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Ena J, Carretero Gómez J, Suárez Tembra M, Lajara Villar L, Fernández Peña C, Rosales Castillo A, Domínguez Pinilla N, Carrasco Sánchez FJ, Bustos Merlo A, Rabassa Soler A. Evaluating chronic kidney disease in Spanish people with diabetes: a study from internal medicine clinics. Rev Clin Esp 2025; 225:102279. [PMID: 40216157 DOI: 10.1016/j.rceng.2025.102279] [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: 08/28/2024] [Accepted: 01/22/2025] [Indexed: 04/16/2025]
Abstract
AIM To determine the prevalence and characteristics of chronic kidney disease (CKD) in a cross-sectional population of people with type 2 diabetes treated at internal medicine clinics in Spain. METHODS We collected data from 25 hospitals that recruited 354 people with type 2 diabetes in an observational study carried out in May 2024. Information collected included demographic data, comorbidities, nutritional status, presence of sarcopenia and frailty, as well as laboratory data and therapy administered. RESULTS We included a total of 314 subjects, of whom 185 (58.9%; 95% confidence interval: 53.4-64.3%) had CKD. Compared with people with no CKD, those with CKD were older (77.4 ± 9.7 vs. 65.9 ± 12.5 years; p < 0.001), more often male (53.1% vs. 46.9%; p = 0.021), with more prevalence of ischemic heart disease (22.4% vs. 10.9%; p = 0.006) and longer duration of diabetes disease (14.1 ± 8.6 vs. 10.0 ± 7.0 years; p < 0.001). Malnutrition (37.3% vs. 25%; p = 0.017), sarcopenia (24.6% vs. 11.2%; p = 0.003), and frailty (74.3% vs. 59%; p = 0.006) were more often associated in people with CKD compared with those without CKD. CONCLUSION Internal medicine specialists treat a significant number of people with diabetes and CKD. These people are characteristically elderly, with high proportion of cardiovascular disease showing malnutrition, sarcopenia, and frailty, which could determine the target for metabolic control.
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Affiliation(s)
- J Ena
- Servicio de Medicina Interna, Hospital Marina Baixa, Villajoyosa, Alicante, Spain.
| | - J Carretero Gómez
- Servicio de Medicina Interna, Hospital Universitario de Badajoz, Badajoz, Spain
| | | | | | - C Fernández Peña
- Complexo Hospitalario Universitario de Santiago, Santiago de Compostela, A Coruña, Spain
| | | | | | | | - A Bustos Merlo
- Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - A Rabassa Soler
- Hospital Universitario Sant Joan de Reus, Reus, Tarragona, Spain
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2
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Villiet M, Laureau M, Perier D, Pinzani V, Giraud I, Lohan L, Bobbia X, Mercier G, Jaussent A, Macioce V, Sebbane M, Faucanié M, Breuker C. Emergency Department Visits for Medication-Related Events With vs Without Pharmacist Intervention: The URGEIM Randomized Clinical Trial. JAMA Intern Med 2025:2833309. [PMID: 40293767 PMCID: PMC12038715 DOI: 10.1001/jamainternmed.2025.0640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 02/16/2025] [Indexed: 04/30/2025]
Abstract
Importance Medication-related events (MREs) are a frequent cause of emergency department (ED) visits and patient harm. Objective To assess the efficacy of a pharmacist-led transition of care program in reducing ED visits related to the same MRE at 6 months compared with usual care. Design, Setting, and Participants This prospective, open-label, parallel-group randomized clinical trial was conducted from November 2018 to July 2021 at the ED of Montpellier University Hospital, Montpellier, France, with a 6-month follow-up period. Adult patients with an MRE detected at ED admission were included. MREs included adverse drug events with or without misuse and medication nonadherence with unfavorable clinical evolution. End points were assessed blindly from the randomization arm. Data were analyzed from January 2022 to March 2024. Intervention Participants were randomized to a pharmacist-led transition of care program or usual care. Usual care included the ED pharmacist carrying out a medication history. In the transition of care group, ED pharmacists additionally made a postdischarge telephone call to the general practitioner (GP) and community pharmacist, along with a letter, notifying them about MRE type, suspected medication, and management recommendations. Main Outcomes and Measures The primary outcome was the proportion of patients with an ED visit for the same MRE at 6 months (same symptom and medication involved). Secondary outcomes included proportions of all-cause and MRE-related ED visits, hospitalizations, deaths, and medical office visits. Results Among 330 patients analyzed, 187 (56.7%) were female, the median (IQR) age was 71 (50-83) years, and the median (IQR) home medications count was 6 (3-10). A total of 167 patients were randomized to the transition of care group and 163 to the control group. At 6 months, fewer participants in the transition of care group had ED visits related to the same MRE (5 [3.0%] vs 36 [22.1%]; risk difference [RD], -19.1 percentage points; 95% CI, -26.0 to -12.2; P < .001), all-cause ED visits (35 [21.0%] vs 57 [35.0%]; RD, -14.0 percentage points; 95% CI, -23.6 to -4.4), hospitalization related to the same MRE (3 [1.8%] vs 29 [17.8%]; RD, -16.0 percentage points; 95% CI, -22.2 to -9.8), and more GP office visits (88 of 158 [55.7%] vs 26 of 146 [17.8%]; RD, 37.9 percentage points; 95% CI, 28.0 to 47.8) and specialist office visits (67 of 158 [42.4%] vs 35 of 146 [24.0%]; RD, 18.4 percentage points; 95% CI, 8.1 to 28.8) related to the same MRE. All-cause hospitalization and death were similar between groups. Conclusions and Relevance In this randomized clinical trial, a pharmacist-led transitional care intervention in the ED among patients with MRE significantly reduced ED visits and hospitalizations for the same MRE. If replicated in subsequent trials, this strategy offers a novel approach for reducing drug-related harms. Trial Registration ClinicalTrials.gov Identifier: NCT03725046.
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Affiliation(s)
- Maxime Villiet
- Clinical Pharmacy Department, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Marion Laureau
- Clinical Pharmacy Department, CHU Montpellier, University of Montpellier, Montpellier, France
- Emergency Medicine Department, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Damien Perier
- Emergency Medicine Department, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Véronique Pinzani
- Medical Pharmacology and Toxicology Department, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Isabelle Giraud
- Economic Evaluation Unit, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Laura Lohan
- Clinical Pharmacy Department, CHU Montpellier, University of Montpellier, Montpellier, France
- PhyMedExp, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Xavier Bobbia
- Emergency Medicine Department, CHU Montpellier, University of Montpellier, Montpellier, France
- Department of Emergency Medicine, UR UM 103 (IMAGINE), Montpellier University, Montpellier University Hospital, Montpellier, France
| | - Grégoire Mercier
- Health Data Science Unit, CHU Montpellier, University of Montpellier, Montpellier, France
- IDESP, INSERM, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Audrey Jaussent
- Clinical Research and Epidemiology Unit, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Valérie Macioce
- Clinical Research and Epidemiology Unit, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Mustapha Sebbane
- Emergency Medicine Department, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Marie Faucanié
- Clinical Research and Epidemiology Unit, CHU Montpellier, University of Montpellier, Montpellier, France
| | - Cyril Breuker
- Clinical Pharmacy Department, CHU Montpellier, University of Montpellier, Montpellier, France
- PhyMedExp, University of Montpellier, CNRS, INSERM, Montpellier, France
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Munshi MN, Slyne C, Adam A, Krakoff N, Brabant H, Savory M, Maurer J, Toschi E. Excessive Burden of Hyperglycemia Along With Hypoglycemia in Long-Term Care Facilities Identified by Continuous Glucose Monitoring. J Am Med Dir Assoc 2025; 26:105590. [PMID: 40233808 DOI: 10.1016/j.jamda.2025.105590] [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: 12/03/2024] [Revised: 03/04/2025] [Accepted: 03/05/2025] [Indexed: 04/17/2025]
Abstract
OBJECTIVES Recommendations for diabetes care in long-term care facilities (LTC) focus on the avoidance of hypoglycemia and symptomatic hyperglycemia. Using continuous glucose monitoring (CGM), we evaluated the current state of glycemia in LTC residents with multiple comorbidities. DESIGN Cross-sectional prospective observational study. SETTINGS AND PARTICIPANTS Participants with diabetes on 1 or more glucose-lowering medications residing in 1 of 8 LTC facilities in Ohio and Michigan. METHODS A masked Dexcom G6 pro CGM was placed for 10 days on LTC residents. Clinical and demographic information was collected from medical records. RESULTS Sixty-five residents [median age 68 years (range 44-84 years), 51% female, 100% with type 2 diabetes] completed the study. Overall, 68% of the cohort used insulin and 64% were on non-insulin agents (11% on sulfonylurea). The mean A1c of the cohort was 7.2% ± 1.5%. CGM data showed 26% of the cohort with ≥1% time spent in hypoglycemia (time <70 mg/dL). A larger burden of severe hyperglycemia (sensor glucose >250 mg/dL) was seen, with 52% of the cohort spending >10% time, 37% spending >25%, and 18% spending >50% time in severe hyperglycemia. The cohort had a median of 13 comorbid conditions, taking 19 medications daily, with 86% having functional disabilities and 63% reporting a recent fall. Fifty-four percent of the cohort had a body mass index (BMI) >30 kg/m2 and 22% had a BMI >40 kg/m2. CONCLUSIONS AND IMPLICATIONS In this multimorbid cohort of residents with diabetes living in LTC facilities, we identified a high burden of both hypoglycemia and severe hyperglycemia, despite optimal control of A1c. More consistent use of CGM may help to identify glycemic excursions and actionable glucose patterns to improve therapeutic decision-making by clinicians.
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Affiliation(s)
- Medha N Munshi
- Joslin Diabetes Center, Clinical Research, Boston, MA, USA; Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | | | - Atif Adam
- Joslin Diabetes Center, Clinical Research, Boston, MA, USA
| | - Noa Krakoff
- Joslin Diabetes Center, Clinical Research, Boston, MA, USA
| | - Haley Brabant
- Joslin Diabetes Center, Clinical Research, Boston, MA, USA
| | - Molly Savory
- Joslin Diabetes Center, Clinical Research, Boston, MA, USA
| | | | - Elena Toschi
- Joslin Diabetes Center, Clinical Research, Boston, MA, USA; Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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Lester C, Rowell B, Zheng Y, Co Z, Marshall V, Kim JY, Chen Q, Kontar R, Yang XJ. Effect of Uncertainty-Aware AI Models on Pharmacists' Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial. JMIR Med Inform 2025; 13:e64902. [PMID: 40249341 PMCID: PMC12023801 DOI: 10.2196/64902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 02/18/2025] [Accepted: 03/07/2025] [Indexed: 04/19/2025] Open
Abstract
Background Artificial intelligence (AI)-based clinical decision support systems are increasingly used in health care. Uncertainty-aware AI presents the model's confidence in its decision alongside its prediction, whereas black-box AI only provides a prediction. Little is known about how this type of AI affects health care providers' work performance and reaction time. Objective This study aimed to determine the effects of black-box and uncertainty-aware AI advice on pharmacist decision-making and reaction time. Methods Recruitment emails were sent to pharmacists through professional listservs describing a web-based, crossover, randomized controlled trial. Participants were randomized to the black-box AI or uncertainty-aware AI condition in a 1:1 manner. Participants completed 100 mock verification tasks with AI help and 100 without AI help. The order of no help and AI help was randomized. Participants were exposed to correct and incorrect prescription fills, where the correct decision was to "accept" or "reject," respectively. AI help provided correct (79%) or incorrect (21%) advice. Reaction times, participant decisions, AI advice, and AI help type were recorded for each verification. Likelihood ratio tests compared means across the three categories of AI type for each level of AI correctness. Results A total of 30 participants provided complete datasets. An equal number of participants were in each AI condition. Participants' decision-making performance and reaction times differed across the 3 conditions. Accurate AI recommendations resulted in the rejection of the incorrect drug 96.1% and 91.8% of the time for uncertainty-aware AI and black-box AI respectively, compared with 81.2% without AI help. Correctly dispensed medications were accepted at rates of 99.2% with black-box help, 94.1% with uncertainty-aware AI help, and 94.6% without AI help. Uncertainty-aware AI protected against bad AI advice to approve an incorrectly filled medication compared with black-box AI (83.3% vs 76.7%). When the AI recommended rejecting a correctly filled medication, pharmacists without AI help had a higher rate of correctly accepting the medication (94.6%) compared with uncertainty-aware AI help (86.2%) and black-box AI help (81.2%). Uncertainty-aware AI resulted in shorter reaction times than black-box AI and no AI help except in the scenario where "AI rejects the correct drug." Black-box AI did not lead to reduced reaction times compared with pharmacists acting alone. Conclusions Pharmacists' performance and reaction times varied by AI type and AI accuracy. Overall, uncertainty-aware AI resulted in faster decision-making and acted as a safeguard against bad AI advice to approve a misfilled medication. Conversely, black-box AI had the longest reaction times, and user performance degraded in the presence of bad AI advice. However, uncertainty-aware AI could result in unnecessary double-checks, but it is preferred over false negative advice, where patients receive the wrong medication. These results highlight the importance of well-designed AI that addresses users' needs, enhances performance, and avoids overreliance on AI.
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Affiliation(s)
- Corey Lester
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church Street, Ann Arbor, MI, 48109, United States, 1 734-647-8849
| | - Brigid Rowell
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church Street, Ann Arbor, MI, 48109, United States, 1 734-647-8849
| | - Yifan Zheng
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church Street, Ann Arbor, MI, 48109, United States, 1 734-647-8849
| | - Zoe Co
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church Street, Ann Arbor, MI, 48109, United States, 1 734-647-8849
- Department of Learning Health Sciences, University of Michigan School of Medicine, Ann Arbor, MI, United States
| | - Vincent Marshall
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church Street, Ann Arbor, MI, 48109, United States, 1 734-647-8849
| | - Jin Yong Kim
- Department of Industrial and Operations Engineering, College of Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Qiyuan Chen
- Department of Industrial and Operations Engineering, College of Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Raed Kontar
- Department of Industrial and Operations Engineering, College of Engineering, University of Michigan, Ann Arbor, MI, United States
| | - X Jessie Yang
- Department of Industrial and Operations Engineering, College of Engineering, University of Michigan, Ann Arbor, MI, United States
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Lee AK, Mejia JJ, Ferguson C, Li BH, Grant RW, Sudore RL. Expanded care planning paradigm for older adults with type 2 diabetes: Rationale, design, and protocol of the PREPARE for Your Diabetes Care randomized trial. Contemp Clin Trials 2025; 153:107913. [PMID: 40222399 DOI: 10.1016/j.cct.2025.107913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 03/25/2025] [Accepted: 04/09/2025] [Indexed: 04/15/2025]
Abstract
BACKGROUND As adults with type 2 diabetes (T2D) age, they are increasingly vulnerable to treatment-related hypoglycemia and subsequent complications including falls and hospitalizations. Care planning helps patients communicate what is most important for their medical care with their family, friends, and clinicians and could help reduce treatment-related complications of T2D in older adults. METHODS We applied an expanded care planning paradigm to the specific clinical problem of type 2 diabetes management in older patients. Applying user-centered design methods, we developed an educational, web-based program called "PREPARE for Your Diabetes Care," incorporating input and feedback from patient and provider key informants. A randomized controlled trial (RCT) of this program vs. usual care is being conducted among Kaiser Permanente Northern California members ≥75 years of age, prescribed insulin or sulfonylureas, and at high risk for hypoglycemia. The primary outcome of the RCT is clinically significant hypoglycemia episodes (self-reported 3+ symptomatic episodes of hypoglycemia, self-reported severe hypoglycemia, and/or ED or hospitalization for hypoglycemia). Secondary outcomes will include medication de-intensification, 5-item RAND Patient Satisfaction, and 5-item Perceived Efficacy in Patient - Physician Interactions. RESULTS This study has completed enrollment and randomized 673 participants; trial completion is expected in late 2025. CONCLUSIONS This research will evaluate an expanded care planning intervention to reduce treatment-related hypoglycemia in older adults with T2D. If successful, this web-based expanded care planning strategy could be applied to a wide variety of geriatric conditions requiring individualization of treatment based on patients' preferences. TRIAL REGISTRATION NUMBERS NCT05263310; Pre-results.
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Affiliation(s)
- Alexandra K Lee
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Jose J Mejia
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Clarissa Ferguson
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Brookelle H Li
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Richard W Grant
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Rebecca L Sudore
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA.
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Zeyfang A, Wernecke J, Bahrmann A. Diabetes Mellitus at an Elderly Age. Exp Clin Endocrinol Diabetes 2025; 133:168-176. [PMID: 40328261 DOI: 10.1055/a-2500-0428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/08/2025]
Affiliation(s)
- Andrej Zeyfang
- Department of Internal Medicine, Geriatric Medicine and Diabetology, medius KLINIK OSTFILDERN-RUIT, Ostfildern, Germany
| | - Jürgen Wernecke
- Department of Geriatric Medicine, Agaplesion Diakonieklinikum Hamburg, Hamburg, Germany
| | - Anke Bahrmann
- Department of Internal Medicine 3 - Cardiology, Angiology and Pneumology, University Hospital Heidelberg, Heidelberg, Germany
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Pham Nguyen TP, Leonard CE, Brensinger CM, Bilker WB, Chung SP, Horn JR, Bogar K, Miano TA, Hennessy S. Concomitant Use of Oral Anticoagulants With Oral Dipeptidyl Peptidase-4 Inhibitors and Serious Bleeding Events. Clin Pharmacol Ther 2025; 117:1012-1016. [PMID: 39262110 PMCID: PMC11893511 DOI: 10.1002/cpt.3442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 08/19/2024] [Indexed: 09/13/2024]
Abstract
In a prior screening study, saxagliptin, a dipeptidyl peptidase-4 inhibitor (DPP-4i), was found to have an increased rate of serious bleeding when used concomitantly with several oral anticoagulants (OACs). We aimed to confirm or refute the associations between concomitant use of individual OACs and DPP-4is and serious bleeding in a large US database, using self-controlled case series (SCCS) and case-crossover (CCO) designs. The study population was eligible Medicare beneficiaries co-exposed to a DPP-4i (precipitant) and either an OAC (object drug) or lisinopril (negative control object drug) in 2016-2020. For the SCCS, we used conditional Poisson regression to estimate adjusted rate ratios (RRs) between each co-exposure (vs. not) and serious bleeding and divided the RR by the adjusted RR for the corresponding lisinopril + precipitant pair to obtain ratios of RRs (RRRs). For the CCO, we estimated the adjusted odds ratios (ORs) of exposure to the precipitant in the focal window vs. referent window using multivariable conditional logistic regression and divided the ORs in the object drug-exposed cases over the ORs in negative object drug-exposed cases to obtain the ratios of ORs (RORs). The adjusted RRRs for serious bleeding ranged from 0.32 (0.05-1.91) for apixaban/lisinopril + saxagliptin to 3.49 (1.29-9.48) for warfarin/lisinopril + linagliptin. The adjusted RORs ranged from 0.01 (0.00-0.20) for rivaroxaban/lisinopril + saxagliptin to 2.99 (0.74-12.11) for apixaban/lisinopril + linagliptin. While we could not confirm previously identified signals because of statistical imprecision, several numerically elevated estimates still warrant caution in concomitant use and further examination.
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Affiliation(s)
- Thanh Phuong Pham Nguyen
- Center for Real‐World Effectiveness and Safety of TherapeuticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Center for Clinical Epidemiology and BiostatisticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of Biostatistics, Epidemiology, and InformaticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Translational Center of Excellence for Neuroepidemiology and Neurology Outcomes Research, Department of NeurologyUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Charles E. Leonard
- Center for Real‐World Effectiveness and Safety of TherapeuticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Center for Clinical Epidemiology and BiostatisticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of Biostatistics, Epidemiology, and InformaticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Leonard Davis Institute of Health Economics, University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Colleen M. Brensinger
- Center for Real‐World Effectiveness and Safety of TherapeuticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Center for Clinical Epidemiology and BiostatisticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of Biostatistics, Epidemiology, and InformaticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Warren B. Bilker
- Center for Real‐World Effectiveness and Safety of TherapeuticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Center for Clinical Epidemiology and BiostatisticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of Biostatistics, Epidemiology, and InformaticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of PsychiatryUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
| | | | - John R. Horn
- Department of PharmacyUniversity of Washington School of PharmacySeattleWashingtonUSA
| | - Kacie Bogar
- Center for Real‐World Effectiveness and Safety of TherapeuticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Center for Clinical Epidemiology and BiostatisticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of Biostatistics, Epidemiology, and InformaticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Todd A. Miano
- Center for Real‐World Effectiveness and Safety of TherapeuticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Center for Clinical Epidemiology and BiostatisticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of Biostatistics, Epidemiology, and InformaticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Sean Hennessy
- Center for Real‐World Effectiveness and Safety of TherapeuticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Center for Clinical Epidemiology and BiostatisticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Department of Biostatistics, Epidemiology, and InformaticsUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
- Leonard Davis Institute of Health Economics, University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
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Mühlenfeld HM. Demedikalisierung – weniger ist oft mehr. Dtsch Med Wochenschr 2025; 150:438-450. [PMID: 40164099 DOI: 10.1055/a-2492-9679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
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9
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Li X, Bayliss EA, Brookhart MA, Maciejewski ML. Assessing causality in deprescribing studies: A focus on adverse drug events and adverse drug withdrawal events. J Am Geriatr Soc 2025; 73:697-706. [PMID: 39446059 PMCID: PMC11908924 DOI: 10.1111/jgs.19241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 09/08/2024] [Accepted: 09/28/2024] [Indexed: 10/25/2024]
Abstract
Generating real-world evidence about the effect of medication discontinuation or dose reduction on outcomes, such as reduction of adverse drug effects (ADE; intended benefit) and occurrence of adverse drug withdrawal events (ADWE; unintended harm), is crucial to informing deprescribing decisions. Determining the causal effects of deprescribing is difficult for many reasons, including lack of randomization in real-world study designs and other design and measurement issues that pose threats to internal validity. The inherent challenge is how to identify the effects, both intended benefits and unintended harms, of a new medication stoppage or reduction when implemented in patients with many potential clinical and social risks that may influence the likelihood of deprescribing as well as outcomes. We discuss methodological issues of estimating the effect of medication discontinuation or reduction on risk of ADEs and ADWEs considering: (1) sampling study populations of sufficient size with the potential to demonstrate clinically meaningful and quantifiable outcomes, (2) accurate and appropriately timed measurement of covariates, outcomes, and discontinuation, and (3) statistical approaches to managing confounding and other biases inherent in long-term medication use by individuals with multiple morbidities. Designing rigorous deprescribing studies that address internal validity threats will support evidence generation by improving the ability to assess benefits and harms when the exposure of interest is the absence of a medication. Iterative learnings about data quality, variable definition, variable measurement, and exposure-outcome associations will inform strategies to improve the causal inferences possible in real-world deprescribing studies.
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Affiliation(s)
- Xiaojuan Li
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Elizabeth A Bayliss
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado, USA
- Department of Family Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - M Alan Brookhart
- Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
| | - Matthew L Maciejewski
- Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
- Center of Innovation to Accelerate Discovery & Practice Transformation, Durham VA Medical Center, Durham, North Carolina, USA
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, North Carolina, USA
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Kitchen M, Bryant M, Brown P, Woolley A, Kitchen S. Frozen/Thawed Samples Can Replace Fresh Samples for Assignment of ISI to Secondary Thromboplastin Standards for Multiple Reagent/Instrument Combinations: Data to Support Possible Revision of WHO Guidelines. Int J Lab Hematol 2025; 47:140-148. [PMID: 39266008 DOI: 10.1111/ijlh.14369] [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: 03/01/2024] [Revised: 08/15/2024] [Accepted: 08/22/2024] [Indexed: 09/14/2024]
Abstract
BACKGROUND Calibration of thromboplastins is required for accurate calculation of the international normalised ratio (INR). Accurate INR results are required for optimal dosing of vitamin K antagonists. Decreases in vitamin K antagonist usage have made the recruitment of sample sets for international sensitivity index (ISI) calibrations more difficult. A possible solution to this would be to allow the use of frozen-thawed samples in place of fresh plasmas in the calibration of secondary standards. OBJECTIVES We investigated the effect of freezing and thawing samples before usage in ISI calibrations of secondary standards. METHODS Multiple reagent/instruments were tested to identify the degree of difference between a fresh sample ISI calibration and one performed on frozen-thawed samples. Where possible, the two ISI calibrations were performed on the same sample set. Alternatively, a separate set of samples from different patients was used. RESULTS The difference in ISI values was <3% for those datasets where the same samples were used, and <6% for those datasets where two sample sets were used. Additionally, other parameters required for a valid ISI calibration showed only minor differences-some calibrations showed fewer outliers in the frozen-thawed datasets. Mean normal prothrombin time for the international reference thromboplastins was <3.5% different across four different calibrations (two for rabbit thromboplastin and two for recombinant human thromboplastin). CONCLUSIONS This modification to the WHO guidelines would facilitate the recruitment of test plasmas in advance of calibration solving the problem of requiring availability of fresh patient samples with a range of INRs in a 5-h window. TRIAL REGISTRATION Not a part of any clinical trial.
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Affiliation(s)
- Matthew Kitchen
- Coagulation Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, England
| | - Michelle Bryant
- Coagulation Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, England
| | - Paula Brown
- Coagulation Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, England
| | - Anita Woolley
- Coagulation Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, England
| | - Steve Kitchen
- Coagulation Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, England
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Elshazly M, Jawad S, Ahmed A, ElGeed H, Yusuff KB. Enablers and barriers to community pharmacists' readiness to implement deprescribing of inappropriate medications for older adults in Qatar. PLoS One 2025; 20:e0316363. [PMID: 39883709 PMCID: PMC11781633 DOI: 10.1371/journal.pone.0316363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Accepted: 12/09/2024] [Indexed: 02/01/2025] Open
Abstract
There is paucity of studies focused on the enablers and barriers to community pharmacists' readiness to deprescribe inappropriate medications for older adults in developing settings. The current study assessed the enablers and barriers to community pharmacists' readiness to implement deprescribing of inappropriate medications for older adults. A cross-sectional survey of 252 community pharmacists was conducted in Qatar with a pre-tested 24-item questionnaire developed with the theory of domain framework. Information about perceived enablers and barriers were elicited with a 5-point Likert-type scale. The response rate was 79.4% (200/252). The majority of the community pharmacists were females (54.5%), within the age range of 20-40 years (88.0%), had BSc / BPharm as the highest educational qualification (70.5%), were full-time employee (97.0%). The top-ranked enablers of community pharmacists' readiness to implement deprescribing were exposure to CPD on the use of deprescribing toolkits and algorithm (66%), interprofessional collaboration with physicians (60.5%) and shared electronic patient record (59.5%), and improved remuneration / re-imbursement 58%). The top-ranked barriers were lack of access to patient records (70.5%), ineffective collaboration with physicians (66.5%), lack of time due to heavy workload (65%), regulatory framework that limit expansion of clinical roles (51%) and intense focus on sales target (49%). The top-ranked enablers of community pharmacists' readiness to implement deprescribing were exposure to CPD on the use of deprescribing toolkits and algorithm, interprofessional collaboration with physicians and shared electronic patient record. These findings bode well for the implementation of community pharmacists-led deprescribing of inappropriate medications for older adults in Qatar. However, a number of critical barriers were identified, and these will require institutional, regulatory and organizational interventions to improve readiness.
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Affiliation(s)
- Marwa Elshazly
- Department of Clinical Pharmacy and Practice, College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Sondus Jawad
- Department of Clinical Pharmacy and Practice, College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Ayesha Ahmed
- Department of Clinical Pharmacy and Practice, College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Hager ElGeed
- Department of Clinical Pharmacy and Practice, College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Kazeem Babatunde Yusuff
- Department of Clinical Pharmacy and Practice, College of Pharmacy, QU Health, Qatar University, Doha, Qatar
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12
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Dauny V, Minaud A, Boutitie L, Genet B, Boddaert J, Zerah L. Use of a trigger tool to describe and screen drug-related hospital admissions in older adults: the TRIGGAge retrospective cohort study. Age Ageing 2025; 54:afae276. [PMID: 39775781 DOI: 10.1093/ageing/afae276] [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: 07/15/2024] [Indexed: 01/11/2025] Open
Abstract
INTRODUCTION Drug-related hospital admissions (DRAs) can account for 5%-40% of total hospital admissions in older adults, with a significant proportion deemed preventable. To increase the detection of DRAs, in 2021, a revised trigger tool listing 21 frequent causes of admissions and medications at risk was proposed. This study aimed to describe DRAs using this trigger tool in a French acute geriatric ward and to assess the performance of the tool. METHODS This was a retrospective cohort study in a 20-bed geriatric unit including all patients hospitalised in 2023. During the first quarter of 2024, each patient's chart was adjudicated by using a two-step standardised review procedure to assess whether the admission was a DRA. The potentially at cause medications and reasons for admission were also assessed. RESULTS During the study period, 483 patients were hospitalised in the acute-care geriatric ward (mean age 86.7 ± 6.15 years). After adjudication, 207 admissions (43%) were identified as DRAs; 70% were considered preventable. The main causes of DRAs were falls/fractures (33%), bleeding (23%) and delirium (14%). The drugs most frequently responsible were diuretics (21%), renin-angiotensin system inhibitors (20%) and direct oral anticoagulants (15%). The overall sensitivity and specificity of the tool for detecting DRAs was 90% (95% CI 88-93) and 72% (68-76), respectively. After adjudication, the trigger tool helped detect 83% more DRAs as compared with the attending geriatrician. CONCLUSION DRAs are frequent in a geriatric population and often preventable. Their detection may be improved by the use of a trigger tool.
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Affiliation(s)
- Vincent Dauny
- Département de Gériatrie, Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière-Département de Gériatrie, Paris, France
| | - Alix Minaud
- Département de Gériatrie, Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière-Département de Gériatrie, Paris, France
| | - Léa Boutitie
- Département de Gériatrie, Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière-Département de Gériatrie, Paris, France
| | - Bastien Genet
- Sorbonne Université, INSERM, Institut Pierre Louis D'Épidémiologie et de Santé Publique, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière, Paris, France
| | - Jacques Boddaert
- Département de Gériatrie, Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière-Département de Gériatrie, Paris, France
- Sorbonne Université, INSERM, Institut Pierre Louis D'Épidémiologie et de Santé Publique, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière, Paris, France
| | - Lorene Zerah
- Département de Gériatrie, Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière-Département de Gériatrie, Paris, France
- Sorbonne Université, INSERM, Institut Pierre Louis D'Épidémiologie et de Santé Publique, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière, Paris, France
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13
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Olson AW, Miller MJ, Pawloski PA, Waring SC, Kuntz JL, Li X, Wong J, Wright EA. Collaborative pharmacy research across integrated health systems: A purpose and promise for opportunities to study the complete medication-use process. Am J Health Syst Pharm 2025; 82:120-126. [PMID: 39324578 PMCID: PMC11701109 DOI: 10.1093/ajhp/zxae266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Indexed: 09/27/2024] Open
Affiliation(s)
- Anthony W Olson
- Research Division, Essentia Institute of Rural Health, Duluth, MN, and Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Duluth, MN, USA
| | | | - Pamala A Pawloski
- HealthPartners Institute, Bloomington, MN, and Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, USA
| | - Stephen C Waring
- Research Division, Essentia Institute of Rural Health, Duluth, MN, and Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Duluth, MN, USA
| | | | - Xiaojuan Li
- Department of Population Medicine, Harvard Medical School, Boston, MA, and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Jenna Wong
- Department of Population Medicine, Harvard Medical School, Boston, MA, and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Eric A Wright
- Center for Pharmacy Innovation & Outcomes, Geisinger, Scranton, PA, and Department of Bioethics and Decision Sciences and Department of Pharmacy, College of Health Sciences, Scranton, PA, USA
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14
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Wani AA, Abeer F. Application of machine learning techniques for warfarin dosage prediction: a case study on the MIMIC-III dataset. PeerJ Comput Sci 2025; 11:e2612. [PMID: 39896040 PMCID: PMC11784795 DOI: 10.7717/peerj-cs.2612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 11/25/2024] [Indexed: 02/04/2025]
Abstract
Warfarin, a commonly prescribed anticoagulant, poses significant dosing challenges due to its narrow therapeutic range and high variability in patient responses. This study applies advanced machine learning techniques to improve the accuracy of international normalized ratio (INR) predictions using the MIMIC-III dataset, addressing the critical issue of missing data. By leveraging dimensionality reduction methods such as principal component analysis (PCA) and t-distributed stochastic neighbor embedding (t-SNE), and advanced imputation techniques including denoising autoencoders (DAE) and generative adversarial networks (GAN), we achieved significant improvements in predictive accuracy. The integration of these methods substantially reduced prediction errors compared to traditional approaches. This research demonstrates the potential of machine learning (ML) models to provide more personalized and precise dosing strategies that reduce the risks of adverse drug events. Our method could integrate into clinical workflows to enhance anticoagulation therapy in cases of missing data, with potential applications in other complex medical treatments.
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Affiliation(s)
- Aasim Ayaz Wani
- School of Engineering, Cornell University, Ithaca, New York, United States
| | - Fatima Abeer
- Jahurul Islam Medical College, University of Dhaka, Bhagalpur, Bangladesh
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15
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Morita T, Sasabuchi Y, Yamana H, Hosoi T, Ogawa S, Ohbe H, Matsui H, Fushimi K, Yasunaga H. Effect of a Financial Incentive Scheme for Medication Review on Polypharmacy in Elderly Inpatients With Dementia: A Retrospective Before-and-After Study. J Patient Saf 2025; 21:30-34. [PMID: 39422523 DOI: 10.1097/pts.0000000000001294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
OBJECTIVES Polypharmacy is an important healthcare issue, especially in elderly patients with dementia. As an incentive to reduce polypharmacy, a health insurance reimbursement scheme was introduced in 2016 for medication review and the reduction of medications for inpatients in Japan. However, the effects of these incentive schemes were not evaluated. METHODS We identified 1,465,881 inpatients aged ≥65 years with dementia. An interrupted time-series analysis was conducted by fitting a Prais-Winsten linear regression model. The outcome measure was the number of classes of medications prescribed during discharge. RESULTS No significant changes were observed in the average number of medication classes at discharge immediately after the introduction of the scheme (coefficient: -0.022, 95% confidence interval [CI]: -0.17 to 0.13). The slope change, representing the effect of the intervention over time, was also not significant (coefficient: -0.00053, 95% confidence interval: -0.0012 to 0.00018). CONCLUSIONS The incentive scheme was not associated with a reduction in the number of medication classes at discharge among older inpatients with dementia.
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Affiliation(s)
- Takahito Morita
- From the Department of Clinical Epidemiology and Health Economics, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Yusuke Sasabuchi
- Department of Real-world Evidence, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | | | - Tatsuya Hosoi
- Department of Geriatric Medicine, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Sumito Ogawa
- Department of Geriatric Medicine, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | | | - Hiroki Matsui
- From the Department of Clinical Epidemiology and Health Economics, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Kiyohide Fushimi
- Department of Health Policy and Informatics, Tokyo Medical and Dental University Graduate School, Tokyo, Japan
| | - Hideo Yasunaga
- From the Department of Clinical Epidemiology and Health Economics, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
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16
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Coates MC, McClure LA, Vader D, Finley M, Sefcik JS, Gitlin LN, DiMaria-Ghalili RA. Impact of Polypharmacy on Symptoms and Health Outcomes in Older Adults With and Without Alzheimer's Disease and Related Dementias. Biol Res Nurs 2025; 27:47-59. [PMID: 39379018 DOI: 10.1177/10998004241289942] [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] [Indexed: 10/10/2024]
Abstract
BACKGROUND There is a critical gap in understanding the symptom experience and health outcomes of older adults with and without Alzheimer's Disease and related dementias (ADRD) and polypharmacy (PPY). The primary aim of the study was to compare the number of symptoms experienced over time in older adults with and without ADRD by polypharmacy status. The secondary aim was to examine the trajectory of physical function and health outcomes over time in each group. METHODS This study utilized longitudinal data from the National Health and Aging Trends Study, a nationally representative sample of Medicare beneficiaries from 2016-2019. The sample was separated into four groups (N = 2,052): neither ADRD or PPY (n = 1,048), PPY only (n = 761), ADRD only (n = 116), and both ADRD and PPY(n = 127). RESULTS The overall sample was predominately female (57.9%), White (70.9%), aged 84 or younger (75%), married (46%), and had some college or a college degree (50%). Participants with both ADRD and PPY experienced more symptoms on average, had higher odds of falls, hospitalizations, and mortality than all other groups. Older adults with both ADRD and PPY had lower physical function, needed more assistance with activities of daily living and higher assistive device utilization compared to the other three groups. CONCLUSIONS Findings indicate that older adults with both ADRD and PPY experience more symptoms, negative health outcomes and physical function decline that can negatively impact their quality of life. Further research is needed to identify strategies for reducing PPY in people with ADRD.
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Affiliation(s)
- Martha C Coates
- College of Nursing and Health Professions, Drexel University, Philadelphia, PA, USA
| | - Leslie A McClure
- Dornsife School of Public Health, Drexel University, Philadelphia, PA, USA
| | - Daniel Vader
- Dornsife School of Public Health, Drexel University, Philadelphia, PA, USA
| | - Margaret Finley
- College of Nursing and Health Professions, Drexel University, Philadelphia, PA, USA
| | - Justine S Sefcik
- College of Nursing and Health Professions, Drexel University, Philadelphia, PA, USA
| | - Laura N Gitlin
- College of Nursing and Health Professions, Drexel University, Philadelphia, PA, USA
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17
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Park CH, Ko YE, Heo GY, Kim BY, Oh SJ, Han SY, Park JT, Han SH, Yoo TH, Kang SW, Kim HW. Medication Burden and Adverse Cardiovascular Events and Death in Patients Treated with Maintenance Hemodialysis: A Nationwide Cohort Study. Clin J Am Soc Nephrol 2025; 20:72-80. [PMID: 39729594 PMCID: PMC11737448 DOI: 10.2215/cjn.0000000000000570] [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: 04/28/2024] [Accepted: 09/17/2024] [Indexed: 12/29/2024]
Abstract
Key Points A higher medication burden was associated with a higher risk of adverse events in patients receiving maintenance hemodialysis. Medication burden can serve as a clinically relevant risk indicator for cardiovascular events and all-cause death in patients on maintenance hemodialysis. Background A high medication burden is associated with adverse outcomes. Although patients with ESKD have a substantial medication burden, the relationship between the number of medications in use and clinical outcomes in these patients remains unclear. Hence, this study aimed to investigate the prognostic implications of medication burden regarding adverse outcomes in patients with ESKD on maintenance hemodialysis. Methods We analyzed 29,690 patients receiving maintenance hemodialysis who participated in the Periodic Hemodialysis Quality Assessment conducted by the Health Insurance Review and Assessment Service. The exposure of interest was the number of routinely prescribed oral medications. The main outcome was a composite of nonfatal cardiovascular events (nonfatal myocardial infarction, coronary revascularization, nonfatal stroke, or hospitalization for heart failure) or all-cause death (major adverse cardiac and cerebrovascular events [MACCEs]). The secondary outcomes were the individual components of the primary outcome. Results During a follow-up period of 146,749 person-years (median, 6.0 years), MACCEs occurred in 17,573 patients (59.2%). Higher medication burden was associated with progressively higher incidence of MACCEs (84.7, 107.2, 130.2, and 168.9 events per 1000 person-years in Q1–Q4, respectively). In a multivariable Cox proportional hazard model, the adjusted hazard ratios (95% confidence intervals) for the second, third, and highest quartiles were 1.05 (1.00 to 1.10), 1.12 (1.07 to 1.17), and 1.27 (1.21 to 1.33), respectively, compared with the lowest quartile. In continuous modeling, each increase in the number of medication was associated with a 1.03-fold (95% confidence interval, 1.03 to 1.04) higher risk of the primary outcome. Conclusion A high medication burden was independently associated with higher risk of adverse cardiovascular outcomes and all-cause death in patients receiving maintenance hemodialysis. These findings suggest that a high medication burden could be a useful indicator of adverse clinical outcomes in patients undergoing hemodialysis.
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Affiliation(s)
- Cheol Ho Park
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea
| | - Ye Eun Ko
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ga Young Heo
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea
| | - Bo Yeon Kim
- Healthcare Review and Assessment Committee, Health Insurance Review and Assessment Service, Wonju, Republic of Korea
| | - Seong Ju Oh
- Quality Assessment Department, Health Insurance Review and Assessment Service, Wonju, Republic of Korea
| | - So Young Han
- Quality Assessment Department, Health Insurance Review and Assessment Service, Wonju, Republic of Korea
| | - Jung Tak Park
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Hyeok Han
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Tae-Hyun Yoo
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Shin-Wook Kang
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hyung Woo Kim
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea
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18
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Ea AML, Cross AJ, Martini A, Wesson J, Bell JS. Generating and translating evidence for safe and effective medication management in aged care homes. Br J Clin Pharmacol 2025; 91:84-94. [PMID: 39434204 DOI: 10.1111/bcp.16269] [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: 06/04/2024] [Revised: 09/08/2024] [Accepted: 09/10/2024] [Indexed: 10/23/2024] Open
Abstract
Generating and translating high-quality evidence is integral to providing safe and effective medication management for residents of aged care homes. Residents are often under-represented in trials of medication effectiveness and safety. This paper reviews opportunities and challenges for generating and translating evidence for safe and effective medication management in aged care homes. There are an increasing number of randomized controlled trials (RCTs) being conducted in aged care homes. Observational studies can also help address the evidence-practice gap arising from underrepresentation of residents in RCTs. Stepped-wedge and helix counterbalanced designs may help overcome limitations of traditional RCTs for evaluating medication management interventions in the aged care setting. Strategies for generating evidence include building effective partnerships with aged care homes and organizations, using novel trial designs, leveraging existing data and knowledge sharing through international platforms. Strategies for translating evidence include using quality indicators for audit and feedback, provision of education and training, engaging internal and external stakeholders, and development of local action plans and guideline implementation tools. There is an emerging interest in the role of knowledge brokers to facilitate knowledge translation. Future directions for generating and translating evidence include strengthening international research collaboration, industry partnerships, standardizing aged care home data to support national and international comparisons, and optimizing the use of technology. Initiatives may include improving access to routinely collected administrative health and medication data for conducting high-quality observational studies. Future studies should assess outcomes prioritized by residents to ensure that medication management strategies are tailored to their needs.
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Affiliation(s)
- Annie M L Ea
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville Campus, Parkville, Victoria, Australia
| | - Amanda J Cross
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville Campus, Parkville, Victoria, Australia
| | - Angelita Martini
- Calvary Health Care, New South Wales, Australia, University of Western Australia, Western Australia, Australia
| | - Jacqueline Wesson
- Ageing and Health Research Unit, Discipline of Occupational Therapy, Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - J Simon Bell
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville Campus, Parkville, Victoria, Australia
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Mithoowani S, Bungard T, Castellucci L, Crowther M, de Wit K, Dowlatshahi D, Forbes N, Lin K, Siegal DM. Multidisciplinary Expert Guidance for the Management of Severe Bleeding on Oral Anticoagulation: An Algorithm for Practicing Clinicians. Thromb Haemost 2024. [PMID: 39515380 DOI: 10.1055/a-2464-2887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Bleeding complications associated with oral anticoagulant (OAC) frequently lead to emergency department visits and hospitalization. Short-term all-cause mortality after severe bleeding is substantial ranging from approximately 10% for gastrointestinal bleeding (the most frequent single site) to approximately 50% for intracranial bleeding. A protocol for multidisciplinary approach to bleeding is needed to (i) ensure rapid identification of patients at risk of adverse outcomes, (ii) optimize delivery of supportive measures, (iii) treat the source of bleeding, and (iv) administer anticoagulant reversal or hemostatic therapies judiciously for patients most likely to benefit. We convened a multidisciplinary panel of experts (emergency medicine, gastroenterology, general internal medicine, hematology, neurology, pharmacy, thrombosis) to review the literature and provide practical guidance including a corresponding algorithm for use at the point of care to assist clinicians in the management of patients with acute severe OAC-related bleeding.
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Affiliation(s)
| | - Tammy Bungard
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - Lana Castellucci
- Department of Medicine, University of Ottawa, Ottawa, Canada
- Inflammation and Chronic Disease Program, Ottawa Hospital Research Institute, Ottawa, Canada
| | - Mark Crowther
- Department of Medicine, McMaster University, Hamilton, Canada
| | - Kerstin de Wit
- Department of Emergency Medicine, Queen's University, Kingston, Canada
| | - Dar Dowlatshahi
- Department of Medicine, University of Ottawa, Ottawa, Canada
- Inflammation and Chronic Disease Program, Ottawa Hospital Research Institute, Ottawa, Canada
| | - Nauzer Forbes
- Department of Medicine, University of Calgary, Calgary, Canada
| | - Katie Lin
- Department of Medicine, University of Calgary, Calgary, Canada
| | - Deborah M Siegal
- Department of Medicine, University of Ottawa, Ottawa, Canada
- Inflammation and Chronic Disease Program, Ottawa Hospital Research Institute, Ottawa, Canada
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20
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Huang Y, Xu M, Ma X, Wang W, Shen C, Liu F, Chen Z, Wang J, Guo Q, Li X. Characterizing ADRs of Enfortumab vedotin and Erdafitinib in bladder cancer treatment: a descriptive analysis from WHO-VigiAccess. Front Pharmacol 2024; 15:1503154. [PMID: 39712492 PMCID: PMC11659001 DOI: 10.3389/fphar.2024.1503154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Accepted: 11/21/2024] [Indexed: 12/24/2024] Open
Abstract
Introduction Enfortumab vedotin (EV) and Erdafitinib are effective therapeutic drugs for bladder cancer patients following post-chemotherapy and immunotherapy. This study assessed adverse drug reactions (ADRs) from both drugs, comparing their safety profiles to guide clinical use. Methods A retrospective descriptive analysis was conducted on ADR reports for EV and Erdafitinib from the World Health Organization (WHO)-VigiAccess database. Data on patient demographics, system organ classes (SOCs), global patient regions, symptoms, and ADRs frequencies were analyzed and compared. Results As of 2024, 3,438 ADR reports were identified (2,257 for EV and 1,181 for Erdafitinib). The number of adverse reaction reports for EV is significantly higher than that for Erdafitinib. Among them, the SOC with the most adverse signals is gastrointestinal disorders, with the top five reports being nausea, gastrointestinal disorders, dry mouth, abdominal pain, and diarrhea. The top five reported adverse events (AEs) for EV are as follows: skin and subcutaneous tissue disorders (20.70%), general disorders and administration site conditions (14.23%), nervous system disorders (11.12%), gastrointestinal disorders (7.78%), and metabolism and nutrition disorders (6.47%). In contrast, the top five AEs for Erdafitinib are: general disorders and administration site conditions (25.36%), skin and subcutaneous tissue disorders (10.94%), gastrointestinal disorders (10.19%), eye disorders (9.21%), and injury poisoning and procedural complications (7.31%). Conclusion Our study identified and compared potential and novel ADRs between EV and Erdafitinib, providing key insights into their safety profiles and highlighting the need for personalized treatment strategies based on individual patient risk factors.
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Affiliation(s)
- Yuanbin Huang
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Meiqi Xu
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Xinmiao Ma
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Wei Wang
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Chen Shen
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Fei Liu
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Zhiqi Chen
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Jiawen Wang
- Department of Urology, Fujian Provincial Hospital, Fuzhou, China
| | - Qian Guo
- Department of Rhinology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, China
| | - Xiancheng Li
- Second Affiliated Hospital of Dalian Medical University, Dalian Medical University, Dalian, China
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Youn MS, Ahn SH, Kim JH. Pharmacogenomic profiling of the South Korean population: Insights and implications for personalized medicine. Front Pharmacol 2024; 15:1476765. [PMID: 39691389 PMCID: PMC11650365 DOI: 10.3389/fphar.2024.1476765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 10/16/2024] [Indexed: 12/19/2024] Open
Abstract
Adverse drug reactions (ADRs) pose substantial public health issues, necessitating population-specific characterization due to variations in pharmacogenes. This study delineates the pharmacogenomic (PGx) landscape of the South Korean (SKR) population, focusing on 21 core pharmacogenes. Whole genome sequencing (WGS) was conducted on 396 individuals, including 99 healthy volunteers, 95 patients with chronic diseases, 81 with colon cancer, 81 with breast cancer, and 40 with gastric cancer, to identify genotype-specific drug dosing recommendations. Our detailed analysis, utilizing high-throughput genotyping (HTG) of CYP2D6 and comparative data from the 1,000 Genomes Project (1 KG) and the US National Marrow Donor Program (NMDP), revealed significant pharmacogenetic diversity in core pharmacogenes such as CYP2B6, CYP2C19, CYP4F2, NUDT15, and CYP2D6. Notably, intermediate metabolizer frequencies for CYP2B6 in SKR (3.28%) were comparable to Europeans (5.77%) and East Asians (5.36%) but significantly differed from other global populations (p < 0.01). For CYP2C19, 48.74% of SKR individuals were classified as intermediate metabolizers, with the *35 allele (2.02%) being unique to SKR, the allele not observed in other East Asian populations. Additionally, the high-risk *3 allele in CYP4F2 was significantly more frequent in SKR (34.72%) than in other East Asian populations (p < 0.01). NUDT15 poor metabolizers were found in 0.76% of SKR, aligning closely with other East Asians (1.59%), while TPMT poor metabolizers were predominantly observed in Europeans and Africans, with one case in SKR. We identified significant allele frequency differences in CYP2D6 variants rs1065852 and rs1135840. Among the 72 drugs analyzed, 93.43% (n = 370) of patients required dosage adjustments for at least one drug, with an average of 4.5 drugs per patient. Moreover, 31.31% (n = 124) required adjustments for more than five drugs. These findings reveal the substantial pharmacogenetic diversity of the SKR population within the global population, emphasizing the urgency of integrating population-specific PGx data into clinical practice to ensure safe and effective drug therapies. This comprehensive PGx profiling in SKR not only advances personalized medicine but also holds the potential to significantly improve healthcare outcomes on a broader scale.
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Affiliation(s)
- Mi Seon Youn
- Seoul National University Biomedical Informatics (SNUBI), Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Se Hwan Ahn
- Seoul National University Biomedical Informatics (SNUBI), Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ju Han Kim
- Seoul National University Biomedical Informatics (SNUBI), Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
- Seoul National University Biomedical Informatics (SNUBI), Division of Biomedical Informatics, Seoul National University College of Medicine, Seoul, Republic of Korea
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Abudahab S, Kronfol MM, Dozmorov MG, Campbell T, Jahr FM, Nguyen J, AlAzzeh O, Al Saeedy DY, Victor A, Lee S, Malay S, Lapato DM, Halquist MS, McRae M, Deshpande LS, Slattum PW, Price ET, McClay JL. Genome-wide analysis of hepatic DNA methylation reveals impact of epigenetic aging on xenobiotic metabolism and transport genes in an aged mouse model. GeroScience 2024; 46:5967-5980. [PMID: 38558216 PMCID: PMC11493898 DOI: 10.1007/s11357-024-01137-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 03/13/2024] [Indexed: 04/04/2024] Open
Abstract
Hepatic xenobiotic metabolism and transport decline with age, while intact xenobiotic metabolism is associated with longevity. However, few studies have examined the genome-wide impact of epigenetic aging on these processes. We used reduced representation bisulfite sequencing (RRBS) to map DNA methylation changes in liver DNA from mice ages 4 and 24 months. We identified several thousand age-associated differentially methylated sites (a-DMS), many of which overlapped genes encoding Phase I and Phase II drug metabolizing enzymes, in addition to ABC and SLC classes of transporters. Notable genes harboring a-DMS were Cyp1a2, Cyp2d9, and Abcc2 that encode orthologs of the human drug metabolizing enzymes CYP1A2 and CYP2D6, and the multidrug resistance protein 2 (MRP2) transporter. Cyp2d9 hypermethylation with age was significantly associated with reduced gene expression, while Abcc2 expression was unchanged with age. Cyp1a2 lost methylation with age while, counterintuitively, its expression also reduced with age. We hypothesized that age-related dysregulation of the hepatic transcriptional machinery caused down-regulation of genes despite age-related hypomethylation. Bioinformatic analysis of hypomethylated a-DMS in our sample found them to be highly enriched for hepatic nuclear factor 4 alpha (HNF4α) binding sites. HNF4α promotes Cyp1a2 expression and is downregulated with age, which could explain the reduction in Cyp1a2 expression. Overall, our study supports the broad impact of epigenetic aging on xenobiotic metabolism and transport. Future work should evaluate the interplay between hepatic nuclear receptor function and epigenetic aging. These results may have implications for studies of longevity and healthy aging.
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Affiliation(s)
- Sara Abudahab
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Mohamad M Kronfol
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Mikhail G Dozmorov
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA
- Department of Pathology, Virginia Commonwealth University, Richmond, VA, USA
| | - Thomas Campbell
- Department of Pharmaceutics, Virginia Commonwealth University, Richmond, VA, USA
| | - Fay M Jahr
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Jasmine Nguyen
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Ola AlAzzeh
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Dalia Y Al Saeedy
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Ashley Victor
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Sera Lee
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Shravani Malay
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Dana M Lapato
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Matthew S Halquist
- Department of Pharmaceutics, Virginia Commonwealth University, Richmond, VA, USA
| | - MaryPeace McRae
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Laxmikant S Deshpande
- Department of Neurology, Virginia Commonwealth University, Richmond, VA, USA
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, Richmond, VA, USA
| | - Patricia W Slattum
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
- Virginia Center On Aging, Virginia Commonwealth University, Richmond, VA, USA
| | - Elvin T Price
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA
| | - Joseph L McClay
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Dr. Joseph L. McClay, 6Th floor Smith Building, 410 North 12Th Street, Medical College of Virginia Campus, Richmond, VA, 23298-0533, USA.
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Bamps J, Lelubre S, Cauchies AS, Devillez A, Almpanis C, Patris S. Identification of seniors at risk (ISAR) score and potentially inappropriate prescribing: a retrospective cohort study. Int J Clin Pharm 2024; 46:1345-1351. [PMID: 38954078 DOI: 10.1007/s11096-024-01766-2] [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: 02/05/2024] [Accepted: 05/30/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Potentially inappropriate prescribing (PIP) is usually associated with a higher risk of adverse health outcomes. It is therefore important to identify PIP in older adults. However, there are no clear prioritisation strategies to select patients requiring prescription reviews. AIM The aim of this study was to assess the association between the identification of seniors at risk (ISAR) score and the number of PIPs. METHOD A 12-month retrospective hospital-based study was conducted. PIPs, including potentially inappropriate medications (PIMs) and potential prescribing omissions (PPOs), were detected using the STOPP/START tool. Multivariate linear regressions were conducted to identify factors associated with the number of PIPs. Sensitivity, specificity, Youden index, and ROC curve were calculated to determine the predictive power of ISAR score. RESULTS This study included 266 records. The analysis led to the detection of 420 PIMs and 210 PPOs, with a prevalence of 80.1% and 54.9%, respectively. Multivariate linear regression revealed that the ISAR score (p = 0.041), and the number of medications (p < 0.001) were determinants of PIP. The number of medications remained the sole determinant of the number of PIMs (p < 0.001), while living in a nursing home was the only determinant of the number of PPOs (p = 0.036). CONCLUSION The study showed that the ISAR score and the number of medications were independently associated with the number of PIPs. Considering the use of the ISAR score and the number of medications may be useful strategies to prioritise patients for whom prescribing appropriateness should be assessed using explicit criteria.
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Affiliation(s)
- Julien Bamps
- Clinical Pharmacy Unit, Faculty of Medicine and Pharmacy, University of Mons (UMONS), Chemin du Champ de Mars, 25, Bât. 6, 7000, Mons, Belgium.
| | - Sophie Lelubre
- Clinical Pharmacy Unit, Faculty of Medicine and Pharmacy, University of Mons (UMONS), Chemin du Champ de Mars, 25, Bât. 6, 7000, Mons, Belgium
| | | | | | | | - Stéphanie Patris
- Clinical Pharmacy Unit, Faculty of Medicine and Pharmacy, University of Mons (UMONS), Chemin du Champ de Mars, 25, Bât. 6, 7000, Mons, Belgium
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Murton SA, McBain L, Morris C, Jaine E, Gray L. Prescribing deprescribing for polypharmacy in Aotearoa New Zealand; experiences of a medication review activity in final year medical students on a general practice module. J Prim Health Care 2024; 16:357-363. [PMID: 39704769 DOI: 10.1071/hc23169] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 05/20/2024] [Indexed: 12/21/2024] Open
Abstract
Introduction This study explored the experiences of students and their supervisors undertaking a medication review activity during a 6-week general practice module in their final year of medical school at University of Otago, Wellington, Aotearoa New Zealand. Aim The study sought the self-reported value of the activity in learning about prescribing, reflecting on polypharmacy, deprescribing, and changes to future practice for both student and supervisor. Methods All students in the final year general practice module were invited to complete a survey over a 12-month period, as were their supervisors. An abductive thematic analysis of survey results was performed. Results Fifty-eight percent (48/87) of students and 30% (10/33) of supervisors completed surveys. Five themes were identified in the analysis of qualitative data: value of the medication review, complexities of medicines, importance of monitoring, value of resources, and supervisor reflections on value to the student. Student and supervisor responses reflected on prescribing practice beyond what medication to give when. All responses described benefit to patients and the majority expressed thoughts on how it would change their future prescribing. Discussion The medication review activity in the final year general practice module provides learning opportunities for both student and general practitioner supervisor. This activity emphasises the risks of polypharmacy and how to deprescribe. This study underlines the value of medication reviews as intraprofessional communication activities, allowing reflection beyond what medication to prescribe and for what condition. The results underline the importance of reflecting on practice and aids quality improvement benefit to patients.
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Affiliation(s)
- Samantha A Murton
- University of Otago, Wellington, Department of Primary Health Care and General Practice, Te Whare Wananga o Otago ki Te Whanga-Nui-a-Tara, 6242, New Zealand/Aotearoa
| | - Lynn McBain
- University of Otago, Wellington, Department of Primary Health Care and General Practice, Te Whare Wananga o Otago ki Te Whanga-Nui-a-Tara, 6242, New Zealand/Aotearoa
| | - Caroline Morris
- University of Otago, Wellington, Department of Primary Health Care and General Practice, Te Whare Wananga o Otago ki Te Whanga-Nui-a-Tara, 6242, New Zealand/Aotearoa
| | - Estelle Jaine
- University of Otago, Wellington, Department of Primary Health Care and General Practice, Te Whare Wananga o Otago ki Te Whanga-Nui-a-Tara, 6242, New Zealand/Aotearoa
| | - Lesley Gray
- University of Otago, Wellington, Department of Primary Health Care and General Practice, Te Whare Wananga o Otago ki Te Whanga-Nui-a-Tara, 6242, New Zealand/Aotearoa
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Growdon ME, Jing B, Yaffe K, Karliner LS, Possin KL, Portacolone E, Boscardin WJ, Harrison KL, Steinman MA. High-risk medication use among older adults with cognitive impairment living alone in the United States. J Am Geriatr Soc 2024; 72:3719-3729. [PMID: 39056523 PMCID: PMC11637944 DOI: 10.1111/jgs.19108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 06/11/2024] [Accepted: 07/02/2024] [Indexed: 07/28/2024]
Abstract
BACKGROUND More than one-fourth of older adults with cognitive impairment (CI) live alone; these individuals often lack support for medication management and face a high risk of adverse drug events. We characterized the frequency and types of high-risk medications used by older adults with CI living alone and, for context, compared patterns with those in older adults with CI living with others. METHODS This was a cross-sectional study of National Health and Aging Trends Study (NHATS) data and Medicare claims (2015-2017). We ascertained cognitive status from NHATS and medication use with Part D claims. We compared high-risk medication use (those with adverse cognitive effects or low tolerance for misuse) among older adults with CI living alone versus living with others using logistic regression models adjusted for demographic/clinical factors. RESULTS The unweighted sample included 1569 older adults with CI, of whom 491 (weighted national estimate, 31%) were living alone. In the living-alone group, the mean age was 79.9 years and 66% were female, 64% reported managing medications on their own without difficulty, 14% reported managing medications on their own with difficulty, and 18% received total support with medication management. Older adults with CI living alone used a median of 5 medications (IQR, 3-8), 16% took ≥10 medications, and 46% took ≥1 high-risk medication (anticholinergic/sedating: 24%; opioid: 13%; anticoagulant: 10%; sulfonylurea: 10%; insulin: 9%). Compared with those living with others, the use of high-risk medications was similar (p > 0.05 for unadjusted/adjusted comparisons). Those living alone were more likely both to take at least one high-risk medication and not receive help with medication management: 34% in those living alone versus 23% living with others (p < 0.05 for unadjusted/adjusted comparisons). CONCLUSIONS Older adults with CI living alone use many medications; nearly half use high-risk medications. Our findings can inform medication optimization interventions supporting this vulnerable population.
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Affiliation(s)
- Matthew E Growdon
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, California, USA
- San Francisco VA Medical Center, San Francisco, California, USA
| | - Bocheng Jing
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, California, USA
- San Francisco VA Medical Center, San Francisco, California, USA
| | - Kristine Yaffe
- San Francisco VA Medical Center, San Francisco, California, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
- Department of Psychiatry, University of California, San Francisco, California, USA
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, California, USA
- The Global Brain Health Institute, University of California, San Francisco, California, USA
| | - Leah S Karliner
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, California, USA
| | - Katherine L Possin
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, California, USA
- The Global Brain Health Institute, University of California, San Francisco, California, USA
| | - Elena Portacolone
- Institute for Health & Aging, University of California, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, California, USA
| | - W John Boscardin
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, California, USA
- San Francisco VA Medical Center, San Francisco, California, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Krista L Harrison
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, California, USA
- The Global Brain Health Institute, University of California, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, California, USA
| | - Michael A Steinman
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, California, USA
- San Francisco VA Medical Center, San Francisco, California, USA
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Fu YH, Castora-Binkley M, Coe AB, Snyder ME, Cooke CE, Vogel CE, Hines L, Lyles A, Brandt N. Applying the Andersen behavioral model to the medication therapy management program: an approach for improving medication safety in older adults. Front Public Health 2024; 12:1499362. [PMID: 39639895 PMCID: PMC11619275 DOI: 10.3389/fpubh.2024.1499362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 11/04/2024] [Indexed: 12/07/2024] Open
Abstract
Medication therapy problems (MTPs) are common among older adults and are associated with considerable morbidity, mortality, and healthcare costs. The Medicare Part D Medication Therapy Management (MTM) program, which includes Comprehensive Medication Reviews (CMRs), Targeted Medication Reviews (TMRs), and guidance on safe medication disposal, is designed to optimize therapeutic outcomes and reduce adverse events by addressing MTPs. Although this program has demonstrated success in reducing MTPs, its utilization remains low, with ongoing concerns about service access disparities, patient satisfaction, and long-term health outcomes. This perspective paper applies the Andersen Behavioral Model (ABM) to the Medicare Part D MTM program to enhance understanding of factors influencing service utilization and impact among older adults. The ABM provides a structured framework to examine how macro-and micro-level factors shape health behaviors and outcomes. By applying ABM framework to MTM, this paper highlights essential research directions to generate rigorous evidence for program evaluation, inform policy adjustments, and make targeted recommendations for improving MTM within the U.S. healthcare system. Furthermore, this work has potential implications for global programs aimed at enhancing medication safety by addressing MTPs and optimizing medication use.
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Affiliation(s)
- Yu-Hua Fu
- Department of Practice, Sciences and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, MD, United States
- Peter Lamy Center on Drug Therapy and Aging, University of Maryland Baltimore, School of Pharmacy, Baltimore, MD, United States
| | | | - Antoinette B. Coe
- College of Pharmacy, University of Michigan, Ann Arbor, MI, United States
| | - Margie E. Snyder
- College of Pharmacy, Purdue University, Indianapolis, IN, United States
| | - Catherine E. Cooke
- Department of Practice, Sciences and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, MD, United States
- Peter Lamy Center on Drug Therapy and Aging, University of Maryland Baltimore, School of Pharmacy, Baltimore, MD, United States
| | | | - Lisa Hines
- Pharmacy Quality Alliance, Alexandria, VA, United States
| | - Alan Lyles
- College of Public Affairs, University of Baltimore, Baltimore, MD, United States
- Henry A. Rosenberg Professor of Government, Business, and Nonprofit Partnerships, University of Baltimore, Baltimore, MD, United States
| | - Nicole Brandt
- Department of Practice, Sciences and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, MD, United States
- Peter Lamy Center on Drug Therapy and Aging, University of Maryland Baltimore, School of Pharmacy, Baltimore, MD, United States
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Oliveira RF, Oliveira AI, Cruz A, Ribeiro O, Afreixo V, Pimentel F. Complexity of the Therapeutic Regimen in Older Adults with Cancer: Associated Factors. Pharmaceuticals (Basel) 2024; 17:1541. [PMID: 39598449 PMCID: PMC11597645 DOI: 10.3390/ph17111541] [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: 10/25/2024] [Revised: 11/13/2024] [Accepted: 11/15/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND/OBJECTIVES Population aging is a worldwide phenomenon and is often associated with multimorbidity and polypharmacy. Complex medication regimens are common among older adults and contribute to the occurrence of harmful health outcomes. Age is one of the main risk factors for cancer. This study aimed to determine and characterize the therapeutic complexity in older patients with cancer, and analyze the factors associated with high complexity and the impact of the oncological context. METHODS A cross-sectional study with patients aged ≥65 years with cancer was conducted in three hospitals in northern Portugal. Data collection was obtained using self-reports. The medication regimen complexity was assessed using the Medication Regimen Complexity Index (MRCI). Descriptive and association statistical analysis were performed. Logistic, linear, simple and multiple regression analysis were conducted, with and without automatic variable selection. RESULTS A total of 552 patients were included (median age, 71; IQR, 68-76). The mean MRCI before the oncological context was 18.67 (SD 12.60) and 27.39 (SD 16.67) after the oncological context, presenting a statistically significant difference in the values obtained (p < 0.001). An elevated complexity was significantly associated with polypharmacy, chronic diseases and with the administration of high-risk medications (p < 0.05). High MRCI values showed a relationship with the occurrence of potential drug interactions (p < 0.001). There was no relationship with the existence of cardiac risk comorbidity. CONCLUSIONS This study demonstrated the existence of high therapeutic complexity in older patients with cancer, suggesting the need for intervention to prevent medication-related problems in this vulnerable population.
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Affiliation(s)
- Rita F. Oliveira
- REQUIMTE/LAQV, ESS, Polytechnic of Porto, Rua Dr. António Bernardino de Almeida 400, 4200-072 Porto, Portugal; (A.I.O.); (A.C.)
- Center for Health Technology and Services Research at the Associate Laboratory RISE—Health Research Network (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro (UA), 3810-193 Aveiro, Portugal;
| | - Ana I. Oliveira
- REQUIMTE/LAQV, ESS, Polytechnic of Porto, Rua Dr. António Bernardino de Almeida 400, 4200-072 Porto, Portugal; (A.I.O.); (A.C.)
| | - Agostinho Cruz
- REQUIMTE/LAQV, ESS, Polytechnic of Porto, Rua Dr. António Bernardino de Almeida 400, 4200-072 Porto, Portugal; (A.I.O.); (A.C.)
| | - Oscar Ribeiro
- Center for Health Technology and Services Research at the Associate Laboratory RISE—Health Research Network (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro (UA), 3810-193 Aveiro, Portugal;
| | - Vera Afreixo
- Center for Research and Development in Mathematics and Applications (CIDMA), Department of Mathematics, University of Aveiro (UA), 3810-193 Aveiro, Portugal;
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Escal J, Poenou G, Delavenne X, Bezzeghoud S, Mismetti V, Humbert M, Montani D, Bertoletti L. Tailoring oral anticoagulant treatment in the era of multi-drug therapies for PAH and CTEPH. Blood Rev 2024; 68:101240. [PMID: 39245607 DOI: 10.1016/j.blre.2024.101240] [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: 06/26/2024] [Revised: 08/31/2024] [Accepted: 09/02/2024] [Indexed: 09/10/2024]
Abstract
The use of oral anticoagulants in the management of pulmonary arterial hypertension (PAH) and chronic thromboembolic pulmonary hypertension (CTEPH) presents distinct therapeutic challenges and benefits. In PAH, the benefits of oral anticoagulation are uncertain, with studies yielding mixed results on their efficacy and safety. Conversely, oral anticoagulants are a cornerstone in the treatment of CTEPH, where their use is consistently recommended to prevent recurrent thromboembolic events. The choice between vitamin K antagonists (VKAs) and direct oral anticoagulants (DOACs) remains a significant clinical question, as each type presents advantages and potential drawbacks. Furthermore, drug-drug interactions (DDIs) with concomitant PAH and CTEPH treatments complicate anticoagulant management, necessitating careful consideration of individual patient regimens. This review examines the current evidence on oral anticoagulant use in PAH and CTEPH and discusses the implications of DDIs within a context of multi-drug treatments, including targeted drugs in PAH.
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Affiliation(s)
- Jean Escal
- INSERM UMR1059, Université Jean Monnet, F-42023 Saint-Etienne, France; Laboratoire de Pharmacologie et Toxicologie, CHU de Saint-Etienne, F-42055 Saint-Etienne, France.
| | - Geraldine Poenou
- INSERM UMR1059, Université Jean Monnet, F-42023 Saint-Etienne, France; Service de Médecine Vasculaire et Thérapeutique, CHU de Saint-Etienne, F-42055 Saint-Etienne, France.
| | - Xavier Delavenne
- INSERM UMR1059, Université Jean Monnet, F-42023 Saint-Etienne, France; Laboratoire de Pharmacologie et Toxicologie, CHU de Saint-Etienne, F-42055 Saint-Etienne, France.
| | - Souad Bezzeghoud
- Service de Médecine Vasculaire et Thérapeutique, INSERM CIC-1408, CHU de Saint-Etienne, F-42055 Saint-Etienne, France.
| | - Valentine Mismetti
- INSERM UMR1059, Université Jean Monnet, F-42023 Saint-Etienne, France; Service de Pneumologie, CHU de Saint-Etienne, F-42055 Saint-Etienne, France.
| | - Marc Humbert
- INSERM UMR-S 999, Université Paris-Saclay, Paris, France; Service de Pneumologie et Soins Intensifs Respiratoires, Hôpital Bicêtre (APHP), Le Kremlin-Bicêtre, France.
| | - David Montani
- INSERM UMR-S 999, Université Paris-Saclay, Paris, France; Service de Pneumologie et Soins Intensifs Respiratoires, Centre de Référence de L'Hypertension Pulmonaire OrphaLung, Hôpital de Bicêtre (APHP), Le Kremlin-Bicêtre, France.
| | - Laurent Bertoletti
- INSERM UMR1059, Université Jean Monnet, F-42023 Saint-Etienne, France; Service de Médecine Vasculaire et Thérapeutique, INSERM CIC-1408, INNOVTE, CHU de Saint-Etienne, F-42055 SaintEtienne, France.
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Sohn BC, Tung EE, Takahashi PY, Verdoorn BP. Clinician's Guide to Geriatric Assessment. Mayo Clin Proc 2024; 99:1773-1784. [PMID: 39387794 DOI: 10.1016/j.mayocp.2024.08.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 07/24/2024] [Accepted: 08/21/2024] [Indexed: 10/15/2024]
Abstract
The population of older adults is rapidly growing worldwide. Because of the substantial shortage of geriatricians, all clinicians need basic fluency in older adult care. In our approach to evaluating an older adult in the clinic or at the bedside, we apply the "Geriatric 5Ms" framework to manage the patient's care. The Geriatric 5Ms consist of the following key steps. First, consider the mind: the cognitive and psychological domains of a patient's health. Second, evaluate mobility and fall risk. Third, review and reconcile medications, particularly high-risk medications. Fourth, ask what matters most to the patient. Fifth, assess multicomplexity: how the intersection of multiple chronic conditions and social determinants of health influence the patient's health care management. Herein, we provide clinicians with practical suggestions and resources for quickly and effectively applying the Geriatric 5Ms to the care of older adults.
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Affiliation(s)
- Bonnie C Sohn
- Fellow in the Division of Community Internal Medicine, Geriatrics, and Palliative Care, Mayo Clinic School of Graduate Medical Education, Mayo Clinic College of Medicine and Science
| | - Ericka E Tung
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Mayo Clinic, Rochester, MN
| | - Paul Y Takahashi
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Mayo Clinic, Rochester, MN
| | - Brandon P Verdoorn
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Mayo Clinic, Rochester, MN.
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Phoemlap P, Vadcharavivad S, Musikatavorn K, Areepium N. Prevalence and factors associated with preventable drug-related emergency department visits (DRED p) in elderly patients. BMC Emerg Med 2024; 24:197. [PMID: 39420250 PMCID: PMC11487691 DOI: 10.1186/s12873-024-01102-x] [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: 07/26/2024] [Accepted: 10/04/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND The prevalence of emergency department (ED) visits among the elderly is high and increasing. While emergency services for the elderly involve many factors, drug-related problems (DRPs) that can worsen patient conditions are less frequently discussed. This study investigates the prevalence of preventable drug-related ED visits (DREDp) and the characteristics of DRPs in elderly ED patients through a comprehensive medication review. METHODS A cross-sectional study was conducted at a non-trauma ED of a university-affiliated tertiary-care hospital. All adult patients aged 60 years and older who were on medications and visited the ED were included. A clinical pharmacist conducted comprehensive medication reviews for each patient. Patients were classified as experiencing drug-related ED visits (DRED) if their primary reason for the visit was associated with a DRP, as determined by both the physician and pharmacist. DRPs attributed to medication errors were categorized as preventable, while other DRPs were assessed for preventability using modified Schumock and Thornton criteria. RESULTS The study involved 351 patients with a mean age of 75.5 years (SD 9.3) and an equal male-to-female ratio of ED visits. The median number of comorbidities was five (IQR 3-6), with about half of the patients taking ten or more medications. The interdisciplinary team classified 43 patients (12.3%) as DREDp, accounting for 58.1% of the 74 (21.1%) drug-related ED visits. All medication errors categorized as causing harm (level E and higher) occurred within the DREDp group, constituting approximately half of all DREDp (22 cases, 51.2%). Approximately two-thirds of drug-related ED visits were associated with adverse drug events (ADEs), predominantly involving antithrombotics, oral hypoglycemic agents, and antineoplastics. Multivariable analysis identified that ED visits involving potentially inappropriate medications (PIMs) according to the STOPP criteria and the presence of multiple comorbidities (six or more concurrent diseases) were significantly associated with DREDp. CONCLUSIONS About one in ten elderly patients visited the ED due to preventable DRPs. The majority of DRPs leading to ED visits were ADEs. Both the prescription of PIMs and the presence of multiple comorbidities were significantly associated with DREDp.
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Affiliation(s)
- Parinya Phoemlap
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Somratai Vadcharavivad
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Khrongwong Musikatavorn
- Department of Emergency Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, the Thai Red Cross Society, Bangkok, 10330, Thailand
- Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, the Thai Red Cross Society, Bangkok, 10330, Thailand
| | - Nutthada Areepium
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, 10330, Thailand.
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Thurgood Giarman A, Hays HL, Badeti J, Rine NI, Spiller HA, Zhu M, Smith GA. Therapeutic errors involving diabetes medications reported to United States poison centers. Inj Epidemiol 2024; 11:51. [PMID: 39300573 PMCID: PMC11412010 DOI: 10.1186/s40621-024-00536-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 09/02/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND To investigate the characteristics and trends of therapeutic errors that occur outside of healthcare facilities involving diabetes medications reported to US poison centers. METHODS National Poison Data System data from 2000 to 2021 were retrospectively analyzed. RESULTS There were 157,623 exposure cases of non-healthcare facility-related therapeutic errors associated with diabetes medications as the primary substance reported to US poison centers from 2000 to 2021. The rate of all therapeutic errors involving diabetes medications increased by 279.8% from 2000 to 2011, followed by a slower 15.0% increase to 2021. Half (50.1%) of the exposure cases were treated/evaluated and released and 44.1% did not receive treatment in a healthcare facility; however, 9.9% experienced a serious medical outcome, including 17 fatalities, and 1.0% were admitted to a critical care unit and 2.2% to a non-critical care unit. Insulin had the highest rates of therapeutic errors and serious medical outcomes, while sulfonylureas and insulin had the highest medical hospital admission rates. Metformin accounted for 59% (n = 10) of fatalities. CONCLUSIONS Although most cases of therapeutic errors involving diabetes medications had no or minimal clinical consequences, an important minority were associated with a serious medical outcome or medical hospital admission. Increased efforts to prevent therapeutic errors involving diabetes medications are warranted.
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Affiliation(s)
- Ashley Thurgood Giarman
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA
- A.T. Still, University of Health Sciences, 5850 E. Still Circle, Mesa, AZ, 85206, USA
| | - Hannah L Hays
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA
- Central Ohio Poison Center, Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA
- Department of Pediatrics, The Ohio State University College of Medicine, 1645 Neil Avenue, Columbus, OH, 43210, USA
| | - Jaahnavi Badeti
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA
| | - Natalie I Rine
- Central Ohio Poison Center, Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA
| | - Henry A Spiller
- Central Ohio Poison Center, Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA
| | - Motao Zhu
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA
- Department of Pediatrics, The Ohio State University College of Medicine, 1645 Neil Avenue, Columbus, OH, 43210, USA
| | - Gary A Smith
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH, 43205, USA.
- Department of Pediatrics, The Ohio State University College of Medicine, 1645 Neil Avenue, Columbus, OH, 43210, USA.
- Child Injury Prevention Alliance, PO Box 30545, Columbus, OH, USA.
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Guevara E, Simó-Servat A, Perea V, Quirós C, Puig-Jové C, Formiga F, Barahona MJ. Frailty Detection in Older Adults with Diabetes: A Scoping Review of Assessment Tools and Their Link to Key Clinical Outcomes. J Clin Med 2024; 13:5325. [PMID: 39274537 PMCID: PMC11396781 DOI: 10.3390/jcm13175325] [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: 07/29/2024] [Revised: 08/26/2024] [Accepted: 09/07/2024] [Indexed: 09/16/2024] Open
Abstract
Objectives: With the increasing prevalence of diabetes and frailty among older adults, there is an urgent need for precision medicine that incorporates comprehensive geriatric assessments, including frailty detection. This scoping review aims to map and synthesize the available evidence on validated tools for detecting pre-frailty and frailty in community-dwelling elderly individuals with diabetes and outpatient diabetes patients. Specifically, it addresses: (1) What validated tools are available for detecting pre-frailty and frailty in this population? (2) How are these tools associated with outcomes such as glycemic control, hypoglycemia, and metabolic phenotypes? (3) What gaps exist in the literature regarding these tools? Methods: The review followed PRISMA-ScR guidelines, conducting a systematic search across PubMed, Cochrane Library, and Web of Science. The inclusion criteria focused on studies involving individuals aged 70 years and older with diabetes, emphasizing tools with predictive capacity for disability and mortality. Results: Eight instruments met the inclusion criteria, including the Frailty Index, Physical Frailty Phenotype, and Clinical Frailty Scale. These tools varied in domains such as physical, psychological, and social aspects of frailty and their association with glycemic control, hypoglycemia, and metabolic phenotypes. The review identified significant gaps in predicting diabetes-related complications and their clinical application. Conclusions: Routine management of older adults with diabetes should incorporate frailty detection, as it is crucial for their overall health. Although widely used, the reviewed tools require refinement to address the unique characteristics of this population. Developing tailored instruments will enhance precision medicine, leading to more effective, individualized interventions for elderly individuals with diabetes.
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Affiliation(s)
- Ernesto Guevara
- Department of Geriatrics, Hospital Universitari Mútua-Terrassa, University of Barcelona, 08007 Barcelona, Spain
| | - Andreu Simó-Servat
- Department of Endocrinology, Hospital Universitari Mútua-Terrassa, University of Barcelona, 08007 Barcelona, Spain; (A.S.-S.); (V.P.); (C.Q.); (C.P.-J.)
| | - Verónica Perea
- Department of Endocrinology, Hospital Universitari Mútua-Terrassa, University of Barcelona, 08007 Barcelona, Spain; (A.S.-S.); (V.P.); (C.Q.); (C.P.-J.)
| | - Carmen Quirós
- Department of Endocrinology, Hospital Universitari Mútua-Terrassa, University of Barcelona, 08007 Barcelona, Spain; (A.S.-S.); (V.P.); (C.Q.); (C.P.-J.)
| | - Carlos Puig-Jové
- Department of Endocrinology, Hospital Universitari Mútua-Terrassa, University of Barcelona, 08007 Barcelona, Spain; (A.S.-S.); (V.P.); (C.Q.); (C.P.-J.)
| | - Francesc Formiga
- Department of Internal Medicine, Instituto de Investigación Biomédica de Bellvitge (IDIBELL), Hospital Universitari de Bellvitge, University of Barcelona, 08007 Barcelona, Spain
| | - María-José Barahona
- Department of Endocrinology, Hospital Universitari Mútua-Terrassa, University of Barcelona, 08007 Barcelona, Spain; (A.S.-S.); (V.P.); (C.Q.); (C.P.-J.)
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Sterlé M, Schmitt A, Boulin M. The harms of inappropriate digoxin prescribing in cancer patients: A drug-drug interaction with posaconazole. ANNALES PHARMACEUTIQUES FRANÇAISES 2024; 82:762-764. [PMID: 38657856 DOI: 10.1016/j.pharma.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/10/2024] [Accepted: 04/17/2024] [Indexed: 04/26/2024]
Affiliation(s)
- Marylise Sterlé
- Pharmacy Department, Dijon Bourgogne University Hospital, 14, rue Gaffarel, 21000 Dijon, France.
| | - Antonin Schmitt
- Pharmacy Department, Georges-François-Leclerc Center, Inserm U1231, Dijon, France
| | - Mathieu Boulin
- Pharmacy Department, Dijon Bourgogne University Hospital, Inserm U1231, Dijon, France
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Adeli S, Maroofi M, Pourteymour Fard Tabrizi F, Alipour B, Heidari M, Vajdi M, Abbasalizad-Farhangi M. Effects of Propolis Consumption on Glycemic Indices and Liver Enzymes in Adults: A Grading of Recommendations Assessment, Development, and Valuation-assessed Systematic Review and Dose-Response Meta-analysis. Clin Ther 2024; 46:e6-e14. [PMID: 39097520 DOI: 10.1016/j.clinthera.2024.06.022] [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: 05/03/2024] [Revised: 06/20/2024] [Accepted: 06/28/2024] [Indexed: 08/05/2024]
Abstract
PURPOSE Even though various randomized controlled trials (RCTs) have assessed the effect of propolis on glycemic indices and liver enzyme concentrations in adults, results have been inconsistent, without conclusive evidence. This systematic review and meta-analysis of RCTs sought to evaluate the effects of propolis consumption on glycemic indices and liver enzymes, fasting blood glucose, insulin, homeostatic model assessment of insulin resistance, glycosylated hemoglobin, alanine transaminase, aspartate aminotransferase, and gamma-glutamyl transferase in adults. METHODS Two independent researchers systematically searched PubMed, EMBASE, Scopus, Web of Science, and the Cochrane Library for English-language RCTs published up to April 2024. The results were generated through a random-effects model and presented as the weighted mean difference (WMD) with a 95% CI. The Cochrane Risk of Bias Tool for RCTs and Grading of Recommendations Assessment, Development, and Evaluation assessment were used to evaluate quality assessment and certainty of evidence. FINDINGS A total of 21 RCTs were included. A pooled analysis of 24 trials reported that propolis consumption led to a significant reduction in fasting blood glucose (WMD, -9.75 mg/dL; 95% CI, -16.14 to -3.35), insulin (WMD, -1.64 µU/mL; 95% CI, -2.61 to -0.68), glycosylated hemoglobin (WMD, -0.46%; 95% CI, -0.71 to -0.21), homeostatic model assessment of insulin resistance (WMD, -0.54; 95% CI, -0.98 to -0.09), alanine transaminase (WMD, -2.60 IU/L; 95% CI, -4.58 to -0.61), and aspartate aminotransferase (WMD, -2.07 IU/L; 95% CI, -3.05 to -1.09). However, there were no significant effects on gamma-glutamyl transferase in comparison with the control group. IMPLICATIONS This meta-analysis has shown that propolis supplementation may have beneficial effects on glycemic indices and liver enzymes. Future high-quality, long-term RCTs are needed to confirm our results. CLINICALTRIALS gov identifiers: CRD42024524763. (Clin Ther. 2024;46:XXX-XXX) © 2024 Elsevier HS Journals, Inc.
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Affiliation(s)
- Shaghayegh Adeli
- Department of Biochemistry and Diet Therapy, Faculty of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mahsa Maroofi
- Department of Clinical Nutrition & Dietetics, Faculty of Nutrition Sciences and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Beitullah Alipour
- Department of Community Nutrition, Faculty of Nutrition and Food Science, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Marzieh Heidari
- Department of Biochemistry and Diet Therapy, Faculty of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mahdi Vajdi
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran.
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Cheung JTK, Yang A, Wu H, Lau ESH, Lui J, Kong APS, Ma RCW, Luk AOY, Chow E, Chan JCN. Association of dipeptidyl peptidase-4 inhibitor initiation at glycated haemoglobin <7.5% with reduced major clinical events mediated by low glycated haemoglobin variability. Diabetes Obes Metab 2024; 26:3339-3351. [PMID: 38802991 DOI: 10.1111/dom.15662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 05/29/2024]
Abstract
AIM Therapeutic inertia, hypoglycaemia and poor treatment persistence can lead to glycaemic fluctuation and poor outcomes in type 2 diabetes (T2D). We compared glycated haemoglobin (HbA1c) variability, insulin initiation, severe hypoglycaemia and clinical events in patients with T2D initiated dipeptidyl peptidase-4 inhibitors (DPP4is) at low versus high HbA1c thresholds. METHODS Using territory-wide electronic medical records in Hong Kong, we curated a propensity score-matched cohort of patients initiated DPP4i at HbA1c <7.5% versus ≥7.5% in 2007-2019. We expressed the HbA1c variability score (HVS) as a proportion of HbA1c varied by ≥0.5% compared with preceding values. We used the Cox model to compare the risks of insulin initiation and clinical outcomes, adjusted for time-varying variables between the two groups. Mediation analysis estimated the effects of HbA1c variability on outcomes. RESULTS Among 6874 insulin-naïve patients who initiated DPP4i, 88.7% were treated with metformin and 79.6% with sulphonylureas at baseline (54.9% men; mean age 65.2 ± 11.4 years). After a median follow-up of 4.6 years, compared with the high-threshold plus high-HVS group (≥50%), the low-threshold plus low-HVS (<50%) group had reduced hazard ratios (95% confidence interval) of insulin initiation (0.35, 0.31-0.40), severe hypoglycaemia (0.38, 0.34-0.44), major adverse cardiovascular endpoints (0.76, 0.66-0.88), heart failure (0.42, 0.36-0.49), end-stage kidney disease (0.65, 0.36-0.49) and mortality (0.45, 0.35-0.57). Reduced HbA1c variability explained 31.1%-81.2% of the effect size of DPP4i initiation at HbA1c <7.5% versus ≥7.5% on outcomes. CONCLUSIONS In Chinese patients with T2D, avoiding therapeutic inertia with intensified glycaemic control at HbA1c <7.5% using drugs with low risk of hypoglycaemia and good tolerability, such as DPP4i, delayed insulin treatment, reduced HbA1c variability and improved clinical events.
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Affiliation(s)
- Johnny T K Cheung
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Aimin Yang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Hongjiang Wu
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Eric S H Lau
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Juliana Lui
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Alice P S Kong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Andrea O Y Luk
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Phase 1 Clinical Trial Centre, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Elaine Chow
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Phase 1 Clinical Trial Centre, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Juliana C N Chan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
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Nasr GH, Rushworth PM, Donaldson DM. Left Atrial Appendage Closure: Therapy Overview and Future Perspective. Cardiol Clin 2024; 42:389-401. [PMID: 38910023 DOI: 10.1016/j.ccl.2024.02.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
Abstract
The left atrial appendage (LAA) has gained increasing attention in the field of cardiology as a potential site for intervention in patients with atrial fibrillation (AF) and an elevated risk of thromboembolic events. Left atrial appendage occlusion (LAAO) has emerged as a promising therapeutic strategy to mitigate the risk of stroke and systemic embolism, especially in individuals who are unsuitable candidates for long-term anticoagulation therapy. This review aims to provide a comprehensive analysis of the current state of LAAO, encompassing its anatomic considerations, procedural techniques, clinical outcomes, and future directions.
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Affiliation(s)
- George H Nasr
- Division of Cardiology, University of California, Irvine, 101 The City Drive South Suite 407, Orange, CA 92868, USA
| | - Parker M Rushworth
- Division of Cardiology, University of California, Irvine, 101 The City Drive South Suite 407, Orange, CA 92868, USA
| | - David M Donaldson
- Division of Cardiology, University of California, Irvine, 101 The City Drive South Suite 407, Orange, CA 92868, USA.
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Hilmer SN, Johnell K, Mach J. Pre-clinical Models for Geriatric Pharmacotherapy. Drugs Aging 2024; 41:633-640. [PMID: 38982010 PMCID: PMC11322264 DOI: 10.1007/s40266-024-01129-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/16/2024] [Indexed: 07/11/2024]
Abstract
With ageing of the population worldwide and discovery of new medications for prevention and management of age-related conditions, there is increasing use of medications by older adults. There are international efforts to increase the representativeness of participants in clinical trials to match the intended real-world users of the medications across a range of characteristics including age, multimorbidity, polypharmacy and frailty. Currently, much of the data on medication-related harm in older adults are from pharmacovigilance studies. New methods in pre-clinical models have allowed for measurement of exposures (such as chronic exposure, polypharmacy and deprescribing) and outcomes (such as health span functional measures and frailty) that are highly relevant to geriatric pharmacotherapy. Here we describe opportunities for design and implementation of pre-clinical models that can better predict drug effects in geriatric patients. This could improve the translation of new drugs from bench to bedside and improve outcomes of pharmacotherapy in older adults.
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Affiliation(s)
- Sarah N Hilmer
- Kolling Institute, The University of Sydney and Northern Sydney Local Health District, St Leonards, NSW, Australia.
| | - Kristina Johnell
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - John Mach
- Kolling Institute, The University of Sydney and Northern Sydney Local Health District, St Leonards, NSW, Australia
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Kelly WN, Ho MJ, Smith T, Bullers K, Bates DW, Kumar A. Association of Pharmacist Interventions With Adverse Drug Events and Potential Adverse Drug Events. Pharmacoepidemiol Drug Saf 2024; 33:e5853. [PMID: 38973415 DOI: 10.1002/pds.5853] [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: 01/04/2024] [Revised: 05/16/2024] [Accepted: 05/29/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND Adverse drug events (ADEs) are a frequent cause of injury in patients. Our aim was to assess whether pharmacist interventions compared with no pharmacist intervention results in reduced ADEs and potential adverse drug events (PADEs). METHODS We searched MEDLINE, Embase, and two other databases through September 19, 2022 for any RCT assessing the effect of a pharmacist intervention compared with no pharmacist intervention and reporting on ADEs or PADEs. The risk of bias was assessed using the Cochrane tool for RCTs. A random-effects model was used to pool summary results from individual RCTs. RESULTS Fifteen RCTs met the inclusion criteria. The pooled results showed a statistically significant reduction in ADE associated with pharmacist intervention compared with no pharmacist intervention (RR = 0.86; [95% CI 0.80-0.94]; p = 0.0005) but not for PADEs (RR = 0.79; [95% CI 0.47-1.32]; p = 0.37). The heterogeneity was insignificant (I2 = 0%) for ADEs and substantial (I2 = 77%) for PADEs. Patients receiving a pharmacist intervention were 14% less likely for ADE than those who did not receive a pharmacist intervention. The estimated number of patients needed to prevent one ADE across all patient locations was 33. CONCLUSIONS To our knowledge, this is the first systematic review and meta-analysis of RCTs seeking to understand the association of pharmacist interventions with ADEs and PADEs. The risk of having an ADE is reduced by a seventh for patients receiving a pharmacist care intervention versus no such intervention. The estimated number of patients needed to be followed across all patient locations to prevent one preventable ADE across all patient locations is 33.
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Affiliation(s)
- W N Kelly
- Taneja College of Pharmacy, University of South Florida, Tampa, Florida, USA
| | - M J Ho
- Taneja College of Pharmacy, University of South Florida, Tampa, Florida, USA
| | - T Smith
- Research Methodology and Biostatistics Core, Office of Research, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - K Bullers
- Shimberg Library, USF Health, University of South Florida, Tampa, Florida, USA
| | - D W Bates
- Division of General Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - A Kumar
- Research Methodology and Biostatistics Core, Office of Research, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
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Hirsch BR. Transforming diabetes care with continuous glucose monitoring: Rationale for expanded eligibility criteria. J Am Assoc Nurse Pract 2024; 36:385-390. [PMID: 38669198 DOI: 10.1097/jxx.0000000000000993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 12/13/2023] [Indexed: 04/28/2024]
Abstract
ABSTRACT Randomized trials and large retrospective database studies have shown that individuals treated with noninsulin therapies experience the same glycemic benefits from continuous glucose monitoring (CGM) use as those treated with more intensive treatment regimens. However, many policy makers and payers are reluctant to provide CGM coverage for these patients. Although the recent American Diabetes Association guidelines have taken an important first step in recommending that CGM should be offered to all adults treated with basal insulin who are capable of using it, clinicians should consider the acute and long-term consequences of persistent hyperglycemia in all of their patients with diabetes. This article describes how the use of the FreeStyle Libre 2 CGM System (Abbott Diabetes Care, Alameda, CA) improved glycemic outcomes and facilitates personalized diabetes care in two type 2 diabetes patients treated with noninsulin therapies.
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Affiliation(s)
- Barbara R Hirsch
- Donald and Barbara Zucker School of Medicine, Hofstra/Northwell Health, New Hyde Park, New York
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40
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Oliveira RF, Oliveira AI, Cruz AS, Ribeiro O, Afreixo V, Pimentel F. Polypharmacy and drug interactions in older patients with cancer receiving chemotherapy: associated factors. BMC Geriatr 2024; 24:557. [PMID: 38918696 PMCID: PMC11201315 DOI: 10.1186/s12877-024-05135-6] [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: 10/23/2023] [Accepted: 06/10/2024] [Indexed: 06/27/2024] Open
Abstract
BACKGROUND Polypharmacy in older adults with cancer receiving chemotherapy leads to increased risks of drug interactions, translating in potential hazardous health outcomes. This study aims to assess the prevalence of polypharmacy, drug-drug interactions (DDIs), and severe-drug interactions (SDIs) in older patients with cancer. Antineoplastic agents (ANAs) involvement and possible risk contexts (comorbidities with cardiac risk, and high-risk medications) were also analysed. METHODS Observational study with older adults (≥ 65 years) diagnosed with cancer, who were treated with antineoplastic agents (ANAs); it was conducted in three hospitals from the north of Portugal. Data collection was obtained using self-reports and medical records. DDIs were identified and classified using Micromedex® software. Descriptive and association analyze statistics were performed. Statistical hypothesis tests with p value less than 0.05 were considered significant. All statistical procedures and analysis were performed with R version 4.1.3. RESULTS We enrolled 552 patients. Polypharmacy prevalence was 88.40%; 76.45% and 56.16% of the patients presented with DDIs and SDIs, respectively. SDIs with ANAs were found in 21.20% of the patients. High-risk medications were associated with a higher risk of polypharmacy, DDIs, and SDIs. Polypharmacy and DDIs were higher in patients with hypertension or diabetes. SDIs were higher in patients with diabetes. CONCLUSION Polypharmacy, potential DDIs and SDIs were highly prevalent in older adults with cancer. A careful review of the medication administered is necessary to decrease it. These findings warrant further research to optimize medication in this population and decrease problems related to medication, which may lead to emergency room visits and hospitalisations, compromising patient safety and/or ongoing treatments.
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Affiliation(s)
- Rita F Oliveira
- University of Aveiro, Aveiro, Portugal.
- ESS, Polytechnic of Porto, Porto, Portugal.
- Center for Health Technology and Services Researchat the Associate Laboratory RISE - Health Research Network (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro (UA), Aveiro, Portugal.
| | - Ana I Oliveira
- REQUIMTE/LAQV, ESS, Polytechnic of Porto, Porto, Portugal
| | | | - Oscar Ribeiro
- Center for Health Technology and Services Researchat the Associate Laboratory RISE - Health Research Network (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro (UA), Aveiro, Portugal
| | - Vera Afreixo
- Center for Research and Development in Mathematics and Applications (CIDMA), Department of Mathematics, University of Aveiro (UA), Aveiro, Portugal
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Uncu H, Badak TO, Ucak HA, Cereb F, Cakallioglu A. Efficacy of human prothrombin complex concentrate in the treatment of warfarin overdose in patients receiving warfarin for mechanical heart valve replacement. Medicine (Baltimore) 2024; 103:e38022. [PMID: 38728459 PMCID: PMC11081568 DOI: 10.1097/md.0000000000038022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 04/05/2024] [Indexed: 05/12/2024] Open
Abstract
Warfarin, a widely utilized anticoagulant, is paramount for preventing thromboembolic events in patients with mechanical heart valve replacements. However, its narrow therapeutic index can lead to over-anticoagulation and overdose, resulting in serious health risks. This study examines the efficacy of human prothrombin complex concentrate (PCC) in managing warfarin overdose, in comparison with traditional treatments. A retrospective analysis was conducted on 162 adults who presented with warfarin overdose (INR > 5.0) at a tertiary care hospital between 2016 and 2020. Participants were divided into 2 groups-those treated with PCC (n = 57) and those treated with conventional methods (n = 105), including vitamin K and fresh frozen plasma. The primary outcome was the rate of reaching the target (International Normalized Ratio) INR within 24 hours. Secondary outcomes included transfusion requirements, thromboembolic events, adverse reactions, 30-day mortality, and length of hospital stay. PCC demonstrated significant efficacy, with 89.5% of patients achieving the target INR within 24 hours, compared to 64.8% in the control group (P < .05). The PCC group also had reduced transfusion requirements and a shorter average hospital stay. There was no significant difference in thromboembolic events or adverse reactions between the 2 groups, and the reduced 30-day mortality in the PCC group was not statistically significant. Human prothrombin complex concentrate is associated with rapid reaching the target INR, decreased transfusion needs, and shortened hospitalization, making it a promising option for warfarin overdose management. While the results are encouraging, larger, multicenter, randomized controlled trials are necessary to further validate these findings and optimize PCC administration protocols.
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Affiliation(s)
- Hasan Uncu
- Adana City Training and Research Hospital Department of Cardiovascular Surgery, Adana, Turkey
| | - Tolga Onur Badak
- Adana City Training and Research Hospital Department of Cardiovascular Surgery, Adana, Turkey
| | - Haci Ali Ucak
- Adana City Training and Research Hospital Department of Cardiovascular Surgery, Adana, Turkey
| | - Ferid Cereb
- Adana City Training and Research Hospital Department of Cardiovascular Surgery, Adana, Turkey
| | - Ahmet Cakallioglu
- Adana Cukurova State Hospital Department of Cardiovascular Surgery, Adana, Turkey
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Salbach C, Yildirim M, Hund H, Biener M, Müller‐Hennessen M, Frey N, Katus HA, Giannitsis E, Milles BR. Design, Rationale and Initial Findings From HERA-FIB on 10 222 Patients With Atrial Fibrillation Presenting to an Emergency Department Over An 11-Year Period. J Am Heart Assoc 2024; 13:e033396. [PMID: 38639359 PMCID: PMC11179873 DOI: 10.1161/jaha.123.033396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 03/21/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND For the majority of patients with atrial fibrillation (AF), disease management has improved in recent years. However, there are still populations underrepresented or excluded in current registries and randomized controlled trials. HERA-FIB (Heidelberg Registry of Atrial Fibrillation) was planned to assess real-world evidence for the prevalence, demographic characteristics and management of patients with the diagnosis of AF presenting consecutively to a chest pain unit. METHODS AND RESULTS HERA-FIB is a retrospective, observational, single-center study on patients with a diagnosis of AF presenting to a chest pain unit from June 2009 until March 2020. This article describes the structure, governance, outcome assessment, quality and data collection processes of the registry. Additionally, characteristics of populations of special interest are described. The study consecutively enrolled 10 222 patients presenting with AF to the chest pain unit of the University Hospital of Heidelberg. Clinical parameters and patient characteristics were assessed retrospectively. Outcome parameters included rates for all-cause death, stroke, myocardial infarction and major bleedings. We were able to investigate patient cohorts of special interest such as advanced chronic kidney disease, octogenarians, and those with acute coronary syndrome who are often underrepresented in current studies and randomized controlled trials. CONCLUSIONS HERA-FIB is one of the largest real-world single-center retrospective registries on patients with AF, which captures the era of transition from vitamin K antagonists to non-vitamin K oral anticoagulation regimens in clinical practice and offers the possibility to investigate patient populations usually underrepresented or excluded in current available randomized controlled trials and registries. REGISTRATION URL: https://www.clinicaltrials.gov; unique identifier: NCT05995561.
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Affiliation(s)
- Christian Salbach
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
| | - Mustafa Yildirim
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
| | - Hauke Hund
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
| | - Moritz Biener
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
| | | | - Norbert Frey
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
| | - Hugo A. Katus
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
| | - Evangelos Giannitsis
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
| | - Barbara Ruth Milles
- Department of Internal Medicine III, CardiologyUniversity Hospital of HeidelbergHeidelbergGermany
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Hoang TA, Gracia G, Cao E, Nicolazzo JA, Trevaskis NL. Quantifying the Lymphatic Transport of Model Therapeutics from the Brain in Rats. Mol Pharm 2024; 21:2473-2483. [PMID: 38579335 DOI: 10.1021/acs.molpharmaceut.4c00026] [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] [Indexed: 04/07/2024]
Abstract
In recent years, the drainage of fluids, immune cells, antigens, fluorescent tracers, and other solutes from the brain has been demonstrated to occur along lymphatic outflow pathways to the deep cervical lymph nodes in the neck. To the best of our knowledge, no studies have evaluated the lymphatic transport of therapeutics from the brain. The objective of this study was to determine the lymphatic transport of model therapeutics of different molecular weights and lipophilicity from the brain using cervical lymph cannulation and ligation models in rats. To do this, anesthetized Sprague-Dawley rats were cannulated at the carotid artery and cannulated, ligated, or left intact at the cervical lymph duct. Rats were administered 14C-ibuprofen (206.29 g/mol, logP 3.84), 3H-halofantrine HCl (536.89 g/mol, logP 8.06), or 3H-albumin (∼65,000 g/mol) via direct injection into the brain striatum at a rate of 0.5 μL/min over 16 min. Plasma or cervical lymph samples were collected for up to 6-8 h following dosing, and brain and lymph nodes were collected at 6 or 8 h. Samples were subsequently analyzed for radioactivity levels via scintillation counting. For 14C-ibuprofen, plasma concentrations over time (plasma AUC0-6h) were >2 fold higher in lymph-ligated rats than in lymph-intact rats, suggesting that ibuprofen is cleared from the brain primarily via nonlymphatic routes (e.g., across the blood-brain barrier) but that this clearance is influenced by changes in lymphatic flow. For 3H-halofantrine, >73% of the dose was retained at the brain dosing site in lymph-intact and lymph-ligated groups, and plasma AUC0-8h values were low in both groups (<0.3% dose.h/mL), consistent with the high retention in the brain. It was therefore not possible to determine whether halofantrine undergoes lymphatic transport from the brain within the duration of the study. For 3H-albumin, plasma AUC0-8h values were not significantly different between lymph-intact, lymph-ligated, and lymph-cannulated rats. However, >4% of the dose was recovered in cervical lymph over 8 h. Lymph/plasma concentration ratios of 3H-albumin were also very high (up to 53:1). Together, these results indicate that 3H-albumin is transported from the brain not only via lymphatic routes but also via the blood. Similar to other tissues, the lymphatics may thus play a significant role in the transport of macromolecules, including therapeutic proteins, from the brain but are unlikely to be a major transport pathway from the brain for small molecule drugs that are not lipophilic. Our rat cervical lymph cannulation model can be used to quantify the lymphatic drainage of different molecules and factors from the brain.
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Affiliation(s)
- Thu A Hoang
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
| | - Gracia Gracia
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
| | - Enyuan Cao
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
| | - Joseph A Nicolazzo
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
| | - Natalie L Trevaskis
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
- Baker Heart and Diabetes Institute, Melbourne, Victoria 3000, Australia
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Idrees T, Castro-Revoredo IA, Oh HD, Gavaller MD, Zabala Z, Moreno E, Moazzami B, Galindo RJ, Vellanki P, Cabb E, Johnson TM, Peng L, Umpierrez GE. Continuous Glucose Monitoring-Guided Insulin Administration in Long-Term Care Facilities: A Randomized Clinical Trial. J Am Med Dir Assoc 2024; 25:884-888. [PMID: 38460943 PMCID: PMC11283256 DOI: 10.1016/j.jamda.2024.01.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/30/2024] [Accepted: 01/31/2024] [Indexed: 03/11/2024]
Abstract
OBJECTIVES To evaluate the efficacy of real-time continuous glucose monitoring (rt-CGM) in adjusting insulin therapy in long-term care facilities (LTCF). DESIGN Prospective randomized clinical trial. SETTINGS AND PARTICIPANTS Insulin-treated patients with type 2 diabetes (T2D) admitted to LTCF. METHODS Participants in the standard of care wore a blinded CGM with treatment adjusted based on point-of-care capillary glucose results before meals and bedtime (POC group). Participants in the intervention (CGM group) wore a Dexcom G6 CGM with treatment adjusted based on daily CGM profile. Treatment adjustment was performed by the LTCF medical team, with a duration of intervention up to 60 days. The primary endpoint was difference in time in range (TIR 70-180 mg/dL) between treatment groups. RESULTS Among 100 participants (age 74.73 ± 11 years, 80% admitted for subacute rehabilitation and 20% for nursing home care), there were no significant differences in baseline clinical characteristics between groups, and CGM data were compared for a median of 17 days. There were no differences in TIR (53.38% ± 30.16% vs 48.81% ± 28.03%, P = .40), mean daily mean CGM glucose (184.10 ± 43.4 mg/dL vs 190.0 ± 45.82 mg/dL, P = .71), or the percentage of time below range (TBR) <70 mg/dL (0.83% ± 2.59% vs 1.18% ± 3.54%, P = .51), or TBR <54 mg/dL (0.23% ± 0.85% vs 0.56% ± 2.24%, P = .88) between rt-CGM and POC groups. CONCLUSIONS AND IMPLICATIONS The use of rtCGM is safe and effective in guiding insulin therapy in patients with T2D in LTCF resulting in a similar improvement in glycemic control compared to POC-guided insulin adjustment.
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Affiliation(s)
- Thaer Idrees
- Division of Endocrinology, Department of Medicine, Emory University, Atlanta, GA, USA
| | | | - Hyungseok D Oh
- Division of Geriatrics, and Division of General Internal Medicine, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Monica D Gavaller
- Division of Geriatrics, and Division of General Internal Medicine, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Zohyra Zabala
- Division of Endocrinology, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Emmelin Moreno
- Division of Endocrinology, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Bobak Moazzami
- Division of Endocrinology, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Rodolfo J Galindo
- Division of Endocrinology, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Priyathama Vellanki
- Division of Endocrinology, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Elena Cabb
- Division of Geriatrics, and Division of General Internal Medicine, Department of Medicine, Emory University, Atlanta, GA, USA
| | - Theodore M Johnson
- Division of General Internal Medicine, Department of Medicine, Emory University, Atlanta, GA, USA; Department of Family and Preventive Medicine, Emory University, Atlanta, GA, USA
| | - Limin Peng
- Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - Guillermo E Umpierrez
- Division of Endocrinology, Department of Medicine, Emory University, Atlanta, GA, USA.
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Su Y, Wang X, Xing Y, Wang Z, Bu H, Cui X, Yang Y, Cai B. The analysis of factors affecting medication adherence in patients with myasthenia gravis: a cross-sectional study. Ther Adv Neurol Disord 2024; 17:17562864231206877. [PMID: 38654744 PMCID: PMC11036929 DOI: 10.1177/17562864231206877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 08/27/2023] [Indexed: 04/26/2024] Open
Abstract
Background Clinically, patients with myasthenia gravis are generally treated with drugs to improve their physical condition, and poor medication adherence can hinder their recovery. Many studies have shown the importance of medication adherence for effective treatment. Various factors may affect a patient's medication adherence; however, studies concerning medication adherence in patients with myasthenia gravis are rare. Objectives This study aimed to identify the factors related to medication adherence in patients with myasthenia gravis, and determine the possibility of predicting medication adherence. Methods This cross-sectional observational study was conducted among inpatients and outpatients with myasthenia gravis of the First Affiliated Hospital of Guangzhou University of Chinese Medicine in China. Data on patient demographics, disease-related characteristics, and medical treatment were collected. We evaluated medication adherence of the patients using the Morisky Medication Adherence Scale-8, Beliefs about Medicines Questionnaire, and the Self-efficacy for Appropriate Medication Use Scale. Results We distributed 200 questionnaires and finally retrieved 198 valid questionnaires. A total of 139 (70.2%) women participated in this study, and 81 (40.9%) among the 198 participants were aged 40-59 years. In total, 103 (52.0%) participants exhibited bad adherence to pharmacological treatment, and factors such as taking medication irregularly [odds ratio (OR) = 0.242, 95% CI = 0.093-0.627], the necessity of taking medicine (OR = 1.286, 95% CI = 1.142-1.449), the concerns of taking medicine (OR = 0.890, 95% CI = 0.801-0.988), and the self-efficacy for taking medications under difficult circumstances (OR = 1.194, 95% CI = 1.026-1.389) had statistically significant impacts on medication adherence. Conclusion Our study shows that taking medication irregularly and concerns of taking medicine are the risk factors for medication adherence. Meanwhile, the necessity of talking medicine and self-efficacy for taking medications under difficult circumstances are the protective factors for medication adherence. Our findings can help medical staff to enhance patients' medication adherence by informing patients necessary medical knowledge, emphasizing the necessity for medication, relieving patients' concerns regarding medication, and improving the self-efficacy for taking medications under difficult circumstances.
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Affiliation(s)
- Yining Su
- The First Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xinxian Wang
- The First Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yuemeng Xing
- The First Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhenni Wang
- The First Clinical Medical School of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Hailing Bu
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiaoyan Cui
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yunying Yang
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, No.16 Airport Road, Baiyun District, Guangzhou, Guangdong 510405, China
| | - Bingxing Cai
- The Second Affiliated Hospital of Chongqing Medical University, No. 76 Linjiang Road, Yuzhong District, Chongqing 400010, China
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Paradissis C, Cottrell N, Coombes ID, Wang WYS, Barras MA. Unplanned Rehospitalisation due to Medication Harm following an Acute Myocardial Infarction. Cardiology 2024:1-15. [PMID: 38615668 DOI: 10.1159/000538773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 03/28/2024] [Indexed: 04/16/2024]
Abstract
INTRODUCTION The contribution of medication harm to rehospitalisation and adverse patient outcomes after an acute myocardial infarction (AMI) needs exploration. Rehospitalisation is costly to both patients and the healthcare facility. Following an AMI, patients are at risk of medication harm as they are often older and have multiple comorbidities and polypharmacy. This study aimed to quantify and evaluate medication harm causing unplanned rehospitalisation after an AMI. METHODS This was a retrospective cohort study of patients discharged from a quaternary hospital post-AMI. All rehospitalisations within 18 months were identified using medical record review and coding data. The primary outcome measure was medication harm rehospitalisation. Preventability, causality, and severity assessments of medication harm were conducted. RESULTS A total of 1,564 patients experienced an AMI, and 415 (26.5%) were rehospitalised. Eighty-nine patients (5.7% of total population; 6.0% of those discharged) experienced a total of 101 medication harm events. Those with medication harm were older (p = 0.007) and had higher rates of heart failure (p = 0.005), chronic kidney disease (p = 0.046), chronic obstructive pulmonary disease (p = 0.037), and a prior history of ischaemic heart disease (p = 0.005). Gastrointestinal bleeding, acute kidney injury, and hypotension were the most common medication harm events. Forty percent of events were avoidable, and 84% were classed as "serious." Furosemide, antiplatelets, and angiotensin-converting enzyme inhibitors were the most commonly implicated medications. The median time to medication harm rehospitalisation was 79 days (interquartile range: 16-200 days). CONCLUSION Medication harm causes unplanned rehospitalisation in 5.7% of all AMI patients (1 in 17 patients; 6.0% of those discharged). The majority of harm was serious and occurred within the first 200 days of discharge. This study highlights that measures to attenuate the risk of medication harm rehospitalisation are essential, including post-discharge medication management.
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Affiliation(s)
- Chariclia Paradissis
- School of Pharmacy, The University of Queensland, Brisbane, Queensland, Australia
- Pharmacy Department, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Neil Cottrell
- School of Pharmacy, The University of Queensland, Brisbane, Queensland, Australia
| | - Ian D Coombes
- School of Pharmacy, The University of Queensland, Brisbane, Queensland, Australia
- Pharmacy Department, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - William Y S Wang
- Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
- Department of Cardiology, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Michael A Barras
- School of Pharmacy, The University of Queensland, Brisbane, Queensland, Australia
- Pharmacy Department, Princess Alexandra Hospital, Brisbane, Queensland, Australia
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Johnsgård T, Elenjord R, Holis RV, Waaseth M, Zahl-Holmstad B, Fagerli M, Svendsen K, Lehnbom EC, Ofstad EH, Risør T, Garcia BH. How much time do emergency department physicians spend on medication-related tasks? A time- and-motion study. BMC Emerg Med 2024; 24:56. [PMID: 38594615 PMCID: PMC11003058 DOI: 10.1186/s12873-024-00974-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 03/22/2024] [Indexed: 04/11/2024] Open
Abstract
BACKGROUND Medication-related problems are an important cause of emergency department (ED) visits, and medication errors are reported in up to 60% of ED patients. Procedures such as medication reconciliation and medication review can identify and prevent medication-related problems and medication errors. However, this work is often time-consuming. In EDs without pharmacists, medication reconciliation is the physician's responsibility, in addition to the primary assignments of examining and diagnosing the patient. The aim of this study was to identify how much time ED physicians spend on medication-related tasks when no pharmacists are present in the EDs. METHODS An observational time-and-motion study of physicians in three EDs in Northern Norway was conducted using Work Observation Method by Activity Timing (WOMBAT) to collect and time-stamp data. Observations were conducted in predefined two-hour observation sessions with a 1:1 relationship between observer and participant, during Monday to Friday between 8 am and 8 pm, from November 2020 to October 2021. RESULTS In total, 386 h of observations were collected during 225 observation sessions. A total of 8.7% of the physicians' work time was spent on medication-related tasks, of which most time was spent on oral communication about medications with other physicians (3.0%) and medication-related documentation (3.2%). Physicians spent 2.2 min per hour on medication reconciliation tasks, which includes retrieving medication-related information directly from the patient, reading/retrieving written medication-related information, and medication-related documentation. Physicians spent 85.6% of the observed time on non-medication-related clinical or administrative tasks, and the remaining time was spent standby or moving between tasks. CONCLUSION In three Norwegian EDs, physicians spent 8.7% of their work time on medication-related tasks, and 85.6% on other clinical or administrative tasks. Physicians spent 2.2 min per hour on tasks related to medication reconciliation. We worry that patient safety related tasks in the EDs receive little attention. Allocating dedicated resources like pharmacists to contribute with medication-related tasks could benefit both physicians and patients.
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Affiliation(s)
- Tine Johnsgård
- Hospital Pharmacy of North Norway Trust, Tromsø, Norway.
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway.
| | - Renate Elenjord
- Hospital Pharmacy of North Norway Trust, Tromsø, Norway
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | | | - Marit Waaseth
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Birgitte Zahl-Holmstad
- Hospital Pharmacy of North Norway Trust, Tromsø, Norway
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Marie Fagerli
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Kristian Svendsen
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Elin Christina Lehnbom
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Eirik Hugaas Ofstad
- Department of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
- Department of Medicine, Nordland Hospital Trust, Bodø, Norway
| | - Torsten Risør
- Department of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
- Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Beate Hennie Garcia
- Hospital Pharmacy of North Norway Trust, Tromsø, Norway
- Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
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Coumau C, Gaspar F, Terrier J, Schulthess-Lisibach A, Lutters M, Le Pogam MA, Csajka C. Drug-drug interactions with oral anticoagulants: information consistency assessment of three commonly used online drug interactions databases in Switzerland. Front Pharmacol 2024; 15:1332147. [PMID: 38633615 PMCID: PMC11022661 DOI: 10.3389/fphar.2024.1332147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 03/15/2024] [Indexed: 04/19/2024] Open
Abstract
Background: Toxicity or treatment failure related to drug-drug interactions (DDIs) are known to significantly affect morbidity and hospitalization rates. Despite the availability of numerous databases for DDIs identification and management, their information often differs. Oral anticoagulants are deemed at risk of DDIs and a leading cause of adverse drug events, most of which being preventable. Although many databases include DDIs involving anticoagulants, none are specialized in them. Aim and method: This study aims to compare the DDIs information content of four direct oral anticoagulants and two vitamin K antagonists in three major DDI databases used in Switzerland: Lexi-Interact, Pharmavista, and MediQ. It evaluates the consistency of DDIs information in terms of differences in severity rating systems, mechanism of interaction, extraction and documentation processes and transparency. Results: This study revealed 2'496 DDIs for the six anticoagulants, with discrepant risk classifications. Only 13.2% of DDIs were common to all three databases. Overall concordance in risk classification (high, moderate, and low risk) was slight (Fleiss' kappa = 0.131), while high-risk DDIs demonstrated a fair agreement (Fleiss' kappa = 0.398). The nature and the mechanism of the DDIs were more consistent across databases. Qualitative assessments highlighted differences in the documentation process and transparency, and similarities for availability of risk classification and references. Discussion: This study highlights the discrepancies between three commonly used DDI databases and the inconsistency in how terminology is standardised and incorporated when classifying these DDIs. It also highlights the need for the creation of specialised tools for anticoagulant-related interactions.
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Affiliation(s)
- Claire Coumau
- Centre for Research and Innovation in Clinical Pharmaceutical Sciences, University Hospital and University of Lausanne, Lausanne, Switzerland
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
| | - Frederic Gaspar
- Centre for Research and Innovation in Clinical Pharmaceutical Sciences, University Hospital and University of Lausanne, Lausanne, Switzerland
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
| | - Jean Terrier
- Division of General Internal Medicine, Geneva University Hospitals, Geneva, Switzerland
- Geneva Platelet Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Clinical Pharmacology and Toxicology Division, Anesthesiology, Pharmacology, Intensive Care and Emergency Medicine Department, Geneva University Hospitals, Geneva, Switzerland
| | | | - Monika Lutters
- Clinical Pharmacy, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Marie-Annick Le Pogam
- Department of Epidemiology and Health Systems, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Chantal Csajka
- Centre for Research and Innovation in Clinical Pharmaceutical Sciences, University Hospital and University of Lausanne, Lausanne, Switzerland
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, University of Lausanne, Lausanne, Switzerland
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49
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Mattenklodt P, Ingenhorst A, Flatau B, Becker K, Grießinger N. [Interdisciplinary pain therapy in the elderly]. Schmerz 2024; 38:89-98. [PMID: 37266908 DOI: 10.1007/s00482-023-00721-w] [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: 02/02/2023] [Revised: 03/21/2023] [Accepted: 03/21/2023] [Indexed: 06/03/2023]
Abstract
Chronic pain in the elderly is becoming increasingly important and is associated with serious health impacts. Therefore, international guidelines demand that pain therapy for the elderly preferably be a multimodal therapy based on a bio-psycho-social pain model. Specific psychometric tests and interview guidelines are available for the interdisciplinary pain assessment. Evidence for the effectiveness of multimodal pain therapy in the elderly remains limited. However, controlled clinical trials have shown that these patients benefit-especially if the intervention is adapted to their specific needs. The focus of movement therapy is not only muscle strengthening but also coordination exercises. In individual physical therapy and occupational therapy, everyday solutions can be developed for individual physical limitations that are more frequent in old age. In psychological training, pain acceptance, balancing rest and activity, social integration and dealing with aging are particularly important topics. Relaxation and mindfulness techniques can also favorably affect pain and function. Thus, these are popular with patients and are often adopted in everyday pain management. Pain education is considered useful as an adjunctive measure and can also be increasingly supported by digital media in the elderly. Complementary therapy components include confrontational treatment of fear-avoidance beliefs (the German AMIKA scale, Ältere Menschen in körperlicher Aktion, "older people in physical action") and naturopathic applications as an active self-help strategy. Since it is unclear how long the achieved therapeutic effects last, follow-up care is of particular importance in therapy for older patients.
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Affiliation(s)
- Peter Mattenklodt
- Schmerzzentrum, Uniklinikum Erlangen, Krankenhausstr. 12, 91054, Erlangen, Deutschland.
| | - Anne Ingenhorst
- Schmerzzentrum, Uniklinikum Erlangen, Krankenhausstr. 12, 91054, Erlangen, Deutschland
| | - Brigitta Flatau
- medi train - Bewegungstherapie Physiotherapie, Erlangen, Deutschland
| | - Kristina Becker
- medi train - Bewegungstherapie Physiotherapie, Erlangen, Deutschland
| | - Norbert Grießinger
- Schmerzzentrum, Uniklinikum Erlangen, Krankenhausstr. 12, 91054, Erlangen, Deutschland
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50
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Ralston JD, Anderson M, Ng J, Bashir A, Ehrlich K, Burns-Hunt D, Cotton M, Hansell L, Hsu C, Hunt H, Karter AJ, Levy SM, Ludman E, Madziwa L, Omura EM, Rogers K, Sevey B, Shaw JAM, Shortreed SM, Singh U, Speight J, Sweeny A, Tschernisch K, Sergei Tschernisch S, Yarborough L. Preventing severe hypoglycemia in adults with type 2 diabetes (PHT2): Design, delivery and evaluation framework for a randomized controlled trial. Contemp Clin Trials 2024; 139:107456. [PMID: 38253252 DOI: 10.1016/j.cct.2024.107456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 01/15/2024] [Accepted: 01/19/2024] [Indexed: 01/24/2024]
Abstract
BACKGROUND Severe hypoglycemia is a common and feared complication of medications used to lower blood glucose levels in individuals with diabetes. Psychoeducational interventions can prevent severe hypoglycemia in individuals with type 1 diabetes (T1D). We aim to determine the effectiveness of this approach among adults with type 2 diabetes (T2D) at elevated risk for severe hypoglycemia. METHODS Preventing Hypoglycemia in Type 2 diabetes (PHT2) is a two-arm, parallel, randomized controlled trial. Participants are eligible if they are adults with T2D receiving care at an integrated group practice in Washington state and have experienced one or more episodes of severe hypoglycemia in the prior 12 months or have impaired awareness of hypoglycemia (Gold score ≥ 4). Participants are randomized to proactive nurse care management with or without my hypo compass, an evidence-based, psychoeducational intervention combining group and individual self-management training. For this study, my hypo compass was adapted to be suitable for adults with T2D and from an in-person to a virtual intervention over videoconference and telephone. The primary outcome is any self-reported severe hypoglycemia in the 12 months following the start of the intervention. Secondary outcomes include biochemical measures of hypoglycemia, self-reported hypoglycemia awareness, fear of hypoglycemia, and emergency department visits and hospitalizations for severe hypoglycemia. The study includes a process evaluation to assess implementation fidelity and clarify the causal pathway. CONCLUSION The PHT2 trial will compare the effectiveness of two approaches for reducing severe hypoglycemia in adults with T2D. TRIAL REGISTRATION clinicaltrials.gov, # NCT04863872.
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Affiliation(s)
- James D Ralston
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA; Washington Permanente Medical Group, 125 16th Ave E, Seattle, WA, USA.
| | - Melissa Anderson
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Janet Ng
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Ayat Bashir
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Kelly Ehrlich
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Dena Burns-Hunt
- Kaiser Permanente Washington, 2715 Naches Ave SW, Renton, WA 98057, USA
| | - Meredith Cotton
- Department of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, USA
| | - Laurel Hansell
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Clarissa Hsu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Helen Hunt
- Kaiser Permanente Washington, 2715 Naches Ave SW, Renton, WA 98057, USA
| | - Andrew J Karter
- Department of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, USA
| | - Shaula M Levy
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Evette Ludman
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Lawrence Madziwa
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Emily M Omura
- Washington Permanente Medical Group, 125 16th Ave E, Seattle, WA, USA
| | - Kristine Rogers
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Brandie Sevey
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - James A M Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Susan M Shortreed
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA; University of Washington, Department of Biostatistics, 3980 15th Avenue NE, Box 351617, Seattle, WA 98195, USA
| | - Umesh Singh
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
| | - Jane Speight
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Suite G01, 15-31 Pelham Street, Carlton, Victoria, Australia; School of Psychology, Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia
| | - Amber Sweeny
- Department of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, USA
| | | | | | - Laura Yarborough
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, USA
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