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Morris R, Todd M, Aponte NZ, Salcedo M, Bruckner M, Garcia AS, Webb R, Bu K, Han W, Cheng F. The association between warfarin usage and international normalized ratio increase: systematic analysis of FDA Adverse Event Reporting System (FAERS). THE JOURNAL OF CARDIOVASCULAR AGING 2023; 3:39. [PMID: 38235056 PMCID: PMC10793998 DOI: 10.20517/jca.2023.33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
Introduction Elevated international normalized ratio (INR) has been commonly reported as an adverse drug event (ADE) for patients taking warfarin for anticoagulant therapy. Aim The purpose of this study was to determine the association between increased INR and the usage of warfarin by using the pharmacovigilance data from the FDA Adverse Event Reporting System (FAERS). Methods The ADEs in patients who took warfarin (N = 77,010) were analyzed using FAERS data. Association rule mining was applied to identify warfarin-related ADEs that were most associated with elevated INR (n = 15,091) as well as possible drug-drug interactions (DDIs) associated with increased INR. Lift values were used to identify ADEs that were most commonly reported alongside elevated INR based on the correlation between both item sets. In addition, this study sought to determine if the increased INR risk was influenced by sex, age, temporal distribution, and geographic distribution and were reported as reporting odds ratios (RORs). Results The top 5 ADEs most associated with increased INR in patients taking warfarin were decreased hemoglobin (lift = 2.31), drug interactions (lift = 1.88), hematuria (lift = 1.58), asthenia (lift = 1.44), and fall (lift = 1.32). INR risk increased as age increased, with individuals older than 80 having a 63% greater likelihood of elevated INR compared to those younger than 50. Males were 9% more likely to report increased INR as an ADE compared to females. Individuals taking warfarin concomitantly with at least one other drug were 43% more likely to report increased INR. The top 5 most frequently identified DDIs in patients taking warfarin and presenting with elevated INR were acetaminophen (lift = 1.81), ramipril (lift = 1.71), furosemide (lift = 1.64), bisoprolol (lift = 1.58), and simvastatin (lift = 1.58). Conclusion The risk of elevated INR increased as patient age increased, particularly among those older than 80. Elevated INR frequently co-presented with decreased hemoglobin, drug interactions, hematuria, asthenia, and fall in patients taking warfarin. This effect may be less pronounced in women due to the procoagulatory effects of estrogen signaling. Multiple possible DDIs were identified, including acetaminophen, ramipril, and furosemide.
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Affiliation(s)
- Robert Morris
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
- Department of Biostatistics and Epidemiology, College of Public Health, University of South Florida, Tampa, FL 33612, USA
| | - Megan Todd
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
| | - Nicole Zapata Aponte
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
| | - Milagros Salcedo
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
| | - Matthew Bruckner
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
| | - Alfredo Suarez Garcia
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
| | - Rachel Webb
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
| | - Kun Bu
- Department of Mathematics & Statistics, College of Art and Science, University of South Florida, Tampa, FL 33620, USA
| | - Weiru Han
- Department of Mathematics & Statistics, College of Art and Science, University of South Florida, Tampa, FL 33620, USA
| | - Feng Cheng
- Department of Pharmaceutical Sciences, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33612, USA
- Department of Biostatistics and Epidemiology, College of Public Health, University of South Florida, Tampa, FL 33612, USA
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Mottiar M, Hendin A, Fischer L, Roze des Ordons A, Hartwick M. End-of-life care in patients with a highly transmissible respiratory virus: implications for COVID-19. Can J Anaesth 2020; 67:1417-1423. [PMID: 32394338 PMCID: PMC7212843 DOI: 10.1007/s12630-020-01699-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 04/29/2020] [Accepted: 04/30/2020] [Indexed: 01/08/2023] Open
Abstract
Symptom management and end-of-life care are core skills for all physicians, although in ordinary times many anesthesiologists have fewer occasions to use these skills. The current coronavirus disease (COVID-19) pandemic has caused significant mortality over a short time and has necessitated an increase in provision of both critical care and palliative care. For anesthesiologists deployed to units caring for patients with COVID-19, this narrative review provides guidance on conducting goals of care discussions, withdrawing life-sustaining measures, and managing distressing symptoms.
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Affiliation(s)
- Miriam Mottiar
- Department of Anesthesiology & Pain Medicine, Division of Palliative Medicine, Department of Medicine, The Ottawa Hospital, University of Ottawa, 501 Smyth Rd, Room 1401, Ottawa, ON, K1H 8L6, Canada.
| | - Ariel Hendin
- Department of Emergency Medicine, Division of Critical Care, Department of Medicine, The Ottawa Hospital, University of Ottawa, Ottawa, ON, Canada
| | - Lisa Fischer
- Department of Emergency Medicine, Division of Palliative Medicine, Department of Medicine, The Ottawa Hospital, University of Ottawa, Ottawa, ON, Canada
| | - Amanda Roze des Ordons
- Department of Anesthesiology, Perioperative and Pain Medicine, Department of Critical Care Medicine, Division of Palliative Medicine, Foothills Medical Centre, University of Calgary, Calgary, AB, Canada
| | - Michael Hartwick
- Division of Critical Care, Division of Palliative Medicine, Department of Medicine, The Ottawa Hospital, University of Ottawa, Ottawa, ON, Canada
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