center (ToNIC), Inserm-University of Toulouse Paul Sabatier, Toulouse, France
| | - A Londero
- Association Francophone des Équipes Pluridisciplinaires en Acouphénologie, 10, rue Falguière, 75015 Paris, France; Hôpital Européen Georges-Pompidou, service d'oto-rhino-laryngologie et chirurgie cervico-faciale, Paris,, France
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12
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Simoes JP, Schoisswohl S, Schlee W, Basso L, Bernal-Robledano A, Boecking B, Cima R, Denys S, Engelke M, Escalera-Balsera A, Gallego-Martinez A, Gallus S, Kikidis D, López-Escámez JA, Marcrum SC, Markatos N, Martin-Lagos J, Martinez-Martinez M, Mazurek B, Vassou E, Jarach CM, Mueller-Locatelli N, Neff P, Niemann U, Omar HK, Puga C, Schleicher M, Unnikrishnan V, Perez-Carpena P, Pryss R, Robles-Bolivar P, Rose M, Schecklmann M, Schiele T, Schobel J, Spiliopoulou M, Stark S, Vogel C, Wunder N, Zachou Z, Langguth B. The statistical analysis plan for the unification of treatments and interventions for tinnitus patients randomized clinical trial (UNITI-RCT). Trials 2023; 24:472. [PMID: 37488627 PMCID: PMC10367236 DOI: 10.1186/s13063-023-07303-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 04/06/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Tinnitus is a leading cause of disease burden globally. Several therapeutic strategies are recommended in guidelines for the reduction of tinnitus distress; however, little is known about the potentially increased effectiveness of a combination of treatments and personalized treatments for each tinnitus patient. METHODS Within the Unification of Treatments and Interventions for Tinnitus Patients project, a multicenter, randomized clinical trial is conducted with the aim to compare the effectiveness of single treatments and combined treatments on tinnitus distress (UNITI-RCT). Five different tinnitus centers across Europe aim to treat chronic tinnitus patients with either cognitive behavioral therapy, sound therapy, structured counseling, or hearing aids alone, or with a combination of two of these treatments, resulting in four treatment arms with single treatment and six treatment arms with combinational treatment. This statistical analysis plan describes the statistical methods to be deployed in the UNITI-RCT. DISCUSSION The UNITI-RCT trial will provide important evidence about whether a combination of treatments is superior to a single treatment alone in the management of chronic tinnitus patients. This pre-specified statistical analysis plan details the methodology for the analysis of the UNITI trial results. TRIAL REGISTRATION ClinicalTrials.gov NCT04663828 . The trial is ongoing. Date of registration: December 11, 2020. All patients that finished their treatment before 19 December 2022 are included in the main RCT analysis.
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Affiliation(s)
- Jorge Piano Simoes
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany.
- Department of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands.
| | - Stefan Schoisswohl
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- Department of Psychology, Universität der Bundeswehr München, Neubiberg, Germany
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- Institute for Information and Process Management, Eastern Switzerland University of Applied Sciences, St. Gallen, Switzerland
| | - Laura Basso
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Alberto Bernal-Robledano
- Department of Otolaryngology, Instituto de Investigación Biosanitaria ibs.Granada, Hospital Universitario Virgen de Las Nieves, Universidad de Granada, 18014, Granada, Spain
| | - Benjamin Boecking
- Tinnitus Center, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Rilana Cima
- Health Psychology, Faculty of Psychology and Educational Sciences, KU Leuven University, Leuven, Belgium
- Tinnitus Center of Expertise, Centre of Expertise in Rehabilitation and Audiology, Adelante, Hoensbroek, The Netherlands
- Experimental Health Psychology, Faculty of Psychology and Neurosciences, Maastricht University, Maastricht, The Netherlands
| | - Sam Denys
- Research group Experimental Otorhinolaryngology (ExpORL), Department of Neurosciences, KU Leuven University, Leuven, Belgium
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospitals of Leuven, Leuven, Belgium
| | - Milena Engelke
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Alba Escalera-Balsera
- Department of Otolaryngology, Instituto de Investigación Biosanitaria ibs.Granada, Hospital Universitario Virgen de Las Nieves, Universidad de Granada, 18014, Granada, Spain
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | - Alvaro Gallego-Martinez
- Department of Otolaryngology, Instituto de Investigación Biosanitaria ibs.Granada, Hospital Universitario Virgen de Las Nieves, Universidad de Granada, 18014, Granada, Spain
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | - Silvano Gallus
- Istituto Di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Dimitris Kikidis
- Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Jose A López-Escámez
- Department of Otolaryngology, Instituto de Investigación Biosanitaria ibs.Granada, Hospital Universitario Virgen de Las Nieves, Universidad de Granada, 18014, Granada, Spain
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
- Department of Surgery, Division of Otolaryngology, Faculty of Medicine, University of Granada, Granada, Spain
- Meniere's Disease Neuroscience Research Program, Faculty of Medicine & Health, School of Medical Sciences, The Kolling Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Steven C Marcrum
- Department of Otolaryngology, University Hospital Regensburg, Regensburg, Germany
| | - Nikolaos Markatos
- Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Juan Martin-Lagos
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Granada, ibs.GRANADA, Hospital Universitario San Cecilio, Granada, Spain
| | - Marta Martinez-Martinez
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Granada, ibs.GRANADA, Hospital Universitario San Cecilio, Granada, Spain
| | - Birgit Mazurek
- Tinnitus Center, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Evgenia Vassou
- Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | | | - Nicolas Mueller-Locatelli
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Granada, ibs.GRANADA, Hospital Universitario San Cecilio, Granada, Spain
| | - Patrick Neff
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Neuro-X Institute, École Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland
- Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
| | - Uli Niemann
- Knowledge Management and Discovery Lab (KMD), Faculty of Computer Science, Otto Von Guericke University Magdeburg, Magdeburg, Germany
| | - Hafez Kader Omar
- Knowledge Management and Discovery Lab (KMD), Faculty of Computer Science, Otto Von Guericke University Magdeburg, Magdeburg, Germany
| | - Clara Puga
- Knowledge Management and Discovery Lab (KMD), Faculty of Computer Science, Otto Von Guericke University Magdeburg, Magdeburg, Germany
| | - Miro Schleicher
- Knowledge Management and Discovery Lab (KMD), Faculty of Computer Science, Otto Von Guericke University Magdeburg, Magdeburg, Germany
| | - Vishnu Unnikrishnan
- Knowledge Management and Discovery Lab (KMD), Faculty of Computer Science, Otto Von Guericke University Magdeburg, Magdeburg, Germany
| | - Patricia Perez-Carpena
- Department of Otolaryngology, Instituto de Investigación Biosanitaria ibs.Granada, Hospital Universitario Virgen de Las Nieves, Universidad de Granada, 18014, Granada, Spain
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | - Rüdiger Pryss
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
| | - Paula Robles-Bolivar
- Department of Otolaryngology, Instituto de Investigación Biosanitaria ibs.Granada, Hospital Universitario Virgen de Las Nieves, Universidad de Granada, 18014, Granada, Spain
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | - Matthias Rose
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Martin Schecklmann
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Tabea Schiele
- Tinnitus Center, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Johannes Schobel
- Institute DigiHealth, University of Applied Sciences, Neu-Ulm, Germany
| | - Myra Spiliopoulou
- Knowledge Management and Discovery Lab (KMD), Faculty of Computer Science, Otto Von Guericke University Magdeburg, Magdeburg, Germany
| | - Sabine Stark
- Tinnitus Center, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Carsten Vogel
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
| | - Nina Wunder
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Zoi Zachou
- Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
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13
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Manta O, Sarafidis M, Schlee W, Mazurek B, Matsopoulos GK, Koutsouris DD. Development of Machine-Learning Models for Tinnitus-Related Distress Classification Using Wavelet-Transformed Auditory Evoked Potential Signals and Clinical Data. J Clin Med 2023; 12:jcm12113843. [PMID: 37298037 DOI: 10.3390/jcm12113843] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 05/30/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023] Open
Abstract
Tinnitus is a highly prevalent condition, affecting more than 1 in 7 adults in the EU and causing negative effects on sufferers' quality of life. In this study, we utilised data collected within the "UNITI" project, the largest EU tinnitus-related research programme. Initially, we extracted characteristics from both auditory brainstem response (ABR) and auditory middle latency response (AMLR) signals, which were derived from tinnitus patients. We then combined these features with the patients' clinical data, and integrated them to build machine learning models for the classification of individuals and their ears according to their level of tinnitus-related distress. Several models were developed and tested on different datasets to determine the most relevant features and achieve high performances. Specifically, seven widely used classifiers were utilised on all generated datasets: random forest (RF), linear, radial, and polynomial support vector machines (SVM), naive bayes (NB), neural networks (NN), and linear discriminant analysis (LDA). Results showed that features extracted from the wavelet-scattering transformed AMLR signals were the most informative data. In combination with the 15 LASSO-selected clinical features, the SVM classifier achieved optimal performance with an AUC value, sensitivity, and specificity of 92.53%, 84.84%, and 83.04%, respectively, indicating high discrimination performance between the two groups.
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Affiliation(s)
- Ourania Manta
- Biomedical Engineering Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 15780 Athens, Greece
| | - Michail Sarafidis
- Biomedical Engineering Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 15780 Athens, Greece
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany
- Institute for Information and Process Management, Eastern Switzerland University of Applied Sciences, 9001 St. Gallen, Switzerland
| | - Birgit Mazurek
- Tinnitus Center, Charité-Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany
| | - George K Matsopoulos
- Biomedical Engineering Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 15780 Athens, Greece
| | - Dimitrios D Koutsouris
- Biomedical Engineering Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 15780 Athens, Greece
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14
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Langguth B, Kleinjung T, Schlee W, Vanneste S, De Ridder D. Tinnitus Guidelines and Their Evidence Base. J Clin Med 2023; 12:jcm12093087. [PMID: 37176527 PMCID: PMC10178961 DOI: 10.3390/jcm12093087] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/17/2023] [Accepted: 04/22/2023] [Indexed: 05/15/2023] Open
Abstract
Evidence-based medicine (EBM) is generally accepted as the gold standard for high-quality medicine and, thus, for managing patients with tinnitus. EBM integrates the best available scientific information with clinical experience and patient values to guide decision-making about clinical management. To help health care providers and clinicians, the available evidence is commonly translated into medical or clinical guidelines based on a consensus. These involve a systematic review of the literature and meta-analytic aggregation of research findings followed by the formulation of clinical recommendations. However, this approach also has limitations, which include a lack of consideration of individual patient characteristics, the susceptibility of guideline recommendations to material and immaterial conflicts of interest of guideline authors and long latencies till new knowledge is implemented in guidelines. A further important aspect in interpreting the existing literature is that the absence of evidence is not evidence of absence. These circumstances could result in the decoupling of recommendations and their supporting evidence, which becomes evident when guidelines from different countries differ in their recommendations. This opinion paper will discuss how these weaknesses can be addressed in tinnitus.
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Affiliation(s)
- Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany
- Interdisciplinary Tinnitus Clinic, University of Regensburg, 93053 Regensburg, Germany
| | - Tobias Kleinjung
- Department of Otorhinolaryngology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany
- Interdisciplinary Tinnitus Clinic, University of Regensburg, 93053 Regensburg, Germany
- Institute for Information and Process Management, Eastern Switzerland University of Applied Sciences, 9001 St. Gallen, Switzerland
| | - Sven Vanneste
- Trinity Institute for Neuroscience, Trinity College Dublin, D02 PN40 Dublin, Ireland
- Global Brain Health Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
- School of Psychology, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Dirk De Ridder
- Section of Neurosurgery, Department of Surgical Sciences, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand
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15
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Guillard R, Korczowski L, Léger D, Congedo M, Londero A. REM Sleep Impairment May Underlie Sleep-Driven Modulations of Tinnitus in Sleep Intermittent Tinnitus Subjects: A Controlled Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20085509. [PMID: 37107791 PMCID: PMC10138791 DOI: 10.3390/ijerph20085509] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/12/2023] [Accepted: 03/13/2023] [Indexed: 05/11/2023]
Abstract
(1) Background: Poor sleep and fragmented sleep are associated with several chronic conditions. Tinnitus is an auditory symptom that often negatively combines with poor sleep and has been associated with sleep impairment and sleep apnea. The relationship between tinnitus psychoacoustic characteristics and sleep is still poorly explored, notably for a particular subgroup of patients, for whom the perceived loudness of their tinnitus is highly modulated by sleep. (2) Methods: For this observational prospective study, 30 subjects with tinnitus were recruited, including 15 "sleep intermittent tinnitus" subjects, who had reported significant modulations of tinnitus loudness related to night sleep and naps, and a control group of 15 subjects displaying constant non-sleep-modulated tinnitus. The control group had matching age, gender, self-reported hearing loss grade and tinnitus impact on quality of life with the study group. All patients underwent a polysomnography (PSG) assessment for one complete night and then were asked to fill in a case report form, as well as a report of tinnitus loudness before and after the PSG. (3) Results: "Sleep Intermittent tinnitus" subjects had less Stage 3 sleep (p < 0.01), less Rapid-Eye Movement (REM) Sleep (p < 0.05) and more Stage 2 sleep (p < 0.05) in proportion and duration than subjects from the control group. In addition, in the "sleep Intermittent tinnitus" sample, a correlation was found between REM sleep duration and tinnitus overnight modulation (p < 0.05), as well as tinnitus impact on quality of life (p < 0.05). These correlations were not present in the control group. (4) Conclusions: This study suggests that among the tinnitus population, patients displaying sleep-modulated tinnitus have deteriorated sleep quality. Furthermore, REM sleep characteristics may play a role in overnight tinnitus modulation. Potential pathophysiological explanations accounting for this observation are hypothesized and discussed.
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Affiliation(s)
- Robin Guillard
- GIPSA-Lab, Grenoble INP, CNRS, Université Grenoble Alpes, 38000 Grenoble, France
- Correspondence:
| | | | - Damien Léger
- VIFASOM ERC 7330, Vigilance Fatigue Sommeil et Santé Publique, Université Paris Cité, 75004 Paris, France
- Centre du Sommeil et de la Vigilance, Hôtel-Dieu, APHP, 75004 Paris, France
| | - Marco Congedo
- GIPSA-Lab, Grenoble INP, CNRS, Université Grenoble Alpes, 38000 Grenoble, France
| | - Alain Londero
- Service ORL et Chirurgie Cervico-Faciale, Hôpital Européen Georges-Pompidou, APHP, 75015 Paris, France
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16
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Guillard R, Hessas A, Korczowski L, Londero A, Congedo M, Loche V. Comparing Clustering Methods Applied to Tinnitus within a Bootstrapped and Diagnostic-Driven Semi-Supervised Framework. Brain Sci 2023; 13:572. [PMID: 37190537 PMCID: PMC10136418 DOI: 10.3390/brainsci13040572] [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: 02/09/2023] [Revised: 03/12/2023] [Accepted: 03/16/2023] [Indexed: 03/31/2023] Open
Abstract
The understanding of tinnitus has always been elusive and is largely prevented by its intrinsic heterogeneity. To address this issue, scientific research has aimed at defining stable and easily identifiable subphenotypes of tinnitus. This would allow better disentangling the multiple underlying pathophysiological mechanisms of tinnitus. In this study, three-dimensionality reduction techniques and two clustering methods were benchmarked on a database of 2772 tinnitus patients in order to obtain a reliable segmentation of subphenotypes. In this database, tinnitus patients' endotypes (i.e., parts of a population with a condition with distinct underlying mechanisms) are reported when diagnosed by an ENT expert in tinnitus management. This partial labeling of the dataset enabled the design of an original semi-supervised framework. The objective was to perform a benchmark of different clustering methods to get as close as possible to the initial ENT expert endotypes. To do so, two metrics were used: a primary one, the quality of the separation of the endotypes already identified in the database, as well as a secondary one, the stability of the obtained clusterings. The relevance of the results was finally reviewed by two ENT experts in tinnitus management. A 20-cluster clustering was selected as the best-performing, the most-clinically relevant, and the most-stable through bootstrapping. This clustering used a T-SNE method as the dimensionality reduction technique and a k-means algorithm as the clustering method. The characteristics of this clustering are presented in this article.
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Affiliation(s)
- Robin Guillard
- CNRS, Grenoble INP, GIPSA-Lab, University Grenoble Alpes, 38000 Grenoble, France
- Siopi, 15 rue des Halles, 75001 Paris, France
| | - Adam Hessas
- Siopi, 15 rue des Halles, 75001 Paris, France
| | | | - Alain Londero
- Service ORL et CCF, Hôpital Européen G.-Pompidou, AP-HP, 20, rue Leblanc, 75015 Paris, France
| | - Marco Congedo
- CNRS, Grenoble INP, GIPSA-Lab, University Grenoble Alpes, 38000 Grenoble, France
| | - Vincent Loche
- Service d’ORL, Hôpital Claude Huriez, CHU Lille 59000, France
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17
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Santacruz JL, de Kleine E, van Dijk P. Comparison between two self-guided tinnitus pitch matching methods. Front Aging Neurosci 2023; 15:1095178. [PMID: 36761182 PMCID: PMC9906993 DOI: 10.3389/fnagi.2023.1095178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/04/2023] [Indexed: 01/26/2023] Open
Abstract
Introduction Tinnitus pitch matching is a procedure by which the frequency of an external sound is manipulated in such a way that its pitch matches the one of the tinnitus. The correct measure of the tinnitus pitch plays an important role in the effectiveness of any sound-based therapies. To date, this assessment is difficult due to the subjective nature of tinnitus. Some of the existing pitch matching methods present a challenge for both patients and clinicians, and require multiple adjustments of frequency and loudness, which becomes increasingly difficult in case of coexisting hearing loss. In this paper, we present the comparison in terms of reliability between two self-guided pitch matching methods: the method of adjustment (MOA) and the multiple-choice method (MCM). Methods 20 participants with chronic tinnitus and hearing loss underwent the two assessments in two different sessions, 1 week apart. Measures of intraclass correlation (ICC) and difference in octaves (OD) within-method and within-session were obtained. Results Both methods presented good reliability, and the obtained values of ICC and OD suggested that both methods might measure a different aspect of tinnitus. Discussion Our results suggest that a multiple-choice method (MCM) for tinnitus pitch matching is as reliable in a clinical population as more conventional methods.
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Affiliation(s)
- Jose L. Santacruz
- Department of Otorhinolaryngology/Head and Neck Surgery, University Medical Center Groningen, University of Groningen, Groningen, Netherlands,Graduate School of Medical Sciences (Research School of Behavioral and Cognitive Neurosciences), University of Groningen, Groningen, Netherlands,*Correspondence: Jose L. Santacruz, ✉
| | - Emile de Kleine
- Department of Otorhinolaryngology/Head and Neck Surgery, University Medical Center Groningen, University of Groningen, Groningen, Netherlands,Graduate School of Medical Sciences (Research School of Behavioral and Cognitive Neurosciences), University of Groningen, Groningen, Netherlands
| | - Pim van Dijk
- Department of Otorhinolaryngology/Head and Neck Surgery, University Medical Center Groningen, University of Groningen, Groningen, Netherlands,Graduate School of Medical Sciences (Research School of Behavioral and Cognitive Neurosciences), University of Groningen, Groningen, Netherlands
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Engelke M, Simões J, Vogel C, Schoisswohl S, Schecklmann M, Wölflick S, Pryss R, Probst T, Langguth B, Schlee W. Pilot study of a smartphone-based tinnitus therapy using structured counseling and sound therapy: A multiple-baseline design with ecological momentary assessment. PLOS DIGITAL HEALTH 2023; 2:e0000183. [PMID: 36812641 PMCID: PMC9931272 DOI: 10.1371/journal.pdig.0000183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/13/2022] [Indexed: 01/20/2023]
Abstract
Tinnitus affects a considerable part of the population and develops into a severe disorder in some sufferers. App-based interventions are able to provide low-threshold, cost-effective, and location-independent care for tinnitus patients. Therefore, we developed a smartphone app combining structured counseling with sound therapy and conducted a pilot study to evaluate treatment compliance and symptom improvement (trial registration: DRKS00030007). Outcome variables were Ecological Momentary Assessment (EMA) measured tinnitus distress and loudness and Tinnitus Handicap Inventory (THI) at baseline and final visit. A multiple-baseline design with a baseline phase (only EMA) followed by an intervention phase (EMA and intervention) was applied. 21 patients with chronic tinnitus (≥ 6 months) were included. Overall compliance differed between modules (EMA usage: 79% of days, structured counseling: 72%, sound therapy: 32%). The THI score improved from baseline to final visit indicating a large effect (Cohens d = 1.1). Tinnitus distress and loudness did not improve significantly from baseline phase to the end of intervention phase. However, 5 of 14 (36%) improved clinically meaningful in tinnitus distress (ΔDistress ≥ 10) and 13 of 18 (72%) in THI score (ΔTHI ≥ 7). The positive relationship between tinnitus distress and loudness weakened over the course of the study. A trend but no level effect for tinnitus distress could be demonstrated by a mixed effect model. The improvement in THI was strongly associated with the improvement scores in EMA of tinnitus distress (r = -0.75; 0.86). These results indicate that app-based structured counseling combined with sound therapy is feasible, has an impact on tinnitus symptoms and reduces distress for several patients. In addition, our data suggest that EMA could be used as a measurement tool to detect changes in tinnitus symptoms in clinical trials as has already been shown in other areas of mental health research.
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Affiliation(s)
- Milena Engelke
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- * E-mail:
| | - Jorge Simões
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Carsten Vogel
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
| | - Stefan Schoisswohl
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Martin Schecklmann
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Stella Wölflick
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Rüdiger Pryss
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
| | - Thomas Probst
- Department for Psychotherapy and Biopsychosocial Health, Danube University Krems, Krems, Austria
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
- Institute for Information and Process Management, Eastern Switzerland University of Applied Sciences, St. Gallen, Switzerland
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19
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Prevalence and associated risk factors of tinnitus among adult Palestinians: a cross-sectional study. Sci Rep 2022; 12:20617. [PMID: 36450754 PMCID: PMC9712604 DOI: 10.1038/s41598-022-24015-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 11/08/2022] [Indexed: 12/12/2022] Open
Abstract
Tinnitus is a common complaint with potentially negative impact on quality of life. Prevalence of tinnitus ranges from 5 to 43% worldwide. This variation could be due to the heterogeneity of tinnitus assessment. This has limited the progress in understanding tinnitus. Therefore, we employed a standardized and a validated assessment method to determine the prevalence and related risk factors of tinnitus among Palestinians for the first time. This is a cross-sectional study in which we questioned a representative sample of 618 subjects in one-to-one interviews. The prevalence of any tinnitus was 30.6% among adult Palestinians. Participants from the oldest age group were almost five times more likely to have tinnitus. Moreover, participants with head and neck pain syndrome, severe hearing impairment, sleeping disorders or frequent complaints of vertigo were approximately two times more likely to have tinnitus. Our study provides novel information regarding tinnitus in Palestine and improves our understanding of tinnitus. This will improve the diagnosis and consequently will contribute in reducing the prevalence and perhaps in preventing tinnitus. As tinnitus still has no known cure, further investigations of modifiable risk factors and causes of tinnitus are crucial to prevent it in the future.
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20
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Gallego-Martinez A, Escalera-Balsera A, Trpchevska N, Robles-Bolivar P, Roman-Naranjo P, Frejo L, Perez-Carpena P, Bulla J, Gallus S, Canlon B, Cederroth CR, Lopez-Escamez JA. Using coding and non-coding rare variants to target candidate genes in patients with severe tinnitus. NPJ Genom Med 2022; 7:70. [PMID: 36450758 PMCID: PMC9712652 DOI: 10.1038/s41525-022-00341-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 11/18/2022] [Indexed: 12/05/2022] Open
Abstract
Tinnitus is the phantom percept of an internal non-verbal set of noises and tones. It is reported by 15% of the population and it is usually associated with hearing and/or brain disorders. The role of structural variants (SVs) in coding and non-coding regions has not been investigated in patients with severe tinnitus. In this study, we performed whole-genome sequencing in 97 unrelated Swedish individuals with chronic tinnitus (TIGER cohort). Rare single nucleotide variants (SNV), large structural variants (LSV), and copy number variations (CNV) were retrieved to perform a gene enrichment analysis in TIGER and in a subgroup of patients with severe tinnitus (SEVTIN, n = 34), according to the tinnitus handicap inventory (THI) scores. An independent exome sequencing dataset of 147 Swedish tinnitus patients was used as a replication cohort (JAGUAR cohort) and population-specific datasets from Sweden (SweGen) and Non-Finish Europeans (NFE) from gnomAD were used as control groups. SEVTIN patients showed a higher prevalence of hyperacusis, hearing loss, and anxiety when they were compared to individuals in the TIGER cohort. We found an enrichment of rare missense variants in 6 and 8 high-constraint genes in SEVTIN and TIGER cohorts, respectively. Of note, an enrichment of missense variants was found in the CACNA1E gene in both SEVTIN and TIGER. We replicated the burden of missense variants in 9 high-constrained genes in the JAGUAR cohort, including the gene NAV2, when data were compared with NFE. Moreover, LSVs in constrained regions overlapping CACNA1E, NAV2, and TMEM132D genes were observed in TIGER and SEVTIN.
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Affiliation(s)
- Alvaro Gallego-Martinez
- grid.470860.d0000 0004 4677 7069Otology & Neurotology Group CTS495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración, 114, 18016 Granada, Spain ,grid.411380.f0000 0000 8771 3783Department of Otolaryngology, Instituto de Investigación Biosanitaria, ibs.Granada, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain ,grid.452372.50000 0004 1791 1185Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain
| | - Alba Escalera-Balsera
- grid.470860.d0000 0004 4677 7069Otology & Neurotology Group CTS495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración, 114, 18016 Granada, Spain ,grid.411380.f0000 0000 8771 3783Department of Otolaryngology, Instituto de Investigación Biosanitaria, ibs.Granada, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain ,grid.452372.50000 0004 1791 1185Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain
| | - Natalia Trpchevska
- grid.4714.60000 0004 1937 0626Section of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Paula Robles-Bolivar
- grid.470860.d0000 0004 4677 7069Otology & Neurotology Group CTS495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración, 114, 18016 Granada, Spain ,grid.411380.f0000 0000 8771 3783Department of Otolaryngology, Instituto de Investigación Biosanitaria, ibs.Granada, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain ,grid.452372.50000 0004 1791 1185Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain
| | - Pablo Roman-Naranjo
- grid.470860.d0000 0004 4677 7069Otology & Neurotology Group CTS495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración, 114, 18016 Granada, Spain ,grid.411380.f0000 0000 8771 3783Department of Otolaryngology, Instituto de Investigación Biosanitaria, ibs.Granada, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain ,grid.452372.50000 0004 1791 1185Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain
| | - Lidia Frejo
- grid.470860.d0000 0004 4677 7069Otology & Neurotology Group CTS495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración, 114, 18016 Granada, Spain ,grid.411380.f0000 0000 8771 3783Department of Otolaryngology, Instituto de Investigación Biosanitaria, ibs.Granada, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain ,grid.452372.50000 0004 1791 1185Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain
| | - Patricia Perez-Carpena
- grid.470860.d0000 0004 4677 7069Otology & Neurotology Group CTS495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración, 114, 18016 Granada, Spain ,grid.411380.f0000 0000 8771 3783Department of Otolaryngology, Instituto de Investigación Biosanitaria, ibs.Granada, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain ,grid.452372.50000 0004 1791 1185Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain ,grid.4489.10000000121678994Department of Surgery, Division of Otolaryngology, University of Granada, 18016 Granada, Spain
| | - Jan Bulla
- grid.7914.b0000 0004 1936 7443Department of Mathematics, University of Bergen, 5020 Bergen, Norway ,grid.7727.50000 0001 2190 5763Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany
| | - Silvano Gallus
- grid.4527.40000000106678902Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy
| | - Barbara Canlon
- grid.4714.60000 0004 1937 0626Section of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Christopher R. Cederroth
- grid.4714.60000 0004 1937 0626Section of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institutet, 171 77 Stockholm, Sweden ,grid.240404.60000 0001 0440 1889National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust, Ropewalk House, Nottingham, NG1 5DU UK ,grid.4563.40000 0004 1936 8868Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, NG7 2UH UK
| | - Jose A. Lopez-Escamez
- grid.470860.d0000 0004 4677 7069Otology & Neurotology Group CTS495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración, 114, 18016 Granada, Spain ,grid.411380.f0000 0000 8771 3783Department of Otolaryngology, Instituto de Investigación Biosanitaria, ibs.Granada, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain ,grid.452372.50000 0004 1791 1185Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain ,grid.4489.10000000121678994Department of Surgery, Division of Otolaryngology, University of Granada, 18016 Granada, Spain
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21
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Zhang L, Monacelli G, Vashisht H, Schlee W, Langguth B, Ward T. The Effects of Tinnitus in Probabilistic Learning Tasks: Protocol for an Ecological Momentary Assessment Study. JMIR Res Protoc 2022; 11:e36583. [PMID: 36367761 PMCID: PMC9700237 DOI: 10.2196/36583] [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: 01/18/2022] [Revised: 07/26/2022] [Accepted: 07/30/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Chronic tinnitus is an increasing worldwide health concern, causing a significant burden to the health care system each year. The COVID-19 pandemic has seen a further increase in reported cases. For people with tinnitus, symptoms are exacerbated because of social isolation and the elevated levels of anxiety and depression caused by quarantines and lockdowns. Although it has been reported that patients with tinnitus can experience changes in cognitive capabilities, changes in adaptive learning via decision-making tasks for people with tinnitus have not yet been investigated. OBJECTIVE In this study, we aim to assess state- and trait-related impairments in adaptive learning ability on probabilistic learning tasks among people with tinnitus. Given that performance in such tasks can be quantified through computational modeling methods using a small set of neural-informed model parameters, such approaches are promising in terms of the assessment of tinnitus severity. We will first examine baseline differences in the characterization of decision-making under uncertainty between healthy individuals and people with tinnitus in terms of differences in the parameters of computational models in a cross-sectional experiment. We will also investigate whether these computational markers, which capture characteristics of decision-making, can be used to understand the cognitive impact of tinnitus symptom fluctuations through a longitudinal experimental design. METHODS We have developed a mobile app, AthenaCX, to deliver e-consent and baseline tinnitus and psychological assessments as well as regular ecological momentary assessments (EMAs) of perceived tinnitus loudness and a web-based aversive version of a probabilistic decision-making task, which can be triggered based on the participants' responses to the EMA surveys. Computational models will be developed to fit participants' choice data in the task, and cognitive parameters will be estimated to characterize participants' current ability to adapt learning to the change of the simulated environment at each session when the task is triggered. Linear regression analysis will be conducted to evaluate the impacts of baseline tinnitus severity on adapting decision-making performance. Repeated measures linear regression analysis will be used to examine model-derived parameters of decision-making in measuring real-time perceived tinnitus loudness fluctuations. RESULTS Ethics approval was received in December 2020 from Dublin City University (DCUREC/2021/070). The implementation of the experiments, including both the surveys and the web-based decision-making task, has been prepared. Recruitment flyers have been shared with audiologists, and a video instruction has been created to illustrate to the participants how to participate in the experiment. We expect to finish data collection over 12 months and complete data analysis 6 months after this. The results are expected to be published in December 2023. CONCLUSIONS We believe that EMA with context-aware triggering can facilitate a deeper understanding of the effects of tinnitus symptom severity upon decision-making processes as measured outside of the laboratory. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/36583.
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Affiliation(s)
- Lili Zhang
- Insight Science Foundation Ireland Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | - Greta Monacelli
- Insight Science Foundation Ireland Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | | | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University Regensburg, Regensburg, Germany
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University Regensburg, Regensburg, Germany
| | - Tomas Ward
- Insight Science Foundation Ireland Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
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Bromis K, Sarafidis M, Manta O, Kouris I, Vellidou E, Schlee W, Koutsouris D. Predicting the optimal therapeutic intervention for tinnitus patients using random forest regression: A preliminary study of UNITI's decision support system model. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:2655-2658. [PMID: 36085810 DOI: 10.1109/embc48229.2022.9871331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Tinnitus is the conscious perception of a phantom sound in absence of an external or internal stimulus. More than 1 in 7 adults in the EU experience tinnitus and for a large proportion of them tinnitus is an intrusive, persistent, and disabling condition, which impairs their life quality. Therefore, tinnitus is posed as a major global burden, which requires a precision-medicine approach in terms of treatments that are tailored to individual patients, due to its high heterogeneity. UNITI is a research and innovation project which aims towards this goal, unifying treatments and interventions for tinnitus. In the context UNITI, a randomized controlled trial (RCT) is being conducted and all the participants' data will be utilized for the development of a clinical decision support system (CDSS). This CDSS will predict the optimal therapeutic intervention for a tinnitus patient based on their profile. In this paper, we present a preliminary study of the CDSS model development process. We describe the available input data, the pre-processing steps conducted, the algorithms tested to model the CDSS' prediction, the models' results, and the future work in the context of this project. The R2 score of the selected model is currently 0.65, indicating that its development process is in the right direction but further tuning and hyperparameter optimization is needed. Clinical Relevance- The proposed model will be integrated in a CDSS aiming at indicating the optimal treatment strategy for a tinnitus patient based their personal profile.
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Henry JA, Carlson KF, Theodoroff S, Folmer RL. Reevaluating the Use of Sound Therapy for Tinnitus Management: Perspectives on Relevant Systematic Reviews. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:2327-2342. [PMID: 35619049 DOI: 10.1044/2022_jslhr-21-00668] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
PURPOSE Tinnitus is a highly prevalent condition that can severely reduce health functioning. In spite of extant clinical practice guidelines (CPGs), implementation of these CPGs is relatively uncommon. As a result, patients seeking professional services for tinnitus often have no assurance of receiving evidence-based care. The purpose of this tutorial was to clarify the evidence for sound therapy so that it may be included in future CPGs for tinnitus. METHOD "Best clinical evidence" is obtained from high-quality systematic reviews, which are generally considered the highest level of evidence. Our review of recent, comprehensive, high-quality systematic reviews of interventions for tinnitus concludes that cognitive behavioral therapy is the only effective intervention, though the strength of evidence was generally rated as low in these reviews. Although trials of sound therapy for tinnitus have been included in these reviews, they have been rated as having high risk of bias (RoB) and not included in syntheses or rated as insufficient strength of evidence. RESULTS Conclusions from these and other reviews have influenced recommendations made in CPGs for tinnitus. These conclusions, however, can make it appear that an intervention for tinnitus is not effective, even if the opposite is true. We contend that the strict inclusion criteria for these reviews are counterproductive and have the effect of obscuring decades of evidence demonstrating the clinical effectiveness of sound therapies for tinnitus. Ultimately, this process has resulted in many patients not receiving sound therapy, despite what should be sufficient evidence that this is an effective form of intervention. CONCLUSION If we rely on systematic reviews using contemporary RoB assessment criteria for studies published prior to these reporting guidelines, then we risk excluding important conclusions regarding interventions that could help patients in need.
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Affiliation(s)
- James A Henry
- VA RR&D National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, OR
- Department of Otolaryngology-Head & Neck Surgery, Oregon Health & Science University, Portland
| | - Kathleen F Carlson
- VA RR&D National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, OR
- School of Public Health, Oregon Health & Science University, Portland
- Center to Improve Veteran Involvement in Care, Veterans Affairs Portland Health Care System, OR
| | - Sarah Theodoroff
- VA RR&D National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, OR
- Department of Otolaryngology-Head & Neck Surgery, Oregon Health & Science University, Portland
| | - Robert L Folmer
- VA RR&D National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, OR
- Department of Otolaryngology-Head & Neck Surgery, Oregon Health & Science University, Portland
- Center to Improve Veteran Involvement in Care, Veterans Affairs Portland Health Care System, OR
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Smartphone-Guided Educational Counseling and Self-Help for Chronic Tinnitus. J Clin Med 2022; 11:jcm11071825. [PMID: 35407432 PMCID: PMC8999555 DOI: 10.3390/jcm11071825] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 03/10/2022] [Accepted: 03/23/2022] [Indexed: 12/10/2022] Open
Abstract
Tinnitus is an auditory phantom perception in the ears or head in the absence of a corresponding external stimulus. There is currently no effective treatment available that reliably reduces tinnitus. Educational counseling is a treatment approach that aims to educate patients and inform them about possible coping strategies. For this feasibility study, we implemented educational material and self-help advice in a smartphone app. Participants used the educational smartphone app unsupervised during their daily routine over a period of four months. Comparing the tinnitus outcome measures before and after smartphone-guided treatment, we measured changes in tinnitus-related distress, but not in tinnitus loudness. Improvements on the Tinnitus Severity numeric rating scale reached an effect size of 0.408, while the improvements on the Tinnitus Handicap Inventory (THI) were much smaller with an effect size of 0.168. An analysis of user behavior showed that frequent and intensive use of the app is a crucial factor for treatment success: participants that used the app more often and interacted with the app intensively reported a stronger improvement in the tinnitus. Between study allocation and final assessment, 26 of 52 participants dropped out of the study. Reasons for the dropouts and lessons for future studies are discussed in this paper.
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The Road Traveled and Journey Ahead for the Genetics and Genomics of Tinnitus. Mol Diagn Ther 2022; 26:129-136. [PMID: 35167110 PMCID: PMC8942952 DOI: 10.1007/s40291-022-00578-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/16/2022] [Indexed: 10/29/2022]
Abstract
The feasibility to unravel genetic and genomic signatures for disorders affecting the auditory system has accelerated since arriving in the post-genomics era roughly 20 years ago. Newly emerging studies have provided initial landmarks signaling heritability and thus, a genetic link, to severe tinnitus. Tinnitus, the phantom perception of ringing in the ears, is experienced by at least 15% of the adult population and can be extremely disabling. Despite its ubiquity, there is no cure for tinnitus and modalities offering relief are often of limited success. Because tinnitus is frequently reported in patients with acquired conductive or sensorineural hearing impairment, it has been widely accepted that tinnitus is secondary to and a symptom arising from hearing impairment. However, tinnitus has also been identified in the absence of auditory dysfunction and in young individuals, resulting in a debate about its origins. Genetics studies have identified severe tinnitus as a complex disorder arising from gene and environment interactions, refining its classification as a neurological disorder and, in at least a subset of patients, it appears not as a symptom of another health issue. This current opinion summarizes several recent studies that have challenged a long-accepted dogma and postulates how this information could eventually be used in the future to help patients. It is with great hope that this knowledge opens translational paths to provide relief for the many who suffer from the burden of tinnitus on a daily basis.
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Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus. J Clin Med 2022; 11:jcm11040978. [PMID: 35207250 PMCID: PMC8875075 DOI: 10.3390/jcm11040978] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/07/2022] [Accepted: 02/11/2022] [Indexed: 02/07/2023] Open
Abstract
Background: Tinnitus is a heterogeneous condition. The aim of this study as to compare the online and hospital responses to the Spanish version of European School for Interdisciplinary Tinnitus Research screening-questionnaire (ESIT-SQ) in tinnitus individuals by an unsupervised age clustering. Methods: A cross-sectional study was performed including 434 white Spanish patients with chronic tinnitus to assess the demographic and clinical profile through the ESIT-SQ, with 204 outpatients and 230 individuals from an online survey; a K-means clustering algorithm was used to classify both responses according to age. Results: Online survey showed a high proportion of Meniere’s disease (MD) patients compared to both the general population and the outpatient cohort. The responses showed statistically significant differences between groups regarding education level, tinnitus-related hearing disorders (MD, hyperacusis), sleep difficulties, dyslipidemia, and other tinnitus characteristics, including duration, type of onset, the report of mitigating factors and the use of treatments. However, these differences were partially confirmed after adjusting for age. Conclusions: Self-reported tinnitus surveys are a low confidence source for tinnitus phenotyping. Additional clinical evaluation is needed for tinnitus research to reach the diagnosis. Age-based cluster analysis might help to better define clinical profiles and to compare responses in ESIT-SQ among subgroups of patients with tinnitus.
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Schoisswohl S, Langguth B, Hebel T, Vielsmeier V, Abdelnaim MA, Schecklmann M. Personalization of Repetitive Transcranial Magnetic Stimulation for the Treatment of Chronic Subjective Tinnitus. Brain Sci 2022; 12:brainsci12020203. [PMID: 35203965 PMCID: PMC8870254 DOI: 10.3390/brainsci12020203] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 01/26/2022] [Accepted: 01/28/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Personalization of repetitive transcranial magnetic stimulation (rTMS) for tinnitus might be capable to overcome the heterogeneity of treatment responses. The assessment of loudness changes after short rTMS protocols in test sessions has been proposed as a strategy to identify the best protocol for the daily treatment application. However, the therapeutic advantages of this approach are currently not clear. The present study was designed to further investigate the feasibility and clinical efficacy of personalized rTMS as compared to a standardized rTMS protocol used for tinnitus. Methods: RTMS personalization was conducted via test sessions and reliable, sham-superior responses respectively short-term reductions in tinnitus loudness following active rTMS protocols (1, 10, 20 Hz, each 200 pulses) applied over the left and right temporal cortex. Twenty pulses at a frequency of 0.1 Hz served as a control condition (sham). In case of a response, patients were randomly allocated to ten treatment sessions of either personalized rTMS (2000 pulses with the site and frequency producing the most pronounced loudness reduction during test sessions) or standard rTMS (1 Hz, 2000 pulses left temporal cortex). Those participants who did not show a response during the test sessions received the standard protocol as well. Results: The study was terminated prematurely after 22 patients (instead of 50 planned) as the number of test session responders was much lower than expected (27% instead of 50%). Statistical evaluation of changes in metric tinnitus variables and treatment responses indicated only numerical, but not statistical superiority for personalized rTMS compared to standard treatment. Conclusions: The current stage of investigation does not allow for a clear conclusion about the therapeutic advantages of personalized rTMS for tinnitus based on test session responses. The feasibility of this approach is primarily limited by the low test session response rate.
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Affiliation(s)
- Stefan Schoisswohl
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (B.L.); (T.H.); (M.A.A.)
- Department of Psychology, Bundeswehr University Munich, 85577 Neubiberg, Germany
- Correspondence: (S.S.); (M.S.)
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (B.L.); (T.H.); (M.A.A.)
| | - Tobias Hebel
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (B.L.); (T.H.); (M.A.A.)
| | - Veronika Vielsmeier
- Department of Otorhinolaryngology, University of Regensburg, 93053 Regensburg, Germany;
| | - Mohamed A. Abdelnaim
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (B.L.); (T.H.); (M.A.A.)
| | - Martin Schecklmann
- Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (B.L.); (T.H.); (M.A.A.)
- Correspondence: (S.S.); (M.S.)
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28
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Schoisswohl S, Langguth B, Schecklmann M, Bernal-Robledano A, Boecking B, Cederroth CR, Chalanouli D, Cima R, Denys S, Dettling-Papargyris J, Escalera-Balsera A, Espinosa-Sanchez JM, Gallego-Martinez A, Giannopoulou E, Hidalgo-Lopez L, Hummel M, Kikidis D, Koller M, Lopez-Escamez JA, Marcrum SC, Markatos N, Martin-Lagos J, Martinez-Martinez M, Martinez-Martinez M, Ferron MM, Mazurek B, Mueller-Locatelli N, Neff P, Oppel K, Perez-Carpena P, Robles-Bolivar P, Rose M, Schiele T, Schiller A, Simoes J, Stark S, Staudinger S, Stege A, Verhaert N, Schlee W. Unification of Treatments and Interventions for Tinnitus Patients (UNITI): a study protocol for a multi-center randomized clinical trial. Trials 2021; 22:875. [PMID: 34863270 PMCID: PMC8642746 DOI: 10.1186/s13063-021-05835-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 11/15/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Tinnitus represents a relatively common condition in the global population accompanied by various comorbidities and severe burden in many cases. Nevertheless, there is currently no general treatment or cure, presumable due to the heterogeneity of tinnitus with its wide variety of etiologies and tinnitus phenotypes. Hence, most treatment studies merely demonstrated improvement in a subgroup of tinnitus patients. The majority of studies are characterized by small sample sizes, unstandardized treatments and assessments, or applications of interventions targeting only a single organ level. Combinatory treatment approaches, potentially targeting multiple systems as well as treatment personalization, might provide remedy and enhance treatment responses. The aim of the present study is to systematically examine established tinnitus therapies both alone and in combination in a large sample of tinnitus patients. Further, it wants to provide the basis for personalized treatment approaches by evaluating a specific decision support system developed as part of an EU-funded collaborative project (Unification of treatments and interventions for tinnitus patients; UNITI project). METHODS/STUDY DESIGN This is a multi-center parallel-arm randomized clinical trial conducted at five different clinical sites over the EU. The effect of four different tinnitus therapy approaches (sound therapy, structured counseling, hearing aids, cognitive behavioral therapy) applied over a time period of 12 weeks as a single or rather a combinatory treatment in a total number of 500 chronic tinnitus patients will be investigated. Assessments and interventions are harmonized over the involved clinical sites. The primary outcome measure focuses on the domain tinnitus distress assessed via the Tinnitus Handicap Inventory. DISCUSSION Results and conclusions from the current study might not only provide an essential contribution to combinatory and personalized treatment approaches in tinnitus but could also provide more profound insights in the heterogeneity of tinnitus, representing an important step towards a cure for tinnitus. TRIAL REGISTRATION ClinicalTrials.gov NCT04663828 . Registered on 11 December 2020.
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Affiliation(s)
- Stefan Schoisswohl
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany.
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany
| | - Martin Schecklmann
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany
| | - Alberto Bernal-Robledano
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Ibs.GRANADA, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - Benjamin Boecking
- Tinnitus Center, Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt Universität Berlin, Berlin, Germany
| | | | | | - Rilana Cima
- Department of Health Psychology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Sam Denys
- Department of Neurosciences, Research group Experimental Oto-Rhino-Laryngology, University of Leuven, Leuven, Belgium.,Department of Otorhinolaryngology - Head and Neck surgery, University Hospitals Leuven, Leuven, Belgium.,Multidisciplinary University Center for Speech-Language Pathology and Audiology, University Hospitals Leuven, Leuven, Belgium
| | | | - Alba Escalera-Balsera
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Juan Manuel Espinosa-Sanchez
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Ibs.GRANADA, Hospital Universitario Virgen de las Nieves, Granada, Spain.,Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Alvaro Gallego-Martinez
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
| | | | - Leyre Hidalgo-Lopez
- Department of Mental Health, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - Michael Hummel
- Central Biobank Charité, Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt Universität Berlin, Berlin, Germany
| | - Dimitris Kikidis
- Department of Otolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Hippocrateion General Hospital, Athens, Greece
| | - Michael Koller
- Center for Clinical Studies, University Hospital Regensburg, Regensburg, Germany
| | - Jose A Lopez-Escamez
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Ibs.GRANADA, Hospital Universitario Virgen de las Nieves, Granada, Spain.,Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain.,Department of Surgery, Division of Otolaryngology, Universidad de Granada, Granada, Spain
| | - Steven C Marcrum
- Department of Otolaryngology, University Hospital Regensburg, Regensburg, Germany
| | - Nikolaos Markatos
- Department of Otolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Hippocrateion General Hospital, Athens, Greece
| | - Juan Martin-Lagos
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria ibs. GRANADA, Hospital Universitario Clinico San Cecilio, Granada, Spain
| | - Maria Martinez-Martinez
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Ibs.GRANADA, Hospital Universitario Virgen de las Nieves, Granada, Spain.,Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Marta Martinez-Martinez
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Ibs.GRANADA, Hospital Universitario Virgen de las Nieves, Granada, Spain.,Department of Otolaryngology, Instituto de Investigacion Biosanitaria ibs. GRANADA, Hospital Universitario Clinico San Cecilio, Granada, Spain
| | - Maria Mata Ferron
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Ibs.GRANADA, Hospital Universitario Virgen de las Nieves, Granada, Spain.,Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Birgit Mazurek
- Tinnitus Center, Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt Universität Berlin, Berlin, Germany
| | - Nicolas Mueller-Locatelli
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria ibs. GRANADA, Hospital Universitario Clinico San Cecilio, Granada, Spain
| | - Patrick Neff
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany.,Center for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria
| | - Kevin Oppel
- Terzo-Institute for Applied Hearing Research, ISMA, Sonneberg, Germany
| | - Patricia Perez-Carpena
- Department of Otolaryngology, Instituto de Investigacion Biosanitaria Ibs.GRANADA, Hospital Universitario Virgen de las Nieves, Granada, Spain.,Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Paula Robles-Bolivar
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Center for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Matthias Rose
- Department of Psychosomatic and Psychotherapy, Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt Universität Berlin, Berlin, Germany
| | - Tabea Schiele
- Tinnitus Center, Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt Universität Berlin, Berlin, Germany
| | - Axel Schiller
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany
| | - Jorge Simoes
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany
| | - Sabine Stark
- Tinnitus Center, Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt Universität Berlin, Berlin, Germany
| | - Susanne Staudinger
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany
| | - Alexandra Stege
- Central Biobank Charité, Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt Universität Berlin, Berlin, Germany
| | - Nicolas Verhaert
- Department of Neurosciences, Research group Experimental Oto-Rhino-Laryngology, University of Leuven, Leuven, Belgium.,Department of Otorhinolaryngology - Head and Neck surgery, University Hospitals Leuven, Leuven, Belgium.,Multidisciplinary University Center for Speech-Language Pathology and Audiology, University Hospitals Leuven, Leuven, Belgium
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, Universitaetsstraße 84, 93053, Regensburg, Germany
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29
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Rademaker MM, Stegeman I, Brabers AEM, de Jong JD, Stokroos RJ, Smit AL. Differences in characteristics between people with tinnitus that seek help and that do not. Sci Rep 2021; 11:22949. [PMID: 34824285 PMCID: PMC8616930 DOI: 10.1038/s41598-021-01632-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 10/26/2021] [Indexed: 11/15/2022] Open
Abstract
Knowledge on characteristics of people that seek help for tinnitus is scarce. The primary objective of this study was to describe differences in characteristics between people with tinnitus that seek help compared to those who do not seek help. Next, we described differences in characteristics between those with and without tinnitus. In this cross-sectional study, we sent a questionnaire on characteristics in different domains; demographic, tinnitus-specific, general- and psychological health, auditory and noise- and substance behaviour. We assessed if participants had sought help or planned to seek help for tinnitus. Tinnitus distress was defined with the Tinnitus Functional Index. Differences between groups (help seeking: yes/no, tinnitus: yes/no) were described. 932 people took part in our survey. Two hundred and sixteen participants were defined as having tinnitus (23.2%). Seventy-three of those sought or planned to seek help. A constant tinnitus pattern, a varying tinnitus loudness, and hearing loss, were described more frequently in help seekers. Help seekers reported higher TFI scores. Differences between help seekers and people not seeking help were mainly identified in tinnitus- and audiological characteristics. These outcomes might function as a foundation to explore the heterogeneity in tinnitus patients.
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Affiliation(s)
- M M Rademaker
- Department of Otorhinolaryngology and Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.
- UMC Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands.
| | - I Stegeman
- Department of Otorhinolaryngology and Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- UMC Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, The Netherlands
- Epidemiology and Data Science, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - A E M Brabers
- Nivel (Netherlands Institute for Health Services Research), Utrecht, The Netherlands
| | - J D de Jong
- Nivel (Netherlands Institute for Health Services Research), Utrecht, The Netherlands
- Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - R J Stokroos
- Department of Otorhinolaryngology and Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- UMC Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
| | - A L Smit
- Department of Otorhinolaryngology and Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- UMC Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
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30
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Biswas R, Schiller A, Casolani C, Daoud E, Dode A, Genitsaridi E, Jacquemin L, Liyanage N, Lourenco M, Makani P, Parameshwarappa V, Riha C, L Santacruz J, Shabbir M, Simoes J, Trpchevska N, Schoisswohl S. Doctoral Studies as part of an Innovative Training Network (ITN): Early Stage Researcher (ESR) experiences. OPEN RESEARCH EUROPE 2021; 1:34. [PMID: 37645158 PMCID: PMC10446088 DOI: 10.12688/openreseurope.13094.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/24/2021] [Indexed: 08/31/2023]
Abstract
Background: The Marie-Skłodowska-Curie Actions' (MSCA) Innovative Training Network (ITN) is a doctoral training programme jointly implemented by academic institutions and industries from countries across Europe and beyond. To our knowledge no study has examined the experience of students participating in MSCA-ITNs. This study aims to evaluate and report MSCA-ITN Early Stage Researcher (ESR) experiences. Methods: The Innovative Training Network - Evaluation Questionnaire (ITN-EQ) was developed to assess supervision, training, collaborations and experiences of ESRs and forwarded to two tinnitus-related ITNs and seven ITNs of other disciplines. Results: Key advantages identified included better career prospects, multidisciplinary research opportunities/collaborations, international exposure, personal/professional development, plus generous salaries and research budgets. However, lack of a common EU framework resulted in the experience being largely dependent on the host institution, country and supervisor. Moreover, managing the dual requirements of ITNs and host institutions while completing a three-year PhD seemed challenging for most ESRs. ESR involvement in workshop and training school planning was desirable. More than 80% of ESRs rated the overall ITN experience favourably and 98.3% would recommend the same to prospective PhD students. Conclusions: This report could provide valuable insights in planning and management of future ITNs and could assist prospective students in their decision of joining an ITN for their PhD.
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Affiliation(s)
- Roshni Biswas
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Axel Schiller
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Chiara Casolani
- Tinnitus Assessment Causes Treatments (TIN-ACT), Groningen, The Netherlands
- Hearing System Section, Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
- Oticon A/S, DK-2765 Smørum, Denmark
- Interacoustics Research Unit, DK-2800 Lyngby, Denmark
| | - Elza Daoud
- Tinnitus Assessment Causes Treatments (TIN-ACT), Groningen, The Netherlands
- Centre National de la Recherche Scientifique, Aix-Marseille University, Marseille, France
| | - Albi Dode
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Institute of Databases and Information Systems, University of Ulm, Ulm, Germany
| | - Eleni Genitsaridi
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham, UK
| | - Laure Jacquemin
- Department of Otorhinolaryngology and Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium
- Dept. of Translational Neurosciences, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Nuwan Liyanage
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- University of Zurich, Zurich, Switzerland
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Matheus Lourenco
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Experimental Health Psychology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Health Psychology Research Group, Faculty of Psychology and Educational Sciences,, University of Leuven, Leuven, Belgium
| | - Punitkumar Makani
- Tinnitus Assessment Causes Treatments (TIN-ACT), Groningen, The Netherlands
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Vinay Parameshwarappa
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Centre National de la Recherche Scientifique, Aix-Marseille University, Marseille, France
| | - Constanze Riha
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Department of Neuropsychology, University of Zurich, Zurich, Switzerland
| | - Jose L Santacruz
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Graduate School of Medical Sciences (Research School of Behavioral and Cognitive Neurosciences), University of Groningen, Groningen, The Netherlands
| | - Maryam Shabbir
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK
- Tinnitus Assessment Causes Treatments (TIN-ACT), Groningen, The Netherlands
| | - Jorge Simoes
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Natalia Trpchevska
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Experimental Audiology, Department of Physiology and Pharmacology, Biomedicum, Karolinska Institutet, Stockholm, Sweden
| | - Stefan Schoisswohl
- European School on Interdisciplinary Tinnitus Research (ESIT), Regensburg, Germany
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
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31
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Quality of Life and Psychological Distress in Portuguese Older Individuals with Tinnitus. Brain Sci 2021; 11:brainsci11070953. [PMID: 34356187 PMCID: PMC8306429 DOI: 10.3390/brainsci11070953] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 07/15/2021] [Accepted: 07/15/2021] [Indexed: 11/24/2022] Open
Abstract
Tinnitus is the perception of a sound without an external source, often associated with adverse psychological and emotional effects leading to impaired quality of life (QoL). The present study investigated QoL and psychological distress in tinnitus patients and analysed the effects of associated comorbidities. Tonal and speech audiometry, tinnitus assessment, and clinical interviews were obtained from 122 Portuguese individuals (aged from 55 to 75). Portuguese versions of the Brief Symptoms Inventory (BSI), the Medical Outcomes Study Short Form Health Survey (MOS SF-36) and Tinnitus Handicap Inventory (THI) were used to evaluate psychological distress, health-related QoL, social difficulties and tinnitus severity. The presence of tinnitus was significantly associated with hearing loss. The increases in tinnitus severity were associated with decreases in QoL, particularly regarding MOS SF-36 subscales “perception of health”, “social functioning”, and “mental health”. Regarding BSI, patients with greater tinnitus severity had more severe psychopathology symptoms, measured with scales “Obsessive–compulsive”, “Depression”, “Anxiety”, “Hostility” and “Phobic Anxiety”. Our study supports the notion of the negative impact of increased tinnitus severity on QoL and psychological distress in older adults. Presented data strengthen the importance of a multidisciplinary approach to tinnitus assessment and treatment.
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32
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Genitsaridi E, Dode A, Qirjazi B, Mehdi M, Pryss R, Probst T, Reichert M, Hauck F, Hall DA. An Albanian translation of a questionnaire for self-reported tinnitus assessment. Int J Audiol 2021; 61:515-519. [PMID: 34182868 DOI: 10.1080/14992027.2021.1933221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To our knowledge, there is no published study investigating the characteristics of people experiencing tinnitus in Albania. Such a study would be important, providing the basis for further research in this region and contributing to a wider understanding of tinnitus heterogeneity across different geographic locations. The main objective of this study was to develop an Albanian translation of a standardised questionnaire for tinnitus research, namely the European School for Interdisciplinary Tinnitus Research-Screening Questionnaire (ESIT-SQ). A secondary objective was to assess its applicability and usefulness by conducting an exploratory survey on a small sample of the Albanian tinnitus population. DESIGN AND STUDY SAMPLE Three translators were recruited to create the Albanian ESIT-SQ translation following good practice guidelines. Using this questionnaire, data from 107 patients attending otolaryngology clinics in Albania were collected. RESULTS Participants reporting various degrees of tinnitus symptom severity had distinct phenotypic characteristics. Application of a random forest approach on this preliminary dataset showed that self-reported hearing difficulty, and tinnitus duration, pitch and temporal manifestation were important variables for predicting tinnitus symptom severity. CONCLUSIONS Our study provided an Albanian translation of the ESIT-SQ and demonstrated that it is a useful tool for tinnitus profiling and subgrouping.
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Affiliation(s)
- Eleni Genitsaridi
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK.,National Institute for Health Research, Nottingham Biomedical Research Centre, Nottingham, UK
| | - Albi Dode
- Institute of Databases and Information Systems, Ulm University, Ulm, Germany
| | - Birkena Qirjazi
- Department of ENT, Faculty of Medicine, University of Tirana, Tirana, Albania
| | - Muntazir Mehdi
- Institute of Distributed Systems, Ulm University, Ulm, Germany
| | - Rüdiger Pryss
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
| | - Thomas Probst
- Department for Psychotherapy and Biopsychosocial Health, Danube University Krems, Krems, Austria
| | - Manfred Reichert
- Institute of Databases and Information Systems, Ulm University, Ulm, Germany
| | - Franz Hauck
- Institute of Distributed Systems, Ulm University, Ulm, Germany
| | - Deborah Ann Hall
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK.,National Institute for Health Research, Nottingham Biomedical Research Centre, Nottingham, UK.,Department of Psychology, School of Social Sciences, Heriot-Watt University Malaysia, Putrajaya, Malaysia
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Simoes JP, Daoud E, Shabbir M, Amanat S, Assouly K, Biswas R, Casolani C, Dode A, Enzler F, Jacquemin L, Joergensen M, Kok T, Liyanage N, Lourenco M, Makani P, Mehdi M, Ramadhani AL, Riha C, Santacruz JL, Schiller A, Schoisswohl S, Trpchevska N, Genitsaridi E. Multidisciplinary Tinnitus Research: Challenges and Future Directions From the Perspective of Early Stage Researchers. Front Aging Neurosci 2021; 13:647285. [PMID: 34177549 PMCID: PMC8225955 DOI: 10.3389/fnagi.2021.647285] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 03/19/2021] [Indexed: 12/15/2022] Open
Abstract
Tinnitus can be a burdensome condition on both individual and societal levels. Many aspects of this condition remain elusive, including its underlying mechanisms, ultimately hindering the development of a cure. Interdisciplinary approaches are required to overcome long-established research challenges. This review summarizes current knowledge in various tinnitus-relevant research fields including tinnitus generating mechanisms, heterogeneity, epidemiology, assessment, and treatment development, in an effort to highlight the main challenges and provide suggestions for future research to overcome them. Four common themes across different areas were identified as future research direction: (1) Further establishment of multicenter and multidisciplinary collaborations; (2) Systematic reviews and syntheses of existing knowledge; (3) Standardization of research methods including tinnitus assessment, data acquisition, and data analysis protocols; (4) The design of studies with large sample sizes and the creation of large tinnitus-specific databases that would allow in-depth exploration of tinnitus heterogeneity.
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Affiliation(s)
- Jorge Piano Simoes
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Elza Daoud
- Centre National de la Recherche Scientifique, Aix-Marseille University, Marseille, France
| | - Maryam Shabbir
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Sana Amanat
- Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO - Centre for Genomics and Oncological Research Pfizer/University of Granada/Junta de Andalucía, PTS, Granada, Spain
| | - Kelly Assouly
- Department of Otorhinolaryngology and Head & Neck Surgery, University Medical Center Utrecht, Utrecht, Netherlands
- Department of Clinical and Experimental Neuroscience, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
- Cochlear Technology Centre, Mechelen, Belgium
| | - Roshni Biswas
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Laboratory of Lifestyle Epidemiology, Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Chiara Casolani
- Hearing Systems, Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
- Oticon A/S, Smoerum, Denmark
- Interacoustics Research Unit, Lyngby, Denmark
| | - Albi Dode
- Institute of Databases and Information Systems, Ulm University, Ulm, Germany
| | - Falco Enzler
- Centre National de la Recherche Scientifique, Aix-Marseille University, Marseille, France
| | - Laure Jacquemin
- Department of Otorhinolaryngology Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium
- Department of Translational Neurosciences, Faculty of Medicine and Health Sciences, Antwerp University, Wilrijk, Belgium
| | - Mie Joergensen
- Hearing Systems, Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
- WS Audiology, Lynge, Denmark
| | - Tori Kok
- Ear Institute, University College London, London, United Kingdom
| | - Nuwan Liyanage
- University of Zurich, Zurich, Switzerland
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Matheus Lourenco
- Experimental Health Psychology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands
- Health Psychology Research Group, Faculty of Psychology and Educational Sciences, University of Leuven, Leuven, Belgium
| | - Punitkumar Makani
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Graduate School of Medical Sciences (Research School of Behavioral and Cognitive Neurosciences), University of Groningen, Groningen, Netherlands
| | - Muntazir Mehdi
- Institute of Distributed Systems, Ulm University, Ulm, Germany
| | - Anissa L. Ramadhani
- Radiological Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Constanze Riha
- Chair of Neuropsychology, Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Jose Lopez Santacruz
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Graduate School of Medical Sciences (Research School of Behavioral and Cognitive Neurosciences), University of Groningen, Groningen, Netherlands
| | - Axel Schiller
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Stefan Schoisswohl
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Natalia Trpchevska
- Department of Physiology and Pharmacology, Experimental Audiology Laboratory, Karolinska Institutet, Stockholm, Sweden
| | - Eleni Genitsaridi
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Nottingham Biomedical Research Centre, National Institute for Health Research, Nottingham, United Kingdom
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Heading for Personalized rTMS in Tinnitus: Reliability of Individualized Stimulation Protocols in Behavioral and Electrophysiological Responses. J Pers Med 2021; 11:jpm11060536. [PMID: 34207847 PMCID: PMC8226921 DOI: 10.3390/jpm11060536] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/02/2021] [Accepted: 06/05/2021] [Indexed: 12/17/2022] Open
Abstract
Background: Repetitive transcranial magnetic stimulation (rTMS) is a non-invasive brain stimulation tool potentially modulating pathological brain activity. Its clinical effectiveness is hampered by varying results and characterized by inter-individual variability in treatment responses. RTMS individualization might constitute a useful strategy to overcome this variability. A precondition for this approach would be that repeatedly applied protocols result in reliable effects. The condition tinnitus provides the advantage of immediate behavioral consequences (tinnitus loudness changes) after interventions and thus offers an excellent model to exemplify TMS personalization. Objective: The aim was to investigate the test–retest reliability of short rTMS stimulations in modifying tinnitus loudness and oscillatory brain activity as well as to examine the feasibility of rTMS individualization in tinnitus. Methods: Three short verum (1, 10, 20 Hz; 200 pulses) and one sham (0.1 Hz; 20 pulses) rTMS protocol were administered on two different days in 22 tinnitus patients. Before and after each protocol, oscillatory brain activity was recorded with electroencephalography (EEG), together with behavioral tinnitus loudness ratings. RTMS individualization was executed on the basis of behavioral and electrophysiological responses. Stimulation responders were identified via consistent sham-superior increases in tinnitus loudness (behavioral responders) and alpha power increases or gamma power decreases (alpha responders/gamma responders) in accordance with the prevalent neurophysiological models for tinnitus. Results: It was feasible to identify individualized rTMS protocols featuring reliable tinnitus loudness changes (55% behavioral responder), alpha increases (91% alpha responder) and gamma decreases (100% gamma responder), respectively. Alpha responses primary occurred over parieto-occipital areas, whereas gamma responses mainly appeared over frontal regions. On the contrary, test–retest correlation analyses per protocol at a group level were not significant neither for behavioral nor for electrophysiological effects. No associations between behavioral and EEG responses were found. Conclusion: RTMS individualization via behavioral and electrophysiological data in tinnitus can be considered as a feasible approach to overcome low reliability at the group level. The present results open the discussion favoring personalization utilizing neurophysiological markers rather than behavioral responses. These insights are not only useful for the rTMS treatment of tinnitus but also for neuromodulation interventions in other pathologies, as our results suggest that the individualization of stimulation protocols is feasible despite absent group-level reliability.
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Rademaker MM, Essers BAB, Stokroos RJ, Smit AL, Stegeman I. What Tinnitus Therapy Outcome Measures Are Important for Patients?- A Discrete Choice Experiment. Front Neurol 2021; 12:668880. [PMID: 34113313 PMCID: PMC8185356 DOI: 10.3389/fneur.2021.668880] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 04/06/2021] [Indexed: 11/25/2022] Open
Abstract
Introduction: The therapeutic rationale varies among tinnitus therapies. A recent study identified which outcome measures should be used for different types of interventions. What patients consider the most important outcome measure in tinnitus therapy is unclear. Objectives: To study the preference of the tinnitus patient for different outcome measures in tinnitus therapy. Methods: A discrete choice experiment was conducted. Participants were provided with two alternatives per choice set (nine choice sets total). Each choice-set consisted of four attributes (tinnitus loudness, tinnitus acceptance, quality of sleep and concentration). With a difference in one of three levels (increased, similar or decreased after treatment) between the alternatives. Results were analyzed with a mixed logit model. Preference heterogeneity was explored with covariates, correlating attributes and a latent class analysis. Results: One hundred and twenty-seven participants took part. In the mixed logit models we found that the choice for a tinnitus therapy was significantly affected by all levels of the outcomes, except for a similar level in concentration and tinnitus acceptance. Tinnitus loudness was considered the most important outcome measure relative to the other attributes. Preference heterogeneity was not explained by correlating attributes. The latent class analysis identified two classes. The first class was similar to the mixed logit analysis, except for a non-significance of similar quality of sleep and tinnitus acceptance. The second class showed a statistical significant preference only for increased tinnitus acceptance and similar quality of sleep. Conclusion: Based on this study, tinnitus patients consider loudness the most important outcome measure. However, there is a variance in preference as indicated by the latent class analysis. This study underlines the importance of research into tinnitus heterogeneity. Next, this study highlights the need for research into tinnitus therapies that focus on diminishing tinnitus loudness.
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Affiliation(s)
- Maaike M Rademaker
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, Netherlands.,University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, Netherlands
| | - Brigitte A B Essers
- Department of Clinical Epidemiology and Medical Technology Assessment (KEMTA), Maastricht University Medical Centre, Maastricht, Netherlands
| | - Robert J Stokroos
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, Netherlands.,University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, Netherlands
| | - Adriana L Smit
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, Netherlands.,University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, Netherlands
| | - Inge Stegeman
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, Netherlands.,University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, Netherlands.,Department of Ophthalmology, University Medical Center Utrecht, Utrecht, Netherlands.,Epidemiology and Data Science, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
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Lourenco MPCG, Cima RFF, Vlaeyen JWS. Effects of ecological momentary assessment (EMA) induced monitoring on tinnitus experience: A multiple-baseline single-case experiment. PROGRESS IN BRAIN RESEARCH 2021; 263:153-170. [PMID: 34243887 DOI: 10.1016/bs.pbr.2021.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Ecological momentary assessment (EMA) is a method capable of assessing tinnitus experience throughout the day, enabling the exploration of daily dynamic changes of tinnitus expression. However, the effects on patients' tinnitus experience itself are still largely unknown. This study seeks to test the hypothesis that the use of EMA negatively influences tinnitus experience in participants with severe tinnitus. METHOD A multiple-baseline single-case experimental design included four severely affected tinnitus volunteers who were recruited online and randomized into different phasing schedules. Baseline phase (A) ranged from 11 to 24 days, followed by an EMA phase (B) for the remainder of the 33-day schedule. End-of-day diary assessments of tinnitus experience (e.g., annoyance, intrusiveness, mood) were visually inspected, and complemented with inferential statistics (randomization tests and Tau-U). RESULTS End-of-day diary data revealed no change in broadened median between phases. Nevertheless, tinnitus experience scores improved as variability decreased and a significant improvement in stress was observed through weighted Tau-U statistics. CONCLUSION Findings of this study corroborate that EMA assessment does not negatively affect tinnitus experience. On the contrary, participants may have improved. The underlying mechanism of improvements are still to be uncovered. Findings are limited to severely affected tinnitus sufferers at present.
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Affiliation(s)
- Matheus P C G Lourenco
- Experimental Health Psychology, Maastricht University, Maastricht, Netherlands; Research Group Health Psychology, KU Leuven University, Leuven, Belgium.
| | - Rilana F F Cima
- Experimental Health Psychology, Maastricht University, Maastricht, Netherlands; Adelante, Centre for Expertise in Rehabilitation & Audiology, Hoensbroek, Netherlands; Research Group Health Psychology, KU Leuven University, Leuven, Belgium
| | - Johan W S Vlaeyen
- Experimental Health Psychology, Maastricht University, Maastricht, Netherlands; Research Group Health Psychology, KU Leuven University, Leuven, Belgium
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Partyka M, Neff P, Bacri T, Michels J, Weisz N, Schlee W. Gender differentiates effects of acoustic stimulation in patients with tinnitus. PROGRESS IN BRAIN RESEARCH 2021; 263:25-57. [PMID: 34243890 DOI: 10.1016/bs.pbr.2021.04.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Gender constitutes a major factor to consider when tailoring subtype-based therapies for tinnitus. Previous reports showed important differences between men and women concerning basic perceptual tinnitus characteristics (i.e., laterality, frequency, tinnitus loudness) as well as psychological reactions linked to this condition. Therapeutic approaches based on acoustic stimulation involve processes beyond a pure masking effect and consist of sound presentation temporarily altering or alleviating tinnitus perception via residual and/or lateral inhibition mechanisms. Presented stimuli may include pure tones, noise, and music adjusted to or modulated to filter out tinnitus pitch and therefore trigger reparative functional and structural changes in the auditory system. Furthermore, recent findings suggest that in tonal tinnitus, the presentation of pitch-adjusted sounds which were altered by a 10Hz modulation of amplitude was more efficient than unmodulated stimulation. In this paper, we investigate sex differences in the outcome of different variants of acoustic stimulation, looking for factors revealing predictive value in the efficiency of tinnitus relief.
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Affiliation(s)
- Marta Partyka
- Centre for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria
| | - Patrick Neff
- Centre for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria; University of Zurich, Zurich, Switzerland
| | - Timothée Bacri
- Department of Mathematics, University of Bergen, Bergen, Norway
| | - Jakob Michels
- Clinic and Policlinic for Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Nathan Weisz
- Centre for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria
| | - Winfried Schlee
- Clinic and Policlinic for Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
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Assouly K, Smit AL, Stegeman I, Rhebergen KS, van Dijk B, Stokroos R. Cochlear implantation for tinnitus in adults with bilateral hearing loss: protocol of a randomised controlled trial. BMJ Open 2021; 11:e043288. [PMID: 34006544 PMCID: PMC8130732 DOI: 10.1136/bmjopen-2020-043288] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 03/25/2021] [Accepted: 04/25/2021] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Tinnitus is the perception of sound without an external stimulus, often experienced as a ringing or buzzing sound. Subjective tinnitus is assumed to origin from changes in neural activity caused by reduced or lack of auditory input, for instance due to hearing loss. Since auditory deprivation is thought to be one of the causes of tinnitus, increasing the auditory input by cochlear implantation might be a possible treatment. In studies assessing cochlear implantation for patients with hearing loss, tinnitus relief was seen as a secondary outcome. Therefore, we will assess the effect of cochlear implantation in patients with primarily tinnitus complaints. METHOD AND ANALYSIS In this randomised controlled trial starting in January 2021 at the ENT department of the UMC Utrecht (the Netherlands), patients with a primary complaint of tinnitus will be included. Fifty patients (Tinnitus Functional Index (TFI) >32, Beck's Depression Index <19, pure tone average at 0.5, 1, 2 and 4 kHz: bilateral threshold between 50 and ≤75 dB) will be randomised towards cochlear implantation or no intervention. Primary outcome of the study is tinnitus burden as measured by the TFI. Outcomes of interest are tinnitus severity, hearing performances (tinnitus pitch and loudness, speech perception), quality of life, depression and patient-related changes. Outcomes will be evaluated prior to implantation and at 3 and 6 months after the surgery. The control group will receive questionnaires at 3 and 6 months after randomisation. We expect a significant difference between the cochlear implant recipients and the control group for tinnitus burden. ETHICS AND DISSEMINATION This research protocol was approved by the Institutional Review Board of the University Medical Center (UMC) Utrecht (NL70319.041.19, V5.0, January 2021). The trial results will be made accessible to the public in a peer-review journal. TRIAL REGISTRATION NUMBER Trial registration number NL8693; Pre-results.
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Affiliation(s)
- Kelly Assouly
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
- Cochlear Technology Centre, Mechelen, Belgium
| | - Adriana L Smit
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Inge Stegeman
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Koenraad S Rhebergen
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Robert Stokroos
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- University Medical Center Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
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Genitsaridi E, Hoare DJ, Kypraios T, Hall DA. A Review and a Framework of Variables for Defining and Characterizing Tinnitus Subphenotypes. Brain Sci 2020; 10:E938. [PMID: 33291859 PMCID: PMC7762072 DOI: 10.3390/brainsci10120938] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 11/26/2020] [Accepted: 12/01/2020] [Indexed: 02/07/2023] Open
Abstract
Tinnitus patients can present with various characteristics, such as those related to the tinnitus perception, symptom severity, and pattern of comorbidities. It is speculated that this phenotypic heterogeneity is associated with differences in the underlying pathophysiology and personal reaction to the condition. However, there is as yet no established protocol for tinnitus profiling or subtyping, hindering progress in treatment development. This review summarizes data on variables that have been used in studies investigating phenotypic differences in subgroups of tinnitus, including variables used to both define and compare subgroups. A PubMed search led to the identification of 64 eligible articles. In most studies, variables for subgrouping were chosen by the researchers (hypothesis-driven approach). Other approaches included application of unsupervised machine-learning techniques for the definition of subgroups (data-driven), and subgroup definition based on the response to a tinnitus treatment (treatment response). A framework of 94 variable concepts was created to summarize variables used across all studies. Frequency statistics for the use of each variable concept are presented, demonstrating those most and least commonly assessed. This review highlights the high dimensionality of tinnitus heterogeneity. The framework of variables can contribute to the design of future studies, helping to decide on tinnitus assessment and subgrouping.
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Affiliation(s)
- Eleni Genitsaridi
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham NG7 2RD, UK; (D.J.H.); (D.A.H.)
- National Institute for Health Research Nottingham Biomedical Research Centre, Nottingham NG1 5DU, UK
| | - Derek J. Hoare
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham NG7 2RD, UK; (D.J.H.); (D.A.H.)
- National Institute for Health Research Nottingham Biomedical Research Centre, Nottingham NG1 5DU, UK
| | - Theodore Kypraios
- School of Mathematical Sciences, University of Nottingham, Nottingham NG7 2RD, UK;
| | - Deborah A. Hall
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham NG7 2RD, UK; (D.J.H.); (D.A.H.)
- National Institute for Health Research Nottingham Biomedical Research Centre, Nottingham NG1 5DU, UK
- Queens Medical Centre, Nottingham University Hospitals NHS Trust, Nottingham NG7 2UH, UK
- University of Nottingham Malaysia, Semenyih 43500, Selangor Darul Ehsan, Malaysia
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Sex-Dependent Aggregation of Tinnitus in Swedish Families. J Clin Med 2020; 9:jcm9123812. [PMID: 33255712 PMCID: PMC7760080 DOI: 10.3390/jcm9123812] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 11/19/2020] [Accepted: 11/20/2020] [Indexed: 12/31/2022] Open
Abstract
Twin and adoption studies point towards a genetic contribution to tinnitus; however, how the genetic risk applies to different forms of tinnitus is poorly understood. Here, we perform a familial aggregation study and determine the relative recurrence risk for tinnitus in siblings (λs). Four different Swedish studies (N = 186,598) were used to estimate the prevalence of self-reported bilateral, unilateral, constant, and severe tinnitus in the general population and we defined whether these 4 different forms of tinnitus segregate in families from the Swedish Tinnitus Outreach Project (STOP, N = 2305). We implemented a percentile bootstrap approach to provide accurate estimates and confidence intervals for λs. We reveal a significant λs for all types of tinnitus, the highest found being 7.27 (95% CI (5.56-9.07)) for severe tinnitus, with a higher susceptibility in women (10.25; 95% CI (7.14-13.61)) than in men (5.03; 95% CI (3.22-7.01)), suggesting that severity may be the most genetically influenced trait in tinnitus in a sex-dependent manner. Our findings strongly support the notion that genetic factors impact on the development of tinnitus, more so for severe tinnitus. These findings highlight the importance of considering tinnitus severity and sex in the design of large genetic studies to optimize diagnostic approaches and ultimately improve therapeutic interventions.
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Smith SS, Kitterick PT, Scutt P, Baguley DM, Pierzycki RH. An exploration of psychological symptom-based phenotyping of adult cochlear implant users with and without tinnitus using a machine learning approach. PROGRESS IN BRAIN RESEARCH 2020; 260:283-300. [PMID: 33637224 DOI: 10.1016/bs.pbr.2020.10.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The identification of phenotypes within populations with troublesome tinnitus is an important step towards individualizing tinnitus treatments to achieve optimal outcomes. However, previous application of clustering algorithms has called into question the existence of distinct tinnitus-related phenotypes. In this study, we attempted to characterize patients' symptom-based phenotypes as subpopulations in a Gaussian mixture model (GMM), and subsequently performed a comparison with tinnitus reporting. We were able to effectively evaluate the statistical models using cross-validation to establish the number of phenotypes in the cohort, or a lack thereof. We examined a cohort of adult cochlear implant (CI) users, a patient group for which a relation between psychological symptoms (anxiety, depression, or insomnia) and trouble tinnitus has previously been shown. Accordingly, individual item scores on the Hospital Anxiety and Depression Scale (HADS; 14 items) and the Insomnia Severity Index (ISI; 7 items) were selected as features for training the GMM. The resulting model indicated four symptom-based subpopulations, some primarily linked to one major symptom (e.g., anxiety), and others linked to varying severity across all three symptoms. The presence of tinnitus was self-reported and tinnitus-related handicap was characterized using the Tinnitus Handicap Inventory. Specific symptom profiles were found to be significantly associated with CI users' tinnitus characteristics. GMMs are a promising machine learning tool for identifying psychological symptom-based phenotypes, which may be relevant to determining appropriate tinnitus treatment.
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Affiliation(s)
- Samuel S Smith
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom.
| | - Pádraig T Kitterick
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom; Nottingham University Hospitals NHS Trust, Queens Medical Centre, Nottingham, United Kingdom
| | - Polly Scutt
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom
| | - David M Baguley
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom; Nottingham University Hospitals NHS Trust, Queens Medical Centre, Nottingham, United Kingdom
| | - Robert H Pierzycki
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom
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Abstract
Many individuals with tinnitus report experiencing hyperacusis (enhanced sensitivity to sounds). However, estimates of the association between hyperacusis and tinnitus is lacking. Here, we investigate this relationship in a Swedish study. A total of 3645 participants (1984 with tinnitus and 1661 without tinnitus) were enrolled via LifeGene, a study from the general Swedish population, aged 18-90 years, and provided information on socio-demographic characteristics, as well as presence of hyperacusis and its severity. Tinnitus presence and severity were self-reported or assessed using the Tinnitus Handicap Inventory (THI). Phenotypes of tinnitus with (n = 1388) or without (n = 1044) hyperacusis were also compared. Of 1661 participants without tinnitus, 1098 (66.1%) were women and 563 were men (33.9%), and the mean (SD) age was 45.1 (12.9). Of 1984 participants with tinnitus, 1034 (52.1%) were women and 950 (47.9%) were men, and the mean (SD) age was 47.7 (14.0) years. Hyperacusis was associated with any tinnitus [Odds ratio (OR) 3.51, 95% confidence interval (CI) 2.99-4.13], self-reported severe tinnitus (OR 7.43, 95% CI 5.06-10.9), and THI ≥ 58 (OR 12.1, 95% CI 7.06-20.6). The association with THI ≥ 58 was greater with increasing severity of hyperacusis, the ORs being 8.15 (95% CI 4.68-14.2) for moderate and 77.4 (95% CI 35.0-171.3) for severe hyperacusis. No difference between sexes was observed in the association between hyperacusis and tinnitus. The occurrence of hyperacusis in severe tinnitus is as high as 80%, showing a very tight relationship. Discriminating the pathophysiological mechanisms between the two conditions in cases of severe tinnitus will be challenging, and optimized study designs are necessary to better understand the mechanisms behind the strong relationship between hyperacusis and tinnitus.
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Lugo A, Edvall NK, Lazar A, Mehraei G, Lopez-Escamez JA, Bulla J, Uhlen I, Canlon B, Gallus S, Cederroth CR. Relationship between headaches and tinnitus in a Swedish study. Sci Rep 2020; 10:8494. [PMID: 32444677 PMCID: PMC7244494 DOI: 10.1038/s41598-020-65395-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 05/04/2020] [Indexed: 12/17/2022] Open
Abstract
The heterogeneity of tinnitus is likely accounting for the lack of effective treatment approaches. Headaches have been related to tinnitus, yet little is known on how headaches impact tinnitus. We use cross-sectional data from the Swedish Tinnitus Outreach Project to i) evaluate the association between headaches and tinnitus (n = 1,984 cases and 1,661 controls) and ii) investigate the phenotypic characteristics of tinnitus subjects with tinnitus (n = 660) or without (n = 1,879) headaches. In a multivariable logistic regression model, headache was significantly associated with any tinnitus (odds ratio, OR = 2.61) and more so with tinnitus as a big problem (as measured by the tinnitus functional index, TFI ≥ 48; OR = 5.63) or severe tinnitus (using the tinnitus handicap inventory, THI ≥ 58; OR = 4.99). When focusing on subjects with tinnitus, the prevalence of headaches was 26% and reached 40% in subjects with severe tinnitus. A large number of socioeconomic, phenotypic and psychological characteristics differed between headache and non-headache subjects with any tinnitus. With increasing tinnitus severity, fewer differences were found, the major ones being vertigo, neck pain and other pain syndromes, as well as stress and anxiety. Our study suggests that headaches could contribute to tinnitus distress and potentially its severity.
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Affiliation(s)
- Alessandra Lugo
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Niklas K Edvall
- Laboratory of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Andra Lazar
- Hörsel och balansmottagningen, Karolinska Universitetssjukhuset, Stockholm, Sweden
| | | | - Jose-Antonio Lopez-Escamez
- Otology & Neurotology Group, Department of Genomic Medicine, Pfizer - Universidad de Granada - Junta de Andalucía Centro de Genómica e Investigación Oncológica (GENYO), PTS, Avenida de la Ilustración 114, 18016, Granada, Spain
- Department of Otolaryngology, Hospital Universitario Virgen de las Nieves, Instituto de Investigacion Biosanitaria ibs.GRANADA, Granada, Spain
| | - Jan Bulla
- University of Bergen, Bergen, Norway
- University of Regensburg, Regensburg, Germany
| | - Inger Uhlen
- Hörsel och balansmottagningen, Karolinska Universitetssjukhuset, Stockholm, Sweden
| | - Barbara Canlon
- Laboratory of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Silvano Gallus
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Christopher R Cederroth
- Laboratory of Experimental Audiology, Department of Physiology and Pharmacology, Karolinska Institutet, 171 77, Stockholm, Sweden.
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