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* From MetaWorks Inc. (Drs. Reynolds, Fahrbach, and Nalysnyk, Ms. Estok, and Ms. Cella), Medford, MA; and AstraZeneca LP (Dr. Hauch and Ms. Wygant), Wilmington, DE.
Correspondence to: Matthew W. Reynolds, PhD, 10 Presidents Landing, Third Floor, Medford, MA 02155; e-mail: Mreynolds{at}metaworksinc.com
| Abstract |
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Methods: A systematic review and metaanalysis of studies published in the English language between January 1, 1985, and October 30, 2002, was performed. MEDLINE (PubMed), Current Contents, and relevant reference lists were searched. Studies enrolling patients with nonvalvular AF receiving warfarin anticoagulation were eligible for inclusion if they reported stroke and/or major bleeding events in relation to INR, or time spent in therapeutic range. The risk of bleeds in overanticoagulated patients (INR > 3) and the risk of strokes in underanticoagulated patients (INR < 2) were assessed.
Results: Twenty-one studies (6,248 patients) met all inclusion criteria. Of the 21 studies, a target conventional INR of 2 to 3 was used in 9 studies. An INR < 2, compared with an INR
2, was associated with an odds ratio (OR) for ischemic events of 5.07 (95% confidence interval [CI], 2.92 to 8.80). An INR > 3, compared with an INR
3, was associated with an OR for bleeding events of 3.21 (95% CI, 1.24 to 8.28). On average, in the four studies with a target INR range of 2 to 3, patients with AF receiving warfarin spent 61% of time within, 13% of time above, and 26% below the therapeutic range.
Conclusion: Available evidence indicates that in patients with nonvalvular AF, the risk of ischemic stroke with insufficient warfarin anticoagulation (INR < 2), and the risk of bleeding events with overanticoagulation (INR > 3) are significantly higher relative to patients with AF maintained within the recommended INR of 2 to 3. However, the published data are sparse, heterogeneous, and primarily reported from clinical trials. More studies evaluating clinical outcomes in relation to INR are needed, especially in a real-world setting.
Key Words: anticoagulation atrial fibrillation warfarin
| Introduction |
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The aim of this systematic review and meta-analysis was to examine the relationship between INR and selected outcomes (bleeds and strokes) in patients with nonvalvular AF receiving anticoagulation. It will quantify the risk of bleeding in association with overanticoagulation (INR > 3) and the risk of stroke and/or other ischemic events associated with underanticoagulation (INR < 2). Further, in studies that report information regarding the time spent in therapeutic range, this review will summarize and analyze the level of INR control in patients with AF.
| Materials and Methods |
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Literature Search
We conducted a systematic literature review using MEDLINE and Current Contents to identify relevant articles published in the English language between January 1, 1985, and October 30, 2002. We also manually searched references of retrieved articles to identify additional relevant published studies. Search criteria included MEDLINE medical subject heading terms for AF, anticoagulants, and warfarin.
We accepted studies of any design with patients with nonvalvular AF receiving warfarin as long as they reported the outcomes of interest (stroke and/or bleeding events) in relation to INR and/or time spent in, above, or below the INR therapeutic range. Studies in which all or a vast majority (
85%) of patients enrolled had nonvalvular AF, either chronic or paroxysmal, were eligible for inclusion. Only groups receiving anticoagulation with warfarin alone were analyzed; groups receiving combination therapy were not analyzed.
Database Development
Data from all accepted studies were extracted to a data form by one investigator, and all elements were reviewed and agreed on by a second investigator before data entry. Data elements sought from each accepted study were protocol-specified study, patient and treatment characteristics, INR information (ie, time in range), and number of patients with adverse events of interest by INR strata.
Statistical Analysis
Descriptive data were summarized across studies using simple counts and means. The incidences of outcomes of interest (bleeds: major and minor and strokes and transient ischemic attacks [TIAs]) were pooled across treatment groups. Odds ratios (ORs) for outcomes of interest were computed for individual studies and then pooled across studies using random-effects modeling.13 All studies for which an OR was calculated reported the number of patients with events in range and out of range; most studies did not report the in-range and out-of-range number of patients without events. In these studies, the 2 x 2 table used to calculate a study OR required estimation of total event and nonevent counts using percentage of patients/measurements/time-in-range data. For instance, if 100 patients were evaluated for events, and 30% of INR measurements were INR < 2, it was assumed that 30 patients had INRs < 2. These total counts, combined with the reported event counts (eg, a study might report that five of the patients who had strokes had an INR < 2) were used to estimate the number of patients without events in and out of range.
Events per person-year rates were calculated for all studies reporting both events below/above the key INR ranges (< 2 and
2 for stroke,
3 and > 3 for major bleeds) and a percentage of time/measurements/patients for each of those ranges. The numerator was the number of events within that INR range; the denominator was the estimated number of patient-years spent within that INR range in the study. For instance, a 2-year study of 200 patients would have a total of 400 observed patient-years. If 30% of observations were with an INR < 2, the denominator for the INR < 2 calculation would be 0.30 x 400 = 120 patient-years. Statistical analyses were conducted using SAS version 8.1 (SAS Institute; Cary, NC).
| Results |
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Table 1 presents a summary of study characteristics for the accepted studies. Included studies consisted of 11 randomized clinical trials (RCTs)578923242932343537 enrolling the majority of patients (n = 4,405), 9 observational studies141517182526303138 (n = 1,808), and 1 uncontrolled case series (UCS)27 (n = 35). The small UCS was grouped with the observational studies for analysis purposes. Of the 21 studies, 17 studies5781415171823242526273031323435 (n = 5,366) were primary prevention, and 4 studies9293738 (n = 882) were secondary prevention studies enrolling only patients with AF with a previous stroke or TIA.
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Ischemic Events Incidence (Pooled Results)
The pooled incidence of ischemic events was calculated for reference purposes. Table 2
displays the pooled incidence of stroke and TIA in patients with AF by INR target ranges. The results are presented for all studies, and also stratified by study design (RCT vs observational studies). For groups with a target INR of 2 to 3,7152326313234 the incidence of stroke was 2.1%. The incidence of stroke was higher in groups with other INR ranges, especially the low-intensity category (1.1 to 2.1),2324273237 where stroke occurred in 5.8% of patients. The frequency of TIAs did not vary as widely across these different INR ranges.
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Target Anticoagulation Achieved
Only six studies578232632 reported the percentage of time patients with AF receiving anticoagulation spent in INR therapeutic range. Other studies reported achievement of target anticoagulation as number (percentage) of patients in range (four treatment groups),151837 or number (percentage) of measurements in range (five treatment groups).9242934 The exact methods for obtaining these estimates were not always reported, so it is possible that in some studies a percentage of measures in range, for instance, was used to estimate a percentage of patients or percentage of time in therapeutic range. Nevertheless, these categories may not be similar and therefore were summarized separately. Table 3
displays these results by INR target range.
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Groups with more variable INR ranges589182437 spent slightly less time in range (48.1%), had fewer measurements in range (70.3%), but reported slightly higher percentage of patients in range (45.2%). It should be noted that these results are based on only two studies in each reporting stratum and that studies are exclusive from each other.
Stroke and Bleeding Events Outside the Target INR Range
Table 4
presents the incidence of ischemic stroke, in all studies with available data and by study design, occurring in underanticoagulated patients (INR < 2) and those with normal anticoagulation (INR
2). The stroke incidence is much higher in underanticoagulated patients with AF (7.4 events vs 1.3 events per 100 patient-years). Higher stroke incidence was observed in observational studies as compared with RCTs. The incidence of stroke in underanticoagulated patients in observational studies compared with normal anticoagulation was 9.8 events vs 1.6 events per 100 patient-years, as compared with RCTs that reported 3.1 events vs 0.5 events per 100 patient-years.
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3). Major bleeds were much more common in overanticoagulated patients with AF (3.7 events per 100 patient-years) than in normally anticoagulated patients (1.4 events per 100 patient-years). Patients with AF in observational studies had an incidence of major bleeds of 4.7 events vs 1.0 events per 100 patient-years in overanticoagulated vs appropriately anticoagulated patients, respectively. Similarly, randomized trials reported rates of 3.3 events vs 1.5 events per 100 patient-years.
The meta-analysis confirms these pooled results. Meta-analytic results of ORs for stroke and major bleeds are presented in Table 5
. For strokes, only studies715171825263137 with extractable information for the lower INR target boundary of
2 were included in the meta-analyses; for major bleeds, only studies781523313234 with extractable information for an upper INR target boundary of
3 were included in these analyses. The overall OR for ischemic stroke for patients with INR < 2 vs INR
2 is 5.07 (95% confidence interval [CI], 2.92 to 8.80), which means that underanticoagulated patients with AF are significantly more likely to have stroke than those maintained within normal anticoagulation range. Also, the ORs for stroke in underanticoagulated vs normal anticoagulated patients are higher in primary prevention studies than secondary prevention studies (5.28 vs 1.09), and in studies enrolling both patients with chronic and paroxysmal AF compared to patients with entirely chronic AF (7.28 vs 3.42).715182526313237
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3, the OR is 3.21 (95% CI, 1.24 to 8.28), meaning that overanticoagulated patients are significantly more likely to experience major bleeds than those normally anticoagulated. The ORs for major bleeding in overanticoagulated vs normal anticoagulated patients were higher in observational studies compared with RCTs (5.67 vs 2.37), and in studies enrolling only patients with chronic AF compared with mixed AF populations (4.06 vs 2.72).781523313239 There were also several studies91725303132 providing information on stroke and bleeds by multiple INR strata, which allowed some exploration of the spectrum of the risk of events along a more continuous INR range. The ORs for stroke and bleeds were calculated for each stratum within each such study that also had a normal reference INR range available (INR 2 to 3). Table 6 shows the meta-analyzed OR results. Although there appears to be significant heterogeneity in the study results for the extreme stratum of INR for the ischemic events, there is a significantly elevated OR of 2.11 (95% CI, 1.06 to 4.19) for the INR 1.5 to 2.0 stratum compared with the INR 2 to 3 reference group. The OR point estimate for the INR < 1.5 stratum is 3.25 for ischemic events, but the 95% CI (0.45 to 23.46) is wide and includes 1, and is therefore not statistically significant. The OR for major bleeds for INR 3 to 4 compared with INR 2 to 3 is 2.34 (95% CI, 0.54 to 10.10), and does not reach statistical significance. The OR for INR > 4 compared with the INR 2 to 3 reference group is highly significant at 33.23 (95% CI, 9.12 to 121.07).
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| Discussion |
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It is clear that the incidence of events is associated not just with time in range, but the target INR range itself. The wider targets (INR 1.4 to 4.5) have higher incidence of both strokes and bleeds, and the low-intensity targets (INR 1.1 to 2.1) have a higher incidence of stroke. It would seem that this would be related to having more patients who are successfully in the target range, but are still treated to an INR < 2 or an INR > 3. Patients with nonvalvular AF who are treated to an INR target of 1.1 to 2.1 may be minimizing their risk of bleeds, but may not be fully protected from the risk of stroke.
There are several previous meta-analyses4041 that have addressed the effectiveness of warfarin in patients with AF, but none of them have specifically addressed the risk of stroke and bleed events associated with INR. This meta-analysis was able to address the evidence gap that existed regarding the association between INR and risk of stroke and bleeds.
Recent publications4243 from a large integrated delivery system have reported similar findings both with respect to time in range, which was reported to be 62.5%, and with respect to the relationship between INR and outcomes. Eighty percent of the patients in this study were managed by a coagulation service. Whereas the relationship between INR and outcomes seem to be well documented by the current meta-analyses and the study of the large, integrated health delivery system,4243 these reports cannot be taken as an indication of outcomes of warfarin therapy in routine medical care. Time in range has been documented, in a few studies4445 addressing the issues, to be much lower in routine medical management than it has been reported in clinical trials and coagulation clinics. Additionally, modeling studies4647 have demonstrated that the outcomes of anticoagulation with warfarin are highly dependent of how warfarin is managed and the level of INR control achieved. It is possible that one or more novel fixed-dose antithrombotic agents that do not require anticoagulation monitoring currently in development for stroke prevention in patients with AF may overcome the problems of managing INR associated with warfarin therapy.48
The main limitation of this review and meta-analysis is that study variability and incomplete reporting limited the number of studies that could be included in the meta-analysis. Before 1990, there were very few studies that provided information on INR, since most studies used prothrombin time as the marker for warfarin intensity. Additionally, the majority of studies (and patients) included in the INR analyses were based on data from RCTs, which provide detailed information on INR and outcomes, but which may not provide evidence that is generalizable to the non-RCT general population. There was an apparent lack of information on the INR control and INR association with adverse events in particular for non-RCT treatment. Additional information on treatment setting such as general practitioner treatment vs coagulation clinics may provide additional detail on factors that influence time in INR range and the link to adverse events.
An additional limitation is that this was an analysis of study group data rather than individual patient-level data. That distinction must be made, as analyses were unable to control for known risk factors for stroke, such as previous stroke, previous bleeds, and older age. Observational cohort studies may provide a better opportunity to assess real-world effectiveness. Currently, there are few published observational nonclinical trial studies that link INR to outcomes. Over the past few years, it has been increasingly more common for individual patient databases, based on either insurance claims or electronic medical records, to include laboratory results along with a longitudinal patient medical history. These databases may be an important and useful source of information in understanding the real-life relationship between INR and outcomes like bleeds and strokes.
Conversely, the fact that this was a literature review of studies (as compared with an individual patient-level analysis) is also the biggest strength of this review because these results represent all of the best evidence from the available published literature. The conclusions support the clinical belief that the level of INR is directly related to an increased risk of stroke or bleeds.
| Footnotes |
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Sponsored by AstraZeneca LP, Wilmington, DE.
Dr. Reynolds is an employee of MetaWorks whose company was contracted by AstraZeneca to conduct the systematic review and metaanalysis presented in this article. Other coauthors of this article have not received anything of value either directly or indirectly from a commercial or other party related directly or indirectly to the subject of this article submission.
For instructions on attaining CME credit, see page A-56 or visit www.chestnet.org
Learning Objectives: 1. To recognize that the INR below 2.0 was associated with a 5-fold increase in the risk of stroke in patients with nonvalvular atrial fibrillation. 2. To understand that an INR over 3 increased the risk of major bleeding 3-fold.
Received for publication February 27, 2004. Accepted for publication June 16, 2004.
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