Laryngotracheal Reconstruction for Subglottic and Tracheal Stenosis.

Laryngotracheal stenosis is the common endpoint for any process that results in the narrowing of the airway at the level of the glottis, subglottis, or trachea. Although endoscopic procedures are effective in opening the airway lumen, open resection and reconstruction can be necessary to reconstitute a functional airway. When resection and anastomosis are insufficient due to extensive length or location of the stenosis, autologous grafts can be used to expand the airway. Future directions in airway reconstruction include tissue engineering and allotransplantation.

Gender, Smoking History, and Age Prediction from Laryngeal Images.

Flexible laryngoscopy is commonly performed by otolaryngologists to detect laryngeal diseases and to recognize potentially malignant lesions. Recently, researchers have introduced machine learning techniques to facilitate automated diagnosis using laryngeal images and achieved promising results. The diagnostic performance can be improved when patients' demographic information is incorporated into models. However, the manual entry of patient data is time-consuming for clinicians. In this study, we made the first endeavor to employ deep learning models to predict patient demographic information to improve the detector model's performance. The overall accuracy for gender, smoking history, and age was 85.5%, 65.2%, and 75.9%, respectively. We also created a new laryngoscopic image set for the machine learning study and benchmarked the performance of eight classical deep learning models based on CNNs and Transformers. The results can be integrated into current learning models to improve their performance by incorporating the patient's demographic information.

Interpretable Computer Vision to Detect and Classify Structural Laryngeal Lesions in Digital Flexible Laryngoscopic Images.

OBJECTIVE: To localize structural laryngeal lesions within digital flexible laryngoscopic images and to classify them as benign or suspicious for malignancy using state-of-the-art computer vision detection models. STUDY DESIGN: Cross-sectional diagnostic study SETTING: Tertiary care voice clinic METHODS: Digital stroboscopic videos, demographic and clinical data were collected from patients evaluated for a structural laryngeal lesion. Laryngoscopic images were extracted from videos and manually labeled with bounding boxes encompassing the lesion. Four detection models were employed to simultaneously localize and classify structural laryngeal lesions in laryngoscopic images. Classification accuracy, intersection over union (IoU) and mean average precision (mAP) were evaluated as measures of classification, localization, and overall performance, respectively. RESULTS: In total, 8,172 images from 147 patients were included in the laryngeal image dataset. Classification accuracy was 88.5 for individual laryngeal images and increased to 92.0 when all images belonging to the same sequence (video) were considered. Mean average precision across all four detection models was 50.1 using an IoU threshold of 0.5 to determine successful localization. CONCLUSION: Results of this study showed that deep neural network-based detection models trained using a labeled dataset of digital laryngeal images have the potential to classify structural laryngeal lesions as benign or suspicious for malignancy and to localize them within an image. This approach provides valuable insight into which part of the image was used by the model to determine a diagnosis, allowing clinicians to independently evaluate models' predictions.

Posterior Glottic Injury Following Prolonged Intubation in COVID-19 Patients.

OBJECTIVE: The objective of this study was to characterize the risk factors for posterior glottic injury (PGI) in patients with coronavirus disease 2019 (COVID-19) who underwent prolonged intubation. STUDY DESIGN: This was a case-control study designed to assess the risk factors associated with development of PGI in COVID-19 patients who underwent prolonged intubation. SETTING: This single-center study was conducted at a tertiary care academic hospital in a metropolitan area. METHODS: We retrospectively reviewed patients who underwent prolonged intubation (≥7 days) for COVID-19 and compared those with PGI to those without. Patient demographics, comorbidities, and intubation characteristics were compared. Factors associated with PGI development among COVID-19 patients were assessed using multivariate regression. RESULTS: We identified 56 patients who presented with PGI following prolonged intubation for COVID-19 and 60 control patients who underwent prolonged intubation for COVID-19 but did not develop PGI. On univariate analyses, the number of reintubations due to failed extubation efforts was significantly associated with development of PGI (odds ratio [OR], 2.9; 95% CI, 1.4-6.2). On multivariate analyses, patients with cardiovascular disease (OR, 3.3; 95% CI, 1.2-9.0); non-COVID-19 respiratory illnesses, which included obstructive sleep apnea and asthma (OR, 5.9; 95% CI, 2.0-17.8); and diabetes mellitus (OR, 11.6; 95% CI, 3.7-36.6) were more likely to develop PGI. CONCLUSION: Our results represent the largest case-control study investigating risk factors for PGI in the setting of prolonged intubation specific to COVID-19. Our study suggests a significant role of comorbidities associated with poor wound healing with development of PGI.

Harnessing the Power of Artificial Intelligence in Otolaryngology and the Communication Sciences.

Use of artificial intelligence (AI) is a burgeoning field in otolaryngology and the communication sciences. A virtual symposium on the topic was convened from Duke University on October 26, 2020, and was attended by more than 170 participants worldwide. This review presents summaries of all but one of the talks presented during the symposium; recordings of all the talks, along with the discussions for the talks, are available at https://www.youtube.com/watch?v=ktfewrXvEFg and https://www.youtube.com/watch?v=-gQ5qX2v3rg . Each of the summaries is about 2500 words in length and each summary includes two figures. This level of detail far exceeds the brief summaries presented in traditional reviews and thus provides a more-informed glimpse into the power and diversity of current AI applications in otolaryngology and the communication sciences and how to harness that power for future applications.

Internal Auditory Canal Diverticula in Children: A Congenital Variant.

OBJECTIVES/HYPOTHESIS: Internal auditory diverticula in adults have been found to exist independent of otosclerosis, and in the presence of otosclerosis. We sought to determine the prevalence of internal auditory canal (IAC) diverticula in a pediatric cohort, to assess whether IAC diverticula are a risk factor for hearing loss, and the co-occurrence of otic capsule hypoattenuation. STUDY DESIGN: Retrospective review. METHODS: A single-site retrospective review of high-resolution temporal bones computed tomography (CT) scans including the presence and size of diverticula and hypoattenuation of the otic capsule. Demographic, imaging, and audiometric data were collected and descriptively analyzed. Bivariate analysis of collected variables was conducted. Comparisons between sides in unilateral cases were also performed. RESULTS: 16/600 (2.7%; 95% CI [2.0%, 3.4%]) were found to have IAC diverticula. Six were bilateral. Thirty-one patients (5.2%) were found to have hypoattenuation of the otic capsule. There were no coincident cases of IAC diverticulum and hypoattenuation of the otic capsule. There was no association between the presence of IAC diverticula and age (P = .13). In six patients with unilateral diverticula, pure tone average (P = .42), and word recognition (P = .27) scores were not significantly different when compared to the normal, contralateral side. CONCLUSIONS: The prevalence of IAC diverticula in children is lower than the prevalence in adults. IAC diverticula in children likely represent congenital variants of temporal bone anatomy. Similar to adult populations, there is evidence that IAC diverticula in children are likely not an independent risk factor for hearing loss. LEVEL OF EVIDENCE: 4 Laryngoscope, 131:E1683-E1687, 2021.

Comparative Evaluation and Management of Dysphonia Between Adults <65 and ≥65 Years of Age.

OBJECTIVE: To compare presenting symptoms, etiology, and treatment outcomes among dysphonic adults <65 and ≥65 years of age. STUDY DESIGN: Retrospective cohort study. SETTING: Tertiary care voice center between January 2011 and June 2016. METHODS: A total of 755 patients presenting for dysphonia were included in the study: 513 adults <65 years of age and 242 adults ≥65. Data collected included demographics, referral information, prior diagnoses, prior treatments, clinical examination findings, diagnosis, coexisting symptoms, treatments, and pre- and postintervention Voice Handicap Index scores. Statistical analysis was performed with SPSS to determine significant relationships between variables of interest. RESULTS: The most common etiologies of dysphonia were vocal cord atrophy (44.8%) in the ≥65 cohort and benign vocal cord lesions (17.8%) in the <65 cohort. When compared with adults <65 years old, patients ≥65 had a higher incidence of neurologic dysphonia (P = .006) and vocal cord atrophy (P < .001) but were less likely to have laryngopharyngeal reflux (P = .001), benign vocal cord lesions (P < .001), or muscle tension dysphonia (P < .001). Overall, 139 patients had surgery, 251 received medical therapy, and 156 underwent voice therapy. The ≥65 cohort demonstrated improvement in Voice Handicap Index scores after surgery (P = .001) and voice therapy (P = .034), as did the <65 cohort (surgery, P < .001; voice therapy, P = .015). Adult surgical patients <65 reported greater improvements than patients ≥65 (P = .021). CONCLUSIONS: There are notable differences in the pathophysiology of dysphonia between patients aged ≥65 and <65 years. Although adults <65 reported slightly better outcomes with surgery, patients ≥65 obtained significant benefit from surgery and voice therapy.

The Reflux Symptom Index and Symptom Overlap in Dysphonic Patients.

OBJECTIVES/HYPOTHESIS: The Reflux Symptom Index (RSI) is a validated quality-of-life instrument that quantifies symptoms associated with laryngopharyngeal reflux (LPR). Many dysphonic patients are managed empirically for reflux. In this study, we examine responses to the RSI in patients with dysphonia attributable to a variety of pathologies. STUDY DESIGN: Retrospective cohort study. METHODS: This is an institutional review board-approved study. All patients presented to a tertiary care voice center January 2011 to June 2016 with the chief complaint of dysphonia. Patients were analyzed by 1) diagnosis and 2) treatment modality: surgery, medicine, or voice therapy (VT). Data collected included pre- and postintervention RSI and Voice Handicap Index, demographic, and clinical information. Statistical analysis was performed using SPSS. RESULTS: Five hundred forty-six dysphonic patients were included. One hundred forty required surgery, 155 were treated with VT alone, and 251 were medically managed (MM). Prior to therapy, 63.4% of surgery patients, 62.5% of VT patients, and 74.6% of MM patients had an abnormal RSI with a score greater than 13. The most common diagnosis for each group was vocal cord paresis/paralysis (surgery), vocal fold atrophy (VT), and LPR (MM). There was a statistically significant improvement in RSI after treatment for each group. CONCLUSIONS: In patients with dysphonia, pretreatment RSI scores were elevated for a variety of laryngeal pathologies. Scores often improved with directed treatment, regardless of etiology. This highlights the symptom overlap between reflux and nonreflux causes of dysphonia, and the importance of a comprehensive workup for patients with voice complaints. LEVEL OF EVIDENCE: 4 Laryngoscope, 130:2631-2636, 2020.

The role of quality-of-life instruments in predicting voice therapy dropout.

OBJECTIVES/HYPOTHESIS: Voice therapy (VT) is essential to the successful management of voice disorders. Despite this, two-thirds of patients drop out of therapy before completion. In this study we examine whether responses to specific question items or domains from the Voice Handicap Index (VHI) are associated with VT compliance. STUDY DESIGN: Single-institution retrospective cohort study. METHODS: All patients presented to a tertiary care center between January 2011 and June 2016 with dysphonia. Patients were excluded if seen by speech language pathology (SLP) for preoperative assessment only, there was no order for therapy, or there was no documentation of therapy performed at outside facilities. Data collected included VHI responses, demographics, diagnosis, social history, and clinical exam. Patients were divided into three groups for analysis: 1) did not attend therapy, 2) partially completed therapy, or 3) completed therapy. RESULTS: Of 489 patients referred for VT, 36.2% did not attend, 36.0% partially completed VT, and 27.8% completed VT. Patients who did not attend had significantly lower scores in VHI, VHI-10, and each of the VHI domains. There was a significant difference in age between VT groups, with those electing to not attend representing older age. Patients who attended VT were more likely to use their voice for work (P = .015). There were statistically significant differences among the groups for six VHI question items. CONCLUSIONS: Understanding patient motivations, whether a patient uses their voice for work, and specific responses to the VHI questionnaire may allow clinicians to better understand patient engagement in voice therapy. LEVEL OF EVIDENCE: 4 Laryngoscope, 128:2832-2837, 2018.

Endobronchial Non-Tuberculosis Mycobacterium Infection Presenting in a Healthy Child.

OBJECTIVES: To describe a safe and effective treatment for endobronchial Mycobacterium avium complex. METHODS: Case report and literature review. RESULTS: We present a case of endobronchial M. avium complex in a healthy child treated with serial carbon-dioxide laser excisions and antibiotic triple therapy using azithromycin, rifampin, and ethambutol. No current guideline for the treatment of these lesions in the pediatric population exists. CONCLUSIONS: In patients with airway impingement, serial endoscopic surgical resection combined with antibiotics can provide safe and effective management.

Hypertrophic Pachymeningitis of the Internal Auditory Canal: A Rare Case of Unilateral Sudden Sensorineural Hearing Loss.

OBJECTIVES: To describe and increase awareness of a rare cause of unilateral sudden sensorineural hearing loss. METHODS: Case report and literature review. RESULTS: We present a 66-year-old female who suffered left-sided sudden sensorineural hearing loss and dizziness. Diagnostic magnetic resonance imaging (MRI) did not reveal masses or lesions along the eighth cranial nerve or in the inner ear. Upon eventual referral to neurotology clinic, hypertrophic pachymeningitis of her left internal auditory canal and adjacent middle and posterior fossa dura were identified. The ensuing laboratory workup for autoimmune and infectious etiology revealed mild elevation of ACE 93 (9-67) but otherwise normal results. CONCLUSIONS: Idiopathic hypertrophic pachymeningitis is a diagnosis of exclusion. Neoplastic, infectious, and autoimmune causes must be ruled out. The prevailing treatment for this condition is high-dose corticosteroids. This entity should be considered when evaluating MRI scans obtained in the setting of sudden sensorineural hearing loss.

Incidence and Risk Factors for Sigmoid Venous Thrombosis Following CPA Tumor Resection.

OBJECTIVE: Our primary aim was to determine the incidence of sigmoid venous thrombosis (SVT) and determine risks factors and sequelae of SVT following cerebellopontine angle tumor resection. STUDY DESIGN: Retrospective cohort study. SETTING: Academic tertiary care hospital. PATIENTS: Patients over 18 years of age who underwent resection of cerebellopontine angle meningioma or vestibular schwannoma from January 2005 to April 2016 who had postoperative magnetic resonance imaging. INTERVENTION(S): Diagnostic. MAIN OUTCOME MEASURE(S): Incidence of postoperative sigmoid venous thrombosis (SVT) from official radiology reports was compared with retrospective imaging review by our institutional neuroradiologists. Data collected included age, length of stay, body mass index, surgical approach, and postoperative complications. RESULTS: A total of 127 patients were identified. Official radiology reads significantly underreported the incidence of postoperative SVT compared with retrospective review by our institutional neuroradiologist for patients who underwent routine postoperative imaging (n = 4 [3.1%] versus n = 22 [17.3%]; p < 0.001). There was a statistical trend toward increased risk for thrombosis in patients undergoing translabyrinthine and staged resection that did not reach significance (p = 0.068). Cerebrospinal fluid (CSF) leak incidence in patients with thrombosis was significantly increased (n = 9 [37.5%] versus n = 13 [12.6%]; p = 0.007). When controlling for approach, the presence of thrombus was associated with a more then three-fold increase in odds of CSF leak (OR = 3.28, 95% CI: 1.12-9.48, p = 0.030). There was no correlation between SVT and age (p = 0.788), body mass index (p = 0.686), length of stay (p = 0.733), preoperative tumor size (p = 0.555), or increased postoperative ICP (p = 0.645). Only one patient was symptomatic from sigmoid thrombosis compared with 21 who were not. CONCLUSION: Incidence of SVT is significantly underreported and may predispose patients to increase risk for CSF leak. Staged and translabyrinthine approaches demonstrate an increased trend toward thrombosis risk. Our findings suggest it may not be necessary to treat asymptomatic SVT.