| Training group (center 1 and Center 2) | Validation group (center 3) | ||||||
---|---|---|---|---|---|---|---|---|
 | Total (n = 151) | Malignant IPMN (n = 47) | Non-malignant IPMN (n = 104) | P | Total (n = 75) | Malignant IPMN (n = 19) | Non-malignant IPMN (n = 56) | P |
Age | 63.28 ± 9.47 | 63.59 ± 8.99 | 62.60 ± 10.50 | 0.55 | 64.8 ± 8.90 | 68.42 ± 8.25 | 63.68 ± 8.86 | 0.44 |
Size | 3.69 ± 1.98 | 3.93 ± 1.63 | 3.58 ± 2.11 | 0.34 | 3.1 ± 1.12 | 3.8 ± 1.33 | 2.5 ± 0.93 | 0.02 |
Sex(male/female) | 95/56 | 34/13 | 61/43 | 0.11 | 49/26 | 11/8 | 38/18 | 0.43 |
Dysplasia | Â | Â | Â | / | Â | Â | Â | / |
Low-intermediate grade | 104 | / | 104 | Â | 56 | 0 | 56 | Â |
High-grade | 24 | 24 | 0 | Â | 11 | 11 | 0 | Â |
Invasion | 23 | 23 | 0 | Â | 8 | 8 | 0 | Â |
Type |  |  |  | < 0.01 |  |  |  | < 0.01 |
Main | 24 | 16 | 8 | Â | 14 | 8 | 6 | Â |
Branch | 73 | 9 | 64 | Â | 46 | 6 | 40 | Â |
Mixed | 54 | 22 | 32 | Â | 15 | 5 | 10 | Â |
Location | Â | Â | Â | 0.11 | Â | Â | Â | 0.94 |
Head-neck | 95 | 34 | 61 | Â | 41 | 9 | 32 | Â |
Body and Tail | 56 | 13 | 43 | Â | 34 | 10 | 24 | Â |
CEA (ng/ml) | 3.57 ± 3.61 | 4.75 ± 5.65 | 3.03 ± 1.95 | 0.09 | 3.99 ± 10.03 | 8.51 ± 19.29 | 2.43 ± 1.59 | 0.03 |
CA19-9 (U/ml) | 48.68 ± 228.65 | 99.04 ± 396.08 | 26.19 ± 70.67 | 0.002 | 71.37 ± 204.27 | 132.83 ± 270.4 | 50.15 ± 174.53 | 0.13 |
HDL-c (mmol/L) | 1.19 ± 0.39 | 1.10 ± 0.52 | 1.21 ± 0.31 | 0.38 | 1.02 ± 0.39 | 0.84 ± 0.41 | 1.08 ± 0.37 | 0.02 |
HDL-c < 0.7 | 9 | 7 | 2 | < 0.01 | 12 | 9 | 3 | < 0.01 |
LDL (mmol/L) | 2.51 ± 0.82 | 2.52 ± 0.69 | 2.51 ± 0.89 | 0.95 | 2.27 ± 0.69 | 1.91 ± 0.65 | 2.40 ± 0.67 | 0.01 |
MPD diameter | 0.61 ± 0.41 | 0.90 ± 0.49 | 0.48 ± 0.29 | < 0.001 |  | 0.97 ± 0.42 | 0.43 ± 0.21 | < 0.01 |
Pancreatitis | 3 | 0 | 3 | 0.24 | 1 | 0 | 1 | 0.25 |
Diabetes | 23 | 9 | 14 | 0.13 | 4 | 1 | 3 | 1.0 |
Lymph node metastasis (yes vs. no) | 2 | 2 | 0 | 0.09 | Â | 0 | 0 | / |
Peripancreatic extension | 5 | 5 | 0 | 0.003 | 1 | 1 | 0 | 0.45 |
Mural nodule | 17 | 13 | 4 | < 0.01 | 8 | 5 | 3 | 0.01 |