Table 1 Demographic and clinical characteristics of COVID-19 patients with Acute Kidney Injury at hospital admission.

From: Development of a prediction score for in-hospital mortality in COVID-19 patients with acute kidney injury: a machine learning approach

Variable

General N = 870

Non-survival N = 544

Survival N = 326

p

Male sex (%)

595 (69)

383 (71)

212 (65)

0.1

Age

63 2 ± 14.8

65.1 ± 13.8

59.2 ± 16.1

0.0001

Comorbidities (%)

 Cardiovascular disease

135(15.5)

94 (17.3)

41 (12.6)

0.038

 Obesity

278 (31.9)

199 (36.6)

79 (24.2)

0.0001

Condition at admission n (%)

 Mild

121 (13.9)

36 (6.6)

85 (26.2)

0.0001

 Moderate

384 (44.1)

237 (43.6)

147 (45.2)

 

 Severe

363 (41.7)

270 (49.7)

93 (28.6)

 

Laboratory exams at hospital admission

 White blood cell count (mm3)

11,807 ± 5518

12,607 ± 6578

10,439 ± 2585

0.0001

 Lymphocytes/mm3

862 ± 258

850 ± 201

871 ± 287

0.02

 Ferritine (ng/ml)

1285 ± 1021

1435 ± 1126

1055 ± 1022

0.0001

 CK (U/L)

411 (289–534)

744 (576 -1433)

414(227–602)

0.004

 D-Dimer (ng/mL)

1,132 ± 310

1,298 ± 337

1,030 ± 202

0.5

 Time from COVID symptoms to hospitalization (days)

4.0 (1.0–6.0)

2 (0.0–3.0)

5.0 (1.0–6.0)

0.18

 Hospital-acquired AKI n (%)

547 (62.8)

399 (74.0)

148 (48.2)

0.0001

Cause of AKI n (%)

 Hypovolemia

311 (35.7)

156 (28.7)

155 (47.59

0.0001

 MODS SARS-CoV2

515 (59.2)

376 (69.1)

139 (42.6)

0.0001

 MODS sepsis

254 (29.2)

207 (38.1)

47 (14.4)

0.0001

 Nephrotoxic drugs

182 (20.9)

99 (18.2)

83 (25.5)

0.007

Oliguric AKI (%)

336 (38.6)

259 (48.3)

77 (25.0)

0.0001

Scr peak mg/dL

3.88 (2.5–5.1)

4.30 (2.9–6.3)

3.17 (2.1–4.1)

0.0001

Kidney replacement therapy (%)

402 (46.2)

315 (58.0)

87 (27.0)

0.0001

Non-recovery of renal function

533 (61.3)

462 (88.5)

71 (23.7)

0.0001

Duration of kidney replacement therapy (days)

12.4 (6.89–16.90)

8.19 (4.98—10.12)

16.5 (11.7–21.20

0.0001

Admission to ICU (%)

622 (71.5)

484 (88.9)

138 (42.3)

0.0001

Mechanical ventilation (%)

628 (72.2)

492 (90.6)

136 (42.1)

0.0001

Use of vasopressors (%)

527 (60)

432 (82)

95 (29)

0.0001

Minimum PaO2/FiO2

159 ± 66

140 ± 46

190 ± 82

0.0001

New onset of proteinuria

163 (18.7)

106 (32.8)

57 (24.1)

0.015

New onset of hematuria

133(15.3)

101 (30.9)

32 (13.7)

0.0001

Last available Scr mg/dL

3.18(1.54–3.83)

3.74(1.74–4.02)

2.17(1.31–2.90)

0.0001

Complications (%)

 Sepsis

439 (50.4)

360 (67.2)

79 (25.1)

0.0001

 Infection

76 (8.73)

22 (4.3)

54 (17.4)

0.0001

 other complications

161 (18.5)

51 (9.9)

110 (34.9)

0.0001

Hospital stay (days)

19.6 (13.8–23.9)

16.2 (12.6–18.5)

21.6 (15.5–26.1)

0.0001

Time from COVID symptoms to AKI (days)

5.0 (1.0–8.0)

4 (1.0–6.0)

7.0 (0.0–3.5)

0.18

  1. CK: creatinophosphokinase; AKI: acute kidney injury; ICU: intensive care unit; MODS: multiple organs disfunction syndrome; Scr: serum creatinine.