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Chien HT, Chao TF, Wang R, Chang CJ, Lin SY, Lin FJ. Impact of diagnostic coding schemas on major bleeding risk assessment for oral anticoagulants in patients with atrial fibrillation using administrative claims data. J Thromb Haemost 2025; 23:877-887. [PMID: 39706369 DOI: 10.1016/j.jtha.2024.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 11/25/2024] [Accepted: 12/08/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND Reliable diagnostic coding schemas are essential for accurately assessing bleeding risks in patients on oral anticoagulants, particularly in observational studies. OBJECTIVES This study evaluated how different published diagnostic coding schemas impact the assessment of major bleeding risks associated with direct oral anticoagulants (DOACs) and warfarin. METHODS This retrospective cohort study included patients with atrial fibrillation who initiated DOACs or warfarin between 2012 and 2019 using Taiwan's national claims database. Major bleeding events, including gastrointestinal bleeding, intracranial hemorrhage (ICH), and other major bleeding events, were identified using coding schemas from Cunningham et al., the Mini-Sentinel protocol, and Yao et al. Propensity score matching was performed to ensure covariate balance. Incidence rates and hazard ratios (HRs) were estimated to evaluate the bleeding risks. RESULTS After matching, each cohort comprised 20 704 patients. The number of reported major bleeding events was influenced by the strictness of the coding schema, with Cunningham yielding the most events, followed by the Mini-Sentinel and Yao schemas. DOACs were associated with a consistently lower risk of composite major bleeding (HR range across different coding schemas, 0.73-0.76; all P < .05) and ICH (HR range, 0.43-0.63; all P < .05) but not gastrointestinal bleeding (HR range, 0.87-0.90; all P > .05), regardless of the coding schema applied. Restricting ICH definitions to primary diagnosis or spontaneous cases revealed a more pronounced reduction in ICH risk associated with DOACs. CONCLUSION While the choice of coding schemas has a negligible impact on overall bleeding risk comparisons between DOACs and warfarin, it significantly affects ICH risk assessment. This underscores the importance of careful coding schema selection in observational studies evaluating major bleeding risks.
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Affiliation(s)
- Hsiu-Ting Chien
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Tze-Fan Chao
- Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Institute of Clinical Medicine and Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Rosa Wang
- Daiichi Sankyo Inc, Basking Ridge, New Jersey, USA
| | - Chia-Jui Chang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Shin-Yi Lin
- Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan
| | - Fang-Ju Lin
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan; Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan; School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.
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2
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Salcher-Konrad M, Nguyen M, Savović J, Higgins JPT, Naci H. Treatment Effects in Randomized and Nonrandomized Studies of Pharmacological Interventions: A Meta-Analysis. JAMA Netw Open 2024; 7:e2436230. [PMID: 39331390 PMCID: PMC11437387 DOI: 10.1001/jamanetworkopen.2024.36230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 08/04/2024] [Indexed: 09/28/2024] Open
Abstract
Importance Randomized clinical trials (RCTs) are widely regarded as the methodological benchmark for assessing clinical efficacy and safety of health interventions. There is growing interest in using nonrandomized studies to assess efficacy and safety of new drugs. Objective To determine how treatment effects for the same drug compare when evaluated in nonrandomized vs randomized studies. Data Sources Meta-analyses published between 2009 and 2018 were identified in MEDLINE via PubMed and the Cochrane Database of Systematic Reviews. Data analysis was conducted from October 2019 to July 2024. Study Selection Meta-analyses of pharmacological interventions were eligible for inclusion if both randomized and nonrandomized studies contributed to a single meta-analytic estimate. Data Extraction and Synthesis For this meta-analysis using a meta-epidemiological framework, separate summary effect size estimates were calculated for nonrandomized and randomized studies within each meta-analysis using a random-effects model and then these estimates were compared. The reporting of this study followed the Guidelines for Reporting Meta-Epidemiological Methodology Research and relevant portions of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guideline. Main Outcome and Measures The primary outcome was discrepancies in treatment effects obtained from nonrandomized and randomized studies, as measured by the proportion of meta-analyses where the 2 study types disagreed about the direction or magnitude of effect, disagreed beyond chance about the effect size estimate, and the summary ratio of odds ratios (ROR) obtained from nonrandomized vs randomized studies combined across all meta-analyses. Results A total of 346 meta-analyses with 2746 studies were included. Statistical conclusions about drug benefits and harms were different for 130 of 346 meta-analyses (37.6%) when focusing solely on either nonrandomized or randomized studies. Disagreements were beyond chance for 54 meta-analyses (15.6%). Across all meta-analyses, there was no strong evidence of consistent differences in treatment effects obtained from nonrandomized vs randomized studies (summary ROR, 0.95; 95% credible interval [CrI], 0.89-1.02). Compared with experimental nonrandomized studies, randomized studies produced on average a 19% smaller treatment effect (ROR, 0.81; 95% CrI, 0.68-0.97). There was increased heterogeneity in effect size estimates obtained from nonrandomized compared with randomized studies. Conclusions and Relevance In this meta-analysis of treatment effects of pharmacological interventions obtained from randomized and nonrandomized studies, there was no overall difference in effect size estimates between study types on average, but nonrandomized studies both overestimated and underestimated treatment effects observed in randomized studies and introduced additional uncertainty. These findings suggest that relying on nonrandomized studies as substitutes for RCTs may introduce additional uncertainty about the therapeutic effects of new drugs.
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Affiliation(s)
- Maximilian Salcher-Konrad
- Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
- World Health Organization Collaborating Centre for Pharmaceutical Pricing and Reimbursement Policies, Pharmacoeconomics Department, Gesundheit Österreich GmbH (GÖG)/Austrian National Public Health Institute, Vienna, Austria
| | - Mary Nguyen
- Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
- Department of Family and Community Medicine, University of California, San Francisco
| | - Jelena Savović
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- National Institute for Health and Care Research Applied Research Collaboration West, University Hospitals Bristol and Weston National Health Service Foundation Trust, Bristol, United Kingdom
| | - Julian P. T. Higgins
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- National Institute for Health and Care Research Applied Research Collaboration West, University Hospitals Bristol and Weston National Health Service Foundation Trust, Bristol, United Kingdom
| | - Huseyin Naci
- Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
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Li L, Wang C, Ye Z, Van Spall HGC, Zhang J, Lip GYH, Li G. Association Between Remnant Cholesterol and Risk of Incident Atrial Fibrillation: Population-Based Evidence From a Large-Scale Prospective Cohort Study. J Am Heart Assoc 2024; 13:e033840. [PMID: 38761084 PMCID: PMC11179806 DOI: 10.1161/jaha.123.033840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 04/15/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND Evidence for the relationship between remnant cholesterol (RC) and incident atrial fibrillation (AF) risk remains sparse and limited. METHODS AND RESULTS Participants were enrolled between 2006 and 2010 and followed up to 2021. The multivariable Cox proportional hazards model was used to examine the relationship between RC quartiles and risk of incident AF. Subgroup analyses and sensitivity analyses were performed to explore the potential modification of the association and the robustness of the main findings. A total of 422 316 participants (mean age, 56 years; 54% women) were included for analyses. During a median follow-up of 11.9 years (first quartile-third quartile, 11.6-13.2 years), there were 24 774 AF events documented with an incidence of 4.92 events per 1000 person-years (95% CI, 4.86-4.98). Participants in higher RC quartiles had a lower risk of incident AF than those in the lowest quartile (first quartile): hazard ratio (HR)=0.96 (95% CI, 0.91-1.00) for second quartile; HR=0.92 (95% CI, 0.88-0.96) for third quartile; and HR=0.85 (95% CI, 0.81-0.89) for fourth quartile (P for trend <0.001). The association between RC quartiles and risk of incident AF was stronger in participants aged ≥65 years, in men, and in participants without history of diabetes when compared with control groups (P<0.001 for interaction). CONCLUSIONS On the basis of data from this large-scale prospective cohort study, elevated RC was associated with a lower risk of incident AF.
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Affiliation(s)
- Likang Li
- Center for Clinical Epidemiology and Methodology Guangdong Second Provincial General Hospital Guangzhou China
| | - Chuangshi Wang
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China
| | - Zebing Ye
- Department of Cardiology Guangdong Second Provincial General Hospital Guangzhou China
| | - Harriette G C Van Spall
- Department of Medicine McMaster University Hamilton ON Canada
- Population Health Research Institute, McMaster University Hamilton ON Canada
| | - Jingyi Zhang
- Center for Clinical Epidemiology and Methodology Guangdong Second Provincial General Hospital Guangzhou China
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University and Liverpool Heart and Chest Hospital Liverpool UK
- Danish Center for Health Services Research, Department of Clinical Medicine Aalborg University Aalborg Denmark
| | - Guowei Li
- Center for Clinical Epidemiology and Methodology Guangdong Second Provincial General Hospital Guangzhou China
- Father Sean O'Sullivan Research Centre St. Joseph's Healthcare Hamilton Hamilton ON Canada
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Toews I, Anglemyer A, Nyirenda JL, Alsaid D, Balduzzi S, Grummich K, Schwingshackl L, Bero L. Healthcare outcomes assessed with observational study designs compared with those assessed in randomized trials: a meta-epidemiological study. Cochrane Database Syst Rev 2024; 1:MR000034. [PMID: 38174786 PMCID: PMC10765475 DOI: 10.1002/14651858.mr000034.pub3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
BACKGROUND Researchers and decision-makers often use evidence from randomised controlled trials (RCTs) to determine the efficacy or effectiveness of a treatment or intervention. Studies with observational designs are often used to measure the effectiveness of an intervention in 'real world' scenarios. Numerous study designs and their modifications (including both randomised and observational designs) are used for comparative effectiveness research in an attempt to give an unbiased estimate of whether one treatment is more effective or safer than another for a particular population. An up-to-date systematic analysis is needed to identify differences in effect estimates from RCTs and observational studies. This updated review summarises the results of methodological reviews that compared the effect estimates of observational studies with RCTs from evidence syntheses that addressed the same health research question. OBJECTIVES To assess and compare synthesised effect estimates by study type, contrasting RCTs with observational studies. To explore factors that might explain differences in synthesised effect estimates from RCTs versus observational studies (e.g. heterogeneity, type of observational study design, type of intervention, and use of propensity score adjustment). To identify gaps in the existing research comparing effect estimates across different study types. SEARCH METHODS We searched MEDLINE, the Cochrane Database of Systematic Reviews, Web of Science databases, and Epistemonikos to May 2022. We checked references, conducted citation searches, and contacted review authors to identify additional reviews. SELECTION CRITERIA We included systematic methodological reviews that compared quantitative effect estimates measuring the efficacy or effectiveness of interventions tested in RCTs versus in observational studies. The included reviews compared RCTs to observational studies (including retrospective and prospective cohort, case-control and cross-sectional designs). Reviews were not eligible if they compared RCTs with studies that had used some form of concurrent allocation. DATA COLLECTION AND ANALYSIS Using results from observational studies as the reference group, we examined the relative summary effect estimates (risk ratios (RRs), odds ratios (ORs), hazard ratios (HRs), mean differences (MDs), and standardised mean differences (SMDs)) to evaluate whether there was a relatively larger or smaller effect in the ratio of odds ratios (ROR) or ratio of risk ratios (RRR), ratio of hazard ratios (RHR), and difference in (standardised) mean differences (D(S)MD). If an included review did not provide an estimate comparing results from RCTs with observational studies, we generated one by pooling the estimates for observational studies and RCTs, respectively. Across all reviews, we synthesised these ratios to produce a pooled ratio of ratios comparing effect estimates from RCTs with those from observational studies. In overviews of reviews, we estimated the ROR or RRR for each overview using observational studies as the reference category. We appraised the risk of bias in the included reviews (using nine criteria in total). To receive an overall low risk of bias rating, an included review needed: explicit criteria for study selection, a complete sample of studies, and to have controlled for study methodological differences and study heterogeneity. We assessed reviews/overviews not meeting these four criteria as having an overall high risk of bias. We assessed the certainty of the evidence, consisting of multiple evidence syntheses, with the GRADE approach. MAIN RESULTS We included 39 systematic reviews and eight overviews of reviews, for a total of 47. Thirty-four of these contributed data to our primary analysis. Based on the available data, we found that the reviews/overviews included 2869 RCTs involving 3,882,115 participants, and 3924 observational studies with 19,499,970 participants. We rated 11 reviews/overviews as having an overall low risk of bias, and 36 as having an unclear or high risk of bias. Our main concerns with the included reviews/overviews were that some did not assess the quality of their included studies, and some failed to account appropriately for differences between study designs - for example, they conducted aggregate analyses of all observational studies rather than separate analyses of cohort and case-control studies. When pooling RORs and RRRs, the ratio of ratios indicated no difference or a very small difference between the effect estimates from RCTs versus from observational studies (ratio of ratios 1.08, 95% confidence interval (CI) 1.01 to 1.15). We rated the certainty of the evidence as low. Twenty-three of 34 reviews reported effect estimates of RCTs and observational studies that were on average in agreement. In a number of subgroup analyses, small differences in the effect estimates were detected: - pharmaceutical interventions only (ratio of ratios 1.12, 95% CI 1.04 to 1.21); - RCTs and observational studies with substantial or high heterogeneity; that is, I2 ≥ 50% (ratio of ratios 1.11, 95% CI 1.04 to 1.18); - no use (ratio of ratios 1.07, 95% CI 1.03 to 1.11) or unclear use (ratio of ratios 1.13, 95% CI 1.03 to 1.25) of propensity score adjustment in observational studies; and - observational studies without further specification of the study design (ratio of ratios 1.06, 95% CI 0.96 to 1.18). We detected no clear difference in other subgroup analyses. AUTHORS' CONCLUSIONS We found no difference or a very small difference between effect estimates from RCTs and observational studies. These findings are largely consistent with findings from recently published research. Factors other than study design need to be considered when exploring reasons for a lack of agreement between results of RCTs and observational studies, such as differences in the population, intervention, comparator, and outcomes investigated in the respective studies. Our results underscore that it is important for review authors to consider not only study design, but the level of heterogeneity in meta-analyses of RCTs or observational studies. A better understanding is needed of how these factors might yield estimates reflective of true effectiveness.
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Affiliation(s)
- Ingrid Toews
- Institute for Evidence in Medicine (for Cochrane Germany Foundation), Medical Center - University of Freiburg, Freiburg, Germany
| | - Andrew Anglemyer
- Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - John Lz Nyirenda
- Institute for Evidence in Medicine (for Cochrane Germany Foundation), Medical Center - University of Freiburg, Freiburg, Germany
| | - Dima Alsaid
- Institute for Evidence in Medicine (for Cochrane Germany Foundation), Medical Center - University of Freiburg, Freiburg, Germany
| | - Sara Balduzzi
- Biometrics Department, Antoni van Leeuwenhoek - Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Kathrin Grummich
- Institute for Evidence in Medicine (for Cochrane Germany Foundation), Medical Center - University of Freiburg, Freiburg, Germany
| | - Lukas Schwingshackl
- Institute for Evidence in Medicine (for Cochrane Germany Foundation), Medical Center - University of Freiburg, Freiburg, Germany
| | - Lisa Bero
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Camperdown, Sydney, Australia
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Leviton A, Loddenkemper T. Design, implementation, and inferential issues associated with clinical trials that rely on data in electronic medical records: a narrative review. BMC Med Res Methodol 2023; 23:271. [PMID: 37974111 PMCID: PMC10652539 DOI: 10.1186/s12874-023-02102-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/08/2023] [Indexed: 11/19/2023] Open
Abstract
Real world evidence is now accepted by authorities charged with assessing the benefits and harms of new therapies. Clinical trials based on real world evidence are much less expensive than randomized clinical trials that do not rely on "real world evidence" such as contained in electronic health records (EHR). Consequently, we can expect an increase in the number of reports of these types of trials, which we identify here as 'EHR-sourced trials.' 'In this selected literature review, we discuss the various designs and the ethical issues they raise. EHR-sourced trials have the potential to improve/increase common data elements and other aspects of the EHR and related systems. Caution is advised, however, in drawing causal inferences about the relationships among EHR variables. Nevertheless, we anticipate that EHR-CTs will play a central role in answering research and regulatory questions.
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Affiliation(s)
- Alan Leviton
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.
| | - Tobias Loddenkemper
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
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Colet JC, Mainar AS, Salazar-Mendiguchía J, del Campo Alonso MI, Echeto A, Larena DV, Sánchez OD. Healthcare resources and costs associated with nonvalvular atrial fibrillation in Spain: apixaban versus acenocoumarol. J Comp Eff Res 2023; 12:e230007. [PMID: 37489950 PMCID: PMC10508311 DOI: 10.57264/cer-2023-0007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 06/05/2023] [Indexed: 07/26/2023] Open
Abstract
Aim: Healthcare resources usage and costs associated to nonvalvular atrial fibrillation (NVAF) were analyzed in Spain. Methods: This is an observational and retrospective study on patients with NVAF who started their treatment with apixaban or acenocoumarol between 1 January 2015 and 31 December 2017. Results: 2160 patients treated with apixaban were paired (1:1) with patients treated with acenocoumarol (propensity score matching). Apixaban reduced the incidence of strokes and systemic embolisms, minor and major bleedings and deaths, versus acenocoumarol. Apixaban led to reductions of 80, 55 and 43% in costs related to nursing visits, hospitalizations, and emergency visits, respectively, leading to annual cost savings of €274/patient, from the perspective of society. Conclusion: Our results suggested that apixaban is a cost-effective alternative for patients with NVAF.
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Affiliation(s)
- Josep Comín Colet
- Cardiology Department, Hospital Universitari de Bellvitge (IDIBELL) & CIBERCV, 08907, L'Hospitalet de Llobregat, Spain
| | | | | | | | | | | | - Olga Delgado Sánchez
- Pharmacy Department, Son Espases University Hospital, IdISBa, 07120, Palma, Spain
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Lau WCY, Torre CO, Man KKC, Stewart HM, Seager S, Van Zandt M, Reich C, Li J, Brewster J, Lip GYH, Hingorani AD, Wei L, Wong ICK. Comparative Effectiveness and Safety Between Apixaban, Dabigatran, Edoxaban, and Rivaroxaban Among Patients With Atrial Fibrillation : A Multinational Population-Based Cohort Study. Ann Intern Med 2022; 175:1515-1524. [PMID: 36315950 DOI: 10.7326/m22-0511] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Current guidelines recommend using direct oral anticoagulants (DOACs) over warfarin in patients with atrial fibrillation (AF), but head-to-head trial data do not exist to guide the choice of DOAC. OBJECTIVE To do a large-scale comparison between all DOACs (apixaban, dabigatran, edoxaban, and rivaroxaban) in routine clinical practice. DESIGN Multinational population-based cohort study. SETTING Five standardized electronic health care databases, which covered 221 million people in France, Germany, the United Kingdom, and the United States. PARTICIPANTS Patients who were newly diagnosed with AF from 2010 through 2019 and received a new DOAC prescription. MEASUREMENTS Database-specific hazard ratios (HRs) of ischemic stroke or systemic embolism, intracranial hemorrhage (ICH), gastrointestinal bleeding (GIB), and all-cause mortality between DOACs were estimated using a Cox regression model stratified by propensity score and pooled using a random-effects model. RESULTS A total of 527 226 new DOAC users met the inclusion criteria (apixaban, n = 281 320; dabigatran, n = 61 008; edoxaban, n = 12 722; and rivaroxaban, n = 172 176). Apixaban use was associated with lower risk for GIB than use of dabigatran (HR, 0.81 [95% CI, 0.70 to 0.94]), edoxaban (HR, 0.77 [CI, 0.66 to 0.91]), or rivaroxaban (HR, 0.72 [CI, 0.66 to 0.79]). No substantial differences were observed for other outcomes or DOAC-DOAC comparisons. The results were consistent for patients aged 80 years or older. Consistent associations between lower GIB risk and apixaban versus rivaroxaban were observed among patients receiving the standard dose (HR, 0.72 [CI, 0.64 to 0.82]), those receiving a reduced dose (HR, 0.68 [CI, 0.61 to 0.77]), and those with chronic kidney disease (HR, 0.68 [CI, 0.59 to 0.77]). LIMITATION Residual confounding is possible. CONCLUSION Among patients with AF, apixaban use was associated with lower risk for GIB and similar rates of ischemic stroke or systemic embolism, ICH, and all-cause mortality compared with dabigatran, edoxaban, and rivaroxaban. This finding was consistent for patients aged 80 years or older and those with chronic kidney disease, who are often underrepresented in clinical trials. PRIMARY FUNDING SOURCE None.
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Affiliation(s)
- Wallis C Y Lau
- Research Department of Practice and Policy, University College London School of Pharmacy, London, United Kingdom, Centre for Medicines Optimisation Research and Education, University College London Hospitals NHS Foundation Trust, London, United Kingdom, Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, and Laboratory of Data Discovery for Health, Hong Kong Science Park, Hong Kong (W.C.Y.L., K.K.C.M.)
| | - Carmen Olga Torre
- IQVIA, Real-World Solutions, Brighton, United Kingdom (C.O.T., H.M.S., S.S.)
| | - Kenneth K C Man
- Research Department of Practice and Policy, University College London School of Pharmacy, London, United Kingdom, Centre for Medicines Optimisation Research and Education, University College London Hospitals NHS Foundation Trust, London, United Kingdom, Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, and Laboratory of Data Discovery for Health, Hong Kong Science Park, Hong Kong (W.C.Y.L., K.K.C.M.)
| | | | - Sarah Seager
- IQVIA, Real-World Solutions, Brighton, United Kingdom (C.O.T., H.M.S., S.S.)
| | - Mui Van Zandt
- IQVIA, Real-World Solutions, Plymouth Meeting, Pennsylvania (M.V., C.R.)
| | - Christian Reich
- IQVIA, Real-World Solutions, Plymouth Meeting, Pennsylvania (M.V., C.R.)
| | - Jing Li
- IQVIA, Real-World Solutions, Durham, North Carolina (J.L., J.B.)
| | - Jack Brewster
- IQVIA, Real-World Solutions, Durham, North Carolina (J.L., J.B.)
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom, and Department of Clinical Medicine, Aalborg University, Aalborg, Denmark (G.Y.H.L.)
| | - Aroon D Hingorani
- Institute of Cardiovascular Sciences, University College London, and University College London British Heart Foundation Research Accelerator, London, United Kingdom (A.D.H.)
| | - Li Wei
- Research Department of Practice and Policy, University College London School of Pharmacy, London, United Kingdom, Centre for Medicines Optimisation Research and Education, University College London Hospitals NHS Foundation Trust, London, United Kingdom, and Laboratory of Data Discovery for Health, Hong Kong Science Park, Hong Kong (L.W.)
| | - Ian C K Wong
- Aston Pharmacy School, Aston University, Birmingham, United Kingdom, Centre for Medicines Optimisation Research and Education, University College London Hospitals NHS Foundation Trust, London, United Kingdom, Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, and Laboratory of Data Discovery for Health, Hong Kong Science Park, Hong Kong (I.C.K.W.)
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8
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Deitelzweig S, Bergrath E, di Fusco M, Kang A, Savone M, Cappelleri JC, Russ C, Betts M, Cichewicz A, Schaible K, Tarpey J, Fahrbach K. Real-world evidence comparing oral anticoagulants in non-valvular atrial fibrillation: a systematic review and network meta-analysis. Future Cardiol 2022; 18:393-405. [PMID: 35360925 DOI: 10.2217/fca-2021-0120] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To compare real-world effectiveness/safety of non-vitamin K antagonist oral anticoagulants and vitamin K antagonists among patients with non-valvular atrial fibrillation. Materials & methods: A systematic review of electronic databases yielded 7661 citations published from January 2013 to January 2020. Fifty-five studies were included in Bayesian network meta-analyses of hazard ratios. Results & conclusion: In comparison with vitamin K antagonists, apixaban, dabigatran and rivaroxaban were associated with a reduced risk of stroke or systemic embolism, ischemic stroke, intracranial hemorrhage and all-cause mortality. Apixaban, dabigatran and edoxaban, but not rivaroxaban, were associated with a reduced risk of major bleeding. This study confirmed the effectiveness and safety of non-vitamin K antagonist oral anticoagulants for the treatment of non-valvular atrial fibrillation in real-world settings, consistent with clinical trial evidence.
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Affiliation(s)
- Steven Deitelzweig
- Ochsner Health System, Department of Hospital Medicine, New Orleans, LA 70121, USA
| | - Evelien Bergrath
- Regeneron Pharmaceuticals, Inc., Health Economics and Outcomes Research, Tarrytown, NY 10591, USA
| | - Manuela di Fusco
- Pfizer, Inc., Health Economics and Outcomes Research, New York, NY 10017, USA
| | - Amiee Kang
- Bristol Myers Squibb Company, Health Economics and Outcomes Research, Lawrenceville, NJ 08648, USA
| | - Mirko Savone
- Pfizer, Inc., Health Economics and Outcomes Research, New York, NY 10017, USA
| | - Joseph C Cappelleri
- Pfizer, Inc., Health Economics and Outcomes Research, New York, NY 10017, USA
| | - Cristina Russ
- Pfizer, Inc., Health Economics and Outcomes Research, New York, NY 10017, USA
| | - Marissa Betts
- Evidera, Evidence Synthesis, Modeling & Communication, Waltham, MA 02451, USA
| | - Allie Cichewicz
- Evidera, Evidence Synthesis, Modeling & Communication, Waltham, MA 02451, USA
| | - Kassandra Schaible
- Evidera, Evidence Synthesis, Modeling & Communication, Waltham, MA 02451, USA
| | - Jialu Tarpey
- Evidera, Evidence Synthesis, Modeling & Communication, Waltham, MA 02451, USA
| | - Kyle Fahrbach
- Evidera, Evidence Synthesis, Modeling & Communication, Waltham, MA 02451, USA
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9
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Predicting major bleeding among hospitalized patients using oral anticoagulants for atrial fibrillation after discharge. PLoS One 2021; 16:e0246691. [PMID: 33657116 PMCID: PMC7928472 DOI: 10.1371/journal.pone.0246691] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 01/23/2021] [Indexed: 11/19/2022] Open
Abstract
Aim Real-world predictors of major bleeding (MB) have been well-studied among warfarin users, but not among all direct oral anticoagulant (DOAC) users diagnosed with atrial fibrillation (AF). Thus, our goal was to build a predictive model of MB for new users of all oral anticoagulants (OAC) with AF. Methods We identified patients hospitalized for any cause and discharged alive in the community from 2011 to 2017 with a primary or secondary diagnosis of AF in Quebec’s RAMQ and Med-Echo administrative databases. Cohort entry occurred at the first OAC claim. Patients were categorized according to OAC type. Outcomes were incident MB, gastrointestinal bleeding (GIB), non-GI extracranial bleeding (NGIB) and intracranial bleeding within 1 year of follow-up. Covariates included age, sex, co-morbidities (within 3 years before cohort entry) and medication use (within 2 weeks before cohort entry). We used logistic-LASSO and adaptive logistic-LASSO regressions to identify MB predictors among OAC users. Discrimination and calibration were assessed for each model and a global model was selected. Subgroup analyses were performed for MB subtypes and OAC types. Results Our cohort consisted of 14,741 warfarin, 3,722 dabigatran, 6,722 rivaroxaban and 11,196 apixaban users aged 70–86 years old. The important MB predictors were age, prior MB and liver disease with ORs ranging from 1.37–1.64. The final model had a c-statistic of 0.63 (95% CI 0.60–0.65) with adequate calibration. The GIB and NGIB models had similar c-statistics of 0.65 (95% CI 0.63–0.66) and 0.67 (95% CI 0.64–0.70), respectively. Conclusions MB and MB subtype predictors were similar among DOAC and warfarin users. The predictors selected by our models and their discriminative potential are concordant with published data. Thus, these models can be useful tools for future pharmacoepidemiologic studies involving older oral anticoagulant users with AF.
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10
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Safieddine M, Chapelle C, Ollier E, Ferdynus C, Bertoletti L, Mismetti P, Cucherat M, Laporte S. Compared to randomized studies, observational studies may overestimate the effectiveness of DOACs: a metaepidemiological approach. J Clin Epidemiol 2020; 130:49-58. [PMID: 33080342 DOI: 10.1016/j.jclinepi.2020.10.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 10/01/2020] [Accepted: 10/15/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND OBJECTIVES Randomized controlled trials (RCTs) are criticized for including patients who are overselected. Health authorities consequently encourage "real-world" postmarketing cohort studies. Our objective was to determine the differences between RCTs and observational studies as regards their populations and efficacy/safety results. METHODS A systematic review was conducted to identify RCTs and observational studies including patients with venous thromboembolism receiving direct oral anticoagulants or conventional treatment. Ratios of hazard ratio (RHR) comparing epidemiological studies (prospective and retrospective cohort studies and studies using living databases) with RCTs were computed. RESULTS Six RCTs (27,121 patients) and twenty observational studies (248,971 patients) were identified and analyzed. Prospective cohort studies seemed to recruit patients who were no less selected than those of RCTs whereas other types of observational studies may reflect the population treated in real life. Among observational studies, prospective cohort studies yielded the most favorable estimates of treatment effect compared with RCTs. These studies were associated with a nonsignificant 33% increase in efficacy estimate (RHR 0.67, [95% CI, 0.39-1.18]) but no effect on safety estimate. Studies using living databases were associated with nonsignificant trends toward a greater effect on efficacy (RHR 0.82, [0.66-1.01]) and a smaller effect on safety (RHR 1.33, [0.96-1.84]). DISCUSSION Overall, in this clinical setting, an exaggeration of the treatment efficacy estimate was seen with observational studies compared with RCTs. CONCLUSIONS As the presence of residual confounding cannot be excluded, these results should be interpreted cautiously.
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Affiliation(s)
- Maissa Safieddine
- Unité de Recherche Clinique, Innovation, Pharmacologie, CHU Saint-Etienne, Hôpital Nord, F-42055 Saint-Etienne, France; Unité de Soutien Méthodologique, INSERM, CIC1410, CHU de la Réunion, Saint-Denis, France
| | - Celine Chapelle
- Unité de Recherche Clinique, Innovation, Pharmacologie, CHU Saint-Etienne, Hôpital Nord, F-42055 Saint-Etienne, France; SAINBIOSE U1059, Université Jean Monnet, University of Lyon, INSERM, F-CRIN INNOVTE Network, F-42023 Saint-Etienne, France
| | - Edouard Ollier
- Unité de Recherche Clinique, Innovation, Pharmacologie, CHU Saint-Etienne, Hôpital Nord, F-42055 Saint-Etienne, France; SAINBIOSE U1059, Université Jean Monnet, University of Lyon, INSERM, F-CRIN INNOVTE Network, F-42023 Saint-Etienne, France
| | - Cyril Ferdynus
- Unité de Soutien Méthodologique, INSERM, CIC1410, CHU de la Réunion, Saint-Denis, France
| | - Laurent Bertoletti
- SAINBIOSE U1059, Université Jean Monnet, University of Lyon, INSERM, F-CRIN INNOVTE Network, F-42023 Saint-Etienne, France; Service de Médecine Vasculaire et Thérapeutique, CHU Saint-Etienne, Hôpital Nord, F-40255 Saint-Etienne, France
| | - Patrick Mismetti
- Unité de Recherche Clinique, Innovation, Pharmacologie, CHU Saint-Etienne, Hôpital Nord, F-42055 Saint-Etienne, France; SAINBIOSE U1059, Université Jean Monnet, University of Lyon, INSERM, F-CRIN INNOVTE Network, F-42023 Saint-Etienne, France; Service de Médecine Vasculaire et Thérapeutique, CHU Saint-Etienne, Hôpital Nord, F-40255 Saint-Etienne, France
| | - Michel Cucherat
- Service de Pharmacologie, HCL, UMR CNRS 5558 Evaluation et Modélisation des Effets Thérapeutiques, Université Claude Bernard Lyon 1, Lyon, France
| | - Silvy Laporte
- Unité de Recherche Clinique, Innovation, Pharmacologie, CHU Saint-Etienne, Hôpital Nord, F-42055 Saint-Etienne, France; SAINBIOSE U1059, Université Jean Monnet, University of Lyon, INSERM, F-CRIN INNOVTE Network, F-42023 Saint-Etienne, France.
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11
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Meta-analyses frequently pooled different study types together: a meta-epidemiological study. J Clin Epidemiol 2020; 118:18-28. [DOI: 10.1016/j.jclinepi.2019.10.013] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 08/29/2019] [Accepted: 10/31/2019] [Indexed: 01/31/2023]
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12
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Anticoagulantes orales directos frente a antagonistas de la vitamina K en pacientes del «mundo real» con fibrilación auricular no valvular. Estudio FANTASIIA. Rev Esp Cardiol 2020. [DOI: 10.1016/j.recesp.2019.02.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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13
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López-Mínguez JR, Nogales-Asensio JM, González-Fernández R. Evaluación en la vida real de los anticoagulantes orales de acción directa y el cierre de la orejuela en situaciones clínicas complejas. Rev Esp Cardiol (Engl Ed) 2020. [DOI: 10.1016/j.recesp.2019.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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14
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López-Mínguez JR, Nogales-Asensio JM, González-Fernández R. Real-world assessment of direct oral anticoagulants and left atrial appendage closure in complex clinical situations. ACTA ACUST UNITED AC 2019; 73:4-7. [PMID: 31561984 DOI: 10.1016/j.rec.2019.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 06/11/2019] [Indexed: 10/26/2022]
Affiliation(s)
- José Ramón López-Mínguez
- Sección de Hemodinámica y Cardiología Intervencionista, Servicio de Cardiología, Hospital Universitario de Badajoz, Badajoz, Spain.
| | - Juan Manuel Nogales-Asensio
- Sección de Hemodinámica y Cardiología Intervencionista, Servicio de Cardiología, Hospital Universitario de Badajoz, Badajoz, Spain
| | - Reyes González-Fernández
- Sección de Hemodinámica y Cardiología Intervencionista, Servicio de Cardiología, Hospital Universitario de Badajoz, Badajoz, Spain
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15
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Anguita Sánchez M, Bertomeu Martínez V, Ruiz Ortiz M, Cequier Fillat Á, Roldán Rabadán I, Muñiz García J, Badimón Maestro L, Esteve Pastor MA, Marín Ortuño F. Direct oral anticoagulants versus vitamin K antagonists in real-world patients with nonvalvular atrial fibrillation. The FANTASIIA study. ACTA ACUST UNITED AC 2019; 73:14-20. [PMID: 31160265 DOI: 10.1016/j.rec.2019.02.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 02/14/2019] [Indexed: 11/18/2022]
Abstract
INTRODUCTION AND OBJECTIVES To compare the long-term results of direct oral anticoagulants (DOAC) vs vitamin K antagonists (VKA) in real-world-patients with nonvalvular atrial fibrillation (NVAF) in a nationwide, prospective study. METHODS The FANTASIIA registry prospectively included outpatients with AF anticoagulated with DOAC or VKA (per protocol, proportion of VKA and DOAC 4:1), consecutively recruited from June 2013 to October 2014 in Spain. The incidence of major events was analyzed and compared according to the anticoagulant treatment received. RESULTS A total of 2178 patients were included in the study (mean age 73.8±9.4 years), and 43.8% were women. Of these, 533 (24.5%) received DOAC and 1645 (75.5%) VKA. After a median follow up of 32.4 months, patients receiving DOAC vs those receiving VKA had lower rates of stroke-0.40 (95%CI, 0.17-0.97) vs 1.07 (95%CI,0.79-1.46) patients/y, P=.032-, severe bleedings-2.13 (95%CI, 1.45-3.13) vs 3.28 (95%CI, 2.75-3.93) patients/y; P = .044-, cardiovascular death-1.20 (95%CI, 0.72-1.99) vs 2.45 (95%CI, 2.00-3.00) patients/y; P = .009-, and all-cause death-3.77 (95%CI, 2.83-5.01) vs 5.54 (95%CI, 4.83-6.34) patients/y; P = .016-. In a modified Cox regression model by the Andersen-Gill method for multiple events, hazard ratios for patients receiving DOAC were: 0.42 (0.16-1.07) for stroke; 0.47 (0.20-1.16) for total embolisms; 0.76 (0.50-1.15) for severe bleedings; 0.67 (0.39-1.18) for cardiovascular death; 0.86 (0.62-1.19) for all-cause death, and 0.82 (0.64-1.05) for the combined event consisting of stroke, embolism, severe bleeding, and all-cause death. CONCLUSIONS Compared with VKA, DOAC is associated with a trend to a lower incidence of all major events, including death, in patients with NVAF in Spain.
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Affiliation(s)
| | | | - Martín Ruiz Ortiz
- Servicio de Cardiología, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Ángel Cequier Fillat
- Servicio de Cardiología, Hospital Universitario de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain
| | | | | | - Lina Badimón Maestro
- Instituto de Investigación Cardiovascular (CSIC-ICCC)-Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - María Asunción Esteve Pastor
- Servicio de Cardiología, Hospital Universitario Virgen de la Arrixaca, IMIB-Arrixaca, CIBERCV, EL Palmar, Murcia, Spain
| | - Francisco Marín Ortuño
- Servicio de Cardiología, Hospital Universitario Virgen de la Arrixaca, IMIB-Arrixaca, CIBERCV, EL Palmar, Murcia, Spain
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16
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Pratt NL, Ramsay E, Kalisch Ellett LM, Duszynski K, Shakib S, Kerr M, Caughey G, Roughead EE. Comparative effectiveness and safety of low-strength and high-strength direct oral anticoagulants compared with warfarin: a sequential cohort study. BMJ Open 2019; 9:e026486. [PMID: 31061039 PMCID: PMC6501958 DOI: 10.1136/bmjopen-2018-026486] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES The aim of this study was to compare effectiveness and safety of low-strength and high-strength direct oral anticoagulants (DOACs) with warfarin in the Australian Veteran population. DESIGN Sequential cohort study using inverse probability of treatment weighting (IPTW) and propensity score matching. Initiators of high-strength (apixaban 5 mg, dabigatran 150 mg, rivaroxaban 20 mg) and low-strength DOACS (apixaban 2.5 mg, dabigatran 110 mg, rivaroxaban 15 mg) were compared with warfarin initiators. SETTING Australian Government Department of Veterans' Affairs claims database. PARTICIPANTS 4836 patients who initiated oral anticoagulants (45.8%, 26.0% and 28.2% on low-strength, high-strength DOACs and warfarin, respectively) between August 2013 and March 2015. Mean age was 85, 75 and 83 years for low-strength, high-strength DOACs and warfarin initiators, respectively. MAIN OUTCOME MEASURES One-year risk of hospitalisation for ischaemic stroke, any bleeding event or haemorrhagic stroke. Secondary outcomes were 1-year risk of hospitalisation for myocardial infarction and death. RESULTS Using the IPTW method, no difference in risk of ischaemic stroke or bleeding was found with low-strength DOACs compared with warfarin. As a class, no increased risk of myocardial infarction was found for low-strength DOACs, however, risk was elevated for apixaban (HR 2.25, 95% CI 1.23 to 4.13). For high-strength DOACs, no difference was found for ischaemic stroke compared with warfarin, however, there was a significant reduction in risk of bleeding events (HR 0.63, 95% CI 0.44 to 0.89) and death (HR 0.40, 95% CI 0.28 to 0.58). Propensity score matching showed no difference in risk of ischaemic stroke or bleeding. CONCLUSION We found that in the practice setting both DOAC formulations were similar to warfarin with regard to effectiveness and had no increased risk of bleeding.
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Affiliation(s)
- Nicole L Pratt
- School of Pharmacy and Medical Sciences, Quality Use of Medicines and Pharmacy Research Centre, University of South Australia, Adelaide, South Australia, Australia
| | - Emmae Ramsay
- School of Pharmacy and Medical Sciences, Quality Use of Medicines and Pharmacy Research Centre, University of South Australia, Adelaide, South Australia, Australia
| | - Lisa M Kalisch Ellett
- School of Pharmacy and Medical Sciences, Quality Use of Medicines and Pharmacy Research Centre, University of South Australia, Adelaide, South Australia, Australia
| | - Katherine Duszynski
- Sansom Institute for Health Research, University of South Australia, Adelaide, South Australia, Australia
| | - Sepehr Shakib
- Discipline of Pharmacology, University of Adelaide, Adelaide, South Australia, Australia
- Department of Clinical Pharmacology, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Mhairi Kerr
- School of Pharmacy and Medical Sciences, Quality Use of Medicines and Pharmacy Research Centre, University of South Australia, Adelaide, South Australia, Australia
| | - Gillian Caughey
- Discipline of Pharmacology, University of Adelaide, Adelaide, South Australia, Australia
- Department of Clinical Pharmacology, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Elizabeth Ellen Roughead
- School of Pharmacy and Medical Sciences, Quality Use of Medicines and Pharmacy Research Centre, University of South Australia, Adelaide, South Australia, Australia
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17
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Li G, Lip GYH, Holbrook A, Chang Y, Larsen TB, Sun X, Tang J, Mbuagbaw L, Witt DM, Crowther M, Thabane L, Levine MAH. Direct comparative effectiveness and safety between non-vitamin K antagonist oral anticoagulants for stroke prevention in nonvalvular atrial fibrillation: a systematic review and meta-analysis of observational studies. Eur J Epidemiol 2018; 34:173-190. [PMID: 29948370 DOI: 10.1007/s10654-018-0415-7] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 05/25/2018] [Indexed: 02/05/2023]
Abstract
The non-vitamin K antagonist oral anticoagulants (NOACs) have been increasingly prescribed in clinical practice for stroke prevention in patients with nonvalvular atrial fibrillation (AF). Direct comparisons between NOACs in trials are lacking, leaving an important clinical decision-making gap. We aimed to perform a systematic review and meta-analysis to summarize the evidence of observational studies for direct comparative effectiveness and safety amongst NOACs in patients with AF. Conference proceedings and electronic databases including MEDLINE, CINAHL, EMBASE and PUBMED were systematically searched. We included observational studies directly comparing individual NOACs in patients with nonvalvular AF who were aged ≥ 18 years for stroke prevention. Primary outcome included effectiveness outcome (stroke or systemic embolism) and safety outcome (major bleeding). Data were extracted in duplicated by two reviewers independently. A random-effects meta-analysis was conducted to synthesize the data from included observational studies. We used the Grading of Recommendations Assessment, Development and Evaluation (GRADE) to rate the overall quality of evidence for each outcome. Fifteen studies were included for qualitative synthesis, twelve studies for meta-analyses. It was found that rivaroxaban and dabigatran were similar with regard to risk of stroke or systemic embolism (Hazard ratio [HR] = 1.00, 95% CI 0.91-1.10; evidence quality: low), but rivaroxaban was associated with higher risk of major bleeding (HR = 1.39, 95% CI 1.28-1.50; evidence quality: moderate). Compared with apixaban, a significantly higher risk of major bleeding was observed with rivaroxaban (HR = 1.71, 95% CI 1.51-1.94; evidence quality: low). Apixaban was associated with lower risk of major bleeding, in comparison with dabigatran (HR = 0.80, 95% CI 0.68-0.95; evidence quality: low). No differences in risk of stroke or systemic embolism was observed between rivaroxaban versus apixaban, and apixaban versus dabigatran. In this study, apixaban was found to have the most favorable safety profile amongst the three NOACs. No significant difference was observed in risk of stroke or systemic embolism between the NOACs. Such findings may provide some decision-making support for physicians regarding their choices amongst NOACs in patients with AF.Registration PROSPERO (identifier: CRD42016052908).
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Affiliation(s)
- Guowei Li
- Guangdong Second Provincial General Hospital, 466 Newport Middle Road, Haizhu District, Guangzhou, 510317, Guangdong Province, China. .,Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada. .,St. Joseph's Healthcare Hamilton, Hamilton, Canada.
| | - Gregory Y H Lip
- University of Birmingham Institute of Cardiovascular Sciences, City Hospital, Birmingham, UK.,Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Anne Holbrook
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.,St. Joseph's Healthcare Hamilton, Hamilton, Canada.,Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Yaping Chang
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
| | - Torben B Larsen
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.,Department of Cardiology, Cardiovascular Research Centre, Aalborg University Hospital, Aalborg, Denmark
| | - Xin Sun
- Chinese Evidence-based Medicine Centre, West China Hospital, Sichuan University, Chengdu, China
| | - Jie Tang
- School of Public Health, Guangzhou Medical University, Guangzhou, China
| | - Lawrence Mbuagbaw
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.,St. Joseph's Healthcare Hamilton, Hamilton, Canada
| | - Daniel M Witt
- Department of Pharmacotherapy, University of Utah College of Pharmacy, Salt Lake City, USA
| | - Mark Crowther
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.,St. Joseph's Healthcare Hamilton, Hamilton, Canada.,Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Lehana Thabane
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.,St. Joseph's Healthcare Hamilton, Hamilton, Canada
| | - Mitchell A H Levine
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.,St. Joseph's Healthcare Hamilton, Hamilton, Canada.,Department of Medicine, McMaster University, Hamilton, ON, Canada
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18
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Meltzer JA, Stone ME, Reddy SH, Silver EJ. Association of Whole-Body Computed Tomography With Mortality Risk in Children With Blunt Trauma. JAMA Pediatr 2018; 172:542-549. [PMID: 29630685 PMCID: PMC6137533 DOI: 10.1001/jamapediatrics.2018.0109] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
IMPORTANCE Although several studies have demonstrated an improvement in mortality for injured adults who receive whole-body computed tomography (WBCT), it is unclear whether children experience the same benefit. OBJECTIVE To determine whether emergent WBCT is associated with lower mortality among children with blunt trauma compared with a selective CT approach. DESIGN, SETTING, AND PARTICIPANTS A retrospective, multicenter cohort study was conducted from January 1, 2010, to December 31, 2014, using data from the National Trauma Data Bank on children aged 6 months to 14 years with blunt trauma who received an emergent CT scan in the first 2 hours after emergency department arrival. Data analysis was conducted from February 2 to December 29, 2017. EXPOSURES Patients were classified as having WBCT if they received CT head, CT chest, and CT abdomen/pelvis scans in the first 2 hours and as having a selective CT if they did not receive all 3 scans. MAIN OUTCOMES AND MEASURES The primary outcome was in-hospital mortality in the 7 days after ED arrival. To adjust for potential confounding, propensity score weighting was used. Subgroup analyses were performed for those with the highest mortality risk (ie, occupants and pedestrians involved in motor vehicle crashes, children with a Glasgow Coma Scale score lower than 9, children with hypotension, and those admitted to the intensive care unit). RESULTS Of the 42 912 children included in the study (median age [interquartile range], 9 [5-12] years; 27 861 [64.9%] boys), 8757 (20.4%) received a WBCT. Overall, 405 (0.9%) children died within 7 days. After adjusting for the propensity score, children who received WBCT had no significant difference in mortality compared with those who received selective CT (absolute risk difference, -0.2%; 95% CI, -0.6% to 0.1%). All subgroup analyses similarly showed no significant association between WBCT and mortality. CONCLUSIONS AND RELEVANCE Among children with blunt trauma, WBCT, compared with a selective CT approach, was not associated with lower mortality. These findings do not support the routine use of WBCT for children with blunt trauma.
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Affiliation(s)
- James A. Meltzer
- Department of Pediatrics, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, New York,Division of Emergency Medicine, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Melvin E. Stone
- Division of Trauma, Department of Surgery, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Srinivas H. Reddy
- Division of Trauma, Department of Surgery, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Ellen J. Silver
- Department of Pediatrics, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, New York
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19
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Weitz JI, Harenberg J. New developments in anticoagulants: Past, present and future. Thromb Haemost 2017; 117:1283-1288. [DOI: 10.1160/th16-10-0807] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Accepted: 01/09/2017] [Indexed: 12/22/2022]
Abstract
SummaryThrombosis is a leading cause of death and disability worldwide, and anticoagulants are the mainstay of its prevention and treatment. Starting with unfractionated heparin (UFH) and vitamin K antagonists (VKAs) such as warfarin, the choices of anticoagulants have exploded in the past 20 years. With over 90% subcutaneous bioavailability, no need for coagulation monitoring and dose adjustment, and a lower risk of heparin-induced thrombocytopenia, low-molecular-weight heparin and fondaparinux have replaced UFH for prevention and initial treatment of venous thromboembolism and for secondary prevention in cancer patients. In patients undergoing percutaneous interventions, bivalirudin is often used instead of UFH. Oral anticoagulation therapy has advanced with the introduction of the non-vitamin K antagonist oral anticoagulants (NOACs), which include dabigatran, rivaroxaban, apixaban and edoxaban. With efficacy at least equal to that of VKAs but with greater safety and convenience, the NOACs are now replacing VKAs for many indications. This paper a) highlights these advances, b) outlines how specific reversal agents for the NOACs will enhance their safety, c) reviews some of the ongoing trials with the NOACs, and d) describes the inhibitors of factor XII and XI that are under investigation as anticoagulants.
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20
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Ikram MA, Brusselle GGO, Murad SD, van Duijn CM, Franco OH, Goedegebure A, Klaver CCW, Nijsten TEC, Peeters RP, Stricker BH, Tiemeier H, Uitterlinden AG, Vernooij MW, Hofman A. The Rotterdam Study: 2018 update on objectives, design and main results. Eur J Epidemiol 2017; 32:807-850. [PMID: 29064009 PMCID: PMC5662692 DOI: 10.1007/s10654-017-0321-4] [Citation(s) in RCA: 353] [Impact Index Per Article: 44.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 10/06/2017] [Indexed: 02/07/2023]
Abstract
The Rotterdam Study is a prospective cohort study ongoing since 1990 in the city of Rotterdam in The Netherlands. The study targets cardiovascular, endocrine, hepatic, neurological, ophthalmic, psychiatric, dermatological, otolaryngological, locomotor, and respiratory diseases. As of 2008, 14,926 subjects aged 45 years or over comprise the Rotterdam Study cohort. Since 2016, the cohort is being expanded by persons aged 40 years and over. The findings of the Rotterdam Study have been presented in over 1500 research articles and reports (see www.erasmus-epidemiology.nl/rotterdamstudy ). This article gives the rationale of the study and its design. It also presents a summary of the major findings and an update of the objectives and methods.
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Affiliation(s)
- M Arfan Ikram
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands.
| | - Guy G O Brusselle
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Sarwa Darwish Murad
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Gastro-Enterology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Cornelia M van Duijn
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Cardiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - André Goedegebure
- Department of Otolaryngology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Caroline C W Klaver
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Tamar E C Nijsten
- Department of Dermatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robin P Peeters
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Henning Tiemeier
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Psychiatry, Erasmus Medical Center, Rotterdam, The Netherlands
| | - André G Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Meike W Vernooij
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
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Raschi E, Bianchin M, De Ponti R, De Ponti F, Ageno W. Emerging therapeutic uses of direct-acting oral anticoagulants: An evidence-based perspective. Pharmacol Res 2017; 120:206-218. [PMID: 28366835 DOI: 10.1016/j.phrs.2017.03.026] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Revised: 03/22/2017] [Accepted: 03/29/2017] [Indexed: 12/24/2022]
Abstract
Direct-acting oral anticoagulants (DOACs) were claimed to cause a potential paradigm shift in the therapeutic scenario of patients requiring short- and long-term anticoagulation, by virtue of their pharmacological properties, perceived as innovative. The evidence gathered so far (from pre-approval pivotal trials to real-world post-marketing observational data) consistently confirmed that DOACs are overall comparable to vitamin-K antagonists (VKAs) in terms of safety, efficacy and effectiveness and unequivocally documented a consistent and clinically relevant reduced risk of intracranial bleeding in the settings of non-valvular atrial fibrillation (NVAF) and venous thromboembolism (VTE). Interestingly, two parallel paths can be identified in the current research scenario: A) in the aforementioned consolidated therapeutic indications, an innovative approach is directed towards tailored treatment strategies, to identify patients most likely to benefit from one of the different anticoagulant drugs, in particular subpopulations at increased risk of adverse events (e.g., bleeding); B) in unconventional settings, DOACs are gaining interest for potential use in emerging diseases characterized by arterial and venous thromboembolic risk. In these scenarios, the risk-benefit profile of DOACs, as compared to VKAs or heparins, is less defined. The aim of this review is to critically assess the body of evidence underlying emerging therapeutic uses of DOACs (e.g., heparin-induced thrombocytopenia, anti-phospholipid antibody syndrome), including evolving issues in special populations (e.g., patients with VTE and cancer or cirrhosis). This will be achieved by analyzing the strength (i.e., systematic reviews, randomized clinical trials, observational studies, case report/series) and consistency (i.e., concordance) of both published and unpublished evidence registered in major public repositories.
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Affiliation(s)
- Emanuel Raschi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Matteo Bianchin
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Roberto De Ponti
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Fabrizio De Ponti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
| | - Walter Ageno
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
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Raschi E, Bianchin M, Ageno W, De Ponti R, De Ponti F. Risk-Benefit Profile of Direct-Acting Oral Anticoagulants in Established Therapeutic Indications: An Overview of Systematic Reviews and Observational Studies. Drug Saf 2016; 39:1175-1187. [PMID: 27696300 PMCID: PMC5107188 DOI: 10.1007/s40264-016-0464-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Since 2008, the direct-acting oral anticoagulants (DOACs) have expanded the therapeutic options of cardiovascular diseases with recognized clinical and epidemiological impact, such as non-valvular atrial fibrillation (NVAF) and venous thromboembolism (VTE), and also in the preventive setting of orthopedic surgical patients. The large body of evidence, not only from pivotal clinical trials but also from 'real-world' postmarketing observational findings (e.g. analytical epidemiological studies and registry data) gathered to date allow for a first attempt at verifying a posteriori whether or not the pharmacological advantages of the DOACs actually translate into therapeutic innovation, with relevant implications for clinicians, regulators and patients. This review aims to synthesize the risk-benefit profile of DOACs in the aforementioned consolidated indications through an 'evidence summary' approach gathering the existent evidence-based data, particularly systematic reviews with meta-analyses of randomized controlled trials, as well as observational studies, comparing DOACs with vitamin K antagonists. Clinical evidence will be discussed and compared with major international guidelines to identify whether an update is needed. Controversial clinically relevant safety issues will be also examined in order to highlight current challenges and unsettled questions (e.g. actual bleeding risk in susceptible populations). It is anticipated that the large number of publications on NVAF or VTE (44 systematic reviews with meta-analyses and 12 observational studies retained in our analysis) suggests the potential existence of overlapping studies and calls for common criteria to qualitatively and quantitatively assess discordances, thus guiding future research.
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Affiliation(s)
- Emanuel Raschi
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Via Irnerio, 48, I-40126, Bologna, Italy
| | - Matteo Bianchin
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Via Irnerio, 48, I-40126, Bologna, Italy
| | - Walter Ageno
- Department of Clinical and Experimental Medicine, University of Insubria, Varese, Italy
| | - Roberto De Ponti
- Department of Clinical and Experimental Medicine, University of Insubria, Varese, Italy
| | - Fabrizio De Ponti
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Via Irnerio, 48, I-40126, Bologna, Italy.
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23
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Affiliation(s)
- James C. Fredenburgh
- From the Departments of Medicine (J.C.F., J.I.W.) and Biochemistry and Biomedical Sciences (J.I.W.) and The Thrombosis and Atherosclerosis Research Institute (J.C.F., J.I.W.), McMaster University, Hamilton, ON, Canada
| | - Jeffrey I. Weitz
- From the Departments of Medicine (J.C.F., J.I.W.) and Biochemistry and Biomedical Sciences (J.I.W.) and The Thrombosis and Atherosclerosis Research Institute (J.C.F., J.I.W.), McMaster University, Hamilton, ON, Canada
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