Characteristic | Level | Training set (n = 194) | Validation set (n = 82) | ||||
---|---|---|---|---|---|---|---|
MSS (n = 140) | MSI (n = 54) | p-value | MSS (n = 60) | MSI (n = 22) | p-value | ||
Age, mean (SD), years | Â | 64 (11.1) | 63.6 (14.1) | 0.815 | 64.2 (12.4) | 64.3 (15.9) | 0.986 |
gender, n (%) | Female | 55 (39.3) | 26 (48.1) | Â | 24 (40.0) | 17 (77.3) | Â |
Male | 85 (60.7) | 28 (51.9) | 0.337 | 36 (60.0) | 5 (22.7) | 0.006 | |
location, n (%) | Right colon | 15 (10.7) | 28 (51.9) | Â | 10 (16.7) | 13 (59.1) | Â |
Left colon | 23 (16.4) | 16 (29.6) | Â | 5 (8.3) | 7 (31.8) | Â | |
Rectum | 102 (72.9) | 10 (18.5) | < 0.001 | 45 (75.0) | 2 (9.1) | < 0.001 | |
CEA, n (%) | Normal | 95 (67.9) | 38 (70.4) | Â | 41 (68.3) | 16 (72.7) | Â |
Abnormal | 45 (32.1) | 16 (29.6) | 0.868 | 19 (31.7) | 6 (27.3) | 0.910 | |
WBC, n (%) | Normal | 125 (89.3) | 36 (66.7) | Â | 48 (80.0) | 16 (72.7) | Â |
Abnormal | 15 (10.7) | 18 (33.3) | < 0.001 | 12 (20.0) | 6 (27.3) | 0.686 | |
CT-reported-TMS, mean (SD), cm | Â | 4.2 (1.7) | 5.8 (2.7) | < 0.001 | 4.3 (1.5) | 6.1 (2.8) | < 0.001 |
CT-reported T stage, n (%) | T1 | 6 (4.3) | 0 (0.0) | Â | 2 (3.3) | 1 (4.5) | Â |
T2 | 9 (6.4) | 2 (3.7) | Â | 4 (6.7) | 2 (9.1) | Â | |
T3 | 46 (32.9) | 9 (16.7) | Â | 23 (38.3) | 3 (13.6) | Â | |
T4 | 79 (56.4) | 43 (79.6) | 0.021 | 31 (51.7) | 16 (72.7) | 0.209 | |
CT-reported LN status, n (%) | Negative | 91 (65.0) | 37 (68.5) | Â | 40 (66.7) | 13 (59.1) | Â |
Positive | 49 (35.0) | 17 (31.5) | 0.768 | 20 (33.3) | 9 (40.9) | 0.707 | |
CT-reported-IFR, n (%) | No | 102 (72.9) | 17 (31.5) | Â | 43 (71.7) | 10 (45.5) | Â |
Yes | 38 (27.1) | 37 (68.5) | < 0.001 | 17 (28.3) | 12 (54.5) | 0.045 | |
Histological grade, n (%) | Well | 10 (7.1) | 1 (1.9) | Â | 4 (6.7) | 0 (0.0) | Â |
Moderately | 119 (85.0) | 33 (61.1) | Â | 54 (90.0) | 17 (77.3) | Â | |
Poorly | 11 (7.9) | 20 (37.0) | < 0.001 | 2 (3.3) | 5 (22.7) | 0.011 | |
Rad-score (median [IQR]) |  | −0.9[−1.6, −0.2] | 0.4 [−0.4, 1.1] | < 0.001 | −0.7 [−1.5, 0.0] | 0.5 [−0.2, 0.9] | < 0.001 |