1
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Ruigómez A, Schink T, Voss A, Herings RMC, Smits E, Swart-Polinder K, Balabanova Y, Brobert G, Suzart-Woischnik K, García Rodríguez LA. Safety profile of rivaroxaban in first-time users treated for venous thromboembolism in four European countries. PLoS One 2024; 19:e0298596. [PMID: 38451960 PMCID: PMC10919665 DOI: 10.1371/journal.pone.0298596] [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: 07/05/2023] [Accepted: 01/28/2024] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND The European rivaroxaban post-authorization safety study evaluated bleeding risk among patients initiated on rivaroxaban or vitamin K antagonists for the treatment and secondary prevention of venous thromboembolism in routine clinical practice. METHODS Cohorts were created using electronic healthcare databases from the UK, the Netherlands, Germany and Sweden. Patients with a first prescription of rivaroxaban or vitamin K antagonist during the period from December 2011 (in the UK, January 2012) to December 2017 (in Germany, December 2016) for venous thromboembolism indication, with no record of atrial fibrillation or recent cancer history, were observed until the occurrence of each safety outcome (hospitalization for intracranial, gastrointestinal, urogenital or other bleeding), death or study end (December 2018; in Germany, December 2017). Crude incidence rates of each outcome per 100 person-years were computed. RESULTS Overall, 44 737 rivaroxaban and 45 842 vitamin K antagonist patients were enrolled, mean age, 59.9-63.8 years. Incidence rates were similar between rivaroxaban and vitamin K antagonist users with some exceptions, including higher incidence rates for gastrointestinal bleeding in rivaroxaban users than in vitamin K antagonist users. Among rivaroxaban users, mortality and bleeding risk generally increased with age, renal impairment and diabetes. CONCLUSIONS This study provides further data from routine clinical practice that broadly support safety profile of rivaroxaban for VTE indication and complement findings from previous randomized clinical trials.
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Affiliation(s)
- Ana Ruigómez
- Spanish Centre for Pharmacoepidemiological Research (CEIFE), Madrid, Spain
| | - Tania Schink
- Leibniz Institute for Prevention Research and Epidemiology–BIPS, Bremen, Germany
| | - Annemarie Voss
- Leibniz Institute for Prevention Research and Epidemiology–BIPS, Bremen, Germany
| | | | - Elisabeth Smits
- PHARMO Institute for Drug Outcomes Research, Utrecht, Netherlands
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2
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García Rodríguez LA, Ruigómez A, Schink T, Voss A, Smits E, Swart KMA, Balabanova Y, Suzart-Woischnik K, Brobert G, Herings RMC. Safety and effectiveness of rivaroxaban for prevention of stroke in patients with nonvalvular atrial fibrillation: analysis of routine clinical data from four countries. Expert Opin Drug Saf 2023; 22:493-500. [PMID: 36795067 DOI: 10.1080/14740338.2023.2181334] [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: 08/08/2022] [Accepted: 01/16/2023] [Indexed: 02/17/2023]
Abstract
BACKGROUND The safety and effectiveness of rivaroxaban versus vitamin K antagonists (standard of care [SOC]) for stroke prevention in patients with nonvalvular atrial fibrillation (NVAF) was evaluated in Europe. RESEARCH DESIGN AND METHODS Observational studies were conducted in the UK, the Netherlands, Germany, and Sweden. Primary safety outcomes were hospitalization for intracranial hemorrhage, gastrointestinal bleeding, or urogenital bleeding among new users of rivaroxaban and SOC with NVAF; outcomes were analyzed using cohort (rivaroxaban or SOC use) and nested case-control designs (current vs nonuse). Statistical analyses comparing rivaroxaban and SOC cohorts were not performed. RESULTS Overall, 162,919 rivaroxaban users and 177,758 SOC users were identified. In the cohort analysis, incidence ranges for rivaroxaban users were 0.25-0.63 events per 100 person-years for intracranial bleeding, 0.49-1.72 for gastrointestinal bleeding, and 0.27-0.54 for urogenital bleeding. Corresponding ranges for SOC users were 0.30-0.80, 0.30-1.42, and 0.24-0.42, respectively. In the nested case-control analysis, current SOC use generally presented a greater risk of bleeding outcomes than nonuse. Rivaroxaban use (vs nonuse) was associated with a higher risk of gastrointestinal bleeding, but a similar risk of intracranial or urogenital bleeding, in most countries. Ischemic stroke incidence ranged from 0.31 to 1.52 events per 100 person-years for rivaroxaban users. CONCLUSIONS Incidences of intracranial bleeding were generally lower with rivaroxaban than with SOC, whereas incidences of gastrointestinal and urogenital bleeding were generally higher. The safety profile of rivaroxaban for NVAF in routine practice is consistent with findings from randomized controlled trials and other studies.
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Affiliation(s)
| | - Ana Ruigómez
- Centre for Pharmacoepidemiological Research (CEIFE), Madrid, Spain
| | - Tania Schink
- Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
| | - Annemarie Voss
- Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
| | - Elisabeth Smits
- PHARMO Institute for Drug Outcomes Research, Utrecht, Netherlands
| | - Karin M A Swart
- PHARMO Institute for Drug Outcomes Research, Utrecht, Netherlands
| | - Yanina Balabanova
- Medical Affairs & Pharmacovigilance, Pharmaceuticals, Bayer AG, Leverkusen, Germany
| | | | | | - Ron M C Herings
- PHARMO Institute for Drug Outcomes Research, Utrecht, Netherlands
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3
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de Burgos-Gonzalez A, Bryant V, Maciá-Martinez MA, Huerta C. A strategy for assessment and validation of major bleeding cases in a primary health care database in Spain. Pharmacoepidemiol Drug Saf 2021; 30:1696-1702. [PMID: 34499394 DOI: 10.1002/pds.5357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 07/21/2021] [Accepted: 09/03/2021] [Indexed: 11/11/2022]
Abstract
PURPOSE This study aims to validate major bleeding (MB) cases within a cohort of new users of direct oral anticoagulants (DOACs) in Electronic health records (EHRs) from primary care in Spain (BIFAP), introducing more efficient techniques and automating the process of validation in the pharmacoepidemiologic research with EHR data as much as possible. METHODS Registered bleedings were identified in a cohort of new users of DOACs in BIFAP using ICPC 2 and ICD 9 codes; we ascertained these bleedings as MB through a validation strategy based on the MB definition from the International Society on Thrombosis and Hemostasis, which used hospitalization and critical localization as proxies. We assessed hospitalization with hospital discharge information (only available for some years and regions) and a free text-based algorithm created to identify hospitalization in EHR's clinical notes. Incidence rates (IR) of MB were evaluated by bleeding type. RESULTS The study cohort included 104 614 patients, with 274521.5 p-y of follow up. There were 6143 registered bleedings during the study period (519 intracranial bleeding - ICB, 4606 gastrointestinal bleeding - GIB, 1018 extracranial bleeding - ECB), from which 1679 were confirmed as MB (416 ICB, 1086 GIB, and 177 ECB). The free text-based semi-automatic algorithm had moderate recall (0.59), but high specificity (0.99), and precision (0.94). CONCLUSION The combination of hospitalization and critical localization is a valid approach to validate MB in EHRs with incomplete information. The use of more automatic methods for case validation instead of manual review of clinical notes is favored.
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Affiliation(s)
- Airam de Burgos-Gonzalez
- Pharmacoepidemiology and Pharmacovigilance Division, Medicines for Human Use Department, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
| | - Verónica Bryant
- Pharmacoepidemiology and Pharmacovigilance Division, Medicines for Human Use Department, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
| | - Miguel Angel Maciá-Martinez
- Pharmacoepidemiology and Pharmacovigilance Division, Medicines for Human Use Department, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
| | - Consuelo Huerta
- Pharmacoepidemiology and Pharmacovigilance Division, Medicines for Human Use Department, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
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4
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Ruigómez A, Brobert G, Vora P, García Rodríguez LA. Validation of venous thromboembolism diagnoses in patients receiving rivaroxaban or warfarin in The Health Improvement Network. Pharmacoepidemiol Drug Saf 2020; 30:229-236. [PMID: 33009708 PMCID: PMC7821274 DOI: 10.1002/pds.5146] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 07/14/2020] [Accepted: 09/28/2020] [Indexed: 12/14/2022]
Abstract
Purpose To describe the effect that validation of venous thromboembolism (VTE) coded entries in the health improvement network (THIN) has on incidence rates of VTE among a cohort of rivaroxaban/warfarin users. Methods Among 36 701 individuals with a first prescription for rivaroxaban/warfarin between 2012 and 2015, we performed a two‐step VTE case identification process followed by a two‐step case validation process involving manual review of patient records. A valid case required a coded entry for VTE at some point after their first rivaroxaban/warfarin prescription with evidence of referral/hospitalization either as a coded entry or entered as free text. Positive predictive values (PPVs) with 95% confidence intervals (CIs) were calculated using validated cases as the gold standard. Incidence rates were calculated per 1000 person‐years with 95% CIs. Results We identified 2166 patients with a coded entry of VTE after their initial rivaroxaban/warfarin prescription; incidence rate of 45.31 per 1000 person‐years (95% CI: 43.49‐47.22). After manual review of patient records including the free text, there were 712 incident VTE cases; incidence rate of 14.90 per 1000 person‐years (95% CI: 13.85‐16.02). The PPV for coded entries of VTE alone was 32.9%, and the PPV for coded entries of VTE with a coded entry of referral/hospitalization was 39.8%; this increased to 69.6% after manual review of coded clinical entries in patient records. Conclusions Among rivaroxaban/warfarin users in THIN, valid VTE case identification requires manual review of patient records including the free text to prevent outcome misclassification and substantial overestimation of VTE incidence rates.
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Affiliation(s)
- Ana Ruigómez
- Spanish Centre for Pharmacoepidemiologic Research (CEIFE), Madrid, Spain
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5
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Fanning L, Wong ICK, Li X, Chan EW, Mongkhon P, Man KKC, Wei L, Leung WK, Darzins P, Bell JS, Ilomaki J, Lau WCY. Gastrointestinal bleeding risk with rivaroxaban vs aspirin in atrial fibrillation: A multinational study. Pharmacoepidemiol Drug Saf 2020; 29:1550-1561. [PMID: 32936997 DOI: 10.1002/pds.5130] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 08/19/2020] [Accepted: 09/01/2020] [Indexed: 11/10/2022]
Abstract
PURPOSE Comparative gastrointestinal bleeding (GIB) risk between rivaroxaban and low-dose aspirin is unknown in patients with atrial fibrillation (AF). This study investigated GIB risk with rivaroxaban vs aspirin among two separate AF cohorts in Hong Kong and the United Kingdom, using a common protocol approach. METHODS This was a population-based cohort study using separate data from the Clinical Data Analysis and Reporting System (CDARS) of the Hong Kong Hospital Authority (2010-2018) and The Health Improvement Network (THIN) database in the United Kingdom (2011-2017). Patients with AF newly prescribed aspirin or rivaroxaban were included. Cox proportional hazards regression was used to compare GIB risks for rivaroxaban vs aspirin, accounting for confounders using propensity score fine stratification approach. RESULTS In CDARS, 29 213 patients were included; n = 1052 (rivaroxaban), n = 28 161 (aspirin). Crude GIB event rates per 100 patient-years in CDARS were 3.0 (aspirin) and 2.6 (rivaroxaban). No difference in GIB risk was observed between rivaroxaban and aspirin overall (HR = 1.04, 95%CI = 0.76-1.42), and in dose-stratified analyses (HR = 1.21, 95%CI = 0.84-1.74 [20 mg/day]; HR = 0.80, 95%CI = 0.44-1.45 [≤15 mg/day]). In THIN, 11 549 patients were included, n = 3496 (rivaroxaban) and n = 8053 (aspirin). Crude GIB event rates were 1.3 (aspirin) and 2.4 (rivaroxaban) per 100 patient-years. No difference in GIB risk was observed between rivaroxaban and aspirin overall (HR = 1.40, 95%CI = 1.00-1.98) and low-dose rivaroxaban (≤15 mg/day) (HR = 1.00, 95%CI = 0.56-1.30), but increased GIB risk was observed for rivaroxaban 20 mg/day vs aspirin (HR = 1.57, 95%CI = 1.08-2.29). CONCLUSION In patients with AF, GIB risk was comparable between aspirin and rivaroxaban ≤15 mg/day. GIB risk for rivaroxaban 20 mg/day vs aspirin remains uncertain and warrants further investigation.
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Affiliation(s)
- Laura Fanning
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.,Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Ian C K Wong
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.,Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, Centre for Safe Medication Practice and Research, The University of Hong Kong, Hong Kong, China
| | - Xue Li
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, Centre for Safe Medication Practice and Research, The University of Hong Kong, Hong Kong, China.,Department of Paediatrics and Adolescent Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China.,Department of Social Work and Social Administration, Faculty of Science, University of Hong Kong, Hong Kong, China
| | - Esther W Chan
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, Centre for Safe Medication Practice and Research, The University of Hong Kong, Hong Kong, China.,The University of Hong Kong Shenzhen Institute of Research and Innovation, Shenzhen, China
| | - Pajaree Mongkhon
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.,Faculty of Pharmacy, Pharmacoepidemiology and Statistics Research Center (PESRC), Chiang Mai University, Chiang Mai, Thailand.,School of Pharmaceutical Sciences, University of Phayao, Muang, Thailand
| | - Kenneth K C Man
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.,Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, Centre for Safe Medication Practice and Research, The University of Hong Kong, Hong Kong, China
| | - Li Wei
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK
| | - Wai K Leung
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Peteris Darzins
- Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - J Simon Bell
- Faculty of Pharmacy and Pharmaceutical Sciences, Centre for Medicine Use and Safety, Monash University, Melbourne, Victoria, Australia.,Department of Epidemiology and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Jenni Ilomaki
- Faculty of Pharmacy and Pharmaceutical Sciences, Centre for Medicine Use and Safety, Monash University, Melbourne, Victoria, Australia.,Department of Epidemiology and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Wallis C Y Lau
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.,Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, Centre for Safe Medication Practice and Research, The University of Hong Kong, Hong Kong, China
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6
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García-Rodríguez LA, Wallander MA, Friberg L, Ruigomez A, Schink T, Bezemer I, Herings R, Shakir S, Evans A, Davies M, Suzart-Woischnik K, Vora P, Balabanova Y, Soriano-Gabarró M, Brobert G. Rationale and design of a European epidemiological post-authorization safety study (PASS) program: rivaroxaban use in routine clinical practice. Expert Opin Drug Saf 2020; 19:1513-1520. [PMID: 32700977 DOI: 10.1080/14740338.2020.1798928] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Rivaroxaban is a highly selective factor Xa inhibitor approved for use in Europe for multiple indications. STUDY DESIGN AND METHODS The European rivaroxaban epidemiological post-authorization safety study (PASS) program consists of seven complementary observational studies. For four of the studies, data are obtained from health-care databases in the UK, the Netherlands, Germany, and Sweden. These database studies describe patterns of rivaroxaban use and patient characteristics over time, and investigate safety and effectiveness outcomes in new users of rivaroxaban using a cohort analysis and nested case-control analysis. To put these results in context, safety outcomes are also analyzed in new users of standard of care. In addition, a modified prescription event monitoring study conducted in the early post-launch phase in primary care, and two specialist cohort event monitoring studies that investigated rivaroxaban use in the secondary care hospital setting, systematically collected drug utilization and safety data via questionnaires completed by health-care professionals in the UK. DISCUSSION The European rivaroxaban epidemiological PASS is a comprehensive program of complementary studies generating evidence from patients treated in routine clinical practice that will expand our understanding of the risk-benefit profile of rivaroxaban.
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Affiliation(s)
| | - Mari-Ann Wallander
- Department of Public Health and Caring Sciences, Uppsala University , Uppsala, Sweden
| | | | - Ana Ruigomez
- Spanish Centre for Pharmacoepidemiologic Research (CEIFE) , Madrid, Spain
| | - Tania Schink
- Leibniz Institute for Prevention Research and Epidemiology - BIPS , Bremen, Germany
| | - Irene Bezemer
- PHARMO Institute for Drug Outcomes Research , Utrecht, Netherlands
| | - Ron Herings
- PHARMO Institute for Drug Outcomes Research , Utrecht, Netherlands
| | - Saad Shakir
- Drug Safety Research Unit (DSRU) , Southampton, UK
| | - Alison Evans
- Drug Safety Research Unit (DSRU) , Southampton, UK
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7
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Souverein PC, van den Ham HA, Huerta C, Merino EM, Montero D, León-Muñoz LM, Schmiedl S, Heeke A, Rottenkolber M, Andersen M, Aakjaer M, De Bruin ML, Klungel OH, Gardarsdottir H. Comparing risk of major bleeding between users of different oral anticoagulants in patients with nonvalvular atrial fibrillation. Br J Clin Pharmacol 2020; 87:988-1000. [PMID: 32627222 PMCID: PMC9328267 DOI: 10.1111/bcp.14450] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 05/11/2020] [Accepted: 06/11/2020] [Indexed: 12/13/2022] Open
Abstract
AIMS The introduction of direct oral anticoagulants (DOACs) has broadened the treatment arsenal for nonvalvular atrial fibrillation, but observational studies on the benefit-risk balance of DOACs compared to vitamin K antagonists (VKAs) are needed. The aim of this study was to characterize the risk of major bleeding in DOAC users using longitudinal data collected from electronic health care databases from 4 different EU-countries analysed with a common study protocol. METHODS A cohort study was conducted among new users (≥18 years) of DOACs or VKAs with nonvalvular atrial fibrillation using data from the UK, Spain, Germany and Denmark. The incidence of major bleeding events (overall and by bleeding site) was compared between current use of DOACs and VKAs. Cox regression analysis was used to calculate hazard ratios and 95% confidence intervals (CI) and adjust for confounders. RESULTS/CONCLUSION Overall, 251 719 patients were included across the 4 study cohorts (mean age ~75 years, % females between 41.3 and 54.3%), with overall hazard ratios of major bleeding risk for DOACs vs VKAs ranging between 0.84 (95% CI: 0.79-0.90) in Denmark and 1.13 (95% CI 1.02-1.25) in the UK. When stratifying according to the bleeding site, risk of gastrointestinal bleeding was increased by 48-67% in dabigatran users and 30-50% for rivaroxaban users compared to VKA users in all data sources except Denmark. Compared to VKAs, apixaban was not associated with an increased risk of gastrointestinal bleeding in all data sources and seemed to be associated with the lowest risk of major bleeding events compared to dabigatran and rivaroxaban.
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Affiliation(s)
- Patrick C Souverein
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, The Netherlands
| | - Hendrika A van den Ham
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, The Netherlands
| | - Consuelo Huerta
- Pharmacoepidemiology and Pharmacovigilance Division, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
| | - Elisa Martín Merino
- Pharmacoepidemiology and Pharmacovigilance Division, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
| | - Dolores Montero
- Pharmacoepidemiology and Pharmacovigilance Division, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
| | - Luz M León-Muñoz
- Pharmacoepidemiology and Pharmacovigilance Division, Spanish Agency for Medicines and Medical Devices (AEMPS), Madrid, Spain
| | - Sven Schmiedl
- Philipp Klee-Institute for Clinical Pharmacology, HELIOS Clinic Wuppertal, Wuppertal, Germany.,Department of Clinical Pharmacology, School of Medicine, Faculty of Health, Witten/Herdecke University, Witten, Germany
| | | | - Marietta Rottenkolber
- Diabetic Research Group, Medizinische Klinik und Poliklinik IV, Klinikum der Universitaet Muenchen, Munich, Germany
| | - Morten Andersen
- Pharmacovigilance Research Group, Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Mia Aakjaer
- Pharmacovigilance Research Group, Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Marie L De Bruin
- Copenhagen Centre of Regulatory Science, Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| | - Olaf H Klungel
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, The Netherlands
| | - Helga Gardarsdottir
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, The Netherlands
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8
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Bouget J, Balusson F, Maignan M, Pavageau L, Roy PM, Lacut K, Scailteux LM, Nowak E, Oger E. Major bleeding risk associated with oral anticoagulant in real clinical practice. A multicentre 3-year period population-based prospective cohort study. Br J Clin Pharmacol 2020; 86:2519-2529. [PMID: 32415705 DOI: 10.1111/bcp.14362] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 04/21/2020] [Accepted: 05/01/2020] [Indexed: 12/11/2022] Open
Abstract
AIMS The objective was to compare major bleeding risk of direct oral anticoagulants (DOACs; per type and dose) with vitamin K antagonists (VKAs), irrespective of indication, using real-world data. METHODS A population-based prospective cohort study, using the French national health data system (SNIIRAM), identified 47 469 adults living within 5 well-defined geographical areas, who were new users of oral anticoagulants in the period 2013-2015: 20 205 VKA users, 19 579 rivaroxaban users, 4225 dabigatran users and 3460 apixaban users. From all emergency departments within these areas, clinical data for all adults referred for bleeding was collected and medically validated. The databases were linked for common key variables. The main outcome measure was major bleeding: intracranial haemorrhage, major gastrointestinal bleeding and other major bleeding events. Hazard ratios were derived from adjusted Cox proportional hazard models. We used propensity score weighting as a sensitivity analysis, with separate analyses according to indications (atrial fibrillation or venous thromboembolism). RESULTS Compared to VKAs, high and low-dose DOACs were associated with a reduced risk of intracranial haemorrhage (adjusted hazard ratio 0.55, 95% confidence interval 0.37-0.82 and 0.54, 0.26-1.12 respectively), and a reduced risk of other major bleeding events (0.41, 0.29-0.58 and 0.41, 0.22-0.79 respectively), irrespective of duration and indication. Neither DOAC dose evidenced any significant difference from VKAs in terms of risk of major gastrointestinal bleeding. CONCLUSION There is a clear benefit of using DOACs with regard to intracranial haemorrhage. The study provides new insight into major gastrointestinal and other major bleeding events.
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Affiliation(s)
- Jacques Bouget
- Univ Rennes, CHU Rennes, EA 7449 [Pharmacoepidemiology and Health Services Research] REPERES, Rennes, France
| | - Frédéric Balusson
- Univ Rennes, CHU Rennes, EA 7449 [Pharmacoepidemiology and Health Services Research] REPERES, Rennes, France
| | - Maxime Maignan
- Emergency Department, University Hospital, Grenoble, France
| | - Laure Pavageau
- Emergency Department, University hospital, Nantes, France
| | | | - Karine Lacut
- CIC 1412, Université de Bretagne Loire, Université de Brest, INSERM, CHRU de Brest, Brest, France
| | - Lucie-Marie Scailteux
- Univ Rennes, CHU Rennes, EA 7449 [Pharmacoepidemiology and Health Services Research] REPERES, Rennes, France
| | - Emmanuel Nowak
- CIC 1412, Université de Bretagne Loire, Université de Brest, INSERM, CHRU de Brest, Brest, France
| | - Emmanuel Oger
- Univ Rennes, CHU Rennes, EA 7449 [Pharmacoepidemiology and Health Services Research] REPERES, Rennes, France
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9
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von Beckerath O, Paulitschek AM, Kröger K, Kowall B, Santosa F, Stang A. Increasing use of anticoagulants in Germany and its impact on hospitalization rates for genitourinary bleeding. J Thromb Thrombolysis 2020; 49:533-539. [PMID: 32077008 DOI: 10.1007/s11239-020-02061-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The aim of the study was to compare nationwide time trends of prescribed oral anticoagulants (OAC) with the time trend of genitourinary bleedings (GUB) in Germany from 2005 through 2016. The annual numbers of hospitalized patients with GUB coded as "hematuria", "excessive, frequent and irregular menstruation", "postmenopausal bleeding" or "abnormal uterine and vaginal bleeding" were extracted from the nationwide hospitalization file by the Federal Bureau of Statistics. Hospitalization rates were age-standardized using the German standard population 2011. Defined daily doses (DDD) of prescribed anticoagulants among outpatients for the same calendar period were extracted from reports of the statutory health insurance drug information system. Based on DDD, drug treatment rates per 100,000 person years (py) were calculated. From 2005 to 2016, annual OAC treatment rates per 100,000 py increased by 135.8% (from 901.4 to 2125.9). Until 2011 direct oral anticoagulants (DOAC) represented less than 0.1% of all OAC, but 49.9% in 2016. In the same period age-standardized rates of hospitalizations for hematuria increased continuously (annual change of 1.03 (95% CI 0.94-1.11) per 100,000 py), that of "postmenopausal" (- 1.93; 95% CI - 2.38 to - 1.49) or "excessive, frequent and irregular menstruation" decreased (- 1.25; 95% CI -1.62 to - 0.87) and that of "abnormal uterine and vaginal haemorrhage" remained almost unchanged. From all cases with hematuria 5.3% received at least 1 red blood cell concentrate (RBC) in 2005 and 8.2% in 2016 whereas all cases with the other three types of bleeding counted for 1.9% in 2005 and 3.8% in 2016. The time trends for GUB in all subgroups changed steadily and showed no effect of the disproportional increase of DAOCs until 2011. Our ecologic nationwide comparison of OAC treatment rates in outpatients and hospitalization rates for GUBs revealed that despite increasing OAC treatment rates from 2011 to 2016 the hospitalization rates for GUB showed steady annual changes unaffected by the increasing prescription rates of DOACs since 2011.
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Affiliation(s)
- Olga von Beckerath
- Clinic of Vascular Medicine, HELIOS Klinik Krefeld, Lutherplatz 40, 47805, Krefeld, Germany
| | | | - Knut Kröger
- Clinic of Vascular Medicine, HELIOS Klinik Krefeld, Lutherplatz 40, 47805, Krefeld, Germany.
| | - Bernd Kowall
- Institute for Medical Informatics, Biometry and Epidemiology, Essen, Germany
| | - Frans Santosa
- Medical Faculty, Universitas Pembangunan Nasional Veteran Jakarta, Kota Depok, Indonesia
| | - Andreas Stang
- Institute for Medical Informatics, Biometry and Epidemiology, Essen, Germany
- Department of Epidemiology, Boston University School of Public Health, 715 Albany St, Boston, MA, 02118, USA
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Oger E, Botrel MA, Juchault C, Bouget J. Sensitivity and specificity of an algorithm based on medico-administrative data to identify hospitalized patients with major bleeding presenting to an emergency department. BMC Med Res Methodol 2019; 19:194. [PMID: 31627721 PMCID: PMC6798331 DOI: 10.1186/s12874-019-0841-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 09/24/2019] [Indexed: 11/10/2022] Open
Abstract
Background Validation studies on an ICD-10-based algorithm to identify major bleeding events are scarce, and mostly focused on positive predictive values. Objective To evaluate the sensitivity and specificity of an ICD-10-based algorithm in adult patients referred to hospital. Methods This was a cross-sectional, retrospective analysis. Among all hospital stays of adult patients referred to Rennes University Hospital, France, through the emergency ward in 2014, we identified major bleeding events according to an index test based on a list of ICD-10 diagnoses. As a reference, a two-step process was applied: firstly, a computerized request for electronic health records from the emergency ward, using several hemorrhage-related diagnostic codes and specific emergency therapies so as to discard stays with a very low probability of bleeding; secondly, a chart review of selected records was conducted by a medical expert blinded to the index test results and each hospital stay was classified into one of two exclusive categories: major bleeding or no major bleeding, according to pre-specified criteria. Results Out of 16,012 hospital stays, the reference identified 736 major bleeding events and left 15,276 stays considered as without the target condition. The index test identified 637 bleeding events: 293 intracranial hemorrhages, 197 gastrointestinal hemorrhages and 147 other bleeding events. Overall, sensitivity was 65% (95%CI, 62 to 69), and specificity was 99.0%. We observed differential sensitivity and specificity across bleeding types, with the highest values for intracranial hemorrhage. Positive predictive values ranged from 59% for “other” bleeding events, to 71% (95%CI, 65 to 78) for gastrointestinal hemorrhage, and 96% for intracranial hemorrhage. Conclusions Low sensitivity and differential measures of accuracy across bleeding types support the need for specific data collection and medical validation rather than using an ICD-10-based algorithm for assessing the incidence of major bleeding.
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Affiliation(s)
- Emmanuel Oger
- Univ Rennes, EA 7449 REPERES [Pharmacoepidemiology and Health Services Research], Rennes, France.
| | - Marie-Anne Botrel
- Univ Rennes, EA 7449 REPERES [Pharmacoepidemiology and Health Services Research], Rennes, France
| | | | - Jacques Bouget
- Univ Rennes, EA 7449 REPERES [Pharmacoepidemiology and Health Services Research], Rennes, France
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Bouget J, Balusson F, Scailteux LM, Maignan M, Roy PM, L'her E, Pavageau L, Nowak E. Major bleeding with antithrombotic agents: a 2012-2015 study using the French nationwide Health Insurance database linked to emergency department records within five areas - rationale and design of SACHA study. Fundam Clin Pharmacol 2019; 33:443-462. [PMID: 30537335 DOI: 10.1111/fcp.12444] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 11/27/2018] [Accepted: 12/06/2018] [Indexed: 12/29/2022]
Abstract
Bleeding represents the most recognized and feared complications of antithrombotic drugs including oral anticoagulants. Previous studies showed inconsistent results on the safety profile. Among explanations, bleeding definition could vary and classification bias exists related to the lack of medical evaluation. To quantify the risk of major haemorrhagic event and event-free survival associated with antithrombotic drugs (vitamin K antagonist [VKA], non-VKA anticoagulant [NOAC], antiplatelet agent, parenteral anticoagulant) in 2012-2015, we linked the French nationwide Health Insurance database (SNIIRAM) with a local 'emergency database' (clinical and biological data collected in clinical records). In the VKA-NOAC comparison, a Cox regression analysis will be used to estimate the hazard ratio of major haemorrhagic event adjusted on gender, modified HAS-BLED score and comorbidities. A distinction on the type of major haemorrhagic event (intracranial, gastrointestinal and other haemorrhagic events) was made. We present here the study protocol and the database linkage results. Using six linkage keys, among 3 837 557 hospital visits identified in SNIIRAM, 5264 have been matched with a major haemorrhagic event identified in the 'emergency database', thus clinically confirmed. The 1090 unmatched haemorrhagic events could be explained by the fact that patients were not extracted in the SNIIRAM database (patients living in accommodation establishment with internal use of pharmacy, military people with specific insurance…). We showed the value of SNIIRAM enrichment with a clinical database, a necessary step to categorize haemorrhagic events by a clinically relevant definition and medical validation; it will allow to estimate more accuracy each type of haemorrhagic event.
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Affiliation(s)
- Jacques Bouget
- Univ Rennes, REPERES [Pharmacoepidemiology and Heath Services Research] - EA 7449, Univ Rennes, Rennes, F-35000, France.,Emergency Department, University hospital, Rennes, F-35033, France
| | - Frédéric Balusson
- Univ Rennes, REPERES [Pharmacoepidemiology and Heath Services Research] - EA 7449, Univ Rennes, Rennes, F-35000, France
| | - Lucie-Marie Scailteux
- Univ Rennes, REPERES [Pharmacoepidemiology and Heath Services Research] - EA 7449, Univ Rennes, Rennes, F-35000, France.,Pharmacovigilance, Pharmacoepidemiology and drug information center, Rennes, F-35033, France
| | - Maxime Maignan
- Emergency Department, University Hospital, Grenoble, F-38043, France
| | - Pierre-Marie Roy
- Emergency Department, University hospital, Angers, F-49033, France
| | - Erwan L'her
- Emergency Department, University hospital, Brest, F-29609, France
| | - Laure Pavageau
- Emergency Department, University hospital, Nantes, F-44093, France
| | - Emmanuel Nowak
- CHU de Brest, Brest, F-29200, France.,Inserm CIC 1412, IFR 148, Université de Brest, Brest, F-29200, France
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