From: Predicting chronic kidney disease progression with artificial intelligence
Predictor | All | Stage Progression | Decrease in eGFR | RRT |
---|---|---|---|---|
N = 2143 | n = 1035 | n = 802 | n = 83 | |
Sex (%F) | 52.97% | 53.43% | 51.12% | 44.58% |
Stratum | ||||
Low (1–2) % | 3.94% | 4.63% | 5.11% | 1.21% |
Mid-level (3–4) % | 91.41% | 90.16% | 89.65% | 95.18% |
High (5–6) % | 4.65% | 5.21% | 5.24% | 3.61% |
Region Bogotá % | 67.92% | 63.19% | 65.46% | 66.26% |
Eastern % | 6.59% | 6.86% | 6.36% | 9.64% |
Central % | 9.86% | 12.66% | 9.85% | 12.05% |
Pacific % | 10.56% | 12.17% | 13.22% | 6.03% |
Caribbean % | 5.07% | 5.12% | 4.99% | 6.02% |
Other | 0.06% | 0% | 0.12% | 0% |
Marital Status Married % | 45.44% | 45.22% | 42.77% | 55.42% |
Unmarried % | 54.66% | 54.88% | 57.33% | 44.58% |
Age (IQR) | 77 (71–82) | 78 (73–83) | 78 (73–83) | 70 (58–75) |
Lab tests (IQR) | ||||
TFG mL/min/1.73 m2 | 44.97 (35.25–52.93) | 47.31 (37.01–52.68) | 44.90 (34.46–52.58) | 22.35 (15.52–32.31) |
Triglycerides mg /dL | 134.0 (100.5–182.4) | 134.4 (100.1–185.05) | 134.35 (101.80–184.75) | 147.8 (109.85–211.45) |
Hemoglobin gr/dL | 13.9 (12.7–15.0) | 13.9 (12.7–15.01) | 13.8 (12.6–14.97) | 12.6 (11.35–14.5) |
Creatinine mg/dL | 1.33 (1.13–1.67) | 1.29 (1.09–1.55) | 1.33 (1.13–1.68) | 0 (0–26) |
Potassium mg/dL | 4.58 (4.26–4.97) | 4.56 (4.26–4.93) | 4.61 (4.28–4.98) | 4.91 (4.43–5.35) |
Cholesterol HDL mg/dL | 48.4 (39.5–58.7) | 48.4 (39.55–59.25) | 47.5 (38.83–58.28) | 45.7 (37.45–53.4) |
Cholesterol LDL mg/dL | 99.1 (74.1–125.1) | 101.68 (76.95–126.98) | 98.48 (73.95–124.27) | 101.66 (74.72–131.17) |
Comorbidities | ||||
Diabetes | 24.42% | 23.38% | 24.94% | 34.94% |
Hypertension | 80.58% | 77.29% | 74.31% | 67.47% |
Anemia | 4.15% | 3.77% | 3.61% | 2.4% |
Coronary disease | 19.74% | 15.84% | 17.95% | 14.46% |
Cerebrovascular disease | 1.60% | - | - | 1.21% |
Heart failure | 20.18% | 17.49% | 19.95% | 12.05% |
Rheumatoid arthritis | 1.99% | - | - | - |
Consumption of NSAIDs | 21.80% | 21.83% | 19.2% | 13.25% |