Faculty Bibliography

BACKGROUND:Cervical spine fusion causes limited neck mobility, a known risk factor for increased difficulty of endotracheal intubation. Cervical spine fusion surgeries are increasingly performed. The objective of this study was to determine the relationship between previous cervical spine fusion and subsequent endotracheal intubation. MATERIALS AND METHODS/METHODS:This retrospective study included adult patients undergoing elective surgery requiring endotracheal intubation between 2015 and 2023. We used multivariable logistic regression to identify variables independently associated with the primary outcome: requiring more than one intubation attempt. Sensitivity analyses examined the outcome within only fusion patients. RESULTS:We identified 938 patients, 436 with a history of cervical fusion, with 493 intubation attempts, and 502 nonfusion patients with 543 intubation attempts. The majority of the sample (91.5%) had fusion involving C3 or below, with 6.2% having a C1/C2 fusion(2.3% were missing the level of fusion). The success of the first attempt was 89.2% versus 92.6%, 8.5% versus 6.6% second attempt, and 2.3% versus 0.8% third attempt for fusion versus nonfusion patients, respectively. Requiring more than one attempt was associated with short thyromental distance, using multiple laryngoscopes, mouth trauma, and trainee status, but not with spinal fusion status (OR=1.29; 95% confident interval=079-2.12; P=0.312). CONCLUSION/CONCLUSIONS:Patients with a history of cervical spine fusion undergoing elective intubation experience similar rates of first intubation attempt failure compared with those without fusion when controlling for provider experience. Requiring more than one intubation attempt was associated with short thyromental distance, using multiple laryngoscopes, a trainee provider, and mouth trauma, but not a history of cervical fusion.

OBJECTIVES/OBJECTIVE:Extracorporeal membrane oxygenation (ECMO) is a life-saving therapy for severe cardiopulmonary failure, but structured training remains constrained by costs, logistics, and the absence of validated high-fidelity simulators. This study aimed to develop an ECMO digital twin capable of supporting training in virtual reality (VR). METHODS:We integrated high-frequency ECMO machine data with electronic health record information from 335 patients across two centres. Data streams were synchronised at a 30-second resolution. A hierarchical two-stage system was designed: Model 1 predicted ECMO device outputs, while Model 2 combined those outputs with patient vital functions such as heart rate and blood pressure. This model was integrated into a VR simulation and underwent testing by 21 experts. RESULTS:Model 2 demonstrated Root Mean Square Errors (RMSE) of 15.23 mmHg (diastolic arterial blood pressure), 19.50BPM (heart rate), 2.94% (peripheral oxygen saturation), and 1.42 mmHg (end-tidal carbon dioxide) on the test set. Neural networks produced clinically coherent predictions. The models were implemented in an Unreal Engine-based VR simulator using the open neural network exchange format, with real-time latency inference and scenario switching. Expert testing confirmed good performance and clinically plausible physiological responses in the simulation. CONCLUSIONS:High-resolution ECMO data can be transformed into a digital twin for VR training. This framework broadens access to advanced ECMO education and establishes a foundation for multicentre validation, federated learning, and future expansion towards a critical-care digital-twin platform.

INTRODUCTION/BACKGROUND:To help address the continuing epidemic of firearm-related trauma in the United States (US), we conducted a detailed analysis of recent trauma center discharge data and compared firearm-related injuries to mechanisms such as falls, pedestrian injuries, and motor vehicle crashes. METHODS:We combined Trauma Quality Improvement Program (TQIP) data for 2011 to 2022 and analyzed variables for patient demographics, injury mechanisms, disposition, and hospital characteristics over time. Analyses consisted of descriptive statistics, bar plots, time series plots, and comparative tables. RESULTS:There were 3,597,688 US trauma hospital discharges in the TQIP data set for 2011 to 2022 of which 307,062 (8.4%) involved firearms-a higher proportion than those involving pedestrian injuries (3.8%), pedal cycles (2.0%), or motorcycles (6.2%). The case-fatality rate of inpatient hospital deaths for firearm injuries was 8.8%, surpassed only by that of pedestrian injuries (9.9%). Firearms accounted for the youngest patient population over the 12-year study period for the six injury mechanisms analyzed. Over time, firearm-related assaults increased from 75.7% of all firearm injuries in 2011 to 88.6% in 2020. Most, if not all, of this increase appeared to occur in the post-2014 time period. CONCLUSIONS:Better defining national injury trends allows for targeted injury prevention efforts, prioritized research endeavors, and optimized resource allocation.

OBJECTIVE/UNASSIGNED:During septal myectomy, once the heart is arrested and drained of blood on cardiopulmonary bypass, transesophageal echocardiography can no longer assess septal thickness. In the present study, we evaluated the effectiveness of on-pump intracardiac echocardiography (OPIE) for real-time intraoperative septal thickness assessment in patients with preoperative thickness ≤2.0 cm. Our hypothesis was that OPIE measurements would be conconcordant with the pre- and postcardiopulmonary bypass transesophageal echocardiography measurements that are at present the primary operative guides. METHODS/UNASSIGNED:We retrospectively reviewed patients with hypertrophic cardiomyopathy and septal thickness ≤2.0 cm on transthoracic echocardiography who underwent septal myectomy from July 2017 to July 2024. The OPIE probe was introduced into the left-ventricular chamber during cardioplegic arrest, with repeated measurements to assess the depth and adequacy of resection. Septal thickness was evaluated pre-myectomy using transthoracic echocardiography, cardiac magnetic resonance imaging, transesophageal echocardiography, and OPIE. Lin's concordance correlation coefficients and Bland-Altman analyses were used to evaluate agreement between modalities. RESULTS/UNASSIGNED:A total of 220 patients were included with preoperative thickness ≤2.0, 56 of whom underwent myectomy with OPIE guidance. Preresection transesophageal echocardiography and OPIE demonstrated the strongest agreement of all the imaging modalities (Lin's concordance correlation coefficient, 0.81; 95% CI, 0.72-0.88), with minimal bias (-0.73) and the narrowest limits of agreement (-3.76, +2.31]. OPIE-derived resection thickness estimates were tightly clustered. In the OPIE cohort, there was 1 ventricular septal defect (1.8%) and no 30-day mortality. CONCLUSIONS/UNASSIGNED:OPIE is a reliable tool for intraoperative assessment of septal thickness, particularly in patients with mild hypertrophy.

UNLABELLED:Hypertrophic cardiomyopathy (HCM) is the most common monogenic cardiac disease, affecting approximately 0.2% of the general population. Despite its prevalence, it remains significantly underdiagnosed clinically. Surgical management of obstructive HCM has advanced extensively, particularly in understanding the mitral valve's contribution to left ventricular outflow tract obstruction (LVOTO). Historically, LVOTO was attributed mainly to septal hypertrophy and treated through isolated septal myectomy. However, contemporary insights highlight the importance of mitral leaflet elongation and abnormal papillary muscle dynamics in this pathology. Mitral leaflet shortening, either through horizontal plication or direct excision (ReLex), alongside the release of abnormal papillary muscle attachments, has emerged as a complementary strategy to standard septal myectomy. These combined approaches have demonstrated improved surgical outcomes, including reduced mitral regurgitation, alleviation of LVOTO, and excellent mid-term survival. This review synthesizes current evidence and clinical experiences, providing insights into mitral leaflet shortening's role and the comprehensive surgical strategies for managing obstructive HCM. SUPPLEMENTARY INFORMATION/UNASSIGNED:The online version contains supplementary material available at 10.1007/s12055-025-02051-1.