Literature DB >> 33291859

A Review and a Framework of Variables for Defining and Characterizing Tinnitus Subphenotypes.

Eleni Genitsaridi1,2, Derek J Hoare1,2, Theodore Kypraios3, Deborah A Hall1,2,4,5.   

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.

Entities:  

Keywords:  classification; cluster analysis; heterogeneity; latent class analysis; phenotype; subtyping; unsupervised machine learning

Year:  2020        PMID: 33291859      PMCID: PMC7762072          DOI: 10.3390/brainsci10120938

Source DB:  PubMed          Journal:  Brain Sci        ISSN: 2076-3425


  94 in total

1.  Novel subgroups of adult-onset diabetes and their association with outcomes: a data-driven cluster analysis of six variables.

Authors:  Emma Ahlqvist; Petter Storm; Annemari Käräjämäki; Mats Martinell; Mozhgan Dorkhan; Annelie Carlsson; Petter Vikman; Rashmi B Prasad; Dina Mansour Aly; Peter Almgren; Ylva Wessman; Nael Shaat; Peter Spégel; Hindrik Mulder; Eero Lindholm; Olle Melander; Ola Hansson; Ulf Malmqvist; Åke Lernmark; Kaj Lahti; Tom Forsén; Tiinamaija Tuomi; Anders H Rosengren; Leif Groop
Journal:  Lancet Diabetes Endocrinol       Date:  2018-03-05       Impact factor: 32.069

2.  When tinnitus loudness and annoyance are discrepant: audiological characteristics and psychological profile.

Authors:  Wolfgang Hiller; Gerhard Goebel
Journal:  Audiol Neurootol       Date:  2007-07-27       Impact factor: 1.854

3.  Temporomandibular joint disorder complaints in tinnitus: further hints for a putative tinnitus subtype.

Authors:  Veronika Vielsmeier; Jürgen Strutz; Tobias Kleinjung; Martin Schecklmann; Peter Michael Kreuzer; Michael Landgrebe; Berthold Langguth
Journal:  PLoS One       Date:  2012-06-19       Impact factor: 3.240

4.  The Presence of Physical Symptoms in Patients With Tinnitus: International Web-Based Survey.

Authors:  Sarah Michiels; Stephen Harrison; Markku Vesala; Winfried Schlee
Journal:  Interact J Med Res       Date:  2019-07-30

5.  Toward Personalized Tinnitus Treatment: An Exploratory Study Based on Internet Crowdsensing.

Authors:  Jorge Simoes; Patrick Neff; Stefan Schoisswohl; Jan Bulla; Martin Schecklmann; Steve Harrison; Markku Vesala; Berthold Langguth; Winfried Schlee
Journal:  Front Public Health       Date:  2019-06-25

6.  Characterization of tinnitus in different age groups: A retrospective review.

Authors:  Jamil Al-Swiahb; Shi Nae Park
Journal:  Noise Health       Date:  2016 Jul-Aug       Impact factor: 0.867

Review 7.  A systematic review and narrative synthesis of data-driven studies in schizophrenia symptoms and cognitive deficits.

Authors:  Tesfa Dejenie Habtewold; Lyan H Rodijk; Edith J Liemburg; Grigory Sidorenkov; H Marike Boezen; Richard Bruggeman; Behrooz Z Alizadeh
Journal:  Transl Psychiatry       Date:  2020-07-21       Impact factor: 6.222

8.  Subtyping patients with somatic tinnitus: Modulation of tinnitus and history for somatic dysfunction help identify tinnitus patients with temporomandibular joint disorders.

Authors:  Massimo Ralli; Antonio Greco; Armando Boccassini; Giancarlo Altissimi; Carlo Di Paolo; Vincenzo Falasca; Armando De Virgilio; Antonella Polimeni; Giancarlo Cianfrone; Marco de Vincentiis
Journal:  PLoS One       Date:  2018-08-13       Impact factor: 3.240

9.  Big Five Personality Traits are Associated with Tinnitus Improvement Over Time.

Authors:  Jorge Simões; Winfried Schlee; Martin Schecklmann; Berthold Langguth; Daria Farahmand; Patrick Neff
Journal:  Sci Rep       Date:  2019-12-03       Impact factor: 4.379

10.  Psychoacoustic classification of persistent tinnitus.

Authors:  Flavia Alencar de Barros Suzuki; Fabio Akira Suzuki; Ektor Tsuneo Onishi; Norma Oliveira Penido
Journal:  Braz J Otorhinolaryngol       Date:  2017-08-01
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  4 in total

1.  Daily Contributors of Tinnitus Loudness and Distress: An Ecological Momentary Assessment Study.

Authors:  Jorge Simoes; Jan Bulla; Patrick Neff; Rüdiger Pryss; Steven C Marcrum; Berthold Langguth; Winfried Schlee
Journal:  Front Neurosci       Date:  2022-07-05       Impact factor: 5.152

2.  Differences in characteristics between people with tinnitus that seek help and that do not.

Authors:  M M Rademaker; I Stegeman; A E M Brabers; J D de Jong; R J Stokroos; A L Smit
Journal:  Sci Rep       Date:  2021-11-25       Impact factor: 4.379

3.  Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus.

Authors:  Elisheba Haro-Hernandez; Patricia Perez-Carpena; Vishnu Unnikrishnan; Myra Spiliopoulou; Jose A Lopez-Escamez
Journal:  J Clin Med       Date:  2022-02-13       Impact factor: 4.241

Review 4.  Multidisciplinary Tinnitus Research: Challenges and Future Directions From the Perspective of Early Stage Researchers.

Authors:  Jorge Piano Simoes; Elza Daoud; Maryam Shabbir; Sana Amanat; Kelly Assouly; Roshni Biswas; Chiara Casolani; Albi Dode; Falco Enzler; Laure Jacquemin; Mie Joergensen; Tori Kok; Nuwan Liyanage; Matheus Lourenco; Punitkumar Makani; Muntazir Mehdi; Anissa L Ramadhani; Constanze Riha; Jose Lopez Santacruz; Axel Schiller; Stefan Schoisswohl; Natalia Trpchevska; Eleni Genitsaridi
Journal:  Front Aging Neurosci       Date:  2021-06-11       Impact factor: 5.750

  4 in total

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