Geography of the Underserved: The Contribution of Rural Non-Trauma Hospitals to Trauma Care.

OBJECTIVE: To determine the proportion and characteristics of injured rural residents treated at urban trauma centers (TCs), urban non-trauma centers (NTCs), rural TCs, and rural NTCs. SUMMARY BACKGROUND DATA: Timely treatment at a designated trauma center improves outcomes for patients with serious injuries, but rural residents have limited access to designated trauma centers. Rural non-trauma centers may constitute an underrecognized source of trauma care. METHODS: We used the National Emergency Department Sample to conduct a retrospective, pooled cross-sectional study of ED visits among rural residents with injury severity score (ISS) ≥ 9 (indicating at least moderate injury). Hospitals were designated as a trauma (TC) or non-trauma center (NTC) and as rural or urban. We compared management, disposition, and outcomes among hospital types. RESULTS: Of 748,587 injured rural residents from 2016-2020, 384,113 (51.3%) were treated in rural NTCs, 232,845 (31.1%) in urban TCs, 116,493 (15.6%) in urban NTCs, and 15,137 (2.0%) in rural TCs. Injuries treated at rural NTCs were moderate in severity (ISS 9-15) in 76.6% of visits, severe (ISS 16-25) in 15.7%, and very severe (ISS > 25) in 1.1%. Urban TCs saw the highest proportion of very severe injuries (17.3%). Rural NTCs managed 77.5% of visits definitively, discharging 72.8%. They transferred 21.9% of patients. Length of stay was longest and hospital charges highest for patients treated in urban TCs, which also performed the most procedures. Rural NTCs had the shortest length of stay and lowest mean charges. CONCLUSIONS: Rural non-trauma centers provided initial care for more than half of injured rural residents, including 2 in 5 of those with the most severe injuries, and managed more than 3 in 4 definitively. These hospitals may be an under-recognized component of the US trauma system.

Can ChatGPT pass Glycobiology?

The release of text-generating applications based on interactive Large Language Models (LLMs) in late 2022 triggered an unprecedented and ever-growing interest worldwide. The almost instantaneous success of LLMs stimulated lively discussions in public media and in academic fora alike not only on the value and potentials of such tools in all areas of knowledge and information acquisition and distribution but also on the dangers posed by their uncontrolled and indiscriminate use. This conversation is now particularly active in the higher education sector, where LLMs are seen as a potential threat to academic integrity at all levels, from facilitating cheating by students in assignments to plagiarizing academic writing in the case of researchers and administrators. Within this framework, we are interested in testing the boundaries of the LLM ChatGPT (www.openai.com) in areas of our scientific interest and expertise and in analyzing the results from different perspectives, i.e. of a final year BSc student, of a research scientist, and of a lecturer in higher education. To this end, in this paper, we present and discuss a systematic evaluation on how ChatGPT addresses progressively complex scientific writing tasks and exam-type questions in Carbohydrate Chemistry and Glycobiology. The results of this project allowed us to gain insight on: (i) the strengths and limitations of the ChatGPT model to provide relevant and (most importantly) correct scientific information, (ii) the format(s) and complexity of the query required to obtain the desired output, and (iii) strategies to integrate LLMs in teaching and learning.

Calculating surgical readmission rates in gynecologic oncology: The impact of patient factors.

OBJECTIVE: To determine the 30-day surgical readmission rate after major gynecologic oncology surgeries at a high-volume academic institution and correlated risk factors. METHODS: Retrospective cohort study was conducted of surgical admissions from January 2016 - December 2019 at a single institution. Data were extracted from patient charts, including reason for readmission and length of stay. A readmission rate was calculated. Nested case control design was used to identify correlations between readmission and patient specific risk-factors. Multivariable logistic regression models were used to determine risk factors with readmission. RESULTS: A total of 2152 patients were included. The readmission rate was 3.5%, most commonly due to GI disturbance and surgical site infection. Average readmission length was 5 days. Prior to adjusting for covariates, insurance status, primary diagnosis, index admission length, and disposition at discharge differed between patients who were and were not readmitted. After adjusting for co-variates, younger patients, index admission >2 days, and higher Charlson co-morbidity index were associated with readmission. CONCLUSIONS: Our surgical readmission rate was lower than previously reported rates in gynecologic oncology patients. Patient factors associated with readmission included younger age, longer index hospital admission, and higher medical co-morbidity index scores. Provider factors and institutional practice patterns could contribute to the decreased readmission rate. These findings underscore the importance of standardizing how we calculate readmission rate and interpret these data. Varying readmission rates and institutional practice patterns deserve closer scrutiny to inform best practice and future policies.

Hiring Requirements and Qualifications of School Food Authority Directors Changed in Some Districts After Implementation of US Department of Agriculture Professional Standards.

BACKGROUND: In 2015, the US Department of Agriculture set minimum education and training requirements (ie, professional standards) to ensure that school nutrition professionals have the knowledge and experience to operate school meal programs. No study to date has examined whether hiring requirements and qualifications of school food authority (SFA) directors have changed since 2015. OBJECTIVE: To assess changes in hiring requirements and qualifications of SFA directors since the US Department of Agriculture professional standards were established, overall and by district size. DESIGN: Cross-sectional analysis of nationally representative district-level data from the 2012 and 2016 cycles of the School Health Policies and Practices Study. PARTICIPANTS/SETTING: In 2012, 660 sampled districts completed the School Health Policies and Practices Study Nutrition Services questionnaire. In 2016, 599 sampled districts completed the questionnaire. MAIN OUTCOME MEASURES: Hiring requirements for newly hired SFA directors and reported qualifications of SFA directors. STATISTICAL ANALYSES PERFORMED: Differences in prevalence estimates from 2012 to 2016 for all districts and by district size were assessed with χ2 tests. RESULTS: Significant increases were found for 3 hiring requirements: degree in nutrition or related field, registered dietitian credential, and food safety certification. Significant changes in 4 of the 5 reported qualifications were found including an increase in the percentage of district directors with a degree in nutrition or a related field and decreases in the percentage of directors with a School Nutrition Specialist credential from the School Nutrition Association, School Nutrition Association certifications, and certified dietary managers. Changes were found in small and medium districts, but not large districts. CONCLUSIONS: District hiring requirements and SFA director qualifications have changed since the implementation of the US Department of Agriculture professional standards, including some differences by district size. Future research could identify challenges facing districts in hiring directors who have a degree in nutrition or related fields or who have specialized nutrition credentials or certificates (eg, registered dietitians).

Lumbar Extradural Angiolipoma: Clinical Presentation and Management.

Angiolipomas are rare primary benign tumors that can arise in the epidural canal and cause stenosis. Of the few cases of spinal angiolipomas described, most lesions have been located in the thoracic spine, and presentation of angiolipoma in the lumbar spine is very rare. The surgical management of a 39-year-old morbidly obese woman with angiolipoma that caused stenosis with neurogenic claudication and urinary changes is described. The lesion spanned L1-L2 and surgical management consisted of T12-L2 laminectomy and en-bloc resection of the lesion. During the latest follow-up, four years after the surgery, the patient's neurological symptoms showed improvement and there was no recurrence.

Complications and Mortality Rates Following Surgical Management of Extradural Spine Tumors in New York State.

STUDY DESIGN: Database analysis. OBJECTIVE: To evaluate complications and mortality in patients undergoing surgical management of extradural spinal tumors in New York State. SUMMARY OF BACKGROUND DATA: Metastatic spine surgery has a high rate of complications but most studies are limited to single institutions. METHODS: The Statewide Planning and Research Cooperative System was used to identify patients with extradural spinal tumors undergoing surgery in New York State from 2006 to 2015. Bivariate and multivariate logistic regression analyses were used to estimate outcomes. RESULTS: Four thousand seven hundred sixty-seven patients were identified, the majority of patients were male and white a median age of 61. The complication rate was 17.6% and the mortality rate within 30 days of discharge was 12.2%. Multivariate analysis showed the odds of complications were higher in males compared with females (odds ratio [OR]: 1.27; 95% confidence interval [CI]: 1.05-1.52, P = 0.01), and patients on Medicaid compared with patients on private insurance (OR: 1.42; 95% CI: 1.03-1.96, P = 0.03). Analysis of hospital characteristics showed lower volume hospitals (OR 1.48; 95% CI: 1.03-2.13, P value = 0.03), and teaching hospitals (OR: 1.47; 95% CI: 1.03-2.09, P = 0.04), have higher odds of complications compared with high-volume hospitals and nonteaching hospitals. Multivariate analysis showed higher odds of mortality within 30 days of discharge in patients of older age (OR: 1.02; 95% CI: 1.01-1.03, P value = 0.001), low-volume hospitals compared with high-volume hospitals (OR: 1.36; 95% CI: 1.09-1.79, P value = 0.02), hospitals with low bed size compared with high bed size (OR: 1.43; 95% CI: 1.12-1.83, P value = 0.01), and urban hospitals compared with rural hospitals (OR: 3.04; 95% CI: 2.03-4.56, P value = 0.001). CONCLUSION: Low-volume hospitals are associated with complications and mortality in patients with metastatic spine disease. LEVEL OF EVIDENCE: 3.

The prevalence of Klippel-Feil syndrome in pediatric patients: analysis of 831 CT scans.

BACKGROUND: To evaluate the prevalence of Klippel-Feil syndrome (KFS) in pediatric patients obtaining cervical CT imaging in the emergency room (ER). METHODS: We evaluated CT scans of the cervical spine of pediatric patients treated in the ER of a Level I Trauma Center from January 2013 to December 2015. Along with analysis of the CT scans for KFS, the following demographics were collected: age, sex, race and ethnicity. Mechanism of injury was also established for all patients. If KFS was present, it was classified using Samartzis classification as type I (single level fusion), type II (multiple, noncontiguous fused segments) or type III (multiple, contiguous fused segments). RESULTS: Of the 848 cervical CTs taken for pediatric ER patients during the study period, 831 were included. Of these patients, 10 had KFS, a prevalence of 1.2%. According to Samartzis classification, 9 were type I and 1 type III. The average age of patients with KFS was 16.02 years (10-18 years), with 8 males (80%) and 2 females (20%). Three had congenital fusions at vertebral levels C2-C3, two at C3-C4, three at C5-C6, one at C6-C7, and one with multiple levels of cervical fusion. CONCLUSIONS: The prevalence of KFS amongst 831 pediatric patients, who underwent cervical CT imaging over a 3-year period, was 1.2% (approximately 1 in 83). The most commonly fused spinal levels were C2-C3 and C5-C6. The prevalence of KFS in our study was higher than previously described, and thus warrants monitoring.

Impact of an integrated practice unit on the value of musculoskeletal care for uninsured and underinsured patients.

BACKGROUND: Limited access to specialty care for uninsured and underinsured patients may be exacerbated by traditional fee-for-service approaches to care that incentivize volume and intensity of services over value of care. The purpose of this study was to determine the impact of a value-based integrated practice unit (IPU) on access to musculoskeletal care and surgical outcomes in a safety-net population. METHODS: A new IPU was implemented on 6/1/2016 at an established safety-net clinic providing musculoskeletal care in central Texas to supplement existing musculoskeletal care provided through a fee-for-service model. This retrospective cohort study compared access and outcomes under the IPU to the parallel fee-for-service clinic through 3/31/2017, as well as the historical fee-for-service clinic from 8/1/2015 through 5/31/2016. Primary outcomes for access included number of referrals addressed; for surgical patients, length of stay, discharge destination, and 30-day readmission rates were assessed. RESULTS: The baseline waitlist of 1401 referrals on 6/1/2016 was eliminated by 3/31/2017. Among patients undergoing hip or knee replacement, length of stay was 1.4 days compared to 2.6 days for patients referred to the parallel fee-for-service clinic (p < 0.001), and 92% were discharged home versus 89% (p = 0.46). The 30-day readmission rate for the IPU was 2.7%, which did not differ significantly from the HFFS (8.5%, p = 0.23) and PFFS (3.7%, p = 0.64) clinics. CONCLUSIONS: An IPU increased access and improved short-term surgical outcomes in a population of uninsured and underinsured patients seeking musculoskeletal care. Additional studies of longer duration are needed to assess the sustainability of a value-based approach. IMPLICATIONS: A value-based approach to musculoskeletal care may improve access and outcomes in safety-net patients. LEVEL OF EVIDENCE: III, retrospective cohort study.

Cost-Effectiveness of Staphylococcus aureus Decolonization Strategies in High-Risk Total Joint Arthroplasty Patients.

BACKGROUND: The risk of prosthetic joint infection increases with Staphylococcus aureus colonization. The cost-effectiveness of decolonization is controversial. We evaluated cost-effectiveness decolonization protocols in high-risk arthroplasty patients. METHODS: An analytical model evaluated risk under 3 protocols: 4 swabs, 2 swabs, and nasal swab alone. These were compared to no-screening and universal decolonization strategies. Cost-effectiveness was evaluated from the hospital, patient, and societal perspective. RESULTS: Under base case conditions, universal decolonization and 4-swab strategies were most effective. The 2-swab and universal decolonization strategy were most cost-effective from patient and societal perspectives. From the hospital perspective, universal decolonization was the dominant strategy (much less costly and more effective). CONCLUSION: S aureus decolonization may be cost-effective for reducing prosthetic joint infections in high-risk patients. These results may have important implications for treatment of patients and for cost containment in a bundled payment system.

Estrogen increases Nrf2 activity through activation of the PI3K pathway in MCF-7 breast cancer cells.

The actions of the transcription factor Nuclear factor erythroid 2-related factor (Nrf2) in breast cancer have been shown to include both pro-oncogenic and anti-oncogenic activities which is influenced, at least in part, by the hormonal environment. However, direct regulation of Nrf2 by steroid hormones (estrogen and progesterone) has received only scant attention. Nrf2 is known to be regulated by its cytosolic binding protein, Kelch-like ECH-associated protein 1 (Keap1), and by a Keap1-independent mechanism involving a series of phosphorylation steps mediated by phosphatidylinositol 3-kinase (PI3K) and glycogen synthase kinase 3 beta (GSK3ß). Here, we report that estrogen (E2) increases Nrf2 activity in MCF7 breast cancer cells through activation of the PI3K/GSK3ß pathway. Utilizing antioxidant response element (ARE)-containing luciferase reporter constructs as read-outs for Nrf2 activity, our data indicated that E2 increased ARE activity >14-fold and enhanced the action of the Nrf2 activators, tertiary butylhydroquinone (tBHQ) and sulforaphane (Sul) 4 to 9 fold compared with cells treated with tBHQ or Sul as single agents. This activity was shown to be an estrogen receptor-mediated phenomenon and was antagonized by progesterone. In addition to its action on the reporter constructs, mRNA and protein levels of heme oxygenase 1, an endogenous target gene of Nrf2, was markedly upregulated by E2 both alone and in combination with tBHQ. Importantly, E2-induced Nrf2 activation was completely suppressed by the PI3K inhibitors LY294002 and Wortmannin while the GSK3ß inhibitor CT99021 upregulated Nrf2 activity. Confirmation that E2 was, at least partly, acting through the PI3K/GSK3ß pathway was indicated by our finding that E2 increased the phosphorylation status of both GSK3ß and Akt, a well-characterized downstream target of PI3K. Together, these results demonstrate a novel mechanism by which E2 can regulate Nrf2 activity in estrogen receptor-positive breast cancer cells and suggest that patients׳ hormonal status through this activity may play a significant role in some therapeutic outcomes.