TY - JOUR A1 - Allgaier, Johannes A1 - Schlee, Winfried A1 - Probst, Thomas A1 - Pryss, Rüdiger T1 - Prediction of tinnitus perception based on daily life mHealth data using country origin and season JF - Journal of Clinical Medicine N2 - Tinnitus is an auditory phantom perception without external sound stimuli. This chronic perception can severely affect quality of life. Because tinnitus symptoms are highly heterogeneous, multimodal data analyses are increasingly used to gain new insights. MHealth data sources, with their particular focus on country- and season-specific differences, can provide a promising avenue for new insights. Therefore, we examined data from the TrackYourTinnitus (TYT) mHealth platform to create symptom profiles of TYT users. We used gradient boosting engines to classify momentary tinnitus and regress tinnitus loudness, using country of origin and season as features. At the daily assessment level, tinnitus loudness can be regressed with a mean absolute error rate of 7.9% points. In turn, momentary tinnitus can be classified with an F1 score of 93.79%. Both results indicate differences in the tinnitus of TYT users with respect to season and country of origin. The significance of the features was evaluated using statistical and explainable machine learning methods. It was further shown that tinnitus varies with temperature in certain countries. The results presented show that season and country of origin appear to be valuable features when combined with longitudinal mHealth data at the level of daily assessment. KW - tinnitus KW - gradient boosting machine KW - mobile health KW - machine learning KW - multimodal data KW - explainable machine learning Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-281812 SN - 2077-0383 VL - 11 IS - 15 ER - TY - THES A1 - Bruckner, Thomas T1 - Brain Electrical Activity Mapping vestibulär evozierter Potentiale bei Tinnituspatienten - kompetitiv-kinästhetische Interaktionstherapie - T1 - Brain Electrical Activity Mapping of vestibular evoked potentials among patients with tinnitus - competitive kinesthetic therapy - N2 - Diese Dissertation stellt das Verfahren des Brain Electrical Activity Mappings der späten Vestibulär Evozierten Potentiale (BEAM-VestEP) bei Tinnituspatienten vor im Hinblick auf die therapeutische Wirksamkeit der kompetitiv-kinästhetischen-Interaktionstherapie auf der Basis der Brügger Therapie im „Murnauer Konzept“ und überprüft ihre Evidenz. N2 - This dissertation introduces the procedure of Brain Electrical Activity Mapping of the Late Vestibular Evoked Potentials (BEAM-VestEP) among patients with Tinnitus in view of the therapeutic efficacy of the competitive kinesthetic therapy as explained by Brügger based on the "Murnauer concept" and examines its evidence. KW - BEAM KW - Brain Electrical Activity Mapping KW - vestibulär evozierte Potentiale KW - Tinnitus KW - kompetitiv-kinästhetische Interaktionstherapie KW - BEAM KW - Brain Electrical Activity Mapping KW - vestibular evoked potentials KW - tinnitus KW - competitive kinesthetic therapy Y1 - 2005 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-17797 ER - TY - THES A1 - Dahlem, Inga Tamiko T1 - Nah-Infrarot Spektroskopie (NIRS) als objektives Nachweisverfahren bei Patienten mit chronischer Tinnitus-Erkrankung im Rahmen einer Therapie mit repetitiver transkranieller Magnetstimulation (rTMS) T1 - Near-Infrared-Spectroscopy (NIRS) used as an objective proof procedure in patients with chronic tinnitus during a therapy with repetitive transcranial magnetic stimulation (rTMS) N2 - Subjektiver Tinnitus ist eine akustische Phantomwahrnehmung, d.h. ohne das Vorhandensein einer externen oder internen Geräuschquelle. Diese oft sehr belastende Störung steht aktuellen Studien zufolge in einem Zusammenhang mit pathologisch gesteigerter Aktivität und Erregbarkeit zentral-nervöser auditorischer Strukturen. Derartige Hyperaktivitäten und –exzitabilitäten konnten bereits experimentell durch eine repetitive transkranielle Magnetstimulation (rTMS) reduziert werden. Die vorliegende randomisierte, Placebo-kontrollierte Studie ging zwei Fragestellungen nach. Erstens sollte geprüft werden, ob sich das Aktivierungsmuster auf akustische Stimulation im auditorischen Kortex bei Tinnituspatienten von dem gesunder Kontrollpersonen unterscheidet. Zweitens sollte untersucht werden, ob durch eine rTMS eine Tinnitussymptomatik verbessert werden kann und dies in Form einer reduzierten kortikalen Hyperaktivität auch mit der Nah-Infrarot Spektroskopie (NIRS) nachweisbar ist. In der Verum-Gruppe wurden an 10 aufeinanderfolgenden Werktagen täglich je 2000 Stimuli mit einer Frequenz von 1 Hz über dem linken auditorischen Kortex appliziert. Die Tinnitussymptomatik wurde mit dem Tinnitusfragebogen nach Göbel & Hiller (TFB), dem Tinnitus-Handicap-Inventory-Score (THI) und dem Tinnitus-Schweregrad-Fragebogen (TSG) erfasst. Die NIRS-Messungen erfolgten vor und direkt nach der letzten Stimulation mit zwei verschiedenen akustischen Paradigmen und einer motorischen Kontrollaufgabe. Es konnten deutliche Unterschiede bezüglich des Aktivierungsmusters auf akustische Stimulation im auditorischen Kortex zwischen den Tinnituspatienten und gesunden Kontrollpersonen gefunden werden. Die Tinnituspatienten zeigten signifikant stärkere Aktivierungen als die gesunden Kontrollpersonen. Diese Ergebnisse unterstützen die „Hyperexzitabilitätstheorie“ von Melcher et al. (2009). Ferner konnte, wie in der Studie von Melcher et al. (2009), kein Zusammenhang zwischen der Tinnituslateralisation und dem Aktivierungsmuster gefunden werden. Bezüglich der Effektivität der rTMS gegenüber einer Placebo-Stimulation ließ sich kein eindeutiger Therapieerfolg nachweisen. Es konnte zwar anhand von NIRS-Messungen gezeigt werden, dass die rTMS eine kortikale Hyperexzitabilität stärker reduzierte als die Placebo-Stimulation. Es ließ sich jedoch kein Zusammenhang zwischen der geringeren Hyperexzitabilität und einer verbesserten Tinnitussymptomatik finden. Da jedoch die Fallzahlen dieser Studie klein waren, sollten diese Ergebnisse mit Vorsicht interpretiert werden. Außerdem deuten die Ergebnisse darauf hin, dass die NIRS eine erfolgversprechende Methode für den objektiven Nachweis Tinnitus-assoziierter zentral-nervöser Veränderungen und möglicherweise auch von Therapieeffekten ist. Sie bietet zahlreiche Vorteile gegenüber anderen bildgebenden Methoden: sie ist einfach in der Handhabung, wiederholt anwendbar, risikoarm, preisgünstig und nicht invasiv. Um die NIRS jedoch als etablierte Nachweismethode in der Klinik einsetzen zu können, sollten weitere Studien mit größeren Fallzahlen generiert werden. Auch sollten optimierte, allgemeingültige akustische Stimulationsparadigmen gefunden werden, um die Ergebnisse künftiger Studien besser miteinander vergleichen zu können. N2 - Subjective Tinnitus is an acoustic phantom perception, i.e. without an external or internal source. According to the latest studies this mostly distressing complex of symptoms is related to a pathologically enhanced activity and excitability in central structures of the auditory system which could have been reduced by repetitive transcranial magnetic stimulation (rTMS) in clinical trials. This randomized, placebo-controlled study followed two questions. Firstly, the activity of the auditory cortex after acoustic stimulation in patients with chronic tinnitus was compared with the activity measured in healthy volunteers. Secondly, the study tried to evaluate, if a tinnitus could be reduced by rTMS and if this effect could be shown as a reduced cortical activity using NIRS. In the verum group 2000 pulses with a frequency of 1Hz were daily applied over the left auditory cortex on 10 consecutive weekdays. The severity of tinnitus was categorized by questionaires, such as Tinnitus-Fragebogen nach Goebel & Hiller (TFB), Tinnitus-Handicap-Inventory-Score (THI) and Tinnitus-Schweregrad-Fragebogen (TSG). The NIRS measurements proceeded before and immediately after the last rTMS during the presentation of two different acoustic stimulation patterns and one motoric task. This study could show considerable differences comparing the activation of the auditory cortex after acoustic stimulation in patients with chronic tinnitus and healthy volunteers. The activation in patients with chronic tinnitus was significantly higher compared to the healthy volunteers. These results support the “Theory of Hyperexcitability” invented by Melcher et al. (2009). Additionally, like Melcher et al. (2009), this study could not show a dependence of the cortical activation on the tinnitus lateralisation. This study could not show a significant benefit of the rTMS compared to the placebo stimulation. Though the NIRS measurements showed a reduced cortical hyperexcitability after the verum stimulation, this effect could not be related to a reduced tinnitus. However, these results should be interpreted carefully as the numbers of treated patients was very little. Furthermore this studie’s results suggest that NIRS is a promising, objective proof procedure for tinnitus related changes in central auditory structures and potentially even for therapeutical effects. Its’ benefits are: simple handling, repeatability, low-risk, low running costs and non-invasiveness. In order to use NIRS as an established method in clinical settings more studies including numerous patients should be generated. Furthermore optimized, universally valid acoustic stimulation patterns should be created and broadly used to be able to compare the different studies’ results. KW - Tinnitus KW - rTMS KW - NIRS KW - tinnitus KW - rTMS KW - NIRS Y1 - 2011 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-69726 ER - TY - JOUR A1 - Kraft, Robin A1 - Birk, Ferdinand A1 - Reichert, Manfred A1 - Deshpande, Aniruddha A1 - Schlee, Winfried A1 - Langguth, Berthold A1 - Baumeister, Harald A1 - Probst, Thomas A1 - Spiliopoulou, Myra A1 - Pryss, Rüdiger T1 - Efficient processing of geospatial mHealth data using a scalable crowdsensing platform JF - Sensors N2 - Smart sensors and smartphones are becoming increasingly prevalent. Both can be used to gather environmental data (e.g., noise). Importantly, these devices can be connected to each other as well as to the Internet to collect large amounts of sensor data, which leads to many new opportunities. In particular, mobile crowdsensing techniques can be used to capture phenomena of common interest. Especially valuable insights can be gained if the collected data are additionally related to the time and place of the measurements. However, many technical solutions still use monolithic backends that are not capable of processing crowdsensing data in a flexible, efficient, and scalable manner. In this work, an architectural design was conceived with the goal to manage geospatial data in challenging crowdsensing healthcare scenarios. It will be shown how the proposed approach can be used to provide users with an interactive map of environmental noise, allowing tinnitus patients and other health-conscious people to avoid locations with harmful sound levels. Technically, the shown approach combines cloud-native applications with Big Data and stream processing concepts. In general, the presented architectural design shall serve as a foundation to implement practical and scalable crowdsensing platforms for various healthcare scenarios beyond the addressed use case. KW - mHealth KW - crowdsensing KW - tinnitus KW - geospatial data KW - cloud-native KW - stream processing KW - scalability KW - architectural design Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-207826 SN - 1424-8220 VL - 20 IS - 12 ER - TY - JOUR A1 - Kraft, Robin A1 - Reichert, Manfred A1 - Pryss, Rüdiger T1 - Towards the interpretation of sound measurements from smartphones collected with mobile crowdsensing in the healthcare domain: an experiment with Android devices JF - Sensors N2 - The ubiquity of mobile devices fosters the combined use of ecological momentary assessments (EMA) and mobile crowdsensing (MCS) in the field of healthcare. This combination not only allows researchers to collect ecologically valid data, but also to use smartphone sensors to capture the context in which these data are collected. The TrackYourTinnitus (TYT) platform uses EMA to track users' individual subjective tinnitus perception and MCS to capture an objective environmental sound level while the EMA questionnaire is filled in. However, the sound level data cannot be used directly among the different smartphones used by TYT users, since uncalibrated raw values are stored. This work describes an approach towards making these values comparable. In the described setting, the evaluation of sensor measurements from different smartphone users becomes increasingly prevalent. Therefore, the shown approach can be also considered as a more general solution as it not only shows how it helped to interpret TYT sound level data, but may also stimulate other researchers, especially those who need to interpret sensor data in a similar setting. Altogether, the approach will show that measuring sound levels with mobile devices is possible in healthcare scenarios, but there are many challenges to ensuring that the measured values are interpretable. KW - mHealth KW - crowdsensing KW - tinnitus KW - noise measurement KW - environmental sound Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-252246 SN - 1424-8220 VL - 22 IS - 1 ER - TY - THES A1 - Krause, Rorbert T1 - Optokinetischer Afternystagmus bei Tinnituspatienten T1 - optokinetic afternystagmus in patients with tinnitus N2 - In dieser Dissertation wurden aus dem Patientenstamm der neurootologischen Abteilung der Universitäts-Hals-Nasen-Ohren-Klinik Würzburg Daten aus den Jahrgängen November 1994 bis Februar 2002 entnommen. Insgesamt waren es 479 Patienten. Alle Patienten hatten einen beidseitigen optokinetischen Afternystagmus (OKAN) ≥ 10 Schläge pro 30s. Die allgemeinen Symptome der Patienten fielen entsprechend früheren Untersuchungen aus. Es zeigte sich, daß ca. 80% der Patienten die einen OKAN hatten auch einen Tinnitus hatten, wobei nur etwa 60% aller Patienten einen subjektiven Tinnitus angaben. Die Patientendaten wurden in verschiedene Kollektive aufgeteilt, um eine deskriptive Statistik zu erhalten. Die Tinnituskollektive wurden mit statistischen Methoden (Mann-Whitney U-Test) geprüft. Es ließen sich aber keine Signifikanzen feststellen, die Zusammenhänge zwischen Tinnitus und Optokinetik sowie Kalorimetrie sinnvoll beschreiben würden. N2 - This dissertation is a retrospective study that includes 479 patients which were examinated between 1994-2002 in the Neurootologic Departement of the University of Wuerzburg. All patients had an optokinetic afternystagmus (OKAN) with more than 10 strokes per 30 seconds. General symptoms of the patients in the group were the same as in older studies. We could prove that 80% of the patients with OKAN had tinnitus, but only 60% of all patients had tinnitus. To compare our datas, groups were formed, analysed and controlled with the Mann-Whitney u-test. But it couldn’t be found correlations between the statistic groups that make sense to explain that more patients with OKAN have tinnitus. KW - optokinetischer Afternystagmus KW - Tinnitus KW - Optokinetik KW - Kalorimetrie KW - Nystagmus KW - optokinetic afternystagmus KW - tinnitus KW - optokinetic KW - calorimetry KW - nystagmus Y1 - 2004 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-14638 ER - TY - JOUR A1 - Pryss, Rüdiger A1 - Schlee, Winfried A1 - Hoppenstedt, Burkhard A1 - Reichert, Manfred A1 - Spiliopoulou, Myra A1 - Langguth, Berthold A1 - Breitmayer, Marius A1 - Probst, Thomas T1 - Applying Machine Learning to Daily-Life Data From the TrackYourTinnitus Mobile Health Crowdsensing Platform to Predict the Mobile Operating System Used With High Accuracy: Longitudinal Observational Study JF - Journal of Medical Internet Research N2 - Background: Tinnitus is often described as the phantom perception of a sound and is experienced by 5.1% to 42.7% of the population worldwide, at least once during their lifetime. The symptoms often reduce the patient's quality of life. The TrackYourTinnitus (TYT) mobile health (mHealth) crowdsensing platform was developed for two operating systems (OS)-Android and iOS-to help patients demystify the daily moment-to-moment variations of their tinnitus symptoms. In all platforms developed for more than one OS, it is important to investigate whether the crowdsensed data predicts the OS that was used in order to understand the degree to which the OS is a confounder that is necessary to consider. KW - crowdsensing KW - ecological momentary assessment KW - mHealth KW - machine learning KW - mobile operating system differences KW - tinnitus KW - mobile phone Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-229517 VL - 22 IS - 6 ER - TY - THES A1 - Ruether, Barbara T1 - Der Hörsturz - nur ein Phänomen des akustischen Systems? T1 - Sudden hearing loss - only a phenomenon of the acoustical system? N2 - Das Ziel der vorliegenden Arbeit war, die Mitbeteiligung des vestibulären Teils des Labyrinthes beim akuten Hörsturz an 200 Patienten der Klinik und Poliklinik für Hals-, Nasen- und Ohrenkrankheiten, plastische und ästhetische Operationen der Universität Würzburg näher zu untersuchen. Den größten Anteil Hörsturzerkrankter findet man im sechsten Lebensjahrzehnt, wobei Männer und Frauen etwa gleich häufig betroffen sind. Die Mehrzahl unserer Patienten ist von einem monauralen Hörsturz betroffen. Das Verhältnis von einseitigem zu beidseitigem Hörsturz beträgt etwa 4:1. Die Auswertung der kalorischen Vestibularisprüfung ergibt bei 73,5% unserer Hörsturzpatienten einen pathologischen Befund, wobei periphere Vestibularisstörungen überwiegen, gefolgt von zentralen und kombinierten Störungen. N2 - The aim of the thesis is to investigate the participation of the vestibular part of the inner ear within the sudden hearing loss. 200 patients of the ear, nose and throat department of the Wuerzburg University hospital were studied. The largest amount of patients with sudden deafness can be found in the sixth decade of their lifes, whereby both genders are more or less equally affected. Most of our patients suffer from a monaural sudden hearing loss. The relation between monaural and bilateral sudden deafness is 4 to 1, respectively. The analysis of the calorical test of vestibular function reveals a pathological finding in 73,5% of our patients. Peripheral vestibulopathy is most often found, followed by central and combined vestibulopathy. KW - Hörsturz KW - Periphere Vestibularisstörungen KW - zentrale Vestibularisstörungen KW - Tinnitus KW - Schwindel KW - Peripheral vestibulopathy KW - central vestibulopathy KW - combined vestibulopathy KW - tinnitus KW - vertigo Y1 - 2008 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-37399 ER - TY - JOUR A1 - Schlee, Winfried A1 - Neff, Patrick A1 - Simoes, Jorge A1 - Langguth, Berthold A1 - Schoisswohl, Stefan A1 - Steinberger, Heidi A1 - Norman, Marie A1 - Spiliopoulou, Myra A1 - Schobel, Johannes A1 - Hannemann, Ronny A1 - Pryss, Rüdiger T1 - Smartphone-guided educational counseling and self-help for chronic tinnitus JF - Journal of Clinical Medicine N2 - 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. KW - tinnitus KW - self-help KW - ecological momentary assessment KW - ehealth KW - smart-phone KW - intervention Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-267295 SN - 2077-0383 VL - 11 IS - 7 ER - TY - JOUR A1 - Schlee, Winfried A1 - Simoes, Jorge A1 - Pryss, Rüdiger T1 - Auricular acupressure combined with self-help intervention for treating chronic tinnitus: a longitudinal observational study JF - Journal of Clinical Medicine N2 - Tinnitus is a phantom sound perception in the ears or head and can arise from many different medical disorders. Currently, there is no standard treatment for tinnitus that reliably reduces tinnitus. Individual patients reported that acupressure at various points around the ear can help to reduce tinnitus, which was investigated here. With this longitudinal observational study, we report a systematic evaluation of auricular acupressure on 39 tinnitus sufferers, combined with a self-help smartphone app. The participants were asked to report on tinnitus, stress, mood, neck, and jaw muscle tensions twice a day using an ecological momentary assessment study design for six weeks. On average, 123.6 questionnaires per person were provided and used for statistical analysis. The treatment responses of the participants were heterogeneous. On average, we observed significant negative trends for tinnitus loudness (Cohen's d effect size: −0.861), tinnitus distress (d = −0.478), stress (d = −0.675), and tensions in the neck muscles (d = −0.356). Comparison with a matched control group revealed significant improvements for tinnitus loudness (p = 0.027) and self-reported stress level (p = 0.003). The positive results of the observational study motivate further research including a randomized clinical trial and long-term assessment of the clinical improvement. KW - tinnitus KW - acupressure KW - self-help KW - ecological momentary assessment KW - stress Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-246209 SN - 2077-0383 VL - 10 IS - 18 ER - TY - JOUR A1 - Unnikrishnan, Vishnu A1 - Schleicher, Miro A1 - Shah, Yash A1 - Jamaludeen, Noor A1 - Pryss, Ruediger A1 - Schobel, Johannes A1 - Kraft, Robin A1 - Schlee, Winfried A1 - Spiliopoulou, Myra T1 - The effect of non-personalised tips on the continued use of self-monitoring mHealth applications JF - Brain Sciences N2 - Chronic tinnitus, the perception of a phantom sound in the absence of corresponding stimulus, is a condition known to affect patients' quality of life. Recent advances in mHealth have enabled patients to maintain a ‘disease journal’ of ecologically-valid momentary assessments, improving patients' own awareness of their disease while also providing clinicians valuable data for research. In this study, we investigate the effect of non-personalised tips on patients' perception of tinnitus, and on their continued use of the application. The data collected from the study involved three groups of patients that used the app for 16 weeks. Groups A & Y were exposed to feedback from the start of the study, while group B only received tips for the second half of the study. Groups A and Y were run by different supervisors and also differed in the number of hospital visits during the study. Users of Group A and B underwent assessment at baseline, mid-study, post-study and follow-up, while users of group Y were only assessed at baseline and post-study. It is seen that the users in group B use the app for longer, and also more often during the day. The answers of the users to the Ecological Momentary Assessments are seen to form clusters where the degree to which the tinnitus distress depends on tinnitus loudness varies. Additionally, cluster-level models were able to predict new unseen data with better accuracy than a single global model. This strengthens the argument that the discovered clusters really do reflect underlying patterns in disease expression. KW - tinnitus KW - ecological momentary assessments KW - physician feedback KW - mHealth KW - self-monitoring KW - non-personalised tips Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-219435 SN - 2076-3425 VL - 10 IS - 12 ER - TY - JOUR A1 - Vona, Barbara A1 - Nanda, Indrajit A1 - Shehata-Dieler, Wafaa A1 - Haaf, Thomas T1 - Genetics of Tinnitus: Still in its Infancy JF - Frontiers in Neuroscience N2 - Tinnitus is the perception of a phantom sound that affects between 10 and 15% of the general population. Despite this considerable prevalence, treatments for tinnitus are presently lacking. Tinnitus exhibits a diverse array of recognized risk factors and extreme clinical heterogeneity. Furthermore, it can involve an unknown number of auditory and non-auditory networks and molecular pathways. This complex combination has hampered advancements in the field. The identification of specific genetic factors has been at the forefront of several research investigations in the past decade. Nine studies have examined genes in a case-control association approach. Recently, a genome-wide association study has highlighted several potentially significant pathways that are implicated in tinnitus. Two twin studies have calculated a moderate heritability for tinnitus and disclosed a greater concordance rate in monozygotic twins compared to dizygotic twins. Despite the more recent data alluding to genetic factors in tinnitus, a strong association with any specific genetic locus is lacking and a genetic study with sufficient statistical power has yet to be designed. Future research endeavors must overcome the many inherent limitations in previous study designs. This review summarizes the previously embarked upon tinnitus genetic investigations and summarizes the hurdles that have been encountered. The identification of candidate genes responsible for tinnitus may afford gene based diagnostic approaches, effective therapy development, and personalized therapeutic intervention. KW - twin study KW - complex disorders KW - genetics KW - genetic heterogeneity KW - genome-wide association study (GWAS) KW - hearing loss KW - tinnitus Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-170926 VL - 11 IS - 236 ER -