journal article·2021-07-07Open access

Multivariate Analysis of Vocal Fold Vibrations on Various Voice Disorders Using High-Speed Digital Imaging

Akihito Yamauchi, Hiroshi Imagawa, Hisayuki Yokonishi, Ken-Ichi Sakakibara, Niro Tayama

Applied Sciences· Volume 11· Issue 14

Abstract

Although many quantitative parameters have been devised to describe abnormalities in vocal fold vibration, little is known about the priority of these parameters. We conducted a prospective study using high-speed digital imaging to elucidate disease-specific key parameters (KPs) to characterize the vocal fold vibrations of individual voice disorders. From 304 patients with various voice disorders and 46 normal speakers, high-speed digital imaging of a sustained phonation at a comfortable pitch and loudness was recorded and parameters from visual-perceptual rating, laryngotopography, digital kymography, and glottal area waveform were calculated. Multivariate analysis was then applied to these parameters to elucidate the KPs to explain each voice disorder in comparison to normal subjects. Four key parameters were statistically significant for all laryngeal diseases. However, the coefficient of determination (R2) was very low (0.29). Vocal fold paralysis (8 KPs, R2 = 0.76), sulcus vocalis (4 KPs, R2 = 0.74), vocal fold scarring (1 KP, R2 = 0.68), vocal fold atrophy (6 KPs, R2 = 0.53), and laryngeal cancer (1 KP, R2 = 0.52) showed moderate-to-high R2 values. The results identified different KPs for each voice disorder; thus, disease-specific analysis is a reasonable approach.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Voice and Speech Disorders · Dysphagia Assessment and Management · Phonetics and Phonology Research

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

The Department of Otorhinolaryngology, The University of Tokyo Hospital, Tokyo 113-8655, Japan

The Department of Otolaryngology, Tokyo Metropolitan Bokutoh Hospital, Tokyo 130-8575, Japan

The Department of Communication Disorders, Health Sciences University of Hokkaido, Hokkaido 061-0293, Japan

The Department of Otolaryngology and Tracheo-Esophagology, National Center for Global Health and Medicine, Tokyo 162-8655, Japan

Funding

KAKENHI Grant-in-Aid for Scientific Research (C)

References (42)

Show source-provided references
1. Evaluation of dysphonic patients by general otolaryngologists10.1016/j.jvoice.2011.11.009 ↗
2. Comparison of high-speed digital imaging with stroboscopy for laryngeal imaging of glottal disorders10.1177/000348940811700603 ↗
3. Current role of stroboscopy in laryngeal imaging10.1097/MOO.0b013e3283585f04 ↗
4. What have we learned about laryngeal physiology from high-speed digital videoendoscopy?10.1097/01.moo.0000163451.98079.ba ↗
5. Clinical implementation of laryngeal high-speed videoendoscopy: Challenges and evolution10.1159/000111802 ↗
6. Quantitative analysis of organic vocal fold pathologies in females by high-speed endoscopy10.1002/lary.23783 ↗
7. Spatiotemporal analysis of high-speed videolaryngoscopic imaging of organic pathologies in males10.1044/2014_JSLHR-S-12-0076 ↗
8. Vocal fold vibration in vocal fold atrophy: Quantitative analysis with high-speed digital imaging10.1016/j.jvoice.2014.12.008 ↗
9. Quantification of vocal fold vibration in various laryngeal disorders using high-speed digital imaging10.1016/j.jvoice.2015.04.016 ↗
10. Visualization and estimation of vibratory disturbance in vocal fold scar using high-speed digital imaging10.1016/j.jvoice.2015.07.003 ↗
11. Quantitative analysis of vocal fold vibration in vocal fold paralysis with the use of high-speed digital imaging10.1016/j.jvoice.2015.04.016 ↗
12. Characterization of vocal fold vibration in sulcus vocalis using high-speed digital imaging10.1044/2016_JSLHR-S-14-0285 ↗
13. Evaluation of vocal fold vibration with an assessment form for high-speed digital imaging: Comparative study between healthy young and elderly subjects10.1016/j.jvoice.2011.12.010 ↗
14. Phase difference of vocally healthy subjects in high-speed digital imaging analyzed with laryngotopography10.1016/j.jvoice.2012.08.002 ↗
15. A method of applying Fourier analysis to high-speed laryngoscopy10.1121/1.1397321 ↗
16. Characteristics of vocal fold vibrations in vocally healthy subjects: Analysis with multi-line kymography
17. Quantitative analysis of digital videokymography: A preliminary study on age- and gender-related difference of vocal fold vibration in normal speakers10.1016/j.jvoice.2014.05.006 ↗
18. Videokymography in voice disorders: What to look for?10.1177/000348940711600303 ↗
19. Age- and gender-related difference of vocal fold vibration and glottal configuration in normal speakers: Analysis with glottal area waveform10.1016/j.jvoice.2014.01.016 ↗
20. Quantitative analysis of videostroboscopic images in presbylarynges10.1097/00005537-200111000-00029 ↗
21. Multiparametric analysis of vocal fold vibrations in healthy and disordered voices in high-speed imaging10.1016/j.jvoice.2010.04.004 ↗
22. Automated measurement of vocal fold vibratory asymmetry from high-speed videoendoscopy recordings10.1044/1092-4388(2010/10-0026) ↗
23. Moore, D.S., Notz, W.I., and Flinger, M.A. (2013). The Basic Practice of Statistics, W. H. Freeman and Company. [6th ed.].
24. Relationship of Various Open Quotients With Acoustic Property, Phonation Types, Fundamental Frequency, and Intensity10.1016/j.jvoice.2015.01.009 ↗
25. High-speed videoendoscopic analysis of relationships between cepstral-based acoustic measures and voice production mechanisms in patients undergoing phonomicrosurgery10.1177/000348941212100510 ↗
26. Extension and application of high-speed digital imaging analysis via spatiotemporal correlation and eigenmode analysis of vocal fold vibration before and after polyp excision10.1177/0003489416644618 ↗
27. Vocal fold paresis and paralysis10.1016/j.otc.2007.05.012 ↗
28. Evidence-based practice: Evaluation and management of unilateral vocal fold paralysis10.1016/j.otc.2012.06.011 ↗
29. First results of clinical application of videokymography10.1097/00005537-199808000-00020 ↗
30. Objective detection and quantification of mucosal wave propagation10.1121/1.3493637 ↗
31. A new generation videokymography for routine clinical vocal fold examination10.1097/01.mlg.0000233552.58895.d0 ↗
32. Presbyphonia: A review10.1097/MOO.0b013e328166794f ↗
33. Vocal fold atrophy in a Japanese tertiary medical institute: Status quo of the most aged country10.1016/j.jvoice.2013.07.003 ↗
34. Sulcus vocalis: A rational analytical approach to diagnosis and management10.1177/000348949610500304 ↗
35. Sulcus vocalis: A review10.1007/s00405-006-0230-8 ↗
36. Stroboscopic assessment of vocal fold keratosis and glottic cancer10.1177/000348940111000401 ↗
37. Voice production mechanisms following phonosurgical treatment of early glottic cancer10.1177/000348941011900101 ↗
38. Stroboscopy in detection of laryngeal dysplasia effectiveness and limitations10.1016/j.jvoice.2013.07.006 ↗
39. Kymographic characterization of vibration in human vocal folds with nodules and polyps10.1002/lary.22324 ↗
40. Vocal fold vibratory behavior changes following surgical treatment of polyps investigated with high-speed videoendoscopy and phonovibrography10.1177/000348941212100601 ↗
41. Characterization of vocal fold scar formation, prophylaxis and treatment using animal models10.1097/MOO.0b013e3283407d87 ↗
42. Vocal fold scars: Current concepts and future directions. Consensus report of the phonosurgery committee of the European laryngological society10.1007/s00405-013-2498-9 ↗