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Table 1 Baseline characteristics

From: Research on the development of an intelligent prediction model for blood pressure variability during hemodialysis

 

Training and internal validation cohort (n = 218)

External validation cohort (n = 40)

All cohort (n = 258)

Male(n;%)

141; 64.68%

21; 52.50%

162; 62.79%

Female(n;%)

77; 35.32%

19; 47.50%

96; 37.21%

Age(year)

61.8 ± 14.21

61.7 ± 11.21

61.77 ± 13.36

Height(cm)

165.57 ± 8.64

163.38 ± 9.03

164.9 ± 8.82

Pre-dialysis weight(kg)

60.53 ± 12.78

58.98 ± 11.07

60.06 ± 12.3

BMI(kg/m2)

21.98 ± 3.66

21.97 ± 2.92

21.98 ± 3.45

CGN(chronic glomerulonephritis)(n;%)

97; 44.50%

23; 57.50%

120; 46.51%

HTN(hypertension)(n;%)

162; 74.31%

40; 100.00%

202; 78.29%

DM(diabetes mellitus)(n;%)

33; 15.14%

8; 20.00%

41; 15.89%

Gout(n;%)

14; 6.42%

3; 7.50%

17; 6.59%

Others(n;%)

113; 51.83%

17; 42.50%

130; 50.39%

Pre-dialysis heart rate

77.69 ± 13.58

73.43 ± 12.29

76.39 ± 13.34

Pre-dialysis SBP(mmHg)

145.01 ± 23.59

150.25 ± 21.53

146.61 ± 23.11

Pre-dialysis DBP(mmHg)

75.09 ± 13.53

81.25 ± 13.05

76.97 ± 13.68

1-hour SBP(mmHg)

137.89 ± 22.52

140.22 ± 20.23

138.61 ± 21.87

2-hour SBP(mmHg)

135.69 ± 22.49

139.53 ± 19.73

136.87 ± 21.76

3-hour SBP(mmHg)

135.5 ± 23.11

139.40 ± 20.05

136.69 ± 22.29

4-hour SBP(mmHg)

132.26 ± 23.76

136.65 ± 20.30

133.60 ± 22.85

1-hour DBP(mmHg)

74.13 ± 13.05

78.57 ± 12.94

75.49 ± 13.18

2-hour DBP(mmHg)

74.78 ± 13.36

79.10 ± 12.59

76.10 ± 13.28

3-hour DBP(mmHg)

75.42 ± 13.62

79.72 ± 12.75

76.73 ± 13.51

4-hour DBP(mmHg)

74.65 ± 14.01

78.84 ± 12.67

75.93 ± 13.75

Pre-dialysis MAP(mmHg)

98.39 ± 14.22

104.25 ± 14.06

100.18 ± 14.42

1-hour MAP(mmHg)

95.38 ± 13.90

99.12 ± 14.15

96.53 ± 14.08

2-hour MAP(mmHg)

95.08 ± 14.37

99.24 ± 13.75

96.36 ± 14.31

3-hour MAP(mmHg)

95.44 ± 14.73

99.61 ± 13.95

96.72 ± 14.62

4-hour MAP(mmHg)

93.85 ± 15.30

98.11 ± 14.00

95.16 ± 15.05

WBC(white blood cell)(*10^9/L)

6.18 ± 2.08

5.31 ± 1.33

5.91 ± 1.92

Hb(hemoglobin)(g/L)

110.31 ± 17.75

108.40 ± 13.95

109.72 ± 16.70

Hct(hematocrit)(%)

33.7 ± 5.28

33.88 ± 4.32

33.76 ± 5.01

Plt(platelet)(*10^9/L)

185.72 ± 56.27

167.05 ± 51.29

180.01 ± 55.46

Alb(albumin)(g/L)

38.3 ± 4.40

38.48 ± 3.33

38.35 ± 4.10

Ca(calcium)(mmol/L)

2.27 ± 0.23

2.33 ± 0.24

2.29 ± 0.23

K(potassium)(mmol/L)

4.63 ± 0.80

5.01 ± 0.95

4.74 ± 0.87

P(phosphorus)(mmol/L)

1.67 ± 0.58

1.81 ± 0.58

1.71 ± 0.58

Na(sodium)(mmol/L)

138.89 ± 3.23

139.59 ± 11.79

139.11 ± 7.06

KT/V(urea clearance index)

1.57 ± 0.56

1.51 ± 0.26

1.55 ± 0.49

URR(urea reduction ratio)

0.71 ± 0.08

71.28 ± 6.72

22.30 ± 32.73

CTR(cardiothoracic ratio)

0.49 ± 0.05

0.55 ± 0.06

0.51 ± 0.06

LVMI(left ventricular mass index)(g/m2)

101.52 ± 42.20

49.39 ± 30.36

85.57 ± 45.77

DW(dry weight)(kg)

57.9 ± 12.48

57.60 ± 11.35

57.81 ± 12.14

UFV(ultrafiltration volume)(L)

2.63 ± 1.01

2.63 ± 0.85

2.63 ± 0.96

UFR(ultrafiltration rate)(%)

0.66 ± 0.25

0.66 ± 0.22

0.66 ± 0.24

DF(dialysis frequency)(per week)

2.8 ± 0.52

3.97 ± 0.13

3.16 ± 0.70

DD(dialysis duration)(h)

3.98 ± 0.14

3.97 ± 0.13

3.98 ± 0.13

  1. SBP: Systolic blood pressure; DBP: Diastolic blood pressure; MAP: Mean arterial pressure