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Locke BW, Gomez-Lumbreras A, Tan CJ, Nonthasawadsri T, Veettil SK, Patikorn C, Chaiyakunapruk N. The association of weight loss from anti-obesity medications or bariatric surgery and apnea-hypopnea index in obstructive sleep apnea. Obes Rev 2024; 25:e13697. [PMID: 38342767 DOI: 10.1111/obr.13697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 10/23/2023] [Accepted: 12/06/2023] [Indexed: 02/13/2024]
Abstract
INTRODUCTION Weight loss is recommended for individuals with obstructive sleep apnea (OSA) and overweight or obesity, but there is limited evidence to guide the selection of weight management strategies for patients who do not lose sufficient weight with diet and lifestyle changes. We evaluated the relationship between weight loss caused by pharmacologic or surgical interventions and subsequent improvement in OSA by the apnea-hypopnea index (AHI). METHODS PubMed, Cochrane CENTRAL, and EMBASE were searched for randomized trials comparing pharmacologic or surgical obesity interventions to usual care, placebo, or no treatment in adults with OSA. The association between percentage weight loss and AHI change between randomization and last follow-up was evaluated using meta-regression. PROSPERO CRD42022378853. RESULTS Ten eligible trials (n = 854 patients) were included. Four (n = 211) assessed bariatric surgery, and 6 (n = 643) assessed pharmacologic interventions over a median follow-up of 13 months (interquartile range 6-26 months). The linear best estimate of the change in AHI is 0.45 events per hour (95% Confidence Interval 0.18 to 0.73 events per hour) for every 1% body weight lost. CONCLUSIONS Weight loss caused by medication or surgery caused a proportionate improvement of the AHI. Providers could consider extrapolating from this relationship when advising patients of the expected effects of other pharmacologic or surgical interventions without direct evidence in OSA.
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Affiliation(s)
- Brian W Locke
- Division of Pulmonary and Critical Care, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Ainhoa Gomez-Lumbreras
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
| | - Chia Jie Tan
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
| | - Teerawat Nonthasawadsri
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
| | - Sajesh K Veettil
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
- Department of Pharmacy Practice, School of Pharmacy, International Medical University, Kuala Lumpur, Malaysia
| | - Chanthawat Patikorn
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
- Department of Social and Administrative Pharmacy, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Nathorn Chaiyakunapruk
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
- IDEAS Center, Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, Utah, USA
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Gomez-Lumbreras A, Leston Vazquez M, Vilaplana-Carnerero C, Prat-Vallverdu O, Vedia C, Morros R, Giner-Soriano M. Drug Exposure During Pregnancy: A Case-Control Study from a Primary Care Database. Womens Health Rep (New Rochelle) 2024; 5:13-21. [PMID: 38249939 PMCID: PMC10798141 DOI: 10.1089/whr.2023.0123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/13/2023] [Indexed: 01/23/2024]
Abstract
Objective Drug exposure during pregnancy is frequent, even more during first trimester as pregnant women might not be aware of their condition. We used available electronic health records (EHRs) to describe the use of medications during the first trimester in pregnant women and to compare drug exposure between those women who had an abortion (either elective or spontaneous) compared to those who had live births. Materials and Methods Case-control study of abortions, either elective or spontaneous (cases), and live birth pregnancies (controls) in Sistema d'Informació per al Desenvolupament de la Investigació en Atenció Primària (Catalan Primary Health electronic health records) from 2012 to 2020. Exposure to drugs during first trimester of pregnancy was considered to estimate the association with abortion by conditional logistic regression and adjusted by health conditions and other drugs exposure. Results Sixty thousand three hundred fifty episodes of abortions were matched to 118,085 live birth pregnancy episodes. Cases had higher rates of alcohol intake (9.9% vs. 7.2%, p < 0.001), smoking (4.5% vs. 3.6%, p < 0.001), and previous abortions (9.9% vs. 7.8%, p < 0.001). Anxiety (30.3% and 25.1%, p < 0.001), respiratory diseases (10.6% and 9.2%, p < 0.001), and migraine (8.2% and 7.3%, p < 0.001), for cases and controls, respectively, were the most frequent baseline conditions. Cases had lower rate of drug exposure, 40,148 (66.5%) versus 80,449 (68.1%), p < 0.001. Association with abortion was found for systemic antihistamines (adjusted odds ratio [ORadj] 1.23, 95% confidence interval [CI] 1.19-1.27), antidepressants (ORadj 1.11, 95% CI 1.06-1.17), anxiolytics (ORadj 1.31, 95% CI 1.26-1.73), and nonsteroidal anti-inflammatory drugs (ORadj 1. 63, 95% CI 1.59-1.67). Conclusions These high rates of drug exposures during the first trimester of pregnancy highlights the relevance of informed prescription to women with childbearing potential.
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Affiliation(s)
- Ainhoa Gomez-Lumbreras
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
| | - Marta Leston Vazquez
- Àrea del Medicament i Servei de Farmàcia, Gerència d'Atenció Primària Barcelona Ciutat, Institut Català de la Salut, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
| | - Carles Vilaplana-Carnerero
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Plataforma SCReN, UIC IDIAPJGol, Barcelona, Spain
| | - Oriol Prat-Vallverdu
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Marketing farmacéutico & Investigación clínica, Barcelona, Spain
| | - Cristina Vedia
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Servei d'Atenció Primària Maresme, Barcelona, Spain
| | - Rosa Morros
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Plataforma SCReN, UIC IDIAPJGol, Barcelona, Spain
- Institut Català de la Salut, Barcelona, Spain
| | - Maria Giner-Soriano
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
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Gomez-Lumbreras A, Ghule P, Panchal R, Giannouchos T, Lockhart CM, Brixner D. Real-world evidence in the use of Bevacizumab in age-related macular degeneration (ArMD): a scoping review. Int Ophthalmol 2023; 43:4527-4539. [PMID: 37606820 DOI: 10.1007/s10792-023-02853-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 08/05/2023] [Indexed: 08/23/2023]
Abstract
PURPOSE Pharmacological treatments for age-related macular degeneration (ArMD) include anti-vascular endothelial growth factor therapies. Bevacizumab is used off-label, as it has no indication for ArMD. This study aims to identify and describe literature on real-world evidence of bevacizumab (originator or biosimilars) use in ArMD. METHODS A scoping review was conducted in Medline, CINAHL and Embase databases. Studies published in English after September 2017, conducted in USA, including adults (≥ 18 years old) with ArMD who received treatment with bevacizumab for ArMD were included. The review was further limited to peer-reviewed observational studies that quantitatively analyze either clinical or patient-reported outcomes among patients treated with bevacizumab for ArMD. RESULTS The search strategy retrieved 543 studies. After title and abstract screening, a total of 142 studies were selected for full-text review leading to a total of 12 studies qualifying for data charting. All were retrospective studies. Five (41.6%) of the studies had less than 500 eyes included in the analysis, and the rest had over a thousand eyes. All except one study reported clinical outcomes (visual acuity was the main outcome in 8 (66.6%) studies). There were 3 (25%) studies reporting adverse events of bevacizumab intravitreal injections. None of the studies specified using biosimilars for bevacizumab and none mentioned patient-reported outcomes. CONCLUSION The lack of studies aiming to study the patient-reported outcomes as well as the use of biosimilars of bevacizumab in ArMD makes this field a potential for future research. The different exposures and times to follow-up make it difficult to compare results among the selected studies.
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Affiliation(s)
- Ainhoa Gomez-Lumbreras
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, 30S 2000E, Salt Lake City, UT, 84112, USA.
| | - Priyanka Ghule
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, 30S 2000E, Salt Lake City, UT, 84112, USA
| | - Rupesh Panchal
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, 30S 2000E, Salt Lake City, UT, 84112, USA
- University of Utah Health Plans, Murray, UT, USA
- ZS, 2535 West Hillcrest Drive Suite 100, Thousand Oaks, CA, 91320, USA
| | - Theodoros Giannouchos
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, 30S 2000E, Salt Lake City, UT, 84112, USA
- Department of Health Policy and Organization, School of Public Health, The University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Catherine M Lockhart
- Biologics and Biosimilars Collective Intelligence Consortium, Alexandria, VA, USA
| | - Diana Brixner
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, 30S 2000E, Salt Lake City, UT, 84112, USA
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Gomez-Lumbreras A, Mercadal Vilchez S, Villa-Zapata L, Malone DC, Couriel DR. Chimeric antigen receptor T-cell immunotherapies adverse events reported to FAERS database: focus on cytopenias. Leuk Lymphoma 2023; 64:2071-2080. [PMID: 37708442 DOI: 10.1080/10428194.2023.2254430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/17/2023] [Accepted: 08/26/2023] [Indexed: 09/16/2023]
Abstract
Chimeric antigen receptor (CAR) T-cell therapy presents a promising treatment for hematologic malignancies, displaying high efficacy but not being exempt from toxicity. In this observational study, we assessed adverse events (AEs) reported to the Food and Drug Adverse Event Reporting System (FAERS) including any of the six approved CAR T-cell therapies. A total of 5249 reports mentioning a CAR T-cell as a suspect product were retrieved from the FAERS database, containing a total of 24333 AEs, of which 3236 (13.3%) were cytopenias. The highest number of AEs mentioned by the report was observed for tisagenlecleucel (mean = 6.7), with the lowest for ciltacabtagene (mean = 1.3). Among all reports, hematopoietic leukopenia was the most frequently reported AEs (n = 1386, 5.7%), with hematopoietic erytropenia the least reported (n = 291, 1.2%). Tisagenlecleucel showed a high reporting odds ratio for hematopoietic erythropenia (27.28, 95%CI 14.04-53.00), leukopenia (4.04, 95%CI 3.52-4.64), and thrombocytopenia (4.01, 95%CI 3.19-5.03). Cytopenias represent one of the most frequently reported AEs in FAERS, a CAR T-cell therapy is indicated, with haematopoetic leukopenia being the most common. When comparing different CAR-T cell therapies, the cytopenias' reporting odds ratio was particularly high for tisagenlecleucel, especially in relation to hematopoietic erythropenia.
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Affiliation(s)
- Ainhoa Gomez-Lumbreras
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Santiago Mercadal Vilchez
- Transplant and Cellular Therapy Program, Huntsman Cancer Institute, University of Utah, UT, USA
- Cellular Therapy and Regenerative Medicine, University of Utah, UT, USA
| | - Lorenzo Villa-Zapata
- Department of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens, GA, USA
| | - Daniel C Malone
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Daniel R Couriel
- Transplant and Cellular Therapy Program, Huntsman Cancer Institute, University of Utah, UT, USA
- Cellular Therapy and Regenerative Medicine, University of Utah, UT, USA
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Lestón Vázquez M, Vilaplana-Carnerero C, Gomez-Lumbreras A, Prat-Vallverdu O, Marsal JR, Vedia Urgell C, Giner-Soriano M, Morros R. Drug exposure during pregnancy in primary care: an algorithm and observational study from SIDIAP database, Catalunya, Spain. BMJ Open 2023; 13:e071335. [PMID: 37607789 PMCID: PMC10445402 DOI: 10.1136/bmjopen-2022-071335] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 07/11/2023] [Indexed: 08/24/2023] Open
Abstract
OBJECTIVES To develop an algorithm to identify pregnancy episodes in women at childbearing age using SIDIAP (Information System for the Improvement of Research in Primary Care) data (Catalunya, Spain).To describe drugs dispensed during gestation. DESIGN Construction of an algorithm to identify all pregnancy episodes occurred from January 2011 to June 2020 in women aged 12-50. The variables used to create the algorithm include first day of last menstrual period, reasons for pregnancy termination and diagnoses registered in the primary healthcare records. Population-based cohort study including the pregnancy episodes identified by the algorithm. SETTING Catalonia, Spain. PARTICIPANTS All women aged 12-50 with at least one pregnancy episode occurred during January 2011-June 2020. INTERVENTIONS No interventions performed. PRIMARY AND SECONDARY OUTCOME MEASURES Identification of pregnancy episodes through an algorithm and description of drug exposure. RESULTS We identified 327 865 pregnancy episodes in 250 910 people with a mean age of 31.3 years. During the study period, 83.4% of the episodes were exposed to at least one drug. The most frequent groups dispensed were iron preparations (48% of pregnancy episodes), iodine therapy (40.2%), analgesics and antipyretics (28%), penicillins (19.8%), vitamin B12 plus folic acid (19.7%) and non-steroidal anti-inflammatory drugs (NSAIDs, 15.1%). The supplements were more frequently dispensed at least twice, and the drugs for acute conditions were mainly dispensed only once during the pregnancy episode. CONCLUSIONS We developed an algorithm to automatically identify the pregnancy periods in SIDIAP.We described prescription drugs used during pregnancy. The most used ones were supplements, analgesics, NSAID or antibiotics.SIDIAP might be an efficient database to study drug safety during pregnancy and the consequences of drug use in the offspring. TRIAL REGISTRATION NUMBER EUPAS37675.
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Affiliation(s)
- Marta Lestón Vázquez
- Àrea del Medicament i Servei de Farmàcia, Gerència d'Atenció Primària Barcelona Ciutat, Institut Català de la Salut, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
| | - Carles Vilaplana-Carnerero
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Ainhoa Gomez-Lumbreras
- College of Pharmacy, Department of Pharmacotherapy, University of Utah, Salt Lake City, Utah, USA
| | - Oriol Prat-Vallverdu
- Marketing farmacéutico & Investigación clínica, Barcelona, Spain
- Former employee at IDIAPJGol, Barcelona, Spain
| | - Josep Ramon Marsal
- Former employee at IDIAPJGol, Barcelona, Spain
- RTI Health Solutions Barcelona, Barcelona, Spain
| | - Cristina Vedia Urgell
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Unitat de farmàcia, Servei d'Atenció Primària Barcelonès Nord i Maresme, Badalona, Spain
| | - Maria Giner-Soriano
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Rosa Morros
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
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Zhang T, Gephart SM, Subbian V, Boyce RD, Villa-Zapata L, Tan MS, Horn J, Gomez-Lumbreras A, Romero AV, Malone DC. Barriers to Adoption of Tailored Drug-Drug Interaction Clinical Decision Support. Appl Clin Inform 2023; 14:779-788. [PMID: 37793617 PMCID: PMC10550365 DOI: 10.1055/s-0043-1772686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 07/20/2023] [Indexed: 10/06/2023] Open
Abstract
OBJECTIVE Despite the benefits of the tailored drug-drug interaction (DDI) alerts and the broad dissemination strategy, the uptake of our tailored DDI alert algorithms that are enhanced with patient-specific and context-specific factors has been limited. The goal of the study was to examine barriers and health care system dynamics related to implementing tailored DDI alerts and identify the factors that would drive optimization and improvement of DDI alerts. METHODS We employed a qualitative research approach, conducting interviews with a participant interview guide framed based on Proctor's taxonomy of implementation outcomes and informed by the Theoretical Domains Framework. Participants included pharmacists with informatics roles within hospitals, chief medical informatics officers, and associate medical informatics directors/officers. Our data analysis was informed by the technique used in grounded theory analysis, and the reporting of open coding results was based on a modified version of the Safety-Related Electronic Health Record Research Reporting Framework. RESULTS Our analysis generated 15 barriers, and we mapped the interconnections of these barriers, which clustered around three entities (i.e., users, organizations, and technical stakeholders). Our findings revealed that misaligned interests regarding DDI alert performance and misaligned expectations regarding DDI alert optimizations among these entities within health care organizations could result in system inertia in implementing tailored DDI alerts. CONCLUSION Health care organizations primarily determine the implementation and optimization of DDI alerts, and it is essential to identify and demonstrate value metrics that health care organizations prioritize to enable tailored DDI alert implementation. This could be achieved via a multifaceted approach, such as partnering with health care organizations that have the capacity to adopt tailored DDI alerts and identifying specialists who know users' needs, liaise with organizations and vendors, and facilitate technical stakeholders' work. In the future, researchers can adopt the systematic approach to study tailored DDI implementation problems from other system perspectives (e.g., the vendors' system).
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Affiliation(s)
- Tianyi Zhang
- Department of Systems and Industrial Engineering, College of Engineering, University of Arizona, Tucson, Arizona
| | - Sheila M. Gephart
- Advanced Nursing Practice and Science Division, College of Nursing, University of Arizona, Tucson, Arizona
| | - Vignesh Subbian
- Department of Systems and Industrial Engineering, College of Engineering, University of Arizona, Tucson, Arizona
| | - Richard D. Boyce
- Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Lorenzo Villa-Zapata
- Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens, Georgia
| | - Malinda S. Tan
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah
| | - John Horn
- Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, Washington
| | - Ainhoa Gomez-Lumbreras
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah
| | | | - Daniel C. Malone
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah
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Villa-Zapata L, Gomez-Lumbreras A, Lee Y, Tan MS, Malone D. COVID-19 vaccine adverse events in a population aged 5-17 years: a study from the VAERS database. An Pediatr (Barc) 2023; 98:310-312. [PMID: 36922249 PMCID: PMC10009742 DOI: 10.1016/j.anpede.2022.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 10/17/2022] [Indexed: 03/14/2023] Open
Affiliation(s)
| | | | - Yeseul Lee
- Facultad de Farmacia, Mercer University, Atlanta, Georgia, USA
| | - Malinda S Tan
- Facultad de Farmacia, University of Utah, Salt Lake City, Utah, USA
| | - Daniel Malone
- Facultad de Farmacia, University of Utah, Salt Lake City, Utah, USA
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Hansten PD, Tan MS, Horn JR, Gomez-Lumbreras A, Villa-Zapata L, Boyce RD, Subbian V, Romero A, Gephart S, Malone DC. Colchicine Drug Interaction Errors and Misunderstandings: Recommendations for Improved Evidence-Based Management. Drug Saf 2023; 46:223-242. [PMID: 36522578 PMCID: PMC9754312 DOI: 10.1007/s40264-022-01265-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/27/2022] [Indexed: 12/23/2022]
Abstract
Colchicine is useful for the prevention and treatment of gout and a variety of other disorders. It is a substrate for CYP3A4 and P-glycoprotein (P-gp), and concomitant administration with CYP3A4/P-gp inhibitors can cause life-threatening drug-drug interactions (DDIs) such as pancytopenia, multiorgan failure, and cardiac arrhythmias. Colchicine can also cause myotoxicity, and coadministration with other myotoxic drugs may increase the risk of myopathy and rhabdomyolysis. Many sources of DDI information including journal publications, product labels, and online sources have errors or misleading statements regarding which drugs interact with colchicine, as well as suboptimal recommendations for managing the DDIs to minimize patient harm. Furthermore, assessment of the clinical importance of specific colchicine DDIs can vary dramatically from one source to another. In this paper we provide an evidence-based evaluation of which drugs can be expected to interact with colchicine, and which drugs have been stated to interact with colchicine but are unlikely to do so. Based on these evaluations we suggest management options for reducing the risk of potentially severe adverse outcomes from colchicine DDIs. The common recommendation to reduce the dose of colchicine when given with CYP3A4/P-gp inhibitors is likely to result in colchicine toxicity in some patients and therapeutic failure in others. A comprehensive evaluation of the almost 100 reported cases of colchicine DDIs is included in table form in the electronic supplementary material. Colchicine is a valuable drug, but improvements in the information about colchicine DDIs are needed in order to minimize the risk of serious adverse outcomes.
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Affiliation(s)
| | - Malinda S Tan
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
| | - John R Horn
- School of Pharmacy, University of Washington, Seattle, WA, USA
| | - Ainhoa Gomez-Lumbreras
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
| | | | - Richard D Boyce
- Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Vignesh Subbian
- College of Engineering, University of Arizona, Tucson, AZ, USA
| | - Andrew Romero
- Department of Pharmacy, Tucson Medical Center, Tucson, AZ, USA
| | - Sheila Gephart
- College of Nursing, University of Arizona, Tucson, AZ, USA
| | - Daniel C Malone
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
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9
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Kravchenko OV, Boyce RD, Gomez-Lumbreras A, Kocis PT, Villa Zapata L, Tan M, Leonard CE, Andersen KM, Mehta H, Alexander GC, Malone DC. Drug-drug interaction between dexamethasone and direct-acting oral anticoagulants: a nested case-control study in the National COVID Cohort Collaborative (N3C). BMJ Open 2022; 12:e066846. [PMID: 36581417 PMCID: PMC9806069 DOI: 10.1136/bmjopen-2022-066846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE The goal of this work is to evaluate if there is an increase in the risk of thromboembolic events (TEEs) due to concomitant exposure to dexamethasone and apixaban or rivaroxaban. Direct oral anticoagulants (DOACs), as well as corticosteroid dexamethasone, are commonly used to treat individuals hospitalised with COVID-19. Dexamethasone induces cytochrome P450-3A4 enzyme that also metabolises DOACs apixaban and rivaroxaban. This raises a concern about possible interaction between dexamethasone and DOACs that may reduce the efficacy of the DOACs and result in an increased risk of TEE. DESIGN We used nested case-control study design. SETTING This study was conducted in the National COVID Cohort Collaborative (N3C), the largest electronic health records repository for COVID-19 in the USA. PARTICIPANTS Study participants were adults over 18 years who were exposed to a DOAC for 10 or more consecutive days. Exposure to dexamethasone was at least 5 or more consecutive days. PRIMARY AND SECONDARY OUTCOME MEASURES Our primary exposure variable was concomitant exposure to dexamethasone for 5 or more days after exposure to either rivaroxaban or apixaban for 5 or more consecutive days. We used McNemar's Χ2 test and adjusted logistic regression to evaluate association between concomitant use of dexamethasone with either apixaban or rivaroxaban. RESULTS McNemar's Χ2 test did not find a discernible association of TEE in patients concomitantly exposed to dexamethasone and a DOAC (χ2=0.5, df=1, p=0.48). In addition, a conditional logistic regression model did not find an increase in the risk of TEE (adjusted OR 1.15, 95% CI 0.32 to 4.18). CONCLUSION This nested case-control study did not find evidence of an association between concomitant exposure to dexamethasone and a DOAC with an increase in risk of TEE. Due to small sample size, an association cannot be completely ruled out.
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Affiliation(s)
- Olga V Kravchenko
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Richard D Boyce
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Paul T Kocis
- Department of Pharmacology, Penn State Health Milton S Hershey Medical Center, Hershey, Pennsylvania, USA
| | | | - Malinda Tan
- Pharmacotherapy Outcomes Research Center, The University of Utah College of Pharmacy, Salt Lake City, Utah, USA
| | - Charles E Leonard
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Kathleen M Andersen
- Center for Drug Safety and Effectiveness, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Hemalkumar Mehta
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - G Caleb Alexander
- Center for Drug Safety and Effectiveness, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Daniel C Malone
- College of Pharmacy, University of Utah Health, Salt Lake City, Utah, USA
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10
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Giner-Soriano M, Gomez-Lumbreras A, Vedia C, Ouchi D, Morros R. Risk of thrombotic events and other complications in anticoagulant users infected with SARS-CoV-2: an observational cohort study in primary health care in SIDIAP (Catalonia, Spain). BMC Prim Care 2022; 23:147. [PMID: 35676639 PMCID: PMC9174624 DOI: 10.1186/s12875-022-01752-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 05/26/2022] [Indexed: 09/02/2023]
Abstract
Abstract
Background
The risk of thromboembolic events and COVID-19 complications in anticoagulated patients once hospitalized has been widely analyzed. We aim to assess these outcomes in primary health care (PHC) patients chronically treated with oral anticoagulants (OAC) in comparison with non-treated.
Methods
Cohort study including adults with COVID-19 diagnosis in the PHC records in Catalonia, Spain; from March to June 2020. Patients were matched between exposed and non-exposed to OAC based on age and gender in a 1:2 design. Data source is the Information System for Research in Primary Care (SIDIAP).
Results
We included 311,542 individuals with COVID-19. After propensity score matching, we obtained a cohort of 20,360 people, 10,180 exposed and 10,180 non-exposed to OAC. Their mean age was 79.9 and 52.1% were women. Patients exposed to OAC had a higher frequency of comorbidities than non-exposed. Anticoagulated patients had a higher risk of hospital admission (IRR 1.16, 95% CI 1.03–1.29), and of stroke and pulmonary embolism than non-anticoagulated (IRR 1,80, 95% CI 1.06–3.06). The risk of pneumonia was not different between groups (IRR 1.04, 95% CI 0.84–1.30). We found a lower risk of death in patients exposed to OAC (IRR 0.60, 95% CI 0.55–0.65).
Conclusions
OAC users in our study had more comorbidities and were older than non-users, well known risks for hospitalization being confirmed with our results. We also found in our study that OAC exposure was not associated to an increased risk in the mortality rate, and it was associated with higher risks of hospital admission and thromboembolic events, although we cannot assess the effect of the interventions applied during hospital admission on the outcomes studied, as our database is a PHC database.
Trial registration
EUPAS register: EUPAS37205.
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11
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Ko J, Mendelsohn A, Daniels K, Gomez-Lumbreras A, Marshall J, McDermott CL, Pawloski PA, Yee GC, Lockhart C. Utilization, user characteristics, and adverse outcomes of bevacizumab products in oncology in a distributed research network. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.28_suppl.400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
400 Background: Bevacizumab (Avastin), an anti-angiogenic agent, was approved for various oncologic indications in 2004 in the US. Two biosimilars, bevacizumab-awwb (Mvasi) and bevacizumab-bvzr (Zirabev), were on the market 2017 and 2019, respectively. Real-world data on adverse events for bevacizumab biosimilars is limited. Methods: We conducted a retrospective cohort study using the Biologics and Biosimilars Collective Intelligence Consortium (BBCIC) distributed database to evaluate utilization patterns, patient characteristics, and prespecified adverse events of interest for the originator bevacizumab relative to its biosimilars in oncology among users 21 years of age and older between January 1, 2010, to December 31, 2020. Oncology indications included colon, lung, and gynecologic (cervical, uterine, and ovarian) cancers. Adverse events (AEs) of interest were arterial thromboembolism (ATE), congestive heart failure (CHF), gastrointestinal perforation, stroke and acute myocardial infarction (AMI), and venous thromboembolism (VTE). The study analyzed biosimilars collectively, which include bevacizumab-awwb and bevacizumab-bvzr. Results: Both bevacizumab originator and biosimilar users for colon cancer were mostly male (55%), had a mean age of 61 years, and a mean Charlson/Elixhauser combined comorbidity score from 7.0 to 8.0. Among patients with lung cancer users, 53% were female with an overall mean age of 64 years and comorbidity scores from 6.4 to 7.5. Patients with gynecologic cancers had mean age of 63 years, and comorbidity scores from 6.1 to 6.7. Overall, oncologic bevacizumab use increased by 19% over time. Of the 24,044 total episodes from 2010 to 2020, AEs included ATE (2,560 events, 11%), CHF (2,092 events, 9%), gastrointestinal perforation (2,858 events, 12%), stroke/AMI (399 events, 2%), and VTE (4,447 events, 19%). AE rates were comparable between the originator and biosimilars: 7% and 8% for ATE, 5% and 4% for CHF, 9% and 8% for gastrointestinal perforation, 0.6% and 1% for stroke and AMI, and 10% and 8% for VTE, respectively. From 2019 to 2020, biosimilar use increased from 6% to 49% of total bevacizumab utilization for patients with colon cancer, from 2% to 36% for patients with lung cancer, and from 2% to 38% for patients with gynecologic cancers. Conclusions: Bevacizumab utilization increased across all oncology indications evaluated during the study period. From 2019 to 2020, utilization for biosimilars relative to the originator increased. As there are limited data available on bevacizumab biosimilar use in real world settings, future research should be conducted to see if utilization for biosimilar products continues to rise as well as safety over time.
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Affiliation(s)
- Jenice Ko
- Harvard Pilgrim Healthcare Institute, Boston, MA
| | - Aaron Mendelsohn
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | | | | | | | - Cara L. McDermott
- Cambia Palliative Care Center of Excellence at UW Medicine, Seattle, WA
| | | | - Gary C. Yee
- University of Nebraska Medical Center, Omaha, NE
| | - Catherine Lockhart
- Biologics and Biosimilars Collective Intelligence Consortium, Alexandria, VA
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Tan MS, Gomez-Lumbreras A, Villa-Zapata L, Malone DC. Colchicine and macrolides: a cohort study of the risk of adverse outcomes associated with concomitant exposure. Rheumatol Int 2022; 42:2253-2259. [PMID: 36104598 PMCID: PMC9473467 DOI: 10.1007/s00296-022-05201-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 08/27/2022] [Indexed: 11/25/2022]
Abstract
Colchicine is increasingly used as the number of potential indications expands. However, it also has a narrow therapeutic index that is associated with bothersome to severe side effects. When concomitantly use with medications inhibiting its metabolism, higher plasma levels will result and increase likelihood of colchicine toxicity. We conducted a cohort study using electronic health records comparing encounters with colchicine plus a macrolide and colchicine with an antibiotic non-macrolide. We assessed the relationship between the two groups using adjusted multivariate logistic regression models and the risk of rhabdomyolysis, pancytopenia, muscular weakness, heart failure, acute hepatic failure and death. 12670 patients on colchicine plus an antibiotic non-macrolide were compared to 2199 patients exposed to colchicine plus a macrolide. Patients exposed to colchicine and a macrolide were majority men (n = 1329, 60.4%) and white (n = 1485, 67.5%) in their late sixties (mean age in years 68.4, SD 15.6). Heart failure was more frequent in the colchicine plus a macrolide cohort (n = 402, 18.3%) vs the colchicine non-macrolide one (n = 1153, 9.1%) (p < 0.0001) and also had a higher mortality rate [(85 (3.87%) vs 289 (2.28%), p < 0.0001 macrolides vs non-macrolides cohorts, respectively]. When the sample was limited to individuals exposed to either clarithromycin or erythromycin and colchicine, the adjusted OR for acute hepatic failure was 2.47 (95% CI 1.04–5.91) and 2.06 for death (95% CI 1.07–3.97). There is a significant increase in the risk of hepatic failure and mortality when colchicine is concomitantly administered with a macrolide. Colchicine should not be used concomitantly with these antibiotics or should be temporarily discontinued to avoid toxic levels of colchicine.
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Vona-Giralt G, Vilaplana-Carnerero C, Ouchi D, Gomez-Lumbreras A, Morros R, Giner-Soriano M. Risk of psychiatric events in women treated with isotretinoin: a self-controlled study with SIDIAP database. Expert Opin Drug Saf 2022; 22:213-219. [PMID: 36045482 DOI: 10.1080/14740338.2022.2120608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Since isotretinoin marketing, reports of psychiatric events have been noted. Howeverto date, a relation between these events and acne or isotretinoin treatment has not been clearly established. Our objective was to analyze the incidence of psychiatric events in women receiving isotretinoin. METHODS Self-controlled study including women treated with isotretinoin from July 2014 to December 2018. Data source was SIDIAP, a primary health care-based database from Catalonia, Spain. Risk of psychiatric events was analyzed during the isotretinoin exposure and during the previous and posterior periods of non-exposure. RESULTS We included 4,738 women in the study, 25.3% of them had history psychiatric disorders prior to receiving isotretinoin. During the follow-up, 782 (16.5%) patients were diagnosed with new mental disorders and 925 (19.5%) received new psychotropic drug prescriptions. We found a trend to an increase of new events when the previous non-exposure and the isotretinoin exposure periods were compared, with no significant differences. Incident psychiatric events during isotretinoin exposure was significantly higher in those patients with previous psychiatric history. CONCLUSIONS We cannot conclude any causality between acne and isotretinoin and the appearance of new psychiatric events. However, we contribute to the evidence with a more robust methodological approach, which minimizes the effect of confounding variables.
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Affiliation(s)
- Gemma Vona-Giralt
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | - Carles Vilaplana-Carnerero
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | - Dan Ouchi
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | - Ainhoa Gomez-Lumbreras
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | - Rosa Morros
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.,Departament de Farmacologia, Terapèutica i Toxicologia, Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain.,Institut Català de la Salut, Barcelona, Spain.,Plataforma SCReN, UICEC IDIAP Jordi Gol, Barcelona, Spain
| | - Maria Giner-Soriano
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
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14
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Giner-Soriano M, Díaz Baena D, Ouchi D, Gomez-Lumbreras A, Morros R. [Pharmacological treatment of the heart failure according to the ventricular ejection fraction in primary care]. Aten Primaria 2022; 54:102362. [PMID: 35777241 PMCID: PMC9251560 DOI: 10.1016/j.aprim.2022.102362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 03/07/2022] [Accepted: 03/30/2022] [Indexed: 11/19/2022] Open
Abstract
Objetivo Aunque se dispone de mejores diagnósticos y tratamientos, la insuficiencia cardíaca (IC) es una causa importante de muerte en España. El objetivo de este estudio es describir el tratamiento y las características de la población con IC crónica, clasificada según la fracción de eyección del ventrículo izquierdo (FEVI). Diseño Estudio observacional de cohortes de base poblacional en atención primaria (AP). Emplazamiento Cataluña, 2014-2018. Participantes Se incluyeron pacientes adultos con diagnóstico incidente de IC clasificada según la FEVI. Intervención Análisis de los datos de salud registrados en la base de datos Sistema de Información para el Desarrollo de la Investigación en AP (SIDIAP). Variables principales Demográficas, FEVI, comorbilidades y uso de fármacos para la IC. Resultados Se incluyeron 10.130 pacientes; el 18,9% con FEVI < 40 (ICFEr), el 15,9% con FEVI 40-49 (ICFEi) y el 65,2% con FEVI ≥ 50 (ICFEp), este último grupo con mayor proporción de mujeres (57,5%) y una mayor edad media (80,2 años). La población con ICFEi era similar a la de ICFEr en edad, género, comorbilidades o tratamiento. Las comorbilidades más frecuentes eran la hipertensión (78.3%), la dislipemia (54%) y la fibrilación auricular (41,5%). Los tratamientos más frecuentes fueron los β-bloqueantes, con diferencias según la FEVI (FEVIr 1.515 [79,2%], FEVIi 1.142 [70,8%] y FEVIp 3.371 [51,0%]), seguido de los diuréticos de asa (65,7%). Conclusiones El tratamiento farmacológico de la IC varía en función de la FEVI. El tratamiento y las características poblacionales de los pacientes con ICFEi son similares a aquellos con ICFEr.
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Affiliation(s)
- Maria Giner-Soriano
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, España; Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, España
| | - Dioselina Díaz Baena
- Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, España; UCEVA Unidad Central del Valle del Cauca, Tuluá, Valle del Cauca, Colombia
| | - Dan Ouchi
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, España; Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, España
| | - Ainhoa Gomez-Lumbreras
- College of Pharmacy, Department of Pharmacotherapy, University of Utah, Salt Lake City, Utah, EE. UU..
| | - Rosa Morros
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, España; Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, España; Institut Català de la Salut, Departament de Salut, Generalitat de Catalunya, Barcelona, España
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15
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Thurin NH, Pajouheshnia R, Roberto G, Dodd C, Hyeraci G, Bartolini C, Paoletti O, Nordeng H, Wallach-Kildemoes H, Ehrenstein V, Dudukina E, MacDonald T, De Paoli G, Loane M, Damase-Michel C, Beau AB, Droz-Perroteau C, Lassalle R, Bergman J, Swart K, Schink T, Cavero-Carbonell C, Barrachina-Bonet L, Gomez-Lumbreras A, Giner-Soriano M, Aragón M, Neville AJ, Puccini A, Pierini A, Ientile V, Trifirò G, Rissmann A, Leinonen MK, Martikainen V, Jordan S, Thayer D, Scanlon I, Georgiou ME, Cunnington M, Swertz M, Sturkenboom M, Gini R. From Inception to ConcePTION: Genesis of a Network to Support Better Monitoring and Communication of Medication Safety During Pregnancy and Breastfeeding. Clin Pharmacol Ther 2021; 111:321-331. [PMID: 34826340 PMCID: PMC9299060 DOI: 10.1002/cpt.2476] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 10/24/2021] [Indexed: 02/01/2023]
Abstract
In 2019, the Innovative Medicines Initiative (IMI) funded the ConcePTION project-Building an ecosystem for better monitoring and communicating safety of medicines use in pregnancy and breastfeeding: validated and regulatory endorsed workflows for fast, optimised evidence generation-with the vision that there is a societal obligation to rapidly reduce uncertainty about the safety of medication use in pregnancy and breastfeeding. The present paper introduces the set of concepts used to describe the European data sources involved in the ConcePTION project and illustrates the ConcePTION Common Data Model (CDM), which serves as the keystone of the federated ConcePTION network. Based on data availability and content analysis of 21 European data sources, the ConcePTION CDM has been structured with six tables designed to capture data from routine healthcare, three tables for data from public health surveillance activities, three curated tables for derived data on population (e.g., observation time and mother-child linkage), plus four metadata tables. By its first anniversary, the ConcePTION CDM has enabled 13 data sources to run common scripts to contribute to major European projects, demonstrating its capacity to facilitate effective and transparent deployment of distributed analytics, and its potential to address questions about utilization, effectiveness, and safety of medicines in special populations, including during pregnancy and breastfeeding, and, more broadly, in the general population.
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Affiliation(s)
- Nicolas H Thurin
- Bordeaux PharmacoEpi, INSERM CIC-P1401, Univ. Bordeaux, Bordeaux, France
| | - Romin Pajouheshnia
- Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | | | - Caitlin Dodd
- PharmacoEpidemiology and Drug Safety Research Group, Department of Pharmacy, and PharmaTox Strategic Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
| | - Giulia Hyeraci
- Agenzia regionale di sanità della Toscana, Florence, Italy
| | | | - Olga Paoletti
- Agenzia regionale di sanità della Toscana, Florence, Italy
| | - Hedvig Nordeng
- PharmacoEpidemiology and Drug Safety Research Group, Department of Pharmacy, and PharmaTox Strategic Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
| | - Helle Wallach-Kildemoes
- PharmacoEpidemiology and Drug Safety Research Group, Department of Pharmacy, and PharmaTox Strategic Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
| | - Vera Ehrenstein
- Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
| | - Elena Dudukina
- Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
| | - Thomas MacDonald
- MEMO Research, School of Medicine, University of Dundee, Dundee, UK
| | - Giorgia De Paoli
- MEMO Research, School of Medicine, University of Dundee, Dundee, UK
| | - Maria Loane
- Institute of Nursing and Health Research, Ulster University, Newtownabbey, UK
| | | | - Anna-Belle Beau
- INSERM, CERPOP: SPHERE, CIC 1436, Université de Toulouse, Toulouse, France
| | | | - Régis Lassalle
- Bordeaux PharmacoEpi, INSERM CIC-P1401, Univ. Bordeaux, Bordeaux, France
| | - Jorieke Bergman
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Karin Swart
- PHARMO Institute for Drug Outcomes Research, Utrecht, The Netherlands
| | - Tania Schink
- Leibniz Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
| | - Clara Cavero-Carbonell
- Fundació per al Foment de la Investigació Sanitaria i Biomédica de la Comunitat Valenciana (FISABIO), Valencia, Spain
| | - Laia Barrachina-Bonet
- Fundació per al Foment de la Investigació Sanitaria i Biomédica de la Comunitat Valenciana (FISABIO), Valencia, Spain
| | - Ainhoa Gomez-Lumbreras
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Maria Giner-Soriano
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - María Aragón
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Amanda J Neville
- IMER Registry (Emila Romagna Registry of Birth Defects), Center of Epidemiology for Clinical Research, University of Ferrara, Ferrara, Italy
| | - Aurora Puccini
- Drug Policy Service, Emilia Romagna Region Health Authority, Bologna, Italy
| | - Anna Pierini
- Epidemiology of Rare Diseases and Congenital Anomalies Unit, National Research Council-Institute of Clinical Physiology (CNR-IFC), Pisa, Italy
| | - Valentina Ientile
- Department of Biomedical and Dental Sciences and Morpho-functional Imaging, University of Messina, Messina, Italy
| | - Gianluca Trifirò
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Anke Rissmann
- Malformation Monitoring Centre Saxony-Anhalt, Medical Faculty, Otto-von-Guericke-University, Magdeburg, Germany
| | | | | | - Sue Jordan
- Faculty of Health and Life Science, Swansea University, Swansea, UK
| | - Daniel Thayer
- Faculty of Health and Life Science, Swansea University, Swansea, UK
| | - Ieuan Scanlon
- Faculty of Health and Life Science, Swansea University, Swansea, UK
| | | | | | - Morris Swertz
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Miriam Sturkenboom
- Department Datascience and Biostatistics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Rosa Gini
- Agenzia regionale di sanità della Toscana, Florence, Italy
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16
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Reese TJ, Del Fiol G, Morgan K, Hurwitz JT, Kawamoto K, Gomez-Lumbreras A, Brown ML, Thiess H, Vazquez SR, Nelson SD, Boyce R, Malone D. A Shared Decision-making Tool for Drug Interactions Between Warfarin and Nonsteroidal Anti-inflammatory Drugs: Design and Usability Study. JMIR Hum Factors 2021; 8:e28618. [PMID: 34698649 PMCID: PMC8579222 DOI: 10.2196/28618] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 07/19/2021] [Accepted: 07/25/2021] [Indexed: 11/13/2022] Open
Abstract
Background Exposure to life-threatening drug-drug interactions (DDIs) occurs despite the widespread use of clinical decision support. The DDI between warfarin and nonsteroidal anti-inflammatory drugs is common and potentially life-threatening. Patients can play a substantial role in preventing harm from DDIs; however, the current model for DDI decision-making is clinician centric. Objective This study aims to design and study the usability of DDInteract, a tool to support shared decision-making (SDM) between a patient and provider for the DDI between warfarin and nonsteroidal anti-inflammatory drugs. Methods We used an SDM framework and user-centered design methods to guide the design and usability of DDInteract—an SDM electronic health record app to prevent harm from clinically significant DDIs. The design involved iterative prototypes, qualitative feedback from stakeholders, and a heuristic evaluation. The usability evaluation included patients and clinicians. Patients participated in a simulated SDM discussion using clinical vignettes. Clinicians were asked to complete eight tasks using DDInteract and to assess the tool using a survey adapted from the System Usability Scale. Results The designed DDInteract prototype includes the following features: a patient-specific risk profile, dynamic risk icon array, patient education section, and treatment decision tree. A total of 4 patients and 11 clinicians participated in the usability study. After an SDM session where patients and clinicians review the tool concurrently, patients generally favored pain treatments with less risk of gastrointestinal bleeding. Clinicians successfully completed the tasks with a mean of 144 (SD 74) seconds and rated the usability of DDInteract as 4.32 (SD 0.52) of 5. Conclusions This study expands the use of SDM to DDIs. The next steps are to determine if DDInteract can improve shared decision-making quality and to implement it across health systems using interoperable technology.
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Affiliation(s)
| | | | - Keaton Morgan
- University of Utah, Salt Lake City, UT, United States
| | | | | | | | - Mary L Brown
- University of Arizona, Tuscon, AZ, United States
| | | | | | | | - Richard Boyce
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburg, PA, United States
| | - Daniel Malone
- University of Utah, Salt Lake City, UT, United States
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17
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Giner-Soriano M, Marsal JR, Gomez-Lumbreras A, Morros R. Risk of ischaemic stroke associated with antiepileptic drugs: a population-based case-control study in Catalonia. BMC Neurol 2021; 21:208. [PMID: 34030653 PMCID: PMC8142644 DOI: 10.1186/s12883-021-02237-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 04/30/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Cerebrovascular disorders have occurred more frequently in some Central Nervous System (CNS) disorders, such as epilepsy. Some CNS drugs have been associated with increased stroke risk. Our aim was to estimate the risk of ischaemic stroke in patients exposed to antiepileptic drugs (AED). METHODS Population-based matched case-control study using SIDIAP database, based in electronic health records from primary healthcare from Catalonia, Spain. Cases were those patients with a registered diagnosis of first stroke during 2009-2014. Up to 10 controls were selected for each case and matched by sex, age, and geographic area and without a prior diagnosis of stroke. We considered global drug exposure to AED, past and current exposure and exposure in monotherapy to each AED. RESULTS 2,865 cases and 19,406 controls were exposed to AED during the study period. Global exposure to levetiracetam [(ORadj3.3, CI95 % 2.8-4.0)], phenytoin [ORadj1.5, CI95 % 1.2-41.9)], and valproic acid [(ORadj 1.3, CI95 % 1.1-1.6)], showed significantly association to ischaemic stroke that was also maintained with current exposure of levetiracetam [ORadj4.1, CI95 % 3.3-5.2)] and valproic acid [ORadj1.4, CI95 % 1.1-1.9)]. Current levetiracetam monotherapy showed a very high risk of ischaemic stroke [(ORadj 5.1, CI95 % 3.7-6.9)]. CONCLUSIONS Drugs used for other conditions than epilepsy (pregabalin, gabapentin) were the most used AED and both did not show a risk. Levetiracetam shows a risk for stroke even when assessed in current monotherapy. The lack of data regarding the link with diagnosis and severity in our study makes it necessary to conduct further studies to confirm or dismiss our results, focussing on levetiracetam.
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Affiliation(s)
- Maria Giner-Soriano
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes 587, àtic, 08007, Barcelona, Spain.,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain
| | - Josep Ramon Marsal
- Unitat d'Epidemiologia, Servei de Cardiología, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, CIBERESP, Barcelona, Spain
| | - Ainhoa Gomez-Lumbreras
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes 587, àtic, 08007, Barcelona, Spain. .,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain. .,Facultat de Medicina, Universitat de Girona, Girona, Spain.
| | - Rosa Morros
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes 587, àtic, 08007, Barcelona, Spain.,Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain.,Institut Català de la Salut, Barcelona, Spain
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18
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Giner-Soriano M, Cortes J, Gomez-Lumbreras A, Prat-Vallverdú O, Quijada-Manuitt MA, Morros R. The use and adherence of oral anticoagulants in Primary Health Care in Catalunya, Spain: A real-world data cohort study. Aten Primaria 2020; 52:529-538. [PMID: 32788057 PMCID: PMC7505898 DOI: 10.1016/j.aprim.2020.05.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 05/05/2020] [Accepted: 05/21/2020] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVE We aimed to describe sociodemographic, comorbidities, co-medication and risk of thromboembolic events and bleeding in patients with NVAF initiating oral anticoagulants (OAC) for stroke prevention, and to estimate adherence and persistence to OAC. SETTING Primary Health Care (PHC) in the Catalan Health Institute (ICS), Catalunya, Spain. PARTICIPANTS All NVAF adult patients initiating OAC for stroke prevention in August 2013-December 2015. METHODS Population-based cohort study. Persistence was measured in patients initiating OAC in August 2013-December 2014. DATA SOURCE SIDIAP, which captures electronic health records from PHC in the (ICS), covering approximately 5.8 million people. RESULTS 51,690 NVAF patients initiated OAC; 47,197 (91.3%) were naive to OAC and 32,404 (62.7%) initiated acenocoumarol. Mean age was 72.8 years (SD 12.3) and 49.4% were women. Platelet-aggregation inhibitors were taken by 9105 (17.6%) of the patients. Persistence and adherence were estimated up to the end of follow-up. For 22,075 patients, persistence was higher among the non-naive patients [n=258 (61.7%)] than among the naive [n=11,502 (53.1%)]. Adherence was estimated for patients initiating DOAC and it was similar in naive and non-naive patients. Among the naive to DOAC treatment, those starting rivaroxaban showed a highest proportion [(n=360 (80.1%)] of good adherence at implementation (MPR>80%) while patients starting dabigatran were less adherent [n=203 (47.8%)]. CONCLUSIONS Acenocoumarol was the most frequently prescribed OAC as first therapy in NVAF patients. Non-naive to DOAC showed better persistence than naive. Rivaroxaban showed higher proportion of adherent patients during the implementation phase than apixaban and dabigatran the lowest.
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Affiliation(s)
- Maria Giner-Soriano
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain; Institut Català de la Salut, Departament de Salut, Generalitat de Catalunya, Barcelona, Spain
| | - Jordi Cortes
- Department d'Estadística i Investigació Operativa, Universitat Politècnica de Catalunya, Spain
| | - Ainhoa Gomez-Lumbreras
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain; Departament de Ciències Mèdiques, Facultat de Medicina, Universitat de Girona, Girona, Spain.
| | - Oriol Prat-Vallverdú
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
| | - Mª Angeles Quijada-Manuitt
- Department of Clinical Pharmacology, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain; Department of Pathology and Experimental Therapeutics, Unitat Docent Campus de Bellvitge, Universitat de Barcelona, L'Hospitalet (Barcelona), Spain
| | - Rosa Morros
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain; Institut Català de la Salut, Departament de Salut, Generalitat de Catalunya, Barcelona, Spain; UICEC IDIAP Jordi Gol, Plataforma SCReN, Barcelona, Spain
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19
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Cots JM, Moragas A, García-Sangenís A, Morros R, Gomez-Lumbreras A, Ouchi D, Monfà R, Pera H, Pujol J, Bayona C, de la Poza-Abad M, Llor C. Effectiveness of antitussives, anticholinergics or honey versus usual care in adults with uncomplicated acute bronchitis: a study protocol of an open randomised clinical trial in primary care. BMJ Open 2019; 9:e028159. [PMID: 31101700 PMCID: PMC6530348 DOI: 10.1136/bmjopen-2018-028159] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
INTRODUCTION Despite the frequent use of therapies in acute bronchitis, the evidence of their benefit is lacking, since only a few clinical trials have been published, with low sample sizes, poor methodological quality and mainly in children. The objective of this study is to compare the effectiveness of three symptomatic therapies (dextromethorphan, ipratropium or honey) associated with usual care and the usual care in adults with acute bronchitis. METHODS AND ANALYSIS This will be a multicentre, pragmatic, parallel group, open randomised trial. Patients aged 18 or over with uncomplicated acute bronchitis, with cough for less than 3 weeks as the main symptom, scoring ≥4 in either daytime or nocturnal cough on a 7-point Likert scale, will be randomised to one of the following four groups: usual care, dextromethorphan 30 mg three times a day, ipratropium bromide inhaler 20 µg two puffs three times a day or honey 30 mg (a spoonful) three times a day, all taken for up to 14 days. The exclusion criteria will be pneumonia, criteria for hospital admission, pregnancy or lactation, concomitant pulmonary disease, associated significant comorbidity, allergy, intolerance or contraindication to any of the study drugs or admitted to a long-term residence. SAMPLE 668 patients. The primary outcome will be the number of days with moderate-to-severe cough. All patients will be given a paper-based symptom diary to be self-administered. A second visit will be scheduled at day 2 or 3 for assessing evolution, with two more visits at days 15 and 29 for clinical assessment, evaluation of adverse effects, re-attendance and complications. Patients still with symptoms at day 29 will be called 6 weeks after the baseline visit. ETHICS AND DISSEMINATION The study has been approved by the Ethical Board of IDIAP Jordi Gol (reference number: AC18/002). The findings of this trial will be disseminated through research conferences and peer-review journals. TRIAL REGISTRATION NUMBER NCT03738917; Pre-results.
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Affiliation(s)
- Josep M Cots
- Primary Healthcare Centre La Marina, Barcelona, Spain, Universitat de Barcelona, Barcelona, Catalunya, Spain
| | - Ana Moragas
- Primary Healthcare Centre Jaume I, Universitat Rovira i Virgili, Tarragona, Catalonia
| | - Ana García-Sangenís
- Medicines Research Unit, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Catalonia
- UICEC IDIAP Jordi Gol, Plataforma SCReN, Barcelona, Catalonia
| | - Rosa Morros
- Medicines Research Unit, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Catalonia
- Departament de Farmacologia i Terapèutica, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Catalonia
| | - Ainhoa Gomez-Lumbreras
- Medicines Research Unit, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Catalonia
| | - Dan Ouchi
- Institut Universitari d’Investigació en Atenció Primària (IDIAP) Jordi Gol, Barcelona, Catalonia
| | - Ramon Monfà
- Institut Universitari d’Investigació en Atenció Primària (IDIAP) Jordi Gol, Barcelona, Catalonia
| | - Helena Pera
- Medicines Research Unit, Institut Universitari d’Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Catalonia
- UICEC IDIAP Jordi Gol, Plataforma SCReN, Barcelona, Catalonia
| | | | | | | | - Carl Llor
- Primary Healthcare Centre Barcelona-2B (via Roma), Barcelona, Catalonia
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20
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Gomez-Lumbreras A, Cortes J, Giner-Soriano M, Quijada-Manuitt MA, Morros R. Characteristics of Apixaban-Treated Patients, Evaluation of the Dose Prescribed, and the Persistence of Treatment: A Cohort Study in Catalonia. J Cardiovasc Pharmacol Ther 2018; 23:494-501. [PMID: 29792125 DOI: 10.1177/1074248418778544] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND Apixaban is a direct oral anticoagulant, which inhibits factor Xa. It has demonstrated clinical efficacy in prevention of stroke and systemic embolism in adult patients with nonvalvular atrial fibrillation and a better safety profile compared to warfarin. OBJECTIVES (1) To describe the characteristics of patients with nonvalvular atrial fibrillation beginning treatment with apixaban, (2) to analyze concomitant prescriptions of medications that could potentially interact with apixaban, (3) to evaluate the level of appropriate usage according to the recommended dosage, and (4) to estimate the level of apixaban persistence among naive and non-naive patients. METHODS Cohort study using data from primary care (System for Research in Primary Care database, users of the Institut Català de la Salut; Catalonia, Spain) from August 2013 to December 2015. RESULTS Mean age for apixaban-treated patients was 71.8 years (standard deviation = 11.1) and 55.6% were male. In all, 3.2% of patients receiving apixaban were taking drugs described as potentially related to either pharmacokinetic or pharmacodynamic interactions. According to the summary of product characteristics, 81.1% of patients with a recommended dose of 2.5 mg twice daily and 51.8% with a recommended dose of 5 mg twice daily actually took this dose. After 1 year of follow-up, 62.6% of the apixaban users showed good adherence. CONCLUSION The prescribed dose of apixaban did not fully follow the recommended dose, particularly in patients who were treatment naive. Patients with a prior history of anticoagulant treatment were more likely to remain persistent to treatment with apixaban.
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Affiliation(s)
- Ainhoa Gomez-Lumbreras
- 1 Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain.,2 UICEC IDIAP Jordi Gol, Plataforma SCReN, Barcelona, Spain
| | - Jordi Cortes
- 1 Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain.,2 UICEC IDIAP Jordi Gol, Plataforma SCReN, Barcelona, Spain.,3 Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain.,4 Department d'Estadística I Investigació Operativa, Universitat Politècnica de Catalunya, Spain
| | - Maria Giner-Soriano
- 1 Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain.,3 Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain.,5 Institut Català de la Salut, Departament de Salut, Generalitat de Catalunya, Barcelona, Spain
| | - M Angeles Quijada-Manuitt
- 6 Department of Pathology and Experimental Therapeutics, Unitat Docent Campus de Bellvitge, Universitat de Barcelona, L'Hospitalet (Barcelona), Spain
| | - Rosa Morros
- 1 Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain.,2 UICEC IDIAP Jordi Gol, Plataforma SCReN, Barcelona, Spain.,3 Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain.,5 Institut Català de la Salut, Departament de Salut, Generalitat de Catalunya, Barcelona, Spain
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