Table 3.
The heterogeneous features for test data (710 cases) according to blood tests
| Features | Cluster one | Cluster two | Cluster three | Cluster four | P value |
|---|---|---|---|---|---|
| Number of clusters | 90 | 520 | 19 | 81 | |
| survival (%) | 68 (75.56%) | 416 (80%) | 13 (68.42%) | 57 (70.37%) | 0.152 |
| Age, median (IQR), y | 64 (51.5–77.5) | 66 (54–77) | 60 (51.3–69.3) | 65 (54–74) | 0.364 |
| Male, no. (%) | 55 (61.11%) | 296 (56.92%) | 12 (63.16%) | 49 (60.49%) | 0.797 |
| Top ten blood test varies, median (IQR), unit | |||||
| PTT, sec | 31.7 (27.7–36.5) | 30.1 (26.6–34.2) | 150 (119.0–150) | 50.5(43.6–57.7) | 0.000 |
| Neutrophils, % | 52 (36.3–61.7) | 83 (77–88.7) | 81 (70.2–87.5) | 81 (76.9–88.6) | 0.000 |
| PT, sec | 14.4 (13.3–17.1) | 14.3 (13.1–16.3) | 19.5 (15.4–23.1) | 28 (19.6–39) | 0.000 |
| INR(PT), NULL % | 1.3 (1.2–1.7) | 1.3 (1.1–1.6) | 1.9 (1.6–2.7) | 3 (2–4.3) | 0.000 |
| Lymphocytes, % | 27.1 (18.5–35.3) | 7.1 (4–11.9) | 9.7 (3.7–11) | 7.2 (3–12) | 0.000 |
| White blood cells, K/μL | 4.7 (2.8–10.3) | 13.0 (8.4–18.4) | 9.6 (7.4–18.2) | 12.4 (8.2–19.2) | 0.000 |
| Platelet count, K/μL | 2.2 (1.9–2.5) | 2.4 (2.2–2.5) | 2.4 (2.1–2.6) | 2.3 (2.2–2.5) | 0.000 |
| MCHC, % | 33.4 (32.3–34.6) | 33 (32–34) | 32.7 (30.5–33.6) | 32.5 (31.2–33.6) | 0.000 |
| Albumin, % | 2.9 (2.6–3.4) | 2.9 (2.6–3.4) | 2.9 (2.8–2.9) | 2.6 (2.3–3) | 0.000 |
| Red blood cells, K/μL | 3.4 (3.0–4.0) | 3.7 (3.3–4.3) | 3.8 (3.4–4.0) | 3.5 (2.9–3.9) | 0.000 |