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Ghasemzadeh H, Deliyski DD, Hillman RE, Mehta DD. Framework for Indirect Spatial Calibration of the Horizontal Plane of Endoscopic Laryngeal Images. J Voice 2024; 38:595-611. [PMID: 34986994 PMCID: PMC9249951 DOI: 10.1016/j.jvoice.2021.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 11/24/2021] [Accepted: 11/30/2021] [Indexed: 11/24/2022]
Abstract
OBJECTIVE Calibrated horizontal-plane measurements from laryngeal images could contribute significantly to refining evidence-based practice and developing patient-specific models and precision-medicine approaches. Laser-projection endoscopes can address the need for direct calibrated measures; however, these systems are not widely available. This study presents the framework for an alternative indirect horizontal-plane calibration approach. METHOD A spatial attribute of a common object, a distinct characteristic that is maintained across images, may be used as a scale for the normalization of other spatial measurements. The outcome of this indirect approach could be used for absolute measurements (eg, in units of mm) or relative measurements (eg, percent change), depending on the information that is available from the common attribute. The required conditions of a common attribute for achieving a valid calibration outcome were studied. Three conditions were derived: registration accuracy of the common attribute, size consistency of the common attribute, and similarity in the vertical distance between the region of interest (ROI) (eg, vocal fold) and the common attribute. Any common attribute satisfying these three conditions was called proper and would result in a valid indirect calibration outcome. Three tests were presented for evaluating the properness of a common attribute. A data-driven statistical method was presented that can evaluate the registration accuracy of a common attribute. The second test used variation in calibrated lengths of a common attribute under different phonatory configurations for evaluating the size consistency condition. Finally, the effect of differences between vertical distances of the ROI and the common attribute was mathematically tested and quantified. The application of the proposed framework for indirect calibration was demonstrated using a pre existing dataset with a vocal fold as the ROI and four different common attributes (vocal fold length, vocal fold width, blood vessel on the vocal fold, and blood vessel on nearby tissue). RESULTS The proposed registration-accuracy test was able to detect and eliminate instances of common attributes with low accuracies. The analysis suggested that among the studied four common attributes, the vocal fold length had the highest (ie, best) registration accuracy; however, the vocal fold length exhibited the lowest (ie, worst) size consistency. The analysis also suggested that, among the studied attributes, the vocal fold width offered the best trade-off among the three conditions and, hence, was a proper common attribute for calibrating spatial aspects of the vocal folds (length, displacement of edges, velocity, etc). CONCLUSION Indirect calibration is a feasible alternative for calibration of laryngeal endoscopic images, given a proper common attribute is selected. Future work is needed to systematically evaluate the effects of various phonatory conditions on the characteristics of common attributes.
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Affiliation(s)
- Hamzeh Ghasemzadeh
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Speech, Language and Hearing Sciences, Boston University, Boston, Massachusetts; Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan.
| | - Dimitar D Deliyski
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts; MGH Institute of Health Professions, Boston, Massachusetts
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts; MGH Institute of Health Professions, Boston, Massachusetts
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Ghasemzadeh H, Hillman RE, Mehta DD. Toward Generalizable Machine Learning Models in Speech, Language, and Hearing Sciences: Estimating Sample Size and Reducing Overfitting. J Speech Lang Hear Res 2024; 67:753-781. [PMID: 38386017 PMCID: PMC11005022 DOI: 10.1044/2023_jslhr-23-00273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/29/2023] [Accepted: 12/19/2023] [Indexed: 02/23/2024]
Abstract
PURPOSE Many studies using machine learning (ML) in speech, language, and hearing sciences rely upon cross-validations with single data splitting. This study's first purpose is to provide quantitative evidence that would incentivize researchers to instead use the more robust data splitting method of nested k-fold cross-validation. The second purpose is to present methods and MATLAB code to perform power analysis for ML-based analysis during the design of a study. METHOD First, the significant impact of different cross-validations on ML outcomes was demonstrated using real-world clinical data. Then, Monte Carlo simulations were used to quantify the interactions among the employed cross-validation method, the discriminative power of features, the dimensionality of the feature space, the dimensionality of the model, and the sample size. Four different cross-validation methods (single holdout, 10-fold, train-validation-test, and nested 10-fold) were compared based on the statistical power and confidence of the resulting ML models. Distributions of the null and alternative hypotheses were used to determine the minimum required sample size for obtaining a statistically significant outcome (5% significance) with 80% power. Statistical confidence of the model was defined as the probability of correct features being selected for inclusion in the final model. RESULTS ML models generated based on the single holdout method had very low statistical power and confidence, leading to overestimation of classification accuracy. Conversely, the nested 10-fold cross-validation method resulted in the highest statistical confidence and power while also providing an unbiased estimate of accuracy. The required sample size using the single holdout method could be 50% higher than what would be needed if nested k-fold cross-validation were used. Statistical confidence in the model based on nested k-fold cross-validation was as much as four times higher than the confidence obtained with the single holdout-based model. A computational model, MATLAB code, and lookup tables are provided to assist researchers with estimating the minimum sample size needed during study design. CONCLUSION The adoption of nested k-fold cross-validation is critical for unbiased and robust ML studies in the speech, language, and hearing sciences. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.25237045.
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Affiliation(s)
- Hamzeh Ghasemzadeh
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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Wolfberg J, Whyte J, Doyle P, Gherson S, Muise J, Petty B, Tolejano CJ, Hillman RE, Stadelman-Cohen T, Van Stan JH. Rehabilitation Treatment Specification System for Voice Therapy: Application to Everyday Clinical Care. Am J Speech Lang Pathol 2024; 33:814-830. [PMID: 38101322 PMCID: PMC11001165 DOI: 10.1044/2023_ajslp-23-00283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 09/15/2023] [Accepted: 11/04/2023] [Indexed: 12/17/2023]
Abstract
PURPOSE Rehabilitation intervention descriptions often do not explicitly identify active ingredients or how those ingredients lead to changes in patient functioning. The Rehabilitation Treatment Specification System (RTSS) provides guidance to identify the critical aspects of any rehabilitation therapy and supported the development of standardly named ingredients and targets in voice therapy (Rehabilitation Treatment Specification System for Voice Therapy [RTSS-Voice]). This study sought to test the content validity of the RTSS-Voice and determine if the RTSS-Voice can be used to identify commonalities and differences in treatment (criterion validity) across clinicians in everyday clinical practice. METHOD Five speech-language pathologists from different institutions videotaped one therapy session for 59 patients diagnosed with a voice or upper airway disorder. Specifications were created for each video, and iterative rounds of revisions were completed with the treating clinician and two RTSS experts until consensus was reached on each specification. RESULTS All 59 sessions were specified without the addition of any targets or ingredients. There were two frequent targets: (a) increased volition and (b) decreased strained voice quality. There were three frequent ingredients: (a) information regarding the patient's capability and motivation to perform a therapeutic behavior, (b) knowledge of results feedback, and (c) opportunities to practice voicing with improved resonance and mean airflow. Across sessions treating vocal hyperfunction, there was large variability across clinicians regarding the types and number of treatment components introduced, types of feedback provided, and vocal practice within spontaneous speech and negative practice. CONCLUSIONS The RTSS and the RTSS-Voice demonstrated strong content validity, as they comprehensively characterized 59 therapy sessions. They also demonstrated strong criterion validity, as commonalities and differences were identified in everyday voice therapy for vocal hyperfunction across multiple clinicians. Future work to translate RTSS principles and RTSS-Voice terms into clinical documentation can help to understand how clinician and patient variability impacts outcomes and bridge the research-practice gap. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.24796875.
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Affiliation(s)
- Jeremy Wolfberg
- Massachusetts General Hospital Center for Laryngeal Surgery and Voice Rehabilitation, Boston
- MGH Institute of Health Professions, Boston, MA
| | - John Whyte
- Moss Rehabilitation Research Institute, Elkins Park, PA
| | - Patricia Doyle
- University of Connecticut School of Medicine, Farmington
| | | | - Jason Muise
- Massachusetts General Hospital Center for Laryngeal Surgery and Voice Rehabilitation, Boston
- MGH Institute of Health Professions, Boston, MA
| | | | | | - Robert E. Hillman
- Massachusetts General Hospital Center for Laryngeal Surgery and Voice Rehabilitation, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
| | - Tara Stadelman-Cohen
- Massachusetts General Hospital Center for Laryngeal Surgery and Voice Rehabilitation, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Jarrad H. Van Stan
- Massachusetts General Hospital Center for Laryngeal Surgery and Voice Rehabilitation, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
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Heaton JT, Kobler JB, Otten DM, Tynan MA, Petrillo RH, Ottensmeyer MP, Slate AR, Hillman RE, Zeitels SM. Electrical Stimulation of Vocal Fold Adduction Triggered by Laryngeal Electromyography Using a Custom Implant. J Speech Lang Hear Res 2023; 66:4812-4827. [PMID: 37971489 DOI: 10.1044/2023_jslhr-23-00377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
PURPOSE Medialization procedures for unilateral vocal fold (VF) paralysis generally improve voice but do not fully replace dynamic VF adduction. Paralyzed VFs typically experience synkinetic reinnervation, which makes it feasible to elicit movement through electrical stimulation. We tested a novel laryngeal pacing implant capable of providing closed-loop (automatic) stimulation of a VF triggered by electromyography (EMG) potentials from the contralateral VF. METHOD A custom, battery-powered, microprocessor-based stimulator was tested in eight dogs with bipolar electrodes implanted for recording EMG from the left VF and stimulating adduction of the right VF. A cuff electrode on the left recurrent laryngeal nerve (RLN) stimulated unilateral VF adduction, modeling voluntary control in anesthetized animals. Closed-loop stimulation was tested in both acute and chronic experiments. Synkinetic reinnervation was created in two animals by right RLN transection and suture repair to model unilateral VF paralysis. RESULTS In all animals, left VF activation through RLN stimulation generated a robust EMG response that rapidly triggered stimulation of contralateral thyroarytenoid and lateral cricoarytenoid muscles, causing nearly simultaneous bilateral adduction. Optimal triggering of VF stimulation from elicited EMG was achieved using independent onset and offset thresholds. Real-time artifact blanking allowed closed-loop stimulation without self-perpetuating feedback, despite the proximity of recording and stimulation electrodes. CONCLUSIONS Using a custom implant system, we demonstrated real-time closed-loop stimulation of one VF triggered by the activation of the contralateral VF. This approach could potentially restore dynamic glottic closure for reflexive behaviors or phonation in cases of unilateral VF paralysis with synkinetic reinnervation. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.24492133.
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Affiliation(s)
- James T Heaton
- Department of Surgery, Harvard Medical School, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - James B Kobler
- Department of Surgery, Harvard Medical School, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - David M Otten
- Laboratory for Electromagnetic and Electronic Systems, Massachusetts Institute of Technology, Cambridge
| | - Monica A Tynan
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - Robert H Petrillo
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | | | - Andrea R Slate
- Center for Comparative Medicine, Massachusetts General Hospital, Boston
| | - Robert E Hillman
- Department of Surgery, Harvard Medical School, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - Steven M Zeitels
- Department of Surgery, Harvard Medical School, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
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Eastman SE, Ghasemzadeh H, Van Stan J, Hillman RE, Mehta DD. Quantifying the Occupational Voice Use of Teachers. Perspect ASHA Spec Interest Groups 2023; 8:1363-1379. [PMID: 38312372 PMCID: PMC10836712 DOI: 10.1044/2023_persp-23-00084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
Purpose The teaching profession is a high-voice use occupation at elevated risk for developing voice disorders. Continued research on teachers' vocal demands is necessary to advocate for and establish vocal health programs. This study quantified ambulatory vocal dose measures for teachers during both on- and off-work periods, comparing their occupational voice use to that in other studies that have reported percent phonation ranging from 17% to 30%. Method Participants included 26 full-time, female school teachers between 23 and 55 years of age across multiple grades and subjects, including individuals with and without a voice disorder. Ambulatory voice data were collected from weeklong voice monitoring that recorded phonatory activity through anterior neck-surface vibration. Three vocal dose measures-time, cycle, and distance doses-were computed for each participant for three time periods: on-work weekdays, off-work weekdays, and off-work weekend days. Results The teachers' average percent phonation was 16.2% on-work weekdays, 8.4% off-work weekdays, and 8.0% off-work weekend days. No statistically significant differences for vocal dose measures were found between off-work weekdays and weekend days. Overall, all vocal dose measures were approximately 2 times higher during work relative to off-work time periods. Conclusions This study provides values for vocal dose measures for school teachers using ambulatory voice-monitoring technology. The vocal demands of this particular teacher sample and voice activity detection algorithm are potential factors contributing to percent phonation values on the lower end of the range reported in the literature. Future work is needed to continue to understand occupational voice use and its associated risks related to voice health, with the ultimate goal of preventing and managing voice disorders in individuals engaged in high-risk occupations.
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Affiliation(s)
- Sarah E. Eastman
- Rehabilitation Sciences Program, MGH Institute of Health Professions, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - Hamzeh Ghasemzadeh
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
| | - Jarrad Van Stan
- Rehabilitation Sciences Program, MGH Institute of Health Professions, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- Rehabilitation Sciences Program, MGH Institute of Health Professions, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology Program, Division of Medical Sciences, Harvard University, Boston, MA
| | - Daryush D. Mehta
- Rehabilitation Sciences Program, MGH Institute of Health Professions, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology Program, Division of Medical Sciences, Harvard University, Boston, MA
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Van Stan JH, Burns J, Hron T, Zeitels S, Panuganti BA, Purnell PR, Mehta DD, Hillman RE, Ghasemzadeh H. Detecting Mild Phonotrauma in Daily Life. Laryngoscope 2023; 133:3094-3099. [PMID: 37194664 PMCID: PMC10592567 DOI: 10.1002/lary.30750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/24/2023] [Accepted: 05/03/2023] [Indexed: 05/18/2023]
Abstract
OBJECTIVE The aim of this study was to gain quantitative insights into the role of daily voice use associated with mild phonotrauma via the Daily Phonotrauma Index (DPI), a measure derived from neck-surface acceleration magnitude (NSAM) and difference between the first two harmonic magnitudes (H1 - H2). METHODS An ambulatory voice monitor recorded weeklong voice use for 151 female patients with phonotraumatic vocal hyperfunction (PVH) and 181 female vocally healthy controls. Three laryngologists rated phonotrauma severity from each patient's laryngoscopy. Mixed generalized linear models evaluated the accuracy, sensitivity, and specificity of the original DPI trained on all patients versus a mild DPI version trained on only patients rated with mild phonotrauma. Individual contribution of NSAM and H1 - H2 to each DPI model was also evaluated. RESULTS Reliability across the laryngologists' phonotrauma ratings was moderate (Fleiss κ = 0.41). There were 70, 69, and 12 patients with mild, moderate, and severe phonotrauma, respectively. The mild DPI, compared to the original DPI, correctly classified more patients with mild phonotrauma (Cohen's d = 0.9) and less controls (d = -0.9) and did not change in overall accuracy. H1 - H2 contributed less to mild phonotrauma classification than NSAM for mild DPI. CONCLUSIONS Compared with the original DPI, the mild DPI exhibited higher sensitivity to mild phonotrauma and lower specificity to controls, but the same overall classification accuracy. These results support the mild DPI as a promising detector of early phonotrauma and that NSAM may be associated with early phonotrauma, and H1 - H2 may be a biomarker associated with vocal fold vibration in the presence of lesions. LEVEL OF EVIDENCE Level 4, case-control study Laryngoscope, 133:3094-3099, 2023.
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Affiliation(s)
- Jarrad H Van Stan
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- MGH Institute of Health Professions, Charlestown, Massachusetts, USA
| | - James Burns
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Tiffiny Hron
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Steven Zeitels
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | | | | | - Daryush D Mehta
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- MGH Institute of Health Professions, Charlestown, Massachusetts, USA
| | - Robert E Hillman
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- MGH Institute of Health Professions, Charlestown, Massachusetts, USA
| | - Hamzeh Ghasemzadeh
- Massachusetts General Hospital, Boston, Massachusetts, USA
- MGH Institute of Health Professions, Charlestown, Massachusetts, USA
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Abur D, Hillman RE, Stepp CE. Auditory-Motor Function Pre- and Post-Therapy in Hyperfunctional Voice Disorders: A Case Series. J Voice 2023:S0892-1997(23)00264-3. [PMID: 37716889 DOI: 10.1016/j.jvoice.2023.08.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/16/2023] [Accepted: 08/16/2023] [Indexed: 09/18/2023]
Abstract
OBJECTIVE/HYPOTHESIS Behavioral voice therapy is the most common treatment for hyperfunctional voice disorders (HVDs) but has limited long-term effectiveness since the comprehensive mechanisms underlying HVDs remain unclear. Recent work has implicated disordered sensorimotor integration during speech in some speakers with HVDs and suggests that auditory processing is a key factor to consider in HVD assessment and therapy. The purpose of this case-series study was to assess whether current voice therapy approaches for HVDs resulted in improvements to auditory-motor function. STUDY DESIGN Longitudinal (pre-post) study. METHOD Pre and postvoice therapy for HVDs, 11 speakers underwent an assessment of auditory-motor function via auditory discrimination of vocal pitch, responses to unanticipated auditory perturbations, and responses to predictable auditory perturbations of vocal pitch. RESULTS At the post-therapy session, 10 out of 11 participants demonstrated voice therapy success (via self-reported voice problems and/or auditory-perceptual judgements of voice by a clinician) and eight of the 11 participants demonstrated improvements in at least one measure of auditory discrimination and/or auditory-motor control. Specifically, three speakers demonstrated improvements in auditory discrimination, five speakers demonstrated improved (within typical cutoffs) responses to predictable perturbations, and two speakers demonstrated improvements in both auditory discrimination and auditory-motor measures. CONCLUSIONS Together, these findings support that voice therapy in individuals with HVDs may impact auditory-motor control and highlight the potential benefit of systematically addressing auditory function in voice therapy and assessment for HVDs.
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Affiliation(s)
- Defne Abur
- Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA; Department of Computational Linguistics, Center for Language and Cognition Groningen, University of Groningen, Groningen, the Netherlands; Research School of Behavioral and Cognitive Neurosciences, University of Groningen, Groningen, the Netherlands.
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA; Department of Surgery, Harvard Medical School, Boston, MA; MGH Institute of Health Professions, Boston, MA
| | - Cara E Stepp
- Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA; Department of Biomedical Engineering, Boston University, Boston, MA; Department of Otolaryngology - Head and Neck Surgery, Boston University School of Medicine, Boston, MA
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Bullock L, Toles LE, Hillman RE, Mehta DD. Acoustic-Aerodynamic Voice Outcome Ratios Identify Changes in Vocal Function Following Vocal Fold Medialization for Unilateral Vocal Fold Paralysis. J Voice 2023:S0892-1997(23)00104-2. [PMID: 37068982 PMCID: PMC10576834 DOI: 10.1016/j.jvoice.2023.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 03/09/2023] [Accepted: 03/10/2023] [Indexed: 04/19/2023]
Abstract
PURPOSE This study aimed to determine whether ratio-based measures that combine acoustic (output) and aerodynamic (input) parameters detect postoperative change in vocal function following vocal fold medialization for unilateral vocal fold paralysis. METHOD Pre- and postoperative acoustic and aerodynamic measures were analyzed retrospectively from 149 patients who underwent vocal fold medialization for unilateral vocal fold paralysis. A 2 × 2 repeated-measures analysis of variance was conducted for each of four acoustic-aerodynamic ratios-traditional vocal efficiency (VE), sound pressure level to aerodynamic power (SPL/AP), SPL to average airflow (SPL/AFLOW), and SPL to subglottal pressure (SPL/Ps)-to investigate the main effects and interaction of treatment stage and loudness level (comfortable and loud). RESULTS The patient group showed significant postoperative improvements in self reports of vocal function (voice-related quality of life) and clinical auditory-perceptual judgments of dysphonia (consensus auditory-perceptual evaluation of voice). Main effects for both treatment stage and loudness level were statistically significant for all measures except SPL/Ps. There were interaction effects for VE and SPL/AP, suggesting that magnitude of the treatment effect differs based on loudness. SPL/AFLOW had medium-to-large effect sizes in both loudness conditions. There were postoperative changes in SPL/Ps that were dependent on the magnitude of the reduction in AFLOW; as expected, SPL/Ps increased postoperatively in a subgroup that had large postoperative reductions in AFLOW at the comfortable loudness level. CONCLUSIONS Acoustic-aerodynamic ratios can aid in tracking changes in vocal function following vocal fold medialization. SPL/AFLOW exhibited the largest effect size, which is expected since a reduction in abnormally high AFLOW typically accompanies the increased modulation of glottal air flow associated with successful vocal fold medialization. Future study is needed to model physiological changes in acoustic-aerodynamic voice outcome ratios across different types of voice disorders.
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Affiliation(s)
- Latané Bullock
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Division of Medical Sciences, Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, Massachusetts
| | - Laura E Toles
- Department of Otolaryngology-Head and Neck Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Division of Medical Sciences, Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; School of Health and Rehabilitation Sciences, MGH Institute of Health Professions, Boston, Massachusetts
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Division of Medical Sciences, Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; School of Health and Rehabilitation Sciences, MGH Institute of Health Professions, Boston, Massachusetts.
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Murton OM, Dec GW, Hillman RE, Majmudar MD, Steiner J, Guttag JV, Mehta DD. Acoustic Voice and Speech Biomarkers of Treatment Status during Hospitalization for Acute Decompensated Heart Failure. Appl Sci (Basel) 2023; 13:1827. [PMID: 37064434 PMCID: PMC10104453 DOI: 10.3390/app13031827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
This study investigates acoustic voice and speech features as biomarkers for acute decompensated heart failure (ADHF), a serious escalation of heart failure symptoms including breathlessness and fatigue. ADHF-related systemic fluid accumulation in the lungs and laryngeal tissues is hypothesized to affect phonation and respiration for speech. A set of daily spoken recordings from 52 patients undergoing inpatient ADHF treatment was analyzed to identify voice and speech biomarkers for ADHF and to examine the trajectory of biomarkers during treatment. Results indicated that speakers produce more stable phonation, a more creaky voice, faster speech rates, and longer phrases after ADHF treatment compared to their pre-treatment voices. This project builds on work to develop a method of monitoring ADHF using speech biomarkers and presents a more detailed understanding of relevant voice and speech features.
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Affiliation(s)
- Olivia M. Murton
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
- MGH Institute of Health Professions, Boston, MA 02129, USA
| | - G. William Dec
- Institute for Heart, Vascular, and Stroke Care, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
- MGH Institute of Health Professions, Boston, MA 02129, USA
- Department of Surgery, Harvard Medical School, Boston, MA 02115, USA
| | | | - Johannes Steiner
- Division of Cardiovascular Medicine, Oregon Health & Science University, Portland, OR 97239, USA
| | - John V. Guttag
- Computer Science & Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
- MGH Institute of Health Professions, Boston, MA 02129, USA
- Department of Surgery, Harvard Medical School, Boston, MA 02115, USA
- Correspondence:
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Motie-Shirazi M, Zañartu M, Peterson SD, Mehta DD, Hillman RE, Erath BD. Effect of nodule size and stiffness on phonation threshold and collision pressures in a synthetic hemilaryngeal vocal fold model. J Acoust Soc Am 2023; 153:654. [PMID: 36732229 PMCID: PMC9884154 DOI: 10.1121/10.0016997] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 12/19/2022] [Accepted: 01/06/2023] [Indexed: 06/18/2023]
Abstract
Synthetic vocal fold (VF) replicas were used to explore the role of nodule size and stiffness on kinematic, aerodynamic, and acoustic measures of voiced speech production. Emphasis was placed on determining how changes in collision pressure may contribute to the development of phonotrauma. This was performed by adding spherical beads with different sizes and moduli of elasticity at the middle of the medial surface of synthetic silicone VF models, representing nodules of varying size and stiffness. The VF models were incorporated into a hemilaryngeal flow facility. For each case, self-sustained oscillations were investigated at the phonation threshold pressure. It was found that increasing the nodule diameter increased the open quotient, phonation threshold pressure, and phonation threshold flow rate. However, these values did not change considerably as a function of the modulus of elasticity of the nodule. Nevertheless, the ratio of collision pressure to subglottal pressure increased significantly for both increasing nodule size and stiffness. This suggests that over time, both growth in size and fibrosis of nodules will lead to an increasing cycle of compensatory vocal hyperfunction that accelerates phonotrauma.
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Affiliation(s)
- Mohsen Motie-Shirazi
- Department of Mechanical and Aerospace Engineering, Clarkson University, Potsdam, New York 13699, USA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Sean D Peterson
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, Canada
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Byron D Erath
- Department of Mechanical and Aerospace Engineering, Clarkson University, Potsdam, New York 13699, USA
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11
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Cortés JP, Lin JZ, Marks KL, Espinoza VM, Ibarra EJ, Zañartu M, Hillman RE, Mehta DD. Ambulatory Monitoring of Subglottal Pressure Estimated from Neck-Surface Vibration in Individuals with and without Voice Disorders. Appl Sci (Basel) 2022; 12:10692. [PMID: 36777332 PMCID: PMC9910342 DOI: 10.3390/app122110692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
The aerodynamic voice assessment of subglottal air pressure can discriminate between speakers with typical voices from patients with voice disorders, with further evidence validating subglottal pressure as a clinical outcome measure. Although estimating subglottal pressure during phonation is an important component of a standard voice assessment, current methods for estimating subglottal pressure rely on non-natural speech tasks in a clinical or laboratory setting. This study reports on the validation of a method for subglottal pressure estimation in individuals with and without voice disorders that can be translated to connected speech to enable the monitoring of vocal function and behavior in real-world settings. During a laboratory calibration session, a participant-specific multiple regression model was derived to estimate subglottal pressure from a neck-surface vibration signal that can be recorded during natural speech production. The model was derived for vocally typical individuals and patients diagnosed with phonotraumatic vocal fold lesions, primary muscle tension dysphonia, and unilateral vocal fold paralysis. Estimates of subglottal pressure using the developed method exhibited significantly lower error than alternative methods in the literature, with average errors ranging from 1.13 to 2.08 cm H2O for the participant groups. The model was then applied during activities of daily living, thus yielding ambulatory estimates of subglottal pressure for the first time in these populations. Results point to the feasibility and potential of real-time monitoring of subglottal pressure during an individual's daily life for the prevention, assessment, and treatment of voice disorders.
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Affiliation(s)
- Juan P. Cortés
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
| | - Jon Z. Lin
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Katherine L. Marks
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Communication Sciences and Disorders, MGH Institute of Health Professions, Boston, MA 02129, USA
- Speech, Language & Hearing Sciences Department, College of Health & Rehabilitation: Sargent College, Boston University, Boston, MA 02215, USA
| | | | - Emiro J. Ibarra
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Communication Sciences and Disorders, MGH Institute of Health Professions, Boston, MA 02129, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA 02114, USA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Communication Sciences and Disorders, MGH Institute of Health Professions, Boston, MA 02129, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA 02114, USA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
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12
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Toles LE, Seidman AY, Hillman RE, Mehta DD. Clinical Utility of the Ratio of Sound Pressure Level to Subglottal Pressure in Patients Surgically Treated for Phonotraumatic Vocal Fold Lesions. J Speech Lang Hear Res 2022; 65:2778-2788. [PMID: 35914023 PMCID: PMC9911101 DOI: 10.1044/2022_jslhr-21-00658] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 04/07/2022] [Accepted: 05/02/2022] [Indexed: 06/15/2023]
Abstract
PURPOSE This study aimed to determine whether a simplified, and potentially more stable, acoustic-aerodynamic voice outcome ratio (ratio of sound pressure level [SPL] to subglottal pressure) is comparable to a traditional vocal efficiency measure (ratio of acoustic power to the product of average subglottal pressure and average phonatory airflow) in terms of the ability to detect change in vocal function following surgical removal of bilateral phonotraumatic lesions. METHOD Pre- and postoperative acoustic and aerodynamic measures were analyzed retrospectively from 75 female patients who underwent surgical removal of bilateral phonotraumatic lesions. A 2 × 2 repeated-measures analysis of variance was conducted for each of three acoustic-aerodynamic voice outcome ratios-traditional vocal efficiency, an SPL-based ratio with both airflow and subglottal pressure, and a simplified SPL-based ratio with subglottal pressure only-to investigate the main effects of treatment stage (pre- and postsurgery), loudness condition (comfortable and loud), and their interaction. Post hoc paired samples t tests were conducted for statistically significant interactions. The within-subject variability of the measures was assessed using the coefficient of variation. RESULTS Although exhibiting an expected main effect of loudness (higher values in the loud condition), the traditional vocal efficiency ratio did not exhibit a main effect of treatment. For both SPL-based ratios, there were significant main effects of treatment stage (higher values postoperatively) and loudness condition (lower values in the loud condition). Within-subject, postoperative changes in the two SPL-based ratios moderately correlated with one another. The simplified ratio of SPL to subglottal pressure (without airflow) exhibited the least within-subject variability relative to the other two acoustic-aerodynamic ratios. CONCLUSIONS These findings indicate that SPL-based acoustic-aerodynamic voice outcome ratios increase significantly following the surgical removal of phonotraumatic vocal fold lesions. The simplified ratio of SPL to subglottal pressure exhibits the least variability and can be easily obtained without requiring the measurement of airflow.
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Affiliation(s)
- Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- The University of Texas Southwestern Medical Center, Dallas
| | | | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
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13
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Castro C, Prado P, Espinoza VM, Testart A, Marfull D, Manriquez R, Stepp CE, Mehta DD, Hillman RE, Zañartu M. Lombard Effect in Individuals With Nonphonotraumatic Vocal Hyperfunction: Impact on Acoustic, Aerodynamic, and Vocal Fold Vibratory Parameters. J Speech Lang Hear Res 2022; 65:2881-2895. [PMID: 35930680 PMCID: PMC9913286 DOI: 10.1044/2022_jslhr-21-00508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 03/17/2022] [Accepted: 05/11/2022] [Indexed: 06/15/2023]
Abstract
PURPOSE This exploratory study aims to investigate variations in voice production in the presence of background noise (Lombard effect) in individuals with nonphonotraumatic vocal hyperfunction (NPVH) and individuals with typical voices using acoustic, aerodynamic, and vocal fold vibratory measures of phonatory function. METHOD Nineteen participants with NPVH and 19 participants with typical voices produced simple vocal tasks in three sequential background conditions: baseline (in quiet), Lombard (in noise), and recovery (5 min after removing the noise). The Lombard condition consisted of speech-shaped noise at 80 dB SPL through audiometric headphones. Acoustic measures from a microphone, glottal aerodynamic parameters estimated from the oral airflow measured with a circumferentially vented pneumotachograph mask, and vocal fold vibratory parameters from high-speed videoendoscopy were analyzed. RESULTS During the Lombard condition, both groups exhibited a decrease in open quotient and increases in sound pressure level, peak-to-peak glottal airflow, maximum flow declination rate, and subglottal pressure. During the recovery condition, the acoustic and aerodynamic measures of individuals with typical voices returned to those of the baseline condition; however, recovery measures for individuals with NPVH did not return to baseline values. CONCLUSIONS As expected, individuals with NPVH and participants with typical voices exhibited a Lombard effect in the presence of elevated background noise levels. During the recovery condition, individuals with NPVH did not return to their baseline state, pointing to a persistence of the Lombard effect after noise removal. This behavior could be related to disruptions in laryngeal motor control and may play a role in the etiology of NPVH. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.20415600.
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Affiliation(s)
- Christian Castro
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
- Department of Speech and Language Pathology, Universidad de Valparaíso, Chile
- Department of Speech and Language Pathology, Universidad de Chile, Santiago
| | - Pavel Prado
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibáñez, Santiago, Chile
| | | | - Alba Testart
- Department of Speech and Language Pathology, Universidad de Playa Ancha, Valparaíso, Chile
| | - Daphne Marfull
- Department of Speech and Language Pathology, Universidad de Valparaíso, Chile
| | - Rodrigo Manriquez
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Cara E. Stepp
- Department of Speech, Language, and Hearing Sciences, Boston University, MA
- Department of Biomedical Engineering, Boston University, MA
- Department of Otolaryngology-Head and Neck Surgery, Boston University, MA
| | - Daryush D. Mehta
- Center for Laryngeal Surgery & Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Robert E. Hillman
- Center for Laryngeal Surgery & Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
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14
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Motie-Shirazi M, Zañartu M, Peterson SD, Mehta DD, Hillman RE, Erath BD. Collision Pressure and Dissipated Power Dose in a Self-Oscillating Silicone Vocal Fold Model With a Posterior Glottal Opening. J Speech Lang Hear Res 2022; 65:2829-2845. [PMID: 35914018 PMCID: PMC9911124 DOI: 10.1044/2022_jslhr-21-00471] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 01/24/2022] [Accepted: 05/04/2022] [Indexed: 06/15/2023]
Abstract
PURPOSE The goal of this study was to experimentally evaluate how compensating for the adverse acoustic effects of a posterior glottal opening (PGO) by increasing subglottal pressure and changing supraglottal compression, as have been associated with vocal hyperfunction, influences the risk of vocal fold (VF) trauma. METHOD A self-oscillating synthetic silicone model of the VFs with an airflow bypass that modeled a PGO was investigated in a hemilaryngeal flow facility. The influence of compensatory mechanisms on collision pressure and dissipated collision power was investigated for different PGO areas and supraglottal compression. Compensatory behaviors were mimicked by increasing the subglottal pressure to achieve a target sound pressure level (SPL). RESULTS Increasing the subglottal pressure to compensate for decreased SPL due to a PGO produced higher values for both collision pressure and dissipated collision power. Whereas a 10-mm2 PGO area produced a 12% increase in the peak collision pressure, the dissipated collision power increased by 122%, mainly due to an increase in the magnitude of the collision velocity. This suggests that the value of peak collision pressure may not fully capture the mechanisms by which phonotrauma occurs. It was also found that an optimal value of supraglottal compression exists that maximizes the radiated SPL, indicating the potential utility of supraglottal compression as a compensatory mechanism. CONCLUSIONS Larger PGO areas are expected to increase the risk of phonotrauma due to the concomitant increase in dissipated collision power associated with maintaining SPL. Furthermore, the risk of VF damage may not be fully characterized by only the peak collision pressure.
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Affiliation(s)
- Mohsen Motie-Shirazi
- Department of Mechanical and Aeronautical Engineering, Clarkson University, Potsdam, NY
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Sean D. Peterson
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Ontario, Canada
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - Byron D. Erath
- Department of Mechanical and Aeronautical Engineering, Clarkson University, Potsdam, NY
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15
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Nudelman CJ, Ortiz AJ, Fox AB, Mehta DD, Hillman RE, Van Stan JH. Daily Phonotrauma Index: An Objective Indicator of Large Differences in Self-Reported Vocal Status in the Daily Life of Females With Phonotraumatic Vocal Hyperfunction. Am J Speech Lang Pathol 2022; 31:1412-1423. [PMID: 35394805 PMCID: PMC9567307 DOI: 10.1044/2022_ajslp-21-00285] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 12/08/2021] [Accepted: 02/03/2022] [Indexed: 06/03/2023]
Abstract
PURPOSE The purpose of this study is to evaluate if the Daily Phonotrauma Index (DPI) can quantitatively discriminate large differences in overall vocal status in the daily life of patients with phonotraumatic vocal hyperfunction (PVH). METHOD For 1-4 weeks, 23 females with PVH wore an ambulatory voice monitor and answered three vocal status questions (i.e., difficulty producing soft, high-pitched phonation; discomfort; and fatigue) at the beginning, at 5-hr intervals, and the end of each day. DPI values were obtained for each patient's time periods of worst and best self-rated vocal status, and data for the group were analyzed for significant changes using a linear mixed-effects regression model. RESULTS The DPI was significantly lower during periods self-rated as "best vocal status" compared to during periods self-rated as "worst vocal status" (mean difference in DPI = 0.53) with a medium-to-large effect size (Cohen's d = -0.68). CONCLUSIONS In a group of patients with phonotraumatic lesions, the DPI indicated lower potential for phonotrauma during time periods of better vocal status compared to time periods of worse vocal status. Assuming that a large portion of variance in vocal status for patients with PVH is associated with the extent to which voicing is phonotraumatic, these results support the validity of obtaining estimates of DPI for much shorter time periods (i.e., an estimate every 2 min of voicing) than previous studies (i.e., a single estimate for the entire day or week). Future work can investigate the DPI's use for in-clinic assessment/treatment and ambulatory biofeedback and can gain further insights into phonatory mechanisms that underlie DPI via comparisons with other physiologically relevant measures and computational vocal fold modeling.
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Affiliation(s)
| | | | | | - Daryush D. Mehta
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Jarrad H. Van Stan
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
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16
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Kapsner-Smith MR, Díaz-Cádiz ME, Vojtech JM, Buckley DP, Mehta DD, Hillman RE, Tracy LF, Noordzij JP, Eadie TL, Stepp CE. Clinical Cutoff Scores for Acoustic Indices of Vocal Hyperfunction That Combine Relative Fundamental Frequency and Cepstral Peak Prominence. J Speech Lang Hear Res 2022; 65:1349-1369. [PMID: 35263546 PMCID: PMC9499364 DOI: 10.1044/2021_jslhr-21-00466] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
PURPOSE This study examined the discriminative ability of acoustic indices of vocal hyperfunction combining smoothed cepstral peak prominence (CPPS) and relative fundamental frequency (RFF). METHOD Demographic, CPPS, and RFF parameters were entered into logistic regression models trained on two 1:1 case-control groups: individuals with and without nonphonotraumatic vocal hyperfunction (NPVH; n = 360) and phonotraumatic vocal hyperfunction (PVH; n = 240). Equations from the final models were used to predict group membership in two independent test sets (n = 100 each). RESULTS Both CPPS and RFF parameters significantly improved model fits for NPVH and PVH after accounting for demographics. CPPS explained unique variance beyond RFF in both models. RFF explained unique variance beyond CPPS in the PVH model. Final models included CPPS and RFF offset parameters for both NPVH and PVH; RFF onset parameters were significant only in the PVH model. Area under the receiver operating characteristic curve analysis for the independent test sets revealed acceptable classification for NPVH (72%) and good classification for PVH (86%). CONCLUSIONS A combination of CPPS and RFF parameters showed better discriminative ability than either measure alone for PVH. Clinical cutoff scores for acoustic indices of vocal hyperfunction are proposed for assessment and screening purposes.
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Affiliation(s)
| | | | - Jennifer M Vojtech
- Department of Speech, Language & Hearing Sciences, Boston University, MA
- Department of Biomedical Engineering, Boston University, MA
| | - Daniel P Buckley
- Department of Speech, Language & Hearing Sciences, Boston University, MA
- Department of Otolaryngology-Head & Neck Surgery, Boston University School of Medicine, MA
| | - Daryush D Mehta
- MGH Institute of Health Professions, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Cambridge, MA
| | - Robert E Hillman
- MGH Institute of Health Professions, Boston, MA
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Cambridge, MA
| | - Lauren F Tracy
- Department of Speech, Language & Hearing Sciences, Boston University, MA
- Department of Otolaryngology-Head & Neck Surgery, Boston University School of Medicine, MA
| | - J Pieter Noordzij
- Department of Speech, Language & Hearing Sciences, Boston University, MA
- Department of Otolaryngology-Head & Neck Surgery, Boston University School of Medicine, MA
| | - Tanya L Eadie
- Department of Speech & Hearing Sciences, University of Washington, Seattle
| | - Cara E Stepp
- Department of Speech, Language & Hearing Sciences, Boston University, MA
- Department of Biomedical Engineering, Boston University, MA
- Department of Otolaryngology-Head & Neck Surgery, Boston University School of Medicine, MA
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17
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Toles LE, Ortiz AJ, Marks KL, Mehta DD, Van Stan JH, Hillman RE. Amount and Characteristics of Speaking and Singing Voice Use in Vocally Healthy Female College Student Singers During a Typical Week. J Voice 2022; 36:203-211. [PMID: 32451254 PMCID: PMC7680342 DOI: 10.1016/j.jvoice.2020.04.029] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 04/14/2020] [Accepted: 04/15/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Singers, college students, and females are groups known to be at an elevated risk of developing functional/hyperfunctional voice disorders; therefore, female college students majoring in vocal performance may be at an even higher risk. To mitigate this risk, it would be helpful to know the "safe limits" for voice use that would help maintain vocal health in this vulnerable group, but there is a paucity of high-quality objective information upon which to base such limits. This study employed weeklong ambulatory voice monitoring in a large group of vocally healthy female college student singers to begin providing the types of objective data that could be used to help develop improved vocal health guidelines. METHODS Participants included 64 vocally healthy females currently enrolled in a vocal performance or similar program at a college or university. An ambulatory voice monitor recorded neck-surface acceleration throughout a typical week. A singing classifier was applied to the data to separate singing from speech. Weeklong vocal dose measures and distributional characteristics for standard voice measures were computed separately for singing and speech, and for both types of phonation combined. RESULTS Participants spent 6.2% of the total monitoring time speaking and 2.1% singing (with total phonation time being 8.4%). Singing had a higher fo mode, more pitch variability, higher average sound pressure level (SPL), negatively skewed SPL distributions, lower average CPP, and higher H1-H2 values than speaking. CONCLUSIONS These results provide a basis for beginning to establish vocal health guidelines for female students enrolled in college-level vocal performance programs and for future studies of the types of voice disorders that are common in this group. Results also demonstrate the potential value that ambulatory voice monitoring may have in helping to objectively identify vocal behaviors that could contribute to voice problems in this population.
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Affiliation(s)
- Laura E. Toles
- Massachusetts General Hospital, Center for Laryngeal Surgery and Voice Rehabilitation, 1 Bowdoin Square, 11 Floor, Boston, MA 02114,MGH Institute of Health Professions, Rehabilitation Science, 36 1 Ave, Charlestown, MA 02129
| | - Andrew J. Ortiz
- Massachusetts General Hospital, Center for Laryngeal Surgery and Voice Rehabilitation, 1 Bowdoin Square, 11 Floor, Boston, MA 02114
| | - Katherine L. Marks
- Massachusetts General Hospital, Center for Laryngeal Surgery and Voice Rehabilitation, 1 Bowdoin Square, 11 Floor, Boston, MA 02114,MGH Institute of Health Professions, Rehabilitation Science, 36 1 Ave, Charlestown, MA 02129
| | - Daryush D. Mehta
- Massachusetts General Hospital, Center for Laryngeal Surgery and Voice Rehabilitation, 1 Bowdoin Square, 11 Floor, Boston, MA 02114,MGH Institute of Health Professions, Rehabilitation Science, 36 1 Ave, Charlestown, MA 02129,Harvard Medical School, Department of Surgery, 25 Shattuck St., Boston, MA 02115
| | - Jarrad H. Van Stan
- Massachusetts General Hospital, Center for Laryngeal Surgery and Voice Rehabilitation, 1 Bowdoin Square, 11 Floor, Boston, MA 02114,MGH Institute of Health Professions, Rehabilitation Science, 36 1 Ave, Charlestown, MA 02129,Harvard Medical School, Department of Surgery, 25 Shattuck St., Boston, MA 02115
| | - Robert E. Hillman
- Massachusetts General Hospital, Center for Laryngeal Surgery and Voice Rehabilitation, 1 Bowdoin Square, 11 Floor, Boston, MA 02114,MGH Institute of Health Professions, Rehabilitation Science, 36 1 Ave, Charlestown, MA 02129,Harvard Medical School, Department of Surgery, 25 Shattuck St., Boston, MA 02115
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18
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Van Stan JH, Ortiz AJ, Sternad D, Mehta DD, Huo C, Hillman RE. Ambulatory Voice Biofeedback: Acquisition and Retention of Modified Daily Voice Use in Patients With Phonotraumatic Vocal Hyperfunction. Am J Speech Lang Pathol 2022; 31:409-418. [PMID: 34843372 PMCID: PMC9135013 DOI: 10.1044/2021_ajslp-21-00141] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 08/02/2021] [Accepted: 09/01/2021] [Indexed: 06/03/2023]
Abstract
PURPOSE Voice ambulatory biofeedback (VAB) has potential to improve carryover of therapeutic voice use into daily life. Previous work in vocally healthy participants demonstrated that motor learning inspired variations to VAB produced expected differences in acquisition and retention of modified daily voice use. This proof-of-concept study was designed to evaluate whether these VAB variations have the same desired effects on acquisition and retention in patients with phonotraumatic vocal hyperfunction (PVH). METHOD Seventeen female patients with PVH wore an ambulatory voice monitor for 6 days: three baseline days, one biofeedback day, one short-term retention day, and one long-term retention day. Short- and long-term retention were 1- and 7-days postbiofeedback, respectively. Patients were block-randomized to receive one of three types of VAB: 100%, 25%, and Summary. Performance was measured in terms of adherence time below a subject-specific vocal intensity threshold. RESULTS All three types of VAB produced a biofeedback effect with 13 out of 17 patients displaying an increase in adherence time compared to baseline days. Additionally, multiple patients from each VAB group increased their adherence time during short- and/or long-term retention monitoring compared to baseline. CONCLUSIONS These findings show that VAB can be associated with acquisition and retention of desired voice use in patients with PVH. Specifically, all three feedback types improved multiple patients' performance and retention for up to 1 week after biofeedback removal. Future work can investigate the impact of incorporating VAB into voice therapy.
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Affiliation(s)
- Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | | | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Chuanbing Huo
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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19
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Alzamendi GA, Peterson SD, Erath BD, Hillman RE, Zañartu M. Triangular body-cover model of the vocal folds with coordinated activation of the five intrinsic laryngeal muscles. J Acoust Soc Am 2022; 151:17. [PMID: 35105008 PMCID: PMC8727069 DOI: 10.1121/10.0009169] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 11/24/2021] [Accepted: 12/06/2021] [Indexed: 05/26/2023]
Abstract
Poor laryngeal muscle coordination that results in abnormal glottal posturing is believed to be a primary etiologic factor in common voice disorders such as non-phonotraumatic vocal hyperfunction. Abnormal activity of antagonistic laryngeal muscles is hypothesized to play a key role in the alteration of normal vocal fold biomechanics that results in the dysphonia associated with such disorders. Current low-order models of the vocal folds are unsatisfactory to test this hypothesis since they do not capture the co-contraction of antagonist laryngeal muscle pairs. To address this limitation, a self-sustained triangular body-cover model with full intrinsic muscle control is introduced. The proposed scheme shows good agreement with prior studies using finite element models, excised larynges, and clinical studies in sustained and time-varying vocal gestures. Simulations of vocal fold posturing obtained with distinct antagonistic muscle activation yield clear differences in kinematic, aerodynamic, and acoustic measures. The proposed tool is deemed sufficiently accurate and flexible for future comprehensive investigations of non-phonotraumatic vocal hyperfunction and other laryngeal motor control disorders.
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Affiliation(s)
- Gabriel A Alzamendi
- Institute for Research and Development on Bioengineering and Bioinformatics (IBB), CONICET-UNER, Oro Verde, Entre Ríos 3100, Argentina
| | - Sean D Peterson
- Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada
| | - Byron D Erath
- Department of Mechanical and Aerospace Engineering, Clarkson University, Potsdam, New York 13699, USA
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
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Toles LE, Roy N, Sogg S, Marks KL, Ortiz AJ, Fox AB, Mehta DD, Hillman RE. Relationships Among Personality, Daily Speaking Voice Use, and Phonotrauma in Adult Female Singers. J Speech Lang Hear Res 2021; 64:4580-4598. [PMID: 34731578 PMCID: PMC9150681 DOI: 10.1044/2021_jslhr-21-00274] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 06/21/2021] [Accepted: 07/19/2021] [Indexed: 05/12/2023]
Abstract
PURPOSE This study sought to determine whether personality traits related to extraversion and impulsivity are more strongly associated with singers with nodules compared to vocally healthy singers and to understand the relationship between personality and the types of daily speaking voice use. METHOD Weeklong ambulatory voice recordings and personality inventories were obtained for 47 female singers with nodules and 47 vocally healthy female singers. Paired t tests investigated trait differences between groups. Relationships between traits and weeklong speaking voice measures (vocal dose, sound pressure level [SPL], neck surface acceleration magnitude [NSAM], fundamental frequency, cepstral peak prominence [CPP], and the ratio of the first two harmonic magnitudes [H 1 -H 2]) were examined using pairwise Pearson r coefficients. Multiple regressions were performed to estimate voice parameters that correlated with two or more traits. RESULTS Singers with nodules scored higher on the Social Potency scale (reflecting a tendency toward social dominance) and lower on the Control scale (reflecting impulsivity) compared to the vocally healthy singers. In vocally healthy singers, vocal dose measures were positively correlated with a combination of Wellbeing (i.e., happiness) and Social Potency, mean SPL was positively correlated with Wellbeing, SPL variability was positively correlated with Social Potency and negatively with Harm Avoidance, and CPP mean was positively correlated with Wellbeing. Singers with nodules had a negative correlation between NSAM skewness and Social Potency. Both groups had negative correlations between H 1 -H 2 mean and Social Potency and Social Closeness. CONCLUSIONS Singers with nodules are more socially dominant and impulsive than vocally healthy singers. Personality traits are related to daily speaking voice use, particularly in vocally healthy singers. Individuals with higher levels of traits related to happiness and social dominance and lower Harm Avoidance tended to speak more, with higher laryngeal forces, with more SPL variability, and with more pressed glottal closure, which could increase risk of phonotrauma.
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Affiliation(s)
- Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | | | - Stephanie Sogg
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Katherine L. Marks
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | | | - Annie B. Fox
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
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21
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Marks KL, Verdi A, Toles LE, Stipancic KL, Ortiz AJ, Hillman RE, Mehta DD. Psychometric Analysis of an Ecological Vocal Effort Scale in Individuals With and Without Vocal Hyperfunction During Activities of Daily Living. Am J Speech Lang Pathol 2021; 30:2589-2604. [PMID: 34665647 PMCID: PMC9132024 DOI: 10.1044/2021_ajslp-21-00111] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 06/11/2021] [Accepted: 07/07/2021] [Indexed: 05/29/2023]
Abstract
Objective The purpose of this study was to examine the psychometric properties of an ecological vocal effort scale linked to a voicing task. Method Thirty-eight patients with nodules, 18 patients with muscle tension dysphonia, and 45 vocally healthy control individuals participated in a week of ambulatory voice monitoring. A global vocal status question was asked hourly throughout the day. Participants produced a vowel-consonant-vowel syllable string and rated the vocal effort needed to produce the task on a visual analog scale. Test-retest reliability was calculated for a subset using the intraclass correlation coefficient, ICC(A, 1). Construct validity was assessed by (a) comparing the weeklong vocal effort ratings between the patient and control groups and (b) comparing weeklong vocal effort ratings before and after voice rehabilitation in a subset of 25 patients. Cohen's d, the standard error of measurement (SEM), and the minimal detectable change (MDC) assessed sensitivity. The minimal clinically important difference (MCID) assessed responsiveness. Results Test-retest reliability was excellent, ICC(A, 1) = .96. Weeklong mean effort was statistically higher in the patients than in controls (d = 1.62) and lower after voice rehabilitation (d = 1.75), supporting construct validity and sensitivity. SEM was 4.14, MDC was 11.47, and MCID was 9.74. Since the MCID was within the error of the measure, we must rely upon the MDC to detect real changes in ecological vocal effort. Conclusion The ecological vocal effort scale offers a reliable, valid, and sensitive method of monitoring vocal effort changes during the daily life of individuals with and without vocal hyperfunction.
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Affiliation(s)
- Katherine L. Marks
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
| | - Alessandra Verdi
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
| | - Laura E. Toles
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
| | - Kaila L. Stipancic
- MGH Institute of Health Professions, Boston, MA
- University at Buffalo, NY
| | - Andrew J. Ortiz
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Daryush D. Mehta
- MGH Institute of Health Professions, Boston, MA
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
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22
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Van Stan JH, Ortiz AJ, Marks KL, Toles LE, Mehta DD, Burns JA, Hron T, Stadelman-Cohen T, Krusemark C, Muise J, Fox AB, Nudelman C, Zeitels S, Hillman RE. Changes in the Daily Phonotrauma Index Following the Use of Voice Therapy as the Sole Treatment for Phonotraumatic Vocal Hyperfunction in Females. J Speech Lang Hear Res 2021; 64:3446-3455. [PMID: 34463536 PMCID: PMC8642084 DOI: 10.1044/2021_jslhr-21-00082] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 04/26/2021] [Accepted: 05/24/2021] [Indexed: 05/31/2023]
Abstract
Purpose The aim of this study was to use the Daily Phonotrauma Index (DPI) to quantify group-based changes in the daily voice use of patients with phonotraumatic vocal hyperfunction (PVH) after receiving voice therapy as the sole treatment. This is part of an ongoing effort to validate an updated theoretical framework for PVH. Method A custom-designed ambulatory voice monitor was used to collect 1 week of pre- and posttreatment data from 52 female patients with PVH. Normative weeklong data were also obtained from 52 matched controls. Each week was represented by the DPI, which is a combination of neck-surface acceleration magnitude skewness and the standard deviation of the difference between the first and second harmonic magnitudes. Results Compared to pretreatment, the DPI statistically decreased towards normal in the patient group after treatment (Cohen's d = -0.25). The posttreatment patient group's DPI was still significantly higher than the control group (d = 0.68). Conclusions The DPI showed the pattern of improved ambulatory voice use in a group of patients with PVH following voice therapy that was predicted by the updated theoretical framework. Per the prediction, voice therapy was associated with a decreased potential for phonotrauma in daily voice use, but the posttreatment patient group data were still significantly different from the normative control group data. This posttreatment difference is interpreted as reflecting the impact on voice use of the persistence of phonotrauma-induced structural changes to the vocal folds. Further validation of the DPI is needed to better understand its potential clinical use.
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Affiliation(s)
- Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | - Katherine L. Marks
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - James A. Burns
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Tiffiny Hron
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Tara Stadelman-Cohen
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Carol Krusemark
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Jason Muise
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | | | - Charles Nudelman
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Steven Zeitels
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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23
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Ibarra EJ, Parra JA, Alzamendi GA, Cortés JP, Espinoza VM, Mehta DD, Hillman RE, Zañartu M. Estimation of Subglottal Pressure, Vocal Fold Collision Pressure, and Intrinsic Laryngeal Muscle Activation From Neck-Surface Vibration Using a Neural Network Framework and a Voice Production Model. Front Physiol 2021; 12:732244. [PMID: 34539451 PMCID: PMC8440844 DOI: 10.3389/fphys.2021.732244] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 08/09/2021] [Indexed: 11/23/2022] Open
Abstract
The ambulatory assessment of vocal function can be significantly enhanced by having access to physiologically based features that describe underlying pathophysiological mechanisms in individuals with voice disorders. This type of enhancement can improve methods for the prevention, diagnosis, and treatment of behaviorally based voice disorders. Unfortunately, the direct measurement of important vocal features such as subglottal pressure, vocal fold collision pressure, and laryngeal muscle activation is impractical in laboratory and ambulatory settings. In this study, we introduce a method to estimate these features during phonation from a neck-surface vibration signal through a framework that integrates a physiologically relevant model of voice production and machine learning tools. The signal from a neck-surface accelerometer is first processed using subglottal impedance-based inverse filtering to yield an estimate of the unsteady glottal airflow. Seven aerodynamic and acoustic features are extracted from the neck surface accelerometer and an optional microphone signal. A neural network architecture is selected to provide a mapping between the seven input features and subglottal pressure, vocal fold collision pressure, and cricothyroid and thyroarytenoid muscle activation. This non-linear mapping is trained solely with 13,000 Monte Carlo simulations of a voice production model that utilizes a symmetric triangular body-cover model of the vocal folds. The performance of the method was compared against laboratory data from synchronous recordings of oral airflow, intraoral pressure, microphone, and neck-surface vibration in 79 vocally healthy female participants uttering consecutive /pæ/ syllable strings at comfortable, loud, and soft levels. The mean absolute error and root-mean-square error for estimating the mean subglottal pressure were 191 Pa (1.95 cm H2O) and 243 Pa (2.48 cm H2O), respectively, which are comparable with previous studies but with the key advantage of not requiring subject-specific training and yielding more output measures. The validation of vocal fold collision pressure and laryngeal muscle activation was performed with synthetic values as reference. These initial results provide valuable insight for further vocal fold model refinement and constitute a proof of concept that the proposed machine learning method is a feasible option for providing physiologically relevant measures for laboratory and ambulatory assessment of vocal function.
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Affiliation(s)
- Emiro J. Ibarra
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
- School of Electrical Engineering, University of the Andes, Mérida, Venezuela
| | - Jesús A. Parra
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Gabriel A. Alzamendi
- Institute for Research and Development on Bioengineering and Bioinformatics, Consejo Nacional de Investigaciones Científicas y Técnicas - Universidad Nacional de Entre Ríos, Oro Verde, Argentina
| | - Juan P. Cortés
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
- Center for Laryngeal Surgery and Voice Rehabilitation Laboratory, Massachusetts General Hospital–Harvard Medical School, Boston, MA, United States
| | - Víctor M. Espinoza
- Department of Sound, Faculty of Arts, University of Chile, Santiago, Chile
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation Laboratory, Massachusetts General Hospital–Harvard Medical School, Boston, MA, United States
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation Laboratory, Massachusetts General Hospital–Harvard Medical School, Boston, MA, United States
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
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24
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Mehta DD, Kobler JB, Zeitels SM, Zañartu M, Ibarra EJ, Alzamendi GA, Manriquez R, Erath BD, Peterson SD, Petrillo RH, Hillman RE. Direct measurement and modeling of intraglottal, subglottal, and vocal fold collision pressures during phonation in an individual with a hemilaryngectomy. Appl Sci (Basel) 2021; 11:7256. [PMID: 36210866 PMCID: PMC9541559 DOI: 10.3390/app11167256] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The purpose of this paper is to report on the first in vivo application of a recently developed transoral, dual-sensor pressure probe that directly measures intraglottal, subglottal, and vocal fold collision pressures during phonation. Synchronous measurement of intraglottal and subglottal pressures was accomplished using two miniature pressure sensors mounted on the end of the probe and inserted transorally in a 78-year-old male who had previously undergone surgical removal of his right vocal fold for treatment of laryngeal cancer. The endoscopist used one hand to position the custom probe against the surgically medialized scar band that replaced the right vocal fold and used the other hand to position a transoral endoscope to record laryngeal high-speed videoendoscopy of the vibrating left vocal fold contacting the pressure probe. Visualization of the larynx during sustained phonation allowed the endoscopist to place the dual-sensor pressure probe such that the proximal sensor was positioned intraglottally and the distal sensor subglottally. The proximal pressure sensor was verified to be in the strike zone of vocal fold collision during phonation when the intraglottal pressure signal exhibited three characteristics: an impulsive peak at the start of the closed phase, rounded peak during the open phase, and minimum value around zero immediately preceding the impulsive peak of the subsequent phonatory cycle. Numerical voice production modeling was applied to validate model-based predictions of vocal fold collision pressure using kinematic vocal fold measures. The results successfully demonstrated feasibility of in vivo measurement of vocal fold collision pressure in an individual with a hemilaryngectomy, motivating ongoing data collection that is designed to aid in the development of vocal dose measures that incorporate vocal fold impact collision and stresses.
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Affiliation(s)
- Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
- MGH Institute of Health Professions, Boston, MA, USA
| | - James B. Kobler
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Steven M. Zeitels
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Emiro J. Ibarra
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Gabriel A. Alzamendi
- Institute for Research and Development on Bioengineering and Bioinformatics, National University of Entre Rios–CONICET, Entre Ríos, Argentina
| | - Rodrigo Manriquez
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Byron D. Erath
- Department of Mechanical & Aeronautical Engineering, Clarkson University, Potsdam, NY, USA
| | - Sean D. Peterson
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Ontario, Canada
| | - Robert H. Petrillo
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
- MGH Institute of Health Professions, Boston, MA, USA
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25
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Van Stan JH, Ortiz AJ, Cortes JP, Marks KL, Toles LE, Mehta DD, Burns JA, Hron T, Stadelman-Cohen T, Krusemark C, Muise J, Fox-Galalis AB, Nudelman C, Zeitels S, Hillman RE. Differences in Daily Voice Use Measures Between Female Patients With Nonphonotraumatic Vocal Hyperfunction and Matched Controls. J Speech Lang Hear Res 2021; 64:1457-1470. [PMID: 33900807 PMCID: PMC8608188 DOI: 10.1044/2021_jslhr-20-00538] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Purpose The purpose of this study was to obtain a more comprehensive understanding of the pathophysiology and impact on daily voice use of nonphonotraumatic vocal hyperfunction (NPVH). Method An ambulatory voice monitor collected 1 week of data from 36 patients with NPVH and 36 vocally healthy matched controls. A subset of 11 patients with NPVH were monitored after voice therapy. Daily voice use measures included neck-skin acceleration magnitude, fundamental frequency (f o), cepstral peak prominence (CPP), and the difference between the first and second harmonic magnitudes (H1-H2). Additional comparisons included 118 patients with phonotraumatic vocal hyperfunction (PVH) and 89 additional vocally healthy controls. Results The NPVH group, compared to the matched control group, exhibited increased f o (Cohen's d = 0.6), reduced CPP (d = -0.9), and less positive H1-H2 skewness (d = -1.1). Classifiers used CPP mean and H1-H2 mode to maximally differentiate the NPVH and matched control groups (area under the receiver operating characteristic curve of 0.78). Classifiers performed well on unseen data: the logit decreased in patients with NPVH after therapy; ≥ 85% of the control and PVH groups were identified as "normal" or "not NPVH," respectively. Conclusions The NPVH group's daily voice use is less periodic (CPP), is higher pitched (f o), and has less abrupt vocal fold closure (H1-H2 skew) compared to the matched control group. The combination of CPP mean and H1-H2 mode appears to reflect a pathophysiological continuum in NPVH patients of inefficient phonation with minimal potential for phonotrauma. Further validation of the classification model is needed to better understand potential clinical uses. Supplemental Material https://doi.org/10.23641/asha.14390771.
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Affiliation(s)
- Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | - Juan P. Cortes
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Katherine L. Marks
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - James A. Burns
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Tiffiny Hron
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Tara Stadelman-Cohen
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Carol Krusemark
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Jason Muise
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | | | - Charles Nudelman
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Steven Zeitels
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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26
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Brockmann-Bauser M, Van Stan JH, Carvalho Sampaio M, Bohlender JE, Hillman RE, Mehta DD. Effects of Vocal Intensity and Fundamental Frequency on Cepstral Peak Prominence in Patients with Voice Disorders and Vocally Healthy Controls. J Voice 2021; 35:411-417. [PMID: 31859213 PMCID: PMC7295673 DOI: 10.1016/j.jvoice.2019.11.015] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 11/21/2019] [Accepted: 11/21/2019] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Cepstrum-based voice measures, such as smoothed cepstral peak prominence (CPPS), are influenced by voice sound pressure level (SPL) in vocally healthy adults. Since it is unclear if similar effects hold in voice disordered adults and how these interact with natural fundamental frequency (fo) changes, this study examines voice SPL and fo effects on CPPS in women with vocal hyperfunction and vocally healthy controls. STUDY DESIGN Retrospective matched case-control study. METHODS Fifty-eight women with vocal hyperfunction were individually matched with 58 vocally healthy women for occupation and approximate age. The patient group comprised women exhibiting phonotraumatic vocal hyperfunction associated with vocal fold nodules (n = 39) or polyps (n = 5), and nonphonotraumatic vocal hyperfunction associated with primary muscle tension dysphonia (n = 14). All participants sustained the vowel /a/ at soft, comfortable, and loud loudness conditions. Voice SPL, fo, and CPPS (dB) were computed from acoustic voice recordings using Praat. The effects of loudness condition, measured voice SPL, and fo on CPPS were assessed with linear mixed models. Pairwise correlations among voice SPL, fo, and CPPS were assessed using multiple regression analysis. RESULTS Increasing voice SPL correlated significantly (P < 0.001) with higher CPPS in both patient (r2 = 0.53) and normative groups (r2 = 0.45). fo had statistically significant effects on CPPS (P < 0.001), but with a weak relation for the patient (r2 = 0.02) and control groups (r2 = 0.05). CONCLUSIONS In women with and without voice disorder, CPPS is highly affected by the individual's voice SPL in vowel phonation. Future studies could investigate how these effects should be controlled for to improve the diagnostic value of acoustic-based cepstral measures.
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Affiliation(s)
- Meike Brockmann-Bauser
- Department of Phoniatrics and Speech Pathology, Clinic for Otorhinolaryngology, Head and Neck Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland; University of Zurich, Zurich, Switzerland.
| | - Jarrad H Van Stan
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School; MGH Institute of Health Professions, Boston, Massachusetts
| | - Marilia Carvalho Sampaio
- Department of Phoniatrics and Speech Pathology, Clinic for Otorhinolaryngology, Head and Neck Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland; University of Zurich, Zurich, Switzerland; Federal University of Bahia, Institute of Health Sciences, Department of Speech, Language and Hearing Sciences, Salvador, Brazil
| | - Joerg E Bohlender
- Department of Phoniatrics and Speech Pathology, Clinic for Otorhinolaryngology, Head and Neck Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland; University of Zurich, Zurich, Switzerland
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts
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27
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Toles LE, Ortiz AJ, Marks KL, Burns JA, Hron T, Van Stan JH, Mehta DD, Hillman RE. Differences Between Female Singers With Phonotrauma and Vocally Healthy Matched Controls in Singing and Speaking Voice Use During 1 Week of Ambulatory Monitoring. Am J Speech Lang Pathol 2021; 30:199-209. [PMID: 33472007 PMCID: PMC8740583 DOI: 10.1044/2020_ajslp-20-00227] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Purpose Previous ambulatory voice monitoring studies have included many singers and have combined speech and singing in the analyses. This study applied a singing classifier to the ambulatory recordings of singers with phonotrauma and healthy controls to determine if analyzing speech and singing separately would reveal voice use differences that could provide new insights into the etiology and pathophysiology of phonotrauma in this at-risk population. Method Forty-two female singers with phonotrauma (vocal fold nodules or polyps) and 42 healthy matched controls were monitored using an ambulatory voice monitor. Weeklong statistics (average, standard deviation, skewness, kurtosis) for sound pressure level (SPL), fundamental frequency, cepstral peak prominence, the magnitude ratio of the first two harmonics (H1-H2 ), and three vocal dose measures were computed from the neck surface acceleration signal and separated into singing and speech using a singing classifier. Results Mixed analysis of variance models found expected differences between singing and speech in each voice parameter, except SPL kurtosis. SPL skewness, SPL kurtosis, and all H1-H2 distributional parameters differentiated patients and controls when singing and speech were combined. Interaction effects were found in H1-H2 kurtosis and all vocal dose measures. Patients had significantly higher vocal doses in speech compared to controls. Conclusions Consistent with prior work, the pathophysiology of phonotrauma in singers is characterized by more abrupt/complete glottal closure (decreased mean and variation for H1-H2 ) and increased laryngeal forces (negatively skewed SPL distribution) during phonation. Application of a singing classifier to weeklong data revealed that singers with phonotrauma spent more time speaking on a weekly basis, but not more time singing, compared to controls. Results are used as a basis for hypothesizing about the role of speaking voice in the etiology of phonotraumatic vocal hyperfunction in singers.
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Affiliation(s)
- Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | | | - Katherine L. Marks
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - James A. Burns
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Tiffiny Hron
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
- Harvard Medical School, Boston, MA
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Van Stan JH, Park SW, Jarvis M, Stemple J, Hillman RE, Sternad D. Quantitative Assessment of Learning and Retention in Virtual Vocal Function Exercises. J Speech Lang Hear Res 2021; 64:1-15. [PMID: 33285082 PMCID: PMC8608156 DOI: 10.1044/2020_jslhr-20-00357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 09/03/2020] [Accepted: 09/17/2020] [Indexed: 05/30/2023]
Abstract
Purpose Successful voice therapy requires the patient to learn new vocal behaviors, but little is currently known regarding how vocal motor skills are improved and retained. To quantitatively characterize the motor learning process in a clinically meaningful context, a virtual task was developed based on the Vocal Function Exercises. In the virtual task, subjects control a computational model of a ball floating on a column of airflow via modifications to mean airflow (L/s) and intensity (dB-C) to keep the ball within a target range representing a normative ratio (dB × s/L). Method One vocally healthy female and one female with nonphonotraumatic vocal hyperfunction practiced the task for 11 days and completed retention testing 1 and 6 months later. The mapping between the two execution variables (airflow and intensity) and one error measure (proximity to the normative ratio) was evaluated by quantifying distributional variability (tolerance cost and noise cost) and temporal variability (scaling index of detrended fluctuation analysis). Results Both subjects reduced their error over practice and retained their performance 6 months later. Tolerance cost and noise cost were positively correlated with decreases in error during early practice and late practice, respectively. After extended practice, temporal variability was modulated to align with the task's solution manifold. Conclusions These case studies illustrated, in a healthy control and a patient with nonphonotraumatic vocal hyperfunction, that the virtual floating ball task produces quantitative measures characterizing the learning process. Future work will further investigate the task's potential to enhance clinical assessment and treatments involving voice control. Supplemental Material https://doi.org/10.23641/asha.13322891.
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Affiliation(s)
- Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | | | | | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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29
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Van Stan JH, Mehta DD, Ortiz AJ, Burns JA, Marks KL, Toles LE, Stadelman-Cohen T, Krusemark C, Muise J, Hron T, Zeitels SM, Fox AB, Hillman RE. Changes in a Daily Phonotrauma Index After Laryngeal Surgery and Voice Therapy: Implications for the Role of Daily Voice Use in the Etiology and Pathophysiology of Phonotraumatic Vocal Hyperfunction. J Speech Lang Hear Res 2020; 63:3934-3944. [PMID: 33197360 PMCID: PMC8608140 DOI: 10.1044/2020_jslhr-20-00168] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Purpose This study attempts to gain insights into the role of daily voice use in the etiology and pathophysiology of phonotraumatic vocal hyperfunction (PVH) by applying a logistic regression-based daily phonotrauma index (DPI) to predict group-based improvements in patients with PVH after laryngeal surgery and/or postsurgical voice therapy. Method A custom-designed ambulatory voice monitor was used to collect 1 week of pre- and postsurgery data from 27 female patients with PVH; 13 of these patients were also monitored after postsurgical voice therapy. Normative weeklong data were obtained from 27 matched controls. Each week was represented by the DPI, standard deviation of the difference between the first and second harmonic amplitudes (H1-H2). Results Compared to pretreatment, the DPI significantly decreased in the patient group after surgery (Cohen's d effect size = -0.86) and voice therapy (d = -1.06). The patient group DPI only normalized after voice therapy. Conclusions The DPI produced the expected pattern of improved ambulatory voice use across laryngeal surgery and postsurgical voice therapy in a group of patients with PVH. The results were interpreted as providing new objective information about the role of daily voice use in the etiology and pathophysiology of PVH. The DPI is viewed as an estimate of potential vocal fold trauma that relies on combining the long-term distributional characteristics of two parameters representing the magnitude of phonatory forces (neck-surface acceleration magnitude) and vocal fold closure dynamics (H1-H2). Further validation of the DPI is needed to better understand its potential clinical use.
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Affiliation(s)
- Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | - James A. Burns
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Katherine L. Marks
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Tara Stadelman-Cohen
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Carol Krusemark
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Jason Muise
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Tiffiny Hron
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Steven M. Zeitels
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | | | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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Hillman RE, Stepp CE, Van Stan JH, Zañartu M, Mehta DD. An Updated Theoretical Framework for Vocal Hyperfunction. Am J Speech Lang Pathol 2020; 29:2254-2260. [PMID: 33007164 PMCID: PMC8740570 DOI: 10.1044/2020_ajslp-20-00104] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 08/07/2020] [Accepted: 08/09/2020] [Indexed: 05/21/2023]
Abstract
Purpose The purpose of this viewpoint article is to facilitate research on vocal hyperfunction (VH). VH is implicated in the most commonly occurring types of voice disorders, but there remains a pressing need to increase our understanding of the etiological and pathophysiological mechanisms associated with VH to improve the prevention, diagnosis, and treatment of VH-related disorders. Method A comprehensive theoretical framework for VH is proposed based on an integration of prevailing clinical views and research evidence. Results The fundamental structure of the current framework is based on a previous (simplified) version that was published over 30 years ago (Hillman et al., 1989). A central premise of the framework is that there are two primary manifestations of VH-phonotraumatic VH and nonphonotraumatic VH-and that multiple factors contribute and interact in different ways to cause and maintain these two types of VH. Key hypotheses are presented about the way different factors may contribute to phonotraumatic VH and nonphonotraumatic VH and how the associated disorders may respond to treatment. Conclusions This updated and expanded framework is meant to help guide future research, particularly the design of longitudinal studies, which can lead to a refinement in knowledge about the etiology and pathophysiology of VH-related disorders. Such new knowledge should lead to further refinements in the framework and serve as a basis for improving the prevention and evidence-based clinical management of VH.
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Affiliation(s)
- Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | - Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Matías Zañartu
- Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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31
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Heaton JT, Kobler JB, Ottensmeyer MP, Petrillo RH, Tynan MA, Hillman RE, Zeitels SM. Subcutaneous Ports for Chronic Nerve Cuff and Intramuscular Electrode Stimulation in Animal Models. Otolaryngol Head Neck Surg 2020; 164:821-828. [PMID: 32957852 DOI: 10.1177/0194599820960092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Tracking recovery after nerve injury may require many intermittent assessments over long periods, preferably with non- or minimally invasive methods. We developed subcutaneous electrical connection ports (ECPs) for repeated connection to nerve cuff or intramuscular electrodes via transdermal needles and evaluated them during studies of laryngeal reinnervation. STUDY DESIGN Animal experiment. SETTING Laboratory. METHODS ECPs were designed and 3-dimensionally printed for connection to bipolar electrodes with biocompatible polymers. Dual compartments filled with conductive silicone capped with nonconductive silicone were used to make the connections between electrode leads and transdermally inserted needles. Ten dogs (19-29 kg) were implanted with 22 ECPs. In 7 dogs, 11 electrodes were placed on recurrent laryngeal nerves proximal to transection and suture repair to track laryngeal reinnervation. In 6 dogs, 8 spinal accessory nerve cuff electrodes were used to stimulate neck muscle contraction. In 2 dogs, 3 electrodes were implanted in the thyroarytenoid muscle. Stimulation thresholds, electromyography, and videolaryngoscopic imaging were obtained in 156 tests over survival periods up to 32 months. Stimulation data provided information about ECP performance. RESULTS ECPs added negligible resistance to electrodes (mean ± SD, 2.14 ± 0.9 Ω). Despite some electrode leads breaking distally, ECPs were reliable and well tolerated at implant sites and enabled periodic assessment of nerve and muscle function over the time course of laryngeal reinnervation. Histology showed ECP encapsulation as thin layers of connective tissue and minimal acute inflammation. CONCLUSION Custom ECPs are easily fabricated and cause little tissue reaction over months to years of subcutaneous implantation, facilitating long-term physiologic studies.
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Affiliation(s)
- James T Heaton
- Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, USA
| | - James B Kobler
- Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mark P Ottensmeyer
- Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Monica A Tynan
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Robert E Hillman
- Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Steven M Zeitels
- Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, USA
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32
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Espinoza VM, Mehta DD, Van Stan JH, Hillman RE, Zañartu M. Glottal Aerodynamics Estimated From Neck-Surface Vibration in Women With Phonotraumatic and Nonphonotraumatic Vocal Hyperfunction. J Speech Lang Hear Res 2020; 63:2861-2869. [PMID: 32755502 PMCID: PMC7890221 DOI: 10.1044/2020_jslhr-20-00189] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 05/29/2020] [Accepted: 06/10/2020] [Indexed: 05/06/2023]
Abstract
Purpose The purpose of this study was to determine whether estimates of glottal aerodynamic measures based on neck-surface vibration are comparable to those previously obtained using oral airflow and air pressure signals (Espinoza et al., 2017) in terms of discriminating patients with phonotraumatic and nonphonotraumatic vocal hyperfunction (PVH and NPVH) from vocally healthy controls. Method Consecutive /pae/ syllables at comfortable and loud level were produced by 16 women with PVH (organic vocal fold lesions), 16 women with NPVH (primary muscle tension dysphonia), and 32 vocally healthy women who were each matched to a patient according to age and occupation. Subglottal impedance-based inverse filtering of the anterior neck-surface accelerometer (ACC) signal yielded estimates of peak-to-peak glottal airflow, open quotient, and maximum flow declination rate. Average subglottal pressure and microphone-based sound pressure level (SPL) were also estimated from the ACC signal using subject-specific linear regression models. The ACC-based measures of glottal aerodynamics were normalized for SPL and statistically compared between each patient and matched-control group. Results Patients with PVH and NPVH exhibited lower SPL-normalized glottal aerodynamics values than their respective control subjects (p values ranging from < .01 to .07) with very large effect sizes (1.04-2.16), regardless of loudness condition or measurement method (i.e., ACC-based values maintained discriminatory power). Conclusions The results of this study demonstrate that ACC-based estimates of most glottal aerodynamic measures are comparable to those previously obtained from oral airflow and air pressure (Espinoza et al., 2017) in terms of differentiating between hyperfunctional (PVH and NPVH) and normal vocal function. ACC-based estimates of glottal aerodynamic measures may be used to assess vocal function during continuous speech and enables this assessment of daily voice use during ambulatory monitoring to provide better insight into the pathophysiological mechanisms associated with vocal hyperfunction.
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Affiliation(s)
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Speech and Hearing Bioscience and Technology Program, Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Jarrad H. Van Stan
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Speech and Hearing Bioscience and Technology Program, Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Speech and Hearing Bioscience and Technology Program, Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
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Kridgen S, Hillman RE, Stadelman-Cohen T, Zeitels S, Burns JA, Hron T, Krusemark C, Muise J, Van Stan JH. Patient-Reported Factors Associated with the Onset of Hyperfunctional Voice Disorders. Ann Otol Rhinol Laryngol 2020; 130:389-394. [PMID: 32909443 DOI: 10.1177/0003489420956379] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Prevention, diagnosis, and treatment of hyperfunctional voice disorders would be improved by better understanding their etiological contributing factors. Therefore, this study estimated the prevalence of etiological factors using self-reported data about disorder onset from a large cohort of patients with Phonotraumatic Vocal Hyperfunction (PVH) and Non-Phonotraumatic Vocal Hyperfunction (NPVH). METHODS Retrospective chart review extracted the self-reported rate (gradual, sudden) and events associated (voice use, anxiety/stress, upper respiratory infection [URI]) with disorder onset from 1,577 patients with PVH and 979 patients with NPVH. RESULTS Both patient groups reported a gradual onset more than a sudden onset. Voice use was the most frequently reported event for PVH and the NPVH group self-reported all three events at equal frequency. The largest PVH subgroups were associated with voice use while the NPVH subgroups were associated with only voice use, only URI, or only anxiety/stress. CONCLUSION The results support the general clinical view that PVH is most strongly related to the gradual accumulated effects of phonotrauma, while NPVH has a more heterogeneous etiology. The identified PVH and NPVH subgroups may have clinical relevance and future work could investigate differences in treatment and outcomes among these subgroups.
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Affiliation(s)
- Samantha Kridgen
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,MGH Institute of Health Professions, Boston, MA, USA
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,MGH Institute of Health Professions, Boston, MA, USA.,Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - Tara Stadelman-Cohen
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,MGH Institute of Health Professions, Boston, MA, USA
| | - Steven Zeitels
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - James A Burns
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - Tiffiny Hron
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - Carol Krusemark
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,MGH Institute of Health Professions, Boston, MA, USA
| | - Jason Muise
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,MGH Institute of Health Professions, Boston, MA, USA
| | - Jarrad H Van Stan
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA, USA.,MGH Institute of Health Professions, Boston, MA, USA.,Department of Surgery, Harvard Medical School, Boston, MA, USA
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Marks KL, Lin JZ, Burns JA, Hron TA, Hillman RE, Mehta DD. Estimation of Subglottal Pressure From Neck Surface Vibration in Patients With Voice Disorders. J Speech Lang Hear Res 2020; 63:2202-2218. [PMID: 32610028 PMCID: PMC7838842 DOI: 10.1044/2020_jslhr-19-00409] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 03/12/2020] [Accepted: 04/15/2020] [Indexed: 05/15/2023]
Abstract
Purpose Given the established linear relationship between neck surface vibration magnitude and mean subglottal pressure (Ps) in vocally healthy speakers, the purpose of this study was to better understand the impact of the presence of a voice disorder on this baseline relationship. Method Data were obtained from participants with voice disorders representing a variety of glottal conditions, including phonotraumatic vocal hyperfunction, nonphonotraumatic vocal hyperfunction, and unilateral vocal fold paralysis. Participants were asked to repeat /p/-vowel syllable strings from loud-to-soft loudness levels in multiple vowel contexts (/pa/, /pi/, /pu/) and pitch levels (comfortable, higher than comfortable, lower than comfortable). Three statistical metrics were computed to analyze the regression line between neck surface accelerometer (ACC) signal magnitude and Ps within and across pitch, vowel, and voice disorder category: coefficient of determination (r 2), slope, and intercept. Three linear mixed-effects models were used to evaluate the impact of voice disorder category, pitch level, and vowel context on the relationship between ACC signal magnitude and Ps. Results The relationship between ACC signal magnitude and Ps was statistically different in patients with voice disorders than in vocally healthy controls; patients exhibited higher levels of Ps given similar values of ACC signal magnitude. Negligible effects were found for pitch condition within each voice disorder category, and negligible-to-small effects were found for vowel context. The mean of patient-specific r 2 values was .63, ranging from .13 to .92. Conclusions The baseline, linear relationship between ACC signal magnitude and Ps is affected by the presence of a voice disorder, with the relationship being participant-specific. Further work is needed to improve ACC-based prediction of Ps, across treatment, and during naturalistic speech production.
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Affiliation(s)
- Katherine L. Marks
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Rehabilitation Science, MGH Institute of Health Professions, Boston, MA
| | - Jonathan Z. Lin
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
| | - James A. Burns
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
| | - Tiffiny A. Hron
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Department of Surgery, Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Rehabilitation Science, MGH Institute of Health Professions, Boston, MA
- Department of Surgery, Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology Program, Division of Medical Sciences, Harvard Medical School, Boston, MA
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston
- Rehabilitation Science, MGH Institute of Health Professions, Boston, MA
- Department of Surgery, Harvard Medical School, Boston, MA
- Speech and Hearing Bioscience and Technology Program, Division of Medical Sciences, Harvard Medical School, Boston, MA
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Whittico TH, Ortiz AJ, Marks KL, Toles LE, Van Stan JH, Hillman RE, Mehta DD. Ambulatory monitoring of Lombard-related vocal characteristics in vocally healthy female speakers. J Acoust Soc Am 2020; 147:EL552. [PMID: 32611177 PMCID: PMC7316514 DOI: 10.1121/10.0001446] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Speakers typically modify their voice in the presence of increased background noise levels, exhibiting the classic Lombard effect. Lombard-related characteristics during everyday activities were recorded from 17 vocally healthy women who wore an acoustic noise dosimeter and ambulatory voice monitor. The linear relationship between vocal sound pressure level and environmental noise level exhibited an average slope of 0.54 dB/dB and value of 72.8 dB SPL at 50 dBA when correlation coefficients were greater than 0.4. These results, coupled with analyses of spectral and cepstral vocal function measures, provide normative ambulatory Lombard characteristics for comparison with patients with voice-use related disorders.
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Affiliation(s)
- Thomas H Whittico
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , ,
| | - Andrew J Ortiz
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , ,
| | - Katherine L Marks
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , ,
| | - Laura E Toles
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , ,
| | - Jarrad H Van Stan
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , ,
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , ,
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , ,
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36
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Alzamendi GA, Manríquez R, Hadwin PJ, Deng JJ, Peterson SD, Erath BD, Mehta DD, Hillman RE, Zañartu M. Bayesian estimation of vocal function measures using laryngeal high-speed videoendoscopy and glottal airflow estimates: An in vivo case study. J Acoust Soc Am 2020; 147:EL434. [PMID: 32486812 PMCID: PMC7480079 DOI: 10.1121/10.0001276] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 05/01/2020] [Accepted: 05/03/2020] [Indexed: 05/30/2023]
Abstract
This study introduces the in vivo application of a Bayesian framework to estimate subglottal pressure, laryngeal muscle activation, and vocal fold contact pressure from calibrated transnasal high-speed videoendoscopy and oral airflow data. A subject-specific, lumped-element vocal fold model is estimated using an extended Kalman filter and two observation models involving glottal area and glottal airflow. Model-based inferences using data from a vocally healthy male individual are compared with empirical estimates of subglottal pressure and reference values for muscle activation and contact pressure in the literature, thus providing baseline error metrics for future clinical investigations.
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Affiliation(s)
- Gabriel A Alzamendi
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
| | - Rodrigo Manríquez
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
| | - Paul J Hadwin
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
| | - Jonathan J Deng
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
| | - Sean D Peterson
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
| | - Byron D Erath
- Department of Mechanical and Aeronautical Engineering, Clarkson University, Potsdam, New York 13699, USA
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , , , ,
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , , , , , , , ,
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
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37
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Van Stan JH, Mehta DD, Ortiz AJ, Burns JA, Toles LE, Marks KL, Vangel M, Hron T, Zeitels S, Hillman RE. Differences in Weeklong Ambulatory Vocal Behavior Between Female Patients With Phonotraumatic Lesions and Matched Controls. J Speech Lang Hear Res 2020; 63:372-384. [PMID: 31995428 PMCID: PMC7210443 DOI: 10.1044/2019_jslhr-19-00065] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Purpose Previous work using ambulatory voice recordings has shown no differences in average vocal behavior between patients with phonotraumatic vocal hyperfunction and matched controls. This study used larger groups to replicate these results and expanded the analysis to include distributional characteristics of ambulatory voice use and measures indicative of glottal closure. Method Subjects included 180 adult women: 90 diagnosed with vocal fold nodules or polyps and 90 age-, sex-, and occupation-matched controls with no history of voice disorders. Weeklong summary statistics (average, variability, skewness, kurtosis) of voice use were computed from neck-surface acceleration recorded using an ambulatory voice monitor. Voice measures included estimates of sound pressure level (SPL), fundamental frequency (f o), cepstral peak prominence, and the difference between the first and second harmonic magnitudes (H1-H2). Results Statistical comparisons resulted in medium-large differences (Cohen's d ≥ 0.5) between groups for SPL skewness, f o variability, and H1-H2 variability. Two logistic regressions (theory-based and stepwise) found SPL skewness and H1-H2 variability to classify patients and controls based on their weekly voice data, with an area under the receiver operating characteristic curve of 0.85 and 0.82 on training and test sets, respectively. Conclusion Compared to controls, the weekly voice use of patients with phonotraumatic vocal hyperfunction reflected higher SPL tendencies (negatively skewed SPL) with more abrupt glottal closure (reduced H1-H2 variability, especially toward higher values). Further work could examine posttreatment data (e.g., after surgery and/or therapy) to determine the extent to which these differences are associated with the etiology and pathophysiology of phonotraumatic vocal fold lesions.
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Affiliation(s)
- Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | - James A. Burns
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Katherine L. Marks
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Mark Vangel
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Tiffiny Hron
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Steven Zeitels
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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38
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Heaton JT, Kobler JB, Ottensmeyer MP, Petrillo RH, Tynan MA, Mehta DD, Hillman RE, Zeitels SM. Aerodynamically driven phonation of individual vocal folds under general anesthesia in canines. Laryngoscope 2019; 130:1980-1988. [PMID: 31603575 DOI: 10.1002/lary.28333] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 08/09/2019] [Accepted: 09/10/2019] [Indexed: 11/09/2022]
Abstract
OBJECTIVES/HYPOTHESIS We previously developed an instrument called the Aerodynamic Vocal Fold Driver (AVFD) for intraoperative magnified assessment of vocal fold (VF) vibration during microlaryngoscopy under general anesthesia. Excised larynx testing showed that the AVFD could provide useful information about the vibratory characteristics of each VF independently. The present investigation expands those findings by testing new iterations of the AVFD during microlaryngoscopy in the canine model. STUDY DESIGN Animal model. METHODS The AVFD is a handheld instrument that is positioned to contact the phonatory mucosa of either VF during microlaryngoscopy. Airflow delivered through the AVFD shaft to the subglottis drives the VF into phonation-like vibration, which enables magnified observation of mucosal-wave function with stroboscopy or high-speed video. AVFD-driven phonation was tested intraoperatively (n = 26 VFs) using either the original instrument design or smaller and larger versions three-dimensionally printed from a medical grade polymer. A high-fidelity pressure sensor embedded within the AVFD measured VF contact pressure. Characteristics of individual VF phonation were compared with typical two-fold phonation and compared for VFs scarred by electrocautery (n = 4) versus controls (n = 22). RESULTS Phonation was successful in all 26 VFs, even when scar prevented conventional bilateral phonation. The 15-mm-wide AVFD fits best within the anteroposterior dimension of the musculo-membranous VF, and VF contact pressure correlated with acoustic output, driving pressures, and visible modes of vibration. CONCLUSIONS The AVFD can reveal magnified vibratory characteristics of individual VFs during microlaryngoscopy (e.g., without needing patient participation), potentially providing information that is not apparent or available during conventional awake phonation, which might facilitate phonosurgical decision making. LEVEL OF EVIDENCE NA Laryngoscope, 130: 1980-1988, 2020.
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Affiliation(s)
- James T Heaton
- Department of Surgery, Harvard Medical School, Boston, Massachusetts.,Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - James B Kobler
- Department of Surgery, Harvard Medical School, Boston, Massachusetts.,Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Mark P Ottensmeyer
- Department of Radiology, Harvard Medical School, Boston, Massachusetts, U.S.A
| | - Robert H Petrillo
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Monica A Tynan
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Daryush D Mehta
- Department of Surgery, Harvard Medical School, Boston, Massachusetts.,Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Robert E Hillman
- Department of Surgery, Harvard Medical School, Boston, Massachusetts.,Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Steven M Zeitels
- Department of Surgery, Harvard Medical School, Boston, Massachusetts.,Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, Massachusetts
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39
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Mehta DD, Kobler JB, Zeitels SM, Zañartu M, Erath BD, Motie-Shirazi M, Peterson SD, Petrillo RH, Hillman RE. Toward Development of a Vocal Fold Contact Pressure Probe: Bench-Top Validation of a Dual-Sensor Probe Using Excised Human Larynx Models. Appl Sci (Basel) 2019; 9:4360. [PMID: 34084559 PMCID: PMC8171492 DOI: 10.3390/app9204360] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
A critical element in understanding voice production mechanisms is the characterization of vocal fold collision, which is widely considered a primary etiological factor in the development of common phonotraumatic lesions such as nodules and polyps. This paper describes the development of a transoral, dual-sensor intraglottal/subglottal pressure probe for the simultaneous measurement of vocal fold collision and subglottal pressures during phonation using two miniature sensors positioned 7.6 mm apart at the distal end of a rigid cannula. Proof-of-concept testing was performed using excised whole-mount and hemilarynx human tissue aerodynamically driven into self-sustained oscillation, with systematic variation of the superior-inferior positioning of the vocal fold collision sensor. In the hemilarynx experiment, signals from the pressure sensors were synchronized with an acoustic microphone, a tracheal-surface accelerometer, and two high-speed video cameras recording at 4000 frames per second for top-down and en face imaging of the superior and medial vocal fold surfaces, respectively. As expected, the intraglottal pressure signal exhibited an impulse-like peak when vocal fold contact occurred, followed by a broader peak associated with intraglottal pressure build-up during the de-contacting phase. As subglottal pressure was increased, the peak amplitude of the collision pressure increased and typically reached a value below that of the average subglottal pressure. Results provide important baseline vocal fold collision pressure data with which computational models of voice production can be developed and in vivo measurements can be referenced.
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Affiliation(s)
- Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA 02114, USA
- MGH Institute of Health Professions, Boston, MA 02129, USA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
| | - James B. Kobler
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA 02114, USA
- MGH Institute of Health Professions, Boston, MA 02129, USA
| | - Steven M. Zeitels
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA 02114, USA
- MGH Institute of Health Professions, Boston, MA 02129, USA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
| | - Byron D. Erath
- Department of Mechanical & Aeronautical Engineering, Clarkson University, Potsdam, NY 13699, USA
| | - Mohsen Motie-Shirazi
- Department of Mechanical & Aeronautical Engineering, Clarkson University, Potsdam, NY 13699, USA
| | - Sean D. Peterson
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada
| | - Robert H. Petrillo
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA 02114, USA
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Surgery, Massachusetts General Hospital–Harvard Medical School, Boston, MA 02114, USA
- MGH Institute of Health Professions, Boston, MA 02129, USA
- Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
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40
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Deliyski DD, Shishkov M, Mehta DD, Ghasemzadeh H, Bouma B, Zañartu M, de Alarcon A, Hillman RE. Laser-Calibrated System for Transnasal Fiberoptic Laryngeal High-Speed Videoendoscopy. J Voice 2019; 35:122-128. [PMID: 31383516 DOI: 10.1016/j.jvoice.2019.07.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 07/16/2019] [Indexed: 10/26/2022]
Abstract
The design specifications and experimental characteristics of a newly developed laser-projection transnasal flexible endoscope coupled with a high-speed videoendoscopy system are provided. The hardware and software design of the proposed system benefits from the combination of structured green light projection and laser triangulation techniques, which provide the capability of calibrated absolute measurements of the laryngeal structures along the horizontal and vertical planes during phonation. Visual inspection of in vivo acquired images demonstrated sharp contrast between laser points and background, confirming successful design of the system. Objective analyses were carried out for assessing the irradiance of the system and the penetration of the green laser light into the red and blue channels in the recorded images. The analysis showed that the system has irradiance of 372 W/m2 at a working distance of 20 mm, which is well within the safety limits, indicating minimal risk of usage of the device on human subjects. Additionally, the color penetration analysis showed that, with probability of 90%, the ratio of contamination of the red channel from the green laser light is less than 0.002. This indicates minimal effect of the laser projection on the measurements performed on the red data channel, making the system applicable for calibrated 3D spatial-temporal segmentation and data-driven subject-specific modeling, which is important for further advancing voice science and clinical voice assessment.
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Affiliation(s)
- Dimitar D Deliyski
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan.
| | - Milen Shishkov
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Division of Medical Sciences, Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, Massachusetts
| | - Hamzeh Ghasemzadeh
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan; Department of Computational Mathematics Science and Engineering, Michigan State University, East Lansing, Michigan
| | - Brett Bouma
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Matias Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile
| | - Alessandro de Alarcon
- Division of Pediatric Otolaryngology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Division of Medical Sciences, Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, Massachusetts
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41
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Motie-Shirazi M, Zañartu M, Peterson SD, Mehta DD, Kobler JB, Hillman RE, Erath BD. Toward Development of a Vocal Fold Contact Pressure Probe: Sensor Characterization and Validation Using Synthetic Vocal Fold Models. Appl Sci (Basel) 2019; 9. [PMID: 32377408 PMCID: PMC7202565 DOI: 10.3390/app9153002] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Excessive vocal fold collision pressures during phonation are considered to play a primary role in the formation of benign vocal fold lesions, such as nodules. The ability to accurately and reliably acquire intraglottal pressure has the potential to provide unique insights into the pathophysiology of phonotrauma. Difficulties arise, however, in directly measuring vocal fold contact pressures due to physical intrusion from the sensor that may disrupt the contact mechanics, as well as difficulty in determining probe/sensor position relative to the contact location. These issues are quantified and addressed through the implementation of a novel approach for identifying the timing and location of vocal fold contact, and measuring intraglottal and vocal fold contact pressures via a pressure probe embedded in the wall of a hemi-laryngeal flow facility. The accuracy and sensitivity of the pressure measurements are validated against ground truth values. Application to in vivo approaches are assessed by acquiring intraglottal and VF contact pressures using a synthetic, self-oscillating vocal fold model in a hemi-laryngeal configuration, where the sensitivity of the measured intraglottal and vocal fold contact pressure relative to the sensor position is explored.
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Affiliation(s)
- Mohsen Motie-Shirazi
- Department of Mechanical & Aeronautical Engineering, Clarkson University, Potsdam, NY 13699, USA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
| | - Sean D. Peterson
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada
| | - Daryush D. Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
| | - James B. Kobler
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Robert E. Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Byron D. Erath
- Department of Mechanical & Aeronautical Engineering, Clarkson University, Potsdam, NY 13699, USA
- Correspondence:
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42
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Ortiz AJ, Toles LE, Marks KL, Capobianco S, Mehta DD, Hillman RE, Van Stan JH. Automatic speech and singing classification in ambulatory recordings for normal and disordered voices. J Acoust Soc Am 2019; 146:EL22. [PMID: 31370647 PMCID: PMC6624122 DOI: 10.1121/1.5115804] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Ambulatory voice monitoring is a promising tool for investigating phonotraumatic vocal hyperfunction (PVH), associated with the development of vocal fold lesions. Since many patients with PVH are professional vocalists, a classifier was developed to better understand phonatory mechanisms during speech and singing. Twenty singers with PVH and 20 matched healthy controls were monitored with a neck-surface accelerometer-based ambulatory voice monitor. An expert-labeled ground truth data set was used to train a logistic regression on 15 subject-pairs with fundamental frequency and autocorrelation peak amplitude as input features. Overall classification accuracy of 94.2% was achieved on the held-out test set.
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Affiliation(s)
- Andrew J Ortiz
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , ,
| | - Laura E Toles
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , ,
| | - Katherine L Marks
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , ,
| | - Silvia Capobianco
- Universita di Pavia, Pavia, for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , ,
| | - Daryush D Mehta
- Universita di Pavia, Pavia, for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , ,
| | - Robert E Hillman
- Universita di Pavia, Pavia, for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , ,
| | - Jarrad H Van Stan
- Universita di Pavia, Pavia, for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, , ,
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43
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Ghasemzadeh H, Deliyski DD, Ford DS, Kobler JB, Hillman RE, Mehta DD. Method for Vertical Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy. J Voice 2019; 34:847-861. [PMID: 31151853 DOI: 10.1016/j.jvoice.2019.04.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 04/29/2019] [Indexed: 01/28/2023]
Abstract
The ability to provide absolute calibrated measurement of the laryngeal structures during phonation is of paramount importance to voice science and clinical practice. Calibrated three-dimensional measurement could provide essential information for modeling purposes, for studying the developmental aspects of vocal fold vibration, for refining functional voice assessment and treatment outcomes evaluation, and for more accurate staging and grading of laryngeal disease. Recently, a laser-calibrated transnasal fiberoptic endoscope compatible with high-speed videoendoscopy (HSV) and capable of providing three-dimensional measurements was developed. The optical principle employed is to project a grid of 7 × 7 green laser points across the field of view (FOV) at an angle relative to the imaging axis, such that (after calibration) the position of each laser point within the FOV encodes the vertical distance from the tip of the endoscope to the laryngeal tissues. The purpose of this study was to develop a precise method for vertical calibration of the endoscope. Investigating the position of the laser points showed that, besides the vertical distance, they also depend on the parameters of the lens coupler, including the FOV position within the image frame and the rotation angle of the endoscope. The presented automatic calibration method was developed to compensate for the effect of these parameters. Statistical image processing and pattern recognition were used to detect the FOV, the center of FOV, and the fiducial marker. This step normalizes the HSV frames to a standard coordinate system and removes the dependence of the laser-point positions on the parameters of the lens coupler. Then, using a statistical learning technique, a calibration protocol was developed to model the trajectories of all laser points as the working distance was varied. Finally, a set of experiments was conducted to measure the accuracy and reliability of every step of the procedure. The system was able to measure absolute vertical distance with mean percent error in the range of 1.7% to 4.7%, depending on the working distance.
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Affiliation(s)
- Hamzeh Ghasemzadeh
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan; Department of Computational Mathematics Science and Engineering, Michigan State University, East Lansing, Michigan.
| | - Dimitar D Deliyski
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan
| | - David S Ford
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan
| | - James B Kobler
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts
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Mehta DD, Espinoza VM, Van Stan JH, Zañartu M, Hillman RE. The difference between first and second harmonic amplitudes correlates between glottal airflow and neck-surface accelerometer signals during phonation. J Acoust Soc Am 2019; 145:EL386. [PMID: 31153299 PMCID: PMC6520097 DOI: 10.1121/1.5100909] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Miniature high-bandwidth accelerometers on the anterior neck surface are used in laboratory and ambulatory settings to obtain vocal function measures. This study compared the widely applied L1-L2 measure (historically, H1-H2)-the difference between the log-magnitude of the first and second harmonics-computed from the glottal airflow waveform with L1-L2 derived from the raw neck-surface acceleration signal in 79 vocally healthy female speakers. Results showed a significant correlation (r = 0.72) between L1-L2 values estimated from both airflow and accelerometer signals, suggesting that raw accelerometer-based estimates of L1-L2 may be interpreted as reflecting glottal physiological parameters and voice quality attributes during phonation.
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Affiliation(s)
- Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Víctor M Espinoza
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, , , , ,
| | - Jarrad H Van Stan
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Matías Zañartu
- Department of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, , , , ,
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
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45
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Powell ME, Deliyski DD, Zeitels SM, Burns JA, Hillman RE, Gerlach TT, Mehta DD. Efficacy of Videostroboscopy and High-Speed Videoendoscopy to Obtain Functional Outcomes From Perioperative Ratings in Patients With Vocal Fold Mass Lesions. J Voice 2019; 34:769-782. [PMID: 31005449 DOI: 10.1016/j.jvoice.2019.03.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 03/20/2019] [Accepted: 03/21/2019] [Indexed: 11/30/2022]
Abstract
OBJECTIVES A major limitation of comparing the efficacy of videostroboscopy (VS) and high-speed videoendoscopy (HSV) is the lack of an objective reference by which to compare the functional assessment ratings of the two techniques. For patients with vocal fold mass lesions, intraoperative measures of lesion size and depth may serve as this objective reference. This study compared the relationships between the pre- to postoperative change in VS and HSV visual-perceptual ratings to intraoperative measures of lesion size and depth. DESIGN Prospective visual-perceptual study with intraoperative measures of lesion size and depth. METHODS VS and HSV samples were obtained preoperatively and postoperatively from 28 patients with vocal fold lesions and from 17 vocally healthy controls. Two experienced clinicians rated amplitude, mucosal wave, vertical phase difference, left-right phase asymmetry, and vocal fold edge on a visual-analog scale using both imaging techniques. The change in perioperative ratings from VS and HSV was compared between groups and correlated to intraoperative measures of lesion size and depth. RESULTS HSV was as reliable as VS for ratings of amplitude and edge, and substantially more reliable for ratings of mucosal wave and left-right phase asymmetry. Both VS and HSV had mild-moderate correlations between change in perioperative ratings and intraoperative measures of lesion area. Change in function could be obtained in more patients and for more parameters using HSV than VS. Group differences were noted for postoperative ratings of amplitude and edge; however, these differences were within one level of the visual-perceptual rating scale. The presence of asynchronicity in VS recordings renders vibratory features either uninterpretable or potentially distorted and thus should not be rated. CONCLUSIONS Amplitude and edge are robust vibratory measures for perioperative functional assessment, regardless of imaging modality. HSV is indicated for evaluation of subepithelial lesions or if asynchronicity is present in the VS image sequence.
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Affiliation(s)
- Maria E Powell
- Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, Tennessee; Communication Sciences Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Communication Sciences and Disorders, University of Cincinnati, Cincinnati, Ohio.
| | - Dimitar D Deliyski
- Communication Sciences Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Communication Sciences and Disorders, University of Cincinnati, Cincinnati, Ohio; Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan
| | - Steven M Zeitels
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts
| | - James A Burns
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts
| | - Robert E Hillman
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Department of Communication Sciences and Disorders, MGH Institute of Health Professions, Boston, Massachusetts
| | - Terri Treman Gerlach
- Voice and Swallowing Center, Charlotte Eye Ear Nose and Throat Associates, Charlotte, North Carolina
| | - Daryush D Mehta
- Center for Laryngeal Surgery and Voice Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts; Department of Surgery, Harvard Medical School, Boston, Massachusetts; Department of Communication Sciences and Disorders, MGH Institute of Health Professions, Boston, Massachusetts
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Heaton JT, Kobler JB, Otten DM, Hillman RE, Zeitels SM. Development of a Closed-Loop Stimulator for Laryngeal Reanimation: Part 2. Device Testing in the Canine Model of Laryngeal Paralysis. Ann Otol Rhinol Laryngol 2019; 128:53S-70S. [PMID: 30843434 DOI: 10.1177/0003489418820545] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE: Laryngeal paralysis of central or peripheral origin can potentially be treated using functional electrical stimulation (FES) of laryngeal muscles. Experiments in canines (dogs) were performed using implant prototypes capable of closed-loop FES to refine engineering designs and specifications, test surgical approaches for implantation, and better understand the in vivo effects of laryngeal muscle stimulation on short- and long-term glottic function. STUDY DESIGN: Prospective, laboratory. METHODS: We designed and tested a series of microprocessor-based implantable devices that can stimulate glottic opening or closing based on input from physiological control signals (real-time processing of electromyographic [EMG] signals). After acute device testing experiments, 2 dogs were implanted for 8 and 24 months, with periodic testing of closed-loop laryngeal muscle stimulation triggered from EMG signals. In total, 5 dogs were tested for the effects of laryngeal muscle stimulation on vocal fold (VF) posturing in larynges with nerve supplies that were intact (7 VFs), synkinetically reinnervated (2 VFs), or chronically denervated (1 VF). In 3 cases, the stimulation was combined with airflow-driven phonation to study the consequent modulation of phonatory parameters. RESULTS: Initial device prototypes used inductive coupling for power and communication, while later iterations used battery power and infrared light communication (detailed descriptions are provided in the Part 1 companion paper). Two animals were successfully implanted with the inductively powered units, which operated until removed at 8 months in 1 animal or for more than 16 months in the second animal. Surgically, the encapsulated implants were well tolerated, and procedures for placing, attaching, and connecting the devices were developed. To simulate EMG control signals in anesthetized animals, we created 2 types of nerve/muscle signal sources. In one approach, a neck muscle had a cuff electrode placed on its motor nerve that was connected to transdermal electrical connection ports for periodic testing. In the second approach, the recurrent laryngeal nerve on one side of the larynx was stimulated to generate a VF EMG signal, which was then used to trigger FES of the paralyzed contralateral side (eg, restoring VF movement symmetry). Implant testing identified effective stimulation parameters and closed-loop stimulation artifact rejection techniques for FES of both healthy and paralyzed VFs. Stimulation levels effective for VF adduction did not cause signs of discomfort during awake testing. CONCLUSION: Our inductive and battery-powered prototypes performed effectively during in vivo testing, and the 2 units that were implanted for long-term evaluation held up well. As a proof of concept, we demonstrated that elicited neck strap muscle or laryngeal EMG potentials could be used as a control signal for closed-loop stimulation of laryngeal adduction and vocal pitch modulation, depending on electrode positioning, and that VFs were stimulable in the presence of synkinetic reinnervation or chronic denervation.
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Affiliation(s)
- James T Heaton
- 1 Department of Surgery, Harvard Medical School, Boston, MA, USA
- 2 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - James B Kobler
- 1 Department of Surgery, Harvard Medical School, Boston, MA, USA
- 2 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - David M Otten
- 3 Laboratory for Electromagnetic and Electronic Systems, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Robert E Hillman
- 1 Department of Surgery, Harvard Medical School, Boston, MA, USA
- 2 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Steven M Zeitels
- 1 Department of Surgery, Harvard Medical School, Boston, MA, USA
- 2 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
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Otten DM, Kobler JB, Hillman RE, Zeitels SM, Seitter KP, Heaton JT. Development of a Closed-Loop Stimulator for Laryngeal Reanimation, Part 1: Devices. Ann Otol Rhinol Laryngol 2019; 128:33S-52S. [PMID: 30843432 DOI: 10.1177/0003489418820885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE: The goal of this work was to create implantable stimulator systems that could be used in animal experiments on laryngeal paralysis, including "closed-loop" stimulation of impaired muscles triggered by electromyographic (EMG) potentials from healthy muscles. STUDY DESIGN: Iterative device design and testing. METHODS: A series of microcontroller-based implantable devices were built that incorporated increasingly sophisticated features for stimulation, EMG recording, and communication across the skin. Specific engineering challenges included minimizing power consumption, achieving charge-balanced and relatively high stimulation capacity, implementing noninvasive communication across the skin, providing real-time processing of EMG signals, and mitigating effects of shock artifacts. Bench testing was used to verify performance. RESULTS: Two prototypes are described in detail. Each system is based on an "implant" and an external "communication adapter" that interfaces both with the implant and with external computers for adjustments and monitoring. The first version described is inductively powered and referred to as the "inductive laryngeal stimulator." It uses inductive coupling for both power and communication and performs EMG processing in the communication adapter module. The second version, a "battery-powered laryngeal stimulator," consists of an autonomous battery-powered implant with onboard EMG processing and artifact control; it communicates by infrared light with the external communication adapter for setup and monitoring. CONCLUSIONS: The devices met design and performance specifications and have proved useful in the animal experiments that are described in Part 2 of this series. Detailed descriptions of the circuits and their firmware are made available in the Appendix. Level of Evidence: NA.
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Affiliation(s)
- David M Otten
- 1 Laboratory for Electromagnetic and Electronic Systems, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - James B Kobler
- 2 Department of Surgery, Harvard Medical School, Boston, MA, USA.,3 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Robert E Hillman
- 2 Department of Surgery, Harvard Medical School, Boston, MA, USA.,3 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Steven M Zeitels
- 2 Department of Surgery, Harvard Medical School, Boston, MA, USA.,3 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | | | - James T Heaton
- 2 Department of Surgery, Harvard Medical School, Boston, MA, USA.,3 Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
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Zeitels SM, Hillman RE. A Method for Reconstruction of Anterior Commissure Glottal Webs With Endoscopic Fibro-Mucosal Flaps. Ann Otol Rhinol Laryngol 2019; 128:82S-93S. [DOI: 10.1177/0003489418820031] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Anterior-commissure (AC) cicatrization and web formation is a difficult problem that can result from a variety of clinical scenarios. An advancement-rotation flap utilizing papillomatous epithelium and subepithelial fibrous tissue has been previously described. For patients in whom there was not excessive redundant papillomatosis covering the AC web, including other clinical scenarios, a microlaryngoscopic procedure was designed to lengthen the glottal/subglottal aperture using substantial local fibro-mucosal tissue. Although it has been done for over a decade, this approach is not widely known and to our knowledge not photo-documented. Study Design: Retrospective. Material and Methods: An analysis was done with Institutional Review Board approval that identified 42 patients who underwent 53 procedures to treat AC webs, which were reconstructed with local soft-tissue flaps and without any device/stent to maintain the glottal aperture. The microlaryngoscopic method and technical nuances for this approach with and without diseased epithelium are described and photo-documented. Tactical mucosal incisions were made to facilitate advancement and/or rotation of fibro-mucosal flaps with enough length to resurface the medial aspect of 1 vocal fold. The scarred submucosal soft tissue in the AC region was separated with cold instruments, and the flaps were sutured in position. Variations of this method are demonstrated mobilizing fibro-mucosal soft tissue from different locations, including the web itself, contralateral vocal fold, infrapetiole region, and/or the inner aspect of the thyroid lamina below the anterior-commissure tendon. Results: Of the 53 cases in which anterior commissure glottal webs were reconstructed with endoscopic fibro-mucosal flaps, 31 of 53 had recurrent respiratory papillomatosis (RRP). Redundant RRP comprised the majority of the flap in 14 of 31 RRP cases. Fibro-mucosal tissue without a substantial amount of disease occurred in 17 of 31 RRP cases. Of the remaining 22 AC web cases, the primary diagnoses observed were: glottic cancer = 7 of 22, intraepithelial dysplasia = 10 of 22, glottic trauma = 3 of 22, congenital = 1 of 22, and radiotherapy = 1 of 22. Conclusion: Endolaryngeal utilization of local fibro-mucosal tissue to lengthen the glottal/subglottal aperture for AC webs is an effective strategy. It can be done without using devices or keels for webs that are congenital or from nonsurgical trauma, idiopathic disease, or postsurgical traumatic cicatrization of the anterior commissure subsequent to treatment of epithelial disease (eg, cancer, dysplasia, and RRP). Normalizing the architecture of the anterior commissure was a valuable asset in patients who require future treatment of epithelial diseases, especially in an office-based setting.
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Affiliation(s)
- Steven M. Zeitels
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Robert E. Hillman
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
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Zeitels SM, Lombardo PJ, Chaves JL, Faquin WC, Hillman RE, Heaton JT, Kobler JB. Vocal Fold Injection of Absorbable Materials: A Histologic Analysis With Clinical Ramifications. Ann Otol Rhinol Laryngol 2019; 128:71S-81S. [DOI: 10.1177/0003489418805503] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objectives: Gels composed of carboxymethylcellulose (CMC) and cross-linked hyaluronic acid are commonly used as temporary or resorbable injectable materials for vocal fold medialization. However, there is limited information about tissue injection patterns, soft tissue reaction, degradation, and residence time, particularly for the newer CMC gels. Study Design: Prospective, laboratory. Methods: Ten canines underwent paraglottic (deep to the vocal ligament) microlaryngoscopic injection with about 100 µL (0.1 mL) of cross-linked hyaluronic acid (Restylane) in the right vocal fold and about 100 µl (0.1 mL) of CMC gel in the left vocal fold. Two commercial CMC gels of similar formulation (Prolaryn Gel and Renú Gel) were used in 5 animals each. Two subjects were sacrificed for histologic analysis at 3, 13, 29, 42, and 55 days. Results: Histology showed that injected Restylane formed cohesive ovoid-shaped aggregated implants with minimal dispersion, inflammation, or cellular invasion in all subjects. Approximately 86% of Restylane injected remained at 8 weeks, as estimated from postmortem, high-resolution magnetic resonance imaging scans. In contrast, histology showed that both CMC gels dispersed widely through fascial planes during and after injection within and outside the thyroarytenoid muscle fascicles. There was a robust macrophage and histiocyte phagocytic response, with moderate to severe inflammation noted around residual CMC gel at early time points, and at 6 to 8 weeks, very little free gel was observed. Conclusions: None of the studied materials induced a clinical inflammatory reaction on laryngoscopy such that they would be considered problematic or dangerous. Restylane demonstrated superior injection localization, tissue compatibility, and residence time. Both CMC gels did not localize well in the paraglottic region, and there was a robust inflammatory response, with clearance by macrophages and short residence time. These results suggest that CMC gels may have a more limited application than previously thought for vocal fold medialization in patients in whom the injection is being used to achieve voice enhancement while awaiting reinnervation. Level of Evidence: NA
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Affiliation(s)
- Steven M. Zeitels
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Patrick J. Lombardo
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Jaime L. Chaves
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - William C. Faquin
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - Robert E. Hillman
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - James T. Heaton
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - James B. Kobler
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
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Zeitels SM, Lombardo P, Chaves JL, Burns JA, Hillman RE, Heaton JT, Kobler JB. Glottic Stenosis: An Anatomic Analysis and New Treatment With a Self-Retaining Interarytenoid Spring. Ann Otol Rhinol Laryngol 2019; 128:94S-105S. [DOI: 10.1177/0003489418802284] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction: Endotracheal (ET) intubation is a common cause of acquired glottic stenosis. Severe cases often require an irreversible arytenoidectomy/cordectomy, which typically results in poor voice quality. Adult human cadaver larynges were studied to gain insights about ET tube–induced posterior glottic injuries, hoping to create a less invasive remedy. Study Design: Human cadaver investigation and case reports. Methods: Microlaryngeal assessments were done on 10 human cadaver larynges (5 men, 5 women) with and without ET tubes. After supracricoid soft tissue resection, measurements were obtained, including the distance between the outer diameter of the ET tube and the medial aspect of the cricoarytenoid joint facet. Additionally, measurements of the circumferential arc of differently sized ET tubes were made alongside both cricoarytenoid joint capsules. This information was used to design a silastic stent that would function as a self-retaining interarytenoid spring to treat posterior glottic stenosis in 5 patients. Four of 5 patients included in the clinical study were tracheotomy dependent, primarily because of glottic stenosis. The human surgical technique is described in detail. Results: The shortest distance between the outer diameter of the ET tube to the medial cricoid facet averaged 5.02 mm in men and 3.62 mm in women. On the basis of the diameter of the intralaryngeal component of the initially round stent, and the position of the cricoarytenoid joint facets, the interarytenoid spring would have a subtended arc between 110° and 175°. These data helped fashion parameters for modifying a conventional T-tube to form a new self-retaining silastic interarytenoid spring. The first 5 human cases have been successful, allowing effective tracheotomy tube decannulation and excellent voice quality. Conclusions: The anatomic investigation herein provided key insights into ET tube–induced glottic stenosis and facilitated a new straightforward procedure to surgically improve the airway yet preserve excellent vocal function in patients with acquired glottic stenosis. Level of Evidence: NA
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Affiliation(s)
- Steven M. Zeitels
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Patrick Lombardo
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Jaime L. Chaves
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - James A. Burns
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Robert E. Hillman
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - James T. Heaton
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - James B. Kobler
- Department of Surgery, Harvard Medical School, Boston, MA, USA
- Division of Laryngeal Surgery, Massachusetts General Hospital, Boston, MA, USA
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