Table 2 Characteristics of the 1,381 patients with acute kidney injury requiring dialysis categorized by renal recovery.

From: Predictive approach for liberation from acute dialysis in ICU patients using interpretable machine learning

 

All

(N = 1,381)

Recovery

(N = 378)

Nonrecovery

(N = 1,003)

p value*

Basic characteristics

 Age, years

68.0 (58.0–79.0)

66.0(52.0–79.0)

69.0(59.0–79.0)

 < 0.01

 Male

855 (61.9%)

236 (62.4%)

619 (61.7%)

0.81

 BMI, kg/m2

24.5 (21.4–28.0)

24.3 (21.1–27.4)

24.6 (21.6–28.1)

0.69

Comorbidities at admission

 Charlson comorbidity index

3 (2–5)

2 (1–4)

4 (2–6)

 < 0.01

 Renal disease

773 (56.0%)

170 (45.0%)

603 (60.1%)

 < 0.01

 Any malignancy

419 (30.1%)

79 (20.6%)

340 (33.6%)

 < 0.01

 Diabetes

570 (41.3%)

147 (38.9%)

423 (42.2%)

0.27

 Congestive heart failure

360 (26.1%)

84 (22.2%)

276 (27.5%)

0.05

 Coronary artery disease

269 (19.5%)

69 (18.3%)

200 (19.9%)

0.48

 Hypertension

494 (35.8%)

117 (31%)

377 (37.6%)

0.02

Admission characteristics

 Medical ICU

993 (71.9%)

271 (71.7%)

722 (72.0%)

0.91

 Emergent or scheduled surgery

177 (12.8%)

62 (16.4%)

115 (11.5%)

0.01

 APACHE-II score

29 (24–33)

28.5 (22–32)

30 (24–34)

 < 0.01

 SOFA

11 (8–13)

10 (7–13)

11 (8–13)

 < 0.01

 Use of ventilator

1234 (89.4%)

329 (87.0%)

905 (90.2%)

0.09

 Use of vasopressor

1060 (76.8%)

278 (73.5%)

782 (78.0%)

0.08

Vital signs

 Systolic BP (mmHg)

118.7 (103.0–138.0)

126.3 (110.8–141.7)

116.3 (99.3–135.2)

 < 0.01

 Diastolic BP (mmHg)

64.3 (54.3–75.0)

69.7 (59.7–79.0)

63.0 (52.2–73.3)

 < 0.01

 Pulse pressure (mmHg)

53.0 (40.0–67.7)

56.0 (42.7–69.9)

52.0 (38.7–66.8)

 < 0.01

 Oximetry (%)

97.7 (95.3–99.3)

98.7 (96.8–99.7)

97.3 (94.7–99.3)

 < 0.01

 Respiiratory rate

18.7 (16.0–22.7)

18.0 (16.0–20.3)

19.0 (16.0–23.7)

 < 0.01

 Pulse rate

86.7 (74.7–100.7)

86.2 (73.5–97.9)

87.3 (74.7–101.7)

0.28

 Body temperature (℃)

36.3 (35.9–36.7)

36.4 (36.2–36.8)

36.3 (35.8–36.6)

 < 0.01

Laboratory values

 WBC (103/μL)

11.0 (7.5–16.6)

11.6 (7.9–15.8)

10.6 (7.4–16.9)

0.62

 BUN (mg/dL)

56.0 (32.0–85.0)

51.5 (32.0–80.0)

58.0 (32.0–88.0)

0.04

 Creatinine (mg/dL)

3.3 (1.9–5.1)

2.9 (1.6–4.6)

3.5 (2–5.4)

 < 0.01

 Lactate (mg/dL)

13.3 (8.3–25.1)

11.8 (8.3–17.8)

14.6 (8.3–32.4)

 < 0.01

 PHA

7.4 (7.4–7.4)

7.4 (7.4–7.5)

7.4 (7.3–7.4)

 < 0.01

Patients status at dialysis initiation

 Days from ICU admission to dialysis (day)

1.4 (0.4–4.2)

1.1 (0.3–3.4)

1.6 (0.5–4.7)

 < 0.01

 AKI defined based by Cr (Label_Cr)

1107 (80.2%)

302 (79.9%)

805(80.3%)

0.88

 AKI defined based by urine (Label_Ur)

1143 (82.8%)

272 (72.0%)

871 (86.8%)

 < 0.01

 Fluid balance since ICU admission (L)

4.9 (1.2–14.4)

4.4 (1.0–12.4)

5.2 (1.4–15.4)

0.06

 CRRT

236 (17.1%)

58 (15.4%)

178 (17.8%)

0.29

Contributing factors of AKI

 Contrast medium

443 (32.1%)

128 (33.9%)

315 (31.4%)

0.38

 Post-operative AKI

228 (16.5%)

75 (19.8%)

153 (15.3%)

0.04

 Sepsis or septic shock

720 (52.1%)

198 (52.4%)

522 (52.0%)

0.91

 Major bleeding/hypoperfusion

364 (26.4%)

97 (25.7%)

267 (26.6%)

0.72

Outcomes

 ICU stay, days

12.7 (6.1–23.1)

14.7 (7.8–26.0)

12.0 (5.6–22.2)

 < 0.01

 Hospital stay, days

25.0 (13.8–32.8)

30.5 (20.1–35.0)

22.6 (12.0–31.8)

 < 0.01

 90-day mortality

794 (57.5%)

50 (13.2%)

744 (74.2%)

 < 0.01

 1-year mortality

911 (66.0%)

113 (29.9%)

798 (79.6%)

 < 0.01

  1. Results displayed either as median (interquartile range) or count (%).
  2. AKI, acute kidney injury; APACHE-II, acute physiology and chronic health evaluation II; BMI, body mass index; BP, blood pressure; CRRT, continuous renal replacement therapy; ICU, intensive care unit; PHA, pH in arterial blood gas; SOFA, sequential organ failure assessment.
  3. * Chi-square test or Mann–Whitney U test as appropriate.