Creating Patient-Specific 3D-Printed Airway Models for Slide Tracheoplasty.

This protocol describes the method for creating 3D-printed trachea models for use in high-fidelity simulation-based training and advanced surgical planning for pediatric patients undergoing slide tracheoplasty. The goal is to provide a template and methodology to allow for replicability and more widespread dissemination of these models to improve clinical training and patient care. Laryngoscope, 2024.

Respiratory distress in a neonate: Inflation of a third branchial anomaly with positive airway pressure.

Positive airway pressure from noninvasive ventilation is an essential tool for many pediatric patients with respiratory distress. We present a case of an unknown third branchial anomaly that was diagnosed following inflation with continuous positive airway pressure (CPAP), which exacerbated the infant's respiratory distress.

Injection Medialization in Infants with Vocal Fold Immobility Improves Dysphagia.

BACKGROUND: Unilateral vocal fold immobility (VFI) is a known cause of morbidity amongst children following congenital heart surgery. Injection medialization (IM) provides medial distraction and improves glottic closure. Limited objective data is available for the effect of IM in young children (<2 years-old) with VFI. METHODS: Retrospective case series of infants <2 who underwent IM for VFI after congenital cardiac surgery. Primary outcome was objective reduced risk of aspiration based on Dysphagia and Outcome Severity Scores (DOSS) on Video swallow study (VFSS) performed prior to and within 4 weeks following IM. Secondary analysis included perioperative complications and number of children who were able to avoid NG or G tube placement. RESULTS: 17 children <2 years of age had unilateral VFI after congenital cardiac surgery and underwent IM. The median age at time of initial cardiac surgery was 6 days (IQR 3-7). There was no intraoperative or postoperative stridor or associated complications. All 17 patients had preoperative aspiration noted on VFSS. Average swallowing outcomes on VFSS improved after IM with an increase in DOSS score (preop score 3 (IQR 2-4) to postop score 6.5 (IQR 5-7) [P = 0.001]). At 2 months following IM, of the patients who had improvement in swallowing function, 50% (n = 6) were able to feed completely orally, 25% (n = 3) were fed orally with an NG wean, and 3 (25%) had a G tube placed. CONCLUSION: Initial results suggest that IM is safe and improves early objective swallowing outcomes in children <2 years old with VFI after congenital cardiac surgery. LEVEL OF EVIDENCE: IV Laryngoscope, 2024.

Suspension Microesophagoscopy for Endoscopic Suture Closure of Pediatric Tracheoesophageal Fistula.

A 15-year-old male with previous open tracheoesophageal fistula (TEF) repair presented with a large, short recurrent TEF. The TEF was denuded with cautery on the tracheal side and the patient was intubated with a cuffed endotracheal tube. Suspension microesophagoscopy allowed excellent exposure of the TEF from the esophageal side, which was cauterized. Four sutures were placed endoscopically from the esophageal side, and the TEF remained closed 6 months postoperatively. Laryngoscope, 2024.

Public knowledge of button battery ingestions: A social media based cross-sectional analysis.

INTRODUCTION: Button battery (BB) ingestion injuries are a devastating and preventable event within the pediatric population. Efforts to reduce the prevalence of esophageal button battery ingestion injuries include primary preventative measures. It is integral to assess the public's baseline knowledge about BB injuries to tailor future primary prevention efforts. METHODS: This is a crowdsourcing survey-based study. Participants were notified through our institution's Twitter and Instagram accounts. RESULTS: There were 930 completed survey responses from May to June 2022. The survey found that 87% (791/910) knew that swallowing a BB could cause injury and 71% knew that it could cause death (642/905). Eight-five percent of respondents did not know what signs and symptoms to look for after BB ingestion, only 30% (99/340) of healthcare professionals felt they would know. Only 10.1% (94/930) of participants knew to give children over 12 months old honey after suspected BB ingestion. Thirty-four percent (311/930) knew that complications could still occur even after BB were removed. Seventy-seven percent (719/930) knew that a dead BB could cause injury but only 17% knew the correct way to dispose of a dead button battery (158/930). Only 8% (72/930) of participants were knew that wrapping dead BB in tape could potentially prevent injury. CONCLUSION: The current study reveals gaps in the public's understanding of BB injury including: the presentation of BB injuries; the delayed harm of BB impactions; management and mitigation strategies, and BB disposal methods. This survey provided imperative insights to help guide future education and primary prevention initiatives.

Oral Sucrose in Infants Undergoing Flexible Nasolaryngoscopy: A Blinded Randomized Pilot Study.

INTRODUCTION: Flexible nasolaryngoscopy (FNL) is a common, uncomfortable procedure performed to assess the upper airway in infants. Oral sucrose is used during various painful procedures in infants but has not been used during FNL. Our objective was to understand the impact of oral sucrose on discomfort in infants undergoing FNL. METHODS: Infants (<12-months-old) undergoing FNL in the otolaryngology clinic were randomized to treatment (0.5 mL 24% oral sucrose) or standard management (no sucrose). Sucrose was administered <2 min prior to FNL performed by a single endoscopist. Outcome measures included: EVENDOL pain scale and cry duration and visit duration. Infant discomfort was measured by a second observer who was blinded to treatment group. RESULTS: Forty-seven infants were included, 23 were treated with sucrose and 24 with standard management. The median (IQR) age was 3.0 (2-5.7) months. There were no significant differences in age, weight, or sex across groups. The median (IQR) duration of FNL was 35.2 (26.5-58.4) and 36.4 (28.9-51.8) seconds for treatment and standard management groups, respectively. Mean (SD) EVENDOL scores were significantly lower in the sucrose group [4.9 (2.0)] than standard group (6.7 [2.1]) (p = 0.003). Mean cry duration after FNL was significantly shorter in the sucrose group (29.9 [20.4] seconds) than the standard group (52.7.0 [40.6] seconds) (p = 0.02). Median (IQR) visit duration did not differ across groups (1.1 [0.9-1.3] vs. 1.1 [0.7-1.4] h [p = 0.15]). CONCLUSION: Oral sucrose given before FNL reduced EVENDOL scores and cry duration after FNL and did not prolong clinic visits in this randomized pilot study. LEVEL OF EVIDENCE: 2 Laryngoscope, 2024.

Pediatric Esophageal Foreign Bodies: The Role of Socioeconomic Status in Ingestion Patterns.

OBJECTIVE: Pediatric esophageal foreign bodies (EFBs) are common and can result in serious complications. Little is known about the influence of socioeconomic status (SES) on EFB ingestion in children. The goal was to study SES as a risk factor for dangerous foreign body ingestion and in-hospital complications in children. METHODS: This was a retrospective cohort study of children presenting to a tertiary care pediatric hospital with an esophageal foreign body from 2010 to 2021. SES was assessed for each patient by linking their postal code to the Ontario Marginalization Index to determine a quintile score across four dimensions of deprivation: residential instability, material deprivation, dependency, and ethnic concentration. Dangerous EFBs were defined as magnets, batteries, sharp objects, or bones. In-hospital complications included: intensive care unit admission, prolonged length of stay, and postoperative sequelae. RESULTS: A total of 680 patients were included. Dangerous EFB ingestion was higher for children with increased residential instability (odds ratio [OR], 2.1; 95% confidence interval [CI], 1.2-3.6) and increased material deprivation (OR, 2.2; CI, 1.9-2.8), which was similarly true for odds of complications. Odds of dangerous EFB ingestion were higher in older children (OR, 1.1; CI, 1.0-1.1) and odds of complications were higher in children with comorbidities (OR, 1.1; CI, 1.0-1.3). CONCLUSION: Higher levels of housing instability and material deprivation are associated with dangerous EFB ingestion and complications related to EFB ingestion. These findings emphasize the role that SES plays on child health outcomes and the need for initiatives to mitigate these disparities. LEVEL OF EVIDENCE: 3 Laryngoscope, 134:2945-2953, 2024.

Percutaneous tracheostomy in the pediatric population: A systematic review.

OBJECTIVE: Percutaneous tracheostomy is routinely performed in adult patients but is seldomly used in the pediatric population due to concerns regarding safety and limited available evidence. This study aims to consolidate the current literature on percutaneous tracheostomy in the pediatric population. METHODS: A systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines was conducted. MEDLINE, EMBASE, CINAHL, and Web of Science were searched for studies on pediatric percutaneous tracheostomy (age ≤18). The Joanna Briggs Institute and ROBINS-I tools were used for quality appraisal. RESULTS: Twenty-one articles were included resulting in 143 patients. Patient age ranged from 2 days to 17 years, with the largest subpopulation of patients (n = 57, 40 %) being adolescents (age between 12 and 17 years old). Main indications for percutaneous tracheostomy included prolonged ventilation (n = 6), respiratory insufficiency (n = 5), and upper airway obstruction (n = 5). One-third (n = 47) of percutaneous tracheostomies were completed at the bedside in an intensive care unit. Select studies reported on surgical time and time from intubation to tracheostomy with a mean of 13.8 (SD = 7.8) minutes (n = 27) and 8.9 (SD = 2.8) days (n = 35), respectively. Major postoperative complications included tracheoesophageal fistula (n = 4, 2.8 %) and pneumothorax (n = 3, 2.1 %). There were four conversions to open tracheostomy. CONCLUSION: Percutaneous tracheostomy had a similar risk of complications to open surgical tracheostomy in children and adolescents and can be performed at the bedside in a select group of patients if necessary. However, we feel that consideration must be given to the varying anatomical considerations in children and adolescents compared with adults, and therefore suggest that this procedure be reserved for adolescent patients with a thin body habitus and clearly demarcated and palpable anatomical landmarks who require a tracheostomy. When performed, we strongly support using endoscopic guidance and a surgeon who has the ability to convert to an open tracheostomy if required.

Preoperative Imaging and Surgical Findings in Pediatric Frontonasal Dermoids.

OBJECTIVE: To review cases of congenital frontonasal dermoids to gain insight into the accuracy of preoperative computed tomography (CT) and magnetic resonance imaging (MRI) in predicting intracranial extension. METHODS: This retrospective study included all patients who underwent primary excision of frontonasal dermoids at an academic children's hospital over a 23-year period. Preoperative presentation, imaging, and operative findings were reviewed. Receiver operating characteristic (ROC) statistics were generated to determine CT and MRI accuracy in detecting intracranial extension. RESULTS: Search queries yielded 129 patients who underwent surgical removal of frontonasal dermoids over the study period with an average age of presentation of 12 months. Preoperative imaging was performed on 122 patients, with 19 patients receiving both CT and MRI. CT and MRI were concordant in the prediction of intracranial extension in 18 out of 19 patients. Intraoperatively, intracranial extension requiring craniotomy was seen in 11 patients (8.5%). CT was 87.5% sensitive and 97.4% specific for predicting intracranial extension with an ROC of 0.925 (95% CI [0.801, 1]), whereas MRI was 60.0% sensitive and 97.8% specific with an ROC of 0.789 (95% CI [0.627, 0.950]). CONCLUSION: This is the largest case series in the literature describing a single institution's experience with frontonasal dermoids. Intracranial extension is rare and few patients required craniotomy in our series. CT and MRI have comparable accuracy at detecting intracranial extension. Single-modality imaging is recommended preoperatively in the absence of other clinical indications. LEVEL OF EVIDENCE: 4 Laryngoscope, 134:1961-1966, 2024.

Impact of Ketorolac on Reoperation for Hemorrhage After Pediatric Tonsillectomy: A Single-Center Retrospective Propensity-Matched Study.

OBJECTIVE: To determine if perioperative ketorolac is associated with an increased rate of reoperation for hemorrhage after pediatric tonsillectomy at 30 days and 48 hours. STUDY DESIGN: Single-center retrospective propensity-matched study. SETTING: Quaternary pediatric hospital and ambulatory surgery center. METHODS: Patients less than 18 years old undergoing tonsillectomy or adenotonsillectomy between January 1, 2015 and October 1, 2020 were included. Hemorrhage rates between exposed (K+) and unexposed (K-) patients were calculated for the total cohort and a 1:1 propensity-matched cohort. Additional analyses included: multivariable logistic regression, subgroup analysis of ASA 1 and 2 patients, subgroup analysis comparing children with teenagers. RESULTS: There were 5873 patients (42.1% K+) in the full cohort and 4694 patients in the propensity-matched cohort. Reoperation for hemorrhage within 30 days occurred in 1.9% of K+ patients and 1.6% of K- patients (P = 0.455) in the full cohort and 1.9% of K+ patients and 1.7% of K- patients (odds ratio [OR] 1.10, 95% confidence interval [CI] 0.72-1.69, P = 0.662) in the propensity-matched cohort. Reoperation within 48 hours occurred in 0.65% of K+ patients and 0.53% of K- patients (P = 0.679) in the full cohort and 0.68% of K+ patients and 0.51% of K- patients (OR 1.33, 95% CI 0.63-2.81, P = 0.451) in the propensity-matched cohort. There was no association between perioperative ketorolac administration and reoperation for hemorrhage in any of the other analyses. CONCLUSION: Ketorolac at end of surgery should be considered as part of the nonopioid analgesic regimen for pediatric tonsillectomy.

Ultrasound Screening After Cardiac Surgery Shows Vocal Fold Impairment and Predicts Aspiration.

INTRODUCTION: Vocal fold motion impairment (VFMI) is a known consequence after high-risk cardiac surgery. We implemented a universal laryngeal ultrasound (LUS) screening protocol for VFMI after the Norwood and aortic arch surgery. We hypothesized that LUS would accurately identify VFMI and predict postoperative aspiration. METHODS: We implemented a screening algorithm with LUS for patients undergoing high-risk cardiac surgery at a tertiary care pediatric hospital. Positively screened patients underwent flexible nasolaryngoscopy (FNL). Patients with an abnormal FNL underwent a video-fluoroscopic swallow study (VFSS). Patient demographics, length of stay, and swallowing outcomes were assessed. Two-tailed chi square and Wilcoxon rank sum tests were used to assess for differences. RESULTS: Sixty-seven patients underwent either Norwood or arch reconstruction over a 16-month period and underwent universal LUS. The average birth weight was 3.24 kg (SD 0.57). Of the 67 patients, VFMI was identified by LUS and 100% confirmed on FNL in 58.21% (n = 39/67) of patients. Aspiration and penetration on VFSS were higher in the group with VFMI as compared with those without VFMI (53.8% vs. 21.4%, p = 0.008). There was no difference in length of stay between patients who did not have a diagnosis of VFMI and those found to have VFMI (41.0 days vs 45.3 days p = 0.73). CONCLUSIONS: Universal LUS screening for patients following high-risk cardiac surgery may lead to earlier identification of postoperative VFMI and aspiration. Recognition of VFMI through this universal screening program could lead to earlier interventions and possibly improved swallowing outcomes. LEVEL OF EVIDENCE: 3 Laryngoscope, 134:1939-1944, 2024.

Gender representation in leadership & research: a 13-year review of the Annual Canadian Society of Otolaryngology Meetings.

BACKGROUND: The gender disparity in surgical disciplines, specifically in speakers across North American medical and surgical specialty conferences, has been highlighted in recent literature. Improving gender diversity at society meetings and panels may provide many benefits. Our aim was to determine the state of gender diversity amongst presenters and speakers at the annual Canadian Society of Otolaryngology-Head and Neck Surgery (CSO) meetings. METHODS: Scientific programs for the CSO annual meetings from 2008 to 2020 were obtained from the national society website. Participant name, role, gender, location, and subspecialty topic were recorded for all roles other than poster presenter. Gender (male or female) was determined using an online search. The total number of opportunity spots and proportion of women was then calculated. Gender differences were analyzed using chi-square test and logistic regression with odds ratios. Four categories were analyzed: Society Leadership, Invited Speaker Opportunities, Workshop Composition (male-only panels or "manels", female-only panels, or with at least one female speaker), and Oral Paper Presenters (first authors). RESULTS: There were 1874 leadership opportunity spots from 2008 to 2020, of which 18.6% were filled by women. Among elected leadership positions in the society, only 92 unique women filled 738 leadership opportunity spots. 13.2% of workshop chairs, 20.8% of panelists and 22.7% of paper session chairs were female. There was an overall increase in the proportion of leadership positions held by women, from 13.9% of leadership spots in 2008 to 30.1% in 2020. Of the 368 workshops, 61.1% were led by men only, 36.4% by at least 1 female surgeon, and 2.5% by women only. "Manels" have comprised at least 37.5% of workshops each year. CONCLUSIONS: The proportion of women in speaking roles at the annual CSO meetings has generally increased over time, particularly among panelists, leading to fewer male-only speaking panels. However, there has been a slower rate of growth in the proportion of unique women in speaker roles. There remains an opportunity to increase gender/sex diversity at the major Canadian otolaryngology meeting.

Inhibition of EP2 receptor suppresses tumor growth and chemoresistance of gastric cancer.

Gastric cancer is one of the leading causes of cancer death in the world. Early diagnosis and effective chemotherapy are vital to reduce the overall mortality. Prostaglandin E2 (PGE2) has been implicated as an important factor in gastric cancer carcinogenesis. ECF based regimen (epirubicin, cisplatin, 5-fluorouracil) is the first-line chemotherapy for advanced gastric cancer. However, patients develop resistance after chemotherapy. The aim of this study is sought to investigate the role of EP2 receptor, a PGE2 receptor, and the antagonism of EP2 receptor in response to ECF treatment. Expression of EP2 receptor was evaluated in gastric cancer tissue samples and cell lines. Cell proliferation and cell apoptosis assays were performed in vitro and in vivo, upon knockdown of EP2 receptor, antagonist of EP2 receptor and/or ECF treatment. Western Blot was applied for evaluation of proteins relating to cell cycle, apoptosis and drug transporter. Next generation sequencing and ingenuity pathway analysis were applied for screening for downstream targets of EP2 receptor. Expressions of the targets of EP2 receptor were further evaluated in gastric cancer cells and tissues. In this study, we found that expression of EP2 receptor was significantly upregulated in gastric cancer. Inhibition of EP2 receptor reduced gastric cancer cell proliferation, induced cell cycle arrest proteins, and enhanced cell apoptosis. Moreover, knockdown of EP2 receptor by siRNA or antagonist sensitized gastric cancer cells to ECF. Silence of EP2 receptor also significantly abrogated gastric cancer growth in a mice model. Analysis revealed that CAV1 was a downstream target of EP2 receptor in gastric cancer. Our findings illustrated that blocking EP2 receptor reduced tumor growth and induced apoptosis in gastric cancer. This novel study unraveled CAV1 was a downstream target of EP2 receptor. Antagonizing EP2 receptor could be a potential therapeutic target in gastric cancer, in particular those with high EP2 receptor expression.

Pseudodiverticulum of the Cervical Esophagus With Remnant of Branchial Tissues in a Newborn: A Case Report.

Congenital pseudodiverticula of the esophagus are very rare. This case report describes the presentation, management and histopathology of a peudodiverticulum of the cervical esophagus in a neonate. The infant presented with respiratory distress and a right neck mass that required surgical excision. Pathology revealed a pseudodiverticulum that contained ectopic thymic, thyroid, and parathyroid tissue within the wall of the lesion. The presence of ectopic tissues of branchial origin and an aberrant right subclavian artery suggest an error in branchial development and neural crest cell migration.

Surgical Case Volume has an Impact on Outcomes for Patients with Lateral Neck Disease in Thyroid Cancer.

BACKGROUND: This study aimed to assess whether surgical case volume for lateral neck dissection has an impact on the survival of patients who have well-differentiated thyroid cancer (WDTC) with lateral cervical node metastases. The authors used a population-based cohort study design. METHODS: The study cohort consisted of WDTC patients in Ontario Canada who underwent thyroidectomy and lateral neck dissection. These patients were identified using both hospital- and surgeon-level administrative data between 1993 and 2017 (n = 1832). Surgeon and hospital volumes were calculated based on the number of cases managed in the year before the procedure by the physician and at the institution managing each case, respectively, and divided into tertiles. Multilevel Cox regression models were used to estimate the effect of volume on disease-free survival (DFS). RESULTS: A crude model without patient or treatment characteristics demonstrated that DFS was associated with both higher surgeon volume tertiles (p < 0.01) and higher hospital volume tertiles (p < 0.01). After control for clustering, patient/treatment covariates, and hospital volume, the lowest surgeon volume tertile (range, 0-20/year; mean, 6.5/year) remained an independent statistically significant negative predictor of DFS (hazard ratio, 1.71; 95 % confidence interval, 1.22-2.4; p < 0.01). CONCLUSION: Surgeon lateral neck dissection case volume is a predictor of better DFS for thyroid cancer patients, with the lowest surgeon volume tertile (<20 neck dissections per year) demonstrating poorer DFS.

National Trends in Gender Diversity Among Trainees and Practicing Physicians in Otolaryngology-Head and Neck Surgery in Canada.

Importance: Monitoring the evolution of gender diversity within medicine is essential to understanding the medical workforce and anticipating its future. Objective: To evaluate gender distribution and trends among trainees and practicing physicians in the field of otolaryngology-head and neck surgery (OHNS) across Canada. Design, Setting, and Participants: This cross-sectional study collected demographic data on the Canadian population, medical students, resident physicians, fellows, practicing physicians, and full-time professors from the following publicly available databases: the Canadian Post-MD Education Registry, the Canadian Medical Education Statistics from the Association of Faculties of Medicine of Canada, the Canadian Medical Association Masterfile, the Canadian Resident Matching Service archives, and the Canadian Institute for Health Information from 2000 to 2019. Information about the gender distribution in leadership positions and fellowships was obtained through publicly available websites where gender was either listed or assigned by authors. Main Outcomes and Measures: The primary outcomes were the proportion of women in OHNS and the evolution of gender diversity over time. Results: In 2019, 65 of 155 of OHNS trainees were female (41.9%), whereas female representation among all surgical trainees combined was 1225 of 2496 (49.1%). Female OHNS trainees and practicing physicians are underrepresented despite a 13.3% increase in female trainees and a 14.3% increase in female staff physicians from 2000 to 2019. Proportionally fewer female graduates pursued a fellowship during a 10-year period compared with their male counterparts, with otology and neurotology having the lowest female representation (6 of 27 [22.2%]). A minimal increase occurred in the number of women holding academic leadership positions (eg, 4 of 13 residency training programs had a previous or current female director). Conclusions and Relevance: Despite the overall increase in the representation of women in the field of OHNS in Canada, these findings suggest that persistent gender gaps remain with respect to academic leadership positions and fellowship training. Continuous monitoring of the surgical workforce is important to highlight and address gender disparities within OHNS.

A Population-Based Analysis of Outpatient Thyroidectomy: Safe and Under-Utilized.

OBJECTIVES/HYPOTHESIS: Performance of thyroidectomy on an outpatient basis has gained popularity although many jurisdictions have not shifted their practice despite a strong safety profile. We sought to assess the uptake and safety of outpatient thyroidectomy in Ontario. STUDY DESIGN: Retrospective cohort study. METHODS: This was a population-based retrospecive cohort of adult patients undergoing hemithyroidectomy or total thyroidectomy between 1993 and 2017 in Ontario, Canada. Outpatient surgery was defined as discharge home on the same day of surgery. Outcomes of interest include 30-day all cause death, hematoma, emergency department use, and readmission. To adjust for confounding, propensity scores were calculated. Logistic regression models with inverse probability of treatment weighting (IPTW) were then used to estimate the exposure-outcome relationship. RESULTS: The final cohort consisted of 81,199 patients: 8,442 underwent same day surgery and 72,757 were admitted. The proportion of patients undergoing outpatient thyroidectomy increased overtime (2.3% in 1993-1994 to 17.8% in 2016-2017). Factors associated with higher odds of outpatient thyroidectomy included: younger age, less material deprivation, less comorbidities, and higher surgeon volume. The absolute number of deaths (≤5) and hematomas (64, 0.8%) in the outpatient cohort was low. After IPTW adjustment, patients with outpatient management had lower odds of neck hematoma (OR 0.73[95CI% 0.58-0.93)], but higher odds of emergency department use (OR 1.67[95%CI 1.56-1.79]). CONCLUSIONS: Outpatient thyroidectomy is not associated with an increased mortality risk. Less than one in five patients undergo outpatient thyroidectomy in Ontario, despite a well-established safety profile. LEVEL OF EVIDENCE: 3 Laryngoscope, 131:2625-2633, 2021.

A national study of choanal atresia in tertiary care centers in Canada - part II: clinical management.

BACKGROUND: To evaluate the clinical management of choanal atresia (CA) in tertiary centers across Canada. METHODS: Multi-centre case series involving six tertiary care pediatric hospitals across Canada. Retrospective chart review of patients born between 1980 and 2010 diagnosed with choanal atresia to a participating center. RESULTS: The health charts of 215 patients (59.6% female) with choanal atresia (CA) were reviewed. Mean age of initial surgical repair was 0.8 months for bilateral CA, and 48.6 months for unilateral CA. Approaches of surgical repair consisted of endoscopic transnasal (31.7%), non-endoscopic transnasal (42.6%), and transpalatal (25.2%). Stents were used on 70.7% of patients. Forty-nine percent of patients were brought back to the OR for a planned second look; stent removal being the most common reason (86.4%). Surgical success rate of initial surgeries was 54.1%. Surgical technique was not associated with rate of restenosis [χ2 (2) = 1.6, p = .46]. CONCLUSIONS: The present study is the first national multi-institutional study exploring the surgical outcomes of CA over a 30-year period. The surgical repair of CA presents a challenge to otolaryngologists, as the rate of surgical failure is high. The optimal surgical approach, age at surgical repair, use of stents, surgical adjuncts, and need for planned second look warrant further investigation.

A national study of choanal atresia in tertiary care centers in Canada - part I: clinical presentation.

BACKGROUND: To evaluate the clinical presentation of choanal atresia (CA) in tertiary centers across Canada. METHODS: Multi-centre case series involving six tertiary care pediatric hospitals across Canada. Retrospective chart review of patients born between 1980 and 2010 diagnosed with CA at a participating center. RESULTS: The health charts of 215 patients (59.6% female) with CA were reviewed and included in this study. The mean age of patients at time of CA presentation was 0.4 months (range 0.1 to 7.2 months) for bilateral CA and 37.8 months (range 0.1 to 164.1 months) for unilateral cases. The most common presenting symptoms for bilateral CA in decreasing order were respiratory distress (96.4%), feeding difficulties (68.2%), and rhinorrhea (65.5%), and for unilateral cases in decreasing order were rhinorrhea (92.0%), feeding difficulties (24.7%), and respiratory distress (18.0%). For the majority of patients (73.2%), the obstruction comprised mixed bony and membranous tissue, with only 10.5% presenting with a purely membranous obstruction. Familial history of CA was confirmed in only 3.3% of cases. One half of patients with CA presented with one or more associated anomalies and 30.6% had a syndrome. CONCLUSIONS: The present investigation is the first national multi-institutional study evaluating the clinical presentation of CA over three decades. The present cohort of CA patients presented with a breadth of co-morbidities with highly variable presentations, with bilateral cases being more severely affected than unilateral cases. Further investigation into hereditary linkages to CA development is warranted.

Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation.

BACKGROUND: Among patients with acute respiratory failure requiring prolonged mechanical ventilation, tracheostomies are typically placed after approximately 7 to 10 days. Yet half of patients admitted to the intensive care unit receiving tracheostomy will die within a year, often within three months. Existing mortality prediction models for prolonged mechanical ventilation, such as the ProVent Score, have poor sensitivity and are not applied until after 14 days of mechanical ventilation. We developed a model to predict 3-month mortality in patients requiring more than 7 days of mechanical ventilation using deep learning techniques and compared this to existing mortality models. METHODS: Retrospective cohort study. Setting: The Medical Information Mart for Intensive Care III Database. Patients: All adults requiring ≥ 7 days of mechanical ventilation. Measurements: A neural network model for 3-month mortality was created using process-of-care variables, including demographic, physiologic and clinical data. The area under the receiver operator curve (AUROC) was compared to the ProVent model at predicting 3 and 12-month mortality. Shapley values were used to identify the variables with the greatest contributions to the model. RESULTS: There were 4,334 encounters divided into a development cohort (n = 3467) and a testing cohort (n = 867). The final deep learning model included 250 variables and had an AUROC of 0.74 for predicting 3-month mortality at day 7 of mechanical ventilation versus 0.59 for the ProVent model. Older age and elevated Simplified Acute Physiology Score II (SAPS II) Score on intensive care unit admission had the largest contribution to predicting mortality. DISCUSSION: We developed a deep learning prediction model for 3-month mortality among patients requiring ≥ 7 days of mechanical ventilation using a neural network approach utilizing readily available clinical variables. The model outperforms the ProVent model for predicting mortality among patients requiring ≥ 7 days of mechanical ventilation. This model requires external validation.