From: Predicting chronic kidney disease progression with artificial intelligence
Predictor | All | Stage Progression | Decrease in eGFR | RRT |
---|---|---|---|---|
N = 1466 | n = 386 | n = 268 | n = 56 | |
Sex (%F) | 59.70% | 52.07% | 51.12% | 42.86% |
Stratum | ||||
Low (1–2) % | 4.42% | 4.40% | 4.47% | 1.78% |
Mid-level (3–4) % | 90.61% | 89.38% | 88.44% | 94.65% |
High (5–6) % | 4.97% | 6.22% | 7.09% | 3.57% |
Region Bogotá % | 63.64% | 65.54% | 65.29% | 71.44% |
Eastern % | 5.52% | 6.99% | 6.71% | 10.71% |
Central % | 13.17% | 8.55% | 6.35% | 7.14% |
Pacific % | 11.36% | 12.44% | 15.30% | 3.57% |
Caribbean % | 6.23% | 6.48% | 6.35% | 7.14% |
Other | 0.08% | 0% | 0% | 0% |
Marital Status | ||||
Married % | 45.35% | 43.26% | 41.42% | 53.57% |
Unmarried % | 54.65% | 56.74% | 58.58% | 46.43% |
Age (IQR) | 77 (72–81) | 77 (71–81) | 76 (71–80) | 66 (57–73) |
Lab tests (IQR) | ||||
eGFR mL/min/1.73 m2 | 48.78 (40.18–55.20) | 47.11 (37.22–53.02) | 43.34 (32.44–53.01) | 22.62 (15.53–30.33) |
Triglycerides mg/dL | 133.95 (102–180.12) | 138.2 (104–192.72) | 134.1 (105–191.42) | 162.1 (112.57–239.32) |
Hemoglobin gr/dL | 14.1 (12.8–15.1) | 13.9 (12.5–15.1) | 12.35 (11.07–14.5) | |
Creatinine mg/dL | 1.24 (1.05–1.47) | 1.32 (1.11–1.54) | 1.36 (1.16–1.84) | 2.58 (1.99–3.22) |
Potassium mg/dL | 4.52 (4.23–4.88) | 4.58 (4.24–4.96) | 4.61 (4.22–5.01) | 4.93 (4.42–5.35) |
Cholesterol HDL mg/dL | 49.95 (40.79–60.1) | 48.3 (39.4–59.3) | 47.65 (38.87–56.8) | 43.75 (36.41–52.57) |
Cholesterol LDL mg/dL | 102.21 (79.19–127.53) | 102.68 (77.04–126.05) | 97.58 (73.75–124.07) | 99.28 (75.49–132.49) |
Comorbidities | ||||
Diabetes | 24.68% | 31.60% | 36.19% | 44.64% |
Hypertension | 92.90% | 88.08% | 87.31% | 75% |
Anemia | 3.85% | 4.40% | 5.22% | 3.57% |
Coronary disease. | 18.14% | 20.72% | 22.39% | 16.07% |
Cerebrovascular disease | 1.42% | - | - | 0% |
Heart failure | 15.06% | 17.87 | 20.15% | 12.5% |
Rheumatoid arthritis | 1.49% | - | - | - |
Consumption of NSAIDs | 28.08% | 23.83% | 20.52% | 17.85% |