Research Article

Serum Anion Gap Predicts All-Cause Mortality in Critically Ill Patients with Acute Kidney Injury: Analysis of the MIMIC-III Database

Table 1

Baseline characteristics of participants according to anion gap ().

CharacteristicAnion gap (mmol/L) value
Q1 (<12)Q2 (≥12-<14)Q3 (≥14)

Age (years)<0.001
Gender, (%)0.653
 Female1432 (42.2)1312 (43.3)2203 (42.8)
 Male1964 (57.8)1718 (56.7)2944 (57.2)
MBP (mmHg)0.316
Heart rate (beats/minute)<0.001
Respiratory rate (beats/minute)<0.001
Temperature (°C)<0.001
SPO2 (%)<0.001
Comorbidities, (%)
 Coronary artery disease719 (21.2)709 (23.4)1224 (23.8)0.015
 Congestive heart failure503 (14.8)540 (17.8)1131 (22.0)<0.001
 Atrial fibrillation774 (22.8)858 (28.3)1546 (30.0)<0.001
 Stroke224 (6.6)275 (9.1)408 (7.9)0.001
 Renal disease387 (11.4)479 (15.8)1381 (26.8)<0.001
 Liver disease470 (13.8)315 (10.4)605 (11.8)<0.001
 Respiratory failure1406 (41.4)1212 (40.0)2141 (41.6)0.339
 ARDS62 (1.8)75 (2.5)135 (2.6)0.051
Laboratory parameters
 Anion gap (mmol/L)<0.001
 Albumin (g/dL)<0.001
 Bicarbonate (mmol/L)<0.001
 Bilirubin (mg/dL)<0.001
 Creatinine (mEq/L)<0.001
 Chloride (mmol/L)<0.001
 Glucose (mg/dL)0.005
 Hematocrit (%)<0.001
 Hemoglobin (g/dL)<0.001
 Platelet (109/L)<0.001
 Sodium (mmol/L)<0.001
 Potassium (mmol/L)<0.001
 Lactate (mmol/L)<0.001
 BUN (mg/dL)<0.001
 WBC (109/L)<0.001
 PT (seconds)<0.001
 APTT (seconds)<0.001
Scoring systems
 SOFA<0.001
 SAPSII<0.001
AKI stage, (%)<0.001
 Stage 1838 (24.7)727 (24.0)1011 (19.6)
 Stage 2705 (20.8)550 (18.2)689 (13.4)
 Stage 31853 (54.6)1753 (57.9)3447 (67.0)
Renal replacement therapy, (%)154 (4.5)209 (6.9)1120 (21.8)<0.001
ICU LOS (days)<0.001
30-day mortality, (%)516 (15.2)512 (16.9)1361 (26.4)<0.001
90-day mortality, (%)737 (21.7)729 (24.1)1796 (34.9)<0.001
365-day mortality, (%)1058 (31.2)1057 (34.9)2305 (44.8)<0.001

MBP: mean blood pressure; ARDS: acute respiratory distress syndrome; BUN: blood urea nitrogen; WBC: white blood cell; PT: prothrombin time; APTT: activated partial thromboplastin time; SOFA: sequential organ failure assessment; SAPSII: simplified acute physiology score II; AKI: acute kidney injury; ICU: intensive care unit; LOS: length of stay.