| Literature DB >> 32429850 |
Nicolas Poupore1, Dan Strat1, Tristan Mackey1, Ashley Snell1, Thomas Nathaniel2.
Abstract
BACKGROUND: Acute ischemic stroke attack with and without a recent TIA may differ in clinical risk factors, and this may affect treatment outcomes following thrombolytic therapy. We examined whether the odds of exclusion or inclusion for thrombolytic therapy are greater in ischemic stroke with TIA less than 24 h preceding ischemic stroke (recent-TIA) as compared to those without recent TIA or non-TIA > 24 h and less than 1 month (past-TIA).Entities:
Keywords: Clinical risk factors; Ischemic; Stroke; Thrombolytic therapy; Trans ischemic attack
Year: 2020 PMID: 32429850 PMCID: PMC7236928 DOI: 10.1186/s12883-020-01782-5
Source DB: PubMed Journal: BMC Neurol ISSN: 1471-2377 Impact factor: 2.474
Demographic and clinical characteristics of ischemic stroke patients with or without a TIA < 24 h. Results for continuous variables are presented as Mean ± SD, while discrete data are presented as percentage frequency. Pearson’s Chi-Square or Man Whitney U test as appropriate is used to compare differences between demographic and clinical characteristics in groups with or without a TIA < 24 h
| Demographic and clinical factors | Acute Ischemic Stroke with TIA < 24 h | Acute Ischemic Stroke without TIA < 24 h | |
|---|---|---|---|
| Age Group: No. (%) | |||
| < 50 | 97 (11.5) | 658 (12.0) | 0.299 |
| 50–59 | 131 (15.5) | 996 (18.2) | |
| 60–69 | 206 (24.3) | 1299 (23.8) | |
| 70–79 | 195 (23.0) | 1231 (22.5) | |
| > =80 | 217 (25.7) | 1285 (23.5) | |
| Mean ± SD | 68.08 ± 14.47 | 67.25 ± 14.73 | 0.126 |
| Race: No (%) | |||
| White | 695 (82.2) | 4288 (78.4) | 0.042*a |
| Black | 130 (15.4) | 1002 (18.3) | |
| Other | 21 (2.5) | 179 (3.3) | |
| Gender: No. (%) | |||
| Female | 451 (53.3) | 2807 (51.3) | 0.283 |
| Male | 395 (46.7) | 2662 (48.7) | |
| Medical History: No. (%) | |||
| Atrial Fib | 118 (13.9) | 924 (16.9) | 0.032*a |
| Coronary Artery Disease | 283 (33.5) | 1661 (30.4) | 0.71 |
| Carotid Artery Stenosis | 67 (7.9) | 334 (6.1) | 0.44*a |
| Depression | 125 (14.8) | 721 (13.2) | 0.206 |
| Diabetes | 320 (37.8) | 1935 (35.4) | 0.167 |
| Drugs or Alcohol | 31 (3.7) | 337 (6.2) | 0.004*a |
| Dyslipidemia | 492 (58.2) | 2755 (50.4) | < 0.001*a |
| Stroke Family History | 87 (10.3) | 494 (9.0) | 0.241 |
| Heart Failure | 85 (10.0) | 590 (10.8) | 0.516 |
| Hormonal Replacement Therapy | 11 (1.3) | 79 (1.4) | 0.742 |
| Hypertension | 675 (79.8) | 4306 (5469) | 0.485 |
| Migraine | 27 (3.2) | 134 (2.5) | 0.203 |
| Obesity | 356 (42.1) | 2311 (42.3) | 0.923 |
| Previous Stroke | 274 (32.4) | 1424 (26.0) | < 0.001*a |
| Previous TIA | 140 (16.5) | 477 (8.7) | < 0.001*a |
| Prosthetic Heart Valve | 11 (1.3) | 62 (1.1) | 0.673 |
| Peripheral Vascular Disease | 84 (9.9) | 400 (7.3) | 0.008*a |
| Chronic Renal Disease | 66 (7.8) | 447 (8.2) | 0.713 |
| Sickle Cell | 1 (0.1) | 4 (0.1) | 0.665 |
| Sleep Apnea | 34 (4.0) | 170 (3.1) | 0.163 |
| Smoker | 174 (20.6) | 1486 (27.2) | < 0.001*a |
| Medication History: No (%) | |||
| HTN medication | 625 (73.9) | 3794 (69.4) | 0.008*a |
| Cholesterol Reducer | 456 (53.9) | 2428 (44.4) | < 0.001*a |
| Diabetes medication | 269 (31.8) | 1495 (27.3) | 0.007*a |
| Antidepressant | 131 (15.5) | 711 (13.0) | 0.048*a |
| Initial NIHSS Score: No (%) | |||
| 0–9 | 677 (90.6) | 3289 (71.7) | < 0.001* |
| 10–14 | 53 (7.1) | 507 (11.1) | |
| 15–20 | 12 (1.6) | 501 (10.9) | |
| 21–25 | 5 (0.7) | 290 (6.3) | |
| Mean ± SD | 3.46 ± 4.1 | 8.28 ± 8.24 | < 0.001*b |
| Lab values: Mean ± SD | |||
| Total cholesterol (mg/dl) | 167.88 ± 44.01 | 171.84 ± 51.82 | 0.026*b |
| Triglycerides (mg/dl) | 146.38 ± 93.94 | 139.64 ± 105.16 | 0.1 |
| HDL (mg/dl) | 42.81 ± 14.28 | 41.78 ± 13.84 | 0.062 |
| LDL (mg/dl) | 98.22 ± 36.56 | 104.62 ± 41.29 | < 0.001*b |
| Lipids (mg/dl) | 7.38 ± 26.21 | 6.53 ± 2.56 | 0.389 |
| Blood Glucose (mg/dl) | 138.59 ± 76.92 | 147.3 ± 81.05 | 0.004*b |
| Serum Creatinine (mg/dl) | 1.44 ± 3.45 | 1.29 ± 1.17 | 0.288 |
| INR | 1.19 ± 0.5 | 1.14 ± 0.5 | 0.036*b |
| Vital Signs: Mean ± SD | |||
| Heart Rate | 78.02 ± 14.86 | 82 ± 18.53 | < 0.001*b |
| Blood Pressure Systolic (mmHg) | 148.61 ± 27.88 | 151.82 ± 29.31 | 0.003*b |
| Blood Pressure Diastolic (mmHg) | 79.37 ± 17.53 | 82.44 ± 19.12 | < 0.001*b |
Notes:
aPearson’s Chi-Squared test
bStudent’s T test
* P-value < 0.05
Demographic and clinical characteristics of ischemic stroke patients with or without a TIA < 24 h stratified by rtPA. Results for continuous variables are presented as Mean ± SD, while discrete data are presented as percentage frequency. Pearson’s Chi-Square or Man Whitney U test is used to compare differences between demographic and clinical characteristics in rtPA treated groups
| Demographic and clinical factors | Acute Ischemic Stroke with TIA < 24 h | Acute Ischemic Stroke without TIA < 24 h | ||||
|---|---|---|---|---|---|---|
| No rtPA Group | rtPA Group | No rtPA Group | rtPA Group | |||
| Number of patients | ||||||
| Age Group: No. (%) | ||||||
| < 50 years | 89 (10.84) | 8 (32) | 0.004*a | 467 (11.3) | 191 (14.4) | 0.001*a |
| 50–59 | 128 (15.59) | 3 (12) | 736 (17.8) | 260 (19.6) | ||
| 60–69 | 197 (23.99) | 9 (36) | 981 (23.7) | 318 (24.0) | ||
| 70–79 | 192 (23.38) | 3 (12) | 942 (22.7) | 289 (21.8) | ||
| > =80 | 215 (26.18) | 2 (8) | 1016 (24.5) | 269 (20.3) | ||
| Age Mean ± SD | 68.39 ± 14.33 | 57.8 ± 15.49 | < 0.001*b | 67.73 ± 14.69 | 65.76 ± 14.78 | < 0.001*b |
| Race: No (%) | ||||||
| White | 675 (82.21) | 20 (80) | 0.878 | 3228 (77.9) | 1060 (79.9) | 0.313 |
| Black | 126 (15.34) | 4 (16) | 774 (18.7) | 228 (17.2) | ||
| Other | 20 (2.43) | 1 (4) | 140 (3.4) | 39 (2.9) | ||
| Gender: No. (%) | ||||||
| Female | 437 (53.2) | 14 (56) | 0.784 | 2148 (51.9) | 659 (49.7) | 0.163 |
| Male | 384 (46.77) | 11 (44) | 1994 (48.1) | 668 (50.3) | ||
| Medical History: No. (%) | ||||||
| Atrial Fib | 118 (14.4) | 0 (0) | 0.041*a | 713 (17.2) | 211 (15.9) | 0.266 |
| Coronary Artery Disease | 275 (33.49) | 8 (32) | 0.876 | 1262 (30.5) | 399 (30.1) | 0.782 |
| Carotid Artery Stenosis | 65 (7.91) | 2 (8) | 0.988 | 278 (6.7) | 56 (4.2) | 0.001*a |
| Depression | 119 (14.49) | 6 (24) | 0.187 | 516 (12.5) | 205 (15.4) | 0.005*a |
| Diabetes | 310 (37.75) | 10 (40) | 0.820 | 1520 (36.7) | 415 (31.3) | < 0.001*a |
| Drugs or Alcohol | 28 (3.41) | 3 (12) | 0.024*a | 260 (6.3) | 77 (5.8) | 0.532 |
| Dyslipidemia | 477 (58.09) | 15 (60) | 0.850 | 2055 (49.6) | 700 (52.8) | 0.047*a |
| Stroke Family History | 82 (9.98) | 5 (20) | 0.104 | 364 (8.8) | 130 (9.8) | 0.265 |
| Heart Failure | 83 (10.1) | 2 (8) | 0.730 | 453 (10.9) | 137 (10.3) | 0.531 |
| Hormonal Replacement Therapy | 11 (1.33) | 0 (0) | 0.560 | 48 (1.2) | 31 (2.3) | 0.002*a |
| Hypertension | 654 (79.65) | 21 (84) | 0.594 | 3262 (78.8) | 1044 (78.7) | 0.950 |
| Migraine | 23 (2.8) | 4 (16) | 0.001*a | 89 (2.1) | 45 (3.4) | 0.011*a |
| Obesity | 339 (41.29) | 17 (68) | 0.008*a | 1633 (39.4) | 678 (51.1) | < 0.001*a |
| Previous Stroke | 265 (32.27) | 9 (36) | 0.695 | 1134 (27.4) | 290 (21.9) | < 0.001*a |
| Previous TIA | 135 (16.44) | 5 (20) | 0.637 | 334 (8.1) | 143 (10.8) | 0.002*a |
| Prosthetic Heart Valve | 11 (1.33) | 0 (0) | 0.560 | 52 (1.3) | 10 (0.8) | 0.133 |
| Peripheral Vascular Disease | 83 (10.1) | 1 (4) | 0.314 | 321 (7.7) | 79 (6.0) | 0.029*a |
| Chronic Renal Disease | 66 (8.03) | 0 (0) | 0.140 | 368 (8.9) | 79 (6.0) | 0.001*a |
| Sickle Cell | 1 (0.12) | 0 (0) | 0.861 | 4 (0.1) | 0 (0) | 0.257 |
| Sleep Apnea | 32 (3.89) | 2 (8) | 0.304 | 125 (3.0) | 45 (3.4) | 0.495 |
| Smoker | 169 (20.58) | 5 (20) | 0.943 | 1098 (26.5) | 388 (29.2) | 0.052 |
| Medication History: No (%) | ||||||
| HTN medication | 169 (20.58) | 5 (20) | 0.828 | 2851 (68.8) | 943 (71.1) | 0.125 |
| Cholesterol Reducer | 440 (53.59) | 16 (64) | 0.304 | 1796 (43.4) | 632 (47.6) | 0.006*a |
| Diabetes medication | 260 (31.66) | 9 (36) | 0.647 | 1164 (28.1) | 331 (24.9) | 0.025*a |
| Antidepressant | 126 (15.34) | 5 (20) | 0.526 | 489 (11.8) | 222 (16.7) | < 0.001*a |
| Initial NIHSS Score: No (%) | ||||||
| 0–9 | 658 (91.13) | 19 (76) | 0.001*a | 2556 (76.3) | 773 (59.4) | < 0.001*a |
| 10–14 | 50 (6.92) | 3 (12) | 308 (9.2) | 199 (16.1) | ||
| 15–20 | 9 (1.24) | 3 (12) | 308 (9.2) | 193 (15.6) | ||
| 21–25 | 5 (0.69) | 0 (0) | 180 (5.4) | 110 (8.9) | ||
| NIHSS Score Mean ± SD | 3.36 ± 4.02 | 6.16 ± 5.46 | 0.018*b | 7.43 ± 8.11 | 10.55 ± 8.18 | < 0.001*b |
| Lab values: Mean ± SD | ||||||
| Total cholesterol (mg/dl) | 168.15 ± 43.98 | 159.45 ± 44.73 | 0.341 | 173.01 ± 53.6 | 168.66 ± 46.48 | 0.006*b |
| Triglycerides (mg/dl) | 146.1 ± 94.44 | 154.79 ± 78.82 | 0.656 | 139.25 ± 104.13 | 140.71 ± 107.94 | 0.674 |
| HDL (mg/dl) | 42.78 ± 14.33 | 43.58 ± 12.75 | 0.787 | 41.77 ± 13.91 | 41.8 ± 13.65 | 0.946 |
| LDL (mg/dl) | 98.46 ± 36.6 | 90.79 ± 35.42 | 0.312 | 105.39 ± 42.06 | 102.52 ± 39.07 | 0.029*b |
| Lipids (mg/dl) | 7.4 ± 26.61 | 6.55 ± 2 | 0.881 | 6.64 ± 2.83 | 6.25 ± 1.6 | < 0.001*b |
| Blood Glucose | 138.17 ± 76.44 | 152.16 ± 91.72 | 0.371 | 149.22 ± 82.86 | 141.29 ± 74.84 | 0.001*b |
| Serum Creatinine (mg/dl | 1.45 ± 3.5 | 1.02 ± 0.37 | 0.547 | 1.34 ± 1.27 | 1.14 ± 0.75 | < 0.001*b |
| INR | 1.19 ± 0.5 | 0.98 ± 0.06 | < 0.001*b | 1.17 ± 0.57 | 1.06 ± 0.15 | |
| Vital Signs: Mean ± SD | ||||||
| Heart Rate | 77.97 ± 14.83 | 79.6 ± 15.71 | 0.590 | 82.07 ± 18.94 | 81.81 ± 17.18 | 0.644 |
| Blood Pressure Systolic (mmHg) | 148.76 ± 27.95 | 143.6 ± 25.05 | 0.362 | 151.99 ± 30.04 | 151.31 ± 26.92 | 0.439 |
| Blood Pressure Diastolic (mmHg) | 79.24 ± 17.48 | 83.4 ± 18.56 | 0.243 | 82.29 ± 19.38 | 82.92 ± 18.3 | 0.277 |
Notes:
aPearson’s Chi-Squared test
bStudent’s T test
* P-value < 0.05
Clinical factors that were associated with rtPA for ischemic stroke population with recent-TIA. Adjusted OR < 1 denote factors that are associated with not receiving rtPA while OR > 1 denote factors that are associated with receiving rtPA. Hosmer-Lemeshow test (P = 0.016), Cox & Snell (R = 0.679). The overall classified percentage of 96.1% was applied to check for fitness of the logistic regression model. *Indicates statistical significance (P < 0.05) with a 95% confidence interval
| Demographic and clinical factors | B Value | Wald | Odds Ratio | 95% C.I. | ||
|---|---|---|---|---|---|---|
| Lower | Upper | |||||
| Increasing Age | −0.035 | 4.533 | 0.965 | 0.934 | 0.997 | 0.033* |
| Drugs or Alcohol | 1.709 | 3.854 | 5.525 | 1.003 | 30.434 | 0.05* |
| Migraine | 1.453 | 4.371 | 4.277 | 1.095 | 16.703 | 0.037* |
| Obesity | 1.001 | 3.49 | 2.722 | 0.952 | 7.784 | 0.062 |
| History of Smoking | −1.328 | 2.96 | 0.265 | 0.058 | 1.203 | 0.085 |
| NIHSS | 0.145 | 10.37 | 1.156 | 1.058 | 1.263 | 0.001* |
| INR | −2.181 | 3.82 | 0.113 | 0.013 | 1.006 | 0.051 |
Notes:
Backward Stepwise model based on Likelihood Ratio was applied
Model assumptions were fulfilled
Multicollinearity and interactions among independent variables were checked and no significant interactions were found
Hosmer-Lemeshow test (P = 0.016), Cox & Snell (R = 0.679)
Fig. 1Forest Plot representation of Table 3 for factors that are associated with the odds of inclusion or exclusion for rtPA in the TIA < 24 h group. Confidence Interval band below 1 denotes factors that are associated with not receiving rtPA while Confidence Interval band above 1 denotes factors that are associated with receiving rtPA. Confidence Interval bands that cross 1 cannot be associated with either receiving or not receiving rtPA. *Indicates statistical significance (P < 0.05) with a 95% confidence interval. ^Indicates that data were modified by taking the 5th square root
Fig. 2ROC curve associated with prediction of receiving rtPA for acute ischemic stroke population with TIA < 24 h. Higher area under the curve (AUC) values in ROC analysis indicates better discrimination of the score for the measured outcome. Classification table (overall correctly classified percentage = 96.1%) and area under the ROC curve (AUC = 0.895, 0.824–0.966) were applied to check model fitness
Clinical factors that were associated with receiving rtPA for ischemic stroke population past-TIA. Adjusted OR < 1 denote factors that are associated with not receiving rtPA while OR > 1 denote factors that are associated with receiving rtPA. Hosmer-Lemeshow test (P = 0.006), Cox & Snell (R = 0.102). The overall classified percentage of 70.2% was applied to check for fitness of the logistic regression model. *Indicates statistical significance (P < 0.05) with a 95% confidence interval
| Demographic and clinical factors | B Value | Wald | Odds Ratio | 95% C.I. | P-value | |
|---|---|---|---|---|---|---|
| Lower | Upper | |||||
| Increasing Age | −0.01 | 13.03 | 0.99 | 0.984 | 0.995 | < 0.001* |
| Female | −0.28 | 11.977 | 0.756 | 0.645 | 0.886 | 0.001* |
| Carotid Artery Stenosis | −0.469 | 6.509 | 0.626 | 0.436 | 0.897 | 0.011* |
| Diabetes | −0.247 | 8.357 | 0.781 | 0.661 | 0.924 | 0.004* |
| Drugs or Alcohol | −0.351 | 4.548 | 0.704 | 0.51 | 0.972 | 0.033* |
| HRT | 0.582 | 3.842 | 1.79 | 1 | 3.204 | 0.05* |
| Obesity | 0.451 | 31.585 | 1.57 | 1.342 | 1.838 | < 0.001* |
| History of Previous Stroke | −0.341 | 13.608 | 0.711 | 0.593 | 0.852 | < 0.001* |
| History of Previous TIA | 0.397 | 9.133 | 1.488 | 1.15 | 1.924 | 0.003* |
| NIHSS | 0.064 | 168.417 | 1.066 | 1.056 | 1.077 | < 0.001* |
| Cholesterol Reducer | 0.252 | 8.759 | 1.286 | 1.089 | 1.52 | 0.003* |
| Anti-Depressant | 0.273 | 6.029 | 1.314 | 1.057 | 1.633 | 0.014* |
| Total Cholesterol (mg/dl) | −0.002 | 6.06 | 0.998 | 0.996 | 1 | 0.014* |
| Serum Creatinine (mg/dl) | −0.176 | 10.9 | 0.838 | 0.755 | 0.931 | 0.001* |
| INR | −1.956 | 58.726 | 0.141 | 0.086 | 0.233 | < 0.001* |
| Blood Pressure Systolic (mmHg) | −0.003 | 5.471 | 0.997 | 0.994 | 0.999 | 0.019* |
Notes
Backward Stepwise model based on Likelihood Ratio was applied
Model assumptions were fulfilled
Multicollinearity and interactions among independent variables were checked and no significant interactions were found
Hosmer-Lemeshow test (P = 0.006), Cox & Snell (R = 0.102)
Fig. 3Forest Plot representation of Table 4 for factors that are associated with the odds of inclusion or exclusion for rtPA in the non-TIA < 24 h group. Confidence Interval band below 1 denotes factors that are associated with not receiving rtPA while Confidence Interval band above 1 denotes factors that are associated with receiving rtPA. Confidence Interval bands that cross 1 cannot be associated with either receiving or not receiving rtPA. *Indicates statistical significance (P < 0.05) with a 95% confidence interval. ^Indicates that data were modified by taking the 5th square root
Fig. 4ROC curve associated with prediction of receiving rtPA for acute ischemic stroke population without a TIA < 24 h. Higher area under the curve (AUC) values in ROC analysis indicates better discrimination of the score for the measured outcome. Classification table (overall correctly classified percentage = 70.2%) and area under the ROC curve (AUC = 0.704, 0.686–0.722) were applied to check model fitness