Research Article

Predictive Modeling of Short-Term Poor Prognosis of Successful Reperfusion after Endovascular Treatment in Patients with Anterior Circulation Acute Ischemic Stroke

Table 1

Baseline characteristics of all included patients.

CharacteristicTotal (n = 356)DatasetStatisticP
Training set (n = 248)Testing set (n = 108)

Age, years, Mean ± SD59.37 ± 10.7759.86 ± 10.8058.25 ± 10.69t = 1.300.195

Sex, n (%)χ2 = 0.0870.768
 Male230 (64.61)159 (64.11)71 (65.74)
 Female126 (35.39)89 (35.89)37 (34.26)

BMI, kg/m2, n (%)Z = 0.1570.875
 Underweight3 (0.84)3 (1.21)0 (0.00)
 Normal158 (44.38)109 (43.95)49 (45.37)
 Overweight168 (47.19)118 (47.58)50 (46.30)
 Obese27 (7.58)18 (7.26)9 (8.33)

Smoking history, n (%)χ2 = 1.2150.270
 No258 (72.47)184 (74.19)74 (68.52)
 Yes98 (27.53)64 (25.81)34 (31.48)

Stroke history, n (%)χ2 = 0.0350.852
 No268 (75.28)186 (75.00)82 (75.93)
 Yes88 (24.72)62 (25.00)26 (24.07)

Antiplatelet therapy history, n (%)χ2 = 0.0360.850
 No258 (72.47)179 (72.18)79 (73.15)
 Yes98 (27.53)69 (27.82)29 (26.85)

Severity of stroke, n (%)Z = 1.3720.170
 Mild133 (37.36)99 (39.92)34 (31.48)
 Moderate209 (58.71)139 (56.05)70 (64.81)
 Moderate to severe14 (3.93)10 (4.03)4 (3.70)

Level of consciousness, n (%)Z = 0.1830.855
 No328 (92.13)229 (92.34)99 (91.67)
 Mild25 (7.02)16 (6.45)9 (8.33)
 Moderate3 (0.84)3 (1.21)0 (0.00)

Baseline blood pressure
 SBP, mmHg, mean ± SD150.01 ± 24.96151.21 ± 25.10147.28 ± 24.55t = 1.370.173
 DBP, mmHg, mean ± SD87.44 ± 13.9587.35 ± 13.5387.66 ± 14.93t = −0.190.847
 MAP, mmHg, mean ± SD108.14 ± 15.69108.46 ± 15.42107.41 ± 16.35t = 0.580.561

Comorbidities, n (%)
 Diabetes mellitus, n (%)120 (33.71)84 (33.87)36 (33.33)χ2 = 0.0100.921
 Hypertension, n (%)242 (67.98)169 (68.15)73 (67.59)χ2 = 0.0110.918
 Dyslipidemia, n (%)18 (5.06)13 (5.24)5 (4.63)χ2 = 0.0590.808
 Coronary heart disease, n (%)56 (15.73)37 (14.92)19 (17.59)χ2 = 0.4060.524

Abbreviations: BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; MAP, mean arterial pressure. BMI: Underweight (BMI <18.5 kg/m2), Normal (18.5 kg/m2 ≤ BMI < 24.0 kg/m2), Overweight (24 kg/m2, BMI < 28.0 kg/m2), Obese (BMI ≥ 28 kg/m2).18.5 kg/m2), Normal (18.5 kg/m2 ≤ BMI < 24.0 kg/m2), Overweight (24 kg/m2 ≤ BMI < 28.0 kg/m2), Obese (BMI≥28 kg/m2).