Antibiotic dip and irrigation solutions confer increased antimicrobial efficacy of inflatable penile prosthesis hydrophilic surfaces compared with 0.05% chlorhexidine gluconate.

BACKGROUND: Chlorhexidine gluconate (CHG) (0.05%) has recently been suggested as both a dip for the hydrophilic surface and an irrigation solution in the setting of penile prosthesis (PP) surgery. AIM: The study sought to compare the antimicrobial efficacy of 0.05% CHG with vancomycin and gentamicin (VG) antibiotics as dip and/or irrigation solutions in the setting of a hydrophilic PP surface in vitro. METHODS: Sterile PPs with a hydrophilic coating were obtained. A series of experiments were performed to evaluate the efficacy of normal saline (NS), 0.05% CHG, or VG as dip and/or irrigation solutions to reduce methicillin-sensitive Staphylococcus aureus adhesion to PP surfaces. The 8-mm discs from PPs were incubated in 105 colony-forming units/mL of methicillin-sensitive S aureus for 48 hours, plated, and counted. Disc-diffusion tests were conducted by suspending 6-mm discs for 2 minutes in NS, 0.05% CHG, or VG, then placing them coated side down onto plates streaked with the following organisms: methicillin-sensitive S aureus, S epidermidis, Enterococcus, and Escherichia coli. After 24 hours of growth, zones of inhibition were measured. OUTCOMES: We found average bacterial counts (colony-forming units/mL) and zones of inhibition (mm) following a series of treatment protocols of PP discs. RESULTS: PP discs dipped in VG reduced bacterial adhesion to the implant surface >0.05% CHG (~5.5 log vs ~1.5 log; P < .01). Discs irrigated with either 0.05% CHG or NS removed all dip solution adsorbed to the hydrophilic surface, allowing bacterial growth. VG irrigation adsorbed to the hydrophilic surface even after 0.05% CHG or NS dips, reducing bacterial adherence (~3 log). Dipping and irrigating discs with VG was most effective in reducing adherent bacteria (~5.5 log) and was the only irrigation that showed antimicrobial activity. CLINICAL TRANSLATION: VG, when used both as a prophylactic dip and as an intraoperative irrigation solution for hydrophilic penile implant surfaces, has improved efficacy to 0.05% CHG and NS. STRENGTHS AND LIMITATIONS: This is the first study to compare the use of VG, 0.05% CHG, and NS as prophylactic dips and intraoperative irrigations for hydrophilic penile implant surfaces. Limitations include the use of in vitro studies, which serve as a proxy for in vivo practices and may not be entirely accurate nor translatable clinically. CONCLUSION: We demonstrated the superior efficacy of VG as a combined dip and irrigation solution for hydrophilic penile implant surfaces compared with 0.05% CHG.

Study Protocol for a Randomized Controlled Trial of Low Intensity Shockwave Therapy for the Treatment of Post-Radical Prostatectomy Erectile Dysfunction: "SHARP-ED TRIAL".

Introduction: Erectile Dysfunction (ED) is a common challenge post Radical Prostatectomy (RALP), affecting men's sexual health after undergoing definitive cancer therapy. Despite employing nerve-sparing techniques, ED remains a prevalent issue in this population. Studies indicate that approximately 70%-85% of men experience varying degrees of ED following RALP. The existing treatment landscape for post-RALP-ED presents limitations, and a discernible knowledge gap persists. To address this, our study aims to investigate the efficacy of Shockwave Therapy (SWT) as a potential intervention for managing ED after RALP. Methods: This prospective, randomized, sham-controlled clinical trial aims to recruit 189 eligible patients post-RP and assess the effects of SWT. Comprehensive screening, including medical history, physical examinations, and biochemical evaluations, will be conducted to confirm eligibility. The intervention involves utilizing a device to administer focal shockwaves targeted at cavernosal tissue. Safety measures include continuous monitoring for adverse events and rigorous reporting protocols. The primary endpoint assesses changes in participants' ability to engage in penetrative intercourse from baseline to study completion, while secondary endpoints encompass various measures of erectile function, including questionnaire-based assessments, ultrasound parameters, and clinical outcomes. Results: Statistical analysis, encompassing ANOVA for continuous variables and Fisher's exact test for categorical ones, will evaluate demographic characteristics, baseline data, and primary as well as secondary outcomes for statistical significance. Detailed analysis of trends, subgroup comparisons, and treatment effects will provide a comprehensive understanding of the impact of SWT on post-RP ED. Conclusion: This study protocol represents a rigorous investigation into the potential therapeutic role of SWT in managing post-RP ED. The outcomes from this study aim to contribute valuable insights into the efficacy, safety, and potential improvements in erectile function following SWT, providing significant guidance for future interventions aimed at addressing this challenging condition affecting men's health and quality of life.

Perioperative risk predictors for gender affirming surgery in the NSQIP database.

INTRODUCTION: Gender affirming surgeries (GAS), such as phalloplasty (PLPs) and vaginoplasty (VGPs), are important aspects of medical care for transgender patients. Here, we aim to better characterize patient demographics and surgical outcomes for PLPs and VGPs using the National Surgical Quality Improvement Program (NSQIP). We hypothesized that frailty indices would be predictive of perioperative PLP and VGP risk and outcomes for PLPs and VGPs. MATERIALS AND METHODS: Primary GAS, specifically PLPs and VGPs performed from 2006-2020 were identified in NSQIP. Baseline frailty was based on NSQIP's modified frailty index (mFI) and preoperative morbidity probability (morbprob) variable. RESULTS: Fifty-eight PLPs and 468 VGPs were identified. The overall 30-day complication rate for PLP was 26%, with 17% of total patients experiencing minor complications and 16% experiencing major complications. The overall, minor, and major complication rates for VGP were 14%, 7%, and 9% respectively. Readmissions and reoperations occurred in 7% PLP and 5% VGP patients. No deaths occurred in either group within 30 days. The mFI scores were not predictive of 30-day complications or LOS. NSQIP morbprob was predictive of 30-day complications for both PLP (OR 4.0, 95% CI 1.08-19.59, p = 0.038) and VGP (OR 2.39, 95% CI 1.46-3.97, p = 0.0005). NSQIP's morbprob was also predictive of extended LOS for PLP patients (6.3 ± 1.3 days, p = 0.03). CONCLUSIONS: This study describes patient characteristics and complication rates of PLPs and VGPs. The NSQIP preoperative morbprob is an effective predictor of surgical complications and is better than the mFI.

Society of Urologic Prosthetic Surgeons' Coding and Billing Position Statement on Ancillary/Adjunct Penile Prosthesis Surgical Procedures: Part I.

OBJECTIVE: To create a society position statement on common adjunct penile prosthesis (PP) procedures. While the Medicare Current Procedural Terminology code book lists descriptions of procedures, it is very brief and lacks detail in the small subspecialty of prosthetic urology. At educational/research meetings, wide variation was found in how experts in prosthetic urology code the same procedures, and need for a standardized format in billing common ancillary surgery was voiced. METHODS: A subcommittee within the Society of Urologic Prosthetic Surgeons developed a survey assessing coding options for several procedures commonly adjunct to PP placement, which was distributed in the fall of 2022. The results of the survey were used to develop consensus statements on coding adjunct PP procedures; statements were distributed among society membership and meetings for approval. RESULTS: Thirty members replied to the survey; demographics were obtained as follows: 73% were trained in a fellowship, 50% identified as university/academic practitioners, and 50% in community/private practice; and 63% respondents place more than 50 implants annually. Only 1 of the 30 respondents stated confidence in coding for these ancillary procedures. Specifically, differences in how to code curvature correction procedures were observed throughout the survey results. CONCLUSION: Only 1 in 30 prosthetic urologists expressed confidence in coding and billing of adjunct PP procedures, further confirming the need for a society position statement. Therefore, we generated a consensus society position statement on common surgeries that are adjunct to PP placement.

Addressing the need for preclinical study of penile prosthesis infection: a new animal model and narrative review.

Background and Objective: Erectile dysfunction (ED) is a common condition in men, and many patients refractory to conservative treatment may undergo penile prostheses (PPs) placement. The primary concern following PP implantation is device infection. Although antibiotic and hydrophilic coatings have reduced the incidence of inflatable PP (IPP) infections, there remains room for improvement. Optimization of PP outcomes requires a practical in vivo model to better understand mechanisms of infection and to test new infection control strategies. We aimed to describe a new rabbit model which contains a functional IPP and review previously reported animal PP models. Methods: An IPP was placed into rabbit flanks and cycled for functionality testing. Rabbits were evaluated for signs of pain and distress over 14 days. Separately, narrative review methodology was utilized to search the PubMed and Scopus databases for all publications through March 21, 2023, which studied PP within an in vivo setting. Three independent reviewers ultimately selected 12 papers from 1992-2021 for inclusion. Key Content and Findings: Several animal studies highlighted the initial functionality or feasibility of devices for ED before their introduction in the clinical setting. There are several subsequent studies aimed at optimizing the type of antibiotic use or coating material using segments of PP material in an in vivo setting. However, the literature lacks a contemporary animal model containing a functional IPP. Our novel rabbit model offers a safe, practical way to implant a functioning IPP and investigate new perioperative infection prevention and treatment strategies before trials in the clinical setting. Conclusions: Animal models have played a key role in testing medical devices, including PPs, prior to their clinical introduction. Our review uncovered no modern animal studies involving placement of a functional PP. A new animal model can facilitate study of evolving microorganism profiles, novel methods to enhance antibiotic delivery, and proposed treatment options.

Spending on public benefit programs and exposure to adverse childhood experiences.

BACKGROUND: Adverse childhood experiences are associated with poverty, and public benefit programs are increasingly used as primary prevention for negative child outcomes. OBJECTIVE: To estimate the association between spending on benefit programs and cumulative exposure to ACEs among children. PARTICIPANTS AND SETTING: Children aged 0-17 years in the United States during 2016-17 as reported in National Survey of Children's Health. METHODS: We examined the sum of state and federal spending on 5 categories of public benefit programs at the state-level. The primary exposure was mean annual spending per person living below the Federal poverty limit across 2010-2017 Federal fiscal years. The primary outcome was children <18 years old having ever been exposed to ≥ 4 ACEs. RESULTS: Nationally, 5.7 % (95 % confidence interval [CI] 5.3 % - 6.0 %) of children had exposure to ≥ 4 ACEs. After adjustment for children's race and ethnicity, total spending on benefit programs was associated with lower exposure to ≥ 4 ACEs (odds 0.96 [95 % CI: 0.95, 0.97]; p < 0.001). Increased spending in each individual benefit category was also associated with decreased cumulative ACEs exposure (all p < 0.05). Inverse associations were largely consistent when children were stratified by race and ethnicity and income strata. CONCLUSIONS: Investments in public benefit programs may not only decrease poverty but also have broad positive effects on near- and long-term child well-being beyond the programs' stated objectives. Findings support federal and state efforts to prioritize families' economic stability as part of a public health model to prevent ACEs.

Evaluating the management trends for priapism and assessing the risk of priapism after in-office intracavernosal injections: a cross-sectional analysis.

We describe the management trends of patients suffering from any priapism and evaluate the risks of developing priapism after intracavernosal injections (ICI) performed in office. We queried TriNetX for two separate male adult cohorts - those presenting with any priapism based on International Classification of Disease code, N48.3 (priapism) and those who underwent ICI in office based on Current Procedural Terminology code, 54235 (injection of corpora cavernosa with pharmacologic agent[s]). We evaluated treatment options for these patients after any priapism and described demographic risks for developing priapism after ICI performed in office. There were 17,545 priapism encounters and 26,104 usages of ICI in the office. Most common treatment for any priapism was corporal irrigation/injection of medications (11.3%). Patients presenting with priapism after ICI were younger (age > 65 years, OR 0.44 [95% CI 0.38-0.51], p < 0.01) and had a higher prevalence of mood disorders (20% vs 14%), behavioral disorders (7% vs 2%) and sickle cell disease (6% vs <1%). They were less likely to have diabetes (14% vs 22%), hypertension (33% vs 40%), prostate cancer (13% vs 25%) or have taken sildenafil or tadalafil (29-30% vs 35-38%). For patients administering ICI, proper screening and counseling of priapism is important to reduce complications.

How a Team Effectiveness Approach to Health Systems Science Can Illuminate Undergraduate Medical Education Outcomes.

ABSTRACT: Health care delivery requires physicians to operate in teams to successfully navigate complexity in caring for patients and communities. The importance of training physicians early in core concepts of working in teams (i.e., "teaming") has long been established. Over the past decade, however, little evidence of team effectiveness training for medical students has been available. The recent introduction of health systems science as a third pillar of medical education provides an opportunity to teach and prepare students to work in teams and achieve related core competencies across the medical education continuum and health care delivery settings. Although educators and health care system leaders have emphasized the teaching and learning of team-based care, conceptual models and evidence that inform effective teaming within all aspects of undergraduate medical education (including classroom, clinical, and community settings) are needed to advance the science regarding learning and working in teams. Anchoring teaming through the core foundational theory of team effectiveness and its operational components could catalyze the empirical study of medical student teams, uncover modifiable factors that lead to the evidence for improved student learning, and improve the link among competency-based assessments between undergraduate medical education and graduate medical education. In this article, authors articulate several implications for medical schools through 5 conceptual areas: admissions, the design and teaching of team effectiveness in health systems science curricula, the related competency-based assessments, and course and program evaluations. The authors then discuss the relevance of the measurable components and intended outcomes to team effectiveness in undergraduate medical education as critical to successfully prepare students for teaming in clerkships and eventually residency and clinical practice.

Adaptive Intervention to Prevent Respiratory Illness in Cerebral Palsy: Protocol for a Feasibility Pilot Randomized Controlled Trial.

BACKGROUND: This study will pilot-test an innovative just-in-time adaptive intervention to reduce severe respiratory illness among children with severe cerebral palsy (CP). Our intervention program, Respiratory Exacerbation-Plans for Action and Care Transitions (RE-PACT), delivers timely customized action planning and rapid clinical response when hospitalization risk is elevated. OBJECTIVE: This study aims to establish RE-PACT's feasibility, acceptability, and fidelity in up to 90 children with severe CP. An additional aim is to preliminarily estimate RE-PACT's effect size. METHODS: The study will recruit up to 90 caregivers of children with severe CP aged 0 to 17 years who are cared for by a respiratory specialist or are receiving daily respiratory treatments. Participants will be recruited from pediatric complex care programs at the University of Wisconsin-Madison (UW) and the University of California, Los Angeles (UCLA). Study participants will be randomly assigned to receive usual care through the complex care clinical program at UW or UCLA or the study intervention, RE-PACT. The intervention involves action planning, rapid clinical response to prevent and manage respiratory illness, and weekly SMS text messaging surveillance of caregiver confidence for their child to avoid hospitalization. RE-PACT will be run through 3 successively larger 6-month trial waves, allowing ongoing protocol refinement according to prespecified definitions of success for measures of feasibility, acceptability, and fidelity. The feasibility measures include recruitment and intervention time. The acceptability measures include recruitment and completion rates as well as intervention satisfaction. The fidelity measures include observed versus expected rates of intervention and data collection activities. The primary clinical outcome is a severe respiratory illness, defined as a respiratory diagnosis requiring hospitalization. The secondary clinical outcomes include hospital days and emergency department visits, systemic steroid courses, systemic antibiotic courses, and death from severe respiratory illness. RESULTS: The recruitment of the first wave began on April 27, 2022. To date, we have enrolled 30 (33%) out of 90 participants, as projected. The final wave of recruitment will end by October 31, 2023, and the final participant will complete the study by April 30, 2024. We will start analyzing the complete responses by April 30, 2024, and the publication of results is expected at the end of 2024. CONCLUSIONS: This pilot intervention, using adaptive just-in-time strategies, represents a novel approach to reducing the incidence of significant respiratory illness for children with severe CP. This protocol may be helpful to other researchers and health care providers caring for patients at high risk for acute severe illness exacerbations. TRIAL REGISTRATION: ClinicalTrials.gov NCT05292365; https://clinicaltrials.gov/study/NCT05292365. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/49705.

Androgens and Urethral Health: How Hypogonadism Affects Postoperative Outcomes of Patients Undergoing Artificial Urinary Sphincter or Inflatable Penile Prosthesis Placement.

OBJECTIVE: To determine the role of androgens in penile and urethral health, we sought to understand what impact hypogonadism may have on artificial urinary sphincter (AUS) and inflatable penile prosthesis (IPP) outcomes. We hypothesize that patients with hypogonadism are at increased risk of reinterventions, complications, and infections. METHODS: We queried the TriNetX Global Database in March 2023 for patients receiving an AUS or IPP, looking at lifetime reintervention, complication, and infection rates. We conducted multiple comparisons: (1) eugonadal patients against hypogonadal patients, (2) hypogonadal patients on testosterone replacement therapy (TRT) against hypogonadal patients not on TRT, and (3) hypogonadal patients on TRT against eugonadal patients. RESULTS: Hypogonadal patients undergoing AUS had more complications (33.5% vs 28.3%), higher reintervention rates (27.7% vs 24.3%) and higher infection rates (7.3% vs 6.8%), albeit none reaching significance. Hypogonadal patients undergoing IPP had significantly higher infection rates (6.3% vs 4.4%, RR 1.5 (1.04, 2.04)) and reintervention rates (14.9% vs 11.9%, RR 1.3 (1.04, 1.61)), but not complication rates (21.9% vs 18.9%). When comparing patients with hypogonadism on TRT vs off TRT, there was not a significant difference in reinterventions, or complications, in AUS and IPP patients, but there were significantly more infections in IPP patients (7.0% vs 3.9%, RR 1.9 (1.002, 3.5)). CONCLUSION: Hypogonadal patients have more reinterventions, complications, and infections following urologic implant surgery, to varying levels of significance. TRT may not be completely protective to improve tissue health but with many limitations that should be explored in further research.

Stressors and Silver Linings during COVID-19: Implications for Supporting Families with Young Children in a Post-Pandemic World.

OBJECTIVES: To better understand impacts of the COVID-19 pandemic and resulting economic and social disruptions on families, we analyzed qualitative data capturing perspectives from parents of young children. METHODS: This study analyzes interviews of parents of children aged 1-3.5 years at enrollment, recruited from four primary care systems serving mainly lower-income Hispanic families in Los Angeles, California. Interviews were conducted over 15 months beginning September 2020. Analyses focused on the open-ended question: Please describe in your own words how the COVID-19 pandemic has affected you and your family. We used iterative, multi-step processes to identify emergent qualitative themes. RESULTS: A total of 460 parent responses were collected and coded. Key themes and subthemes were tested for interrater reliability, with Kappa ranging from 0.74 to 0.91. Thematic analysis revealed two groups of responses, one emphasizing stress and one emphasizing "silver linings." Parents cited a range of stressors, from fear of COVID-19 to social isolation. Those emphasizing "silver linings" also referenced formal or informal supports - especially government/community assistance programs and childcare access - that enabled stronger family ties and positive lifestyle modifications. CONCLUSIONS FOR PRACTICE: Experiences of families with young children during COVID-19 were not uniform. Economic stability and reliable childcare may be critical mediators of family stress. Results affirm that the pandemic's impacts were distributed through channels largely built on, and possibly exacerbating, existing disparities. For lower-income families with young children, funding for public and private programs that target economic stability and childcare assistance may merit prioritization in future socio-economic disruptions.

Potassium channel modulation in macrophages sensitizes dorsal root ganglion neurons after nerve injury.

Macrophages and satellite glial cells are found between injured and uninjured neurons in the lumbar dorsal root ganglia (DRG). We explored the mechanism of neuro-immune and neuron-glia crosstalk leading to hyperexcitability of DRG neurons. After spared nerve injury (SNI), CX3CR1+ resident macrophages became activated, proliferated, and increased inward-rectifying potassium channel Kir 2.1 currents. Conditioned medium (CM) by macrophages, obtained from DRG of SNI mice, sensitized small DRG neurons from naïve mice. However, treatment with CM from GFAP+ glial cells did not affect neuronal excitability. When subjected to this macrophage-derived CM, DRG neurons had increased spontaneous activity, current-evoked responses and voltage-gated NaV 1.7 and NaV 1.8 currents. Silencing Kir 2.1 in macrophages after SNI prevented the induction of neuronal hyperexcitability from their CM. Blocking vesicular exocytosis or soluble tumor necrosis factor in CM or interfering with the downstream intracellular p38 pathway in neurons, also prevented neuronal hyperexcitability. Blocking protein trafficking in neurons reduced the effect of CM, suggesting that the hyperexcitable state resulted from changes in NaV channel trafficking. These results suggest that DRG macrophages, primed by peripheral nerve injury, contribute to neuron-glia crosstalk, NaV channel dysregulation and neuronal hyperexcitability implicated in the development of neuropathic pain.

Public Benefit Programs and Differential Associations With Child Maltreatment by Race and Ethnicity.

Importance: Public benefit programs, including state spending on local, state, and federal-state partnership programs, have consistently been associated with overall reductions in child protective services (CPS) involvement. Inequities in eligibility and access to benefit programs may contribute to varying associations by race and ethnicity. Objective: To determine whether associations between state spending on benefit programs and rates of CPS investigations differ by race and ethnicity. Design, Setting, and Participants: This cross-sectional ecological study used repeated state-level measures of child maltreatment from the National Child Abuse and Neglect Data System and population estimates from the US Census Bureau for all Black, Hispanic, and White children. All 50 US states from October 1, 2009, through September 30, 2019 (fiscal years 2010-2019), were included. Data were collected and analyzed from May 13, 2022, to March 2, 2023. Exposures: Annual state spending on benefit programs per person living below the federal poverty limit, total and by the following subcategories: (1) cash, housing, and in-kind; (2) housing infrastructure; (3) child care assistance; (4) refundable earned income tax credit; and (5) medical assistance programs. Main Outcomes and Measures: Race- and ethnicity-specific rates of CPS investigations. Generalized estimating equations, with repeated measures of states, an interaction between race and spending, and estimated incidence rate ratios (IRRs) and 95% CIs for incremental changes in spending of US $1000 per person living below the federal poverty limit were calculated after adjustment for federal spending, race- and ethnicity-specific child poverty rate, and year. Results: A total of 493 state-year observations were included in the analysis. The association between total spending and CPS investigations differed significantly by race and ethnicity: there was an inverse association between total state spending and CPS investigations for White children (IRR, 0.94 [95% CI, 0.91-0.98]) but not for Black children (IRR, 0.98 [95% CI, 0.94-1.02]) or Hispanic children (IRR, 0.99 [95% CI, 0.95-1.03]) (P = .02 for interaction). Likewise, inverse associations were present for only White children with respect to all subcategories of state spending and differed significantly from Black and Hispanic children for all subcategories except the refundable earned income tax credit (eg, IRR for medical assistance programs for White children, 0.89 [95% CI, 0.82-0.96]; P = .005 for race and spending interaction term). Conclusions and Relevance: These results raise concerns that benefit programs may add relative advantages for White children compared with Black and Hispanic children and contribute to racial and ethnic disparities in CPS investigations. States' eligibility criteria and distribution practices should be examined to promote equitable effects on adverse child outcomes.

Does Operative Time Affect Complication Rate in Laparoscopic Cholecystectomy.

BACKGROUND: Laparoscopic cholecystectomy is the most common laparoscopic procedure performed in the United States. Our aim was to determine if increased operative time (OT) is associated with increased morbidity following laparoscopic cholecystectomy. METHODS: Using ACS NSQIP from 2006 to 2015, we identified all adult (≥18 years) patients that underwent laparoscopic cholecystectomy for cholecystitis performed within 3 days of admission. Our analysis was limited to cases with OT ≥15 minutes and ≤360 minutes. Outcome variables included postoperative surgical site infections (SSI), dehiscence, pneumonia, reintubation, failure to wean from ventilator, pulmonary embolism, renal failure, urinary tract infection, cardiac arrest, myocardial infarct, bleeding, deep vein thrombosis, sepsis, septic shock, return to the operating room, and death. RESULTS: 7,031 cases met inclusion criteria. Median OT was 63 minutes, first quartile was 46 minutes and third quartile was 87 minutes. Logistic regression analysis showed that increased OT (third vs first quartile) was an independent risk factor for superficial SSI (OR 1.75, 95% CI 1.36-2.25, P < .0001), organ-space SSI (OR 1.77, 95% CI 1.33-2.35, P < .0001), dehiscence (OR 2.03, 95% CI 1.01-4.07, P = 0.0470), and septic shock (OR 1.81, 95% CI 1.06-3.09, P = 0.0286). Increased OT was independently associated with increased LOS (fourth vs 1st quartile: IRR 1.53, P < 0.0001; third vs 1st quartile: IRR 1.29, P < .0001; 2nd vs 1st quartile: IRR 1.16, P < 0.0001). CONCLUSION: Increased OT is independently associated with morbidity and increased LOS following laparoscopic cholecystectomy for cholecystitis. Prospective studies are warranted to determine which factors contribute to increased OT and why.

Characterisation of GFAP-Expressing Glial Cells in the Dorsal Root Ganglion after Spared Nerve Injury.

Satellite glial cells (SGCs), enveloping primary sensory neurons' somas in the dorsal root ganglion (DRG), contribute to neuropathic pain upon nerve injury. Glial fibrillary acidic protein (GFAP) serves as an SGC activation marker, though its DRG satellite cell specificity is debated. We employed the hGFAP-CFP transgenic mouse line, designed for astrocyte studies, to explore its expression within the peripheral nervous system (PNS) after spared nerve injury (SNI). We used diverse immunostaining techniques, Western blot analysis, and electrophysiology to evaluate GFAP+ cell changes. Post-SNI, GFAP+ cell numbers increased without proliferation, and were found near injured ATF3+ neurons. GFAP+ FABP7+ SGCs increased, yet 75.5% of DRG GFAP+ cells lacked FABP7 expression. This suggests a significant subset of GFAP+ cells are non-myelinating Schwann cells (nmSC), indicated by their presence in the dorsal root but not in the ventral root which lacks unmyelinated fibres. Additionally, patch clamp recordings from GFAP+ FABP7-cells lacked SGC-specific Kir4.1 currents, instead displaying outward Kv currents expressing Kv1.1 and Kv1.6 channels specific to nmSCs. In conclusion, this study demonstrates increased GFAP expression in two DRG glial cell subpopulations post-SNI: GFAP+ FABP7+ SGCs and GFAP+ FABP7- nmSCs, shedding light on GFAP's specificity as an SGC marker after SNI.

Case scenario generators for trauma surgery simulation utilizing autoregressive language models.

Trauma is the leading cause of death in adults under the age of 45 and the fourth leading cause of death in the United States. Effective delivery of trauma care centers on being well versed in the Advanced Trauma Life Support (ATLS) protocol, which requires high levels of clinical experience. Often this comes from having been exposed to the many permutations of common types of injuries as well as exposed to rarer scenarios, but with potential harm to patients. Case scenarios, which are sequential representations of clinical events, can help trainees receive clinical exposure without harming patients. However authoring case scenarios requires domain expertise, wide experience, and the ability to intelligently respond to inputs, and as such is currently an arduous task. Autoregressive generative models trained on large amounts of clinical data, such as the National Trauma Data Bank (NTDB), pose a possible solution to overcome the cost of authorship while providing broad and accessible clinical experience to trainees. We have developed a Trauma AI model composed of an autoregressive generative model based on the transformer architecture for generating potential case scenario combined with an out-of-domain detection for filtering out less plausible scenarios. The GPT2 model is trained on 1.1 million case scenarios derived from the NTDB data. We demonstrate that Trauma AI is capable of generating realistic case scenarios that encode the ATLS protocol as a latent feature of the sequence of provider interventions, including scenarios that do not have any parallels in the original dataset. We also present an unsupervised means of filtering out unrealistic sequences by identifying out-of-domain sequences, and demonstrate that this improves the realism of the generated case scenarios.