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. Author manuscript; available in PMC: 2019 May 31.
Published in final edited form as: Nephron. 2018 May 31;140(2):99–104. doi: 10.1159/000490119

Table 1B.

Variables included in clinical risk prediction models for AKI in the ICU: comparison across models

Kashani et al., 201311 Malhotra et al., 201713 Flechet et al., 201714#

Demographics and comorbidities

Agea X   X
Gender    
Race  
BMI >30 kg/m2  
Baseline SCr X
CKDb X X
Diabetes mellitus X   X
Hypertension X X
Congestive heart failure   X
Chronic liver disease X X
Chronic lung disease  
Cardiovascular disease X
Cancer      
HIV  
Drug abuse  

Acute severity-of-illness variables

Planned vs unplanned ICU admission X
Surgical vs medical X
Major surgery      
Sepsis X X X
Burns or trauma    
Mechanical ventilation X
Serum albumin  
Anemiac   X
Nephrotoxin exposured X X  
IV or IA radiocontrast exposure  
Blood pH ≤7.30 X
Blood glucose on ICU admission   X
Hemodynamic supporte     X
SCr at time of enrollment/ICU Day 1 X X
APACHE II or III score on Day 1 X X
Serum lactate on Day 1 X
Serum bilirubin on Day 1   X
Total hours in ICU on Day 1 X

Blue and red boxes indicate variables that were assessed and were (blue) or were not (red) significant predictors of AKI in the final model; white boxes indicate that the variable was not assessed in the study. “X” denotes that the clinical parameter was included in the final model.

APACHE = Acute Physiologic Assessment and Chronic Health Evaluation; BMI = body mass index; CKD = chronic kidney disease; HIV = human immunodeficiency virus; IA = intra-arterial; ICU = intensive care unit; IV = intravenous; SCr = serum creatinine.

#

Based on “Day 1 model” only.

a

Age >70 years (Malhotra et al.); used as a continuous variable in the other 2 studies.

b

Recorded from the patient’s medical history (Kashani et al.); defined as eGFR <60 ml/min/1.73m2, calculated using the CKD Epidemiology Collaboration equation (Malhotra et al.).

c

Hematocrit <30% (Kashani et al.); Hemoglobin <9 mg/dL or hematocrit <27% (Malhotra et al.).

d

Exposure to any of the following drugs within 5 days prior to and including the day of enrollment: NSAIDs, ACE inhibitors, Angiotensin II receptor blockers, calcineurin inhibitors, beta-lactam antibiotics, aminoglycosides, vancomycin, acyclovir, amphotericin, allopurinol, colistin (Kashani et al.); exposure within 7 days prior to ICU admission to IV or IA radiocontrast, ≥3 nephrotoxins (amphotericin, aminoglycosides, chemotherapy, anti-retroviral drugs, or NSAIDs), or ≥3 days of aminoglycosides (Malhotra et al.); exposure to nephrotoxins as a category was not evaluated by Flechet et al., but the following individual medication exposures during the first day of ICU stay were examined, and none was a significant predictor of AKI in the final model: vancomycin, aminoglycosides, anti-retrovirals, beta-lactam antibiotics, diuretics, calcineurin inhibitors, antifungals, NSAIDs, ACE inhibitors, and IV or IA radiocontrast.

e

Hypotension (MAP <70 mmHg) within five days prior to and including the day of enrollment (Kashani et al.); MAP <70 mmHg or use of any vasopressor (Malhotra et al.); mechanical or pharmacological hemodynamic support (Flechet et al.).