A rapid review on current and potential uses of large language models in nursing

BACKGROUND

The application of large language models across commercial and consumer contexts has grown exponentially in recent years. However, a gap exists in the literature on how large language models can support nursing practice, education, and research. This study aimed to synthesize the existing literature on current and potential uses of large language models across the nursing profession.

METHODS

A rapid review of the literature, guided by Cochrane rapid review methodology and PRISMA reporting standards, was conducted. An expert health librarian assisted in developing broad inclusion criteria to account for the emerging nature of literature related to large language models. Three electronic databases (i.e., PubMed, CINAHL, and Embase) were searched to identify relevant literature in August 2023. Articles that discussed the development, use, and application of large language models within nursing were included for analysis.

RESULTS

The literature search identified a total of 2028 articles that met the inclusion criteria. After systematically reviewing abstracts, titles, and full texts, 30 articles were included in the final analysis. Nearly all (93 %; n = 28) of the included articles used ChatGPT as an example, and subsequently discussed the use and value of large language models in nursing education (47 %; n = 14), clinical practice (40 %; n = 12), and research (10 %; n = 3). While the most common assessment of large language models was conducted by human evaluation (26.7 %; n = 8), this analysis also identified common limitations of large language models in nursing, including lack of systematic evaluation, as well as other ethical and legal considerations.

DISCUSSION

This is the first review to summarize contemporary literature on current and potential uses of large language models in nursing practice, education, and research. Although there are significant opportunities to apply large language models, the use and adoption of these models within nursing have elicited a series of challenges, such as ethical issues related to bias, misuse, and plagiarism.

CONCLUSION

Given the relative novelty of large language models, ongoing efforts to develop and implement meaningful assessments, evaluations, standards, and guidelines for applying large language models in nursing are recommended to ensure appropriate, accurate, and safe use. Future research along with clinical and educational partnerships is needed to enhance understanding and application of large language models in nursing and healthcare.

A160 A SARCOMATOID CARCINOMA OF THE COMMON BILE DUCT PRESENTING AS PAINLESS JAUNDICE AND EXTRAHEPATIC BILIARY OBSTRUCTION

Background

Sarcomatoid carcinomas are extremely rare tumors made of epithelial and mesenchymal elements. They have been found in various organs, but presence in the common bile duct (CBD) has only been reported a handful of times. Insight regarding the clinical history, histopathology, treatment, and prognosis is limited. The majority of CBD sarcomatoid carcinomas have occurred in elderly women, including this case. Surgical resection is the mainstay of treatment and the roles for chemotherapy and radiation therapy are undetermined. Prognosis is variable, but generally poor.

Purpose

Additional information regarding sarcomatoid carcinomas of the CBD will aid in establishing a timely diagnosis and may alter treatment options and prognosis. We aim to add to the limited literature surrounding this rare CBD neoplasm.

Method

A 71-year-old female presented with painless jaundice, decreased appetite, and weight loss. Initial investigations showed an alkaline phosphatase (ALP) of 3075 U/L, aspartate transaminase (AST) of 507 U/L, alanine aminotransferase (ALT) of 298 U/L, total bilirubin of 325.5 µmol/L, and direct bilirubin of 254.1 µmol/L. Initial computed tomography (CT) scan done showed marked intra- and extrahepatic biliary ductal dilation with appropriate tapering and the presence of a distal CBD hyperdensity. Tissue biopsy obtained by endoscopic retrograde cholangiopancreatography (ERCP) was suspicious for a malignant peripheral nerve sheath tumor. The differential also included synovial sarcoma and sarcomatoid mesothelioma.

Result(s)

After multidisciplinary discussion involving hepatobiliary surgery, medical oncology, and radiation oncology, pancreaticoduodenectomy was performed; there was no role for neoadjuvant/adjuvant chemotherapy/radiation therapy. Final pathology revealed a well circumscribed mass with a narrow attachment to the posterior CBD, measuring 5.6 x 3.2 x 2.8 cm. Immunohistochemistry showed mixed differentiation with sarcomatoid, squamous, and glandular components, consistent with a sarcomatoid carcinoma. H3K27me3 expression was lost in neoplastic cells. Immunostaining showed strong expression of vimentin and weak expression of CD34, calretinin, CK5 and EMA. Post-operative course was complicated by pancreaticojejunal leak, surgical wound infection, myocardial injury, and esophageal stricturing. 14-weeks post-pancreaticoduodenectomy the patient was found to have C.difficile infection and a perforated viscus, exact location of which was not visible on imaging. Emergent laparotomy revealed a gastroduodenal leak and diffuse small bowel ischemia. The patient passed away shortly after emergent surgery.

Conclusion(s)

This case illustrates a rare presentation of sarcomatoid carcinoma within the CBD and highlights some of the diagnostic challenges, limited management strategies, complications, and potential poor prognosis of the disease. Further research is required to guide diagnosis and management, and ultimately improve patient outcomes.

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Disclosure of Interest

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Long-term impact of early non-infectious complications at the initiation of peritoneal dialysis

BACKGROUND

Early non-infectious complications at initiation of peritoneal dialysis (PD) are a major burden with unknown long-term impacts on individuals.

METHODS

Prospective multicentre cohort study using univariable and multivariable Cox regression to identity mortality risk and PD discontinuation risk in those with and without non-infectious complications. All individuals commencing PD between 1 January 2014 and 31 December 2018, registered in the New Zealand Peritoneal Dialysis Registry (NZPDR) were followed up to 31 December 2020. Early non-infectious complications defined as functional, catheter-related, exit-site dialysate leak or anatomical leak complications occurring within 30 days of initiation of PD. Primary outcomes were patient survival and time on PD therapy. Secondary outcomes were peritonitis free survival, first PD catheter survival and catheter tunnel infection free survival.

RESULTS

Of 1596 individuals included in the study, 102 experienced an early non-infectious complication. Multivariable analysis demonstrated these complications were associated with higher risk of overall mortality (hazard ratio (HR) 1.71; 95% confidence interval (CI) 1.21-2.44), PD discontinuation (HR 1.84; 95% CI 1.41-2.41) and first catheter failure (HR 2.89; 95% CI 2.28-3.66). No difference was found for risk of development of first peritonitis episode or catheter tunnel infection. Mortality risk was associated with functional and exit-site dialysate leak complications and continued beyond 180 days. Risk of PD discontinuation and first catheter loss were associated with catheter and functional complications in the first 180 days.

CONCLUSION

Early non-infectious complications are associated with long-term mortality risk. Further research in risk factors and causes of early non-infectious complications are required.

970 FRAILTY IS INVERSELY CORRELATED WITH SERUM ALBUMIN IN ACUTE HIP FRACTURE

Introduction

Frailty and sarcopenia have been shown to significantly increase the risk of falls, traumatic hip fractures and all-cause mortality in the elderly. The assessment of frailty using a validated clinical frailty scale such as that proposed by Rockwood et al., therefore, continues to remain an important step in determining post-operative prognosis in patients undergoing hip fracture surgery. The purpose of this study was to examine the relationship between frailty and serum albumin—an independent biochemical predictor of survival in hip fracture patients (1).

Method

This retrospective cross-sectional study analysed 190 patients, aged above 60 years, admitted to Queen’s Hospital Burton (QHB) between the 1st January and 28th December 2019 with a newly diagnosed hip fracture. Pre-operative serum albumin levels (g/L) and Rockwood clinical frailty scores (rCFS) were recorded from electronic medical records (EMR). Using the SPSS 27 statistical package, Pearson’s correlation co-efficient and linear regression analysis were carried out using these variables.

Results

A total of 190 patients were included in the study (57 male, 133 female). Mean patient age was 82.2 ± 8.47 years. More than 50% of patients had a Rockwood CFS ≥5. Mean serum albumin (g/L) was 37.3 ± 6.56. A statistically significant inverse correlation was demonstrated between pre-operative serum albumin levels and Rockwood CFS (r = −0.243, p < 0.001).

Conclusion

This study showed how serum albumin, a negative acute phase reactant and marker of chronic malnutrition, is inversely associated with frailty in hip fracture patients and the important role of Rockwood CFS and pre-operative serum albumin levels in the prognostication of hip fractures in the elderly. References 1) Bohl D, Shen M, Hannon C, Fillingham Y, Darrith B, Della Valle C. Serum Albumin Predicts Survival and Postoperative Course Following Surgery for Geriatric Hip Fracture. Journal of Bone and Joint Surgery. 2017;99(24):2110–2,118.

975 RELATIONSHIP BETWEEN HAND GRIP STRENGTH (HGS) AND 10 YEAR PROBABILITY OF MAJOR OSTEOPOROTIC FRACTURES IN OLDER

Introduction

HGS has been shown to be associated with adverse outcomes in a wide range of conditions. It has also been found to be associated with bone mineral density and is inversely associated with risk of osteoporotic fractures. The aim of this study was to determine the association between HGS and 10 year probability of sustaining a major osteoporotic fractures in older inpatient and to evaluate the effect of gender on this association.

Method

This was a cross-sectional, observational analysis of older patients admitted into hospital between September and November 2021. HGS was measured in these patients using the JAMAR hydraulic hand held dynamometer. The Southampton protocol was used. The FRAX UK tool (without BMD) was used to calculate 10 year probability of major osteoporotic fractures. Patients were included if they were 60 years and above. Younger patients were excluded as were stroke patients. Patients with incomplete data were excluded from analysis. The SPSS 27 package was used for statistical analysis. Baseline characteristics were calculated using descriptive statistics. Pearson’s correlation coefficient and linear regression were used to calculate correlation.

Results

104 patients were analysed—41 males and 63 females. Mean age was 83 years (SD 8.2). Grip strength was inversely correlated with FRAX UK in predicting 10 year probability of major osteoporotic fractures in all patients, male patients and female patients (r = −0.452; p < 0.001, r = −0.351; p = 0.02 and r = −0.271; p = 0.03 respectively).

Conclusion

Grip strength is negatively associated with increased probability of major osteoporotic fractures in older inpatients. Reference(s) Ma Y, Fu L, Jia L, et al. Muscle strength rather than muscle mass is associated with osteoporosis in older Chinese adults. J Formos Med Assoc. 2018;117(2):101–108. doi:10.1016/j.jfma.2017.03.004

French trends in carpal tunnel surgery: An online survey of members of the French Society for Surgery of the Hand

Several surgical and anesthesia techniques are used in carpal tunnel surgery. The practices of members of the American Society for Surgery of the Hand and the Canadian Society of Plastic Surgery were recently published and compared. Because of the great difference in these practices, we investigated the practices of the members of the French Society for Surgery of the Hand and how they would change. An online survey including 14 systematic and 12 conditional questions was sent by email to all 685 surgeons who were members of the French Society for Surgery of the Hand in July 2019. Data were analyzed using descriptive statistics. The survey was completed by 129 members (19%). The open approach was used by 56% of the surgeons (8% by traditional open technique, 48% by minimally invasive open technique), endoscopic techniques by 40% and ultrasound-guided techniques by 4%. Most surgeons used regional anesthesia (69%) or local anesthesia (25%). Half of the surgeons (50%) would consider changing their surgical technique. Sixty-one percent were interested in ultrasound-guided techniques and 34% in endoscopic techniques. Almost half the surgeons (48%) would consider changing their anesthesia technique and 97% were interested in local anesthesia. Our study showed that the open approach and regional anesthesia were the most frequently used techniques but that an increase in endoscopic and ultrasound-guided techniques as well as local anesthesia techniques was likely. LEVEL OF EVIDENCE: Economic and decision analysis V.

Budget constrained machine learning for early prediction of adverse outcomes for COVID-19 patients

The combination of machine learning (ML) and electronic health records (EHR) data may be able to improve outcomes of hospitalized COVID-19 patients through improved risk stratification and patient outcome prediction. However, in resource constrained environments the clinical utility of such data-driven predictive tools may be limited by the cost or unavailability of certain laboratory tests. We leveraged EHR data to develop an ML-based tool for predicting adverse outcomes that optimizes clinical utility under a given cost structure. We further gained insights into the decision-making process of the ML models through an explainable AI tool. This cohort study was performed using deidentified EHR data from COVID-19 patients from ProMedica Health System in northwest Ohio and southeastern Michigan. We tested the performance of various ML approaches for predicting either increasing ventilatory support or mortality. We performed post hoc analysis to obtain optimal feature sets under various budget constraints. We demonstrate that it is possible to achieve a significant reduction in cost at the expense of a small reduction in predictive performance. For example, when predicting ventilation, it is possible to achieve a 43% reduction in cost with only a 3% reduction in performance. Similarly, when predicting mortality, it is possible to achieve a 50% reduction in cost with only a 1% reduction in performance. This study presents a quick, accurate, and cost-effective method to evaluate risk of deterioration for patients with SARS-CoV-2 infection at the time of clinical evaluation.

Natural History of Cricopharyngeus Muscle Dysfunction Symptomatology

Cricopharyngeus muscle dysfunction (CPMD) is a common cause for progressive dysphagia and can lead to dietary restriction, reduced nutrition, weight loss, and pneumonia. There is a continuum between small, non-obstructive cricopharyngeus bars representing mild disease and severely obstructive bars or Zenker's diverticulum forming late-stage disease, but the natural history of untreated CPMD and the associated time course for progression is unknown. Retrospective longitudinal cohort study from a tertiary outpatient dysphagia centre. Patients diagnosed with CPMD by fluoroscopy and either awaiting surgical treatment or electing non-operative management were evaluated through prospectively collected Eating Assessment Tool-10 (EAT-10) and Functional Oral Intake Scale (FOIS). Review of available imaging identified degree of CPMD. We identified 174 patients with CPMD diagnosed between July 1, 2016, and June 30, 2020; 52 patients had serial Eating Assessment Tool (EAT-10) measures obtained at time of diagnosis and follow up appointment without operative treatment. Mean EAT-10 scores increased from 17.1 to 20.6 (3.5 ± 8.1 points, p = 0.002) points. This change was related to those with a Zenker's diverticulum rather than an isolated cricopharyngeus bar. Dietary outcomes measured by FOIS were stable. While some patients showed fluoroscopic progression of bar size, no patients developed a Zenker's diverticulum from a pre-existing bar in this population. Our data indicate patients with a cricopharyngeus bar do not decline in subjective dysphagia score or diet tolerance, however those with a Zenker's diverticulum worsen over time. This has implications for treatment timing and counselling patients but also reflects a need to understand the pathophysiology behind CPMD and the subset of patients who show progression.

Differential Domain Distribution of gnomAD- and Disease-Linked Connexin Missense Variants

Twenty-one human genes encode connexins, a family of homologous proteins making gap junction (GJ) channels, which mediate direct intercellular communication to synchronize tissue/organ activities. Genetic variants in more than half of the connexin genes are associated with dozens of different Mendelian inherited diseases. With rapid advances in DNA sequencing technology, more variants are being identified not only in families and individuals with diseases but also in people in the general population without any apparent linkage to Mendelian inherited diseases. Nevertheless, it remains challenging to classify the pathogenicity of a newly identified connexin variant. Here, we analyzed the disease- and Genome Aggregation Database (gnomAD, as a proxy of the general population)-linked variants in the coding region of the four disease-linked α connexin genes. We found that the most abundant and position-sensitive missense variants showed distinct domain distribution preference between disease- and gnomAD-linked variants. Plotting missense variants on topological and structural models revealed that disease-linked missense variants are highly enriched on the structurally stable/resolved domains, especially the pore-lining domains, while the gnomAD-linked missense variants are highly enriched in the structurally unstable/unresolved domains, especially the carboxyl terminus. In addition, disease-linked variants tend to be on highly conserved residues and those positions show evolutionary co-variation, while the gnomAD-linked missense variants are likely on less conserved residue positions and on positions without co-variation. Collectively, the revealed distribution patterns of disease- and gnomAD-linked missense variants further our understanding of the GJ structure–biological function relationship, which is valuable for classifying the pathogenicity of newly identified connexin variants.

A functional genomics screen identifying blood cell development genes in Drosophila by undergraduates participating in a course-based research experience

Undergraduate students participating in the UCLA Undergraduate Research Consortium for Functional Genomics (URCFG) have conducted a two-phased screen using RNA interference (RNAi) in combination with fluorescent reporter proteins to identify genes important for hematopoiesis in Drosophila. This screen disrupted the function of approximately 3500 genes and identified 137 candidate genes for which loss of function leads to observable changes in the hematopoietic development. Targeting RNAi to maturing, progenitor, and regulatory cell types identified key subsets that either limit or promote blood cell maturation. Bioinformatic analysis reveals gene enrichment in several previously uncharacterized areas, including RNA processing and export and vesicular trafficking. Lastly, the participation of students in this course-based undergraduate research experience (CURE) correlated with increased learning gains across several areas, as well as increased STEM retention, indicating that authentic, student-driven research in the form of a CURE represents an impactful and enriching pedagogical approach.

A Tail Fiber Engineering Platform for Improved Bacterial Transduction-Based Diagnostic Reagents

Bacterial transduction particles were critical to early advances in molecular biology and are currently experiencing a resurgence in interest within the diagnostic and therapeutic fields. The difficulty of developing a robust and specific transduction reagent capable of delivering a genetic payload to the diversity of strains constituting a given bacterial species or genus is a major impediment to their expanded utility as commercial products. While recent advances in engineering the reactivity of these reagents have made them more attractive for product development, considerable improvements are still needed. Here, we demonstrate a synthetic biology platform derived from bacteriophage P1 as a chassis to target transduction reagents against four clinically prevalent species within the Enterobacterales order. Bacteriophage P1 requires only a single receptor binding protein to enable attachment and injection into a target bacterium. By engineering and screening particles displaying a diverse array of chimeric receptor binding proteins, we generated a potential transduction reagent for a future rapid phenotypic carbapenem-resistant Enterobacterales diagnostic assay.

Vaccination with Detoxified Leukocidin AB Reduces Bacterial Load in a Staphylococcus aureus Minipig Deep Surgical Wound Infection Model

Vaccines against Staphylococcus aureus have eluded researchers for >3 decades while the burden of staphylococcal diseases has increased. Early vaccine attempts mainly used rodents to characterize preclinical efficacy, and all subsequently failed in human clinical efficacy trials. More recently, leukocidin AB (LukAB) has gained interest as a vaccine antigen. We developed a minipig deep surgical wound infection model offering 3 independent efficacy readouts: bacterial load at the superficial and at the deep-seated surgical site, and dissemination of bacteria. Due to similarities with humans, minipigs are an attractive option to study novel vaccine candidates. With this model, we characterized the efficacy of a LukAB toxoid as vaccine candidate. Compared to control animals, a 3-log reduction of bacteria at the deep-seated surgical site was observed in LukAB-treated minipigs and dissemination of bacteria was dramatically reduced. Therefore, LukAB toxoids may be a useful addition to S. aureus vaccines and warrant further study.

A Primer on Usability Assessment Approaches for Health-Related Applications of Virtual Reality

Health-related virtual reality (VR) applications for patient treatment, rehabilitation, and medical professional training are on the rise. However, there is little guidance on how to select and perform usability evaluations for VR health interventions compared to the supports that exist for other digital health technologies. The purpose of this viewpoint paper is to present an introductory summary of various usability testing approaches or methods that can be used for VR applications. Along with an overview of each, a list of resources is provided for readers to obtain additionally relevant information. Six categories of VR usability evaluations are described using a previously developed classification taxonomy specific to VR environments: (1) cognitive or task walkthrough, (2) graphical evaluation, (3) post hoc questionnaires or interviews, (4) physical performance evaluation, (5) user interface evaluation, and (6) heuristic evaluation. Given the growth of VR in health care, rigorous evaluation and usability testing is crucial in the development and implementation of novel VR interventions. The approaches outlined in this paper provide a starting point for conducting usability assessments for health-related VR applications; however, there is a need to also move beyond these to adopt those from the gaming industry, where assessments for both usability and user experience are routinely conducted.

Use of the FRAIL Questionnaire in Patients With End-Stage Kidney Disease

Background:

Frailty is a clinical phenotype of decreased physiologic reserve that is associated with increased morbidity and mortality. The most meaningful way to assess frailty in patients with end-stage kidney disease (ESKD) is unknown.

Objective:

To assess the prevalence of frailty in ESKD patients using the easy-to-administer FRAIL scale and, to determine its association with mortality, transplantation, and hospitalization.

Design:

A cohort study was used.

Setting:

The Ottawa Hospital, Ottawa, Ontario, Canada, was the setting of this study.

Patients:

All eligible adult ESKD patients treated with dialysis from August to November 2017 at The Ottawa Hospital were invited to participate.

Measurements:

The FRAIL scale.

Methods:

Eligible patients completed an exercise survey with FRAIL questions embedded within the instrument. Number of comorbid illnesses was determined from the electronic medical record and weight loss was calculated from target weight in the patients’ dialysis prescription. Mortality, transplant status, and hospitalizations were ascertained from the electronic medical record 18 months later; differences by frailty status were evaluated using descriptive statistics. Kaplan-Meier and Cox regression models were used to examine the association between frailty and transplant.

Results:

Of 476 ESKD patients screened, 261 participated; 101 receiving peritoneal dialysis, 135 intermittent hemodialysis, and 25 home hemodialysis. Thirty-nine, 145, and 77 were frail, pre-frail, and not frail, respectively. Employment status, ethnicity, and comorbid illnesses differed significantly by frailty status, but mortality did not. In univariate analysis, frail patients were less likely to be listed for (P = .05) and to receive a kidney transplant (P = .02). However, after adjusting for age and modality, frailty was not statistically associated with a decreased likelihood of transplant (Hazard Ratio: 0.15; confidence interval [CI], 0.02-1.15; P = .068). The results were similar when accounting for the competing risk of death (P = .060). Frail patients were more likely to be hospitalized (P = .01) and spend more time in the hospital (P = .04).

Limitations:

Single-center design with a relatively short follow-up and small sample size limiting the number of variables that could be assessed in analysis. We also excluded patients who were unable to communicate in English or French and those patients with physical limitations such as amputations, potentially affecting generalizability.

Conclusions:

Frail ESKD patients as identified by the FRAIL scale are less likely to receive a renal transplant; this association diminished statistically after adjusting for age and modality and when accounting for the competing risk of death. Frail patients were at increased risk of hospitalization. Further study with larger patient numbers and longer follow-up is needed to determine the usefulness of the FRAIL scale in predicting adverse outcomes.

Trial registration:

Not required as this was an observational study.

Critically Ill Adults With Coronavirus Disease 2019 in New Orleans and Care With an Evidence-Based Protocol

Background

Characteristics of critically ill adults with coronavirus disease 2019 (COVID-19) in an academic safety net hospital and the effect of evidence-based practices in these patients are unknown.

Research Question

What are the outcomes of critically ill adults with COVID-19 admitted to a network of hospitals in New Orleans, Louisiana, and what is an evidence-based protocol for care associated with improved outcomes?

Study Design and Methods

In this multi-center, retrospective, observational cohort study of ICUs in four hospitals in New Orleans, Louisiana, we collected data on adults admitted to an ICU and tested for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) between March 9, 2020 and April 14, 2020. The exposure of interest was admission to an ICU that implemented an evidence-based protocol for COVID-19 care. The primary outcome was ventilator-free days.

Results

The initial 147 patients admitted to any ICU and tested positive for SARS-CoV-2 constituted the cohort for this study. In the entire network, exposure to an evidence-based protocol was associated with more ventilator-free days (25 days; 0-28) compared with non-protocolized ICUs (0 days; 0-23, P = .005), including in adjusted analyses (P = .02). Twenty patients (37%) admitted to protocolized ICUs died compared with 51 (56%; P = .02) in non-protocolized ICUs. Among 82 patients admitted to the academic safety net hospital’s ICUs, the median number of ventilator-free days was 22 (interquartile range, 0-27) and mortality rate was 39%.

Interpretation

Care of critically ill COVID-19 patients with an evidence-based protocol is associated with increased time alive and free of invasive mechanical ventilation. In-hospital survival occurred in most critically ill adults with COVID-19 admitted to an academic safety net hospital’s ICUs despite a high rate of comorbidities.

Acceptability of assisted reproductive technologies in Hong Kong, a very low fertility Asian city

Background

Although advances in medical technologies now allow greater reproductive options, the social acceptance of assisted reproductive technologies (ART) has not been examined in East Asian countries which currently have the lowest fertility rates in the world and highly prohibitive regulations.

Methods

A cross-sectional telephone surveys interviewed 990 among Hong Kong Chinese adults (>18 years of age) in 2015 who were asked about their knowledge and attitudes towards various ART and their inclination to use ART. A focus group was conducted (n = 30) on physicians to examine the perceived barriers and benefits of integrating ART as routine offerings.

Results

Although nearly all adults (>92.0%) were familiar with ART procedures such as in vitro fertilization, sperm banking, and gestational surrogacy, attitudes supporting the use of these services and the inclination to use these services varied widely by socio-demographic attributes. Nearly one-third (31.5%) of women said that they would consider cryopreservation of their oocytes or embryos if they could afford it and 21.9% would encourage their female family members to do so. Although respondents considered sperm donation and embryo preservation to be well-accepted practices, support for these services was noticeably lower than in Western countries for unmarried individuals and homosexuals. Also, the vast majority of respondents were much more disinclined to use anonymous donor gametes than in Western countries. Among medical practitioners, the primary barriers to routine offering of these services to their clients was the perceived lack of cultural acceptance of these types of services.

Conclusions

Public support of assisted reproductive services for genetic offspring is well-accepted for heterosexual couples. Main Messages: Asian countries with sub-replacement fertility levels may consider integrating ART into their mainstream health services and updating their regulatory frameworks.

Key messages

Public support for assisted reproductive technologies is high for married couples only in Hong Kong. Given the sub-replacement fertility levels, cities in East Asia should consider updating regulatory frameworks to allow expansion of ART services.

Health resource utilization of labor induction versus expectant management

BACKGROUND

Although induction of labor of low-risk nulliparous women at 39 weeks reduces the risk of cesarean delivery compared with expectant management, concern regarding more frequent use of labor induction remains, given that this intervention historically has been thought to incur greater resource utilization.

OBJECTIVE

The objective of the study was to determine whether planned elective labor induction at 39 weeks among low-risk nulliparous women, compared with expectant management, was associated with differences in health care resource utilization from the time of randomization through 8 weeks postpartum.

STUDY DESIGN

This is a planned secondary analysis of a multicenter randomized trial in which low-risk nulliparous women were assigned to induction of labor at 39 weeks or expectant management. We assessed resource utilization after randomization in 3 time periods: antepartum, delivery admission, and discharge through 8 weeks postpartum.

RESULTS

Of 6096 women with data available, those in the induction of labor group (n = 3059) were significantly less likely in the antepartum period after randomization to have at least 1 ambulatory visit for routine prenatal care (32.4% vs 68.4%), unanticipated care (0.5% vs 2.6%), or urgent care (16.2% vs 44.3%), or at least 1 antepartum hospitalization (0.8% vs 2.2%, P < .001 for all). They also had fewer tests (eg, sonograms, blood tests) and treatments (eg, antibiotics, intravenous hydration) prior to delivery. During the delivery admission, women in the induction of labor group spent a longer time in labor and delivery (median, 0.83 vs 0.57 days), but both women (P = .002) and their neonates (P < .001) had shorter postpartum stays. Women and neonates in both groups had similar frequencies of postpartum urgent care and hospital readmissions (P > .05 for all).

CONCLUSION

Women randomized to induction of labor had longer durations in labor and delivery but significantly fewer antepartum visits, tests, and treatments and shorter maternal and neonatal hospital durations after delivery. These results demonstrate that the health outcome advantages associated with induction of labor are gained without incurring uniformly greater health care resource use.

A58 REGULATION OF INTESTINAL EPITHELIAL THYMIC STROMAL LYMPHOPOIETIN GENE EXPRESSION BY RETINOIC ACID RECEPTOR ALPHA

Background

We have targeted the retinoic acid receptor alpha (RARα) isoform in murine intestinal epithelial cells (IECs) to explore the role of epithelial intrinsic retinoid signaling in intestinal immune homeostasis. We noted a significant decrease in the CD11c+ and CD103+ dendritic cell (DC) subpopulations in the intestines of intestinal-epithelial specific RARα-deficient (RARα villin) mice. In the present study, we identified Thymic Stromal Lymphopoietin (TSLP) as a contributing factor that influences intrinsic RARα signaling within IECs. This cytokine preferentially stimulates CD103+ DCs to a more tolerogenic phenotype in the GI tract, induces Tregs and drives TH2 polarization. TSLP also influences immune homeostasis by modulating the activation of myeloid cells, inhibition of proinflamamtory DCs, and production of IL-12. Notably, TSLP levels are decreased in Crohn’s disease (CD) where inflammation is driven by IL-12.

Aims

We hypothesize that RA intrinsic signaling within IECs modulates TSLP expression via activation of RARα. We sought to generate a RARα -/- murine intestinal epithelial cell line utilizing the CRISPR/CAS9 system to examine the effects of RARa ablation. Second, we aim to establish RARα’s role in regulating intestinal epithelial TSLP expression in both the RARα villin mice and the CRISPR-generated RARα -/- cell line.

Methods

Exon 5 in the open reading frame of the RARα gene in Mode-K murine IECs was targeted using CRISPR/CAS9. CRISPR cleavage and knockdown of RARα activity was confirmed via surveyor/luciferase assays. The cell lines were phenotyped with regards to their morphology, proliferative ability, and viability. Next, we examined TSLP mRNA expression in the colons of RARα villin mice and the CRISPR RARα -/- knockout cell line via qRT-PCR under baseline and stimulated conditions. Wild-type (WT) and RARα-/- cells were stimulated with RARα-selective agonist, BMS753, and muramyl dipeptide (MDP), a NOD2-selective agonist.

Results

TSLP expression in surface colonic epithelium was elevated 2.3-fold in RARα villin mice compared to WT litter mates. TSLP expression was elevated 10-fold in the Mode-K RARα-/- cells versus parent cells at baseline. BMS753 stimulation resulted in a 15-fold increase in TSLP expression in the RARα-/- cells compared to baseline. When stimulated with MDP, a NOD2-selective agonist known to stimulate TSLP expression, TSLP expression was elevated 60-fold in the RARα-/- cells, but significantly impaired compared to the WT cells (400-fold).

Conclusions

TSLP expression is controlled by RARα in colonic IECs where it may act as a repressor of TSLP promoter transactivation under baseline conditions. This suggests an important role for RA on myeloid and T cell function via effects on intestinal epithelial TSLP expression.

Funding Agencies

CCCUniversity of Calgary, Department of Medicine

Nursing Students' Perceived Self-Efficacy and the Generation of Medication Errors with the Use of an Electronic Medication Administration Record (eMAR) in Clinical Simulation

Medication errors continue to be a significant issue, posing substantial threats to the safety and well-being of patients. Through Bandura's theory of self-efficacy, nursing students' self-efficacy (confidence) related to medication administration was examined to investigate its influence on the generation of medication errors with the use of an Electronic Medication Administration Record (eMAR) in clinical simulation. This study examined the generation of medication errors and the differences that may exist based on nursing students' perceived confidence. The findings of this study demonstrated that nursing students continue to generate medication errors within clinical simulation. No differences in the generation of medication errors were found between nursing students with perceived high levels of confidence and those with perceived low levels of confidence (one exception noted). Further examination of the variables and contextual factors related to safe medication administration practices is required to inform nursing education and practice.

Regulation of RhoB Gene Expression during Tumorigenesis and Aging Process and Its Potential Applications in These Processes

RhoB, a member of the Ras homolog gene family and GTPase, regulates intracellular signaling pathways by interfacing with epidermal growth factor receptor (EGFR), Ras, and phosphatidylinositol 3-kinase (PI3K)/Akt to modulate responses in cellular structure and function. Notably, the EGFR, Ras, and PI3K/Akt pathways can lead to downregulation of RhoB, while simultaneously being associated with an increased propensity for tumorigenesis. Functionally, RhoB, part of the Rho GTPase family, regulates intracellular signaling pathways by interfacing with EGFR, RAS, and PI3K/Akt/mammalian target of rapamycin (mTOR), and MYC pathways to modulate responses in cellular structure and function. Notably, the EGFR, Ras, and PI3K/Akt pathways can lead to downregulation of RhoB, while simultaneously being associated with an increased propensity for tumorigenesis. RHOB expression has a complex regulatory backdrop consisting of multiple histone deacetyltransferase (HDACs 1 and 6) and microRNA (miR-19a, -21, and -223)-mediated mechanisms of modifying expression. The interwoven nature of RhoB’s regulatory impact and cellular roles in regulating intracellular vesicle trafficking, cell motion, and the cell cycle lays the foundation for analyzing the link between loss of RhoB and tumorigenesis within the context of age-related decline in RhoB. RhoB appears to play a tissue-specific role in tumorigenesis, as such, uncovering and appreciating the potential for restoration of RHOB expression as a mechanism for cancer prevention or therapeutics serves as a practical application. An in-depth assessment of RhoB will serve as a springboard for investigating and characterizing this key component of numerous intracellular messaging and regulatory pathways that may hold the connection between aging and tumorigenesis.

The star excursion balance test is a reliable and valid outcome measure for patients with knee osteoarthritis

OBJECTIVES

Despite the recognized importance of neuromuscular exercises, there is currently no widely accepted clinical outcome measure focused on neuromuscular control for patients with knee osteoarthritis (OA). The purposes of the present study were to investigate the test-retest reliability, concurrent validity and longitudinal validity of the star excursion balance test (SEBT) in patients with knee OA.

DESIGN

74 patients performed the SEBT on two sessions within 7 days, and on a third session after completing 12 weeks of a home exercise program focused on neuromuscular control. A subgroup of 37 performed the SEBT while in the field of view of a motion capture system to estimate concurrent validity. The SEBT was recorded in cm and also normalized to leg length (LL). Participants also completed the 40 m fast-paced walk test and patient-reported outcomes before and after the exercise program.

RESULTS

Intraclass correlation coefficients (95% confidence intervals) were 0.94 (0.91 to 0.96) and 0.93 (0.89 to 0.96) and standard errors of measurement were ±2.68 cm and ±3.05%LL for raw and normalized composite scores, respectively. The minimum detectable change at the 95% confidence level for the composite score was 7.44 cm and 8.45%LL. Correlations between observer and motion capture measures were very high (Pearson r > 0.96). There was a significant increase in SEBT following the exercise program (standardized response mean = 0.74). The change in SEBT had low correlations with changes in 40 m walk times (r = 0.26) and pain (r = 0.28).

CONCLUSION

The SEBT has suitable measurement properties for use in patients with knee OA.

Predicting Postoperative Complications after Acute Care Surgery: How Accurate is the ACS NSQIP Surgical Risk Calculator?

The ACS NSQIP Surgical Risk Calculator (SRC) is an evidence-based clinical tool commonly used for evaluating postoperative risk. The goal of this study was to validate SRC-predicted complications by comparing them with observed outcomes in the acute care surgical setting. In this study, pre- and postoperative data from 1693 acute care surgeries (hernia repair, enterolysis, intestinal incision/excision and enterectomy, gastrectomy, debridement, colectomy, appendectomy, cholecystectomy, gastrorrhaphy, and incision and drainage of soft tissue, breast abscesses, and removal of foreign bodies) performed at a Level I trauma center over a five-year time period were abstracted. Predictions for any and serious complications were based on SRC were compared with observed outcomes using various measures of diagnostic. When evaluated as one group, the SRC had good discriminative power for predicting any and serious complications after acute care surgeries (Area Under the Curve (AUC) 0.79, 0.81). In addition, the SRC met Brier score requirements for an informative model overall. However, the predictive accuracy of the SRC varied for various procedures within the acute care patient population. For serious complications, the diagnostic measures ranged from an AUC of 0.61 and negative likelihood ratio of 0.716 for incision & drainage soft tissue to AUC of 0.91 and negative likelihood ratio of 0.064 for gastrorrhaphy. Length of stay was significantly underestimated by the SRC overall (8.56 days, P < 0.01) and for individual procedures. The SRC performs well at predicting complications after acute care surgeries overall; however, there is great variability in performance between procedure types. Further refinements in risk stratification may improve SRC predictions.

Predicting Postoperative Complications after Acute Care Surgery: How Accurate Is the ACS NSQIP Surgical Risk Calculator?

The ACS NSQIP Surgical Risk Calculator (SRC) is an evidence-based clinical tool commonly used for evaluating postoperative risk. The goal of this study was to validate SRC-predicted complications by comparing them with observed outcomes in the acute care surgical setting. In this study, pre- and postoperative data from 1693 acute care surgeries (hernia repair, enterolysis, intestinal incision/excision and enterectomy, gastrectomy, debridement, colectomy, appendectomy, cholecystectomy, gastrorrhaphy, and incision and drainage of soft tissue, breast abscesses, and removal of foreign bodies) performed at a Level I trauma center over a five-year time period were abstracted. Predictions for any and serious complications were based on SRC were compared with observed outcomes using various measures of diagnostic. When evaluated as one group, the SRC had good discriminative power for predicting any and serious complications after acute care surgeries (Area Under the Curve (AUC) 0.79, 0.81). In addition, the SRC met Brier score requirements for an informative model overall. However, the predictive accuracy of the SRC varied for various procedures within the acute care patient population. For serious complications, the diagnostic measures ranged from an AUC of 0.61 and negative likelihood ratio of 0.716 for incision & drainage soft tissue to AUC of 0.91 and negative likelihood ratio of 0.064 for gastrorrhaphy. Length of stay was significantly underestimated by the SRC overall (8.56 days, P < 0.01) and for individual procedures. The SRC performs well at predicting complications after acute care surgeries overall; however, there is great variability in performance between procedure types. Further refinements in risk stratification may improve SRC predictions.

Improved Efficacy and Reduced Toxicity Using a Custom-Designed Irinotecan-Delivering Silicasome for Orthotopic Colon Cancer

Irinotecan is a key chemotherapeutic agent for the treatment of colorectal (CRC) and pancreatic (PDAC) cancer. Because of a high incidence of bone marrow and gastrointestinal (GI) toxicity, Onivyde (a liposome) was introduced to provide encapsulated irinotecan (Ir) delivery in PDAC patients. While there is an ongoing clinical trial (NCT02551991) to investigate the use of Onivyde as a first-line option to replace irinotecan in FOLFIRINOX, the liposomal formulation is currently prescribed as a second-line treatment option (in combination with 5-fluorouracil and leucovorin) for patients with metastatic PDAC who failed gemcitabine therapy. However, the toxicity of Onivyde remains a concern that needs to be addressed for use in CRC as well. Our goal was to custom design a mesoporous silica nanoparticle (MSNP) carrier for encapsulated irinotecan delivery in a robust CRC model. This was achieved by developing an orthotopic tumor chunk model in immunocompetent mice. With a view to increase the production volume and to expand the disease applications, the carrier design was improved by using an ethanol exchange method for coating of a supported lipid bilayer (LB) that entraps a protonating agent. The encapsulated protonating agent was subsequently used for remote loading of irinotecan. The excellent irinotecan loading capacity and stability of the LB-coated MSNP carrier, also known as a "silicasome", previously showed improved efficacy and reduced toxicity when compared to an in-house liposomal carrier in a PDAC model. Intravenous injection of the silicasomes in a well-developed orthotopic colon cancer model in mice demonstrated improved pharmacokinetics and tumor drug content over free drug and Onivyde. Moreover, improved drug delivery was accompanied by substantially improved efficacy, increased survival, and reduced bone marrow and GI toxicity compared to the free drug and Onivyde. We also confirmed that the custom-designed irinotecan silicasomes outperform Onivyde in an orthotopic PDAC model. In summary, the Ir-silicasome appears to be promising as a treatment option for CRC in humans based on improved efficacy and the carrier's favorable safety profile.

High Protein Intake Is Associated with Lower Risk of All-Cause Mortality in Community-Dwelling Chinese Older Men and Women

OBJECTIVES

To examine the association of the quantity and the source of protein intake with mortality risk in Chinese older adults.

DESIGN

Prospective cohort study.

SETTING

Community.

PARTICIPANTS

Community-dwelling Chinese adults aged >=65 (1,480 men, 1,540 women) in Hong Kong.

MEASUREMENTS

Food frequency questionnaire was used to capture baseline dietary intakes including protein, fiber, total grains, vegetables and fruit intakes. Primary outcome measures, identified from the death registry, were death from all causes, cancer and cardiovascular disease (CVD). Other demographic and lifestyle risk factors were also collected. Multivariate Cox proportion hazards regression was used to examine the association of protein intake with mortality risk.

RESULTS

During a median of 13.8 follow-up years, 963 all-cause deaths, 336 cancer deaths, and 205 CVD deaths were identified. Among men in the highest quintile of total protein intake, all-cause mortality and cancer mortality decreased by 29% [95% confidence interval (CI): 0.55-0.92, p-trend=0.017] and 38% [95% CI: 0.39-0.97, p-trend=0.041] respectively compared with men in the lowest quintile after adjustment for demographics, lifestyle factors and medical conditions. Men in the highest quintile of animal protein intake showed 20% reduced risk of all-cause mortality than men in the lowest quintile (p-trend=0.042). Women in the highest quintile of plant protein intake showed 39% decreased risk of all-cause mortality [95% CI: 0.44-0.85, p-trend=0.019] than those in the lowest quintile. In women, protein intake was not associated with cancer mortality. In both men and women, protein intake was not associated with CVD morality. Further adjustment for other dietary variables attenuated the significant associations.

CONCLUSIONS

Contrary to findings from Caucasian populations of all ages, among Chinese older adults, higher total protein intake was associated with lower all-cause and cancer mortality in Chinese older men. While higher animal protein intake was associated with reduced all-cause mortality in Chinese older men, higher plant protein intake was protective against all-cause mortality in Chinese women. The attenuated associations between protein intake and mortality risk after adjustment for other dietary variables also highlight the role of whole diet approach in mortality risk reduction among older adults.

Evaluating a Serious Gaming Electronic Medication Administration Record System Among Nursing Students: Protocol for a Pragmatic Randomized Controlled Trial

Background

Although electronic medication administration record systems have been implemented in settings where nurses work, nursing students commonly lack robust learning opportunities to practice the skills and workflow of digitalized medication administration during their formative education. As a result, nursing students’ performance in administering medication facilitated by technology is often poor. Serious gaming has been recommended as a possible intervention to improve nursing students’ performance with electronic medication administration in nursing education.

Objective

The objectives of this study are to examine whether the use of a gamified electronic medication administration simulator (1) improves nursing students’ attention to medication administration safety within simulated practice, (2) increases student self-efficacy and knowledge of the medication administration process, and (3) improves motivational and cognitive processing attributes related to student learning in a technology-enabled environment.

Methods

This study comprised the development of a gamified electronic medication administration record simulator and its evaluation in 2 phases. Phase 1 consists of a prospective, pragmatic randomized controlled trial with second-year baccalaureate nursing students at a Canadian university. Phase 2 consists of qualitative focus group interviews with a cross-section of nursing student participants.

Results

The gamified medication administration simulator has been developed, and data collection is currently under way.

Conclusions

If the gamified electronic medication administration simulator is found to be effective, it could be used to support other health professional simulated education and scaled more widely in nursing education programs.

Trial Registration

ClinicalTrials.gov NCT03219151; https://clinicaltrials.gov/show/NCT03219151 (Archived by WebCite at http://www.webcitation.org/6yjBROoDt)

Registered Report Identifier

RR1-10.2196/9601

Oxidative Stress and Cardiovascular Risk in Type 1 Diabetes Mellitus: Insights From the DCCT/EDIC Study

Background

Hyperglycemia leading to increased oxidative stress is implicated in the increased risk for the development of macrovascular and microvascular complications in patients with type 1 diabetes mellitus.

Methods and Results

A random subcohort of 349 participants was selected from the DCCT / EDIC (Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications) cohort. This included 320 controls and 29 cardiovascular disease cases that were augmented with 98 additional known cases to yield a case cohort of 447 participants (320 controls, 127 cases). Biosamples from DCCT baseline, year 1, and closeout of DCCT , and 1 to 2 years post‐ DCCT ( EDIC years 1 and 2) were measured for markers of oxidative stress, including plasma myeloperoxidase, paraoxonase activity, urinary F 2α isoprostanes, and its metabolite, 2,3 dinor‐8 iso prostaglandin F 2α . Following adjustment for glycated hemoblobin and weighting the observations inversely proportional to the sampling selection probabilities, higher paraoxonase activity, reflective of antioxidant activity, and 2,3 dinor‐8 iso prostaglandin F 2α , an oxidative marker, were significantly associated with lower risk of cardiovascular disease (−4.5% risk for 10% higher paraoxonase, P <0.003; −5.3% risk for 10% higher 2,3 dinor‐8 iso prostaglandin F 2α , P =0.0092). In contrast, the oxidative markers myeloperoxidase and F 2α isoprostanes were not significantly associated with cardiovascular disease after adjustment for glycated hemoblobin. There were no significant differences between DCCT intensive and conventional treatment groups in the change in all biomarkers across time segments.

Conclusions

Heightened antioxidant activity (rather than diminished oxidative stress markers) is associated with lower cardiovascular disease risk in type 1 diabetes mellitus, but these biomarkers did not change over time with intensification of glycemic control.

Clinical Trial Registration

URL : https://www.clinicaltrials.gov . Unique identifiers: NCT 00360815 and NCT 00360893.

Radiation-enhanced therapeutic targeting of galectin-1 enriched malignant stroma in triple negative breast cancer

Currently there are no FDA approved targeted therapies for Triple Negative Breast Cancer (TNBC). Ongoing clinical trials for TNBC have focused primarily on targeting the epithelial cancer cells. However, targeted delivery of cytotoxic payloads to the non-transformed tumor associated-endothelium can prove to be an alternate approach that is currently unexplored. The present study is supported by recent findings on elevated expression of stromal galectin-1 in clinical samples of TNBC and our ongoing findings on stromal targeting of radiation induced galectin-1 by the anginex-conjugated arsenic-cisplatin loaded liposomes using a novel murine tumor model. We demonstrate inhibition of tumor growth and metastasis in response to the multimodal nanotherapeutic strategy using a TNBC model with orthotopic tumors originating from 3D tumor tissue analogs (TTA) comprised of tumor cells, endothelial cells and fibroblasts. The ‘rigorous’ combined treatment regimen of radiation and targeted liposomes is also shown to be well tolerated. More importantly, the results presented provide a means to exploit clinically relevant radiation dose for concurrent receptor mediated enhanced delivery of chemotherapy while limiting overall toxicity. The proposed study is significant as it falls in line with developing combinatorial therapeutic approaches for stroma-directed tumor targeting using tumor models that have an appropriate representation of the TNBC microenvironment.

A Study of Patients who Leave an Accident & Emergency Department against Medical Advice

Patients leaving an Accident & Emergency Department against medical advice are often considered a high-risk group. A prospective study was carried out in an Accident & Emergency Department (ED) to determine the characteristics of this distinct group of patients, their reasons for leaving against medical advice (AMA), and their subsequent outcome. Telephone or personal interview of patients by a clerk was attempted within 48 hours of the visit for all patients who left Against Medical Advice (AMA) based on a pre-set questionnaire. A follow-up call was used to ascertain health outcomes after the discharge. There were 210 AMA cases during the study period giving an incidence of 0.95%. Interview was successful in 186 (88.6%) patients. The mean age of the AMA group was around 36 years but there was no significant difference in sex. The major reasons for AMA included wanting to observe symptoms at home (78 of 186, 42 %), non-medical personal reason (64 of 186, 34%) and symptoms have abated (21 of 186, 11%). Eighteen (9.7%) patients left AMA because they wanted to seek treatment from other providers and among them three had private insurance coverage. Of the 5 (2.7%) patients who were dissatisfied with the management in ED, four disagreed with the diagnosis and treatment offered and the remaining one was unhappy with the attitude of the attending physician. About 12% (22) of patients returned within 48 hours for further treatment and 8 (36%) were admitted. The remaining 22% (40 of 186) sought further medical treatment from other sources. No formal patient complaint was received during the study period from this group.