Literature DB >> 33925762

Behavioral Outcomes and Neural Network Modeling of a Novel, Putative, Recategorization Sound Therapy.

Mithila Durai1,2,3, Zohreh Doborjeh1,2,3, Philip J Sanders1,2,3, Dunja Vajsakovic1,2,3, Anne Wendt4, Grant D Searchfield1,2,3,5.   

Abstract

The mechanisms underlying sound's effect on tinnitus perception are unclear. Tinnitus activity appears to conflict with perceptual expectations of "real" sound, resulting in it being a salient signal. Attention diverted towards tinnitus during the later stages of object processing potentially disrupts high-order auditory streaming, and its uncertain nature results in negative psychological responses. This study investigated the benefits and neurophysiological basis of passive perceptual training and informational counseling to recategorize phantom perception as a more real auditory object. Specifically, it examined underlying psychoacoustic correlates of tinnitus and the neural activities associated with tinnitus auditory streaming and how malleable these are to change with targeted intervention. Eighteen participants (8 females, 10 males, mean age = 61.6 years) completed the study. The study consisted of 2 parts: (1) An acute exposure over 30 min to a sound that matched the person's tinnitus (Tinnitus Avatar) that was cross-faded to a selected nature sound (Cicadas, Fan, Water Sound/Rain, Birds, Water and Bird). (2) A chronic exposure for 3 months to the same "morphed" sound. A brain-inspired spiking neural network (SNN) architecture was used to model and compare differences between electroencephalography (EEG) patterns recorded prior to morphing sound presentation, during, after (3-month), and post-follow-up. Results showed that the tinnitus avatar generated was a good match to an individual's tinnitus as rated on likeness scales and was not rated as unpleasant. The five environmental sounds selected for this study were also rated as being appropriate matches to individuals' tinnitus and largely pleasant to listen to. There was a significant reduction in the Tinnitus Functional Index score and subscales of intrusiveness of the tinnitus signal and ability to concentrate with the tinnitus trial end compared to baseline. There was a significant decrease in how strong the tinnitus signal was rated as well as ratings of how easy it was to ignore the tinnitus signal on severity rating scales. Qualitative analysis found that the environmental sound interacted with the tinnitus in a positive way, but participants did not experience change in severity, however, characteristics of tinnitus, including pitch and uniformity of sound, were reported to change. The results indicate the feasibility of the computational SNN method and preliminary evidence that the sound exposure may change activation of neural tinnitus networks and greater bilateral hemispheric involvement as the sound morphs over time into natural environmental sound; particularly relating to attention and discriminatory judgments (dorsal attention network, precentral gyrus, ventral anterior network). This is the first study that attempts to recategorize tinnitus using passive auditory training to a sound that morphs from resembling the person's tinnitus to a natural sound. These findings will be used to design future-controlled trials to elucidate whether the approach used differs in effect and mechanism from conventional Broadband Noise (BBN) sound therapy.

Entities:  

Keywords:  brain-inspired spiking neural network; environmental sounds; morphed sound; psychoacoustic; recategorizing; tinnitus avatar; tinnitus perception

Year:  2021        PMID: 33925762     DOI: 10.3390/brainsci11050554

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


  50 in total

1.  Linguistic experience alters phonetic perception in infants by 6 months of age.

Authors:  P K Kuhl; K A Williams; F Lacerda; K N Stevens; B Lindblom
Journal:  Science       Date:  1992-01-31       Impact factor: 47.728

2.  Asymmetry in primary auditory cortex activity in tinnitus patients and controls.

Authors:  L I Geven; E de Kleine; A T M Willemsen; P van Dijk
Journal:  Neuroscience       Date:  2013-10-23       Impact factor: 3.590

3.  Phantom percepts: tinnitus and pain as persisting aversive memory networks.

Authors:  Dirk De Ridder; Ana Belen Elgoyhen; Ranulfo Romo; Berthold Langguth
Journal:  Proc Natl Acad Sci U S A       Date:  2011-04-18       Impact factor: 11.205

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Authors:  P D Eimas; E R Siqueland; P Jusczyk; J Vigorito
Journal:  Science       Date:  1971-01-22       Impact factor: 47.728

5.  Influences of categorization on perceptual discrimination.

Authors:  R Goldstone
Journal:  J Exp Psychol Gen       Date:  1994-06

6.  The Personality Profile of Tinnitus Sufferers and a Nontinnitus Control Group.

Authors:  Mithila Durai; Mary G O'Keeffe; Grant D Searchfield
Journal:  J Am Acad Audiol       Date:  2017-04       Impact factor: 1.664

7.  Examining the short term effects of emotion under an Adaptation Level Theory model of tinnitus perception.

Authors:  Mithila Durai; Mary G O'Keeffe; Grant D Searchfield
Journal:  Hear Res       Date:  2016-12-25       Impact factor: 3.208

8.  Tinnitus impairs cognitive efficiency.

Authors:  R S Hallam; L McKenna; L Shurlock
Journal:  Int J Audiol       Date:  2004-04       Impact factor: 2.117

9.  Using the framework method for the analysis of qualitative data in multi-disciplinary health research.

Authors:  Nicola K Gale; Gemma Heath; Elaine Cameron; Sabina Rashid; Sabi Redwood
Journal:  BMC Med Res Methodol       Date:  2013-09-18       Impact factor: 4.615

10.  Reduced sound-evoked and resting-state BOLD fMRI connectivity in tinnitus.

Authors:  Benedikt Hofmeier; Stephan Wolpert; Ebrahim Saad Aldamer; Moritz Walter; John Thiericke; Christoph Braun; Dennis Zelle; Lukas Rüttiger; Uwe Klose; Marlies Knipper
Journal:  Neuroimage Clin       Date:  2018-08-31       Impact factor: 4.881

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  1 in total

Review 1.  A State-of-Art Review of Digital Technologies for the Next Generation of Tinnitus Therapeutics.

Authors:  Grant D Searchfield; Philip J Sanders; Zohreh Doborjeh; Maryam Doborjeh; Roger Boldu; Kevin Sun; Amit Barde
Journal:  Front Digit Health       Date:  2021-08-10
  1 in total

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