Skip to main content

Table 1 Characteristics between fluid responsive and non-responsive groups

From: Machine learning for the prediction of volume responsiveness in patients with oliguric acute kidney injury in critical care

Variables

Volume unresponsive (n = 4226)

Volume responsive (n = 2456)

p value

Demographic variables

 Gender male, n (%)

2203 (52.1)

1495 (60.9)

< 0.001

 Age (mean (SD))

68.81 (15.14)

63.82 (16.67)

< 0.001

Ethnicity, n (%)

  

0.013

 Asian

58 (1.4)

45 (1.8)

 

 Black

351 (8.3)

197 (8.0)

 

 Hispanic

94 (2.2)

83 (3.4)

 

 Unknown

517 (12.2)

326 (13.3)

 

 White

3206 (75.9)

1805 (73.5)

 

Admission type (%)

  

< 0.001

 Elective

656 (15.5)

485 (19.7)

 

 Emergency

3454 (81.7)

1908 (77.7)

 

 Urgent

116 (2.7)

63 (2.6)

 

Elective surgery, n (%)

574 (13.6)

448 (18.2)

< 0.001

ICU type (%)

  

< 0.001

 CCU

391 (9.3)

180 (7.3)

 

 CSRU

619 (14.6)

646 (26.3)

 

 MICU

1939 (45.9)

932 (37.9)

 

 SICU

771 (18.2)

385 (15.7)

 

 TSICU

506 (12.0)

313 (12.7)

 

Vasopressor, n (%)

1266 (30.0)

561 (22.8)

< 0.001

Infection, n (%)

2639 (62.4)

1168 (47.6)

< 0.001

Mechanical ventilation, n (%)

1804 (42.7)

768 (31.3)

< 0.001

Serum laboratory variables, mean (SD) if not otherwise specified

 Serum creatinine (μmol/l)

1.74 (1.50)

1.26 (0.98)

< 0.001

 Maximum glucose (mg/dl)

186.32 (99.16)

180.38 (85.71)

0.013

 Minimum bicarbonate (mmol/l)

20.82 (5.41)

22.24 (4.32)

< 0.001

 Maximum bilirubin (mg/dl, median [IQR])

0.80 [0.50, 1.90]

0.70 [0.40, 1.30]

< 0.001

 Maximum bicarbonate (mmol/l)

23.80 (4.94)

24.88 (3.97)

< 0.001

 Minimum chloride (mmol/l)

102.93 (6.65)

102.63 (6.16)

0.062

 Maximum chloride (mmol/l)

107.94 (6.69)

108.28 (5.85)

0.036

 Minimum hematocrit (%)

28.76 (5.98)

28.46 (6.21)

0.052

 Maximum hematocrit (%)

35.14 (5.69)

35.93 (5.79)

< 0.001

 Maximum lactate (mmol/l)

3.30 (2.85)

2.75 (1.90)

< 0.001

 Minimum platelet (×109/l, median [IQR])

181.00 [120.25, 253.75]

178.00 [128.00, 240.00]

0.479

 Maximum potassium (mmol/l)

4.80 (0.94)

4.78 (0.96)

0.444

 Maximum aPTT (median [IQR])

34.20 [28.42, 47.80]

32.50 [27.50, 40.60]

< 0.001

 Maximum INR

1.89 (1.82)

1.59 (1.02)

< 0.001

 Minimum sodium (mmol/l)

136.42 (5.92)

136.23 (5.34)

0.210

 Maximum sodium (mmol/l)

140.20 (5.57)

140.23 (4.42)

0.850

 Maximum BUN (median [IQR])

28.00 [19.00, 45.00]

20.00 [14.00, 30.00]

< 0.001

 Minimum WBC (×109/l)

11.67 (7.68)

10.61 (6.48)

< 0.001

 Maximum WBC (×109/l)

15.77 (10.08)

14.62 (9.69)

< 0.001

 Minimum albumin (g/dl)

2.83 (0.66)

3.03 (0.63)

< 0.001

Vital signs, mean (SD)

 Maximum heart rate (/min)

106.76 (22.48)

105.97 (19.98)

0.147

 Minimum systolic BP (mmHg)

85.09 (18.03)

89.16 (16.46)

< 0.001

 Minimum diastolic BP (mmHg)

40.38 (11.69)

43.60 (10.97)

< 0.001

 Maximum respiratory rate (/min)

28.17 (6.75)

27.52 (6.57)

< 0.001

 Maximum temperature (°C)

37.48 (0.88)

37.64 (0.76)

< 0.001

Urinary biomarkers, mean (SD)

 Urinary pH

5.66 (0.79)

5.78 (0.86)

< 0.001

 Urinary creatinine (mg/dl)

132.51 (79.89)

111.61 (73.01)

< 0.001

  1. Abbreviations: ICU intensive care unit, BP blood pressure, CCU coronary artery unit, CSRU cardiac surgery recovery unit, MICU medical ICU, SICU surgical ICU, TSICU trauma-neuro surgical ICU, SD standard deviation, IQR interquartile range, pH potential hydrogen, aPTT activated partial thromboplastin time, WBC white blood cell count