Literature DB >> 19056922

Identifying tinnitus subgroups with cluster analysis.

Richard Tyler1, Claudia Coelho, Pan Tao, Haihong Ji, William Noble, Anne Gehringer, Stephanie Gogel.   

Abstract

PURPOSE: We believe it is important to uncover tinnitus subgroups to identify subsets of patients most likely to benefit from different treatments. We review strategies for subgrouping based on etiology, subjective reports, the audiogram, psychoacoustics, imaging, and cluster analysis.
METHOD: Preliminary results of a 2-step cluster analysis based on 246 participants from whom we had 26 categorical and 25 continuous variables were determined.
RESULTS: A 4-cluster solution suggested the following subgroups: (a) constant distressing tinnitus, (b) varying tinnitus that is worse in noise, (c) tinnitus patients who are copers and whose tinnitus is not influenced by touch (somatic modulation), and (d) tinnitus patients who are copers but whose tinnitus is worse in quiet environments.
CONCLUSIONS: Subgroups of tinnitus patients can be identified by using statistical approaches. The subgroups we identify here represent a preliminary attempt at identifying such patients. One next step would be to explore clinical trials of tinnitus treatments based on subgroup analyses or on using subgroups in the selection criteria.

Entities:  

Mesh:

Year:  2008        PMID: 19056922      PMCID: PMC2668860          DOI: 10.1044/1059-0889(2008/07-0044)

Source DB:  PubMed          Journal:  Am J Audiol        ISSN: 1059-0889            Impact factor:   1.493


  23 in total

1.  Psychoacoustic characterization of the tinnitus spectrum: implications for the underlying mechanisms of tinnitus.

Authors:  Arnaud Norena; Christophe Micheyl; Sylviane Chéry-Croze; Lionel Collet
Journal:  Audiol Neurootol       Date:  2002 Nov-Dec       Impact factor: 1.854

2.  Homolateral and contralateral masking of tinnitus by noise-bands and by pure tones.

Authors:  H Feldmann
Journal:  Audiology       Date:  1971 May-Jun

3.  Lateralized tinnitus studied with functional magnetic resonance imaging: abnormal inferior colliculus activation.

Authors:  J R Melcher; I S Sigalovsky; J J Guinan; R A Levine
Journal:  J Neurophysiol       Date:  2000-02       Impact factor: 2.714

4.  Brain imaging of the effects of lidocaine on tinnitus.

Authors:  Samuel A Reyes; Richard J Salvi; Robert F Burkard; Mary Lou Coad; David S Wack; Paul J Galantowicz; Alan H Lockwood
Journal:  Hear Res       Date:  2002-09       Impact factor: 3.208

Review 5.  Clinical trials for tinnitus: study populations, designs, measurement variables, and data analysis.

Authors:  Richard S Tyler; Jacob Oleson; William Noble; Claudia Coelho; Helena Ji
Journal:  Prog Brain Res       Date:  2007       Impact factor: 2.453

6.  Masking of tinnitus compared to masking of pure tones.

Authors:  R S Tyler; D Conrad-Armes
Journal:  J Speech Hear Res       Date:  1984-03

7.  The temporal course of the masking of tinnitus as a basis for inferring its origin.

Authors:  M J Penner; S Brauth; L Hood
Journal:  J Speech Hear Res       Date:  1981-06

8.  Difficulties experienced by tinnitus sufferers.

Authors:  R S Tyler; L J Baker
Journal:  J Speech Hear Disord       Date:  1983-05

9.  Pure-tone masking of tinnitus.

Authors:  C Formby; D B Gjerdingen
Journal:  Audiology       Date:  1980

10.  Abnormal auditory mismatch response in tinnitus sufferers with high-frequency hearing loss is associated with subjective distress level.

Authors:  Nathan Weisz; Sandra Voss; Patrick Berg; Thomas Elbert
Journal:  BMC Neurosci       Date:  2004-03-04       Impact factor: 3.288

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  37 in total

1.  Individual patient factors associated with effective tinnitus treatment.

Authors:  Sarah M Theodoroff; Andrew Schuette; Susan Griest; James A Henry
Journal:  J Am Acad Audiol       Date:  2014 Jul-Aug       Impact factor: 1.664

Review 2.  Underlying mechanisms of tinnitus: review and clinical implications.

Authors:  James A Henry; Larry E Roberts; Donald M Caspary; Sarah M Theodoroff; Richard J Salvi
Journal:  J Am Acad Audiol       Date:  2014-01       Impact factor: 1.664

3.  Perceptual Dimensions Underlying Tinnitus-Like Sounds.

Authors:  Jennifer J Lentz; Yuan He
Journal:  J Speech Lang Hear Res       Date:  2020-09-18       Impact factor: 2.297

4.  PHARMACOLOGICAL TREATMENTS FOR TINNITUS: NEW AND OLD.

Authors:  R Salvi; E Lobarinas; W Sun
Journal:  Drugs Future       Date:  2009       Impact factor: 0.148

5.  Is Hypozincemia Related to Tinnitus?: A Population Study Using Data From the Korea National Health and Nutrition Examination Survey.

Authors:  Hyung Jin Jun; Sohea Ok; Richard Tyler; Soon Young Hwang; Sungwon Chae
Journal:  Clin Exp Otorhinolaryngol       Date:  2015-11-10       Impact factor: 3.372

6.  The Neural Bases of Tinnitus: Lessons from Deafness and Cochlear Implants.

Authors:  Marlies Knipper; Pim van Dijk; Holger Schulze; Birgit Mazurek; Patrick Krauss; Verena Scheper; Athanasia Warnecke; Winfried Schlee; Kerstin Schwabe; Wibke Singer; Christoph Braun; Paul H Delano; Andreas J Fallgatter; Ann-Christine Ehlis; Grant D Searchfield; Matthias H J Munk; David M Baguley; Lukas Rüttiger
Journal:  J Neurosci       Date:  2020-09-16       Impact factor: 6.167

7.  The Tinnitus Research Initiative (TRI) database: a new approach for delineation of tinnitus subtypes and generation of predictors for treatment outcome.

Authors:  Michael Landgrebe; Florian Zeman; Michael Koller; Yvonne Eberl; Markus Mohr; Jean Reiter; Susanne Staudinger; Goeran Hajak; Berthold Langguth
Journal:  BMC Med Inform Decis Mak       Date:  2010-08-03       Impact factor: 2.796

8.  Dimensional or categorical approach to tinnitus severity: an item response mixture modeling analysis of tinnitus handicap.

Authors:  Hugo Hesser; Gerhard Andersson
Journal:  Int J Behav Med       Date:  2014-12

Review 9.  Chronic tinnitus: an interdisciplinary challenge.

Authors:  Peter M Kreuzer; Veronika Vielsmeier; Berthold Langguth
Journal:  Dtsch Arztebl Int       Date:  2013-04-19       Impact factor: 5.594

Review 10.  Emerging pharmacotherapy of tinnitus.

Authors:  Berthold Langguth; Richard Salvi; Ana Belén Elgoyhen
Journal:  Expert Opin Emerg Drugs       Date:  2009-12       Impact factor: 4.191

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