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Survival extrapolation is an important statistical concept for estimating long-term survival from short-term clinical trial data. It is widely used in health technology assessment (HTA). Survival extrapolation is often performed by fitting one or two parametric models selected based on experience or selecting a model based on some goodness of fit statistics from a predefined collection of models. The main challenge in survival extrapolation is that the result is sensitive to model misspecification. In this study, we aim to propose a new approach that has a robust performance for survival extrapolation.We propose a new method called Ensemble Learning for Survival Extrapolation (ELSE). Instead of selecting one best model from a predefined collection, ELSE builds an ensemble model based on a collection of models from the model library. Under this framework, we construct a point estimate of the long-term survival with a weighted average of the estimates of all candidate models and derive confidence intervals using nonparametric bootstrap.With our extensive numerical simulation studies, the proposed ELSE method shows better performance than the traditionally used model selection procedure based on Akaike Information Criterion (AIC). With a real data application to the Therapeutically Applicable Research to Generate Effective Treatment Wilms Tumor project (TARGET-WT) data, the ELSE method produces better survival extrapolation results in point estimate accuracy and confidence interval coverage.We developed an ensemble learning method for survival extrapolation (ELSE) which is robust for the underline data model and has good real data performance.

Racial or ethnic disparities in health care delivery and resource utilization have been reported in a variety of pediatric diseases. In acute pancreatitis (AP), there is an association between Black race and increased inpatient mortality. Data on the association of race and ethnicity and resource use for managing pediatric AP are lacking. The aim of this study is to investigate this potential association in pediatric AP.Retrospective study of children 0-18 years diagnosed with AP in the Pediatric Health Information System (PHIS) database from 2012 to 2018. Descriptive statistics were used to summarize cohort characteristics. Race/ethnicity classifications included non-Hispanic Black (NHB), non-Hispanic White (NHW, used as reference), Hispanic, and "Other." Associations between patient characteristics and race/ethnicity were determined using χ2 tests. Generalized linear mixed regression model was used to determine the association of race/ethnicity with odds of resource utilization, costs, and length of hospital stay after adjusting for covariates with a random intercept for site.Five thousand nine hundred sixty-three patients from 50 hospitals were included. Adjusted analysis showed that NHB children hospitalized with AP were at lower odds of receiving opioids in the first 24 hours [adjusted odds ratio (aOR) = 0.82, 95% confidence interval (CI) = 0.70-0.98] and receiving intravenous fluids during the hospitalization (aOR = 0.64, 95% CI = 0.43-0.96) when compared with NHW children. Additionally, NHB and Hispanic children had a prolonged adjusted mean length of hospital stay and higher hospital costs when compared with NHW children. Although there was no significant association between race/ethnicity and diagnosis of pancreatic necrosis or sepsis, Hispanic and "Other" children were at higher odds of receiving antibiotics during hospitalization for AP (aOR = 1.33, 95% CI = 1.13-1.57 and aOR = 1.37, 95% CI = 1.09-1.73, respectively) than NHW children.Disparities exist in utilization of health care interventions for pediatric AP patients by race/ethnicity. Future studies should investigate why these disparities exist and if these disparities affect outcomes.

Background Uncomplicated bloodstream infections (uBSI) are common and often receive prolonged courses of intravenous (IV) antibiotics, increasing risk for catheter-associated complications and hospitalization costs. β-hemolytic Streptococcus spp. are a common cause of BSI and have reliable susceptibility to many oral antibiotics. Clinically improving patients without persistent BSI and a controlled source of infection are candidates for oral antimicrobial therapy (OAT) but despite anecdotal practice, there are few studies affirming the practice of OAT for gram-positive uBSI. We evaluated IV to OAT transitions for treating β-hemolytic streptococcal uBSI. Methods This retrospective cohort study included patients >18 years old hospitalized between 1/1/2013 and 12/31/2019 diagnosed with uBSI due to β-hemolytic Streptococcus. Patients were excluded if BSI was due to endovascular, central nervous, or bone/joint infection without source control. We compared outcomes in patients treated with IV only to those transitioned to OAT including: 30-day mortality, antimicrobial therapy, BSI relapse, 30-day rehospitalization, adverse drug events, and reversion to IV therapy. Fisher’s exact test was used for categorical variables; Mann-Whitney test and independent t-test for continuous variables. Results A total of 238 Streptococcus BSI (of 321 BSI screened) were included (83 excluded as complicated, pediatric, or outpatient). OAT was used in 153 (64%). Cohort demographics were similar (table 1). Infectious disease (ID) consultation was not statistically associated with OAT transition; in fact, ID consults tended to use less OAT (66% IV vs. 54% OAT p=0.10). Hospital length of stay was statistically shortened in the OAT cohort with a median of 5 (interquartile range 4) vs. 7.5 (10.5) (p< 0.0001). Patients transitioned to OAT were more likely to finish their antibiotic course outpatient (93 vs. 61% p< 0.001). Thirty-day mortality was decreased in the OAT cohort (2% vs. 13% p< 0.0001). Adverse events were not statistically significant between the groups. Conclusion Opportunities exist to modify practice management of uBSI. For β-hemolytic Streptococcus uBSI, OAT was associated with decreased length of stay without adverse clinical outcomes. Disclosures Bryan T. Alexander, PharmD, BCIDP, AAHIVP, Astellas Pharma: Advisor/Consultant Trevor C. Van Schooneveld, MD, bioMerieux: Advisor/Consultant|bioMerieux: Grant/Research Support|Insmed: Grant/Research Support|Merck: Grant/Research Support|Thermo-Fischer: Advisor/Consultant Jasmine R. Marcelin, MD, Pfizer (Grant reviewer): Honoraria.

BACKGROUND The incidence and mortality rates of hepatocellular carcinoma (HCC) are increasing in the United States. However, the increases in different racial and socioeconomic groups have not been homogeneous. Access to healthcare based on socioeconomic status and cost of living index (COLI), especially in HCC management, is under characterized. AIM The aim was to investigate the relationship between the COLI and tumor characteristics, treatment modalities, and survival of HCC patients in the United States. METHODS A retrospective study of the Surveillance, Epidemiology, and End Results (SEER) database was conducted to identify patients with HCC between 2007 and 2015 using site code C22.0 and the International Classification of Disease for Oncology, 3rd edition (ICD-O-3) codes 8170-8173, and 8175. Cases of fibrolamellar HCC were excluded. Variables collected included demographics, COLI, insurance status, marital status, stage, treatment, tumor size, and survival data. Interquartile ranges for COLI were obtained. Based on the COLI, the study population was separated into four groups: COLI ≤ 901, 902-1044, 1045-1169, ≥ 1070. The χ2 test was used to compare categorical variables, and the Kruskal-Wallis test was used to compare continuous variables without normal distributions. Survival was estimated by the Kaplan-Meier method. We defined P < 0.05 as statistically significant. RESULTS We identified 47,894 patients with HCC. Patients from the highest COLI areas were older (63 vs 61 years of age), more likely to be married (52.8% vs 48.0%), female (23.7% vs 21.1%), and of Asian and Pacific Islander descent (32.7% vs 4.8%). The patients were more likely to have stage I disease (34.2% vs 32.6%), tumor size ≤ 30 mm (27.1% vs 23.1%), received locoregional therapy (11.5% vs 6.1%), and undergone surgical resection (10.7% vs 7.0%) when compared with the lowest quartile. The majority of patients with higher COLIs resided in California, Connecticut, Hawaii, and New Jersey. Patients with lower COLIs were more likely to be uninsured (5.7% vs 3.4%), have stage IV disease (15.2% vs 13%), and have received a liver transplant (6.6% vs 4.4%) compared with patients from with the highest COLI. Median survival increased with COLI from 8 (95%CI: 7-8), to 10 (10-11), 11 (11-12), and 14 (14-15) mo (P < 0.001) among patients with COLIs of ≤ 901, 902-1044, 1045-1169, ≥ 1070, respectively. After stratifying by year, a survival trend was present: 2007-2009, 2010-2012, and 2013-2015. CONCLUSION Our study suggested that there were racial and socioeconomic disparities in HCC. Patients from lower COLI groups presented with more advanced disease, and increasing COLI was associated with improved median survival. Future studies should examine this further and explore ways to mitigate the differences.

BACKGROUND Combined hepatocellular and cholangiocarcinoma (HCC/CC) is a rare primary hepatic malignancy which carries a poor prognosis due to its aggressive nature. Few centers have enough cases to draw definitive conclusions and there is limited understanding of prognosis. Given the rarity of HCC/CC, an analysis of large national cancer database was needed to obtain larger number of HCC/CC cases. AIM To identify associated factors for 5-year survival of HCC/CC. METHODS We conducted a retrospective study of The Surveillance, Epidemiology, and End Results (SEER) database obtained from SEER*Stat 8.3.6 software. Previously defined histology code 8180 for the International Classification of Disease for Oncology, 3rd edition was used to identify HCC/CC cases from 2004 to 2015. We collected demographics, American Joint Committee on Cancer (AJCC) stage, treatment, tumor size, and survival data. These data were converted to categorical variables. The Shapiro-Wilk normality test was used to assess normal distribution. Mann-Whitney U test was used to compare continuous variables without normal distribution, and t-test was used to compare continuous variables with a normal distribution. The Kaplan-Meier survival curve analyzed 5-year survival. Univariate and multivariate logistic regression model was used to analyze factors associated with 5-year survival. Multivariate Cox proportional hazard regression was done on 5-year survival. We defined P < 0.05 was statistically significant. RESULTS We identified 497 patients with the following characteristics: Mean age 62.4 years (SD: 11.3), 149 (30.0%) were female, racial distribution was: 276 (55.5%) white, 53 (10.7%) black, 84 (16.9%) Asian and Pacific Islander (API), 77 (15.5%) Hispanic, and 7 (1.4%) others or unknown. Stage I/II disease occurred in 41.5% and tumor size < 50 mm was seen in 35.6% of patients. Twenty-four (4.8%) received locoregional therapy (LRT), 119 (23.9%) underwent resection, and 50 (10.1%) underwent liver transplantation. The overall median survival was 6 mo [Interquartile range (IQR): 1-22]. After multivariate logistic regression, tumor size < 50 mm [Odds ratios (OR): 2.415, P = 0.05], resection (OR: 12.849, P < 0.01), and transplant (OR: 27.129, P < 0.01) showed significance for 5-year survival. Age > 60, sex, race, AJCC stages, metastasis, and LRT were not significant. However, API vs white showed significant OR of 2.793 (CI: 1.120-6.967). Cox proportional hazard regression showed AJCC stages, tumor size < 50 mm, LRT, resection, and transplant showed significant hazard ratio. CONCLUSION HCC/CC patients with tumor size < 50 mm, resection, and transplant were associated with an increase in 5-year survival. API showed advantageous OR and hazard ratios over white, black.

The primary function of the patient portal is to give patients greater access to their personal health information. Granting patients electronic access allows them to make well-informed health care decisions. This study aimed to identify sociodemographic differences in patient portal use and examine factors affecting patient portal utilization following the final stage of the Meaningful Use program which aimed to promote the use of certified electronic health record (EHR) technology. Survey data from Health Information National Trends Survey (HINTS) 5, cycles 1, 2, and 3 were analyzed. The sample included 8291 completed surveys. Multivariable logistic regression on a selected response for each surveyed question was used to assess the racial and ethnic difference after controlling for age, sex, income, and education. Subjects included English and Spanish speaking adults in the USA. Measures included assessment of patient portal use, patient portal access, understanding health information, usefulness of health records, and privacy and security. After adjusting for age, sex, income, and education, there was a significant association between race/ethnicity and patient portal non-users responding, “no need to use online medical record” as the reason for not using the patient portal (P = 0.005). Among the portal users, there were significant associations between race/ethnicity and health care provider maintaining an EHR (P = 0.006), being offered access to their portal (P

Background Antibiotic overuse increases health care cost and promotes antimicrobial resistance. People with HIV (PWH) who develop acute respiratory infections (ARIs) may be assumed to be “higher risk,” compared with non-PWH, but comparative antibiotic use evaluations have not been performed. Methods This observational, single-center study compared antibiotic prescribing in independent clinical encounters for PWH and non-PWH diagnosed with ARI in outpatient clinical practices using International Classification of Diseases, 10th Revision, codes between January 1, 2014, and April 30, 2018. The Fisher exact test compared categorical variables with antibiotic prescribing patterns. Results There were 209 patients in the PWH cohort vs 398 patients in the non-PWH cohort. PWH had a median CD4+ count of 610 cells/mm3, with 91% on antiretroviral therapy and 78% virally suppressed. Thirty-seven percent of all visits resulted in an antibiotic prescription, and 89% were inappropriate. Antibiotics were prescribed more frequently in non-PWH (35% PWH vs 40% non-PWH; P = .172) and managed according to guidelines more often in PWH (37% PWH vs 30% non-PWH; P = .039). Antibiotics were prescribed appropriately most frequently in PWH managed by HIV clinicians (29% PWH managed by HIV clinician vs 12% PWH managed by non-HIV clinician vs 8% non-PWH; P = .010). HIV clinicians prescribed antibiotics for a mean duration of 5.9 days vs PWH managed by a non-HIV clinician for 9.1 days vs non-PWH for 7.6 days (P Conclusions Outpatient antibiotic overuse remains prevalent among patients evaluated for ARI. We found less frequent inappropriate antibiotic use in PWH. Prescriber specialty, rather than HIV diagnosis, was related to appropriateness of antimicrobial prescribing.

Fibrolamellar hepatocellular carcinoma (FL-HCC) is a rare and distinct type of hepatocellular carcinoma that frequently presents in an advanced stage in younger patients with no underlying liver disease. Currently, there is a limited understanding of factors that impact outcomes in FL-HCC.To characterize the survival of FL-HCC by age, race, and surgical intervention.This is a retrospective study of The Surveillance, Epidemiology, and End Results database. We identified patients with FL-HCC between 2000-2018 by using an ICD-O-3 site code C22.0 and a histology code 8171/3: Hepatocellular carcinoma, fibrolamellar. In addition, demographics, tumor characteristics, types of surgical procedure, stages, and survival data were obtained. We conducted three separate survival analyses by age groups; ≤ 19, 20-59, and ≥ 60-year-old, and race; White, Black, Hispanic, Asian and Pacific islanders (API), and surgical types; Wedge resection or segmental resection, lobectomy, extended lobectomy (lobectomy + locoregional therapy or resection of the other lobe), and transplant. The Chi-Square test analyzed categorical variables, and continuous variables were examined using the Mann-Whitney U test. The Kaplan-Meier survival curve was used to compare survival. Multivariate analysis was done with Cox regression analysis.We identified 225 FL-HCC patients with a mean age of 36.9. Overall median survival was 34 (95%CI: 27-41) mo. Patients ≤ 19-years-old had more advanced disease with positive lymph nodes status. However, they received more surgical interventions such as a wedge, segmental resection, lobectomy, extended lobectomy, and transplant. Survival for ≤ 19 was 85 (95%CI: 37-137) mo, age 20-59 was 29 (95%CI: 18-41) mo, and age ≥ 60 years was 12 (95%CI: 7-31) mo (FL-HCC occurs in a primarily younger population, but survival can be prolonged despite the aggressive disease. There were no racial differences in the survival of FL-HCC; however, Asians with FL-HCC tended to be older than in other races. Surgical treatment provided better survival even in those patients with nodal disease or metastases. Although future studies are needed to explore other therapies for FL-HCC, surgical options should be considered in all cases of FL-HCC unless contraindicated.

Assessing and addressing social determinants of health can improve health outcomes of older adults. The Nebraska Geriatrics Workforce Enhancement Program implemented a primary care liaison (PCL) model of care, including training primary care staff to assess and address unmet social needs, patient counseling to identify unmet needs, and mapping referral services through cross-sectoral partnerships. A PCL worked with three patient-centered medical homes (PCMHs) that are part of a large integrative health system. A mixed-methods approach using a post-training survey and a patient tracking tool, was used to understand the reach, adoption, and implementation of the PCL model. From June 2020 to May 2021, the PCL trained 61 primary care staff to assess and address unmet social needs of older patients. A total of 327 patients, aged 65 years and older and within 3–5 days of acute-care hospital discharges, were counseled by the PCL. For patients with unmet needs, support services were arranged through community agencies: transportation (37%), in-home care (33%), food (16%), caregiver support (2%), legal (16%), and other (16%). Our preliminary results suggest that the PCL model is feasible and implementable within PCMH settings to address unmet social needs of older patients to improve their health outcomes.

Tert-butyl alcohol (TBA) targets the rat kidney following repeated exposures, including renal tubule tumors. The mode of action (MOA) of these tumors, concluded by a pathology working group, involves both alpha2u-globulin nephropathy (α2u-gN) and exacerbated chronic progressive nephropathy (CPN), but has been disputed and an undefined MOA proposed. This study further reviews the histology slides of male and female rat kidneys from the NTP drinking water 13-week toxicity and 2-year carcinogenicity studies, including the 15-month interim sacrifice group. The papillary epithelial lining alteration formerly referred to as "transitional cell hyperplasia" develops as part of advanced CPN and does not represent a separate toxicity. No changes were observed in the kidney pelvis urothelium. The only alterations in subchronic male rats involved α2u-gN and CPN, without test article-related alterations in females. Focused examination of areas of parenchyma unaffected by CPN in TBA-treated male and female rats of the chronic studies revealed no renal tubule abnormalities other than from the effects of α2u-gN and CPN. Unrelated to toxicity were spontaneous amphophilic or vacuolar tubule proliferative lesions. All observed TBA-associated non-neoplastic and neoplastic histopathological changes in the kidney can be explained by α2u-gN or enhanced CPN, neither of which are relevant to humans.

Per the Centers for Diseases Control and Prevention, asthma prevalence has steadily risen since the 1980s. Using data from the National Health and Nutrition Examination Survey (NHANES), we investigated associations between milk consumption and pulmonary function (PF). Multivariable analyses were performed, adjusted for a priori potential confounders for lung function, within the eligible total adult population (n = 11,131) and those self-reporting asthma (n = 1,542), included the following variables: milk-consumption, asthma diagnosis, forced vital capacity (FVC), FVC%-predicted (%), forced expiratory volume in one-second (FEV1), FEV1% and FEV1/FVC. Within the total population, FEV1% and FVC% were significantly associated with regular (5+ days weekly) consumption of exclusively 1% milk in the prior 30-days (β:1.81, 95% CI: [0.297, 3.325], p = 0.020 and β:1.27, 0.163.22, p = 0.046). Among participants with asthma, varied-regular milk consumption in a lifetime was significantly associated with FVC (β:127.3, 95% CI: [13.1, 241.4], p = 0.002) and FVC% (β:2.62, 95% CI: [0.44, 4.80], p = 0.006). No association between milk consumption and FEV1/FVC was found, while milk-type had variable influence and significance. Taken together, we found certain milk consumption tendencies were associated with pulmonary function values among normal and asthmatic populations. These findings propound future investigations into the potential role of dairy consumption in altering lung function and asthma outcomes, with potential impact on the protection and maintenance of pulmonary health.

OBJECTIVES Abusive head trauma (AHT) is the leading cause of death from trauma in children less than 2 years of age. A delay in presentation for care has been reported as a risk factor for abuse; however, there has been limited research on this topic. We compare children diagnosed with AHT to children diagnosed with accidental head trauma to determine if there is a delay in presentation. METHODS We retrospectively studied children less than 6 years old who had acute head injury and were admitted to the pediatric intensive care unit at a pediatric hospital from 2013 to 2017. Cases were reviewed to determine the duration from symptom onset to presentation to care and the nature of the head injury (abusive vs accidental). RESULTS A total of 59 children met inclusion criteria. Patients who had AHT were significantly more likely to present to care more than 30 minutes after symptom onset (P = 0.0015). Children who had AHT were more likely to be younger (median, 4 vs 31 months; P < 0.0001) and receive Medicaid (P < 0.0001) than those who had accidental head trauma. Patients who had AHT were more likely to have a longer length of stay (median, 11 vs 3 days; P < 0.0001) and were less likely to be discharged home than patients who had accidental head trauma (38% vs 84%; P = 0.0005). CONCLUSIONS Children who had AHT were more likely to have a delayed presentation for care as compared with children whose head trauma was accidental. A delay in care should prompt clinicians to strongly consider a workup for abusive injury.

OBJECTIVES: The objective of this study was to determine the extent to which diets with a higher inflammatory potential, as measured by the Dietary Inflammatory Index (DII), are associated with cancer development in a cohort of rural post-menopausal women. METHODS: This study was a secondary analysis of participants of a randomized control trial evaluating the effect of vitamin D and calcium supplementation on cancer development in rural, post-menopausal women in Nebraska. From this cohort, diets were evaluated via a 2005 Block Food Frequency Questionnaire (FFQ) at baseline and four years later (Visit 9). DII scores were calculated at both time points for each participant, including an unadjusted and energy-adjusted DII score. The relationship with DII scores and cancer development were evaluated using a chi-squared test and logistic regression, controlling for pertinent confounders. The difference in DII scores at baseline and Visit 9 for participants who developed cancer and non-cancer participants was examined via a repeated measure ANOVA test. RESULTS: There were 1977 participants with baseline and Visit 9 DII scores available for analysis. There was a significant difference in DII scores between baseline and Visit 9, with a significantly larger change in DII scores in the participants who developed cancer (p = 0.0194), shifting to higher pro-inflammatory scores at Visit 9. Cancer status was not associated with baseline DII scores, nor was DII score a predictor of cancer status, when controlling for confounders. CONCLUSIONS: These findings illustrate how dietary patterns in persons diagnosed with cancer had significant changes over time, increasing inflammatory diet potential. This increase in inflammatory potential in cancer patients may impact outcomes like treatment success, overall survival, and cancer recurrence, creating a need for more research to further analyze the impact of cancer diagnoses on diet changes, and if these changes are detrimental to cancer survivor outcomes. FUNDING SOURCES: None.

Background No established guidelines exist regarding the role of oral antibiotic therapy (OAT) to treat uncomplicated bloodstream infections (uBSIs) and practices may vary depending on clinician specialty and experience. Methods An IRB-exempt web-based survey was emailed to Nebraska Medicine clinicians caring for hospitalized patients, and widely disseminated using social media. The survey was open access and once disseminated on social media, it was impossible to ascertain the total number of individuals who received the survey. Chi-squared analysis for categorical data was conducted to evaluate the association between responses and demographic groups. Results Of 275 survey responses, 51% were via social media, and 94% originated in the United States. Two-thirds of respondents were physicians, 16% pharmacists, and infectious diseases clinicians (IDC) represented 71% of respondents. The syndromes where most were comfortable using OAT routinely for uBSI were urinary tract infection (92%), pneumonia (82%), pyelonephritis (82%), and skin/soft tissue infections (69%). IDC were more comfortable routinely using OAT to treat uBSIs associated with vertebral osteomyelitis and prosthetic joint infections than non-infectious diseases clinicians (NIDC), but NIDC were more likely to report comfort with routine use of OAT to treat uBSIs associated with meningitis and skin/soft tissue infections. IDC were more likely to report comfort with routine use of OAT for uBSIs due to Enterobacteriaceae and gram-positive anaerobes, while NIDC were more likely to be comfortable with routinely using OAT to treat uBSIs associated with S. aureus, coagulase-negative staphylococci and gram-positive bacilli. In one clinical vignette of S. aureus uBSI due to debrided abscess, 11% of IDC would be comfortable using OAT vs 28% of NIDC; IDC were more likely to report routinely repeating blood cultures (99% vs 83%, p< 0.05). Figure 1: Clinician comfort using oral antibiotic therapy to treat uncomplicated bacteremia due to specific syndromes Figure 2: Clinician comfort using oral antibiotic therapy to treat uncomplicated bacteremia due to specific organisms Conclusion Considerable variation in comfort using OAT for uBSIs among IDC vs NIDC exists, highlighting opportunities for IDC to continue to demonstrate their value in clinical practice. Understanding the reasons for variability may be helpful in creating best practice guidelines to standardize decision making. Disclosures All Authors: No reported disclosures

The primary function of the patient portal is to give patients greater access to their personal health information. Granting patients electronic access allows them to make well-informed health care decisions.This study aimed to identify sociodemographic differences in patient portal use and examine factors affecting patient portal utilization following the final stage of the Meaningful Use program which aimed to promote the use of certified electronic health record (EHR) technology.Survey data from Health Information National Trends Survey (HINTS) 5, cycles 1, 2, and 3 were analyzed. The sample included 8291 completed surveys. Multivariable logistic regression on a selected response for each surveyed question was used to assess the racial and ethnic difference after controlling for age, sex, income, and education.Subjects included English and Spanish speaking adults in the USA.Measures included assessment of patient portal use, patient portal access, understanding health information, usefulness of health records, and privacy and security.After adjusting for age, sex, income, and education, there was a significant association between race/ethnicity and patient portal non-users responding, "no need to use online medical record" as the reason for not using the patient portal (P = 0.005). Among the portal users, there were significant associations between race/ethnicity and health care provider maintaining an EHR (P = 0.006), being offered access to their portal (P 0.001), understanding health information in the portal (P = 0.004), finding the portal useful for health monitoring (P 0.001), reporting concern about unauthorized access (P = 0.017), and keeping information from health care providers (P = 0.012).Race/ethnicity affects perceptions on the need for the patient portal, being offered access to a portal, and the reasons to access information online. Understanding the factors affecting patient portal use can inform future strategies aimed at increasing adoption.

Pancreatic ductal adenocarcinoma (PDAC) has a five-year survival rate of &lt, 10% due in part to a lack of effective therapies. Pan-histone deacetylase (HDAC) inhibitors have shown preclinical efficacy against PDAC but have failed in the clinic due to toxicity. Selective HDAC inhibitors may reduce toxicity while retaining therapeutic efficacy. However, their use requires identification of the specific HDACs that mediate the therapeutic effects of HDAC inhibitors in PDAC. We determined that the HDAC1/2/3 inhibitor Mocetinostat synergizes with the HDAC4/5/6 inhibitor LMK-235 in a panel of PDAC cell lines. Furthermore, while neither drug alone synergizes with gemcitabine, the combination of Mocetinostat, LMK-235, and gemcitabine showed strong synergy. Using small interfering (si)RNA-mediated knockdown, this synergy was attributed to inhibition of HDACs 1, 2, and 6. Pharmacological inhibition of HDACs 1 and 2 with Romidepsin and HDAC6 with ACY-1215 also potently synergized with gemcitabine in a panel of PDAC cell lines, and this drug combination potentiated the antitumor effects of gemcitabine against PDAC xenografts in vivo. Collectively, our data show that inhibition of multiple HDACs is required for therapeutic effects of HDAC inhibitors and support the development of novel strategies to inhibit HDACs 1, 2, and 6 for PDAC therapy.

Background Audit and feedback is a foundational approach used by antimicrobial stewardship programs (ASP) and has been our primary method for ASP intervention for over 7 years. We sought to evaluate and improve our ASP methods as well as identify barriers to effective antimicrobial management. Methods We distributed an online survey at our institution, to clinicians (prescribers and pharmacists). Results compared their perceptions of the ASP and barriers to antimicrobial stewardship. Descriptive statistics include counts and percentages for categorical variables. Fisher’s exact test was performed to describe the comparison groups for each survey response. We reviewed survey comments and categorized according to themes. Results We distributed the survey to 459 clinicians over 4 months with 110 surveys completed for a response rate of 24%. Prescribers comprised 77.3% of respondents. 74.5% of clinicians reported that antibiotic overuse is a problem at our institution. Prescribers were more likely to agree that conflicting priorities to core measures was a barrier to stewardship as well as disagree with current guidelines (P < 0.05) compared with pharmacists. Figure 1 demonstrates other barriers. Prescribers found ASP more helpful than pharmacists in antimicrobial dose adjustments (P < 0.05). Figure 2 demonstrates other scenarios where ASP provided input with varying degrees of perceived helpfulness. Pharmacists used the ASP website more than prescribers (P < 0.05). Text message and phone call were preferred methods of contact with prescribers favoring messages and pharmacists favoring phone calls. Clinicians infrequently used order-sets; Figure 3 demonstrates reasons for lack of use. 17.2% of participants commented about the ASP; of these, 42% were positive and 32% contained suggestions to improve communication and education. Comments are summarized in Figure 4. Conclusion Overall, clinicians agree that antimicrobial overuse is a concern at our institution. ASP is generally well received; however, after 7 years of operation, this survey shows that continued improvement is needed, notably in communication, education, and EMR order-sets. Results will be used to refine methods of effective communication and information delivery to nurture an effective relationship. Disclosures All authors: No reported disclosures.

Background Providing regional and state-specific prognosis factors for stroke patients has both clinical and public health importance. Results from previous studies of sex difference in stroke case fatality have been mixed. The current study links stroke hospitalizations to community-based mortality records to examine sex difference in stroke case fatality and associated prognosis factors. Methods Hospital discharge data and death certificate data from January 2005 to December 2009 in Nebraska were linked. Multivariable logistic regression was used to estimate sex differences in 30-day mortality, and the Cox proportional hazard model was used to predict overall survival. Results A total of 15,806 patients were included. Females were more likely to die during the 30 days after stroke hospitalization. However, there was no significant difference in overall survival in the multivariate analysis that controlled for age, comorbidity, and rehabilitation factors. Females were more likely to have comorbidities, such as atrial fibrillation, anemia, and heart failure, while males were more likely to have chronic kidney disease. In addition, males were more likely to receive rehabilitation services after stroke. Conclusions Among persons hospitalized with a stroke in Nebraska between 2005 and 2009, the crude case fatality rate was 50% higher in women. However, after accounting for age and other variables, adjusted mortality rates were essentially the same for men and women.