Medicine and Health Sciences Commons^™

Innovative Solutions For State Medicaid Programs To Leverage Their Data, Build Their Analytic Capacity, And Create Evidence-Based Policy, Lauren Adams, Susan Kennedy, Lindsay Allen, Andrew Barnes, Tom Bias, Dushka Crane, Paul Lanier, Rachel Mauk, Shamis Mohamoud, Nathan Pauly, Jeffery C. Talbert, Cynthia Woodcock, Kara Zivin, Julie Donohue

Pharmacy Practice and Science Faculty Publications

As states have embraced additional flexibility to change coverage of and payment for Medicaid services, they have also faced heightened expectations for delivering high-value care. Efforts to meet these new expectations have increased the need for rigorous, evidence-based policy, but states may face challenges finding the resources, capacity, and expertise to meet this need. By describing state-university partnerships in more than 20 states, this commentary describes innovative solutions for states that want to leverage their own data, build their analytic capacity, and create evidence-based policy. From an integrated web-based system to improve long-term care to evaluating the impact of permanent …

Diagnosis, Treatment And Follow Up Of Acute Pulmonary Embolism: Consensus Practice From The Pert Consortium, Belinda Rivera-Lebron, Michael Mcdaniel, Kamran Ahrar, Abdulah Alrifai, David M. Dudzinski, Christina Fanola, Danielle Blais, David Janicke, Roman Melamed, Kerry Mohrien, Elizabeth Rozycki, Charles B. Ross, Andrew J. Klein, Parth Rali, Nicholas R. Teman, Leoara Yarboro, Eugene Ichinose, Aditya M. Sharma, Jason A. Bartos, Mahir Elder, Brent Keeling, Harold Palevsky, Soophia Naydenov, Parijat Sen, Nancy Amoroso, Josanna M. Rodriguez-Lopez, George A. Davis, Rachel Rosovsky, Kenneth Rosenfield, Christopher Kabrhel, James Horowitz, Jay S. Giri, Victor Tapson, Richard Channick, Pert Consortium

Pharmacy Practice and Science Faculty Publications

Pulmonary embolism (PE) is a life-threatening condition and a leading cause of morbidity and mortality. There have been many advances in the field of PE in the last few years, requiring a careful assessment of their impact on patient care. However, variations in recommendations by different clinical guidelines, as well as lack of robust clinical trials, make clinical decisions challenging. The Pulmonary Embolism Response Team Consortium is an international association created to advance the diagnosis, treatment, and outcomes of patients with PE. In this consensus practice document, we provide a comprehensive review of the diagnosis, treatment, and follow-up of acute …

Prescription And Over-The-Counter Medication Record Integration: A Holistic Patient-Centered Approach, Clark D. Kebodeaux

Pharmacy Practice and Science Faculty Publications

Objective: Nonprescription or over-the-counter (OTC) medications play a crucial role in a patient’s ability to make choices to manage his or her own health care. Often these nonprescription choices are unknown to health care practitioners and thus are often not included as part of patients’ health records. The exclusion of these therapies can pose risks to patient safety. There is a significant need to address the capture of OTC medication use in both the physician and pharmacy electronic health records (EHRs) and during the practitionerepatient medication history and reconciliation process.

Data sources: On October 26, 2016, the National Association of …

Incidence Of Acute Kidney Injury Among Patients Treated With Piperacillin-Tazobactam Or Meropenem In Combination With Vancomycin, Wilbur Cliff Rutter, David S. Burgess

Pharmacy Practice and Science Faculty Publications

Acute kidney injury (AKI) increases during empirical antimicrobial therapy with the combination of piperacillin-tazobactam (TZP) and vancomycin (VAN) compared to the number of incidences with monotherapy or the combination of cefepime and VAN. Limited data regarding the impact of meropenem (MEM) combined with VAN exist. This study examined the AKI incidence among patients treated with MEM plus VAN (MEM+VAN) or TZP+VAN. Data were collected from the University of Kentucky Center for Clinical and Translational Science Enterprise Data Trust from September 2007 through October 2015. Adults without previous renal disease who received MEM+VAN or TZP+VAN for at least 2 days were …

Low-Fat Abiraterone Food Effect Is Of Little Consequence, Jill M. Kolesar, Glenn X. Liu

Pharmacy Practice and Science Faculty Publications

No abstract provided.

Risk Stratification For Bleeding Complications In Patients With Venous Thromboembolism: Application Of The Has-Bled Bleeding Score During The First 6 Months Of Anticoagulant Treatment, Joshua D. Brown, Amie J. Goodin, Gregory Y. H. Lip, Val R. Adams

Pharmacy Practice and Science Faculty Publications

Background—The Hypertension, Abnormal renal/liver function, Stroke, Bleeding, Labile International Normalized Ratio (INR), Elderly, Drugs or alcohol use (HAS-BLED) score has strong predictive validity for major bleeding complications, but limited validation has been conducted in venous thromboembolism (VTE). This study evaluates the HAS-BLED score in a large cohort of VTE patients.

Methods and Results—A retrospective cohort of adults ≥ 18 years with primary diagnosis of VTE between January 1, 2010 and November 31, 2013 were identified in an insurance claims database. Patients were tracked until death, any bleed event, or end of study period. HAS-BLED score and components were …

Longitudinal Patterns Of Potentially Inappropriate Medication Use Following Incident Dementia Diagnosis, Christine M. Ramsey, Danijela Gnjidic, George O. Agogo, Heather Allore, Daniela Moga

Pharmacy Practice and Science Faculty Publications

Introduction: Potentially inappropriate medication (PIM) use in older adults with dementia is an understudied area. We assessed longitudinal changes in PIM exposure by dementia type following dementia diagnosis.

Methods: We followed 2448 participants aged ≥ 65 years (52% women, 85.5% Caucasian, mean age 80.9 ± 7.5 years) diagnosed with dementia after enrollment in the National Alzheimer's Coordinating Center (2005-2014). We estimated the association between dementia type and PIM annually for 2 years after diagnosis, using Generalized Estimating Equations.

Results:Participants with Lewy body dementia had more PIM use, and participants with frontotemporal dementia had less PIM use than participants with …

An Investigation Of Factors Predicting The Type Of Bladder Antimuscarinics Initiated In Medicare Nursing Homes Residents, Daniela C. Moga, Qishan Wu, Pratik Doshi, Amie J. Goodin

Pharmacy Practice and Science Faculty Publications

Background: To examine factors predicting type of bladder antimuscarinics (BAM) initiated in nursing home (NH) residents.

Methods: Incident BAM initiators following NH admission were identified by constructing a retrospective cohort from Medicare files and Minimum Data Set (MDS). Participants included all residents 65 years and older admitted in Medicare-certified NH between January 1, 2007 and December 31, 2008 who were prescribed BAM and had continuous Medicare (Part A, B, and D) enrollment. Patient characteristics, medications, and comorbidities were derived from Medicare enrollment and claims. NH characteristics and health status were derived from MDS assessments. The outcome was defined as type …

Influence Of Β-Lactam Infusion Strategy On Acute Kidney Injury, Sarah E. Cotner, Wilbur Cliff Rutter, Donna R. Burgess, Katie L. Wallace, Craig A. Martin, David S. Burgess

Pharmacy Practice and Science Faculty Publications

Limited literature is available assessing nephrotoxicity with prolonged β-lactam infusions. This study compared the incidence of acute kidney injury (AKI) associated with a prolonged β-lactam infusion or an intermittent infusion. This was a retrospective, matched-cohort study at an academic medical center from July 2006 to September 2015. Adult patients who received piperacillin-tazobactam (TZP), cefepime (FEP), or meropenem (MEM) for at least 48 h were evaluated. Patients were excluded for preexisting renal dysfunction or pregnancy. The primary outcome was difference in incidence of AKI evaluated using the RIFLE (risk, injury, failure, loss, and end-stage) criteria. Patients in the intermittent group …

Design And Validation Of Patient-Centered Communication Tools (Pact) To Measure Students' Communication Skills, Gloria R. Grice, Nicole M. Gattas, Theresa Prosser, Mychal Voorhees, Clark D. Kebodeaux, Amy Tiemeier, Tricia M. Berry, Alexandria Garavaglia Wilson, Janelle Mann, Paul Juang

Pharmacy Practice and Science Faculty Publications

Objective. To develop a comprehensive instrument specific to student pharmacist-patient communication skills, and to determine face, content, construct, concurrent, and predictive validity and reliability of the instrument.

Methods. A multi-step approach was used to create and validate an instrument, including the use of external experts for face and content validity, students for construct validity, comparisons to other rubrics for concurrent validity, comparisons to other coursework for predictive validity, and extensive reliability and inter-rater reliability testing with trained faculty assessors.

Results. Patient-centered Communication Tools (PaCT) achieved face and content validity and performed well with multiple correlation tests with significant findings for …

Vena Cava Filter Retrieval Rates And Factors Associated With Retrieval In A Large Us Cohort, Joshua D. Brown, Driss Raissi, Qiong Han, Val R. Adams, Jeffery Talbert

Pharmacy Practice and Science Faculty Publications

Background Retrieval of vena cava filters (VCFs) is important for safety as complications increase with longer dwell times. This study assessed VCF retrieval rates and factors associated with retrieval in a national cohort.

Methods and Results VCFs were identified by procedural codes from an administrative claims database. Patients were identified who had a VCF placement during a hospitalization from a national commercial administrative claims database. Indications for VCF placement were identified as pulmonary embolism with or without deep vein thrombosis, deep vein thrombosis only, or prophylactic. Patient demographic and clinical characteristics were included in proportional hazard regression models to find …

Optimizing Medication Appropriateness In Older Adults: A Randomized Clinical Interventional Trial To Decrease Anticholinergic Burden, Daniela C. Moga, Erin L. Abner, Dorinda N. Rigsby, Lynne Eckmann, Mark Huffmyer, Richard R. Murphy, Beth B. Coy, Gregory A. Jicha

Pharmacy Practice and Science Faculty Publications

Background

The complexity of medication therapy in older adults with multiple comorbidities often leads to inappropriate prescribing. Drugs with anticholinergic properties are of particular interest because many are not recognized for this property; their use may lead to increased anticholinergic burden resulting in significant health risks, as well as negatively impacting cognition. Medication therapy management (MTM) interventions showed promise in addressing inappropriate medication use, but the effectiveness of targeted multidisciplinary team interventions addressing anticholinergic medications in older populations is yet to be determined.

Methods

We conducted an 8-week, parallel-arm, randomized trial to evaluate whether a targeted patient-centered pharmacist–physician team MTM …

Quality Of Life And Medication Adherence Of Independently Living Older Adults Enrolled In A Pharmacist-Based Medication Management Program, Christopher Harlow, Catherine Hanna, Lynne Eckmann, Yevgeniya Gokun, Faika Zanjani, Karen Blumenschein, Holly Divine

Pharmacy Practice and Science Faculty Publications

This study sought to understand the medication adherence and quality of life (QOL) of recipients of a pharmacist-based medication management program among independently living older adults. Using a cross-sectional, quasi-experimental study design, we compared older adults enrolled in the program to older adults not enrolled in the program. Data were collected via face-to-face interviews in independent-living facilities and in participants’ homes. Independently living older adults who were enrolled in the medication management program (n = 38) were compared to older adults not enrolled in the program (control group (n = 41)). All participants were asked to complete questionnaires …

Nephrotoxicity In Patients With Or Without Cystic Fibrosis Treated With Polymyxin B Compared To Colistin, Ryan L. Crass, Wilbur Cliff Rutter, Donna R. Burgess, Craig A. Martin, David S. Burgess

Pharmacy Practice and Science Faculty Publications

Nephrotoxicity is the primary adverse effect of the polymyxins. The relative rates of toxicity of polymyxin B and colistin have not been fully elucidated, especially in patients with cystic fibrosis (CF). A retrospective cohort study of adults treated with polymyxin B or colistin for at least 48 h was conducted. The primary endpoint was the incidence of kidney injury assessed by RIFLE (i.e., risk, injury, failure, loss, end-stage renal disease) criteria. Risk factors for kidney injury were evaluated using multivariate Cox regression. A total of 414 patients were evaluated, 220 of whom had CF. In patients without CF, there was …

Empirical Assessment Of The Impact Of Low-Cost Generic Programs On Adherence-Based Quality Measures, Nathan J. Pauly, Jeffery C. Talbert, Joshua D. Brown

Pharmacy Practice and Science Faculty Publications

In the United States, federally-funded health plans are mandated to measure the quality of care. Adherence-based medication quality metrics depend on completeness of administrative claims data for accurate measurement. Low-cost generic programs (LCGPs) cause medications fills to be missing from claims data as medications are not adjudicated through a patient’s insurance. This study sought to assess the magnitude of the impact of LCGPs on these quality measures. Data from the 2012–2013 Medical Expenditure Panel Survey (MEPS) were used. Medication fills for select medication classes were classified as LCGP fills and individuals were classified as never, sometimes, and always users of …

Adverse Events And Treatment Discontinuations Of Antimuscarinics For The Treatment Of Overactive Bladder In Older Adults: A Systematic Review And Meta-Analysis, Scott Martin Vouri, Clark D. Kebodeaux, Paul M. Stranges, Besu F. Teshome

Pharmacy Practice and Science Faculty Publications

Introduction

Antimuscarinics should be used with caution in older adults with overactive bladder (OAB) due to anticholinergic adverse events (AEs). Systematic reviews and meta-analyses (SRMAs) have analyzed safety-related outcomes but have not specified risk in the elderly, the population at highest risk for AEs. The aim of this review is to explore and evaluate AEs and treatment discontinuations in adults 65 or older taking antimuscarinics for OAB.

Methods

Keywords were searched in MEDLINE, EMBASE, SCOPUS, and Cochrane Central Register for Controlled Trials. Randomized controlled trials (RCTs) along with sub-analyses and pooled analyses that compared antimuscarinics to placebo or another antimuscarinic …

Nephrotoxicity During Vancomycin Therapy In Combination With Piperacillin-Tazobactam Or Cefepime, Wilbur Cliff Rutter, Jessica N. Cox, Craig A. Martin, Donna R. Burgess, David S. Burgess

Pharmacy Practice and Science Faculty Publications

Recent reports have demonstrated that vancomycin (VAN) may lead to an increase in the incidence of acute kidney injury (AKI) when it is combined with antipseudomonal beta-lactams. This study compared the incidence of AKI associated with VAN plus piperacillin-tazobactam (TZP) or cefepime (FEP). This was a retrospective, matched cohort study that was conducted at an academic medical center between September 2010 and September 2014 and that included adult patients without severe chronic or structural kidney disease, dialysis, pregnancy, cystic fibrosis, or a hospital transfer receiving TZP-VAN or FEP-VAN for at least 48 h. The primary outcome was the difference in …

A Comparison Of Sex Differences In Psychotropic Medication Use In Older People With Alzheimer's Disease In The Us And Finland, Daniela C. Moga, Heidi Taipale, Anna-Maija Tolppanen, Antti Tanskanen, Jari Tiihonen, Sirpa Hartikainen, Qishan Wu, Gregory A. Jicha, Danijela Gnjidic

Pharmacy Practice and Science Faculty Publications

Aims—Given the high prevalence of psychotropic medication use in people with dementia and the potential for different prescribing practices in men and women, our study aimed to investigate sex differences in psychotropic medication use in older adults with Alzheimer’s disease (AD) living in the US and Finland.

Methods—We used data collected between 2005 and 2011 as part of the National Alzheimer’s Coordinating Center (NACC) in the US, and Medication use and Alzheimer’s disease (MEDALZ) cohorts in Finland. We evaluated psychotropic medication use (antidepressant, antipsychotic, anxiolytic, sedative, or hypnotic) in participants aged 65 years or older. We employed multivariable …

Bladder Antimuscarinics And Cognitive Decline In Elderly Patients, Daniela Claudia Moga, Erin L. Abner, Qishan Wu, Gregory A. Jicha

Pharmacy Practice and Science Faculty Publications

Introduction: The evidence on the impact of bladder antimuscarinics initiation on cognitive function in older adults is inconsistent.

Methods: A retrospective analysis of data from the National Alzheimer's Coordinating Center (NACC) on enrollees 65 years and older evaluated the association between antimuscarinic initiation and cognitive decline. We defined decline from baseline (yes/no) for cognitive assessments included in the NACC Uniform Data Set 2.0 battery. New users were matched on year of enrollment and time in the cohort to randomly selected nonusers. Analyses were conducted using inverse probability of treatment weights based on baseline propensity scores.

Results: Our analyses included 698 …

Impact Of Time-Varying Treatment Exposures On The Risk Of Venous Thromboembolism In Multiple Myeloma, Joshua D. Brown, Val R. Adams, Daniela C. Moga

Pharmacy Practice and Science Faculty Publications

Multiple myeloma (MM) has one of the highest risks of venous thromboembolism (VTE) of all cancers due to pathologic changes and treatment-related exposures. This study assessed the one-year incidence of VTE in newly diagnosed MM and to determine the baseline and time-varying treatment-related factors associated with VTE risk in a U.S.-based cohort. MM patients were identified and age, gender, and baseline comorbidities were determined. Treatment-related exposures included thalidomide derivatives (IMIDs), proteasome inhibitors, cytotoxic chemotherapy, steroids, erythropoietin-stimulating agents (ESAs), stem cell transplants (SCT), hospitalizations, infection, and central venous catheters (CVC). Multiple statistical models were used including a baseline competing risks model, …

National Trends In Off-Label Use Of Atypical Antipsychotics In Children And Adolescents In The United States, Minji Sohn, Daniela C. Moga, Karen Blumenschein, Jeffery C. Talbert

Pharmacy Practice and Science Faculty Publications

The objectives of the study were as follows: to examine the national trend of pediatric atypical antipsychotic (AAP) use in the United States; to identify primary mental disorders associated with AAPs; to estimate the strength of independent associations between patient/provider characteristics and AAP use. Data are from the National Ambulatory Medical Care Survey and the National Hospital Ambulatory Medical Care Survey. First, average AAP prescription rates among 4 and 18-year-old patients between 1993 and 2010 were estimated. Second, data from 2007 to 2010 were combined and analyzed to identify primary mental disorders related to AAP prescription. Third, a multivariate logistic …

Inadequate Sedation During Therapeutic Paralysis: Use Of Bispectral Index In Critically Ill Patients, Chelsea L. Tasaka, Jeremiah J. Duby, Komal Pandya, Machelle D. Wilson, Kimberly A. Hardin

Pharmacy Practice and Science Faculty Publications

Background Patients receiving therapeutic paralysis may experience inadequate sedation due to intrinsic limitations of behavioral sedation assessment. Bispectral index (BIS™) provides an objective measure of sedation; however, the role of BIS™ is not well defined in intensive care unit (ICU) patients on neuromuscular blocking agents (NMBA).

Objective The aim of this study was to delineate the relationship between BIS™ and level of sedation for critically ill patients during therapeutic paralysis.

Methods This was a retrospective observational study conducted in ICU patients receiving continuous infusion NMBA and BIS™ monitoring. The primary endpoint was the correlation of BIS™ < 60 during therapeutic paralysis with a Richmond Agitation Sedation Score (RASS) of −4 to −5 (i.e., deep or unarousable sedation) at the time of emergence from therapeutic paralysis.

Results Thirty-one patients were …

The Prevalence And Predictors Of Low-Cost Generic Program Use In A Nationally Representative Uninsured Population, Joshua D. Brown, Nathan J. Pauly, Jeffery C. Talbert

Pharmacy Practice and Science Faculty Publications

The uninsured population has much to gain from affordable sources of prescription medications. No prior studies have assessed the prevalence and predictors of low-cost generic drug programs (LCGP) use in the uninsured population in the United States. A cross-sectional study was conducted using data from the Medical Expenditure Panel Survey (MEPS) during 2007–2012 including individuals aged 18 and older who were uninsured for the entire 2-year period they were in MEPS. The proportions of LCGP fills and users was tracked each year and logistic regression was used to assess significant factors associated with LCGP use. A total of 8.3 million …

Incidence And Risk Factors Of Thromboembolism With Multiple Myeloma In The Presence Of Death As A Competing Risk: An Empirical Comparison Of Statistical Methodologies, Joshua D. Brown, Val R. Adams

Pharmacy Practice and Science Faculty Publications

Multiple myeloma (MM) has an inherent high risk of thromboembolic events associated with patient as well as disease- and treatment-related factors. Previous studies have assessed the association of MM-related thromboembolism using “traditional” Kaplan–Meier (KM) and/or Cox proportional hazard (PH) regression. In the presence of high incidence of death, as would be the case in cancer patients with advanced age, these statistical models will produce bias estimates. Instead, a competing risk framework should be used. This study assessed the baseline patient demographic and clinical characteristics associated with MM-related thromboembolism and compared the cumulative incidence and the measures of association obtained using …

Use Of Continuous Renal Replacement Therapy For Removal Of Dabigatran In A Patient In Need Of Emergent Surgery, Sara E. Parli, Melissa L. Thompson Bastin, Daniel A. Lewis

Pharmacy Practice and Science Faculty Publications

Purpose. To report the ability to remove serum dabigatran using continuous renal replacement therapy (CRRT) in a patient with life-threatening bleeding. Summary. A 77-year-old female with history of atrial fibrillation who takes dabigatran for stroke prevention presented with abdominal pain. Patient was found to have bleeding and possible mesenteric ischemia and was taken to the operating room and had continued bleeding postoperatively. CRRT was initiated for the removal of any remaining dabigatran, with serum dabigatran levels collected to evaluate removal of dabigatran with CRRT. This patient had an increased dabigatran level prior to intervention, which decreased to an …

Utilizing Monte Carlo Simulations To Optimize Institutional Empiric Antipseudomonal Therapy, Sarah J. Tennant, Donna R. Burgess, Jeffrey M. Rybak, Craig A. Martin, David S. Burgess

Pharmacy Practice and Science Faculty Publications

Pseudomonas aeruginosa is a common pathogen implicated in nosocomial infections with increasing resistance to a limited arsenal of antibiotics. Monte Carlo simulation provides antimicrobial stewardship teams with an additional tool to guide empiric therapy. We modeled empiric therapies with antipseudomonal β-lactam antibiotic regimens to determine which were most likely to achieve probability of target attainment (PTA) of ≥90%. Microbiological data for P. aeruginosa was reviewed for 2012. Antibiotics modeled for intermittent and prolonged infusion were aztreonam, cefepime, meropenem, and piperacillin/tazobactam. Using minimum inhibitory concentrations (MICs) from institution-specific isolates, and pharmacokinetic and pharmacodynamic parameters from previously published studies, a 10,000-subject Monte …

Flucytosine Pharmacokinetics In A Critically Ill Patient Receiving Continuous Renal Replacement Therapy, Megan E. Kunka, Elizabeth A. Cady, Heejung C. Woo, Melissa L. Thompson Bastin

Pharmacy Practice and Science Faculty Publications

Purpose. A case report evaluating flucytosine dosing in a critically ill patient receiving continuous renal replacement therapy. Summary. This case report outlines an 81-year-old male who was receiving continuous venovenous hemofiltration (CVVH) for acute renal failure and was being treated with flucytosine for the treatment of disseminated Cryptococcus neoformans infection. Due to patient specific factors, flucytosine was empirically dose adjusted approximately 50% lower than intermittent hemodialysis (iHD) recommendations and approximately 33% lower than CRRT recommendations. Peak and trough levels were obtained, which were supratherapeutic, and pharmacokinetic parameters were calculated. The patient experienced thrombocytopenia, likely due to elevated flucytosine …

Prescription Drug Monitoring Program Utilization In Kentucky Community Pharmacies, Sarah E. Wixson, Karen Blumenschein, Amie J. Goodin, Jeffery Talbert, Patricia R. Freeman

Pharmacy Practice and Science Faculty Publications

OBJECTIVE: Identify characteristics of Kentucky community pharmacists and community pharmacists' practice environment associated with utilization of the Kentucky All Schedule Prescription Electronic Reporting Program (KASPER).

METHODS: Surveys were mailed to all 1,018 Kentucky pharmacists with a KASPER account and an additional 1,000 licensed pharmacists without an account. Bivariate analyses examined the association between KASPER utilization and practice type (independent or chain) and practice location (rural or urban). A multivariate Poisson regression model with robust error variance estimated risk ratios (RR) of KASPER utilization by characteristics of pharmacists' practice environment.

RESULTS: Responses were received from 563 pharmacists (response …

A Coming Disruption In Pharmacy?, Frank Romanelli, Timothy S. Tracy

Pharmacy Practice and Science Faculty Publications

No abstract provided.

Pharmacy Law Brief: Alternative Dispute Resolution, Joseph L. Fink Iii

Pharmacy Practice and Science Faculty Publications

No abstract provided.