| Literature DB >> 33600708 |
Mi-Yeon Eun1, Jae-Young Kim2,3, Yang-Ha Hwang4, Man-Seok Park5, Joon-Tae Kim5, Kang-Ho Choi5, Jin-Man Jung6, Sungwook Yu7, Chi Kyung Kim8, Kyungmi Oh8, Tae-Jin Song9, Yong-Jae Kim10, Bum Joon Kim11, Sung Hyuk Heo12, Kwang-Yeol Park13, Jeong-Min Kim13, Jong-Ho Park14, Jay Chol Choi15, Jong-Won Chung2, Oh Young Bang2, Gyeong-Moon Kim2, Woo-Keun Seo2,3.
Abstract
BACKGROUND ANDEntities:
Keywords: Anticoagulants; Atrial fibrillation; Guideline; Outcome; Stroke
Year: 2021 PMID: 33600708 PMCID: PMC7900398 DOI: 10.5853/jos.2020.03440
Source DB: PubMed Journal: J Stroke ISSN: 2287-6391 Impact factor: 6.967
Figure 1.Selection of the study population. NIHSS, National Institutes of Health Stroke Scale; ESC, European Society of Cardiology; PSM, propensity score matching.
Baseline characteristics of participants before and after propensity score matching
| Characteristic | Original cohort | Matched cohort[ | ||||
|---|---|---|---|---|---|---|
| Non-matched (n=1,737) | Guideline-matched (n=584) | Non-matched (n=563) | Guideline-matched (n=563) | |||
| Age (yr) | 73.1±9.9 | 71.9±10.0 | 0.003 | 72.8±10.2 | 71.9±10.0 | 0.040 |
| Male sex | 903 (52.0) | 331 (56.7) | 0.049 | 312 (55.4) | 322 (57.2) | 0.548 |
| History of risk factors | ||||||
| Hypertension | 1,195 (68.8) | 399 (68.3) | 0.831 | 373 (66.3) | 382 (67.9) | 0.568 |
| Diabetes mellitus | 475 (27.3) | 155 (26.5) | 0.705 | 137 (24.3) | 146 (25.9) | 0.536 |
| Dyslipidemia | 455 (26.2) | 142 (24.3) | 0.369 | 142 (25.2) | 134 (23.8) | 0.579 |
| Coronary artery disease | 228 (13.1) | 73 (12.5) | 0.697 | 65 (11.5) | 68 (12.1) | 0.782 |
| Congestive heart failure | 82 (4.7) | 17 (2.9) | 0.061 | 14 (2.5) | 13 (2.3) | 0.846 |
| Prior stroke or TIA | 627 (36.1) | 168 (28.8) | 0.001 | 161 (28.6) | 183 (32.5) | 0.155 |
| Peripheral artery disease | 226 (13.0) | 93 (15.9) | 0.617 | 6 (1.1) | 9 (1.6) | 0.436 |
| Current smoking | 1,195 (68.8) | 399 (68.3) | 0.077 | 80 (14.2) | 91 (16.2) | 0.361 |
| Prestroke OAC | 536 (30.9) | 123 (21.1) | <0.001 | 123 (21.8) | 123 (21.8) | 1.000 |
| Prestroke mRS | 0 (0–1) | 0 (0–1) | 0.001 | 0 (0–1) | 0 (0–1) | 0.107 |
| Initial NIHSS | 8 (2–15) | 4 (1–9) | <0.001 | 4 (1–9) | 4 (1–9) | 1.000 |
| Intravenous thrombolysis | 360 (20.7) | 112 (19.2) | 0.422 | 105 (18.7) | 108 (19.2) | 0.819 |
| Mechanical thrombectomy | 207 (11.9) | 41 (7.0) | 0.001 | 33 (5.9) | 36 (6.4) | 0.709 |
| CHADS2 score | 3 (3–4) | 3 (3–4) | 0.046 | 3 (3–4) | 3 (3–4) | 0.711 |
| Parenteral anticoagulation | 448 (25.8) | 152 (26.0) | 0.913 | 157 (27.9) | 145 (25.8) | 0.459 |
| Acute antiplatelet therapy | 789 (45.4) | 336 (57.5) | <0.001 | 258 (45.8) | 324 (57.5) | <0.001 |
| Days to OAC therapy | 0 (0–2) | 6 (4–13) | <0.001 | 0 (0–1) | 6 (4–13) | <0.001 |
| Hemorrhagic transformation (original cohort, n=1,906; matched cohort, n=564) | 199 (11.5) | 89 (15.2) | <0.001 | 58 (10.3) | 85 (15.1) | 0.002 |
| Poststroke OAC | <0.001 | <0.001 | ||||
| Warfarin | 1,626 (93.6) | 486 (83.2) | 524 (93.1) | 466 (82.8) | ||
| NOAC | 111 (6.4) | 98 (16.8) | 39 (6.9) | 97 (17.2) | ||
Values are presented as mean±standard deviation, number (%), or median (interquartile range).
TIA, transient ischemic attack; OAC, oral anticoagulation; mRS, modified Rankin Scale; NIHSS, National Institutes of Health Stroke Scale; CHADS2, congestive heart failure, hypertension, age ≥75 years, diabetes mellitus, prior stroke or TIA, or thromboembolism (doubled); NOAC, non-vitamin K antagonist oral anticoagulant.
Continuous variables were compared between groups using Student's t-tests or Mann-Whitney U tests. The chi-square test was used for noncontinuous variables;
Propensity score matching was performed using a logistic regression model with covariates including age, sex, hypertension, diabetes mellitus, dyslipidemia, coronary artery disease, congestive heart failure, prior stroke or TIA, peripheral artery disease, current smoking, prestroke OAC, prestroke mRS, initial NIHSS score, intravenous thrombolysis, mechanical thrombectomy, CHADS2 score, and parenteral anticoagulation.
Primary and secondary outcomes within 90 days
| Outcomes | Original cohort | Matched cohort | ||||
|---|---|---|---|---|---|---|
| Non-matched (n=1,737) | Guideline-matched (n=584) | Non-matched (n=563) | Guideline-matched (n=563) | |||
| Any stroke | 47 (2.7) | 8 (1.4) | 0.066 | 19 (3.4) | 8 (1.4) | 0.032 |
| MACCE | 156 (9.0) | 38 (6.5) | 0.069 | 38 (6.7) | 37 (6.6) | 0.905 |
| Ischemic stroke | 36 (2.1) | 5 (0.9) | 0.054 | 15 (2.7) | 5 (0.9) | 0.024 |
| Intracranial hemorrhage | 14 (0.8) | 3 (0.5) | 0.474 | 5 (0.9) | 3 (0.5) | 0.478 |
| Acute coronary syndrome | 16 (0.9) | 5 (0.9) | 0.886 | 2 (0.4) | 5 (0.9) | 0.255 |
| All-cause mortality | 93 (5.4) | 18 (3.1) | 0.026 | 16 (2.8) | 17 (3.0) | 0.860 |
| Major hemorrhage | 15 (0.9) | 10 (1.7) | 0.086 | 5 (0.9) | 10 (1.8) | 0.194 |
Values are presented as number (%).
MACCE, major adverse cerebrovascular, and cardiovascular events.
The chi-square test was used for noncontinuous variables.
Figure 2.Cumulative incidence of primary outcome. The cumulative incidence of any stroke in the European Society of Cardiology guideline-matched group and the non-matched group is shown. The inset graph reveals the same data on an enlarged y-axis.
Effect of ESC guideline-matched oral anticoagulant therapy on clinical outcomes before and after propensity score matching
| Outcome | Univariate analysis | Multivariate analysis | ||
|---|---|---|---|---|
| Original cohort | ||||
| Any stroke | 0.50 (0.24–1.06) | 0.072 | 0.50 (0.24–1.06) | 0.072 |
| MACCE | 0.71 (0.49–1.02) | 0.063 | 0.84 (0.57–1.22) | 0.347 |
| Ischemic stroke | 0.41 (0.16–1.05) | 0.062 | 0.36 (0.14–0.92) | 0.032 |
| Intracranial hemorrhage | 0.64 (0.18–2.22) | 0.477 | 0.67 (0.19–2.36) | 0.537 |
| Acute coronary syndrome | 0.93 (0.34–2.55) | 0.886 | 0.87 (0.32–2.39) | 0.785 |
| All-cause mortality | 0.56 (0.34–0.94) | 0.028 | 0.79 (0.47–1.35) | 0.388 |
| Major hemorrhage | 2.00 (0.89–4.48) | 0.092 | 1.56 (0.68–3.60) | 0.294 |
| Matched cohort | ||||
| Any stroke | 0.41 (0.18–0.95) | 0.038 | 0.41 (0.18–0.95) | 0.038 |
| MACCE | 0.97 (0.61–1.55) | 0.941 | 0.97 (0.61–1.56) | 0.904 |
| Ischemic stroke | 0.33 (0.12–0.91) | 0.032 | 0.32 (0.11–0.88) | 0.028 |
| Intracranial hemorrhage | 0.60 (0.14–2.51) | 0.483 | 0.60 (0.14–2.51) | 0.483 |
| Acute coronary syndrome | 2.51 (0.49–13.01) | 0.272 | 2.38 (0.44–13.00) | 0.316 |
| All-cause mortality | 1.06 (0.53–2.13) | 0.860 | 1.09 (0.53–2.23) | 0.814 |
| Major hemorrhage | 2.02 (0.69–5.94) | 0.203 | 1.47 (0.48–4.48) | 0.499 |
Values are presented as odds ratios and 95% confidence interval. In the original cohort, MACCE was adjusted by age, congestive heart failure, prestroke modified Rankin Scale (mRS), CHADS2 (congestive heart failure, hypertension, age ≥75 years, diabetes mellitus, prior stroke or transient ischemic attack [TIA], or thromboembolism [doubled]) score, and initial National Institutes of Health Stroke Scale (NIHSS). Ischemic stroke was adjusted by diabetes mellitus and initial NIHSS. Intracranial hemorrhage was adjusted by prior stroke or TIA. Acute coronary syndrome was adjusted by age. All-cause mortality was adjusted by age, congestive heart failure, prestroke mRS, CHADS2 score, and initial NIHSS. Major hemorrhage was adjusted by the type of oral anticoagulants. Major hemorrhage was adjusted by the type of poststroke oral anticoagulants. In the matched cohort, MACCE was adjusted by initial NIHSS. Ischemic stroke was adjusted by diabetes mellitus. Acute coronary syndrome was adjusted by age, current smoking, and CHADS2 score. All-cause mortality was adjusted by age, dyslipidemia, congestive heart failure, CHADS2 score, and initial NIHSS. Major hemorrhage was adjusted by the type of poststroke oral anticoagulants.
ESC, European Society of Cardiology; MACCE, major adverse cerebrovascular, and cardiovascular events.
Logistic regression analyses were used.
Figure 3.Odds ratio for the primary outcome according to the prespecified subgroups. The forest plot demonstrates the odds ratios for any stroke in the subgroups. Adjusted variables are age, sex, hypertension, diabetes mellitus, dyslipidemia, coronary artery disease, congestive heart failure, prior stroke or transient ischemic attack (TIA), peripheral artery disease, current smoking, prestroke modified Rankin Scale, initial National Institutes of Health Stroke Scale (NIHSS) score, intravenous thrombolysis, mechanical thrombectomy, and CHADS2 (congestive heart failure, hypertension, age ≥75 years, diabetes mellitus, prior stroke or TIA, or thromboembolism [doubled]) score. CI, confidence interval; OAC, oral anticoagulation.