Mapping patient education encounters in elective surgery: a cohort study and cross-sectional survey.

OBJECTIVE: Develop a process map of when patients learn about their proposed surgery and what resources patients use to educate themselves. DESIGN: A mixed methods design, combining semistructured stakeholder interviews, quantitative validation using electronic healthcare records (EHR) in a retrospective cohort and a cross-sectional patient survey. SETTING: A single surgical centre in the UK. PARTICIPANTS: Fourteen members of the spinal multidisciplinary team were interviewed to develop the process map.This process map was validated using the EHR of 50 patients undergoing elective spine surgery between January and June 2022. Postprocedure, feedback was gathered from 25 patient surveys to identify which resources they used to learn about their spinal procedure. Patients below the age of 18 or who received emergency surgery were excluded. INTERVENTIONS: Elective spine surgery and patient questionnaires given postoperatively either on the ward or in follow-up clinic. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome was the percentage of the study cohort that was present at encounters on the process map. Key timepoints were defined if >80% of patients were present. The secondary outcome was the percentage of the study cohort that used educational resources listed in the patient questionnaire. RESULTS: There were 342 encounters which occurred across the cohort, with 16 discrete event categories identified. The initial surgical clinic (88%), anaesthetic preoperative assessment (96%) and admission for surgery (100%) were identified as key timepoints. Surveys identified that patients most used verbal information from their surgeon (100%) followed by written information from their surgeon (52%) and the internet (40%) to learn about their surgery. CONCLUSIONS: Process mapping is an effective method of illustrating the patient pathway. The initial surgical clinic, anaesthetic preoperative assessment and surgical admission are key timepoints where patients receive information. This has future implications for guiding patient education interventions to focus at key timepoints.

Creating evidence-based engaging online learning resources in neuroanatomy.

Online anatomical resources are rising in popularity since the COVID-19 pandemic, but the pedagogical principles and effectiveness of their use remain unclear. This article aims to demonstrate evidence-informed ways in which fellow educators can create engaging online learning resources in clinical neuroanatomy and compare the effectiveness of text-based and online learning resources. Data were analyzed from the Soton Brain Hub (SBH) YouTube page. Separately, a cross-sectional study comparing the learning gain of using text-based and video resources was done. The knowledge gain and retention were compared between groups using a pre-teaching and post-teaching multiple choice questions. YouTube analytics showed the average time a viewer spends on a video was found to be highly correlated to the length of the video, r = 0.77, p < 0.001 (0.69-0.82). The cross-sectional study indicated a significant difference in mean normalized learning gain of video resources 61.9% (n = 53, CI 56.0-67.7%) versus text resources 49.6% (n = 23, CI 39.1-60.1%) (p = 0.030). However, there was no difference in retained learning gain between video resources 39.1% (n = 29, CI 29.2-49.0%) versus text-based 40.0% (n = 13, CI 23.9-56.1%) (p = 0.919). Students engage most with short videos less than 5 min which reduces the intrinsic load of learning. Online resources are as effective as text-based resources in providing learning gain and retention. In the future, the continued rise in popularity of online learning resources may result in further reduction in traditional face-to-face teaching.

A Deep Learning Approach to Classify Surgical Skill in Microsurgery Using Force Data from a Novel Sensorised Surgical Glove.

Microsurgery serves as the foundation for numerous operative procedures. Given its highly technical nature, the assessment of surgical skill becomes an essential component of clinical practice and microsurgery education. The interaction forces between surgical tools and tissues play a pivotal role in surgical success, making them a valuable indicator of surgical skill. In this study, we employ six distinct deep learning architectures (LSTM, GRU, Bi-LSTM, CLDNN, TCN, Transformer) specifically designed for the classification of surgical skill levels. We use force data obtained from a novel sensorized surgical glove utilized during a microsurgical task. To enhance the performance of our models, we propose six data augmentation techniques. The proposed frameworks are accompanied by a comprehensive analysis, both quantitative and qualitative, including experiments conducted with two cross-validation schemes and interpretable visualizations of the network's decision-making process. Our experimental results show that CLDNN and TCN are the top-performing models, achieving impressive accuracy rates of 96.16% and 97.45%, respectively. This not only underscores the effectiveness of our proposed architectures, but also serves as compelling evidence that the force data obtained through the sensorized surgical glove contains valuable information regarding surgical skill.

Image-guidance in endoscopic pituitary surgery: an in-silico study of errors involved in tracker-based techniques.

Background: Endoscopic endonasal surgery is an established minimally invasive technique for resecting pituitary adenomas. However, understanding orientation and identifying critical neurovascular structures in this anatomically dense region can be challenging. In clinical practice, commercial navigation systems use a tracked pointer for guidance. Augmented Reality (AR) is an emerging technology used for surgical guidance. It can be tracker based or vision based, but neither is widely used in pituitary surgery. Methods: This pre-clinical study aims to assess the accuracy of tracker-based navigation systems, including those that allow for AR. Two setups were used to conduct simulations: (1) the standard pointer setup, tracked by an infrared camera; and (2) the endoscope setup that allows for AR, using reflective markers on the end of the endoscope, tracked by infrared cameras. The error sources were estimated by calculating the Euclidean distance between a point's true location and the point's location after passing it through the noisy system. A phantom study was then conducted to verify the in-silico simulation results and show a working example of image-based navigation errors in current methodologies. Results: The errors of the tracked pointer and tracked endoscope simulations were 1.7 and 2.5 mm respectively. The phantom study showed errors of 2.14 and 3.21 mm for the tracked pointer and tracked endoscope setups respectively. Discussion: In pituitary surgery, precise neighboring structure identification is crucial for success. However, our simulations reveal that the errors of tracked approaches were too large to meet the fine error margins required for pituitary surgery. In order to achieve the required accuracy, we would need much more accurate tracking, better calibration and improved registration techniques.

Aneurysm management in patients over 80 years old with good grade subarachnoid haemorrhage.

BACKGROUND: An increasing proportion of aneurysmal subarachnoid haemorrhage (aSAH) occurs in older patients, in whom there is widespread variability in treatment rates due to a different balance of risks. Our aim was to compare outcomes of patients over 80 years old with good grade aSAH who underwent treatment of their aneurysm with those who did not. METHODS: Adult patients with good grade aSAH admitted to tertiary regional neurosciences centres contributing to the UK and Ireland Subarachnoid Haemorrhage Database (UKISAH) and a cohort of consecutive patients admitted from three regional cohorts were included for analysis. Outcomes were functional outcome at discharge, three months and survival at discharge. RESULTS: In the UKISAH, patients whose aneurysm was treated were more likely to have a favourable outcome at discharge (OR 2.34, CI 1.12-4.91, p = .02), at three months (OR 2.29, CI 1.11-4.76, p = .04), and lower mortality (10% vs. 29%, OR 0.83, CI 0.72-0.94, p < .01). In the regional cohort, a similar pattern was seen, but after correction for frailty and comorbidity there was no difference in survival (HR 0.45, CI 0.12-1.68, p = .24) or favourable outcome at discharge (OR 0.83, CI 0.23-2.94, p = .77) and at three months (OR 1.03, CI 0.25-4.29, p = .99). CONCLUSIONS: Better early functional outcomes in those undergoing aneurysm treatment appear to be explained by differences in frailty and comorbidity. Therefore, treatment decisions in this patient group are finely balanced with no clear evidence overall of either benefit or harm in this cohort.

High fidelity simulation of the endoscopic transsphenoidal approach: Validation of the UpSurgeOn TNS Box.

Objective: Endoscopic endonasal transsphenoidal surgery is an established technique for the resection of sellar and suprasellar lesions. The approach is technically challenging and has a steep learning curve. Simulation is a growing training tool, allowing the acquisition of technical skills pre-clinically and potentially resulting in a shorter clinical learning curve. We sought validation of the UpSurgeOn Transsphenoidal (TNS) Box for the endoscopic endonasal transsphenoidal approach to the pituitary fossa. Methods: Novice, intermediate and expert neurosurgeons were recruited from multiple centres. Participants were asked to perform a sphenoidotomy using the TNS model. Face and content validity were evaluated using a post-task questionnaire. Construct validity was assessed through post-hoc blinded scoring of operative videos using a Modified Objective Structured Assessment of Technical Skills (mOSAT) and a Task-Specific Technical Skill scoring system. Results: Fifteen participants were recruited of which n = 10 (66.6%) were novices and n = 5 (33.3%) were intermediate and expert neurosurgeons. Three intermediate and experts (60%) agreed that the model was realistic. All intermediate and experts (n = 5) strongly agreed or agreed that the TNS model was useful for teaching the endonasal transsphenoidal approach to the pituitary fossa. The consensus-derived mOSAT score was 16/30 (IQR 14-16.75) for novices and 29/30 (IQR 27-29) for intermediate and experts (p < 0.001, Mann-Whitney U). The median Task-Specific Technical Skill score was 10/20 (IQR 8.25-13) for novices and 18/20 (IQR 17.75-19) for intermediate and experts (p < 0.001, Mann-Whitney U). Interrater reliability was 0.949 (CI 0.983-0.853) for OSATS and 0.945 (CI 0.981-0.842) for Task-Specific Technical Skills. Suggested improvements for the model included the addition of neuro-vascular anatomy and arachnoid mater to simulate bleeding vessels and CSF leak, respectively, as well as improvement in materials to reproduce the consistency closer to that of human tissue and bone. Conclusion: The TNS Box simulation model has demonstrated face, content, and construct validity as a simulator for the endoscopic endonasal transsphenoidal approach. With the steep learning curve associated with endoscopic approaches, this simulation model has the potential as a valuable training tool in neurosurgery with further improvements including advancing simulation materials, dynamic models (e.g., with blood flow) and synergy with complementary technologies (e.g., artificial intelligence and augmented reality).

Detailed Analysis of Primary Non-invasive Respiratory Support and Outcomes of Subjects With COVID-19 Acute Hypoxaemic Respiratory Failure.

Background The role of non-invasive (continuous positive airway pressure (CPAP) or Non-invasive ventilation (NIV)) respiratory support (NIRS) as a primary oxygenation strategy for COVID-19 patients with acute severe hypoxic respiratory failure (AHRF), as opposed to invasive mechanical ventilation (invasive-MV), is uncertain. While NIRS may prevent complications related to invasive MV, prolonged NIRS and delays in intubation may lead to adverse outcomes. This study was conducted to assess the role of NIRS in COVID-19 hypoxemic respiratory failure and to explore the variables associated with NRIS failure. Methods This is a single-center, observational study of two distinct waves of severe COVID-19 patients admitted to the ICU. Patients initially managed with non-invasive respiratory support with laboratory-confirmed SARS-CoV-2 in acute hypoxaemic respiratory failure were included. Demographics, comorbidities, admission laboratory variables, and ICU admission scores were extracted from electronic health records. Univariate and multiple logistic regression was used to identify predictive factors for invasive mechanical ventilation. Kaplan-Meier survival curves were used to summarise survival between the ventilatory and time-to-intubation groups. Results There were 291 patients, of which 232 were managed with NIRS as an initial ventilation strategy. There was a high incidence of failure (48.7%). Admission APACHE II score, SOFA score, HACOR score, ROX index, and PaO2/FiO2 were all predictive of NIRS failure. Daily (days 1-4) HACOR scores and ROX index measurements highly predicted NIRS failure. Late NIRS failure (>24 hours) was independently associated with increased mortality (44%). Conclusion NIRS is effective as first-line therapy for COVID-19 patients with AHRF. However, failure, particularly delayed failure, is associated with significant mortality. Early prediction of NIRS failure may prevent adverse outcomes.

Paediatric spinal trauma presenting to a UK major trauma centre.

PURPOSE: Paediatric spine trauma is uncommon and is managed differently from adults due to the anatomical differences of the paediatric spine. The paediatric spine is less ossified, with lax ligaments and a higher fulcrum in the c-spine which results in a different pattern of injuries. The aim of this study is to provide a contemporary audit of paediatric spinal trauma. METHODS: A retrospective review was conducted using the Trauma and Audit Research Network database at a major trauma centre (2011-2018). All patients < 18 years old with a spine injury underwent case note and radiology review. RESULTS: A total of 72 patients (37, 51.4% male with an average age of 13.3 (± 5.9) years old) were identified. The most common mechanism of injury was road traffic collisions (n = 39, 54.2%). The most common sporting cause was motocross accidents (n = 6, 8.3%), and a further 6 (8.3%) patients had a suspected inflicted injury. Eight patients (11.1%) sustained a spinal cord injury. Twenty-seven (37.5%) patients underwent surgical intervention to treat their spinal injury. CONCLUSION: This series demonstrates the profile of injury mechanisms causing paediatric spinal injuries. Paediatric spine injuries continue to have the potential for lifelong disability and require careful, specialist management. This series also highlights certain causes such as motocross accidents and suspected inflicted injury which are more frequent than expected and raise potential public health concerns.

External Validation of Scoring Models to Predict Shunt Insertion after Aneurysmal Subarachnoid Hemorrhage.

BACKGROUND: The current study is an external validation of 4 scoring models proposed in the literature for predicting ventriculoperitoneal shunt insertion after aneurysmal subarachnoid hemorrhage (aSAH) using retrospective patient data from Sheffield Teaching Hospital (STH). METHODS: Data were collected on various demographics, and patients were individually scored using the 4 scoring models. Models were compared with each other using receiver-operator characteristic curves. The best model had the highest area under the curve. RESULTS: A total of 301 aSAH patients were referred to the neurosurgery department in STH between 1 January 2014 and 31 December 2017. Scoring model 4 also had the largest area under the curve of 0.853 (P < 0.001), and scoring model 3 had the lowest area under the curve of 0.654 (P = 0.036). CONCLUSIONS: Scoring model 4 was found to be the best scoring model out of the 4 scoring models externally validated to predict shunt dependency after an aSAH in STH patients. Scoring model 4 is less applicable in modern practice due to a higher proportion of coiling and use of the Hunt and Hess scale grade. A new scoring model is needed to predict shunt insertion in modern practice.

Stemming the Tide of Elder Mistreatment: A Medical School-State Agency Collaborative.

In 1995, the Texas Department of Family and Protective Services: Adult Protective Service Agency began a partnership with the Baylor College of Medicine geriatrics program to form the Texas Elder Abuse and Mistreatment (TEAM) Institute. The medical school-state agency partners overcame institutional and bureaucratic barriers to work collaboratively on mutually beneficial projects, including research and publications. Interprofessional students gained first-hand experience about abuse and neglect cases. As of 2019, there are 4 divisions: Clinical and Forensic Evaluation, Education and Outreach, Research and Program Evaluation, and Senior Justice. TEAM members have published numerous articles and chapters, educated members from multiple disciplines, and served thousands of mistreated older patients. In 2017, TEAM launched the first statewide telecommunication program for elder mistreatment to improve practice for the entire state. Perseverance, teamwork, and dedication to the mission of the intervention and prevention of elder mistreatment have sustained this program for over 30 years. This article describes the steps to forming TEAM, the institute's early struggles, and the subsequent community and academic contributions of this medical school-state agency collaboration.

Predicting functional recovery after mild traumatic brain injury: the SHEFBIT cohort.

Background: Current prognostic models for mild Traumatic Brain Injury (mTBI) are unsatisfactory in identifying patients at risk of an unfavorable outcome following injury. Objective: To identify prognostic indicators of recovery one-year following mTBI. Methods: A large population (n = 596) of patients with mTBI were prospectively recruited following admission to the Emergency Department. Data were collected at brain injury clinics at 8-10 weeks and one-year after injury. Functional recovery at one year was assessed using the Glasgow Outcome Scale-Extended (GOSE). Results: A follow-up rate of 92% was achieved. The most common aetiologies of mTBI were falls (n = 222) and road traffic collisions (n = 154). Distribution of GCS was 15 (n = 363), 14 (n = 156) and 13 (n = 77). Ordinal regression analysis found that psychiatric history (p < .001), alcohol intoxication (p = .011), assault (p = .022) and GCS < 15 (p =< 0.001), were associated with worse outcome. An abnormal CT scan was not a predictor of disability. Conclusion: Patients with a previous psychiatric history, GCS < 15, etiology of assault, and alcohol intoxication result in worse long-term outcomes after mTBI. The predictors identified should be implemented when developing a future-validated a prognostic model for mTBI recovery.

Description of the predictors of persistent post-concussion symptoms and disability after mild traumatic brain injury: the SHEFBIT cohort.

Introduction: Several patients who suffer Mild Traumatic Brain Injury (mTBI) develop Persistent Post-Concussion Symptoms (PPCS) and long-term disability. Current prognostic models for mTBI have a large unexplained variance, which limits their use in a clinical setting. Aim: This study aimed to identify background demographics and mTBI details that are associated with PPCS and long-term disability. Methods: Patients from the SHEFfield Brain Injury after Trauma (SHEFBIT) cohort with mTBI in the Emergency Department (ED) were analysed as part of the study. PPCS and long-term disability were measured using the Rivermead Post-Concussion Questionnaire and the Rivermead Post-Injury Follow-up Questionnaire respectively, during follow up brain injury clinics. Results: A representative mTBI sample of 647 patients was recruited with a follow-up rate of 89%. Non-attenders were older (p < 0.001), a greater proportion were retired (p < 0.001) and had a greater burden of comorbidity (p = 0.009). Multivariate analysis identified that female gender, previous psychiatric history, GCS <15, aetiology of assault and alcohol intoxication, were associated with worse recovery. Conclusion: These findings will support and add to current understanding of MBTI recovery in pursuit of developing a validated prognostic model. This will allow for more accurate prognostication and eventual improved treatment for sufferers of this complex disorder.

Assessment of older adults' satisfaction with adult protective services investigation and assistance.

This study examined elder self-neglect client satisfaction with services provided by an Adult Protective Services (APS) program. A total of 77 community-dwelling older adults with APS-substantiated self-neglect responded to the standardized and widely used 8-item Client Satisfaction Questionnaire. Approximately 75% of the participants reported being satisfied with the overall services. They felt that the services provided were responsive to their need(s) and helped them deal with their problem(s). Greater than 80% responded that they would refer a friend, would utilize APS in the future if necessary, and were at least satisfied with the amount of help received. The extent to which their needs were met received the lowest satisfaction scores. Future studies are needed to examine elder self-neglect client satisfaction in relation to specific services.

Does the Institution of a Statewide Trauma System Reduce Preventable Mortality and Yield a Positive Return on Investment for Taxpayers?

BACKGROUND: In July 2009, Arkansas began to annually fund $20 million for a statewide trauma system (TS). We studied injury deaths both pre-TS (2009) and post-TS (2013 to 2014), with attention to causes of preventive mortality, societal cost of those preventable mortality deaths, and benefit to tax payers of the lives saved. STUDY DESIGN: A multi-specialty trauma-expert panel met and reviewed records of 672 decedents (290 pre-TS and 382 post-TS) who met standardized inclusion criteria, were judged potentially salvageable, and were selected by a proportional sampling of the roughly 2,500 annual trauma deaths. Deaths were adjudicated into sub-categories of nonpreventable and preventable causes. The value of lives lost was calculated for those lives potentially saved in the post-TS period. RESULTS: Total preventable mortality was reduced from 30% of cases pre-TS to 16% of cases studied post-TS, a reduction of 14%. Extrapolating a 14% reduction of preventable mortality to the post-TS study period, using the same inclusion criteria of the post-TS, we calculate that 79 lives were saved in 2013 to 2014 due to the institution of a TS. Using a minimal standard estimate of $100,000 value for a life-year, a lifetime value of $2,365,000 per person was saved. This equates to an economic impact of the lives saved of almost $186 million annually, representing a 9-fold return on investment from the $20 million of annual state funding invested in the TS. CONCLUSIONS: The implementation of a TS in Arkansas during a 5-year period resulted in a reduction of the preventable death rate to 16% post-TS, and a 9-fold return on investment by the tax payer. Additional life-saving gains can be expected with ongoing financial support and additional system performance-improvement efforts.

The Effects of Gastroesophageal Reflux Disease on Forensic Breath Alcohol Testing.

Fifteen test subjects, 10 of whom were diagnosed with gastroesophageal reflux disease (GERD), were dosed with alcohol to BACs above 0.150 g/dL. Blood and breath assays taken at 20-min intervals for 8 h after dosing demonstrated close agreement between postabsorptive BAC and BrAC values. Three subjects exhibited elevated breath alcohol concentrations up to 0.105 g/dL during the absorptive phase that were apparently due to the passage of gastric alcohol through the lower esophageal sphincter not attributable to eruction or regurgitation. The effect of gastric alcohol was not consistently proportional to the amount of unabsorbed gastric alcohol. Absorption of alcohol in the esophagus explains the nonproportionality. Breath samples contaminated by GERD-related alcohol leakage from the stomach into a breath sample were found only when there was a high concentration of alcohol in the stomach. When contaminated breath samples were encountered, they were irreproducible in magnitude.

Four subtypes of self-neglect in older adults: results of a latent class analysis.

OBJECTIVES: To determine whether there are subtypes of elder self-neglect (SN) with different risk factors that can be targeted using medical and social interventions. DESIGN: Cohort study using archived data of Adult Protective Services (APS) substantiated cases of elder SN between January 1, 2004, and December 31, 2008. SETTING: Houston, Harris County, Texas. PARTICIPANTS: Adults aged 65 and older with APS region VI substantiated SN between January 1, 2004, and December 31, 2008 (N = 5,686). MEASUREMENTS: Adult Protective Services caseworkers used the Client Assessment and Risk Evaluation (CARE) tool during home investigations, assessing risk of harm in the domains of living conditions, financial status, physical and medical status, mental health, and social connectedness. Latent class analysis was used to identify unique subtypes of elder SN. RESULTS: Four unique subtypes of elder SN were identified, with approximately 50% of individuals manifesting physical and medical neglect problems. Other subtypes included environmental neglect (22%), global neglect (21%), and financial neglect (9%). Older age, Caucasian descent, and mental status problems were more strongly associated with global neglect behaviors. African Americans were more likely to experience financial and environmental neglect than Caucasians and non-white Hispanics. CONCLUSION: Elder SN consists of unique subtypes that may be amenable to customized multidisciplinary interventions. Future studies are needed to determine whether these subtypes impose differential mortality risks and whether multidisciplinary tailored interventions can reduce SN and prevent early mortality.

Approaches to the quaternary stereocentre and to the heterocyclic core in diazonamide A using the Heck reaction and related coupling reactions.

In model studies towards the quaternary centre at the heart of diazonamide A (early structure 2; revised structure 1), cyclisations of the alkene-substituted iodoaryls 4, 13, 18 and 23, under Heck reaction conditions, were shown to lead to the corresponding benzodihydrofuran 5, benzofuranone 14 and the oxindoles 19 and 24 respectively, in 50-80% yield. Further manipulation of the benzodihydrofuran 5 then led to the intermediates 30, 33 and 39, which make up parts of the oxazole-indole heterocyclic core in diazonamide A. Attempts to perform a corresponding 13-exo-trig Heck cyclisation from the precursor 46a, prepared from 44 and 45, leading to 47 were not successful. A similar outcome was obtained during attempts to effect Heck cyclisations from the ester 57 and the related ether 59. Treatment of the chromene-substituted iodoaryl 62 with Pd(OAc)2, PPh3 and Ag2CO3 led to the spirocycle 64 as a crystalline solid. X-Ray crystal structure analysis established that the quaternary centre in 64 had the same configuration as that present in diazonamide A (1).