Pharmacist interventions in Asian healthcare environments for older people: a systematic review and meta-analysis on hospitalization, mortality, and quality of life.

BACKGROUND: Pharmaceutical interventions play a key role in the care of older people experiencing polypharmacy. Despite the rapid increase in the aging population in Asia, there is a lack of evidence regarding the effectiveness of pharmacist interventions on older adult's healthcare. This systematic review and meta-analysis assessed the effects of pharmacist interventions in Asian health care environments on hospitalization, mortality, and quality of life (QoL) among older people in Asia. METHODS: A comprehensive search was conducted across 5 databases, encompassing studies published from inception through June 2023. Only studies involving pharmacist interventions for people aged 65 years or older, residing in Asian countries, were considered. Studies without evidence of pharmacist involvement or conducted outside of Asia were excluded. Data extraction was performed by two reviewers, one reviewer (I.K.) performed the initial extraction, and another reviewer (G.R.) verified the extracted data. Forest plots were generated using a random effects model to obtain risk ratios or pooled standardized mean differences (SMDs). RESULTS: A total of 170 articles underwent thorough review, and ultimately, ten studies meeting the inclusion criteria were included in the meta-analyses. These studies encompassed diverse healthcare settings such as outpatient, inpatient, and nursing homes, with sample sizes ranging from 32 to 306 older people. Pharmacist interventions were found to significantly reduce hospitalization rates (n = 5, risk ratio = 0.57, 95% CI = 0.41-0.81) and mortality rates (n = 4, risk ratio = 0.57, 95% CI = 0.37-0.88) among older people. The analysis revealed less significant improvement in QoL in these patients than in those receiving usual care (n = 6, SMD = 0.36, P = 0.057). CONCLUSIONS: These findings highlight the crucial role of pharmacists within healthcare teams in Asian countries. Pharmacist interventions have an impact on reducing hospitalization and mortality rates among the elderly people, underscoring the importance of optimizing patient outcomes in Asia.

Pharmacy services at the Tokyo 2020 Olympic and Paralympic Games: perspectives of the pharmacy workforce.

OBJECTIVES: To evaluate the awareness of the volunteer pharmacy workforce of medication use and their satisfaction with the pharmacy services of the Tokyo 2020 Olympic and Paralympic Games from a pharmacist's perspective. METHODS: A questionnaire was developed from related articles in published peer-reviewed journals and modified prior to distribution to the whole population of pharmacists serving at the Tokyo 2020 Olympic and Paralympic Games. Validity tests were conducted based on expert opinions and Cronbach's alpha (0.79). The questionnaire consisted of demographics (11 questions), knowledge of medication use in sports (8 questions) and satisfaction on the provision of the service (5 questions). Responses using a 5-point-Likert scale, from strongly agree (5) to strongly disagree (1), and two free text questions were analysed with descriptive statistics. RESULTS: The response rate was 86% (n=32/37). Overall, the pharmacists reported a high awareness of medication use. Specifically, questions on the prohibited list of medications (mean 4.0±SD 0.7), COVID-19 policy (3.8±0.9), use of alternative non-prohibited medications (3.6±1.0) and therapeutic use exemptions (3.5±0.9). Moreover, they rated high satisfaction with the pharmacy service they provided. However, rates were ≤3 for knowledge of the International Olympic Committee Needle Policy (2.6±1.0), Medication Importation Declaration (2.9±1.0) and communication skills (3.0±1.0). CONCLUSION: Pharmacists were confident and satisfied with the pharmacy service at the games. The study confirms the importance of prior training and education. Game-specific policies and strategies to improve communication skills should be included in the pharmacy education for future Games.

Novel innovative computer-based test (Inno-CBT) item types for national licensing examinations for health care professionals.

BACKGROUND: An effective test mechanism to evaluate clinical knowledge and skills of the entry-level healthcare professionals is important for providing clinical competency and improving patient care. This study aimed to develop novel, innovative computer-based test (Inno-CBT) item types for application in the national examination of Korean healthcare professionals. METHODS: This exploratory study was conducted from May 2021 to March 2022 by a team of faculty members from pharmacy schools in South Korea. A literature search using PubMed, Google Scholar, RISS, Web of Science, and KoreaMed was performed. Forum presentations, media articles, and previous reports by the Korea Health Personnel Licensing Examination Institute (KHPLEI) were included. Workshops were held, information and ideas were collected and conceptualized, and item types were designed, drafted, and refined. By repeating this process, the Inno-CBT item types were finalized. RESULTS: Forty-one Inno-CBT item types with 28 subtypes were developed. New digital technologies, such as a reactive responsive media interface, an animation insertion, multimedia embedding, and network surfing, were utilized in these novel types. It was anticipated that these Inno-CBT item types would effectively measure abilities in healthcare knowledge, problem-solving skills, and professional behaviors. Some potential barriers to implementing the Inno-CBT item types include item difficulty, operational unfamiliarity, complexity in scoring protocols, and network security. CONCLUSIONS: A variety of styles of novel Inno-CBT item types were developed to evaluate the multifaceted and in-depth professional abilities required for healthcare professionals. Prior to implementing these item types in the national examination, item validation and technical support should be conducted.

Institutional-specific smartphone application as a supplemental tool for an antimicrobial stewardship program in 2 large community-based hospitals: Acceptance of physicians and pharmacists.

PURPOSE: Antimicrobial stewardship programs (ASPs) have been a challenge in less resourceful health care settings. Medical smartphone applications (apps) can be accessible tools to support ASPs under such circumstances. A hospital-specific ASP app was prepared and the acceptance and usability of the study ASP app were evaluated by physicians and pharmacists in 2 community-based academic hospitals. METHODS: The exploratory survey was conducted 5 months following the implementation of the study ASP app. A questionnaire was developed, and the validity and reliability were analyzed using S-CVI/Ave (scale content validity index/Average) and Cronbach's alpha, respectively. The questionnaire consisted of demographics (3 items), acceptance (9 items), usability (10 items), and barriers (2 items). Descriptive analysis was conducted using a 5-point Likert scale, multiple selections, and free-text responses. RESULTS: Approximately 38.7% of 75 respondents (response rate, 23.5%) used the app. Most scored 4 or higher, indicating that the study ASP app was easy to install (89.7%), use (79.3%), and apply to clinical settings (69.0%). Frequently used contents were dosing (39.6%), the spectrum of activity (7.1%), and intravenous-to-oral conversion (7.1%). Barriers included limited time (38.2%) and insufficient content (20.6%). Users indicated that the study ASP app helped improve their knowledge on treatment guidelines (72.4%), antibiotic use (62.1%), and adverse reactions (69.0%). CONCLUSION: The study ASP app was well accepted by physicians and pharmacists and it can be useful to supplement ASPs activities in less resourceful hospitals with a large burden of patient care.

Practice considerations on the use of investigational anti-COVID-19 medications: Dosage, administration and monitoring.

WHAT IS KNOWN AND OBJECTIVE: Understanding investigational medications is important. Many older drugs are being investigated for repurposing against COVID-19. We comment on various drugs currently undergoing such trials to optimize their safe use. COMMENT: We describe medications used during early COVID-19 outbreaks in South Korea, focusing on practice aspects including the method of drug administration, drug formulation, patient-monitoring for adverse reactions and drug interactions informed by our experience during the 2015 outbreak of Middle East respiratory syndrome (MERS). We comment on hydroxychloroquine, chloroquine, lopinavir/ritonavir with zinc supplement, remdesivir, tocilizumab, ciclesonide, niclosamide and high-dose intravenous immunoglobulin (IVIG). WHAT IS NEW AND CONCLUSION: Effective therapies are urgently needed to manage COVID-19, and existing drugs such as antivirals and antimalarials are under investigation for repurposing to meet this need. This process requires up-to-date drug information to ensure optimum use, particularly safety and efficacy profiles of the medications, until convincing evidence is reported.

Effect of post-operative anticoagulation management in patients who have undergone On-X mechanical heart valve replacement surgery on post-discharge warfarin therapy.

WHAT IS KNOWN AND OBJECTIVE: We evaluated the effect of the proportion of time maintained within the target international normalized ratio (INR) postoperatively in hospitalized patients who underwent On-X mechanical heart valve replacement on warfarin therapy after discharge. METHODS: Inclusion was patients who were ≥18 years, received warfarin for a minimum of 10 days without any interruptions during hospitalization and followed by the anticoagulation service (ACS) clinic after discharge between June 2006 and June 2016. Patients were excluded if they had incomplete medical records, INR goal changes, known as warfarin resistance, transferred to another facility or expired during the study. The patients were divided into 3 groups according to the proportion of time maintained within therapeutic INR range (TTR) from day 4 to 10 of warfarin initiation (low: <30%, moderate: ≥30% to <70%, and high: ≥70%). The number of days needed to reach target INR for 2 consecutive measurements after discharge and the number of ACS visits was compared among the groups. RESULTS AND DISCUSSION: Among 539 postoperative patients, 273 were included. The baseline demographics were similar among the 3 groups. The mean time needed to reach target INR for 2 consecutive measurements was 68.6 ± 106.1 days. The low group required time needed to reach target INR for 2 consecutive measurements of 94.0 ± 140.9 days compared with 44.8 ± 57.1 days in the high group (P = .007). Additionally, the low group had more ACS visits than the high group (low, 6.6 ± 5.2 vs high, 4.6 ± 3.9; P = .025). Patient compliance affected the time needed to reach target INR for 2 consecutive measurements (compliant, 42.36 ± 58.5 days vs non-compliant, 132.0 ± 157.1 days, P < .001). WHAT IS NEW AND CONCLUSION: The study implicated that high postoperative TTR would reduce the time to require post-discharge target INR and the number of ACS visits.

Clinical outcomes and risk factors of thromboprophylaxis with rivaroxaban versus aspirin in patients undergoing hip arthroplasty in low-incidence population: A nationwide study in Korea.

PURPOSE: We aimed to evaluate the efficacy and safety of rivaroxaban in thromboprophylaxis compared with those of aspirin in real-world patients who underwent hip arthroplasty using nationwide claims data. METHODS: Patients aged more than or equal to 18 years with at least one hip arthroplasty including total and partial hip replacements and hip replacement revisions during July 2009 to June 2013 were identified from the Health Insurance Review and Assessment (HIRA) database. The study outcome was incidence rate of thromboembolic events and anticoagulation-related major bleeding within 90 days of hip arthroplasty. RESULTS: The incidence of overall venous thromboembolism (VTE) within 90-day postsurgery was significantly higher in the aspirin cohort than it was in the rivaroxaban cohorts. Bleeding events associated with pharmacological thromboprophylaxis in patients who received rivaroxaban were not significantly different from that in aspirin-treated patients. In aspirin cohorts, 65.7% of patients received less than 3-week treatment while about half received a less than 14-day treatment, and 31.7% received more than 3-week treatment in the rivaroxaban cohort. CONCLUSIONS: This study demonstrates that rivaroxaban was more effective in preventing VTE following hip arthroplasty without raising bleeding risks in clinical settings. Age more than or equal to 80 years, women, and a history of thromboembolism were the risk factors of VTE incidence.

Linezolid-induced thrombocytopenia increases mortality risk in intensive care unit patients, a 10 year retrospective study.

WHAT IS KNOWN AND OBJECTIVE: Linezolid-induced thrombocytopenia is one of the many confounding conditions in critically ill patients. It is rare but prognostic importance of linezolid-induced thrombocytopenia in ICU population has not been well investigated. The study is to assess the incidence and risk factors of linezolid-induced thrombocytopenia in ICU patients. METHODS: We conducted a retrospective study with ICU patients treated with linezolid between January 2005 and December 2015 at the adult medical, surgical, emergency, and neurological ICUs at 1500-bed tertiary university medical center. RESULTS AND DISCUSSION: There were 60 patients (mean age: 69.8 ± 11.9), 29 (48.3%) who developed linezolid-induced thrombocytopenia determined by the Naranjo algorithm on a case-by-case basis during the study period. The patients with linezolid-induced thrombocytopenia had a higher rate of any malignancy (41.4% vs 9.7%, P = 0.007), elevated baseline creatinine levels (median [interquartile range; IQR]: 1.7 mg/dL [0.9-2.5] vs 0.9 mg/dL [0.6-1.3]; P = 0.042), and lower baseline platelet counts (median [IQR] 160 × 109 /L [128-230] vs 194 × 109 /L [118-285]; P = 0.296) than patients without linezolid-induced thrombocytopenia. The patients who developed thrombocytopenia received more platelet transfusions (34.5% vs 6.5%, P = 0.009) and had higher ICU mortality rates (62.1% vs 32.3%, P = 0.037). Logistic regression analysis revealed the following significant risk factors for linezolid-induced thrombocytopenia: presence of any malignancy (odds ratio; OR [95% confidence interval; CI]: 8.667 [1.986-37.831]) and an elevated baseline serum creatinine level (OR: 1.673, CI: 1.046-2.675]). WHAT IS NEW AND CONCLUSION: Critically ill patients with any malignancy or an elevated baseline creatinine level who were treated with linezolid in the ICU were more likely to develop thrombocytopenia. More importantly, mortality increased with patients who developed linezolid-induced thrombocytopenia compared to those did not.

Factors related to inappropriate edoxaban use.

WHAT IS KNOWN AND OBJECTIVE: The aim of this study was to evaluate the appropriateness and clinical outcomes of edoxaban use, and to determine the role of clinical pharmacists in improving the efficacy and safety of edoxaban use. METHODS: A retrospective study was performed by using an electronic medical record and anticoagulation clinical data from 600 patients who received edoxaban from 1 March 2016 to 16 July 2017 at a tertiary teaching university hospital. The appropriateness of edoxaban use was assessed using eight criteria based on drug use evaluation criteria developed by the American Society of Health-System Pharmacists drug use evaluation guidelines, details in Korea Food and Drug Administration approval of edoxaban. Clinical outcomes were evaluated between the appropriately prescribed and inappropriately prescribed groups regarding the incidence of thrombosis and bleeding episodes. RESULTS AND DISCUSSION: After excluding 86 patients due to the inability to assess renal function, 514 were eligible. Appropriate use was found in 294 patients (57.2%). The most frequent inappropriate use of edoxaban was dose adjustment (60.8%) in accordance with the dosing recommendation in patients with renal insufficiency (creatinine clearance [CrCl] of 15-50 mL/min) and a low body weight of <60 kg. Moreover, there were three cases of edoxaban use in patients with prosthetic heart valves and moderate-to-severe mitral stenosis, and 15 cases of non-valvular atrial fibrillation in patients with CrCl >95 mL/min in whom edoxaban use is not recommended. Furthermore, we found that the factors related to the appropriateness of edoxaban use were <60 kg body weight (adjusted odds ratio [OR]: 0.310; confidence interval [CI]: 0.197-0.488) and CrCl <50 mL/min (adjusted OR: 0.629; CI: 0.404-0.980). There were 45 events (8.75%) of any bleeding, 9 (1.8%) of stroke/transient ischaemic attack (TIA) and four events (0.8%) of deep vein thrombosis (DVT)/pulmonary embolism (PE). However, there was no difference between the appropriately prescribed group (294 patients) and inappropriately prescribed group (220 patients) in the incidence of bleeding events (27 [9.2%] vs 18 [8.2%]), stroke/TIA (7 [2.4%] vs 2 [0.9%]) and DVT/PE (2 [0.7%] vs 2 [0.9%]), respectively. WHAT IS NEW AND CONCLUSION: Although edoxaban has a broad therapeutic window that does not require routine monitoring, it should be cautiously used in patients with renal insufficiency (CrCl <50 mL/min) and body weight <60 kg.

Pharmacy services at the PyeongChang 2018 Olympic and Paralympic Winter Games.

OBJECTIVE: Pharmacy services at large multisport events support safe and effective medication use. Our aim is to describe the contribution of pharmacists and to share the pharmacy experiences at the 2018 PyeongChang Olympic and Paralympic Games. METHODS: The data collected included the accreditation details of patients and prescribers indicating: sport, country, athlete or non-athlete status, and prescription details including: medication, strength, frequency, length of treatment, for the period of the Olympic Games (1-26 February 2018) and the Paralympic Games (5-20 March 2018). The numbers of prescriptions dispensed were analysed by medication category, sports and country of the patient. RESULTS: A total of 5313 medication items were dispensed over the course of the Olympic and Paralympic Games (athletes: 670; non-athletes: 4615; unknown: 28), for a total of 2360 patients. 72 of 82 countries (87.8%) had fewer than 20 patient visits. The first high peak (Olympic: 5.0%; Paralympic: 7.3%) of daily volume of prescriptions were dispensed in the 2 days prior to the Olympic and the 1 day prior to Paralympic opening ceremonies. Therapeutic Use Exemption (TUE) and International Olympic Committee NeedlePolicy were well managed and compliant with the regulations. CONCLUSION: Pharmacy services at major multisport games include dispensing over 5000 prescriptions, supporting the TUE and IOC Needle Policy processes and providing clinical information to athletes and prescribers on drugs in sports and the World Anti-Doping Agency regulations of drugs prohibited in sport. During the PyeongChang 2018 Olympic and Paralympic Winter Games, pharmacists played a crucial role in delivering safe and effective pharmacy service based on their expert knowledge in antidoping and the clinical use of drugs in sport.

The influence of a patient counseling training session on pharmacy students' self-perceived communication skills, confidence levels, and attitudes about communication skills training.

BACKGROUND: The ability to communicate effectively is an essential skill for a pharmacist. However, the curricula of most pharmacy schools in South Korea do not include communication skills training (CST). This study aims to evaluate the effects of CST in pharmacy education. METHODS: This study was a comparison of pre- and post-intervention surveys completed by sixty fifth-year pharmacy students who participated in communication skills and patient counseling training during the spring 2017 semester. The students were asked to respond to 49 questions addressing 4 self-assessment categories: communication skills (24), attitudes (19), and confidence levels (2) at the beginning and end of the CST, and their perception of CST (4) after completing the course. The training session included lectures, small group work, role play, videos, and performance feedback by a tutor. Data were analyzed using the paired t-test with Bonferroni's correction for multiple comparisons. The open-ended questions were analyzed using inductive content analysis. RESULTS: The pharmacy students' self-assessment of their communication skills, attitudes toward the communication course, and confidence levels showed significant improvement after the CST. Most students (96.7%) indicated the necessity of a pharmacy communication curriculum. They responded that CST is helpful for effective communication with patients (33.3%) and other healthcare professionals (31.7%). Role-playing was reported as the most preferred learning method (58.3%). CONCLUSIONS: CST significantly impacted pharmacy students' skills, attitudes, and confidence levels related to communication skills and patient counseling. These findings indicate that communications training should be included in the regular curriculum of pharmacy schools.

Factors affecting time to reach and recover from gefitinib-induced hepatotoxicity.

Gefitinib is an oral tyrosine kinase inhibitor targeting the epidermal growth factor receptor (EGFR) for non-small-cell lung cancer with EGFR mutations. Although a few studies have analyzed the causes of gefitinib-induced hepatotoxicity, research focusing on the time intervals before and after hepatotoxicity has yet to be reported. Therefore, this study investigated two types of factors: the time to reach gefitinib-induced hepatotoxicity and the time for recovery. From January 2013 to December 2014, a retrospective study was carried out on 473 non-small-cell lung cancer patients who were treated with gefitinib. The following data were collected: sex, age, body weight, height, body surface area, underlying disease, Eastern Cooperative Oncology Group Performance Status, smoking history, gefitinib dose, EGFR mutation, and concomitant drugs. Multivariate models showed that patients with mutations in exon 19 had around two-fold higher hepatotoxicity (≥grade 2). Use of CYP3A4 inhibitors and smoking shortened time to hepatotoxicity ∼5-2-fold, respectively, whereas mutations in exon 21 prolonged time to hepatotoxicity by about 2.4-fold. Termination of gefitinib therapy showed 3.8-fold faster recovery. Our study showed that the concomitant use of CYP3A4 inhibitors, smoking, and exon 21 affected the time to reach gefitinib-induced hepatotoxicity. Among the factors examined in this study including hepatotonic use and gefitinib termination, only cessation of gefitinib therapy significantly accelerated recovery.

The effect of communication skills training on patient-pharmacist communication in pharmacy education: a meta-analysis.

Communication skills in pharmacy education and practice are increasingly regarded as a crucial component. However, thus far, estimating of the overall communication skills training (CST) effects in a variety of outcomes is lacking. The aim of this study was to synthesize the effects of CST in pharmacy education by performing a meta-analysis of CST studies. We searched MEDLINE, EMBASE, ERIC, CINAHL, PsycINFO, Cochrane Library, Web of Science, Communication and Mass Media Complete (CMMC), key journals, and bibliographic databases. The effect sizes (ESs) were extracted and pooled in random effects meta-analyses. We assessed the quality of the study using the Medical Education Research Study Quality Instrument (MERSQI). From 34,737 articles, 9 studies were included in this meta-analysis. The overall effect size for CST was 0.611 (95% CI 0.327-0.895), and it was statistically significant (p = 0.000). We found based on the subgroup analyses that CST has a large effect size when it used stand-alone courses, lecture-lab based courses, video recordings, feedback, training for 2 or more semesters, hours per week ≥5 h and external assessments. For the CST effect, the effect sizes were ranked in order of confidence, knowledge, skills, and attitudes. The result of the meta-regression is that the total number of attendees is significantly negatively correlated with the effect sizes of the CST. The findings of the present meta-analysis provide evidence that CST in pharmacy education may act as an efficient way to improve the communication competency of students, and it may serve as a guide for pharmacy educators.

Association of pre-operative medication use with post-surgery mortality and morbidity in oncology patients receiving comprehensive geriatric assessment.

BACKGROUND: Comprehensive geriatric assessment (CGA) has become a predictor for elderly cancer patients in post-surgical complications, including post-discharge institutionalization and mortality. AIMS: To determine whether pre-operative medication use is associated with post-operative morbidity and mortality in oncology patients receiving CGA. METHODS: Patients aged 65 years or older who were scheduled for cancer surgery and presented for CGA were included in the present study. Baseline characteristics of patients were collected from electrical medical records, and pre-operative medication review was performed. The primary outcome was death within 30 days after surgery and post-discharge institutionalization. RESULTS: A total of 475 cancer patients were included. Among them, three patients died within 30 days after surgery and 14 patients were discharged to another institution. All patients who died within 30 days after surgery had polypharmacy with marginal significance (P = 0.087). Multivariate analysis models were constructed using significant factors for post-surgery institutionalization from univariate analysis: Model I (polypharmacy and transfusion), Model II (polypharmacy and infection), and Model III (polypharmacy, transfusion, and infection). Infection was the most significant factor. Its adjusted odds ratio was as large as 11.1 and attributable risk was almost 91%. In pre-surgery medication use, only polypharmacy showed significant association with post-discharge institutionalization. Attributable risk of polypharmacy was around 75%. CONCLUSIONS: It is possible that pre-operative medication use has impact on death and post-discharge institutionalization in geriatric oncology patients, further highlighting the importance of medication optimization for elderly patients with cancer surgery.

Serious Safety Signals and Prediction Features Following COVID-19 mRNA Vaccines Using the Vaccine Adverse Event Reporting System.

We aimed to analyze the characteristics of serious adverse events following immunizations (AEFIs) to identify potential safety information and prediction features. We screened the individual case safety reports (ICSRs) in adults who received mRNA-based COVID-19 vaccines using the Vaccine Adverse Event Reporting System until December 2021. We identified the demographic and clinical characteristics of ICSRs and performed signal detection. We developed prediction models for serious AEFIs and identified the prognostic features using logistic regression. Serious ICSRs and serious AEFIs were 51,498 and 271,444, respectively. Hypertension was the most common comorbidity (22%). Signal detection indicated that the reporting odds ratio of acute myocardial infarction (AMI) was more than 10 times. Those who had experienced myocardial infarction (MI) were 5.7 times more likely to suffer from MI as an AEFI (95% CI 5.28-6.71). Moreover, patients who had atrial fibrillation (AF), acute kidney injury (AKI), cardiovascular accident (CVA), or pulmonary embolism (PE) were 7.02 times, 39.09 times, 6.03 times, or 3.97 times more likely to suffer from each AEFI, respectively. Our study suggests that vaccine recipients who had experienced MI, AF, AKI, CVA, or PE could require further evaluation and careful monitoring to prevent those serious AEFIs.

Prospective Audit and Feedback for Antimicrobial Treatment of Patients Receiving Renal Replacement Therapy in Community-Based University Hospitals: A before-and-after Study.

In South Korea, because of manpower and budgetary limitations, antimicrobial stewardship programs have relied on preauthorization. This study analyzed the impact of a prospective audit and feedback (PAF) program targeting inpatients undergoing intermittent hemodialysis or continuous renal replacement therapy, which was implemented at two community-based university hospitals. During three years of PAF, 27,906 antimicrobial prescriptions were reviewed, with 622 (2.2%) interventions. The mean incidence density per 1000 patient days of multidrug-resistant organisms, except for carbapenem-resistant Acinetobacter baumannii, decreased in the study population, whereas it increased among inpatients. Multivariable Poisson regression analysis revealed that after PAF, the incidences of vancomycin-resistant Enterococcus and mortality decreased (incidence risk ratio, 95% confidence interval: 0.53, 0.31-0.93 and 0.70, 0.55-0.90, respectively). Notably, after PAF, incorrect antimicrobial dosing rates significantly decreased (tau -0.244; p = 0.02). However, the incidences of other multidrug-resistant organisms, Clostridioides difficile, length of stay, and readmission did not significantly change. This study shows that in patients undergoing intermittent hemodialysis or continuous renal replacement, targeted PAF can significantly reduce multidrug-resistant organism rates and all-cause hospital mortality, despite limited resources. Furthermore, it can improve antimicrobial dosage accuracy.

Effects of single or repeated silymarin administration on pharmacokinetics of risperidone and its major metabolite, 9-hydroxyrisperidone in rats.

1. The interactions between herbal dietary supplements and therapeutic drugs have emerged as an important issue and P-glycoprotein (P-gp) has been reported as one of the significant factors of these interactions. 2. The objective of this article is to examine the effects of single and repeated administrations of silymarin on pharmacokinetics of a P-gp substrate, risperidone, and its major metabolite, 9-hydroxyrisperidone, in rats. 3. To determine the plasma levels of risperidone and 9-hydroxyrisperidone in rats, a HPLC method was developed using a liquid-liquid acid back extraction. When risperidone (6 mg/kg) was co-administered with silymarin (40 mg/kg) to rats orally, the C(max) of 9-hydroxyrisperidone was significantly increased to1.3-fold (p < 0.05), while the other pharmacokinetic parameters did not show any significant differences. Expanding the experiment where rats were repeatedly administered with silymarin for 5 days prior to giving risperidone, the C(max) of risperidone and 9-hydroxyrisperidone were significantly increased to 2.4-fold (p < 0.001) and 1.7-fold (p < 0.001), respectively, and the AUC(0-t), as well to 1.7-fold (p < 0.05) and 2.1-fold (p < 0.01), respectively. 4. The repeated exposures of silymarin, compared to single administration of silymarin, increased oral bioavailability and affected the pharmacokinetics of risperidone and 9-hydroxyrisperidone, by inhibiting P-gp.

Clinical outcomes of renin angiotensin system inhibitor-based dual antihypertensive regimens in chronic kidney disease: a network meta-analysis.

This study comprehensively investigated clinical outcomes associated with renin angiotensin system inhibitor-based dual antihypertensive regimens in non-dialysis chronic kidney disease (CKD) patients. Keyword searches of databases were performed per PRISMA-NMA guidelines. Frequentist network meta-analysis were conducted with 16 head-to-head randomized controlled trials. The effect sizes of dichotomous and continuous variables were estimated with odds ratio (OR) and standard mean differences (SMD), respectively. The protocol is registered in PROSPERO (CRD42022365927). Dual antihypertensive regimens with combination of angiotensin receptor blockers (ARB) and calcium channel blockers (CCB) demonstrated substantially reduced odd of major cardiovascular disease (CVD) events over other regimens including angiotensin converting enzyme inhibitor (ACEI) monotherapy (OR 3.19) and ARB monotherapy (OR 2.64). Most significant reductions in systolic (SBP) and diastolic blood pressure (DBP) were observed with ARB-based CCB dual regimen over ACEI monotherapy (SMD 17.60 SBP and 9.40 for DBP), ACEI-based CCB regimen (SMD 12.90 for SBP and 9.90 for DBP), and ARB monotherapy (SMD 13.20 for SBP and 5.00 for DBP). However, insignificant differences were noticed for the odds of hyperkalemia, end stage renal disease progression, and all-cause mortality. ARB-based CCB regimen has the greatest benefits on BP reduction as well as major CVD risks in non-dialysis CKD patients.

Translation of Machine Learning-Based Prediction Algorithms to Personalised Empiric Antibiotic Selection: A Population-Based Cohort Study.

BACKGROUND: Prediction of antibiotic non-susceptibility based on patient characteristics and clinical status may support selection of empiric antibiotics for suspected hospital-acquired urinary tract infections (HA-UTIs). METHODS: Prediction models were developed to predict non-susceptible results of eight antibiotic susceptibility tests ordered for suspected HA-UTI. Eligible patients were those with urine culture and susceptibility test results after 48 hours of admission between 2010-2021. Patient demographics, diagnosis, prescriptions, exposure to multidrug-resistant organisms, transfer history, and a daily calculated antibiogram were used as predictors. Lasso logistic regression (LLR), extreme gradient boosting (XGB), random forest, and stacked ensemble methods were used for development. Parsimonious models were also developed for clinical utility. Discrimination was assessed using the area under the receiver operating characteristic curve (AUROC). RESULTS: In 10 474 suspected HA-UTI cases, the mean age was 62.1 ± 16.2 years and 48.1% were male. Non-susceptibility prediction for ampicillin/sulbactam, cefepime, ciprofloxacin, imipenem, piperacillin/tazobactam, and trimethoprim/sulfamethoxazole performed best using the stacked ensemble (AUROC 76.9, 76.1, 77.0, 80.6, 76.1, and 76.5, respectively). The model for ampicillin performed best with LLR (AUROC 73.4). Extreme gradient boosting only performed best for gentamicin (AUROC 66.9). In the parsimonious models, the LLR yielded the highest AUROC for ampicillin, ampicillin/sulbactam, cefepime, gentamicin, and trimethoprim/sulfamethoxazole (AUROC 70.6, 71.8, 73.0, 65.9, and 73.0, respectively). The model for ciprofloxacin performed best with XGB (AUROC 70.3), while the model for imipenem performed best in the stacked ensemble (AUROC 71.3). A personalised application using the parsimonious models was publicly released. CONCLUSIONS: Prediction models for antibiotic non-susceptibility were developed to support empiric antibiotic selection for HA-UTI.

Population pharmacokinetics and model-based dosing optimization of teicoplanin in elderly critically ill patients with pneumonia.

PURPOSE: To evaluate the population pharmacokinetics and pharmacodynamics of teicoplanin in elderly critically ill patients with pneumonia for optimal dosages. METHODS: Fifteen critically ill patients (9 men) ≥ 60 years received teicoplanin 6 mg/kg for three doses followed by standard maintenance doses (6 mg/kg q24h) with renal dosing adjustment. Serial plasma samples from all patients were analyzed simultaneously by population pharmacokinetic modeling using NONMEM. Probability of target attainment (PTA) was calculated through Monte Carlo simulations for various dosing regimens to achieve adequate systemic exposures. RESULTS: The median (interquartile range, IQR) age, body mass index, and creatinine clearance (CrCl) was 75 (64-78) years, 22.5 (20.8-25.4) kg/m2, and 64 (47-106) mL/min, respectively. The median (IQR) peak and trough concentration was 46.5 (42.7-51.0) and 8.7 (7.2-9.5) mg/L. The population pharmacokinetic model showed slower clearance (CL) and larger peripheral volume of distribution (V2) in patients with reduced CrCl: CL (L/h) = 0.629 × (CrCl/64)0.656, V2 (L) = 55.7 × (CrCl/64)-0.665. Model-based simulations showed PTAs ≥85% only for higher-dose regimens (12 mg/kg) up to an MIC of 0.5 mg/L. CONCLUSIONS: Standard teicoplanin dosages for pneumonia may provide inadequate systemic exposures in elderly critically ill patients. High-dose regimens should be considered as empiric therapy or for less susceptible pathogens.