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Table 4 Univariate Analysis in the DC Using the MI Dataset

From: The hemorrhagic transformation index score: a prediction tool in middle cerebral artery ischemic stroke

 

Any HT (n = 126)

No HT (n = 409)

OR (95% CI)

p-Value

FMI

RIV

RE

Clinical data, median (IQR)

 Age (y)

74 (62–79)

70 (60–77)

1.016 (0.998–1.034)

0.077

0

0

1

 DBP (mm Hg)

90 (80–100)

90 (80–100)

0.992 (0.979–1.005)

0.217

0

0

1

 Height (m)

1.65 (1.6–1.7)

1.66 (1.6–1.73)

0.983 (0.961–1.006)

0.138

0

0

1

 Male sex, n (%)

60 (47.6)

229 (56)

0.715 (0.479–1.066)

0.1

0

0

1

 NIHSS

20 (14–23)

6 (3–10)

1.253 (1.206–1.302)

<0.001

0

0

1

 Pulse rate (bpm)

80 (74–88)

78 (72–80)

1.037 (1.021–1.053)

<0.001

0

0

1

 SBP (mm Hg)

155 (140–180)

160 (140–179)

0.999 (0.992–1.006)

0.683

0

0

1

 Temperature (°C)

36.6 (36.4–36.7)

36.6 (36.4–36.6)

1.658 (0.904–3.041)

0.102

0

0

1

 Weight (kg)

76 (65–90)

79.5 (70–87)

0.998 (0.986–1.01)

0.759

0

0

1

Risk factors, n (%)

 Acute myocardial infarction

16 (12.6)

9 (2.2)

6.39 (2.75–14.851)

<0.001

0

0

1

 AF history

81 (63.8)

129 (31.6)

3.808 (2.508–5.783)

<0.001

0

0

1

 Alcohol abuse

11 (8.7)

51 (12.5)

0.664 (0.335–1.316)

0.241

0

0

1

 Atherosclerosis

124 (97.6)

404 (99)

0.409 (0.09–1.853)

0.246

0

0

1

 Bleeding history

9 (7.1)

32 (7.8)

1.116 (0.518–2.405)

0.78

0

0

1

 Chronic heart failure

24 (18.4)

38 (9.3)

0.441 (0.253–0.768)

0.004

0

0

1

 Chronic liver failure

1 (0.8)

4 (1)

0.802 (0.89–7.237)

0.844

0

0

1

 Chronic renal failure

7 (5.5)

13 (3.2)

1.772 (0.691–4.543)

0.233

0

0

1

 Coronary artery disease

56 (44.1)

135 (33.1)

1.595 (1.062–2.395)

0.024

0

0

1

 Diabetes mellitus

39 (30.7)

103 (25.2)

1.312 (0.847–2.034)

0.224

0

0

1

 Dyslipidemia

41 (32.3)

175 (42.9)

0.635 (0.417–0.967)

0.034

0

0

1

 Hypertension

118 (92.9)

379 (92.9)

0.997 (0.459–2.166)

0.994

0

0

1

 Malignancy

4 (3.1)

6 (1.5)

2.179 (0.605–7.846)

0.233

0

0

1

 Previous TIA/stroke

51 (40.2)

170 (41.7)

0.939 (0.626–1.41)

0.763

0

0

1

 Seizures at onset

0 (0)

10 (2.5)

–

0.075a

0

0

1

Brain CT, n (%)

 ASPECTS, median (IQR)

4 (1–6)

8 (7–9)

0.499 (0.44–0.567)

<0.001

0

0

1

 HMCA sign

88 (69.3)

54 (13.2)

14.792 (9.213–23.749)

<0.001

0

0

1

 Leukoaraiosis

87 (68.5)

260 (63.7)

1.238 (0.809–1.894)

0.325

0

0

1

 Left hemispheric stroke

73 (58)

213 (52)

1.291 (0.863–1.931)

0.214

0

0

1

 Right hemispheric stroke

53 (42)

181 (44.3)

0.898 (0.6–1.344)

0.602

0

0

1

 Bihemispheric stroke

0 (0)

15 (3.7)

–

0.028a

0

0

1

Stroke cause, n (%)

 Large-artery atherosclerosis

41 (32.5)

171 (41.8)

0.671 (0.441–1.023)

0.064

0

0

1

 Cardioembolism

79 (62.7)

146 (35.7)

3.028 (2.002–4.58)

<0.001

0

0

1

 Small-vessel occlusion

0 (0)

79 (19.3)

–

<0.001a

0

0

1

 Other determined etiology

1 (0.8)

6 (1.5)

0.537 (0.064–4.506)

0.567

0

0

1

 Undetermined etiology

5 (4)

7 (1.7)

2.373 (0.74–7.612)

0.146

0

0

1

LVEF (%), n = 120/366, median (IQR)

55 (46.25–59)

58 (53–61.25)

0.957 (0.938–0.975)

<0.001

0.026

0.027

0.998

Chest X-ray, n (%)

 Aortic atherosclerosis

114 (89.8)

348 (85.3)

1.512 (0.801–2.85)

0.203

0

0

1

 Cardiomegaly

109 (85.8)

292 (71.6)

2.406 (1.398–4.141)

0.002

0

0

1

 Normal chest X-ray

3 (2.4)

25 (6.1)

0.371 (0.11–1.249)

0.109

0

0

1

 Pleural effusion

25 (19.7)

37 (9.1)

2.458 (1.414–4.271)

0.001

0

0

1

 Pneumonia

21 (16.5)

27 (6.6)

2.796 (1.52–5.143)

0.001

0

0

1

 Pulmonary congestion

78 (61.4)

137 (33.6)

3.149 (2.085–4.755)

<0.001

0

0

1

ECG, n (%)

 AF rhythm

70 (55.1)

94 (23)

4.102 (2.699–6.236)

<0.001

0

0

1

 HR (bpm), median (IQR)

90 (73–107)

75 (65.25–88)

1.034 (1.023–1.045)

<0.001

0

0

1

 Normal ECG

3 (2.4)

23 (5.6)

0.405 (0.12–1.372)

0.146

0

0

1

 Other changes

68 (53.5)

191 (46.8)

1.309 (0.878–1.952)

0.186

0

0

1

Blood tests, median (IQR)

 Albumin (g/L), n = 122/391

40.4 (38.4–42.8)

41.2 (38.7–43.2)

0.957 (0.905–1.012)

0.124

0.026

0.026

0.998

 ALT (IU/L), n = 126/404

19 (15–29)

20 (14–27.5)

1.001 (0.992–1.01)

0.849

0.001

0.001

1

 APPT (s)

31.7 (28.1–35.1)

32.2 (29–35.4)

0.993 (0.97–1.015)

0.52

0

0

1

 AST (IU/L), n = 120/375

27 (20.4–32)

23 (18–30.3)

1.001 (0.995–1.008)

0.697

0.031

0.032

0.998

 Bilirubin, total (μmol/L), n = 117/380

14.04 (9.3–19.6)

10.9 (8.1–15.4)

1.043 (1.018–1.068)

0.001

0.067

0.071

0.996

 Creatinine (μmol/L)

89 (77.7–104.9)

91 (79.9–106.7)

0.998 (0.991–1.006)

0.638

0

0

1

 Cholesterol, total (mmol/L), n = 113/354

4.8 (4–5.8)

5.2 (4.4–5.9)

0.805 (0.676–0.96)

0.016

0.038

0.039

0.998

 Fibrinogen (g/L), n = 121/381

3.5 (2.7–4.4)

3.11 (2.6–3.9)

1.266 (1.087–1.475)

0.002

0.04

0.041

0.997

 Glucose (mmol/L)

7.5 (6.4–9.7)

6.6 (5.8–7.9)

1.061 (1.009–1.117)

0.021

0

0

1

 Hematocrit, n = 126/407

0.43 (0.38–0.46)

0.42 (0.38–0.46)

0.993 (0.958–1.029)

0.679

0

0

1

 Hemoglobin (g/L)

141 (127–152)

141 (128.625–153)

0.997 (0.987–1.006)

0.515

0

0

1

 INR

1.06 (0.98–1.15)

1.04 (0.95–1.12)

0.919 (0.467–1.808)

0.808

0

0

1

 Platelet count (×109 cells/L)

236 (186–286)

248 (206–309)

0.998 (0.995–1)

0.048

0

0

1

 Potassium (mmol/L), n = 126/404

4 (3.7–4.3)

4 (3.6–4.2)

1.247 (0.862–1.802)

0.241

0.009

0.009

0.999

 Protein, total (g/L), n = 126/397

67.6 (64–71.2)

68 (64.8–71.7)

0.987 (0.953–1.021)

0.444

0.006

0.006

1

 PT (s), n = 126/405

12.2 (11.3–13.8)

11.8 (10.8–16.1)

0.976 (0.932–1.022)

0.305

0.002

0.002

1

 RBC (×1012 cells/L)

4.64 (4.23–5.01)

4.63 (4.3–4.97)

0.941 (0.664–1.332)

0.73

0

0

1

 Sodium (mmol/L), n = 126/404

139.3 (138–141.9)

139.5 (138–141.3)

1.015 (0.957–1.077)

0.624

0.011

0.011

0.999

 Urea (mmol/L), n = 126/406

6.36 (5.2–8.5)

5.81 (4.5–7.3)

1.089 (1.02–1.161)

0.01

0

0

1

 WBC (×109 cells/L)

8.8 (6.6–11.4)

7.8 (6.5–9.3)

1.145 (1.071–1.225)

<0.001

0

0

1

Antithrombotic medication, n (%)

 Anticoagulant

5 (4)

23 (5.6)

0.693 (0.258–1.863)

0.468

0

0

1

 Antiplatelet

68 (54)

322 (78.7)

0.317 (0.208–0.483)

<0.001

0

0

1

 Anticoagulant + antiplatelet

29 (23)

37 (9.1)

3.006 (1.76–5.132)

<0.001

0

0

1

 IV rtPA

24 (19)

27 (6.6)

3.329 (1.842–6.015)

<0.001

0

0

1

  1. Note: aPerfect predictor. Instead of BLR, Pearson χ2 test was used