A novel 2-step process for the management of inpatient beta-lactam allergy labels.

BACKGROUND: Inpatient beta-lactam allergy labels may increase the unnecessary use of aztreonam and non-beta-lactam antibiotics, which can then lead to more adverse events and increased health care costs, OBJECTIVE: To assess the impact of a novel 2-step process (medication history review followed by risk stratification) on rates of beta-lactam delabeling, aztreonam use, and desensitizations on pediatric, adult, and obstetrics inpatients at a tertiary academic center. METHODS: We prospectively collected data on 700 patients who received inpatient consultation from the Beta-Lactam Allergy Evaluation Service between August 2021 and July 2022. Patients were delabeled either by medication review alone, drug challenge alone if with a low-risk history, or penicillin skin test followed by drug challenge if with a high-risk history. Generalized linear regression modeling was used to compare aztreonam days of therapy in the intervention year with the 2 prior years. Drug desensitizations were assessed by electronic chart review. RESULTS: Most of the patients (n = 656 of 700, 94%) had more than or equal to 1 beta-lactam allergy label removed, clarified, or both; 77.9% of these patients (n = 511 of 656) had 587 beta-lactam allergy labels removed. Nearly one-third (n = 149, 27.6%) had 162 allergy labels removed solely by medication history review. All 114 penicillin skin tests performed had negative results, and 98% (8 of 381) of the patients who underwent any drug challenge passed. Only 5.7% of the delabeled patients were relabeled. There was a 27% reduction in aztreonam use (P = .007). Beta-lactam desensitizations were reduced by 80%. CONCLUSION: A full-time inpatient beta-lactam allergy service using medication history review and risk stratification can safely and effectively remove inpatient beta-lactam allergy labels, reduce aztreonam use, and decrease beta-lactam desensitizations.

The impact of the COVID-19 pandemic on medical conditions and medication adherence in people with chronic diseases.

BACKGROUND: The coronavirus disease 2019 (COVID-19) pandemic has drastically disrupted primary health care and pharmacy services, posing a challenge in people with chronic diseases who receive routine care. Currently, there exists limited literature on the indirect impact of the pandemic on chronic disease management, particularly related to accessibility to medications and health care resources. OBJECTIVES: To determine the prevalence of medical- and medication-related problems reported by people with chronic diseases during the pandemic. The secondary objective was to identify the barriers and contributing factors related to these medical- and medication-related problems. METHODS: The anonymous and voluntary, Web-based survey was filled out by interested adult respondents with chronic disease(s) across Michigan between September 1, 2020, and January 1, 2021. The primary outcome included self-reported medical- and medication-related problems during the pandemic. Secondary outcomes included potential risk factors for medical- and medication-related problems. Descriptive statistics was used to describe respondents' demographics, chronic disease characteristics, medication adherence, medical- and medication-related problems, and COVID-19-related factors. The multivariable Firth logistic regression was used to analyze correlations between potential risk factors associated with medical- and medication-related problems. RESULTS: A total of 1103 respondents completed the survey and were included in the analysis. Approximately, 51% of respondents reported a medication-related problem with 19.6% reported problems obtaining medication(s) and 31.7% reported forgetting or not taking their medication(s). The top reason for problems obtaining medication(s) was doctor's office being closed for in-person visit(s). In addition, of all responses, more than half reported worsening symptoms of their chronic disease(s) during the pandemic especially with psychiatric disorders (79.5%) and inflammatory bowel disease (60%). Respondents with a significantly higher risk of medication-related problems included those who were younger, were female, and had psychiatric disorder(s), diabetes, arthritis, or lupus, and respondents with a significantly higher risk of medical-related problems included those with multiple chronic diseases, psychiatric disorder(s), and heart failure. CONCLUSION: Understanding the consequences of the pandemic, such as medical- and medication-related problems, in this population is critical to improving health care accessibility and resources through potential outpatient pharmacy services during this and future pandemics.

Comprehensive medication review service by embedded pharmacists in primary care: Innovations and impact.

BACKGROUND: Primary care may offer innovations in delivering comprehensive medication reviews (CMRs). OBJECTIVES: This study aimed to (1) describe innovations to improve delivery and impact of CMR, (2) quantify CMR completion rates and patient satisfaction, and (3) characterize medication changes and impact on medication costs. PRACTICE DESCRIPTION: Board-certified ambulatory care pharmacists with collaborative practice agreements embedded in primary care provided CMRs in 5 clinics for eligible university prescription plan retirees. PRACTICE INNOVATION: Innovations included (1) physician review of potential CMR recipient list, (2) use of trained student pharmacists to recruit and set up CMR visits, (3) use of clinical information in a standardized CMR 2-visit approach by embedded pharmacists, and (4) enrollment into disease management programs or referrals to other providers. EVALUATION METHODS: Data from a retrospective cohort were collected. The CMR completion rate and therapeutic interventions were documented. Prescription fill data were available for 6 months before and after the CMR. An anonymous survey assessed patient satisfaction. Frequencies and descriptive statistics characterized completion rate, interventions, and patient satisfaction. The median cost to the plan of deleted versus added medications and per member per month total drug costs before and after the CMR were compared. RESULTS: Among 729 beneficiaries screened, 489 were eligible and 223 (46%) received a CMR. There were 388 medication interventions: the most common intervention was to delete medications (41.0%). One in 4 was enrolled into the pharmacists' disease management programs. Individuals reported 4.68 (SD 0.67) of 5 for helpfulness of the CMR. The ratio of median costs for medication deletions versus additions was $1.46 vs. $1.00. CONCLUSION: Innovations to deliver CMRs capitalized on well-established physician-pharmacist relationships and nonpharmacist personnel to recruit and prepare the intake. Almost half of eligible beneficiaries received a CMR, and the CMRs were impactful for patients and payers. The most prevalent intervention was to discontinue medications for efficacy reasons.

Safety and efficacy of direct-acting oral anticoagulants versus warfarin in kidney transplant recipients: a retrospective single-center cohort study.

Despite the increased use, comparative safety and efficacy of direct-acting oral anticoagulants (DOACs) against warfarin have not been well studied in kidney transplant recipients. In this single-center retrospective study, we evaluated 197 adult kidney transplant recipients on DOAC or warfarin between January 1, 2011, and June 30, 2018. The primary outcome was incidence of major bleeding defined as a hemoglobin decrease ≥2 g/dl, blood transfusion ≥2 units, or symptomatic bleeding in a critical area or organ. Patients were initiated on anticoagulation therapy at a median of 6.5 years post-transplant and followed for a median of 12.3 months. The rates of major bleeding were 7.2% per year with DOACs vs. 11.4% per year with warfarin (Mantel-Cox P = 0.15). No difference was found in composite bleeding, clinically relevant nonmajor bleeding, or thromboembolic events between the groups. There was a lower incidence of major bleeding with apixaban compared to all other anticoagulants (6.7% vs. 19.0%, P = 0.027). After controlling for potential confounders, DOAC use was not associated with an increased risk of major bleeding (HR 0.73, 95% CI 0.27-1.95). Further research is warranted to definitively determine whether DOACs are effective and safe alternatives to warfarin for anticoagulation in kidney transplant recipients.

The effect of a computerized best practice alert system in an outpatient setting on metabolic monitoring in patients on second-generation antipsychotics.

WHAT IS KNOWN AND OBJECTIVE: Metabolic syndrome is a well-documented adverse effect of second-generation antipsychotics (SGAs). Patients with metabolic syndrome are at an increased risk of potentially fatal cardiovascular events, including myocardial infarction and stroke. This elevated risk prompted the creation of a national guideline on metabolic monitoring for patients on SGAs in 2004. However, monitoring practices remained low at our clinic. To address this concern, a clinical decision support system was developed to alert providers of monitoring requirements. The purpose of this study is to determine the effect of the best practice alert (BPA), and to assess the impact of provider and patient characteristics on metabolic laboratory (lab) order rates. METHODS: A retrospective chart review was conducted at a large outpatient psychiatric clinic. Data were collected from all adult patients who were prescribed an SGA and triggered the BPA (indicating lab monitoring is needed for the patient). Data collection included a variety of patient, provider and alert variables. The primary outcome was a composite of fasting blood glucose (FBG), haemoglobin A1c (HbA1c) and/or fasting lipid panel order rates. Secondary outcomes included the rate of valid response, which considered appropriate reasons for not ordering labs (ie monitoring already completed during recent primary care visit), as well as order rates of individual labs. RESULTS AND DISCUSSION: Data from 1112 patients were collected and analysed. Patients with a thought disorder diagnosis had significantly more labs ordered than those without. No other patient factors affected order rates. Resident psychiatrists and nurse practitioners ordered significantly more labs and had significantly more valid responses than attending psychiatrists. An active alert, which fired during medication order entry, was associated with a higher rate of lab ordering and valid response compared to a passive alert, which fired whenever a prescribing healthcare provider opened the chart. WHAT IS NEW AND CONCLUSION: Prescribers may associate metabolic syndrome with schizophrenia or with use of SGAs specifically in thought disorders, even though these medications pose a risk for all indications. Higher rates of monitoring by resident physicians may have been due to spending more time with patients during the encounter and in documentation. Lastly, the active BPA was an effective tool to increase metabolic monitoring in patients taking SGAs. Continued education on the importance of regular metabolic monitoring should be implemented for all providers.

Linking the patient-centered medical home to community pharmacy via an innovative pharmacist care model.

OBJECTIVES: To develop and pilot test a model that extends pharmacists' direct patient care from the patient-centered medical home (PCMH) to the community pharmacy. SETTING: Two Michigan Medicine PCMH clinics and 2 CVS Pharmacy sites in Ann Arbor, MI. PRACTICE DESCRIPTION: In the PCMH clinics, pharmacists have provided patient care using collaborative practice agreements for diabetes, hypertension, and hyperlipidemia for more than 5 years. PRACTICE INNOVATION: Legal agreements were developed for sharing data and for accessing the Michigan Medicine Electronic Medical Record (EMR) in the CVS pharmacies. An immersion training model was used to train 2 community pharmacists to provide direct patient care and change medications to improve disease control. Then these community pharmacists provided disease management and comprehensive medication reviews (CMRs) in either the PCMH clinic or in CVS pharmacies. MAIN OUTCOME MEASURES: Glycosylated hemoglobin (A1C ≤ 9% and < 7%) and blood pressure (BP < 140/90) were compared for patients seen by PCMH pharmacists, patients seen by community pharmacists, and a propensity score-generated control group. Surveys were used to assess patient satisfaction. RESULTS: Of 503 shared patients, 200 received disease management and 113 received a CMR from the community pharmacists. Lack of efficacy was the most common reason for medication changes in diabetes (n = 136) and hypertension (n = 188). For CMR, optimizing the dosage regimen was the most common intervention. For the community pharmacist group, the odds of patients having an A1C ≤ 9% increased by 8% in each time period, whereas the odds decreased by 16% for the control group (odds ratio 1.29; P = 0.0028). No statistically significant differences were seen in the outcomes for patients seen by PCMH versus community pharmacists. Most patients (90%) rated the care as excellent. CONCLUSION: Direct patient care provided by community pharmacists, either in PCMH clinics or CVS pharmacies, was consistent with care provided by PCMH pharmacists. Patients were highly satisfied with the services provided.

A multicentre stewardship initiative to decrease excessive duration of antibiotic therapy for the treatment of community-acquired pneumonia.

Background: The increased emphasis on pneumonia-related performance measures and patient outcomes has led hospitals to implement multifaceted approaches to quickly identify patients with community-acquired pneumonia (CAP), start timely therapy and reduce readmission. However, there has been minimal focus on duration of therapy (DOT) and patients often receive prolonged antibiotic courses. The IDSA and American Thoracic Society (IDSA/ATS) CAP guidelines recommend 5 days of therapy for clinically stable patients that quickly defervesce and stewardship teams are well positioned to influence prescribing practices. Objectives: Determine the impact of a prospective stewardship intervention on total antibiotic DOT and associated clinical outcomes in hospitalized patients with CAP. Methods: This multicentre, quasi-experimental study evaluated three concurrent interventions over a 6 month period to promote appropriate DOT. All centres updated institutional CAP guidelines to promote IDSA/ATS-concordant DOT, provided education and conducted daily audit and feedback with intervention to provide patient-specific DOT recommendations. Results: A total of 600 patients with CAP were included (307 in the historical control group and 293 in the stewardship intervention group). The stewardship intervention increased compliance with DOT recommendations (42% versus 5.6%, P < 0.001) and reduced the median DOT per patient (6 versus 9 days, P < 0.001). Clinical outcomes, including mortality, readmission with pneumonia, presentation to the emergency centre/clinic with pneumonia and incidence of Clostridium difficile infection within 30 days of discharge, were not different between groups. Conclusions: This multicentre evaluation of a stewardship intervention in hospitalized CAP patients reduced the total antibiotic DOT and increased guideline-concordant DOT without adversely affecting patient outcomes.

Survival and cost-effectiveness of sorafenib therapy in advanced hepatocellular carcinoma: An analysis of the SEER-Medicare database.

Sorafenib is the only chemotherapeutic approved for treatment of advanced hepatocellular carcinoma (HCC). However, its effectiveness in patients with Child-Pugh class B cirrhosis and any moderating effects of health system characteristics are unclear. We examined the survival and cost-effectiveness associated with sorafenib in elderly patients with advanced HCC. We performed an analysis of Medicare beneficiaries with HCC diagnoses from 2007 to 2009. We compared advanced stage patients with HCC (American Joint Committee on Cancer stage III/IV) who received sorafenib within 6 months of diagnosis (and were otherwise untreated) to advanced stage patients with HCC who received no therapy (control). We performed univariate and multivariate analyses to identify predictors of survival. Incremental cost-effectiveness ratios (ICERs) were calculated for sorafenib-treated and control patients. We included 228 sorafenib-treated patients and 870 control patients. The median survival of the sorafenib-treated patients was 150.5 days versus 62 days for control patients. On multivariate analysis, significant predictors of improved survival were treatment with sorafenib (hazard ratio [HR], 0.66; 95% confidence interval [CI], 0.57-0.77), being seen at a National Cancer Institute-designated cancer center (HR, 0.77; 95% CI, 0.62-0.97), and being seen at a transplantation center (HR, 0.77; 95% CI, 0.65-0.93). Predictors of worse survival included stage IV disease (HR, 1.40; 95% CI, 1.24-1.58), decompensated cirrhosis (HR, 1.49; 95% CI, 1.30-1.70), and treatment in an urban setting (HR, 1.45; 95% CI, 1.21-1.73.) Although sorafenib use was associated with a survival benefit (HR, 0.61; 95% CI, 0.47-0.79) among patients with decompensated cirrhosis, the median survival benefit was 31 days, and it was not cost-effective (ICER, $224,914 per life year gained). CONCLUSION: Sorafenib is associated with improved survival in elderly patients with advanced HCC; however, it is not cost-effective among those with hepatic decompensation. (Hepatology 2017;65:122-133).

The Effects of Cannabis on Inpatient Agitation, Aggression, and Length of Stay.

OBJECTIVE: This study examines the association between cannabis use and the hospital course of patients admitted to the psychiatric inpatient unit with a diagnosis of schizophrenia, schizoaffective disorder, or bipolar disorder. Many confounding variables potentially contribute to the clinical presentation of hospitalized patients in the psychiatric unit. Illicit drug use, in particular, has been associated with acute agitation, and questions can be raised as to what lasting effects drug use prior to admission may have throughout a patient's hospital stay. METHODS: Subjects with a discharge diagnosis of bipolar disorder, schizophrenia, schizoaffective disorder, or psychosis not otherwise specified (N = 201) were retrospectively identified, and those with positive results of urine drug screen for cannabis on admission were compared to negative counterparts. Agitation and aggression were measured using an adaptation of the Excited Component of the Positive and Negative Syndrome Scale (PANSS-EC). These markers were also quantified by comparing charted episodes of restraint and seclusion and administration of as needed medications, such as benzodiazepines and antipsychotics. RESULTS: Positive urine drug screen results for cannabis was correlated with young (p = .001) males (p = .003) with bipolar disorder (p = .009) exhibiting active manic symptoms (p = .003) at the time of admission. Cannabis use was further associated with a shorter length of stay (p = .008), agitation triggering adapted PANSS-EC nursing assessments (p = .029), and oral medications as needed (p = .002) for agitation. CONCLUSIONS: Cannabis use, as defined by positive urine drug screen results, was more common in patients with bipolar disorder and was accompanied by a higher incidence of inpatient agitation. Although these patients also had short hospital lengths of stay, there was no clear relationship between level of agitation and length of stay across all patient groups. One possible explanation for patients with bipolar disorder experiencing short lengths of stay is that their source of agitation may be more closely related to a complex effect of cannabis use rather than a sole etiology of mental illness. Inpatient clinicians should be aware of patient cannabis use proximate to admission.

Ethnic Determinants of Health and Medication Use for Depression Among US Latinx Adults.

BACKGROUND: Medication use for depression among US Latinx adults is low (34%) and commonly associated with systems-related and individual-related cultural factors. Social determinants of health (SDH) include economic, environmental, educational, community, and healthcare systems factors. Ethnic determinants of health (EDH) are SDH factors specific to an ethnic group and described by an ethnic and disparities framework. OBJECTIVE: To assess relationships between EDH factors and depression medication use among non-Latinx White (NLW) and Latinx adult populations using data from a weighted national sample for hypothesis building. METHODS: Weighted responses to 2015-2018 National Survey on Drug Use and Health surveys from NLW, Latinx, and Latinx adult respondents from Puerto Rico, Mexico, and other Latinx countries were compared. Bivariate analyses were conducted using 2-way cross tabulation and a Wald chi-square test of association. EDH variables were characterized within the construct domains of systems-related geographic location, education, and economic stability, and individual-related cultural factors. RESULTS: Prescription medication use for depressive symptoms is 16.6% (P < 0.05) lower among a national sample of Latinx compared with NLW adults with major depressive episode (MDE). Many differences among systems-level EDH variables between Latinx and NLW populations with MDE were also found between populations with depression medication use. Of note, seeing a primary care provider or psychologist or social worker was significantly different among populations with MDE but not for those with depression medication use. Individual-related cultural EDH variables of overall health and serious psychological distress were significantly worse for Latinx than NLW populations with depression medication use. However, stigma, healing beliefs, and religious beliefs were not different between populations with MDE or depression medication use. Differences between certain Latinx populations with depression medication use were found with limited English proficiency and living in poverty. EDH variables for environment-physical characteristics or community and interpersonal levels of analysis were not represented within the NSDUH survey. CONCLUSION: Seeing a primary care provider or behavioral health specialist, depression severity, and overall health status appear to be important factors related to depression medication use among Latinx adults. Given the limitations of these analyses, multivariate analyses of EDH factors and other Latinx populations are warranted.

The association of glucose control on in-hospital mortality in the cardiac intensive care unit.

BACKGROUND: Current guidelines recommend maintaining serum blood glucose (BG) levels between 150 and 180 mg/dL for patients admitted to the intensive care unit (ICU); however, these recommendations are based on randomized controlled trials among general ICU patients and observational studies among specific subgroups. Little is known about the impact of glucose control among patients cared for in the cardiac intensive care unit (CICU). METHODS: This was a retrospective cohort analysis of patients >18 years of age admitted to the University of Michigan CICU from December 2016 through December 2020 with at least one BG measurement during CICU admission. The primary outcome was in-hospital mortality. The secondary outcome was CICU length of stay. RESULTS: A total of 3217 patients were included. When analyzed based on quartiles of mean CICU BG, there were significant differences in in-hospital mortality across BG quartiles for those with diabetes mellitus (DM) and those without DM. In multivariable logistic regression, age, Elixhauser comorbidity score, use of mechanical ventilation, any hypoglycemic event, and any BG value >180 mg/dL were significant predictors for in-hospital mortality in both patients with and without DM, yet average BG was only predictive of in-hospital mortality in patients without DM. CONCLUSIONS: This study highlights the importance of glucose control in critically ill adult patients admitted to the CICU. The trends in mortality based on quartiles and deciles of average BG suggest a difference in optimal blood glucose levels in those with and without DM. However, regardless of diabetes status, mortality increases with higher average BG.

Short-term outcomes after sodium-glucose cotransporter-2 inhibitor initiation in a cohort of heart failure patients.

AIMS: Sodium-glucose cotransporter-2 inhibitors (SGLT2i) decrease mortality and risk of hospitalization in patients with heart failure with reduced ejection fraction (HFrEF). SGLT2i have a natriuretic effect shortly after initiation, followed by a lasting osmotic diuretic effect. We sought to evaluate rates of acute kidney injury (AKI) and therapy discontinuation with SGLT2i initiation in a real-world cohort of HFrEF patients. METHODS AND RESULTS: We abstracted data on 200 patients with HFrEF initiated on a SGLT2i in the outpatient setting at the University of Michigan (between 1 July 2016 and 2 July 2022). Our co-primary endpoints were rate of AKI and discontinuation of SGLT2i. A total of 200 patients were included. The majority of patients were male (64%) with a mean left ventricular ejection fraction (LVEF) of 27%. One hundred and four (52%) patients had diabetes mellitus. Most patients exhibited New York Heart Association class II (51.5%) or III (33.5%) symptoms. The majority of patients (54%) were taking an angiotensin-receptor neprilysin inhibitor. The mean daily furosemide equivalent diuretic dose was 93.3 mg. AKI occurred in 22 patients and 18 patients discontinued their SGLT2i. Yeast infection (n = 6), hypotension (n = 5), and AKI (n = 4) were the most common reasons for discontinuation. Using receiver operating characteristic curve analysis, the strongest models for AKI were A1C [area underneath its curve (AUC) = 75.8, empirical confidence interval (ECI) 66.5-83.5]; baseline serum creatinine (SCr) (AUC = 72.0, ECI 65.7-78.7); LVEF (AUC = 67.6, ECI 58.4-75.8); and furosemide equivalent diuretic dose (AUC = 66.0, ECI 57.5-74.6). Similarly, the strongest positive models for SGLT2i discontinuation were A1C (AUC = 81.1, ECI 74.8-87.2); baseline SCr (AUC = 67.4, ECI 58.7-75.5); LVEF (AUC = 68.7, ECI 58.9-76.5); and furosemide equivalent diuretic dose (AUC = 67.2, ECI 58.2-76.0). CONCLUSIONS: A1C was the strongest model of AKI, and SGLT2i discontinuation in HFrEF patients started on SGLT2i. Glucosuria may be related to this effect. Patients with higher baseline SCr on higher doses of loop diuretics may be at greater risk of these outcomes. Future prospective studies will be needed to further evaluate these findings and other models of AKI and SGLT2i discontinuation to guide clinical use of SGLT2 inhibitors.

Impact of NCCN Guideline Adherence in Adult Cancer Pain on Length of Stay.

To improve the management of cancer related pain, the National Comprehensive Cancer Network (NCCN) publishes the Adult Cancer Pain guideline on an annual basis. However, a large majority of oncology patients still report inadequate pain control. Single-center, retrospective cohort study of adult patients admitted for uncontrolled pain or pain crisis between 3/1/19 and 06/30/20 were assigned to cohorts of either adherent or non-adherent to NCCN guideline recommendations for management of pain crises based on their initial opioid orders. Patients must have reported a pain score >/= 4 and received at least one dose of opioids within 24 hours upon admission. The length of stay (LOS), pain scores, and naloxone administration were compared between both groups. Patients in the adherent group had a shorter median LOS (3.7 days [range: 1 to 18.93] vs 5.4 days [range: 1.45 to 19.64 days], p = 0.04). Patients that received lower doses than recommended had longer LOS compared to adherent group (6.1 vs. 3.7 days; p = 0.009). When adjusted for confounders, this significance did not remain. The lowest reported pain score within 24 hours of admission was lower in the adherent group (median 3 vs 4, p = 0.04). Predictors of LOS included opioid tolerance and a pain or palliative care consult. Adherence to NCCN guidelines for acute pain crisis management in adult patients with cancer remains poor. Patients who received guideline adherent initial opioid regimens demonstrated a trend toward a shorter LOS. Opioid-tolerant patient outcomes remain inadequate; appropriate pain management for these patients need to improve.

Implementation outcomes of the Structured and Codified SIG format in electronic prescription directions.

OBJECTIVE: To determine the extent of implementation, completeness, and accuracy of Structured and Codified SIG (S&C SIG) directions on electronic prescriptions (e-prescriptions). MATERIALS AND METHODS: A retrospective analysis of a random sample of 3.8 million e-prescriptions sent from electronic prescribing (e-prescribing) software to outpatient pharmacies in the United States between 2019 and 2021. Natural language processing was used to identify direction components, including action verb, dose, frequency, route, duration, and indication from free-text directions and were compared to the S&C SIG format. Inductive qualitative analysis of S&C direction identified error types and frequencies for each component. RESULTS: Implementation of the S&C SIG format in e-prescribing software resulted in 32.4% of e-prescriptions transmitted with these standardized directions. Directions using the S&C SIG format contained a greater percentage of each direction component compared to free-text directions, except for the indication component. Structured and codified directions contained quality issues in 10.3% of cases. DISCUSSION: Expanding adoption of more diverse direction terminology for the S&C SIG formats can improve the coverage of directions using the S&C SIG format. Building out e-prescribing software interfaces to include more direction components can improve patient medication use and safety. Quality improvement efforts, such as improving the design of e-prescribing software and auditing for discrepancies, are needed to identify and eliminate implementation-related issues with direction information from the S&C SIG format so that e-prescription directions are always accurately represented. CONCLUSION: Although directions using the S&C SIG format may result in more complete directions, greater adoption of the format and best practices for preventing its incorrect use are necessary.

Comparing the variability of ingredient, strength, and dose form information from electronic prescriptions with RxNorm drug product descriptions.

OBJECTIVE: To determine the variability of ingredient, strength, and dose form information from drug product descriptions in real-world electronic prescription (e-prescription) data. MATERIALS AND METHODS: A sample of 10 399 324 e-prescriptions from 2019 to 2021 were obtained. Drug product descriptions were analyzed with a named entity extraction model and National Drug Codes (NDCs) were used to get RxNorm Concept Unique Identifiers (RxCUI) via RxNorm. The number of drug product description variants for each RxCUI was determined. Variants identified were compared to RxNorm to determine the extent of matching terminology used. RESULTS: A total of 353 002 unique pairs of drug product descriptions and NDCs were analyzed. The median (1st-3rd quartile) number of variants extracted for each standardized expression in RxNorm, was 3 (2-7) for ingredients, 4 (2-8) for strength, and 41 (11-122) for dosage forms. Of the pairs, 42.35% of ingredients (n = 328 032), 51.23% of strengths (n = 321 706), and 10.60% of dose forms (n = 326 653) used matching terminology, while 16.31%, 24.85%, and 13.05% contained nonmatching terminology, respectively. DISCUSSION: A wide variety of drug product descriptions makes it difficult to determine whether 2 drug product descriptions describe the same drug product (eg, using abbreviations to describe an active ingredient or using different units to represent a concentration). This results in patient safety risks that lead to incorrect drug products being ordered, dispensed, and used by patients. Implementation and use of standardized terminology may reduce these risks. CONCLUSION: Drug product descriptions on real-world e-prescriptions exhibit large variation resulting in unnecessary ambiguity and potential patient safety risks.

Needs assessment and impact of mental health training among doctor of pharmacy students.

INTRODUCTION: Mental illness is extremely prevalent, yet many pharmacy students get little exposure to mental health training. The majority of studies assessing mental health training and Mental Health First Aid (MHFA) are focused on undergraduate programs. This study critically evaluated the impact of MHFA on pharmacy students' knowledge, confidence, and perceptions as they pertain to mental health, as well as the appropriateness of MHFA as a training course for pharmacy students. METHODS: There were two parts to this study: (1) a pre-/post-survey that assessed the impact of MHFA on pharmacy students as well as the appropriateness of MHFA for students at this level of education and training and (2) a college-wide survey that assessed the impact of mental health training of any type on confidence in mental health-related skills and the perceived usefulness of mental health training for pharmacy students. RESULTS: Participants of the MHFA portion of the study demonstrated a statistically significant improvement in knowledge of mental health-related topics and confidence to interact with someone experiencing mental illness (P < .05) after completing the MHFA course. Perceptions of mental illness did not improve significantly following a single training. The college-wide survey (N = 275) revealed a significantly higher confidence level among students who had previously completed any mental health training program compared to those who had not (P < .05). CONCLUSIONS: MHFA training significantly increased students' knowledge and confidence in approaching and interacting with persons experiencing mental illness.

Longitudinal Measurement of Empathy in Student Pharmacists.

Objective. To assess empathy longitudinally in student pharmacists and describe how it changes during their four years of pharmacy education.Methods. The Jefferson Scale of Empathy Health Professions Student version (JSE-HPS) was completed by a cohort of student pharmacists at the beginning and end of their first year of pharmacy school (P1), then at the end of their second, third, and fourth years of pharmacy school (P2, P3, P4). Demographic data and information about students' previous pharmacy work experience and experience interacting with patients were also collected.Results. Student pharmacists' empathy scores were relatively high at the beginning of P1, comparable to scores reported for medical and other health professions students. Empathy scores declined over the first two years of the pharmacy curriculum but increased during both P3 and P4, recovering to the level observed at the beginning of P1. Factor analysis identified three factors, namely "perspective taking," "compassionate care," and "walking in a patient's shoes" that accounted for 26%, 19%, and 7% of the variance, respectively, and supported the construct validity of the JSE-HPS.Conclusion. Student pharmacists' empathy decreased during the early, primarily didactic years of the pharmacy curriculum but increased during the latter years that emphasize clinical experiences.

Evaluating the Impact of CYP3A5 Genotype on Post-Transplant Healthcare Resource Utilization in Pediatric Renal and Heart Transplant Recipients Receiving Tacrolimus.

PURPOSE: CYP3A5 genotype is a significant contributor to inter-individual tacrolimus exposure and may impact the time required to achieve therapeutic concentrations and number of tacrolimus dose adjustments in transplant patients. Increased modifications to tacrolimus therapy may indicate a higher burden on healthcare resources. The purpose of this study was to evaluate whether CYP3A5 genotype was predictive of healthcare resource utilization in pediatric renal and heart transplant recipients. PATIENTS AND METHODS: Patients <18 years of age with a renal or heart transplant between 6/1/2014-12/31/2018 and tacrolimus-based immunosuppression were included. Secondary use samples were obtained for CYP3A5 genotyping. Clinical data was retrospectively collected from the electronic medical record. Healthcare resource utilization measures included the number of dose changes, number of tacrolimus concentrations, length of stay, number of clinical encounters, and total charges within the first year post-transplant. Rejection and donor-specific antibody (DSA) formation within the first year were also collected. The impact of CYP3A5 genotype was evaluated via univariate analysis for the first year and multivariable analysis at 30, 90, 180, 270, and 365 days post-transplant. RESULTS: Eighty-five subjects were included, 48 renal transplant recipients and 37 heart transplant recipients. CYP3A5 genotype was not associated with any outcomes in renal transplant, however, a CYP3A5 expresser phenotype was a predictor of more dose changes, more tacrolimus concentrations, longer length of stay, and higher total charges in heart transplant recipients. CYP3A5 genotype was not associated with rejection or DSA formation. Age and induction therapy were associated with higher total charges. CONCLUSION: CYP3A5 genotype may predict healthcare resource utilization in the first year post-transplant, although this may be mitigated by differences in tacrolimus management. Future studies should evaluate the impact of genotype-guided dosing strategies for tacrolimus on healthcare utilization resources.

Monoclonal Antibodies for Early Treatment of COVID-19 in a World of Evolving SARS-CoV-2 Mutations and Variants.

Monoclonal antibodies targeting the receptor binding domain (RBD) of severe acute respiratory syndrome coronavirus 2 spike protein are important outpatient treatment options in coronavirus disease 2019 to mitigate progression of disease and prevent hospitalization. The impact of different RBD mutations on the efficacy of the available monoclonal antibodies and processes for incorporating this impact into treatment algorithms are ill defined. Herein, we synthesize the data surrounding the impact of key RBD mutations on the efficacy of US Food and Drug Administration Emergency Use Authorized monoclonal antibodies and describe our approach at Michigan Medicine at monitoring mutation frequency in circulating virus and developing an algorithm that incorporates these data into outpatient treatment pathways.