Anticoagulation with low molecular weight heparin and vitamin K antagonists is the current standard of care (SOC) for venous thromboembolism (VTE) treatment and prevention. Although novel oral anti-coagulants (NOACs) have been compared with SOC in this indication, no head-to-head randomised controlled trials (RCTs) have directly compared NOACs. A systematic review and network meta-analysis (NMA) were conducted to compare the efficacy and safety of NOACs for the initial and long-term treatment of VTE.
Electronic databases (accessed July 2014) were systematically searched to identify RCTs evaluating apixaban, dabigatran, edoxaban, and rivaroxaban versus SOC. Eligible patients included adults with an objectively confirmed deep vein thrombosis (DVT), pulmonary embolism (PE) or both. A fixed-effect Bayesian NMA was conducted for outcomes of interest, and results were presented as relative risks (RR) and 95% credible intervals (Crl).
Six Phase III RCTs met criteria for inclusion: apixaban (one RCT; n = 5,395); rivaroxaban (two RCTs; n = 3,423/4,832); dabigatran (two RCTs; n = 2,539/2,568); edoxaban (one RCT; n = 8,240). There were no statistically significant differences between the NOACs with regard to the risk of ‘VTE and VTE-related death. Apixaban treatment was associated with the most favourable safety profile of the NOACs, showing a statistically significantly reduced risk of ‘major or clinically relevant non-major (CRNM) bleed’ compared with rivaroxaban (0.47 [0.36, 0.61]), dabigatran (0.69 [0.51, 0.94]), and edoxaban (0.54 [0.41, 0.69]). Dabigatran was also associated with a significantly lower risk of ‘major or CRNM bleed’ compared with rivaroxaban (0.68 [0.53, 0.87]) and edoxaban (0.77 [0.60, 0.99]).
Indirect comparisons showed statistically similar reductions in the risk of ‘VTE or VTE-related death for all NOACs. In contrast, reductions in ‘major or CRNM bleed’ for initial/long-term treatment were significantly better with apixaban compared with all other NOACs, and with dabigatran compared with rivaroxaban and edoxaban. Results from the current analysis indicate that the NOACs offer clinical benefit over conventional therapy while highlighting relative differences in their bleeding profile.
Citation: Cohen AT, Hamilton M, Mitchell SA, Phatak H, Liu X, Bird A, et al. (2015) Comparison of the Novel Oral Anticoagulants Apixaban, Dabigatran, Edoxaban, and Rivaroxaban in the Initial and Long-Term Treatment and Prevention of Venous Thromboembolism: Systematic Review and Network Meta-Analysis. PLoS ONE 10(12): e0144856. https://doi.org/10.1371/journal.pone.0144856
Editor: Hugo ten Cate, Maastricht University Medical Center, NETHERLANDS
Received: June 29, 2015; Accepted: November 24, 2015; Published: December 30, 2015
Copyright: © 2015 Cohen et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: This study was funded by Bristol Myers Squibb and Pfizer. Bristol Myers Squibb provided support in the form of salaries for authors Melissa Hamilton and Hemant Phatak, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. Pfizer provided support in the form of salaries for authors Xianchen Liu, Doreen Tushabe, and Alex Bird, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. Abacus International provided support in the form of salaries for authors Stephen Mitchell and Sarah Batson, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have the following interests. This study was funded by Bristol Myers Squibb and Pfizer. Hamilton M. and Phatak H. are employed by Bristol Myers Squibb., Liu X. and Bird A. by Pfizer Ltd, Batson S. by Abacus International and Tushabe D. by TUSH-D UK LTD. At the time of this study, Claflin A. was a paid contractor of Pfizer Ltd. Cohen A. is a paid clinical consultant to Bristol Myers Squibb and Pfizer. Fowler H., Mitchell S.A., and Batson S. are paid consultants to Bristol Myers Squibb and Pfizer Ltd. There are no patents, products in development or marketed products to declare. This does not alter the authors' adherence to all the PLOS ONE policies on sharing data and materials, as detailed online in the guide for authors.
Venous thromboembolism (VTE) comprises deep vein thrombosis (DVT) and pulmonary embolism (PE). VTE is associated with a high risk of recurrence after a first event. On the cessation of anticoagulation therapy, approximately 10% of patients with VTE experience a recurrence within a year after the first event [1, 2] and 30% have a recurrence within 10 years [2, 3] and the risk of recurrence is dependent on several factors . Globally, VTE represents a substantial personal and economic burden [5, 6]; yet it is a preventable cause of long-term morbidity and mortality. VTE is associated with long-term, clinically significant complications, including post-thrombotic syndrome, reported in up to 50% of patients with VTE , and chronic thromboembolic pulmonary hypertension in up to 4% of patients with PE . Lastly, VTE is associated with substantial mortality [9, 10]; the all-cause mortality rate is reported to be approximately 5% after 1 year in the VTE population .
Effective treatment of VTE relies on a balance between the prevention of recurrence and the incidence of bleeding complications . In general, clinical guidelines for the treatment of VTE recommend subcutaneous low-molecular-weight-heparin (LMWH), as well as fondaparinux [13–15], followed by a vitamin K antagonist (VKA) . Both LMWH and VKAs (such as warfarin, acenocumerol or phenprocoumon) are associated with a risk of (potentially fatal) bleeding [16, 17]. Furthermore, LMWHs may be inconvenient for patients as they can only be administered subcutaneously and VKAs require monitoring for optimal dosing  and carry the risk of drug interactions. Novel oral anticoagulants (NOACs) were developed to offer efficient anticoagulation while eliminating the need for monitoring. The four main NOACs currently being studied/approved for the treatment of VTE are rivaroxaban, edoxaban, and apixaban (all direct Factor Xa inhibitors), and dabigatran (a direct thrombin inhibitor). Of these, apixaban, dabigatran, and rivaroxaban are now approved for the treatment of VTE as well as for the prevention and treatment of DVT and PE in patients undergoing orthopaedic surgery, both in the EU and the USA. Edoxaban is currently approved in Japan for the prevention of VTE after major orthopaedic surgery and is approved in the USA (and has received a positive opinion from the European Committee for Medicinal Products) for the treatment and secondary prevention of VTE in a non-surgical population. Compared with VKAs, NOACs offer rapid onset of action, fixed dosing, no known food effects, fewer drug interactions, no requirement for routine monitoring of fixed doses, and a short offset period .
The current evidence base for the efficacy and safety of NOACs does not include any head-to-head trials directly comparing the different NOACs [19–24]. It is important to assess the relative clinical value of NOACs from health care providers’ and payers’ perspective. Therefore, our objective was to conduct a systematic review and network meta-analysis (NMA) comparing the efficacy and safety of NOACs for the initial and long-term treatment and secondary prevention of VTE.
A systematic review protocol was written to define all aspects of the review prior to commencement. The pre-defined inclusion criteria are reported in Table 1.
The data sources to identify published studies and ongoing (unpublished) studies included: electronic databases searched on 14th July 2014 (Embase 1980 onwards; MEDLINE® In-Process & Other Non-Indexed Citations; OVID MEDLINE 1946 onwards; Cochrane Library (NHS EED), 1968 onwards) and conference proceedings from 2011 to 2013 (American Society of Hematology, International Society on Thrombosis and Haemostasis, European Hematology Association). Two reviewers working independently screened the titles and abstracts in addition to the full publications against the pre-specified criteria. Any disagreements were resolved through discussion until a consensus was reached, or the involvement of a third reviewer. Double data extraction of eligible outcome data was conducted by two researchers with any disputes referred to a third party.
The quality of RCTs was assessed according to the methodology checklist detailed in Appendix D of the NICE Guidelines Manual 2009 . The likelihood of selection, attrition, and detection and performance bias was assessed by two reviewers working independently. As above, disagreements were resolved by discussion and/or involvement of a third reviewer.
NMA was used to obtain comparisons between all treatments. WinBUGS software (MRC Biostatistics Unit, Cambridge, UK) was used to conduct a Bayesian NMA. Models were run for 50,000 iterations to calculate the point estimate of comparisons between treatments. The treatment effect was evaluated in terms of relative risk. The point estimate represented the median of the posterior distribution with an associated 95% credible interval (Crl) taken from between the 2.5th and 97.5th percentiles of the distribution of the calculated data. The Crl is the Bayesian equivalent of a confidence interval (CI).
Both fixed- and random-effect models were employed. However, data are presented from the fixed-effect model only as this model gave the lowest deviance information criterion (DIC) compared with the random-effects model. In addition the evidence networks contained too few studies to provide a feasible and precise estimate of the between study variance in the random-effects model . Information on treatment ranking can give misleading results when the evidence network is sparse and therefore these data are not presented and emphasis is placed on the relative treatment effects and their uncertainty.
Analyses were performed on a dichotomous dataset comprising the number at risk and the number of events of an outcome of interest. The outcomes of interest were: (a) VTE and VTE-related death. This was a composite efficacy endpoint, consisting of reported events of DVT, fatal or non-fatal PE and VTE-related death; (b) major bleeding; (c) clinically relevant non-major (CRNM) bleeding; (d) major or CRNM bleeding; (e) all-cause mortality. Analyses of efficacy outcomes considered the number of events in an intention-to-treat (ITT) study population as defined by each study, whereas analyses of safety outcomes were based on the reported safety population.
Additional analyses were conducted for non-fatal PE, DVT, VTE-related death (i.e. death related to any VTE event, or where VTE could not be ruled out as a cause of death), intracranial haemorrhage, other major bleeding, other deaths, and overall treatment discontinuation.
Data assumptions for NMA
There were no data reported for CRNM bleeding in the RE-COVER  and RE-COVER II  publications. To obtain event data for this outcome from the trials, the reported ‘major bleeding’ outcome data were subtracted from the reported ‘major or CRNM bleeding’ data. Additional data assumptions were required for the other secondary outcomes, and these are reported in the supporting information.
Sensitivity analyses were conducted for each outcome, substituting data from the individual RE-COVER  and RE-COVER II  trials with data from the pooled analysis of the RE-COVER and RE-COVER II trials . The pooled analysis was conducted after results from both trials were available and was based on further adjudication of events reported after publication of the RE-COVER trial . A full explanation of the differences between the datasets is provided by the authors .
The initial electronic database search (accessed July 14th 2014) identified 6,052 articles, of which 5,021 were screened (after removal of duplicates). In total, 4,966 publications were excluded on the basis of title and abstract. On application of the review inclusion criteria to the 55 full-text papers, a further 38 were excluded. Therefore 17 publications met the inclusion criteria and were included in the systematic review. Ten publications reported on the extended treatment of VTE in patients who had received prior initial treatment and were excluded from the current meta-analysis. Therefore seven publications detailing six unique RCTs reported relevant outcome data for the initial and long-term treatment of VTE (Fig 1) and were included in the meta-analysis: AMPLIFY , RE-COVER , RE-COVER II , Hokusai-VTE , and pooled data  from the EINSTEIN DVT  and the EINSTEIN PE  trials. The EINSTEIN pooled data  were used in the NMA to ensure that the source data covered a general VTE population, rather than the respective DVT and PE populations used in the individual EINSTEIN trials. This approach was taken to ensure comparability of the data used and to maximize the statistical power of our analysis.
The flow diagram indicates inclusion and exclusion of publications at each stage of the systematic review process.
Table 2 summarises the characteristics of each study. The reported mean age of patients and the percentage of female patients were similar across trials. All studies were judged to be of good quality (S1 Table) although there were some differences between the trials in terms of study design and patient characteristics: AMPLIFY , Hokusai-VTE , RECOVER  and RECOVER II  were double-blind, whereas the EINSTEIN DVT  and EINSTEIN PE  trials were open-label. AMPLIFY  reported 89.8% of patients as having an unprovoked VTE, whereas the pooled analysis of the EINSTEIN DVT/PE studies  and Hokusai-VTE  reported 63.5% and 65.7%, respectively. This suggests some variation in the baseline risk of VTE between trials, as patients with an unprovoked VTE may have a higher risk of recurrence . Finally, the EINSTEIN DVT  and EINSTEIN PE  trials had treatment periods of 3, 6 or 12 months (at discretion of clinician), Hokusai-VTE  had a maximum treatment duration of 12 months compared with a treatment duration of 6 months in the remaining trials [21, 22, 24]. Initial treatment (≥5 days) with an approved parenteral anticoagulant was required in the RE-COVER , RE-COVER II  (LMWH in the majority of patients [~90%]) and Hokusai-VTE studies  (enoxaparin or unfractionated heparin [UFH]) prior to receiving a NOAC or warfarin, in contrast to AMPLIFY  and the EINSTEIN studies  where treatments were administered as single regimens. There was variation in the definition of the primary efficacy outcome across the studies. The ‘VTE and VTE-related death’ endpoint comprised reported events of DVT, fatal or non-fatal PE, and VTE-related death. This was reported in the trial publications as follows: AMPLIFY –adjudicated composite of recurrent VTE or death related to VTE. Recurrent VTE included fatal or non-fatal PE and DVT; RE-COVER –composite of VTE or death associated with VTE; RE-COVER II –VTE or VTE-related death; EINSTEIN DVT , EINSTEIN PE  and Hokusai-VTE –composite of DVT and non-fatal or fatal PE. All studies reported a consistent definition of bleeding outcomes as defined by the International Society on Thrombosis and Haemostasis . The network of trials used is shown in Fig 2. The raw data used in the NMA are presented in S2 Table.
†Primary and sensitivity analyses used pooled data from the EINSTEIN DVT and EINSTEIN PE trials .
Due to the small number of studies in the network, the NMA was restricted to a fixed-effect model only. A random-effects model does not provide reliable estimates of the variation in between-study treatment effects when there are few studies in the network of evidence. Indeed, medical research guidelines recommend that calculations investigating heterogeneity should be based on a network of at least ten studies . (i.e., only linear connections see Fig 2).
The NMA results for the primary outcomes of interest are reported in Table 3. The results for the comparison of the individual NOACs with LMWH/warfarin confirm the findings from the individual RCTs: there was no statistically significant difference in efficacy between the NOACs for ‘VTE or VTE-related death’. This was to be expected, due to the simple, not interconnected star shape of the evidence network (Fig 2), which results in the effect size for any treatment versus LMWH/VKA being driven by direct trial based results for the outcome in question. Our analysis shows a similar efficacy on mortality for the NOACs compared with conventional therapy, with apixaban being the only NOAC to show a significantly improved bleeding profile for all reported measures.
With regard to a head-to-head comparison of the NOACs, apixaban was associated with a significantly lower risk of ‘major or CRNM bleeding’ compared with dabigatran, edoxaban, or rivaroxaban. Apixaban also had a significantly lower risk of major bleeding and CRNM bleeding compared with dabigatran and rivaroxaban, respectively, and of both outcomes compared with edoxaban. Rivaroxaban was associated with a significantly higher risk of CRNM bleeding compared with dabigatran and edoxaban, and ‘major or CRNM bleeding’ compared with dabigatran. Finally, dabigatran treatment was associated with a significantly lower risk of ‘major or CRNM bleeding’ or CRNM bleeding compared with edoxaban. There were no other statistically significant differences between the NOACs for the outcomes reported in Table 3 (data for the inverse treatment comparisons are presented in S4 Table).
Results for other outcomes of interest (non-fatal PE, DVT, VTE-related death, intracranial bleeding, other major bleeding, other death, and overall treatment discontinuation) are presented in S3 Table. When comparing the NOACs, these results show a significantly decreased risk of ‘other major bleeding’ for apixaban vs all three comparators and for rivaroxaban vs. edoxaban. There was also a significantly reduced risk of treatment discontinuation for rivaroxaban vs edoxaban and dabigatran but not vs apixaban.
The clinical improvement observed with the use of NOACs may reduce the considerable burden associated with VTE. This burden comprises recurrent VTE events , high mortality rates , long-term complications , management of bleeding events, and issues regarding treatment with VKAs (the current standard of care [SOC]). NOACs could potentially mitigate this burden in terms of reduced bleeding risk, no requirement for monitoring, and a reduced potential for food/drug interactions, compared with VKAs. However, although clinical guidelines have been slow to recommend the use of NOACs, due to the relative paucity of clinical data [13, 15], this is changing [25, 34]. Only a small number of large-scale, high quality Phase III trials comparing NOACs with VKAs or LMWH have been published to date and there are no direct comparisons to allow an assessment of the relative efficacy and safety of the NOACs.
The current systematic review identified seven publications (six unique clinical trials and a pooled analysis of two trials) comparing four different NOACs (apixaban, dabigatran, edoxaban, and rivaroxaban) with warfarin and/or LMWH [19–24, 28]. Overall the quality of the trials was considered to be good (based on study size and design), although the RE-COVER II publication did not provide sufficient information for assessment (S1 Table). The two EINSTEIN studies  were open-label, whereas the remaining four studies were double-blind. Although in general double-blind RCTs are considered to be less subject to potential bias compared with open-label studies, issues such as consistency on endpoint assessment and reporting may have a larger impact on the internal/external validity of trial results for studies assessing oral anticoagulation therapies . There were a number of limitations to our analysis, primarily the fact that although the methodology employed for the NMA is robust and validated , any indirect comparison is subject to potential bias not present in a direct head-to-head comparison. In addition, both the systematic review and NMA are limited by the small number of available studies. Furthermore, there were some differences in the patient baseline characteristics (percentage of patients with unprovoked VTE, percentage of patients with index DVT/PE event) and the trial methods (treatment duration, definition of outcomes, blinding status), which may impact the comparability of the reported data. However, while these differences might present a challenge to the similarity assumption between studies, it may reflect the external validity of these results as this variation in patient populations is more likely to reflect real-world practice.
Several previous meta-analyses reporting on the relative efficacy of the NOACs in this indication have been published [36–38]. The current analysis reports results for additional outcomes of interest and employs a Bayesian methodology. Data from the AMPLIFY study , the pooled analysis of the EINSTEIN trials , Hokusai-VTE , and full publication of the RE-COVER II RCT  were not available at the time of the analysis reported by Fox et al . Data for apixaban was restricted to the phase II dose-ranging Botticelli study  which randomised 520 patients compared with AMPLIFY , which enrolled 5,395 patients. The reported indirect comparison was restricted to an assessment of the relative safety and efficacy of dabigatran and rivaroxaban only (recurrent VTE, major bleeding, and all-cause mortality). No statistically significant differences were reported between the two treatments which is consistent with the results from the current study (Table 3).
Four further recently published meta-analyses [37, 38, 40, 41] have included data from the Hokusai-VTE RCT  as did the current analysis. The primary focus of the van der Hulle meta-analysis  was a comparison of the class effect of NOACs compared with VKAs (again data from the RE-COVER II study and the associated pooled analysis  were excluded). The Mantha and Ansell  and Kang and Sobieraj  publications reported results for four and five efficacy/safety outcomes respectively and both analyses employed Bucher indirect comparison methodology. The reported results confirm the significantly reduced risk of major bleeding for apixaban compared with dabigatran and edoxaban as seen in the current analysis. Finally the meta-analysis by Castellucci  included a comparison of individual NOACs with UFH, LMWH, and fondaparinux (all in combination with VKA) or LMWH alone. Both apixaban and rivaroxaban were associated with a significantly lower risk of major bleeding compared with LMWH/VKA, the current SOC . This reduction in the risk of major bleeding may be of particular clinical importance. There is increasing evidence to suggest that major bleeding in patients with VTE is not simply a benign event with no clinical consequences, but is associated with both increased morbidity and mortality [42–44].
With regard to the relative efficacy and safety of the NOACs, the current NMA indicates that although the NOACs report a similar reduction in VTE or VTE-related death and all-cause mortality, reductions in ‘major or CRNM bleed’ for initial/long-term treatment were significantly better with apixaban compared with all other NOACs, and with dabigatran compared with rivaroxaban and edoxaban. The use of NOACs represents an important step forward in the management of VTE and may therefore reduce the significant burden on patients with VTE.
S1 PRISMA Checklist. PRISMA Checklist.
S1 Table. Quality assessment of included trials.
Abbreviations: ITT, intention to treat; CRNM, clinically relevant non-major; DVT, deep vein thrombosis; PE, pulmonary embolism; NA, not applicable. †Participants were not blind to treatment allocation: open label study design. Outcome events were classified by a central adjudication committee whose members were unaware of the treatment assignments.
S2 Table. Raw data used in NMA.
Abbreviations: CRNM, clinically relevant non major; DVT, deep vein thrombosis; LMWH, low molecular weight heparin; n/A, not applicable; PE, pulmonary embolism; UFH, unfractionated heparin; VKA, vitamin K antagonist; VTE, venous thromboembolism. †Reported as events from the start of any study drug (both single- and double-dummy study period). ‡Calculated as ‘major or CRNM bleeding event’ minus ‘major bleeding event’.
S3 Table. Results of fixed-effect NMA—other outcomes of interest.
Significant results in bold. Abbreviations: BD, twice daily; Crl, credible interval; CRNM, clinically relevant non major; OD, once daily; VKA, vitamin K antagonist; VTE, venous thromboembolism. †Defined as ‘major bleed’ minus ‘intracranial bleeding’. ‡Defined as ‘all-cause mortality minus ‘VTE-related death’ minus ‘bleeding-related death’. Data assumptions: VTE-related death was not directly reported in the trial publications and was therefore assumed based on available efficacy outcome data. For the AMPLIFY trial  and the EINSTEIN DVT/EINSTEIN PE pooled analysis  event data for this outcome were calculated from the reported incidence of PE, plus fatal events where PE could not be ruled out. For the RE-COVER  and RE-COVER II  trials it was taken as ‘death related to PE’. Event data for ‘other major bleed‘ were calculated by subtracting intracranial bleeding events from major bleeding events. This was done for event data from all trials, where available. Event data for ‘other deaths‘ were calculated by subtracting VTE- or bleeding-related deaths from all deaths.
S4 Table. Results of base case fixed-effect NMA–inverted treatment comparisons.
Significant results in bold. Abbreviations: BD, twice daily; Crl, credible interval; CRNM, clinically relevant non major; OD, once daily; VKA, vitamin K antagonist; VTE, venous thromboembolism. †Defined as ‘major bleed’ minus ‘intracranial bleeding’. ‡Defined as ‘all-cause mortality minus ‘VTE-related death’ minus ‘bleeding-related death’.
S5 Table. Results of sensitivity analysis fixed-effect NMA.
Significant results in bold. Abbreviations: BD, twice daily; Crl, credible interval; CRNM, clinically relevant non major; OD, once daily; PE, pulmonary embolism; VKA, vitamin K antagonist; VTE, venous thromboembolism. †Defined as ‘major bleed’ minus ‘intracranial bleeding’. ‡Defined as ‘all-cause mortality minus ‘VTE-related death’ minus ‘bleeding-related death’.
S6 Table. Results of sensitivity analysis fixed-effect NMA–inverted treatment comparisons.
Significant results in bold. Abbreviations: BD, twice daily; Crl, credible interval; CRNM, clinically relevant non major; DVT, deep vein thrombosis; OD, once daily; PE, pulmonary embolism; VKA, vitamin K antagonist; VTE, venous thromboembolism. †Defined as ‘major bleed’ minus ‘intracranial bleeding’. ‡Defined as ‘all-cause mortality minus ‘VTE-related death’ minus ‘bleeding-related death’.
The authors would like to thank Abigail Claflin for her review of the manuscript and Helen Fowler for her assistance with conducting the statistical analysis.
Analyzed the data: SB SAM MH. Wrote the paper: AC MH HP AB DT XL SAM SB. Defined the scope of the project: MH HP AB DT XL ATC SAM SB. Conducted the systematic review: SAM.
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