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Nevin Manimala Statistics

Genetic proxies for therapy of insulin drug targets and risk of osteoarthritis: a drug-target Mendelian randomization analysis

Inflammopharmacology. 2024 Aug 11. doi: 10.1007/s10787-024-01542-8. Online ahead of print.

ABSTRACT

BACKGROUND: The potential effects of insulin therapy on osteoarthritis (OA) risk are poorly understood. This study aimed to explore the causal relationship between insulin therapy and OA.

METHODS: Mendelian randomization (MR) analysis was performed to examine the association between genetically proxied inhibition of insulin targets and the risk of overall, hip (HOA) and knee OA (KOA). We then performed univariable MR using summary statistics regarding insulin target genes derived from the DrugBank database. Data related to blood glucose reduction levels were used as a proxy for insulin levels. Two phenotypes, type 2 diabetes, and glycosylated hemoglobin levels, were selected as positive controls to confirm the direction and validity of the proxies. The OA datasets were derived from the UK Biobank cohort. Multivariable MR was adjusted for body mass index, sedentary behavior, cigarette smoking, frequency of alcohol intake, age, and genetic sex.

RESULTS: Genetically proxied insulin therapy was associated with an increased risk of overall OA [odds ratio (OR):1.2595; 95% confidence interval (CI):1.0810-1.4675] and HOA (OR:1.4218; 95%CI:1.1240-1.7985), which remained consistent across multiple MR methods. After adjusting for confounders, we found evidence supporting a significant causal link with a higher risk of overall OA and HOA. A further two-step MR analysis revealed no significant mediation effects from the six mediators in the associations.

CONCLUSION: There was a causal association between genetically proxied insulin therapy and a higher risk of OA, especially HOA.

PMID:39127978 | DOI:10.1007/s10787-024-01542-8

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Reprint of: Determining the association between grocery nutrition scores and number of medications taken for metabolic syndrome: A pilot study

J Am Pharm Assoc (2003). 2024 Aug 9:102175. doi: 10.1016/j.japh.2024.102175. Online ahead of print.

ABSTRACT

BACKGROUND: Metabolic syndrome is a cluster of disease states that increases an individual’s risk of developing diabetes or cardiovascular disease. When treating metabolic syndrome, lifestyle and diet are primary areas for interventions. A dietician-led grocery nutrition system scoring patients’ purchases may correlate to better control of metabolic health.

OBJECTIVE: To compare the number of medications taken for metabolic syndrome for patients with grocery nutrition scores at goal versus those below goal as pre-defined by the dietician team.

PRACTICE DESCRIPTION: This exploratory, retrospective cohort pilot study took place in a single pharmacy within a large community pharmacy chain in Northwest Ohio.

PRACTICE INNOVATION: This retrospective cohort study compared the number of medications taken for metabolic syndrome between two groups: patients with a grocery nutrition score at a dietician-set goal and patients not at goal.

EVALUATION METHODS: Data were collected from May 2022 to March 2023, with patients completing a questionnaire collecting information on demographics. In addition, the questionnaire, grocery nutrition scores, and patient medication records were collected. Descriptive statistics were calculated for demographic items. A number of medications taken for metabolic syndrome by patients at dietician-set grocery nutrition score goal and not at goal were compared using a Mann-Whitney U test.

RESULTS: A total of 40 patients were enrolled in this study. There was not a significant difference in a number of medications taken for metabolic syndrome between groups, with patients who had a grocery nutrition score at goal taking an average of 1.20 medications compared to 1.96 for those with grocery nutrition scores below goal.

CONCLUSIONS: While no statistical difference in mean medication use was identified, grocery nutrition scores may help understand patients’ dietary habits. Larger studies are required to test the relationship between grocery nutrition scores, patient-specific factors, and medications taken for metabolic syndrome.

PMID:39127949 | DOI:10.1016/j.japh.2024.102175

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Nevin Manimala Statistics

Reprint of: Impact of an HIV pre-exposure prophylaxis dashboard on veteran PrEP enrollment

J Am Pharm Assoc (2003). 2024 Aug 10:102174. doi: 10.1016/j.japh.2024.102174. Online ahead of print.

ABSTRACT

BACKGROUND: Pre-exposure prophylaxis (PrEP) is highly effective at reducing the risk of human immunodeficiency virus (HIV) acquisition in at-risk individuals; however, it is largely underutilized. The Veterans Health Administration has created an HIV PrEP dashboard to identify at-risk veterans in attempt to increase PrEP enrollment.

OBJECTIVE: This study aimed to determine whether the use of an HIV PrEP dashboard would prove effective at increasing PrEP enrollment at a single facility.

METHODS: This was a single-center quality improvement project. Three pharmacists used the HIV PrEP dashboard and retrospective chart review to identify eligible patients for PrEP. A multimodal process of contacting patients was conducted. The primary objective was to evaluate the number of patients who enrolled in PrEP during the study period. Secondary objectives included evaluating the ability of the HIV PrEP dashboard to identify eligible patients, identify effective strategies to target PrEP enrollment, and compare those patients who accepted with those who declined PrEP to evaluate barriers to enrollment.

RESULTS: Of the 94 patients reviewed, 26 patients (27.7%) were found eligible for PrEP. Of the eligible patients, 3 patients (11.5%) were enrolled, and 7 patients (26.9%) declined PrEP. The others were lost to follow-up (9 of 26, 34.6%), had no action taken on a chart note to provider (6 of 26, 23.1%), or did not have a primary care provider assigned at the local facility (1 of 26, 3.9%). The 3 patients who were successfully enrolled in PrEP were all contacted and prescribed PrEP through the infectious diseases (ID) clinic. There were no statistically significant differences between the cohorts of patients who accepted and declined PrEP.

CONCLUSIONS: The use of an HIV PrEP dashboard aided in identifying eligible patients for PrEP. Enrollment through the ID clinic was the most successful modality. Further research is needed to characterize barriers to PrEP uptake and to develop strategies to increase prescribing from non-ID providers.

PMID:39127948 | DOI:10.1016/j.japh.2024.102174

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Nevin Manimala Statistics

Reprint of: A retrospective review of the impact of immunization eCare plans in community-based pharmacy setting

J Am Pharm Assoc (2003). 2024 Aug 10:102178. doi: 10.1016/j.japh.2024.102178. Online ahead of print.

ABSTRACT

BACKGROUND: The Pharmacist Electronic Care (eCare) plan is an electronic documentation and billing platform that allows for exchanging and integrating pharmacy patient care information. eCare plans make it easier for pharmacists to track recommendations and referrals to both patients and providers and to bill for services.

OBJECTIVES: To determine the impact on the type and number of vaccines administered after the completion of immunization eCare plans and to examine sociodemographic differences in patients who received immunizations were documented in an eCare plan in a community-based pharmacy setting.

PRACTICE DESCRIPTION: Bremo Pharmacy is an independently owned pharmacy located in Richmond, Virginia. Bremo Pharmacy offers a medication synchronization program targeting patients for enrollment in compliance packaging and clinical services.

PRACTICE INNOVATION: Bremo Pharmacists use eCare plans to track patient and provider interactions, goals, and medication-related information. Pharmacists used eCare plans to document vaccine recommendations and interactions with patients as a tool to increase vaccinations.

EVALUATION METHODS: Reports were generated to extract data containing information from each eCare plan during the intervention period and the number and type of vaccines administered 1 and 2 years before the intervention. Percent change was used to calculate the change in vaccines administered between years. The sociodemographic data was analyzed using descriptive statistics and bivariate statistical analysis using SAS 9.0 (Cary, NC).

RESULTS: There were a total of 1105 immunization eCare plans completed. An increase of 136.6% in vaccines administered occurred after the implementation of the eCare plans. While the number of vaccines administered increased, no significant differences were found in vaccine uptake by gender or age.

CONCLUSION: Immunization eCare plans are a useful tool to help pharmacists increase the number of vaccines administered in an independent pharmacy.

PMID:39127945 | DOI:10.1016/j.japh.2024.102178

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Nevin Manimala Statistics

Evaluation of an enhanced depression and anxiety screening with targeted pharmacist intervention

J Am Pharm Assoc (2003). 2024 Aug 10:102180. doi: 10.1016/j.japh.2024.102180. Online ahead of print.

ABSTRACT

BACKGROUND: Depression is a major source of morbidity but often goes undiagnosed. Broader screening is recommended, and pharmacists could contribute.

OBJECTIVES: This study aimed to assess the feasibility of community pharmacy depression and anxiety screening and describe the medication-related problems (MRPs) identified, pharmacist interventions, and provider responses for high-risk patients.

METHODS: This pilot was conducted between October 2022 and January 2023 at an independently owned community pharmacy in the Midwest United States. Patients aged 18-45 years with ready prescriptions were identified through weekly reports, and tags were placed on prescription bags. A convenience sample of patients fluent in English were offered the Patient Health Questionnaire (PHQ2) and Generalized Anxiety Disorder (GAD2), with follow-up PHQ9 and GAD7 for at-risk individuals. High-risk individuals met with the pharmacist for consultation and recommendations were discussed. Descriptive statistics were calculated for participant demographics, questionnaire responses, MRPs, and provider responses. Patient profiles were examined 2 months after the workup to identify medication changes.

RESULTS: A total of 29 patients volunteered to be screened for anxiety and depression; of these, 41% scored in the high-risk category for depression or anxiety and met with the pharmacist for the consultation. The pharmacist identified multiple MRPs. The most common was the need for additional therapy and inadequate dosages. Patients were reluctant for the pharmacist to follow up with their prescriber and were unreachable for telephone follow-up. Profiles reviewed 2 months after assessment showed half of the at-risk patients had one or more mental health medication changes.

CONCLUSION: Community pharmacists may have a role in the screening and management of patient mental health, although there were challenges with screening uptake and follow-up. The pharmacist identified multiple MRPs for this high-risk group for which greater routine monitoring and follow-up may be beneficial. More work seems needed to engage both patients and prescribers.

PMID:39127944 | DOI:10.1016/j.japh.2024.102180

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Reprint of: Self-identified prescriber tendencies in sodium-glucose cotransporter-2 inhibitor outpatient prescribing

J Am Pharm Assoc (2003). 2024 Aug 10:102177. doi: 10.1016/j.japh.2024.102177. Online ahead of print.

ABSTRACT

BACKGROUND: Despite expanded indications and demonstrated cardiovascular and renal benefits, prescribing rates of sodium-glucose cotransporter-2 (SGLT-2) inhibitors are low.

OBJECTIVES: The study aimed to identify factors impacting prescriber decision-making when prescribing SGLT-2 inhibitors in the outpatient setting and identify differences across specialties in self-identified prescribing patterns.

METHODS: An anonymous survey was administered electronically to prescribers in relevant specialties at a large community health system. Descriptive statistics were used to compile results, and subgroup comparisons were conducted utilizing Fisher’s exact test.

RESULTS: Fifty-one prescribers completed the survey, representing a 25.2% response rate. The highest reported prescribing rates were for type 2 diabetes (92%), and the lowest for HFpEF (20%) and ASCVD risk reduction (16%). Prescribers without clinic-embedded pharmacist were more likely to report cost and insurance had at least a moderate effect on prescribing compared to prescribers with clinic-embedded pharmacists (95.3% vs. 62.5%, P = 0.0228) and less likely to report hemoglobin A1c less than 6.5% to have at least a moderate effect on prescribing (20.9% vs. 62.5%, P = 0.0317). Compared to specialty providers, primary care prescribers were more likely to report hemoglobin A1c over 9% had at least a moderate effect on prescribing (92.0% vs. 42.9%, P = 0.0082) and less likely to note history of urinary tract infection (22.2% vs. 85.7%, P = 0.0028), history of mycotic infection (38.9% vs. 100%, P = 0.0036), and sex (male: 5.6% vs. 42.9%, P = 0.0242; female: 8.0% vs. 42.9%, P = 0.0447) had at least a moderate effect on prescribing.

CONCLUSION: Prescribing hesitancies vary across specialty and when clinic-embedded pharmacists are present. Pharmacists may help improve SGLT-2 inhibitor prescribing rates and use of guideline-directed therapies. Pharmacists can target identified hesitancies through medication-access consultations, education regarding adverse effects, and expanded benefits of the class. Future studies should examine the impact of pharmacist intervention on SGLT-2 inhibitor prescribing rates.

PMID:39127942 | DOI:10.1016/j.japh.2024.102177

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Nevin Manimala Statistics

Reprint of: Effect of pregabalin initiation on diuretic requirements in patients with chronic heart failure

J Am Pharm Assoc (2003). 2024 Aug 10:102159. doi: 10.1016/j.japh.2024.102159. Online ahead of print.

ABSTRACT

BACKGROUND: Literature on pregabalin use in patients with heart failure is largely limited to patient case reports and cohort studies.

OBJECTIVE: This study aimed to evaluate the effect of pregabalin initiation on diuretic requirements in patients with heart failure.

METHODS: A retrospective analysis of patients with heart failure who were started on pregabalin between January 1, 2014, and September 1, 2021, at the Veterans Affairs North Texas Health Care System was used. The primary objective was to determine the median change in loop diuretic dose, in furosemide dose equivalents, 6 months after pregabalin initiation.

RESULTS: Of 58 patients analyzed, there was no statistically significant difference in the primary outcome (P = 0.162). The secondary outcomes were found to be nonstatistically significant, and there was no correlation between pregabalin dose and outcomes.

CONCLUSION: This represents the largest analysis of diuretic dose requirements in patients with heart failure after initiation of pregabalin. Although there was no difference in the median change of diuretic dose prescribed, pregabalin should still be used with caution.

PMID:39127940 | DOI:10.1016/j.japh.2024.102159

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Reprint of: Evaluation of a community-based pharmacy resident-led continuous glucose monitoring program within a family medicine clinic

J Am Pharm Assoc (2003). 2024 Aug 10:102179. doi: 10.1016/j.japh.2024.102179. Online ahead of print.

ABSTRACT

BACKGROUND: Pharmacist-driven continuous glucose monitoring (CGM) is associated with reduced hemoglobin A1c (HbA1c) and achievement of daily glycemic goals. Community-based pharmacists are well-positioned to improve CGM uptake among patients with diabetes due to their accessibility and expertise. However, little data exists evaluating the outcomes of CGM services led by a community-based pharmacist.

OBJECTIVE: To evaluate the impact of a community-based pharmacy resident-driven CGM service on HbA1c, revenue, and patient satisfaction.

PRACTICE DESCRIPTION: Independent community pharmacy sharing a clinical services agreement with a primary care clinic for Postgraduate Year One (PGY1) Community-based Pharmacy Residents to provide patient care under general supervision of the physician.

PRACTICE INNOVATION: Patients were offered CGM services if they were 18+ years with an HbA1c > 7.0% and had insurance coverage for CGM. Enrolled patients engaged in three months of pharmacist-led appointments for CGM application, data interpretation, diabetes education, and lifestyle management. Current Procedural Terminology (CPT) codes 99211, 95250, or 95251 were billed based on each encounter. HbA1c values were collected at program enrollment and conclusion. Patients completed a satisfaction survey at program conclusion.

EVALUATION METHODS: Demographics and billed CPT codes were collected from the electronic health record. Descriptive statistics were used to analyze data.

RESULTS: Eighteen patients were included. A mean reduction of 1.2% occurred in HbA1c (n = 12; 9.7%-8.5%). Forty CPT codes were billed, generating $3671.40 of revenue. Satisfaction surveys were collected for 50% of participants (n = 9). Most were satisfied with the CGM service and its individual components (n = 8, 89%). Most were willing to continue using CGM devices and receive diabetes education from a pharmacist (n = 8, 89%).

CONCLUSION: A community-based pharmacist-led CGM service demonstrated a reduction in HbA1c and generated revenue for the clinic. Patients reported satisfaction and willingness to continue the service.

PMID:39127939 | DOI:10.1016/j.japh.2024.102179

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Reprint of: Evaluation of physicians prescribing of COVID-19 guideline-directed outpatient treatments in a primary care walk-in clinic

J Am Pharm Assoc (2003). 2024 Aug 10:102158. doi: 10.1016/j.japh.2024.102158. Online ahead of print.

ABSTRACT

BACKGROUND: Coronavirus disease 2019 (COVID-19) is a respiratory virus that has afflicted millions of individuals in the United States. A few medications have been determined to be beneficial for outpatient treatment. The medications in use against mild-to-moderate COVID-19 in the outpatient setting during the study period are nirmatrelvir-ritonavir, remdesivir, molnupiravir, and bebtelovimab. Proper assessment and treatment of patients with mild-to-moderate COVID-19 in the outpatient setting is critical to reducing rates of disease progression and hospitalization.

OBJECTIVE: This study aimed to evaluate the appropriateness of the prescribing by internal medicine physicians for mild-to-moderate Coronavirus disease 2019 (COVID-19) infections based on the National Institutes of Health (NIH) guideline-directed COVID-19 outpatient treatment options.

METHODS: This is a retrospective chart review examining the outpatient treatment of mild-to-moderate COVID-19 by internal medicine physicians between February 2022 and August 2022. Patients were eligible if they were 18 years or older, had a positive home or polymerase chain reaction (PCR) test, completed a telehealth visit within 7 days of the positive test, and were prescribed either nirmatrelvir-ritonavir, remdesivir, molnupiravir, or bebtelovimab for COVID-19 treatment. The primary end point was the appropriateness of COVID-19 treatment in the outpatient setting based on NIH guidelines, patient characteristics, and prescribing information for the medications. The secondary end point was hospitalization within 30 days of initiation of outpatient COVID-19 treatment. The presence or absence of a clinical pharmacist consultation at the time of prescribing was recorded as a process measure.

RESULTS: A total of 376 encounters were assessed, of which 226 were included and analyzed. A total of 210 participants (93%) received nirmatrelvir-ritonavir. The remaining participants received molnupiravir or bebtelovimab. Overall, guideline-concordant treatment for mild-to-moderate COVID-19 was prescribed for 200 participants (88%). Among patient characteristics, only glomerular filtration rate (GFR) had a statistically significant difference between groups prescribed medication for the treatment of mild-to-moderate COVID-19. Fifty-six participants (25%) received clinical pharmacist consultation. Three participants were hospitalized for COVID-19 within 30 days of receiving an appropriately prescribed medication for treatment. Nirmatrelvir-ritonavir was the only medication potentially prescribed inappropriately due to lack of being renally dose adjusted and the extensive drug-drug interactions.

CONCLUSION: Nirmatrelvir-ritonavir was the most prescribed medication for the treatment of mild-to-moderate COVID-19, consistent with its position as first-line therapy and widespread accessibility. The study results will inform future educational opportunities, such as in-service presentations and handouts, that may improve the prescribing of outpatient treatment for mild-to-moderate COVID-19 moving forward.

PMID:39127938 | DOI:10.1016/j.japh.2024.102158

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Reprint of: Impact of a pharmacist-led weight management service in a cardiology clinic

J Am Pharm Assoc (2003). 2024 Aug 10:102157. doi: 10.1016/j.japh.2024.102157. Online ahead of print.

ABSTRACT

BACKGROUND: Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) for weight management require frequent dose titration, patient education, and insurance coverage navigation, which pharmacists are well equipped to manage. Data are lacking regarding the benefit of a pharmacist-managed service using GLP-1 RAs for weight loss in a high-risk cardiac population.

OBJECTIVE: This study aimed to evaluate the impact of a pharmacist-led weight loss service within a cardiology clinic using GLP-1 RAs and lifestyle counseling in patients with overweight and obesity.

PRACTICE DESCRIPTION: An outpatient cardiology clinic employs clinical pharmacists who use collaborative practice agreements to provide cardiovascular risk reduction services that did not include weight management at baseline.

PRACTICE INNOVATION: This is the first description of a pharmacist-led weight management clinic using solely GLP-1 RAs in a cardiology practice. Patients were referred to the clinical pharmacist, who initiated and titrated GLP-1 RA and provided lifestyle counseling.

EVALUATION METHODS: This was a single-center, prospective, pre-post analysis of adults with a body mass index of at least 30 kg/m2 or 27 kg/m2 with a weight-related comorbidity, with a preceding failed dietary effort and insurance coverage for semaglutide (Wegovy, Novo Nordisk) or liraglutide (Saxenda, Novo Nordisk) and managed by a pharmacist. The primary outcome was patients achieving ≥ 5% weight loss at 6 months, assessed via descriptive statistics.

RESULTS: Between March 2022 and March 2023, 204 patients were referred by their cardiologist, and 59 patients started treatment with semaglutide (Wegovy, Novo Nordisk) or liraglutide (Saxenda, Novo Nordisk). A total of 31 patients completed 6 months of treatment at time of study completion, and all achieved ≥ 5% weight loss at 6 months, with a mean weight loss of 12.6%. Glycated hemoglobin improved by 0.6%, low-density lipoprotein by 18 mg/dL, triglycerides by 29 mg/dL, systolic blood pressure by 9 mm Hg, and diastolic blood pressure by 2 mm Hg.

CONCLUSION: Pharmacist-led management of GLP-1 RA in patients with obesity or overweight led to clinically meaningful weight loss and improvements in weight-related comorbidities.

PMID:39127937 | DOI:10.1016/j.japh.2024.102157