| Literature DB >> 29858358 |
Joon-Tae Kim1, Kang-Ho Choi2, Man-Seok Park2, Ji Sung Lee3, Jeffrey L Saver4, Ki-Hyun Cho2.
Abstract
BACKGROUND: We sought to investigate the clinical implications of platelet reactivity to aspirin and the variability in the platelet reactivity to aspirin during acute periods for the risk of vascular events in patients with acute ischemic stroke. METHODS ANDEntities:
Keywords: aspirin; ischemic; resistance; stroke
Mesh:
Substances:
Year: 2018 PMID: 29858358 PMCID: PMC6015392 DOI: 10.1161/JAHA.117.008313
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
General Characteristics of the Subjects
| ARU‐5<550 IU | ARU‐5≥550 IU |
| |
|---|---|---|---|
| N | 706 | 99 | |
| Age, y (mean±SD) | 66±12 | 67±12 | 0.29 |
| Male | 435 (61.6) | 56 (56.6) | 0.42 |
| Onset to visit | 0.51 | ||
| Within 12 h | 428 (60.6) | 64 (64.6) | |
| 12 h to 3 d | 278 (39.4) | 35 (35.4) | |
| Initial NIHSS score (med, IQR) | 2 (1, 5) | 2 (1, 5) | 0.66 |
| Body mass index (mean±SD) | 23.5±3.1 | 23.4±3.4 | 0.74 |
| Hypertension | 397 (56.2) | 52 (52.5) | 0.52 |
| DM | 205 (29.0) | 26 (26.3) | 0.64 |
| Dyslipidemia | 126 (17.8) | 10 (10.1) | 0.06 |
| Smoking | 237 (33.6) | 36 (36.4) | 0.57 |
| Coronary artery disease | 48 (6.8) | 6 (6.1) | >0.99 |
| Previous stroke or TIA | 97 (13.7) | 15 (15.2) | 0.76 |
| Previous antiplatelet medication | |||
| Aspirin | 161 (22.8) | 19 (19.2) | 0.52 |
| Nonaspirin | 104 (14.7) | 15 (15.2) | 0.88 |
| Laboratory findings (mean±SD) | |||
| Platelet count | 226±63 | 200±54 | <0.001 |
| LDL‐cholesterol | 123±41 | 111±38 | 0.007 |
| Glucose | 141±58 | 140±64 | 0.90 |
| HbA1C | 6.3±1.4 | 6.3±1.4 | 0.59 |
| >6.5 | 201/701 (28.7) | 26/99 (26.3) | 0.72 |
| Reperfusion therapy | 129 (18.3) | 14 (14.1) | 0.40 |
| TOAST | 0.15 | ||
| LAA | 362 (51.3) | 41 (41.4) | |
| SVO | 151 (21.4) | 28 (28.3) | |
| UD | 193 (27.3) | 30 (30.3) | |
| Acute ARU (n=558) | 465±62 | 497±72 | <0.001 |
| ≥550 IU | 57/482 (11.8) | 21/76 (27.6) | 0.001 |
| Medications at discharge | |||
| Antihypertensives | 346 (49.0) | 54 (54.5) | 0.34 |
| Antidiabetics | 668 (94.6) | 89 (89.9) | 0.07 |
| Statin | 194 (27.5) | 25 (25.3) | 0.72 |
| Combined antiplatelet therapy | 173 (24.5) | 13 (13.1) | 0.01 |
ARU indicates aspirin reaction unit; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; DM, diabetes mellitus; HbA1C, glycated hemoglobin; IQR, interquartile range; LAA, large artery atherosclerosis; LDL, low‐density lipoprotein; NIHSS, National Institutes of Health Stroke Score; SVO, small vessel occlusion; TIA, transient ischemic attack; TOAST, Trial of Org 10 172 in Acute Stroke Treatment; UD, undetermined etiology.
General Characteristics of Patients According to Groups of the ARU Changes
| aARU<550 IU | aARU≥550 IU |
| Group 1 | Group 2 | Group 3 | Group 4 |
| |
|---|---|---|---|---|---|---|---|---|
| aARU<550 IU ARU‐5<550 IU | aARU≥550 IU ARU‐5<550 IU | aARU<550 IU ARU‐5≥550 IU | aARU≥550 IU ARU‐5≥550 IU | |||||
| N | 480 | 78 | 425 | 57 | 55 | 21 | ||
| Age, y | 66±12 | 65±12 | 0.60 | 66.3±11.7 | 63.0±11.9 | 64.1±12.2 | 71.4±11.8 | 0.02 |
| Male | 285 (59.4) | 48 (61.5) | 0.80 | 249 (58.6) | 38 (66.7) | 36 (65.5) | 10 (47.6) | 0.33 |
| Onset to visit | 0.39 | 0.55 | ||||||
| Within 12 h | 272 (56.7) | 40 (51.3) | 241 (56.7) | 27 (47.4) | 31 (56.4) | 13 (61.9) | ||
| 12 h to 3 d | 208 (43.3) | 38 (48.7) | 184 (43.3) | 30 (52.6) | 24 (43.6) | 8 (38.1) | ||
| Initial NIHSS (med, IQR) | 2 (1, 3) | 2 (1, 4) | 0.14 | 2 (1, 3) | 3 (1, 5) | 2 (1, 4) | 2 (1, 3) | 0.27 |
| Body mass index (mean±SD) | 23.6±3.1 | 23.9±3.2 | 0.51 | 23.6±3.1 | 24.2±2.9 | 24.0±2.9 | 23.0±3.7 | 0.30 |
| Hypertension | 286 (59.6) | 43 (55.1) | 0.46 | 257 (60.5) | 32 (56.1) | 29 (52.7) | 11 (52.4) | 0.61 |
| DM | 152 (31.7) | 21 (26.9) | 0.43 | 137 (32.2) | 16 (28.1) | 15 (27.3) | 5 (23.8) | 0.71 |
| Dyslipidemia | 76 (15.8) | 9 (11.5) | 0.40 | 70 (16.5) | 9 (15.8) | 6 (10.9) | 0 | 0.17 |
| Smoking | 146 (30.4) | 26 (33.3) | 0.60 | 123 (28.9) | 22 (38.6) | 23 (41.8) | 4 (19.0) | 0.08 |
| Coronary artery diseases | 26 (5.4) | 7 (9.0) | 0.20 | 24 (5.6) | 6 (10.5) | 2 (3.6) | 1 (4.8) | 0.42 |
| Previous stroke or TIA | 71 (14.8) | 14 (17.9) | 0.50 | 61 (14.4) | 10 (17.5) | 10 (18.2) | 4 (19.0) | 0.78 |
| Previous antiplatelet* | ||||||||
| Aspirin | 110 (22.9) | 22 (28.2) | 0.32 | 100 (23.5) | 18 (31.6) | 10 (18.2) | 4 (19.0) | 0.37 |
| Nonaspirin | 74 (15.4) | 15 (19.2) | 0.41 | 66 (15.5) | 10 (17.5) | 8 (14.5) | 5 (23.8) | 0.75 |
| Laboratory findings | ||||||||
| Platelet count | 226±62 | 205±51 | 0.007 | 228±63 | 218±47 | 205±47 | 170±43 | <0.001 |
| LDL‐cholesterol | 120±41 | 118±41 | 0.62 | 120±42 | 124±42 | 118±38 | 102±31 | 0.18 |
| Glucose | 145±62 | 134±45 | 0.11 | 146±62 | 132±40 | 143±65 | 138±59 | 0.43 |
| HbA1C (n=555) | ||||||||
| >6.5 | 147 (30.8) | 18 (23.1) | 0.18 | 130 (30.8) | 13 (22.8) | 17 (30.9) | 5 (23.8) | 0.59 |
| TOAST | 0.65 | 0.64 | ||||||
| LAA | 248 (51.7) | 36 (46.2) | 225 (52.9) | 28 (49.1) | 23 (41.8) | 8 (38.1) | ||
| SVO | 115 (24.0) | 20 (25.6) | 98 (23.1) | 14 (24.6) | 17 (30.9) | 6 (28.6) | ||
| UD | 117 (24.4) | 22 (28.2) | 102 (24.0) | 15 (26.3) | 15 (27.3) | 7 (33.3) | ||
| Medications at discharge | ||||||||
| Antihypertensives | 243 (50.6) | 41 (52.6) | 0.81 | 216 (50.8) | 29 (50.9) | 27 (49.1) | 12 (57.1) | 0.94 |
| Antidiabetics | 149 (31.0) | 17 (21.8) | 0.11 | 133 (31.3) | 11 (19.3) | 16 (29.1) | 6 (28.6) | 0.32 |
| Statin | 457 (95.2) | 73 (93.6) | 0.57 | 405 (95.3) | 55 (96.5) | 52 (94.5) | 18 (85.7) | 0.24 |
| Combined antiplatelet | 92 (19.2) | 19 (24.4) | 0.29 | 85 (20.0) | 13 (22.8) | 7 (12.7) | 6 (28.6) | 0.38 |
aARU indicates aspirin reaction unit measured 3 hours after aspirin loading; ARU, aspirin reaction unit; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; DM, diabetes mellitus; HbA1C, glycated hemoglobin; IQR, interquartile range; LAA, large artery atherosclerosis; LDL, low‐density lipoprotein; NIHSS, National Institutes of Health Stroke Score; SVO, small vessel occlusion; TIA, transient ischemic attack; TOAST, Trial of Org 10 172 in Acute Stroke Treatment; UD, undetermined etiology.
Crude Events in All Cohorts and Subgroups
| Primary Outcome |
| Stroke |
| MI |
| Vascular Death |
| |
|---|---|---|---|---|---|---|---|---|
| ARU‐5 (n=805) | 0.048 | 0.38 | 0.001 | 0.37 | ||||
| <550 IU | 73 (10.9) | 41 (6.0) | 4 (0.6) | 35 (5.6) | ||||
| ≥550 IU | 17 (18.8) | 8 (8.8) | 4 (4.7) | 7 (7.8) | ||||
| aARU (n=558) | 0.22 | 0.42 | 0.96 | 0.62 | ||||
| <550 IU | 51 (11.2) | 31 (6.7) | 6 (1.4) | 19 (4.3) | ||||
| ≥550 IU | 12 (15.8) | 7 (9.4) | 1 (1.3) | 4 (5.6) | ||||
| ARU changes (n=558) | 0.095 | 0.59 | <0.001 | 0.028 | ||||
| Both aARU and ARU‐5<550 IU | 44 (10.9) | 27 (6.6) | 2 (0.5) | 18 (4.7) | ||||
| aARU≥550 IU, ARU‐5<550 IU | 6 (10.9) | 4 (7.4) | 1 (1.9) | 1 (1.9) | ||||
| aARU<550 IU, ARU‐5≥550 IU | 7 (13.4) | 4 (8.2) | 3 (8.1) | 0 | ||||
| Both aARU and ARU‐5≥550 IU | 6 (28.6) | 3 (14.8) | 0 | 3 (16.7) |
Primary outcome: composite of stroke, MI, and vascular death. aARU indicates aspirin reaction unit measured 3 hours aspirin loading; ARU indicates aspirin reaction unit; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; MI, myocardial infarction.
Log‐rank test.
Figure 1Kaplan–Meier curves showing the cumulative probability of the composite of stroke, myocardial infarction, and vascular death according to whether patients had HAPR or NAPR at the time of the ARU‐5 measurement. aARU indicates acute aspirin loading; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; CI, confidence interval; HAPR, high on‐aspirin platelet reactivity; HR, hazard ratio; NAPR, normal on‐aspirin platelet reactivity.
Figure 2Kaplan–Meier curves to show cumulative probability of recurrent stroke according to whether patients had HAPR or NAPR at the time of the ARU‐5 measurement. ARU‐5 indicates aspirin reaction unit measured on the fifth consecutive day of aspirin administration; HAPR, high on‐aspirin platelet reactivity; NAPR, normal on‐aspirin platelet reactivity.
Cox proportional Hazard Regression Analysis for Primary Outcome and Recurrent Stroke
| Primary Outcome | Stroke Recurrence | |||||||
|---|---|---|---|---|---|---|---|---|
| Crude HR |
| Adjusted HR |
| Crude HR |
| Adjusted HR |
| |
| ARU‐5 (n=805) | 0.05 | 0.03 | 0.38 | 0.33 | ||||
| <550 IU | Ref | Ref | Ref | Ref | ||||
| ≥550 IU | 1.69 (0.99–2.87) | 1.84 (1.07–3.19) | 1.40 (0.66–2.99) | 1.48 (0.67–3.23) | ||||
| aARU (n=558) | 0.23 | 0.19 | 0.42 | 0.34 | ||||
| <550 IU | Ref | Ref | Ref | Ref | ||||
| ≥550 IU | 1.47 (0.79–2.76) | 1.55 (0.81–2.98) | 1.40 (0.62–3.18) | 1.51 (0.65–3.54) | ||||
| ARU changes (n=558) | 0.57 | |||||||
| Both aARU and ARU‐5<550 IU | Ref | Ref | Ref | Ref | ||||
| aARU≥550 IU, ARU‐5<550 IU | 1.03 (0.44–2.42) | 0.94 | 1.15 (0.48–2.74) | 0.76 | 1.11 (0.39–3.18) | 0.84 | 1.30 (0.44–3.80) | 0.64 |
| aARU<550 IU, ARU‐5≥550 IU | 1.24 (0.56–2.75) | 0.60 | 1.66 (0.73–3.78) | 0.23 | 1.15 (0.40–3.28) | 0.79 | 1.39 (0.47–4.10) | 0.55 |
| Both aARU and ARU‐5≥550 IU | 2.84 (1.21–6.66) | 0.02 | 3.11 (1.23–7.86) | 0.02 | 2.27 (0.69–7.50) | 0.18 | 2.31 (0.64–8.25) | 0.20 |
Adjusted variables: age, male sex, initial NIHSS score, hypertension, DM, smoking, dyslipidemia, a history of previous stroke, a history of previous aspirin therapy, platelet counts, blood glucose levels, and TOAST. Primary outcome: composite of stroke, myocardial infarction, and vascular death. aARU indicates aspirin reaction unit measured 3 hours after aspirin loading; ARU, aspirin reaction unit; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; DM, diabetes mellitus HR, hazard ratio; NIHSS, National Institutes of Health Stroke Score; TOAST, Trial of Org 10 172 in Acute Stroke Treatment.
Cox Proportional Hazard Regression Analysis for Myocardial Infarction and Vascular Death
| Myocardial Infarction | Vascular Death | |||||||
|---|---|---|---|---|---|---|---|---|
| Crude HR |
| Adjusted HR |
| Crude HR |
| Adjusted HR |
| |
| ARU‐5 (n=805) | 0.005 | 0.001 | 0.30 | 0.46 | ||||
| <550 IU | Ref | Ref | Ref | Ref | ||||
| ≥550 IU | 7.27 (1.82–29.09) | 13.64 (2.87–65.53) | 1.53 (0.69–3.39) | 1.38 (0.59–3.26) | ||||
| aARU (n=558) | 0.70 | 0.67 | 0.44 | 0.72 | ||||
| <550 IU | Ref | Ref | Ref | Ref | ||||
| ≥550 IU | 1.45 (0.22–9.70) | 1.56 (0.20–11.97) | 1.52 (0.53–4.35) | 1.24 (0.39–3.98) | ||||
| ARU changes | ||||||||
| Both aARU and ARU‐5<550 IU (n=425) | Ref | Ref | Ref | Ref | ||||
| aARU≥550 IU, ARU‐5<550 IU (n=57) | 4.53 (0.46–45.00) | 0.84 | 4.65 (0.33–64.98) | 0.25 | 0.60 (0.11–3.44) | 0.57 | 0.65 (0.11–3.91) | 0.64 |
| aARU<550 IU, ARU‐5≥550 IU (n=55) | 14.00 (2.42–80.80) | 0.003 | 40.50 (3.97–412.9) | 0.002 | 0.20 (0.01–3.85) | 0.29 | 0.25 (0.01–4.98) | 0.36 |
| Both aARU and ARU‐5≥550 IU (n=21) | 4.28 (0.14–134.1) | 0.41 | 48.32 (0.78–2990.7) | 0.07 | 3.99 (1.21–13.15) | 0.02 | 2.18 (0.51–9.32) | 0.29 |
Adjusted variables: age, male sex, initial NIHSS score, hypertension, DM, smoking, dyslipidemia, a history of previous stroke, a history of previous aspirin therapy, platelet counts, blood glucose levels, and TOAST. aARU indicates aspirin reaction unit measured 3 hours after aspirin loading; ARU, aspirin reaction unit; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; DM, diabetes mellitus; HR, hazard ratio; NIHSS, National Institutes of Health Stroke Score; TOAST, Trial of Org 10 172 in Acute Stroke Treatment.
Uni‐ and multivariable Cox regression using Firth's penalized likelihood method.
Figure 3Kaplan–Meier curves showing the cumulative probability of the composite of stroke, MI, and vascular death according to whether patients had HAPR or NAPR at the time of the aARU measurement (A) and whether their HAPR status changed between the aARU and ARU‐5 measurements (B). aARU indicates aspirin reaction unit measured 3 hours after aspirin loading; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; HAPR, high on‐aspirin platelet reactivity; NAPR, normal on‐aspirin platelet reactivity.
Cox Proportional Hazard Regression Analysis for the Primary Outcome
| Analysis 1 | Analysis 2 | Analysis 3 | ||||
|---|---|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| |
| Age, y | 1.03 (1.00–1.06) | 0.04 | 1.03 (1.00–1.06) | 0.03 | 1.04 (1.02–1.06) | 0.0004 |
| Male | 1.11 (0.62–1.98) | 0.72 | 1.03 (0.58–1.83) | 0.92 | 1.46 (0.88–2.42) | 0.14 |
| NIHSS | 1.08 (1.00–1.17) | 0.047 | 1.07 (0.99–1.15) | 0.08 | 1.04 (0.99–1.09) | 0.13 |
| Hypertension | 1.86 (1.01–3.43) | 0.046 | 1.77 (0.97–3.25) | 0.06 | 1.76 (1.08–2.89) | 0.02 |
| DM | 1.26 (0.66–2.39) | 0.47 | 1.21 (0.64–2.26) | 0.56 | 1.19 (0.71–2.01) | 0.51 |
| Dyslipidemia | 0.40 (0.14–1.11) | 0.08 | 0.38 (0.14–1.05) | 0.06 | 0.65 (0.32–1.32) | 0.23 |
| Smoking | 0.78 (0.41–1.51) | 0.47 | 0.83 (0.43–1.58) | 0.57 | 0.84 (0.50–1.41) | 0.52 |
| Previous stroke | 0.80 (0.41–1.58) | 0.52 | 0.83 (0.43–1.63) | 0.59 | 1.06 (0.62–1.83) | 0.83 |
| Previous aspirin use | 1.40 (0.80–2.45) | 0.24 | 1.37 (0.79–2.38) | 0.27 | 1.30 (0.81–2.07) | 0.27 |
| Platelet count | 1.17 (0.77–1.75) | 0.46 | 1.09 (0.72–1.64) | 0.69 | 1.17 (0.84–1.63) | 0.35 |
| Initial blood glucose | 1.20 (0.76–1.88) | 0.44 | 1.23 (0.79–1.94) | 0.36 | 1.07 (0.73–1.58) | 0.72 |
| TOAST | ||||||
| LAA | 1.24 (0.68–2.24) | 0.48 | 1.18 (0.65–2.12) | 0.59 | 1.23 (0.76–2.00) | 0.41 |
| SVO | 0.43 (0.17–1.08) | 0.07 | 0.43 (0.18–1.07) | 0.07 | 0.62 (0.30–1.29) | 0.20 |
| UD | Ref | Ref | ||||
| ARU changes | NA | NA | ||||
| Both aARU and ARU‐5<550 IU | Ref | |||||
| aARU≥550 IU, ARU‐5<550 IU | 1.15 (0.48–2.74) | 0.76 | ||||
| aARU<550 IU, ARU‐5≥550 IU | 1.66 (0.73–3.78) | 0.23 | ||||
| Both aARU and ARU‐5≥550 IU | 3.11 (1.23–7.86) | 0.02 | ||||
| aARU≥550 IU | NA | 1.55 (0.81–2.98) | 0.19 | NA | ||
| ARU‐5≥550 IU | NA | 1.84 (1.07–3.19) | 0.03 | |||
Primary outcome: composite of stroke, myocardial infarction, and vascular death. Model 1: adjusted variables including age, male, initial NIHSS, hypertension, diabetes mellitus, dyslipidemia, smoking, previous stroke, prior aspirin use, platelet counts, blood glucose, TOAST classification, and the ARU changes (4 groups). Model 2: adjusted variables including age, male, initial NIHSS, hypertension, diabetes mellitus, dyslipidemia, smoking, previous stroke, prior aspirin use, platelet counts, blood glucose, TOAST classification, and aARU≥550 IU. Model 3: adjusted variables including age, male, initial NIHSS, hypertension, diabetes mellitus, dyslipidemia, smoking, previous stroke, prior aspirin use, platelet counts, blood glucose, TOAST classification, and ARU‐5≥550 IU. aARU indicates aspirin reaction unit measured 3 hours after aspirin loading; ARU, aspirin reaction unit; ARU‐5, aspirin reaction unit measured on the fifth consecutive day of aspirin administration; DM, diabetes mellitus; HR, hazard ratio; LAA, large artery atherosclerosis; NA, not applicable; NIHSS, National Institutes of Health Stroke Score; SVO, small vessel occlusion; TOAST, Trial of Org 10 172 in Acute Stroke Treatment; UD, undetermined etiology.
Subgroup Analysis According to Previous Aspirin Use
| Composite of Stroke, Myocardial Infarction, and Vascular Death | ||||||
|---|---|---|---|---|---|---|
| Crude HR |
|
| Adjusted HR |
|
| |
| Previous aspirin users (N=180) | 0.31 | 0.62 | ||||
| ARU‐5<550 IU | Ref | Ref | ||||
| ARU‐5≥550 IU | 2.58 (1.04–6.40) | 0.04 | 2.25 (0.89–5.68) | 0.09 | ||
| Naive aspirin users (N=625) | ||||||
| ARU‐5<550 IU | Ref | Ref | ||||
| ARU‐5≥550 IU | 1.46 (0.76–2.79) | 0.26 | 1.67 (0.85–3.29) | 0.14 | ||
Adjusted variables including age, male, initial NIHSS, hypertension, diabetes mellitus, dyslipidemia, smoking, previous stroke, prior aspirin use, platelet counts, blood glucose, and TOAST classification. P interaction: P for interaction effect between previous aspirin and HAPR. ARU‐5 indicates aspirin reaction unit measured on the fifth consecutive day of aspirin administration; HAPR, high on‐aspirin platelet reactivity; HR, hazard ratio; NIHSS, National Institutes of Health Stroke Score; TOAST, Trial of Org 10 172 in Acute Stroke Treatment.