Dataset | Cohort 1 training set | Cohort 2 validation set | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Group | Control | CLD | S0–2 | S3–4 | Fibrosis | Cirrhosis | Control | CLD | S0–2 | S3–4 | Fibrosis | Cirrhosis |
n | 502 | 504 | 349 | 155 | 400 | 104 | 90 | 300 | 134 | 166 | 141 | 159 |
Sex (M/F) | 365/137 | 361/143 | 257/92 | 104/51 | 299/101 | 62/42 | 59/31 | 202/98 | 81/53 | 121/45* | 86/55 | 116/43* |
Age (year) | 36.65 ± 11.73 | 36.58 ± 11.88 | 33.23 ± 9.95 | 44.88 ± 12.22*** | 34.05 ± 10.31 | 48.65 ± 11.51*** | 47.13 ± 9.95 | 47.96 ± 13.28 | 41.55 ± 12.83 | 53.14 ± 11.26*** | 41.21 ± 12.72 | 53.95 ± 10.67*** |
BMI (kg/m2) | 23.08 ± 3.16 | 22.28 ± 3.18*** | 22.02 ± 3.26 | 22.91 ± 2.91** | 22.15 ± 3.22 | 22.87 ± 2.97* | 22.35 ± 1.83 | 23.18 ± 3.13* | 23.28 ± 2.48 | 23.1 ± 3.61 | 23.21 ± 2.49 | 23.15 ± 3.65 |
APRI | 0.09 ± 0.04 | 0.79 ± 1.33*** | 0.6 ± 0.81 | 1.27 ± 2.08*** | 0.63 ± 0.92 | 1.55 ± 2.4** |  | 0.65 ± 0.7 | 0.61 ± 0.78 | 0.69 ± 0.57** | 0.6 ± 0.76 | 0.72 ± 0.58*** |
AST/ALT | 0.82 ± 0.32 | 0.69 ± 0.44*** | 0.6 ± 0.31 | 0.94 ± 0.59*** | 0.61 ± 0.33 | 1.1 ± 0.63*** |  | 1.09 ± 0.6 | 0.98 ± 0.57 | 1.24 ± 0.61*** | 0.97 ± 0.57 | 1.27 ± 0.61*** |
FIB-4 | 0.62 ± 0.33 | 2.86 ± 7.21*** | 1.42 ± 1.48 | 6.57 ± 12.71*** | 1.56 ± 1.7 | 9.42 ± 15.8*** |  | 3.64 ± 3.64 | 2.49 ± 2.58 | 5.26 ± 4.27*** | 2.45 ± 2.53 | 5.54 ± 4.3*** |
ALT (IU/L) | 30.97 ± 15.63 | 176.49 ± 199.81*** | 195.3 ± 213.41 | 128.51 ± 150.32*** | 193.08 ± 208.27 | 94.18 ± 121.97*** | 17.92 ± 7.79 | 81.57 ± 117.77*** | 111.4 ± 141.39 | 57.2 ± 87.35*** | 108.45 ± 138.58 | 57.43 ± 89.06*** |
AST (IU/L) | 21.81 ± 6.84 | 93.21 ± 99.71*** | 95.65 ± 100.23 | 86.98 ± 98.47 | 96.32 ± 102.01 | 77.75 ± 86.32 | 20.25 ± 4.37 | 68.73 ± 73.78*** | 85.6 ± 91.48 | 54.95 ± 51.62* | 83.2 ± 89.82 | 55.74 ± 52.57 |
TBIL (μmol/L) | 15.5 ± 4.84 | 27.73 ± 32.98*** | 21.75 ± 13.27 | 42.87 ± 55.62*** | 23.06 ± 20.64 | 50.58 ± 61.18*** | 13.98 ± 3.62 | 33.67 ± 47.77*** | 23.77 ± 38.4 | 41.77 ± 52.99*** | 23.54 ± 37.45 | 42.77 ± 53.94*** |
ALP (IU/L) | 85.57 ± 19.18 | 89.72 ± 76.26 | 81.3 ± 65.24 | 111.05 ± 95.86** | 82.37 ± 61.46 | 125.77 ± 119.98** | 77.82 ± 19.21 | 93.68 ± 70.86* | 70.57 ± 55.75 | 112.56 ± 76.25*** | 70.97 ± 54.47 | 114.08 ± 77.53*** |
GGT (IU/L) | 17.12 ± 10.72 | 69.18 ± 97.06*** | 61.13 ± 69.75 | 89.73 ± 143.43* | 66.72 ± 74.55 | 81.42 ± 169.46 | 26.26 ± 19.07 | 76.87 ± 82.16*** | 77.22 ± 83.58 | 76.59 ± 81.23 | 76.14 ± 81.77 | 77.53 ± 82.76 |
TP (g/L) | 74.41 ± 4.76 | 73.47 ± 8.55* | 75.68 ± 5.31 | 67.87 ± 12.03*** | 75.42 ± 5.24 | 63.82 ± 13.76*** | 73.65 ± 3.19 | 71.31 ± 17.94*** | 72.89 ± 5.84 | 69.97 ± 23.74*** | 73.07 ± 5.82 | 69.66 ± 24.23*** |
ALB (g/L) | 49.23 ± 2.77 | 40.19 ± 5.91*** | 42.14 ± 3.37 | 35.23 ± 7.81*** | 41.75 ± 3.54 | 32.47 ± 8.67*** | 44.92 ± 2.19 | 37.86 ± 7.18*** | 41.44 ± 4.79 | 34.93 ± 7.48*** | 41.39 ± 4.71 | 34.69 ± 7.54*** |
TBA (μmol/L) | 4.67 ± 3.18 | 28.47 ± 45.11*** | 20.33 ± 37.28 | 49.68 ± 55.81*** | 21.3 ± 36.44 | 65.41 ± 63.96*** | 3.6 ± 2.63 | 43.41 ± 55.16*** | 25.05 ± 37.86 | 58.89 ± 62.37*** | 24.33 ± 37.04 | 61.11 ± 62.91*** |
PLT (109/L) | 261.02 ± 65.25 | 164.52 ± 61.7*** | 184.2 ± 47.74 | 114.68 ± 65.05*** | 179.06 ± 49.86 | 93.23 ± 64.82*** |  | 132.44 ± 62.97 | 163.58 ± 51 | 106.03 ± 60.14*** | 161.54 ± 51.18 | 105.27 ± 60.9*** |
Collagen proportionate area |  | 7.46 ± 4.01 | 1.96 ± 1.43 | 9.95 ± 6.03*** | 2.71 ± 2.45 | 15.17 ± 7.11*** |  |  |  |  |  |  |
HBV-DNA (log10) |  | 6.25 ± 2.42 | 6.32 ± 2.44 | 5.99 ± 2.34 | 6.33 ± 2.38 | 5.39 ± 2.66 |  |  |  |  |  |  |
Negative HbeAg, n | Â | 191 | 115 | 76 | 142 | 49 | Â | Â | Â | Â | Â | Â |
Negative HbeAb, n | Â | 223 | 153 | 70 | 175 | 48 | Â | Â | Â | Â | Â | Â |
Negative HbsAg, n | Â | 29 | 24 | 5 | 26 | 3 | Â | Â | Â | Â | Â | Â |