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Capiau A, Foubert K, Van der Linden L, Walgraeve K, Hias J, Spinewine A, Sennesael AL, Petrovic M, Somers A. Medication Counselling in Older Patients Prior to Hospital Discharge: A Systematic Review. Drugs Aging 2020; 37:635-655. [PMID: 32643062 DOI: 10.1007/s40266-020-00780-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Older patients are regularly exposed to multiple medication changes during a hospital stay and are more likely to experience problems understanding these changes. Medication counselling is often proposed as an important component of seamless care to ensure appropriate medication use after hospital discharge. OBJECTIVES The purpose of this systematic review was to describe the components of medication counselling in older patients (aged ≥ 65 years) prior to hospital discharge and to review the effectiveness of such counselling on reported clinical outcomes. METHODS Using Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology (PROSPERO CRD42019116036), a systematic search of MEDLINE, EMBASE and CINAHL was conducted. The QualSyst Assessment Tool was used to assess bias. The impact of medication counselling on different outcomes was described and stratified by intervention content. RESULTS Twenty-nine studies were included. Fifteen different components of medication counselling were identified. Discussing the dose and dosage of patients' medications (19/29; 65.5%), providing a paper-based medication list (19/29; 65.5%) and explaining the indications of the prescribed medications (17/29; 58.6%) were the most frequently encountered components during the counselling session. Twelve different clinical outcomes were investigated in the 29 studies. A positive effect of medication counselling on medication adherence and medication knowledge was found more frequently, compared to its impact on hard outcomes such as hospital readmissions and mortality. Yet, evidence remains inconclusive regarding clinical benefit, owing to study design heterogeneity and different intervention components. Statistically significant results were more frequently observed when counselling was provided as part of a comprehensive intervention before discharge. CONCLUSIONS Substantial heterogeneity between the included studies was found for the components of medication counselling and the reported outcomes. Study findings suggest that medication counselling should be part of multifaceted interventions, but the evidence concerning clinical outcomes remains inconclusive.
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Systematic Review |
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Van Der Linden L, Hias J, Walgraeve K, Loyens S, Flamaing J, Spriet I, Tournoy J. Factors associated with the number of clinical pharmacy recommendations: findings from an observational study in geriatric inpatients. Acta Clin Belg 2021; 76:119-126. [PMID: 31642397 DOI: 10.1080/17843286.2019.1683128] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Objectives: Drug-related problems are prevalent in older inpatients and can be reduced by providing clinical pharmacy (CP) services. Details concerning implementation in clinical practice are frequently lacking. The aim was to describe the output of one such CP program and to identify factors associated with CP recommendations.Methods: A CP program was installed at three acute geriatric wards in a teaching hospital. A convenience sample was collected, consisting of inpatients who received a CP consultation at discharge. Medical conditions, patient demographics, and drug use were evaluated retrospectively. Number and type of the CP recommendations were determined. A Poisson regression analysis was performed to determine factors associated with the number of CP recommendations.Results: A cohort of 524 patients, aged 85 (interquartile range (IQR): 82-89) years was included. On admission, 10.31 (standard deviation: 4.49) drugs were taken. Three (IQR: 2-4) CP recommendations were provided per patient, of which 70.2% targeted drug discontinuation. A model was derived, containing the following factors: number of drugs on admission (incidence rate ratio (IRR): 1.063; 95% confidence interval (CI): 1.052-1.074), number of previous contacts with the geriatric department (IRR: 0.869; 95%CI: 0.816-0.926), presence of left-ventricular dysfunction (IRR: 1.179, 95% CI: 1.023-1.360), the number of new drugs (IRR: 1.046; 95% CI: 1.021-1.071) and use of colecalciferol (IRR: 1.22; 95% CI: 1.088-1.367).Conclusions: Five factors were associated with the number of CP recommendations at discharge. This could allow for further patient stratification to increase the efficiency of the CP program.
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Observational Study |
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Hias J, Walgraeve K, Tournoy J, Flamaing J, Spriet I, Van der Linden L. Physician's feedback on a clinical pharmacy program on geriatric wards. Acta Clin Belg 2020; 75:321-328. [PMID: 31179904 DOI: 10.1080/17843286.2019.1629054] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVES As clinical pharmacy (CP) services can improve drug use and clinical outcome in older inpatients, a dedicated CP program was installed at the geriatric wards of an academic hospital. The aim of this study was to evaluate and potentially improve the CP program, by obtaining physician's feedback. METHODS An anonymous e-questionnaire was sent to all physicians who were active between October 2014 and March 2018 on the acute geriatric wards (80 beds) of the University Hospitals Leuven, Belgium. Thematic content analysis was applied. Six themes were defined: satisfaction with the service, time allocation of the clinical pharmacists, content and clinical relevance of pharmaceutical interventions, communication, time savings for the treating physician and future perspectives. RESULTS A total of 45 physicians (59%) completed the e-questionnaire. All respondents were satisfied with the content of the provided pharmaceutical recommendations. A minority (44%) found that a 0.8 full-time equivalent clinical pharmacist presence was sufficient in terms of the expected workload. The provided CP interventions improved quality of care according to 38 (84%) physicians. Oral and written communication were considered necessary by 89% and 82% of physicians, respectively. On average, an estimated 30 minutes physician time (IQR: 15-60) per patient was saved as a result of the program. The majority (87%) preferred clinical pharmacist presence for discharge support in all geriatric patients. CONCLUSION Physician's satisfaction with the CP service was very high. CP services in geriatric inpatients were perceived to be clinically relevant as well as time-saving by the involved physicians.
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Van De Sijpe G, Quintens C, Walgraeve K, Van Laer E, Penny J, De Vlieger G, Schrijvers R, De Munter P, Foulon V, Casteels M, Van der Linden L, Spriet I. Overall performance of a drug-drug interaction clinical decision support system: quantitative evaluation and end-user survey. BMC Med Inform Decis Mak 2022; 22:48. [PMID: 35193547 PMCID: PMC8864797 DOI: 10.1186/s12911-022-01783-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 02/03/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Clinical decision support systems are implemented in many hospitals to prevent medication errors and associated harm. They are however associated with a high burden of false positive alerts and alert fatigue. The aim of this study was to evaluate a drug-drug interaction (DDI) clinical decision support system in terms of its performance, uptake and user satisfaction and to identify barriers and opportunities for improvement. METHODS A quantitative evaluation and end-user survey were performed in a large teaching hospital. First, very severe DDI alerts generated between 2019 and 2021 were evaluated retrospectively. Data collection comprised alert burden, override rates, the number of alert overrides reviewed by pharmacists and the resulting pharmacist recommendations as well as their acceptance rate. Second, an e-survey was carried out among prescribers to assess satisfaction, usefulness and relevance of DDI alerts as well as reasons for overriding. RESULTS A total of 38,409 very severe DDI alerts were generated, of which 88.2% were overridden by the prescriber. In 3.2% of reviewed overrides, a recommendation by the pharmacist was provided, of which 79.2% was accepted. False positive alerts were caused by a too broad screening interval and lack of incorporation of patient-specific characteristics, such as QTc values. Co-prescribing of a non-vitamin K oral anticoagulant and a low molecular weight heparin accounted for 49.8% of alerts, of which 92.2% were overridden. In 88 (1.1%) of these overridden alerts, concurrent therapy was still present. Despite the high override rate, the e-survey revealed that the DDI clinical decision support system was found useful by prescribers. CONCLUSIONS Identified barriers were the lack of DDI-specific screening intervals and inclusion of patient-specific characteristics, both leading to a high number of false positive alerts and risk for alert fatigue. Despite these barriers, the added value of the DDI clinical decision support system was recognized by prescribers. Hence, integration of DDI-specific screening intervals and patient-specific characteristics is warranted to improve the performance of the DDI software.
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Hias J, Van der Linden L, Walgraeve K, Gijsen M, Mian P, Koch BCP, Allegaert K, Annaert P, Tournoy J, Spriet I. Pharmacokinetics of 2 oral paracetamol formulations in hospitalized octogenarians. Br J Clin Pharmacol 2021; 88:1020-1030. [PMID: 34418143 DOI: 10.1111/bcp.15049] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 04/02/2021] [Accepted: 05/26/2021] [Indexed: 11/29/2022] Open
Abstract
AIMS It is currently unclear how paracetamol should be dosed in order to increase its efficacy while warranting safety in very old adults. The objective was to evaluate the pharmacokinetics of 2 oral paracetamol formulations and its metabolites in hospitalized octogenarians. METHODS Geriatric inpatients aged 80 years and older received a 1000-mg paracetamol tablet or granulate at 08.00, 14.00 and 20.00. After at least 4 consecutive gifts, plasma samples were collected around the 08.00 dose (trough, +0.5, +1, +2, +4, +5 and +6 h). Plasma concentrations of paracetamol and its metabolites were determined and individual pharmacokinetic parameters were derived. The Edmonton Frail Scale was used to assess frailty. An analgesic plasma target was defined as an average plasma concentration (Cavg ) of 10 mg/L. RESULTS The mean (±standard deviation) age was 86.78 (±4.20) years. The majority (n = 26/36, 72%) received the tablet, 10 (28%) the granulate. Thirty patients (85%) were classified with moderate to severe frailty. Seven (21%) patients had a Cavg above 10 mg/L. The median [interquartile range] time to reach the peak concentration was 50.5 [31.50-92.50] and 42.50 [33.75-106.75] min for the tablet and granulate, respectively. The coefficient of variation was 95% for time to reach the peak concentration and 30% for Cavg of paracetamol. A correlation of Cavg of paracetamol was observed with female sex and total serum bilirubin. CONCLUSION Large interindividual differences were found for pharmacokinetic parameters of oral paracetamol in frail inpatients after multiple dosing. Female sex and higher total serum bilirubin concentrations were associated with paracetamol exposure. No significant differences were observed between the tablet and granulate.
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Van der Linden L, Hias J, Spriet I, Walgraeve K, Flamaing J, Tournoy J. Medication review in older adults: Importance of time to benefit. Am J Health Syst Pharm 2019; 76:247-250. [DOI: 10.1093/ajhp/zxy038] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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Van der Linden L, Hias J, Walgraeve K, Flamaing J, Spriet I, Tournoy J. Clinical Pharmacy Services on Geriatric Care Wards: Catch 22 of Implementation and Research. Drugs Aging 2018; 35:375-377. [PMID: 29671214 DOI: 10.1007/s40266-018-0547-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Letter |
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Hias J, Hellemans L, Walgraeve K, Tournoy J, Van der Linden L. SGLT2 Inhibitors in Older Adults with Heart Failure with Preserved Ejection Fraction. Drugs Aging 2022; 39:185-190. [PMID: 35118602 DOI: 10.1007/s40266-022-00920-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2022] [Indexed: 11/03/2022]
Abstract
Heart failure is an important medical condition that is prevalent in older adults. Multiple therapies have been identified that improve clinical outcome in heart failure with a reduced ejection fraction. Conversely, this has not been the case in heart failure with preserved ejection fraction (HFpEF). Until now, empagliflozin is the first therapy that has convincingly been shown to improve clinical outcome in HFpEF. Importantly, some key points should be considered to better understand the impact of empagliflozin on the patient trajectory, particularly in older adults with HFpEF. In this current opinion article, we have therefore provided more information on how to translate the findings of the EMPEROR-Preserved trial to the setting of older adults, with a focus on the impact of empagliflozin on hospitalizations, both heart failure-related and all-cause. To better understand the importance of EMPEROR-Preserved findings, we compared these findings with previous relevant HFpEF and heart failure with reduced ejection fraction (HFrEF) trials and provided information on ongoing trials in the HFpEF setting.
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Mertens B, Hias J, Hellemans L, Walgraeve K, Spriet I, Tournoy J, Van der Linden LR. Drug-related hospital admissions in older adults: comparison of the Naranjo algorithm and an adjusted version of the Kramer algorithm. Eur Geriatr Med 2022; 13:567-577. [PMID: 35312975 DOI: 10.1007/s41999-022-00623-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 02/04/2022] [Indexed: 11/27/2022]
Abstract
PURPOSE Drug-related admissions (DRAs) are an important cause of preventable harm in older adults. Multiple algorithms exist to assess causality of adverse drug reactions, including the Naranjo algorithm and an adjusted version of the Kramer algorithm. The performance of these tools in assessing DRA causality has not been robustly shown. This study aimed to evaluate the ability of the adjusted Kramer algorithm to adjudicate DRA causality in geriatric inpatients. METHODS DRAs were assessed in a convenience sample of patients admitted to the acute geriatric wards of an academic hospital. DRAs were identified by expert consensus and causality was evaluated using the Naranjo and the adjusted Kramer algorithms. Positive agreement with expert consensus was calculated for both algorithms. A multivariable logistic regression analysis was performed to explore determinants for a DRA. RESULTS A total of 218 geriatric inpatients was included of whom 65 (29.8%) experienced a DRA. Positive agreement was 72.3% (95% confidence interval (CI), 59.6-82.3%) and 100% (95% CI, 93.0-100%) for the Naranjo and the adjusted Kramer algorithm, respectively. Diuretics were the main culprits and most DRAs were attributed to a fall (n = 18; 27.7%). A fall-related principal diagnosis was independently associated with a DRA (odds ratio 20.11; 95% CI, 5.60-72.24). CONCLUSION The adjusted Kramer algorithm demonstrated a higher positive agreement with expert consensus in assessing DRA causality in geriatric inpatients compared to the Naranjo algorithm. Our results further support implementation of the adjusted Kramer algorithm as part of a standardized DRA assessment in older adults.
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Hellemans L, Hias J, De Winter S, Walgraeve K, Tournoy J, Van der Linden LR. Importance of medication reconciliation, even in the absence of positive data. Eur J Hosp Pharm 2023; 30:e7. [PMID: 34880102 PMCID: PMC9811525 DOI: 10.1136/ejhpharm-2021-003091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
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Letter |
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Van der Linden L, Hias J, Liesenborghs A, Walgraeve K, Van Brantegem P, Hellemans L, Milisen K, Tournoy J. The impact of a pharmacist intervention on post-discharge hypnotic drug discontinuation in geriatric inpatients: a before-after study. BMC Geriatr 2023; 23:407. [PMID: 37400758 DOI: 10.1186/s12877-023-04139-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 06/27/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Chronic use of hypnotic agents is prevalent in older adults, who as a result are at increased risk for certain adverse events, such as day-time drowsiness and falls. Multiple strategies to discontinue hypnotics have been tested in geriatric patients, but evidence remains scarce. Hence, we aimed to investigate a multicomponent intervention to reduce hypnotic drug use in geriatric inpatients. METHODS A before-after study was performed on the acute geriatric wards of a teaching hospital. The before group (= control group) received usual care, while intervention patients (= intervention group) were exposed to a pharmacist-led deprescribing intervention, comprising education of health care personnel, access to standardized discontinuation regimens, patient education and support of transitional care. The primary outcome was hypnotic drug discontinuation at one month after discharge. Secondary outcomes among others were sleep quality and hypnotic use at one and two weeks after enrolment and at discharge. Sleep quality was assessed using the Pittsburgh Sleep Quality Index (PSQI) upon inclusion, two weeks after enrolment and one month after discharge. Determinants for the primary outcome were identified using regression analysis. RESULTS A total of 173 patients were enrolled, with 70.5% of patients taking benzodiazepines. Average age was 85 years (interquartile range 81-88.5) and 28.3% were male. A higher discontinuation rate at one month after discharge was observed in favour of the intervention (37.7% vs. 21.9%, p = 0.02281). No difference in sleep quality was found between both groups (p = 0.719). The average sleep quality was 8.74 (95% confidence interval (CI): 7.98-9.49) and 8.57 (95% CI: 7.75-9.39) in the control and intervention groups respectively. Determinants for discontinuation at one month were: the intervention (odds ratio (OR) 2.36, 95% CI: 1.14-4.99), fall on admission (OR 2.05; 95% CI: 0.95-4.43), use of a z-drug (OR 0.54, 95% CI: 0.23-1.22), PSQI score on admission (OR 1.08, 95% CI: 0.97-1.19) and discontinuation prior to discharge (OR 4.71, 95% CI: 2.26-10.17). CONCLUSIONS A pharmacist-led intervention in geriatric inpatients was associated with a reduction of hypnotic drug use one month after discharge, without any loss in sleep quality. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT05521971 (retrospectively registered on 29th of August 2022).
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Hias J, Hellemans L, Laenen A, Walgraeve K, Liesenborghs A, De Geest S, Luyten J, Spriet I, Flamaing J, Van der Linden L, Tournoy J. The effect of a trAnSitional Pharmacist Intervention in geRiatric inpatients on hospital visits after dischargE (ASPIRE): Protocol for a randomized controlled trial. Contemp Clin Trials 2022; 119:106853. [PMID: 35842106 DOI: 10.1016/j.cct.2022.106853] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 06/29/2022] [Accepted: 07/11/2022] [Indexed: 01/08/2023]
Abstract
BACKGROUND Unplanned rehospitalizations occur frequently in older patients. Drug-related problems constitute a major and largely preventable cause with inappropriate prescribing being a substantial culprit. Solutions are needed to reduce this risk by targeting pharmacotherapy both during and after hospital stay. Therefore, we aim to perform a randomized controlled trial in geriatric inpatients to investigate the impact of a multifaceted clinical pharmacy intervention on health-related outcomes. METHODS/DESIGN The study concerns a monocenter, non-blinded, randomized controlled trial that will take place at the acute geriatric wards of a large academic hospital. Patients being in a palliative stage with active therapy withdrawal or patients discharged to another ward within the same hospital or another hospital are excluded. In total, 828 patients will be randomized (1:1) to the usual care or intervention group. The multifaceted clinical pharmacy intervention comprises medication reconciliation at admission and discharge, medication review, patient/caregiver education, intensified communication with primary care providers and post-discharge follow-up, which also includes a telepharmacology service. The primary endpoint is defined as the time to an all-cause, unplanned hospital revisit within six months after discharge. Other health-related outcomes such as drug-related readmissions, quality of life and number of potentially inappropriate medications will be analyzed as secondary endpoints. Patient inclusion started in February 2021. DISCUSSION This study will provide useful insights regarding the impact of clinical pharmacy interventions on geriatric wards with the goal to optimize health-related outcomes such as hospital revisits. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT04617340.
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Van De Sijpe G, Walgraeve K, Van Laer E, Quintens C, Machiels C, Foulon V, Casteels M, Van der Linden L, Spriet I. The Impact of Customized Screening Intervals on the Burden of Drug-Drug Interaction Alerts: An Interrupted Time Series Analysis. J Med Syst 2024; 48:93. [PMID: 39347841 DOI: 10.1007/s10916-024-02113-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 09/25/2024] [Indexed: 10/01/2024]
Abstract
Fixed and broad screening intervals for drug-drug interaction (DDI) alerts lead to false positive alerts, thereby contributing to alert fatigue among healthcare professionals. Hence, we aimed to investigate the impact of customized screening intervals on the daily incidence of DDI alerts. An interrupted time series analysis was performed at the University Hospitals Leuven to evaluate the impact of a pragmatic intervention on the daily incidence of DDI alerts per 100 prescriptions. The study period encompassed 100 randomly selected days between April 2021 and December 2022. Preceding the intervention, a fixed and broad screening interval of 7 days before and after prescribing an interacting drug was applied. The intervention involved implementing customized screening intervals for a subset of highly prevalent or clinically relevant DDIs into the hospital information system. Additionally, the sensitivity of the tailored approach was evaluated. During the study period, a mean of 5731 (± 2909) new prescriptions per day was generated. The daily incidence of DDI alerts significantly decreased from 9.8% (95% confidence interval (CI) 8.4;11.1) before the intervention, to 6.3% (95% CI 5.4;7.2) afterwards, p < 0.0001. This corresponded to avoiding 201 (0.035*5731) false positive DDI alerts per day. Sensitivity was not compromised by our intervention. Defining and implementing customized screening intervals was feasible and effective in reducing the DDI alert burden without compromising sensitivity.
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Van der Linden L, Hias J, Walgraeve K, Joosten E, Flamaing J, Spriet I, Tournoy J. YOUNG EFFORTS FOR OLDER INPATIENTS: DEVELOPMENT AND ASSESSMENT OF A CLINICAL POLYPHARMACY PATHWAY. Innov Aging 2017. [DOI: 10.1093/geroni/igx004.2073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Van der Linden L, Hias J, Walgraeve K, Tournoy J, Van Aelst L, Vandenbriele C. Estimating the Time to Benefit for Therapies in Heart Failure with Reduced Ejection Fraction: A Case Study of Sacubitril-Valsartan Using Reconstructed Data from a Randomized Controlled Trial. Drugs Aging 2022; 39:959-966. [PMID: 36404386 DOI: 10.1007/s40266-022-00987-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/02/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Foundational therapies in heart failure improve clinical outcomes in heart failure with a reduced ejection fraction (HFrEF). Underuse of these life-prolonging heart failure therapies, such as sacubitril-valsartan, is common in older adults and has been associated with worse clinical outcomes. Characterizing the early benefits seen with these therapies might help increase their uptake in older adults. OBJECTIVE We applied several methods to estimate the time to benefit of an HFrEF therapy, using sacubitril-valsartan as a case study. METHODS PARADIGM-HF was a randomized controlled study on sacubitril-valsartan versus enalapril in stable, ambulatory HFrEF patients (n = 8399). The primary endpoint, a composite of death from cardiovascular causes or a first hospitalization for heart failure, was significantly reduced (sacubitril-valsartan (21.8%) versus enalapril (26.5%), hazard ratio (HR) 0.80 (95% confidence interval [CI] 0.73-0.87). We extracted and tabulated the Kaplan-Meier (KM) curves of the primary endpoint. An individual patient dataset was then reconstructed. The following methods were applied to explore the time to benefit of sacubitril-valsartan versus enalapril: visual estimation of the point of divergence of the KM curves, statistical process control (SPC), unadjusted landmark analyses using Cox proportional hazards analysis with 30-day increments until significance was persistently achieved, and comparing the survival probabilities of the extracted life tables. RESULTS Six raters visually estimated the time to benefit at a median of 60 days (interquartile range 38-10 days). Using SPC we found an early benefit from 28 days on, using the longest predefined control period of 28 days. An absolute risk reduction of 1 and 2% was found after 59 and 250 days, respectively. The reconstructed dataset provided a similar HR of 0.8004 (95% CI 0.7331-0.8739). Landmark analyses persistently showed statistical significance from 390 days and later. Survival probabilities differed from 35 days onward. CONCLUSION Using multiple approaches, the earliest benefit of sacubitril-valsartan compared to enalapril in stable HFrEF was found at about 1 month after initiation.
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Randomized Controlled Trial |
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Hias J, Hellemans L, Walgraeve K, Tournoy J, Van der Linden L. Correction to: SGLT2 Inhibitors in Older Adults with Heart Failure with Preserved Ejection Fraction. Drugs Aging 2022; 39:249. [PMID: 35174453 DOI: 10.1007/s40266-022-00926-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Published Erratum |
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Hias J, Van der Linden L, Walgraeve K, Lemper JC, Hellemans L, Spriet I, Tournoy J. Optimizing pharmacotherapy on geriatric hospital units in Belgium - a national survey. Acta Clin Belg 2022; 77:321-328. [PMID: 33345741 DOI: 10.1080/17843286.2020.1864162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE Inappropriate prescribing remains highly prevalent on geriatric units. The aim of this investigation, initiated by the Belgian College for Geriatrics, was to evaluate the implementation of strategies to optimize pharmacotherapy on geriatric units in Belgium. METHODS A literature search was performed to identify strategies to support the appropriate use of medications in very old inpatients. These strategies were subsequently validated based on Delphi consensus rounds and a national survey was developed. Experts were selected by the research team in collaboration with the Belgian College for Geriatrics. The survey was sent to the heads of the geriatric departments of all Belgian hospitals (n = 100). RESULTS After 3 months a response rate of 55% was achieved. Strategies that were implemented more frequently were the use of electronic prescribing (85%), performing a structured medication review (69%) and providing patient education (76%). In a minority (24%) of hospitals, a clinical pharmacist was directly involved in the multidisciplinary geriatric team. Implementation of clinical decisions support systems (CDSS) was reported by 36% of the hospitals. Educational strategies for healthcare professionals and strategies to optimize transitional care were variable. CONCLUSION Taking into account the current body of evidence, strategies that include transitional care components, CDSS or ward-based clinical pharmacy services should be further promoted on Belgian geriatric units.
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Hias J, Hellemans L, Walgraeve K, Tournoy J, Vandenbriele C, Van Aelst L, Van der Linden LR. Should vericiguat be initiated in geriatric inpatients with heart failure with reduced ejection fraction and a worsening heart failure event prior to discharge? Eur J Hosp Pharm 2023; 30:367-369. [PMID: 35589380 PMCID: PMC10647858 DOI: 10.1136/ejhpharm-2022-003305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 05/10/2022] [Indexed: 11/03/2022] Open
Abstract
Heart failure (HF) occurs predominantly in older adults. HF patients have an increased risk for an acute exacerbation, which commonly requires hospitalisation. Such a worsening HF (WHF) event has an impact on prognosis. Vericiguat is a novel agent which has been shown to reduce the HF hospitalisation risk in patients with a recent WHF event. It is not fully clear how to position this novel agent in geriatric HF inpatients.
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Van der Linden LR, Hias J, Walgraeve K, Flamaing J, Isabel Spriet I, Tournoy J. Introduction to Bayesian statistics: a practical framework for clinical pharmacists. Eur J Hosp Pharm 2021; 28:336-340. [PMID: 34697050 PMCID: PMC8552187 DOI: 10.1136/ejhpharm-2019-002055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 08/13/2019] [Accepted: 08/14/2019] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES Most pharmaceutical investigations have relied on p values to infer conclusions from their study findings. Central to this paradigm is the concept of null hypothesis significance testing. This approach is however fraught with overuse and misinterpretations. Several alternatives have already been proposed, yet uptake remains low. In this study, we aimed to discuss the pitfalls of p value-based testing and to provide readers with the basics to apply Bayesian statistics. METHODS Jeffreys's Amazing Statistical Package (JASP) was used to evaluate the effect of a clinical pharmacy (CP) intervention (opposed to usual care) on the number of emergency department (ED) visits without hospital admission. Basic Bayesian terminology was explained and compared with classical p value-based testing. In the study example, a Cauchy prior distribution was used to determine the effect size with a scale parameter r=0.707 at location=0 and Bayes factors (BF) were subsequently estimated. A robustness analysis was then performed to visualise the impact of different r values on the BF value. RESULTS A BF of 4.082 was determined, indicating that the observed data were about four times more likely to occur under the alternative hypothesis that the CP intervention was effective. The median effect size of the CP intervention on ED visits was found to be 0.337 with a 95% credible interval of 0.074 to 0.635. A robustness check was performed and all BF values were in favour of the CP intervention. CONCLUSION Bayesian inference can be an important addition to the statistical armamentarium of pharmacists, who should become more acquainted with the basic terminology and rationale of such testing. To prove our point, Jeffreys' approach was applied to a CP study example, using an easy-to-use software program JASP.
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Van der Linden L, Hias J, Walgraeve K, Petrovic M, Tournoy J, Vandenbriele C, Van Aelst L. Guideline-Directed Medical Therapies for Heart Failure with a Reduced Ejection Fraction in Older Adults: A Narrative Review on Efficacy, Safety and Timeliness. Drugs Aging 2023; 40:691-702. [PMID: 37452262 DOI: 10.1007/s40266-023-01046-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2023] [Indexed: 07/18/2023]
Abstract
Heart failure is a prevalent syndrome among older adults, with a major impact on morbidity and mortality. Higher age is correlated with underuse of guideline-directed medical therapies which, in turn, has been linked to worse clinical outcomes. Importantly, most evidence so far has been collected in adults who were younger, less multi-morbid and polymedicated compared with those who are commonly treated in daily clinical practice. Hence, we aimed to assess and describe the evidence base for pharmacotherapy in older adults with heart failure with a reduced ejection. First, a narrative review was undertaken using Medline, from inception to January 2023. Four foundational therapies were selected based on the latest European Society of Cardiology clinical practice guideline: angiotensin-converting enzyme inhibitors/angiotensin receptor neprilysin inhibitors, beta blockers, mineralocorticoid receptor antagonists and sodium-glucose cotransporter-2 inhibitors. Post hoc analyses from landmark heart failure drug trials were searched and included if they contained data on the impact of age on efficacy, safety and/or timeliness of therapies in the management of heart failure with a reduced ejection fraction. Second, a proposal was developed to support and promote the use of evidence-based heart failure pharmacotherapy in complex, older adults. In total, 11 articles were selected: 4 meta-analyses, 6 post hoc analyses and 1 review paper. No attenuation of efficacy for any of the foundational agents was found in older adults. Regarding safety, dedicated analyses showed that beta blockers, mineraloid receptor antagonists, sacubitril-valsartan, dapagliflozin and empagliflozin retained their overall benefit-risk profile regardless of age. Time to benefit was short and occurred generally within 1 month. Consensus was achieved on a five-step proposal to manage complex medication regimens in older adults suffering from heart failure. In conclusion, older adults suffering from heart failure with a reduced ejection fraction should not be denied treatment based on their age.
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