| Literature DB >> 33294148 |
Sheng-Feng Lin1, Yi-Hsuan Lu1, Chyi-Huey Bai2.
Abstract
AIM: The aim of this study was to establish whether non-vitamin K antagonist oral anticoagulants (NOACs) are superior to warfarin in preventing stroke recurrence for atrial fibrillation (AF) patients with an ischemic or hemorrhagic stroke at the baseline.Entities:
Keywords: apixaban; dabigatran; edoxaban; ischemic stroke; recurrent event; rivaroxaban; stroke
Year: 2020 PMID: 33294148 PMCID: PMC7705193 DOI: 10.1177/2040622320974853
Source DB: PubMed Journal: Ther Adv Chronic Dis ISSN: 2040-6223 Impact factor: 5.091
Figure 1.Flow diagram of the study.
Baseline characteristics of stroke patients taking oral anticoagulants under Inverse Probability of Treatment Weighting (IPTW).
| Before IPTW | SMD | After IPTW | SMD | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| NOACS | Warfarin | NOACS | Warfarin | |||||||
| Number | 39,840 | 48.34% | 42,583 | 51.66% | 81,818 | 49.58% | 83,190 | 50.42% | ||
| Age (mean, SD), years | 74.83 | 9.63 | 69.75 | 12.83 | 0.448 | 72.41 | 16.88 | 72.44 | 16.39 | −0.003 |
| Gender | ||||||||||
| Male | 21,551 | 54.09% | 23,115 | 54.28% | −0.004 | 43,627 | 53.32% | 44,993 | 54.08% | −0.015 |
| Female | 18,289 | 45.91% | 19,468 | 45.72% | 38,191 | 46.68% | 38,197 | 45.92% | ||
| Baseline stroke type | ||||||||||
| Ischemic | 37,129 | 93.20% | 38,840 | 91.21% | −0.074 | 75,151 | 91.85% | 76,563 | 92.03% | 0.007 |
| Hemorrhage | 2711 | 6.80% | 3743 | 8.79% | 6667 | 8.15% | 6627 | 7.97% | ||
| Comorbidities | ||||||||||
| CHA2DS2-VASc (mean, SD), scores | 6.22 | 1.51 | 5.80 | 1.67 | 0.263 | 6.05 | 2.30 | 6.05 | 2.24 | 0.002 |
| Atrial fibrillation | 28,275 | 70.97% | 15,224 | 35.75% | −0.755 | 43,679 | 53.39% | 44,459 | 53.44% | 0.001 |
| Peripheral artery occlusive disease | 1057 | 2.65% | 1650 | 3.87% | 0.069 | 2890 | 3.53% | 2815 | 3.38% | −0.008 |
| Coronary artery disease | 22,299 | 55.97% | 21,637 | 50.81% | −0.104 | 44,334 | 54.19% | 45,389 | 54.56% | 0.008 |
| Chronic heart failure | 15,037 | 37.74% | 15,639 | 36.73% | −0.021 | 31,278 | 38.23% | 31,788 | 38.21% | 0.000 |
| Hypertension | 36,107 | 90.63% | 36,516 | 85.75% | −0.152 | 72,036 | 88.04% | 73,519 | 88.37% | 0.010 |
| Diabetes mellitus | 18,618 | 46.73% | 20,192 | 47.42% | 0.014 | 38,339 | 46.86% | 39,281 | 47.22% | 0.007 |
| Hyperlipidemia | 24,003 | 60.25% | 22,381 | 52.56% | −0.156 | 45,693 | 55.85% | 46,976 | 56.47% | 0.013 |
| Chronic kidney disease | 12,587 | 31.59% | 14,445 | 33.92% | 0.050 | 27,696 | 33.85% | 27,996 | 33.65% | −0.004 |
| Liver disease | 8830 | 22.16% | 8097 | 19.01% | −0.078 | 17,179 | 21.00% | 17,635 | 21.20% | 0.005 |
| Medical history | ||||||||||
| Warfarin | 14,900 | 37.40% | 28,330 | 66.53% | 0.610 | 42,524 | 51.97% | 43,122 | 51.84% | −0.003 |
| Antiplatelets | 36,349 | 91.24% | 37,099 | 87.12% | −0.133 | 72,975 | 89.19% | 74,406 | 89.44% | 0.008 |
NOAC, non-vitamin K antagonist oral anticoagulant; SD, standard deviation; SMD, standardized mean difference.
Figure 2.Data distribution before and after the inverse probability of treatment weighting (IPTW) adjustment for population of (A) all types of stroke at baseline; (B) ischemic stroke at baseline; and (C) hemorrhagic stroke at baseline.
Figure 3.The Kaplan–Meier curves for outcomes of recurrent stroke between (A) NOACs and warfarin; and (B) different NOACs and warfarin for population of all types of stroke.
Incidence rates of recurrent stroke for stroke patients taking NOACs or warfarin.
| Total population | NOACs | Warfarin | Crude HR | Adjusted HR | Adjusted HR under IPTW[ | |
|---|---|---|---|---|---|---|
| ( | ( | ( | ||||
| Primary outcome (stroke recurrence) | ||||||
| Total person-years | 183,017.12 | 67,900.10 | 115,117.02 | |||
| Follow-up years | 2.22 ± 1.79 | 1.70 ± 1.38 | 2.70 ± 1.99 | |||
| Event number | 2999 | 962 | 2037 | |||
| Incidence rate[ | 1.64 | 1.42 | 1.77 | 0.69 (0.64–0.74) | 0.67 (0.61–0.73) | 0.67 (0.63–0.71) |
| Secondary outcomes (stroke recurrence by type) | ||||||
| Ischemic stroke | ||||||
| Total person-years | 183,852.83 | 68,100.60 | 115,752.24 | |||
| Follow-up years | 2.23 ± 1.80 | 1.71 ± 1.38 | 2.72 ± 1.99 | |||
| Event number | 2177 | 728 (75.68%) | 1449 (71.13%) | |||
| Incidence rate[ | 1.18 | 1.07 | 1.25 | 0.73 (0.67–0.80) | 0.71 (0.64–0.78) | 0.70 (0.66–0.75) |
| Hemorrhage stroke | ||||||
| Total person-years | 186,953.92 | 68,906.62 | 118,047.30 | |||
| Follow-up years | 2.27 ± 1.80 | 1.73 ± 1.39 | 2.77 ± 2.00 | |||
| Event number | 822 | 234 (24.32%) | 588 (28.87%) | |||
| Incidence rate[ | 0.44 | 0.34 | 0.50 | 0.59 (0.50–0.68) | 0.58 (0.49–0.69) | 0.60 (0.54–0.66) |
p < 0.001.
Adjusted for age, gender, baseline stroke type, atrial fibrillation, peripheral arterial occlusive disease, coronary heart disease, chronic heart failure, hypertension, diabetes mellitus, use of warfarin, and use of antiplatelets.
Incidence rate denotes events/total person-years (per 100 person-years).
HR, hazard ratio; n, number; NOAC, non-vitamin K antagonist oral anticoagulants; IPTW, inverse probability of treatment weighting.
Figure 4.The Kaplan–Meier curves for outcomes of recurrent stroke between NOACs and warfarin for population of (A) ischemic stroke; and (B) hemorrhagic stroke.
Incidence rates of recurrent stroke among the ischemic stroke population taking NOACs or warfarin.
| Variable | Ischemic stroke population | NOACs | Warfarin | Crude HR | Adjusted HR | Adjusted HR under IPTW[ |
|---|---|---|---|---|---|---|
| ( | ( | ( | ||||
| Primary outcome (stroke recurrence) | ||||||
| Total person-years | 169,577.35 | 63,700.36 | 105,876.99 | |||
| Follow-up years | 2.23 ± 1.80 | 1.72 ± 1.38 | 2.73 ± 2.00 | |||
| Event number | 2430 | 792 | 1638 | |||
| Incidence rate[ | 1.43 | 1.24 | 1.55 | 0.68 (0.63–0.75) | 0.65 (0.59–0.71) | 0.66 (0.62–0.70) |
| Secondary outcomes (stroke recurrence by type) | ||||||
| Ischemic stroke | ||||||
| Total person-years | 169,968.22 | 63,793.14 | 106,175.08 | |||
| Follow-up years | 2.24 ± 1.80 | 1.72 ± 1.38 | 2.73 ± 2.00 | |||
| Event number | 2046 | 675 (85.23%) | 1371 (83.70%) | |||
| Incidence rate[ | 1.20 | 1.06 | 1.29 | 0.70 (0.64–0.77) | 0.68 (0.62–0.76) | 0.68 (0.64–0.73) |
| Hemorrhage stroke | ||||||
| Total person-years | 173,266.61 | 64,614.47 | 108,652.14 | |||
| Follow-up years | 2.28 ± 1.81 | 1.74 ± 1.39 | 2.80 ± 2.00 | |||
| Event number | 384 | 117 (14.77%) | 267 (16.30%) | |||
| Incidence rate[ | 0.22 | 0.18 | 0.25 | 0.61 (0.49–0.76) | 0.49 (0.38–0.63) | 0.55 (0.47–0.63) |
p < 0.001.
Adjusted for age, gender, baseline stroke type, atrial fibrillation, peripheral arterial occlusive disease, coronary heart disease, chronic heart failure, hypertension, diabetes mellitus, use of warfarin, and use of antiplatelets.
Incidence rate denotes events/total person-years (per 100 person-years).
HR, hazard ratio; IPTW, inverse probability of treatment weighting; NOAC, non-vitamin K antagonist oral anticoagulant.
Incidence rates of recurrent stroke among the hemorrhagic stroke population taking NOACs or warfarin.
| Hemorrhagic stroke population | NOACs | Warfarin | Crude HR | Adjusted HR | Adjusted HR under IPTW[ | |
|---|---|---|---|---|---|---|
| ( | ( | ( | ||||
| Primary outcome (stroke recurrence) | ||||||
| Total person-years | 13,439.77 | 4199.74 | 9240.03 | |||
| Follow-up years | 2.08 ± 1.73 | 1.55 ± 1.30 | 2.47 ± 1.90 | |||
| Event number | 569 | 170 | 399 | |||
| Incidence rate[ | 4.23 | 4.05 | 4.32 | 0.84 (0.703–1.013) | 0.78 (0.64–0.96) | 0.74 (0.65–0.84) |
| Secondary outcomes (type of stroke) | ||||||
| Ischemic stroke | ||||||
| Total person-years | 13,884.61 | 4307.45 | 9577.16 | |||
| Follow-up years | 2.15 ± 1.76 | 1.59 ± 1.32 | 2.56 ± 1.92 | |||
| Event number | 131 | 53 (31.18%) | 78 (19.55%) | |||
| Incidence rate[ | 0.94 | 1.23 | 0.81 | 1.30 (0.91–1.86) | 1.21 (0.81–1.81) | 1.11 (0.86–1.43) |
| Hemorrhage stroke | ||||||
| Total person-years | 13,687.32 | 4292.15 | 9395.16 | |||
| Follow-up years | 2.12 ± 1.74 | 1.58 ± 1.32 | 2.51 ± 1.91 | |||
| Event number | 438 | 117 (68.82%) | 321 (80.45%) | |||
| Incidence rate[ | 3.20 | 2.73 | 3.42 | 0.72 (0.58–0.90) | 0.67 (0.52–0.85) | 0.64 (0.55–0.74) |
p < 0.05, **p < 0.01, ***p < 0.001.
Adjusted for age, gender, baseline stroke type, atrial fibrillation, peripheral arterial occlusive disease, coronary heart disease, chronic heart failure, hypertension, diabetes mellitus, use of warfarin, and use of antiplatelets.
Incidence rate denotes events/total person-years (per 100 person-years).
HR, hazard ratio; IPTW, inverse probability of treatment weighting; NOAC, non-vitamin K antagonist oral anticoagulant.
Recurrent stroke among stroke patients using various NOACs [Adjusted[†] and Weighted Hazard Ratios (HRs)].
| Population | Exposure | Primary outcome | Secondary outcome | |
|---|---|---|---|---|
| Recurrent stroke | Recurrent ischemic stroke | Recurrent hemorrhagic stroke | ||
| Stroke: all types | NOACs | 0.67 (0.63–0.71) | 0.70 (0.66–0.75) | 0.60 (0.54–0.66) |
| Rivaroxaban | 0.65 (0.61–0.69) | 0.64 (0.60–0.70) | 0.66 (0.59–0.74) | |
| Dabigatran | 0.78 (0.74–0.83) | 0.86 (0.81–0.92) | 0.57 (0.51–0.65) | |
| Apixaban | 0.51 (0.47–0.56) | 0.39 (0.35–0.45) | 0.80 (0.69–0.93) | |
| Edoxaban | 0.25 (0.21–0.30) | 0.17 (0.14–0.22) | 0.45 (0.36–0.58) | |
| Ischemic stroke | NOACs | 0.66 (0.62–0.70) | 0.68 (0.64–0.73) | 0.55 (0.47–0.64) |
| Rivaroxaban | 0.63 (0.59–0.68) | 0.62 (0.57–0.67) | 0.69 (0.58–0.81) | |
| Dabigatran | 0.76 (0.71–0.81) | 0.83 (0.77–0.89) | 0.47 (0.39–0.56) | |
| Apixaban | 0.56 (0.40–0.50) | 0.37 (0.33–0.42) | 0.83 (0.67–1.02) | |
| Edoxaban | 0.23 (0.19–0.28) | 0.17 (0.13–0.21) | 0.54 (0.39–0.74) | |
| Hemorrhagic stroke | NOACs | 0.74 (0.65–0.84) | 1.11 (0.86–1.43) | 0.64 (0.55–0.74) |
| Rivaroxaban | 0.74 (0.64–0.85) | 1.10 (0.83–1.46) | 0.64 (0.54–0.75) | |
| Dabigatran | 0.86 (0.75–0.99)[ | 1.67 (1.26–2.20) | 0.67 (0.56–0.79) | |
| Apixaban | 0.96 (0.80–1.15) | 1.07 (0.68–1.69) | 0.90 (0.73–1.10) | |
| Edoxaban | 0.33 (0.23–0.49) | 0.28 (0.12–0.65) | 0.35 (0.23–0.52) | |
p < 0.05, ***p < 0.001.
Adjusted for age, gender, baseline stroke type, atrial fibrillation, peripheral arterial occlusion disease, coronary heart disease, chronic heart failure, hypertension, diabetes mellitus, use of warfarin, and use of antiplatelets.
NOAC, non-vitamin K antagonist oral anticoagulant.
Figure 5.Subgroup analyses for four NOACs. (A) Risk of recurrent stroke for comparing four NOACs with warfarin; (B) Comparison for the risk for recurrent stroke for NOACs with warfarin; and (C) Comparison for the risk for recurrent stroke between different doses and warfarin.
Sensitivity analyses for Hazard Ratios (HRs) of recurrent stroke in stroke patients using NOACs versus warfarin.
| NOACs | |||
|---|---|---|---|
| Crude HR | Adjusted HR[ | Adjusted HR under IPTW | |
| (1) By days of prescription | |||
| 1–30 days | 1.08 (0.88–1.32) | 0.97 (0.79–1.20) | 0.98 (0.85–1.13) |
| 31–90 days | 0.93 (0.75–1.15) | 0.84 (0.66–1.07) | 0.77 (0.66–0.90) |
| 91–180 days | 0.66 (0.52–0.840) | 0.58 (0.44–0.76) | 0.62 (0.53–0.73) |
| 181–360 days | 0.62 (0.51–0.75) | 0.65 (0.52–0.82) | 0.64 (0.56–0.73) |
| >360 days | 0.70 (0.61–0.80) | 0.69 (0.59–0.80) | 0.71 (0.64–0.77) |
| (2) By different doses of NOACs | |||
| Low dose | 0.69 (0.63–0.76) | 0.67 (0.60–0.74) | 0.68 (0.64–0.73) |
| Standard dose | 0.70 (0.62–0.78) | 0.68 (0.60–0.77) | 0.66 (0.61–0.71) |
| (3) By days of prescription after index date | |||
| 1 day | 0.69 (0.64–0.74) | 0.67 (0.61–0.73) | 0.67 (0.63–0.71) |
| 30 days | 0.68 (0.62–0.74) | 0.66 (0.60–0.72) | 0.66 (0.63–0.70) |
| 90 days | 0.70 (0.64–0.76) | 0.67 (0.60–0.74) | 0.67 (0.63–0.71) |
| 180 days | 0.71 (0.64–0.78) | 0.68 (0.61–0.76) | 0.67 (0.63–0.72) |
| 360 days | 0.71 (0.63–0.80) | 0.69 (0.60–0.79) | 0.66 (0.61–0.72) |
| (4) Death as a competing cause | 0.79 (0.77–0.81) | 0.61 (0.60–0.63) | 0.61 (0.61–0.63) |
| (5) Incidence cases | 0.67 (0.60–0.75) | 0.68 (0.60–0.77) | 0.69 (0.64–0.75) |
**p < 0.01, ***p < 0.001.
Adjusted for age, gender, baseline stroke type, atrial fibrillation, peripheral arterial occlusion disease, coronary heart disease, chronic heart failure, hypertension, diabetes mellitus, use of warfarin, and use of antiplatelets.
IPTW, inverse probability of treatment weighting; NOAC, non-vitamin K antagonist oral anticoagulant.