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Erschienen in: Thrombosis Journal 1/2014

Open Access 01.12.2014 | Original clinical investigation

Quality of vitamin K antagonist control and outcomes in atrial fibrillation patients: a meta-analysis and meta-regression

verfasst von: Elizabeth S Mearns, C Michael White, Christine G Kohn, Jessica Hawthorne, Ju-Sung Song, Joy Meng, Jeff R Schein, Monika K Raut, Craig I Coleman

Erschienen in: Thrombosis Journal | Ausgabe 1/2014

Abstract

Background

Atrial fibrillation (AF) patients frequently require anticoagulation with vitamin K antagonists (VKAs) to prevent thromboembolic events, but their use increases the risk of hemorrhage. We evaluated time spent in therapeutic range (TTR), proportion of international normalized ratio (INR) measurements in range (PINRR), adverse events in relation to INR, and predictors of INR control in AF patients using VKAs.

Methods

We searched MEDLINE, CENTRAL and EMBASE (1990-June 2013) for studies of AF patients receiving adjusted-dose VKAs that reported INR control measures (TTR and PINRR) and/or reported an INR measurement coinciding with thromboembolic or hemorrhagic events. Random-effects meta-analyses and meta-regression were performed.

Results

Ninety-five articles were included. Sixty-eight VKA-treated study groups reported measures of INR control, while 43 studies reported an INR around the time of the adverse event. Patients spent 61% (95% CI, 59–62%), 25% (95% CI, 23–27%) and 14% (95% CI, 13-15%) of their time within, below or above the therapeutic range. PINRR assessments were within, below, and above range 56% (95% CI, 53–59%), 26% (95% CI, 23–29%) and 13% (95% CI, 11-17%) of the time. Patients receiving VKA management in the community spent less TTR than those managed by anticoagulation clinics or in randomized trials. Patients newly receiving VKAs spent less TTR than those with prior VKA use. Patients in Europe/United Kingdom spent more TTR than patients in North America. Fifty-seven percent (95% CI, 50-64%) of thromboembolic events and 42% (95% CI, 35 – 51%) of hemorrhagic events occurred at an INR <2.0 and >3.0, respectively; while 56% (95% CI, 48-64%) of ischemic strokes and 45% of intracranial hemorrhages (95% CI, 29-63%) occurred at INRs <2.0 and >3.0, respectively.

Conclusions

Patients on VKAs for AF frequently have INRs outside the therapeutic range. While, thromboembolic and hemorrhagic events do occur patients with a therapeutic INR; patients with an INR <2.0 make up many of the cases of thromboembolism, while those >3.0 make up many of the cases of hemorrhage. Managing anticoagulation outside of a clinical trial or anticoagulation clinic is associated with poorer INR control, as is, the initiation of therapy in the VKA-naïve. Patients in Europe/UK have better INR control than those in North America.
Hinweise

Electronic supplementary material

The online version of this article (doi:10.​1186/​1477-9560-12-14) contains supplementary material, which is available to authorized users.

Competing interests

Dr. Coleman has received honoraria for participation on advisory boards and Speaker’s bureaus and has received research funding from Janssen Scientific Affairs. Drs Raut and Schein are paid employees of Janssen Pharmaceuticals. Drs. Mearns, White and Kohn and Mr./Ms. Hawthorne, Song and Meng have no conflicts to report.

Authors’ contributions

Study concept and design: ESM, MKR, JRS, CIC. Acquisition of data: ESM, CGK, JH, JSS, JM. Analysis and interpretation of data: ESM, CMW, CGK, JH, JSS, JM, MKR, JRS, CIC. Drafting of the manuscript: ESM, CMW, CGK, CIC. Critical revision of the manuscript for important intellectual content: ESM, CMW, MKR, JRS, CIC. Administrative, technical, or material support: ESM, MKR, JRS, CIC. Study supervision: ESM, CMW, CIC. ESM and CIC had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. All authors read and approved the final manuscript.
Abkürzungen
AF
Atrial fibrillation
VKA
Vitamin K antagonist
TTR
Time in therapeutic range
PINRR
Proportion of INR measurements in range
INR
International normalized ratio
CI
Confidence interval
UK
United Kingdom
RCT
Randomized controlled trial
ICH
Intracranial hemorrhage.

Background

Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia worldwide and increases the risk of ischemic stroke by nearly 5-fold [1, 2]. Studies have demonstrated that adjusted-dose vitamin K antagonists (VKAs) significantly decrease the risk of stroke in AF patients versus placebo or aspirin therapy [3, 4]. However, VKA use can be challenging given the narrow therapeutic international normalized ratio (INR) range, requirement for periodic INR monitoring, high inter-patient variability in response, numerous drug and food interactions and risks related to non-adherence [5].
In previous meta-analyses [69] the quality of anticoagulation control with VKAs has proven to be poor; with an estimated time spent in the therapeutic INR range (TTR) between 55% and 64%. Numerous study-level factors (e.g., VKA dosing setting) have been shown to be an important determinant of the quality of INR control. Thromboembolic events may occur more frequently at an INR <2.0 and major hemorrhagic events at an INR >3.0 [10]. No previous meta-analyses have examined INR control in VKA-experienced as compared to naïve patients as a study-level factor, not all analyses have looked at AF alone, and few have assessed the percentage of INRs in therapeutic range (PINRR) as a quality measure of INR control. Moreover, there has been a substantive increase in the number of studies assessing INRs in patients with AF receiving VKAs in the past few years, lending more power and validity to a systematic assessment of INR control being conducted now.
The primary objective of this systematic review with meta-analyses and meta-regression analyses was to assess VKA INR control in AF patients and the effect of selected study-level factors (including prior VKA treatment experience) on TTR and the PINRR, and to evaluate the relationship between the proportion of VKA-associated hemorrhagic and thromboembolic events that occurred when the INR was above or below the therapeutic range.

Methods

Study selection

A systematic review of MEDLINE, CENTRAL and EMBASE (from 1990 through June 2013) was performed. Our search strategy for Medline is provided in the Additional file 1. Two investigators reviewed all potentially relevant articles independently, with disagreement resolved by a third investigator. Studies were selected for inclusion on the basis of the following criteria: English full-text randomized controlled trials (RCT), prospective cohort studies or retrospective analyses; contained ≥50 patients in each treatment group; conducted in adult patients (≥18 years of age) receiving dose-adjusted VKA with AF as their primary reason for anticoagulation; and INR control reported as TTR, PINRR or report an INR measurement at (within 48 hours of the event) or near (more than 48 hours from the event) the time of a hemorrhagic or thromboembolic event. Studies were excluded if the duration of study was <3 months, the target INR range was other than 2.0 to 3.0, or patient population overlapped with another study. Manual backward citation tracking of references from identified studies and review articles was also performed to identify additional relevant studies.

Data abstraction

Two investigators used a common data abstraction tool, but independently abstracted all data. If a disagreement arose it was resolved by a third investigator. The following study-level information was obtained: author identification, year of publication (1990–2000, 2001–2007 or 2008–2013), whether patients were VKA-naïve (<30% of the population receiving a VKA prior to entering the study) or experienced (>70% of the population receiving a VKA prior to entering the study), geographic location of the study (Europe/United Kingdom (UK), Asia, North America, multinational or other), duration of VKA treatment , specific VKA used, interpolation method, whether patients were utilizing VKA self-management to monitor INR control and the study setting (anticoagulation clinic, RCT, or community/standard practice). The setting was designated using the following definitions: an anticoagulation clinic, if the study took place in an anticoagulation clinic or if the stated role of the study clinicians in patient care was limited to managing anticoagulation; a randomized trial if random allocation was employed to assign subjects to receive warfarin or another non-warfarin therapy; and all others were classified as community practice.
Measures of INR control and outcomes were abstracted from each study including TTR, time spent above range, time spent below range, PINRR, proportion of INR measurements above and below therapeutic range and clinical outcomes of major hemorrhage and thromboembolic events. Major hemorrhages included intracranial hemorrhage (ICH) and extracranial bleeding (bleeding requiring hospitalization, blood transfusion or surgical treatment or occurring at a critical anatomical location). All thromboembolic events were abstracted including ischemic stroke, systemic emboli, venous thromboembolism and myocardial infarction. INR measurements at or near each thromboembolic and hemorrhagic event were abstracted when reported.

Statistical analysis

TTR and PINRR for each study group, as well as the time/proportions below and above range for these measures were expressed as an incidence density using a person-time approach. The numerator was calculated as the proportion of time that the group spent within, below or above the INR range or proportion of INR measurements in, below, or above range multiplied by person-years of follow-up. The denominator was the total person-years of observation for each study group (or the mean/median observation time multiplied by the number of patients in each study group, if person-years of follow-up for the VKA arm(s) in a study was not reported). Ninety-five percent confidence intervals (CIs) were calculated for each incidence density using the Wilson score method without continuity correction. For the purposes of these analyses, all studies were pooled using a random-effects model.
In order to determine how study–level factors influenced TTR or PINRR, both subgroup and meta-regression analyses were conducted. Meta-regression analysis allows evaluating the effect of any given influencing factor independent of the effect of other aspects. A multiple linear mixed method model using both random- and fixed-effects was utilized for meta-regression, which was weighted by the inverse of the variance of TTR or PINRR. Fixed-effects were assumed for study-level factors, including the following covariates: prior experience with VKAs (naïve, experienced, mixed/not reported), study design (community, anticoagulation clinic, RCT), study year (from 1990–2000 and 2001–7, 2008–2013), use of self-management or not, interpolation method (linear or other), geographic region (North America [United States and Canada], Europe/UK, Asia, multinational, other) and duration of VKA treatment (<1 year, ≥1 year). No hierarchy was used in the model for these covariates.
The weighted proportion of thromboembolic and hemorrhagic events occurring outside of the INR range for each study group was also calculated. For this analysis, the numerator was the number of thromboembolic events occurring below an INR of 2.0 or the number of hemorrhagic events above an INR of 3.0. The denominators were the total number of thrombotic or hemorrhagic events for each study group. Ninety-five percent CIs were calculated for each proportion using the Wilson score method without continuity correction. Again, all studies were pooled using a random-effects model. Since not all studies measured INR values at the exact time of adverse outcomes, we conducted two separate analyses, one pooling studies regardless of the elapsed time between the INR measurement and the adverse event; and a second (sensitivity analysis) including only those studies specifically stating an INR was measured within 48 hours of the event.
For all meta-analyses, statistical heterogeneity was determined using the I2 statistic (with an I2 > 50% signifying an important degree of statistical heterogeneity) and publication bias was assessed using the Egger’s weighted regression statistic (with a p < 0.05 suggesting a higher likelihood of publication bias) and through review of funnel plots (scatterplots of effect size against standard error, where the each dot represents a study effect estimate and the vertical line represents the pooled effect). Statistical analyses were performed using StatsDirect version 2.7.6 (StatsDirect Ltd., Cheshire, England), SAS, version 9.2 (SAS Institute Inc., Cary, NC), and SPSS 15.0 for Windows (SPSS, Inc, Chicago, IL).

Results

We identified 5,326 citations, of which 5,231 were excluded (Figure 1). Ninety-five articles met our inclusion and exclusion criteria [11103]. Sixty-eight studies reported measures of INR control representing 87 VKA study arms, and 43 studies reported an INR at or near the time of the adverse event (16 studies reported both and were included in both analyses).
Of the 87 VKA study groups that reported a measure of INR control, 17 reported data on patients with no prior VKA exposure whereas 47 enrolled patients who were VKA-experienced and 23 did not report prior VKA exposure data or had mixed enrollment. Twenty-eight VKA groups were from RCTs, 27 were conducted in an anticoagulation clinic setting, and 32 were in a community practice setting (Table 1). Thirty-nine VKA study groups were recruited in Europe/UK, 5 from Asia, 13 were multinational, 1 from Israel and 29 from North America. The mean age ranged from 62 to 92 years (median, 72 years), the number of VKA-treated patients ranged from 55 to 11,770 (median, 249), and the person-years of VKA therapy ranged from 17 to 30,188 (median, 399). Of the 43 identified studies that reported an INR with an adverse event, 16 were RCTs, 14 were conducted in an anticoagulation clinic, and 13 were from community practice with the number of VKA-treated patients ranged from 55 to 9,217 (median, 288) (Table 1).
Table 1
Demographics of included studies
Study, Year
Study design/setting
VKA-treated N
Mean age
VKA experience, %
Geographic region
Interpolation method
Self -management
Duration of therapy, months (Patient-years)
VKA studied
Abdelhafiz 2004 [11]
PD/AC clinic
402
72
0%
Europe
Linear
N
19 (637)
W
Abdelhafiz (<75) 2008 [12]
PD/AC clinic
203
64
0%
Europe
Linear
N
19 (321)
W
Abdelhafiz (≥75) 2008 [12]
199
80
19 (315)
Akdeniz 2005 [13]
PD/Community
208
66
NR
Turkey
-
-
-
W
Albers 2005 [14]
RCT
1962
72
85%
N. America
Linear
N
20 (3270)
W
Anderson 2004 [15]
RD/AC clinic
87
NR
100%
N. America
NR
N
12 (87)
W
Ansell (Italy) 2007 [16]
RD/AC clinic
177
72
100%
Multinational
Linear
N
12 (177)
W
Ansell (Spain) 2007 [16]
RD/AC clinic
218
72
12 (218)
A
Ansell (US) 2007 [16]
RD/Community
686
75
12 (686)
W
Ansell (Canada) 2007 [16]
RD/Community
152
74
12 (152)
W
Ansell (France) 2007 [16]
RD/Community
278
73
12 (278)
F
Aronow 1999 [17]
PD/Community
125
83
NR
N. America
NR
N
34 (354)
W
Boulanger 2006 [18]
RD/Community
6454
68
65%
N. America
Linear
N
12 (6454)
W
Burton (<75) 2006 [19]
RD/Community
260
NR
Mixed
Europe
Linear
N
25 (539)
W
Burton (>75) 2006 [19]
341
15 (414)
Cafolla (Manual) 2011 [20]
RD/Community
576
NR
100%
Europe
Linear
N
8 (384)
A,W
Cafolla 2012 [21]
PD/AC clinic
57
85
100%
Europe
Linear
N
18 (86)
W
Cheung 2005 [22]
RD/Community
555
70
100%
Asia
-
N
19 (893)
W
Chung 2011 [23]
RCT
75
65
55%
Asia
Linear
N
3 (19)
W
Connolly 1991 [24]
RCT
187
68
0%
N. America
Linear
N
15 (234)
W
Connolly 2006 [25]
RCT
3371
70
78%
N. America
Other
N
15 (4214)
NR
Copland 2001 [26]
RD/AC Clinic
328
70
100%
UK
-
N
21 (458)
W
Currie (stable) 2005 [27]
RD/Community
787
74
100%
Europe
Linear
N
35 (2282)
W
Currie (unstable) 2005 [27]
726
78
35 (2105)
Dentali 2012 [28]
PD/AC Clinic
221
75
100
Europe
-
N
3 (663)
W
DiMarco 2005 [29]
RCT
NR
70
NR
N. America
-
N
42 (−)
W
Dimberg (control SP) 2012 [30]
RD/Community
84
69
100%
Europe
Linear
N
12(84)
W
Dimberg (control ACC) 2012 [30]
RD/AC clinic
271
72
12(271)
EAFT 1995 [31]
RCT
214
71
0%
Europe
-
N
24 (377)
W,A,F
Ellis 2009 [32]
RCT
66
68
97%
N. America
Linear
N
3 (17)
T
Evans 2000 [33]
PD/AC clinic
288
76
0%
Europe
NR
N
24 (576)
W
Evans 2001 [34]
PD/AC clinic
214
78
NR
Europe
NR
N
24 (448)
W
Ezekowitz 2007 [35]
RCT
70
69
100%
Multinational
NR
N
3 (18)
W
Fang 2004 [36]
RD/AC Clinic
170
78
100
N. America
-
N
-
W
Gallagher 2011 [37]
RD/Community
18113
73
72%
Europe
Linear
N
20 (30188)
W
Garcia (naïve) 2013 [38]
RCT
3888
70
0%
Multinational
Linear
N
22 (7128)
W
Garcia (exp) 2013 [38]
5193
70
100%
22 (9521)
Gladstone 2009 [39]
RD/Community
423
78
100
N. America
-
N
-
W
Go 2003 [40]
RD/AC clinic
7445
71
Mixed
N. America
Linear
N
21 (12958)
W
Gullov 1998 [41]
RCT
170
73
0%
Europe
Linear
N
25 (355)
W
Gullov 1999 [42]
RCT
170
73
0
Europe
Linear
N
25 (355)
W
Gurwitz 1997 [43]
RD/Community
117
83
32%
N. America
Linear
N
12 (117)
W
Hannon 2011 [44]
PD/Community
43
77
100
Europe
-
N
-
W
Hart 2011 [45]
RCT
523
NR
0
N. America
-
N
13 (575)
W
Heidinger 2000 [46]
RD/Community
753
62
100%
Europe
NR
Y
12 (769)
NR
Hellemons 1999 [47]
RCT
131
70
0
Europe
-
N
32 (354)
P,A
Ho (hypertension) 2011 [48]
RD/Community
278
70
NR
Multinational
Linear
N
48 (1112)
W
Ho (no HTN) 2011 [48]
198
69
48 (792)
Holmes 2009 [49]
RCT
244
73
100%
Multinational
NR
N
18 (366)
W
Hori 2012 [50]
RCT
250
71
90%
Asia
Linear
N
30 (625)
W
Hylek 2003 [51]
RD/Community
188
76
100
N. America
-
N
-
W
Hylek 2007 [52]
PD/AC clinic
472
77
0%
N. America
Linear
N
12 (360)
W
Jacobs 2009 [53]
RD/Community
90
NR
85%
N. America
Linear
N
12 (90)
W
Jones 2005 [54]
RD/Community
2223
72
100%
Europe
Linear
N
31 (5743)
W
Kalra 2000 [55]
PD/AC clinic
167
77
0%
Europe
Linear
N
24 (296)
W
Kim 2009 [56]
RD/AC clinic
129
64
100%
Asia
Other
N
24 (258)
W
Kim 2010 [57]
PD/AC clinic
499
73
100%
N. America
Linear
N
5 (208)
W
Kulo (warfarin) 2009 [58]
PD/Community
60
66
100%
Europe
NR
N
12 (60)
W
Kulo (acenocoumarol) 2009 [58]
57
68
12 (57)
A
Lee 2012 [59]
RD/Community
200
67
NR
Asia
Linear
N
42 (700)
W
Malik 2000 [60]
RD/AC clinic
247
68
100%
N. America
Other
N
13 (268)
W
Mant 2007 [61]
RCT
488
82
40%
Europe
Linear
N
32 (1301)
W
Matchar (control) 2002 [62]
RCT
317
76
NR
N. America
Linear
N
9 (238)
W
Matchar (prior to ACC) 2002 [62]
PD/AC clinic
363
75
9 (272)
McBride 2007 [63]
PD/Community
361
71
90%
Europe
Linear
N
9 (271)
W
McCormick 2001 [64]
RD/Community
174
87
100%
N. America
Linear
N
12 (174)
W
Melamed 2011 [65]
RD/Community
906
72
100%
Israel
Linear
N
10 (769)
W
Menzin 2005 [66]
RD/AC clinic
600
72
63%
N. America
Linear
N
11 (525)
W
Morocutti 1997 [67]
RCT
454
72
NR
Europe
-
N
12
W
Neree 2006 [68]
RD/Community
395
74
100%
Europe
Linear
N
4 (132)
P,A,W
Nichol (ACC) 2008 [69]
RD/AC clinic
351
NR
100%
N. America
Linear
N
31 (920)
W
Nichol (UC) 2008 [69]
RD/Community
756
18 (1165)
Njaastad 2006 [70]
RD/AC clinic
421
NR
0%
Europe
Linear
N
14 (475)
W
Nozawa 2001 [71]
PD/Community
156
68
100
Asia
-
N
22 (286)
W
Ogawa 2011 [72]
RCT
75
72
0
Asia
Linear
N
3 (210)
W
Okumura (<70) 2011 [73]
PD/Community
208
NR
100%
Asia
Linear
N
23 (399)
W
Olsson 2003 [74]
RCT
1703
70
73%
Multinational
NR
N
16 (2271)
W
Ono 2005 [75]
PD/Community
63
76
0
Asia
Linear
N
28 (145)
W
Patel 2011 [76]
RCT
7133
73
63%
Multinational
Linear
N
20 (11888)
W
Pengo 1998 [77]
RCT
153
74
0%
Europe
Linear
N
14 (179)
W
Pengo 2001 [78]
PD/AC Clinic
433
68
0
Europe
Linear
N
17 (615)
W,A
Pengo 2010 [79]
RCT
132
79
0%
Multinational
Linear
N
64 (704)
W
Perez-Gomez 2004 [80]
RCT
237
70
0%
Europe
NR
N
33 (556)
A
Poli 2007 [81]
PD/AC clinic
290
82
100%
Europe
Linear
N
34 (814)
NR
Poli 2009 [82]
PD/AC Clinic
783
75
0%
Europe
Linear
N
39 (2567)
W
Poli 2009 [83]
PD/AC clinic
578
75
100%
Europe
Linear
N
38 (1854)
NR
Poli 2009 [84]
PD/AC clinic
780
75
100
Europe
Linear
N
36 (2406)
W
Poller (Manual) 2008 [85]
RCT
2967
67
0%
Multinational
Linear
N
17 (4203)
W, A, P
Sadanaga 2010 [86]
PD/Community
259
74
100
Asia
-
N
25 (544)
W
Samsa (ACC) 2000 [87]
RD/AC Clinic
43
69
NR
N. America
Linear
N
9 (32)
W
Samsa (Rochester) 2000 [87]
RD/Community
61
9 (46)
Samsa (R. Triangle) 2000 [87]
RD/Community
125
9 (94)
Schwammenthal 2010 [88]
PD/Community
111
76
100
Israel
-
N
-
W
Sconce (vitamin K) 2007 [89]
RCT
35
75
100%
Europe
Linear
N
6 (18)
W
Sconce (placebo) 2007 [89]
35
74
Shen 2007 [90]
RD/Community
NR
72
55%
N. America
NR
N
40 (24179)
W
Singer 2009 [91]
RD/Community
9217
77
100
N. America
-
N
72 (33497)
W
SPAF III 1996 [92]
RCT
523
71
56%
N. America
NR
N
13 (567)
W
Sullivan (women) 2012 [93]
RCT
1594
71
87%
Multinational
Linear
N
42 (5579)
W
Sullivan (men) 2012 [93]
2466
68
86%
42 (8631)
Tincani 2009 [94]
PD/AC Clinic
90
92
100%
Europe
Linear
N
12 (90)
W
Van Spall 2012 [95]
RCT
6022
72
47%
Multinational
Linear
N
24 (12044)
W
Voller (self-mgmt) 2005 [96]
RCT
101
65
0%
Europe
NR
Y
8 (68)
NR
Voller (UC) 2005 [96]
101
64
N
Walker (MHC) 2011 [97]
RD/AC Clinic
22
NR
100%
N. America
Linear
N
12 (22)
W
Walker (no MHC) 2011 [97]
62
12 (62)
Wieloch (AF) 2011 [98]
RD/Community
11770
73
100%
Europe
Linear
N
12 (11770)
W
Weitz 2010 [99]
RCT
250
66
35%
N. America
Linear
N
3 (63)
W
Wyse 2002 [100]
RCT
NR
70
NR
N. America
-
N
42
W
Yamaguchi 2000 [101]
RCT
55
66
NR
Asia
-
N
22 (101)
W
Yasaka 2001 [102]
PD/Community
88
 
100
Asia
-
N
22 (161)
W
Yousef 2004 [103]
RD/Community
739
73
100%
Europe
NR
N
24 (1484)
W
VKA = vitamin K antagonist; RCT = randomized controlled trial; RD = retrospective design; PD = prospective design; AC clinic = anticoagulation clinic; AF = atrial fibrillation; NR = not reported; N = North; VKA = Vitamin K Antagonist; W = warfarin; A = acenocoumarol; T = tecarfarin; P = phenprocoumon; F = fenprocoumon.
For the first meta-analysis, 78 out of 87 (90%) study groups reported a TTR and 55 (63%) reported the time spent below and above range; 22 of 87 (25%) study groups reported a PINRR and 21 (24%) reported the percent of INR measures below and above range (Table 2). Thirteen study groups (15%) reported both TTR and PINRR. Overall, patients spent 61% of their TTR (95% CI, 59–62%), 25% (95% CI, 23–27%) below, and 14% (95% CI, 13-15%) above range. Similarly for PINRR, 56% of INR measurements were in the therapeutic range (95% CI, 53–59%), 26% (95% CI, 23–29%) below and 13% (95% CI, 11-17%) above range. Statistical heterogeneity was observed to be high between the groups included in these analyses (I2 ≥ 97%). The likelihood of publication bias appeared low for TTR, time above range, PINRR, and proportion of INR measurements below and above range. However, publication bias was deemed more likely for the time below range analysis (Egger’s p = 0.03) (Additional file 1).
Table 2
Time in range and percentage of INR values in range and major adverse event rates
Study, year
N
TTR, %
PINRR, %
Event rate, % per patient-year
  
In range
Below range
Above range
In range
Below range
Above range
Bleeding
ICH
Ischemic stroke
Abdelhafiz 2004 [11]
402
66
19.7
14.3
-
-
-
1.7
-
-
Abdelhafiz (<75) 2008 [12]
203
58
16
26
-
-
-
1.6
0
-
Abdelhafiz (≥75) 2008 [12]
199
58
16
26
-
-
-
1.9
0
-
Albers 2005 [14]
1962
68
20
12
-
-
-
2.8
0.2
1.1
Anderson 2004 [15]
87
-
-
-
60.4
25.2
14.3
-
  
Ansell (Italy) 2007 [16]
177
68.9
21
10.1
60
26.3
13.6
-
-
-
Ansell (Spain) 2007 [16]
218
64.4
18.6
17
59
23.3
17.7
-
-
-
Ansell (US) 2007 [16]
686
57
29.1
13.9
50.8
32
17.3
-
-
-
Ansell (Canada) 2007 [16]
152
61
25.9
13.1
58.4
27.6
14
-
-
-
Ansell (France) 2007 [16]
278
58.1
15.4
26.5
51.3
19.7
29
-
-
-
Aronow 1999 [17]
125
-
-
-
68
26
6
-
-
11.3
Boulanger 2006 [18]
6454
48
38
14
-
-
-
2.8
-
-
Burton (<75) 2006 [19]
260
68
17
15
-
-
-
2.8
  
Burton (>75) 2006 [19]
341
68
19
13
-
-
-
2.4
Cafolla (Manual) 2011 [20]
576
60.4
-
-
-
-
-
-
-
-
Cafolla 2012 [21]
57
64.4
-
-
-
-
-
0
-
-
Chung 2011 [23]
75
45.1
43.9
10.9
-
-
-
10.5
0
0
Connolly 1991 [24]
187
43.7
39.6
16.6
-
-
-
2.1
0.4
2.1
Connolly 2006 [25]
3371
63.8
20.8
15.4
-
-
-
2.2
-
1.0
Currie (stable) 2005 [27]
787
74.9
-
-
-
-
-
0.4
-
-
Currie (unstable) 2005 [27]
726
55.7
-
-
-
-
-
1.2
-
-
Dimberg (UC) 2012 [30]
84
64.3
-
-
-
-
-
-
-
-
Dimberg (ACC) 2012 [30]
271
73.6
-
-
-
-
-
-
-
-
Ellis 2009 [32]
66
71.4
-
-
70.7
16.0
13.3
5.8
  
Evans 2000 [33]
288
55
26
19
-
-
-
3.1
0.5
5.5
Evans 2001 [34]
214
66
-
-
-
-
-
3.1
0.7
4.2
Ezekowitz 2007 [35]
70
57.2
-
-
-
-
-
0
-
-
Gallagher 2011 [37]
18113
63.1
20.7
16.2
-
-
-
-
-
-
Garcia (naïve) 2013 [38]
3888
61.4
-
-
-
-
-
3.0
0.8
-
Garcia (exp) 2013 [38]
5193
69.1
-
-
-
-
-
3.2
0.8
-
Go 2003 [40]
7445
62.5
26.8
10.7
-
-
-
1.5
0.4
1.1
Gullov 1998 [41]
170
73
18
9
-
-
-
1.1
0.6
0.8
Gurwitz 1997 [43]
117
39.6
44.8
15.6
-
-
-
-
-
-
Heidinger 2000 [46]
753
-
-
-
69.5
23.5
7.0
1.7
-
-
Ho (HTN) 2011 [48]
278
49.7
45.4
4.9
-
-
-
1.7
0.5
2.2
Ho (no HTN) 2011 [48]
198
49.8
44.2
6.0
-
-
-
Holmes 2009 [49]
244
66
-
-
-
-
-
2.7
-
1.6
Hori 2012 [50]
250
-
-
-
51.8
43.8
4.2
0.8
 
0.3
Hylek 2007 [52]
472
58
29
11
-
-
-
7.2
2.5
-
Jacobs 2009 [53]
90
49
35
15
-
-
-
5.6
  
Jones 2005 [54]
2223
68.9
16.7
15.4
53.4
-
-
-
-
-
Kalra 2000 [55]
167
61
26
13
-
-
-
1.4
0.3
2.0
Kim 2009 [56]
129
-
-
-
60.9
31.2
9.1
0
  
Kim 2010 [57]
499
73.4
-
-
-
-
-
-
-
-
Kulo (warfarin) 2009 [58]
60
-
-
-
51.8
42.8
5.4
-
-
-
Kulo (acenocoum) 2009 [58]
57
-
-
-
53.6
35.9
10.5
-
-
-
Lee 2012 [59]
200
48.5
-
-
-
-
-
6.6
-
-
Malik (AF) 2000 [60]
247
58.9
27.4
14.1
-
-
-
-
-
-
Mant 2007 [61]
488
67
19
14
-
-
-
1.9
-
0.8
Matchar (control) 2002 [62]
317
52.3
31.8
15.9
-
-
-
2.1
-
-
Matchar (ACC) 2002 [62]
363
55.6
31.2
13.1
-
-
-
2.2
-
-
McBride 2007 [63]
361
56
16
28
-
-
-
-
-
-
McCormick 2001 [64]
174
51
36
13
-
-
-
-
-
-
Melamed 2011 [65]
906
48.6
32.0
19.3
-
-
-
-
-
-
Menzin 2005 [66]
600
62
25
13
-
-
-
3.6
-
1.0
Neree 2006 [68]
395
53
-
-
52.8
8.7
38.5
4.4
-
-
Nichol (ACC) 2008 [69]
351
68
21
11
-
-
-
2.3
-
-
Nichol (UC) 2008 [69]
756
42
49
9
-
-
-
6.3
-
-
Njaastad 2006 [70]
421
71.5
-
-
-
-
-
0.8
-
-
Okumura (<70) 2011 [73]
208
46
51
2
-
-
-
-
-
-
Olsson 2003 [74]
1703
66
-
-
-
-
-
2.2
-
1.9
Patel 2011 [76]
7133
55
-
-
-
-
-
3.4
0.7
-
Pengo 1998 [77]
153
70
18
12
-
-
-
2.8
0.6
0
Pengo 2010 [79]
132
65
25
9
-
-
-
3.0
-
-
Perez-Gomez 2004 [80]
237
65
19
16
-
-
-
1.8
  
Poli 2007 [81]
290
69
15
16
-
-
-
2.1
1.4
-
Poli 2009 [82]
783
71
14
15
-
-
-
1.4
0.7
0.9
Poli 2009 [83]
578
68
16
16
-
-
-
-
-
-
Poller (Manual) 2008 [85]
2967
66.2
-
-
-
-
-
-
-
-
Samsa (ACC) 2000 [87]
43
60.3
25.9
13.8
54.9
26.7
18.3
-
-
-
Samsa (Rochester) 2000 [87]
61
46.9
33.9
19.3
43.6
33.5
22.9
-
-
-
Samsa (R. Triangle) 2000 [87]
125
35.6
52.1
12.2
34.2
51.0
14.8
-
-
-
Sconce (vitamin K) 2007 [89]
35
87
-
-
-
-
-
-
-
-
Sconce (placebo) 2007 [89]
35
78
-
-
-
-
-
-
-
-
Shen 2007 [90]
NR
54.5
36.3
9.2
-
-
-
-
0.5
-
SPAF III 1996 [92]
523
-
-
-
61
25
14
   
Sullivan (women) 2012 [93]
1594
60
29
11
-
-
-
-
-
0.8
Sullivan (men) 2012 [93]
2466
63
26
14
-
-
-
-
-
0.5
Tincani 2009 [94]
90
66
19
14
-
-
-
5.5
3.3
2.2
Van Spall 2012 [95]
6022
64
22
13
-
-
-
-
-
-
Voller (self-mgmt) 2005 [96]
101
72.4
13.6
14
67.8
15.2
17.0
2.9
-
-
Voller (UC) 2005 [96]
101
63.6
19.5
16.9
58.5
22.1
19.4
0
-
-
Walker (MHC) 2011 [97]
22
56.8
34.2
9.0
-
-
-
-
-
-
Walker (no MHC) 2011 [97]
62
65.9
30.7
3.4
-
-
-
-
-
-
Wieloch (AF) 2011 [98]
11770
76.5
-
-
-
-
-
2.6
-
-
Weitz 2010 [99]
250
49.7
-
-
-
-
-
1.6
-
-
Yousef 2004 [103]
739
-
-
-
62.8
22.9
14.3
1.9
-
-
AC = Anticoagulation; AF = atrial fibrillation; ICH = Intracranial Hemorrhage; HTN = Hypertension, INR = international normalized ratio; MGMT = Management; N = Number; SP = Standard Practice; TTR = time in the therapeutic range; PINRR = proportion of INR Measurements in range.
Upon meta-regression to determine how study-level factors influenced TTR, community VKA management was associated with less time in range than therapy managed in an anticoagulation clinic or RCT setting, European/UK study patients spent more time in range than North American study patients, and the VKA-naïve (and mixed/not reported) spent less time in range than VKA-experienced patients (Table 3). For PINRR, no study-level factor was found to be significantly different than the referent upon meta-regression (p > 0.05) (Table 4).
Table 3
Results of traditional meta-analysis and meta-regression analyses of time in the therapeutic range
  
Time spent in therapeutic range
Study-level factors
No. (%)
Unadjusted pooled mean upon subgroup analysis, % (95% CI)
Adjusted difference, % (95% CI)
p-v alue
All study groups
78 (100)
61 (59 to 62)
NA
NA
Study setting
    
  AC Clinic
25 (32.1)
64 (62 to 66)
7.2 (3.2 to 11.2)
<0.001
  RCT
26 (33.3)
63 (61 to 65)
9.1 (4.3 to 13.9)
<0.001
  Community
27 (34.6)
55 (52 to 59)
Referent
 
Study year
    
  1990-2000
10 (12.8)
53 (46 to 61)
−4.3 (−10.2 to 1.6)
0.16
  2001-2007
34 (43.6)
64 (62 to 65)
2.2 (−1.7 to 6.1)
0.28
  2008-2013
34 (43.6)
60 (57 to 63)
Referent
Interpolation method
    
  NR/Other
11 (14.1)
63 (60 to 65)
−2.1 (−6.8 to 2.6)
0.38
  Linear
67 (85.9)
60 (59 to 62)
Referent
 
Self-management
    
  No
77 (98.7)
60 (58 to 62)
−6.8 (−23.7 to 10.1)
0.43
  Yes
1 (1.3)
72 (68 to 77)
Referent
 
Geographic region
    
  Europe/UK
35 (44.9)
67 (64 to 69)
9.7 (6.0 to 13.4)
<0.001
  Asia
3 (3.8)
47 (44 to 49)
−5.5 (−14.7 to 3.7)
0.24
  Other
1 (1.3)
49 (46 to 52)
−3.0 (−16.1 to 10.1)
0.65
  Multinational
13 (16.7)
61 (57 to 65)
1.8 (−4.1 to 7.7)
0.55
  North America
26 (33.3)
55 (50 to 60)
Referent
 
VKA experience
    
  NR/Mixed
21 (26.9)
54 (49 to 60)
−4.6 (−8.3 to −0.9)
0.02
  No
17 (21.8)
63 (60 to 66)
−5.3 (−9.6 to −1.0)
0.02
  Yes
40 (51.3)
63 (60 to 66)
Referent
 
Duration of VKA treatment
    
  ≥1 year
59 (75.6)
62 (60 to 63)
2.7 (−1.7 to 7.1)
0.23
  <1 year
19 (24.4)
58 (52 to 65)
Referent
 
AC = anticoagulation; CI = confidence interval; NA = not applicable; No. = number of study arms; NR = Not Reported; RCT = randomized controlled trial; UK = United Kingdom, VKA = Vitamin K Antagonists.
Table 4
Results of traditional meta-analysis and meta-regression analyses of proportion of INR measurements in range
  
Proportion of INR measurements in range
Study-level factors
No. (%)
Unadjusted pooled mean upon subgroup analysis, % (95% CI)
Adjusted difference, % (95% CI)
p-v alue
All study groups
24 (100)
56 (53 to 59)
NA
NA
Study setting
    
  AC Clinic
5 (20.8)
60 (58 to 62)
6.9 (−0.02 to 15.2)
0.13
  RCT
5 (20.8)
61 (54 to 68)
5.6 (−0.06 to 17.0)
0.36
  Community
14 (58.3)
54 (50 to 57)
Referent
 
Study year
    
  1990-2000
6 (25.0)
54 (46 to 64)
3.3 (−25.3 to 31.9)
0.82
  2001-2007
13 (54.2)
56 (54 to 59)
−2.8 (−14.8 to 9.2)
0.65
  2008-2013
5 (20.8)
56 (51 to 62)
Referent
 
Self-management
    
  No
22 (91.7)
55 (43 to 57)
−9.3 (−32.4 to 13.8)
0.45
  Yes
2 (8.3)
69 (67 to 72)
Referent
 
Geographic region
    
  Europe/UK
13 (54.2)
57 (54 to 60)
−1.7 (−10.7 to 7.3)
0.71
  Asia
2 (8.3)
56 (48 to 66)
−8.8 (−26.4 to 8.8)
0.32
  Other
0 (0)
NA
NA
NA
  Multinational
0 (0)
NA
NA
NA
  North America
9 (37.5)
54 (48 to 62)
Referent
 
VKA experience
    
  NR/Mixed
5 (20.8)
51 (41 to 63)
−5.7 (−34.7 to 23.3)
0.83
  No
3 (12.5)
63 (55 to 73)
7.9 (−15.2 to 31.0)
0.65
  Yes
17 (70.8)
56 (54 to 59)
Referent
 
Duration of VKA treatment
    
  ≥1 year
17 (70.8)
57 (54 to 60)
9.1 (−0.5 to 18.7)
0.09
  <1 year
7 (29.2)
53 (44 to 65)
Referent
 
AC = anticoagulation; CI = confidence interval; NA = not applicable; No. = number of study arms; NR = not reported; RCT = randomized controlled trial; UK = United Kingdom; VKA = Vitamin K Antagonists.
In the second meta-analysis, 30 of 43 studies (70%) reported an INR measure with thromboembolic events, 21 (49%) reported an INR with ischemic stroke, 32 (74%) reported INRs with major hemorrhage, and 16 (37%) reported an INR with ICH. INR data was incomplete in 58% of the studies that reported adverse events; not all events were reported with an INR measure. Thirty percent of the studies used previously reported INRs, allowing INR measures from 3 days up to 12 days prior to be considered as temporally related to the adverse event.
Overall, 57% of the thromboembolic events occurred at an INR <2.0 (95% CI, 50-64%) and 42% of hemorrhagic events occurred at an INR >3.0 (95% CI, 35 – 51%) (Figures 2 and 3). A high degree of heterogeneity was present for studies that reported thromboembolic and hemorrhagic events (I2 = 80% and 77% respectively); however, the presence of publication bias was deemed low (Egger’s p = 0.31 and p = 0.69, respectively) (Additional file 1). When ischemic stroke and ICH were evaluated separately from other events, we found that 56% of ischemic strokes (95% CI, 48 – 64%) and 45% of ICHs (95% CI, 29-63%) occurred at INRs <2.0 and >3.0, respectively, but a high degree of heterogeneity was still present (I2 = 76% and 85%, respectively) (Figures 4 and 5). Furthermore, when studies that allowed previously reported INRs (more than 48 hours prior to an event) were excluded, we found a higher proportion of events that occurred outside the therapeutic range for 59% of thromboembolic events (95% CI, 51 – 66%) and 47% of hemorrhagic events (95% CI, 37 – 58%).

Discussion

In a pooled analysis of AF studies performed worldwide between 1990 and June 2013, we found patients spent only 61% of their TTR and only 56% of their measured INRs were in range. Moreover, when patients were out of range, they were more likely to be below range and at an increased risk of thrombosis, as compared to being above range with an increased risk of bleeding. While, thromboembolic and hemorrhagic events did occur in patients with a therapeutic INR; we demonstrated more than half of all thromboembolic events occurred when the INR was less than 2.0 and more than 40% of all hemorrhagic events happened at an INR > 3.0. As such, the efficacy and safety of VKAs appear strongly tethered to the quality of INR control achieved.
Our meta-regression analyses showed three important findings. First, patients having their VKAs managed in the community setting spent significantly less TTR when compared to patients managed in an anticoagulation clinic or in a RCT setting. This data supports the growing body of literature demonstrating that patients whose care is managed in an anticoagulation clinic have better outcomes (improved TTR, lower rates of major bleeding and thrombosis, and decreased health care costs) than those managed in community practice [104106]. The improved INR control in RCTs and anticoagulation clinics may be the result of increasing the frequency of monitoring, providing more organized care and focusing more on improving poor VKA-drug persistence (as low as 68% at 6-months) [107, 108] than typically done in community settings. Unfortunately, not all patients receiving a VKA have access to anticoagulation clinics [109]. In fact, it is estimated that only about one-third of patients receiving a VKA in the US have access to an anticoagulation clinic due to time, distance, economic or other access-to-care issues. Second, patients who were VKA-naive spent significantly less time in the therapeutic range than VKA-experienced patients. This is likely a result of poorer INR control early on in treatment, as clinicians attempt to control the INR within the narrow therapeutic window without any prior knowledge of the patient’s-specific dosing requirements. It may also suggest that patients learn to manage their VKA better over time. This observation may warrant researchers to stratify analyses according to whether patients are newly initiated to warfarin or experienced warfarin patients. Finally, people in North America spent significantly less time in the therapeutic range than those in Europe or the UK. This may be a result of North America’s near exclusive use of warfarin, which has been shown in previous analyses to result in as much as a 9% lower TTR compared to other VKAs [6], as well as, North America’s less wide-spread use of proven strategies to increase TTR such as and anticoagulation clinics as noted above [6, 8, 9, 109] and patient self-monitoring [6].
Our systematic review and meta-analysis supports and extends the knowledge of VKA use in contemporary practice. Our TTR or PINRR results are in general agreement with the systematic reviews by van Walraven et al. [6] and Cios et al. [9], but these analyses included all therapeutic indications for VKAs, which lowers their applicability for an AF-specific population. The meta-analyses by Baker et al. [8] and Wan et al. [7] focused on AF only populations, but each had some limitations. The Baker meta-analysis was limited to a United States population, and therefore, contained only 8 studies. Despite this, they did find that care within an anticoagulation clinic yielded a higher TTR than usual care in the community, a finding we extend into the worldwide AF population as well. The Wan meta-analysis was published in 2008, evaluated a worldwide AF population and found similar TTR and PINRR results to our own. However, they only included 47 VKA groups from 38 published studies. They found that TTR was significantly correlated with PINRR in retrospective studies and TTR was significantly negatively correlated to both major hemorrhage and thromboembolic events. Given the intense focus on thromboembolism in contemporary practice, our literature search was able to almost double the number of articles included in the Wan et al. by updating the search to 2013. Over the 5 years since the publication of Wan et al.’s meta-analysis, we found the TTR and PINRR to be only slightly increased (overall TTR increased from 57% to 61% and PINRR from 51 to 56%) [7]. This suggests that we still have a long way to go to enhance the quality of INR control. Our findings that the majority of thromboembolic events happen in AF patients when the INR is less than 2.0 and more than 40% of hemorrhages occur when an INR is greater than 3.0 confirms the findings from the systematic review of Oake et al. [10]. Their systematic review did not limit the studies to an AF population and was published in 2009, so our findings through June 2013 in the target AF population extend knowledge in this area as well.
There are several limitations of our meta-analysis worth discussion. First, the potential for publication bias and possibility of missed eligible articles could exist. However, we consider this risk to be minimized due to our systematic search strategy and manual backwards citation tracking. In addition, having such a large cadre of studies, as we do in our meta-analysis, minimizes the impact that a missed individual study might have on our pooled result. Another limitation of our analysis includes the fact that very few identified studies evaluated PINRR. As a result, our meta-regression analysis was likely underpowered; although similar trends could be seen to TTR. Future evaluation of PINRR should be conducted when there is a sufficient literature base to make firmer conclusions. Another limitation of our analysis is the possibility of a language bias; as we only included English language studies which may not represent all of the published evidence. Finally, there was a high degree of statistical heterogeneity observed in our analyses, suggesting that the included studies varied clinically and/or methodologically. However, this was one of our rationales for conducting meta-regression. In our meta-regression analyses, we found some potential explanations for the identified heterogeneity; although there may still be additional factors that we could not think to evaluate or for which there is insufficient data to allow evaluation.

Conclusions

Patients on VKAs for thromboembolism prevention in AF are frequently outside the normal INR range and tend to be under-anticoagulated rather than over-anticoagulated. While, thromboembolic and hemorrhagic events do occur patients with a therapeutic INR; patients with an INR < 2.0 make up many of the cases of thromboembolism, while those with an INR > 3.0 make up many of the cases of major hemorrhage. Managing anticoagulation outside of a clinical trial or anticoagulation clinic is associated with poorer INR control as is initiation of therapy in patients who are VKA-naïve. Patients in Europe/UK have better INR control than those in North America.

Acknowledgements

This study was funded by Janssen Scientific Affairs, LLC. The authors maintained full control over the design and conduct of the study; collection, management, analysis, and interpretation of the data; and preparation and review of the manuscript. Janssen reviewed the final manuscript prior to submission.
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made.
The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
The Creative Commons Public Domain Dedication waiver (https://​creativecommons.​org/​publicdomain/​zero/​1.​0/​) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Competing interests

Dr. Coleman has received honoraria for participation on advisory boards and Speaker’s bureaus and has received research funding from Janssen Scientific Affairs. Drs Raut and Schein are paid employees of Janssen Pharmaceuticals. Drs. Mearns, White and Kohn and Mr./Ms. Hawthorne, Song and Meng have no conflicts to report.

Authors’ contributions

Study concept and design: ESM, MKR, JRS, CIC. Acquisition of data: ESM, CGK, JH, JSS, JM. Analysis and interpretation of data: ESM, CMW, CGK, JH, JSS, JM, MKR, JRS, CIC. Drafting of the manuscript: ESM, CMW, CGK, CIC. Critical revision of the manuscript for important intellectual content: ESM, CMW, MKR, JRS, CIC. Administrative, technical, or material support: ESM, MKR, JRS, CIC. Study supervision: ESM, CMW, CIC. ESM and CIC had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. All authors read and approved the final manuscript.
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Metadaten
Titel
Quality of vitamin K antagonist control and outcomes in atrial fibrillation patients: a meta-analysis and meta-regression
verfasst von
Elizabeth S Mearns
C Michael White
Christine G Kohn
Jessica Hawthorne
Ju-Sung Song
Joy Meng
Jeff R Schein
Monika K Raut
Craig I Coleman
Publikationsdatum
01.12.2014
Verlag
BioMed Central
Erschienen in
Thrombosis Journal / Ausgabe 1/2014
Elektronische ISSN: 1477-9560
DOI
https://doi.org/10.1186/1477-9560-12-14

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