Research Article
Preoperative Cervical Lymph Node Metastasis Prediction in Papillary Thyroid Carcinoma: A Noninvasive Clinical Multimodal Radiomics (CMR) Nomogram Analysis
Table 2
Clinical characteristics of PTCs in the LNM and non-LNM groups in the training and validation cohorts.
| Variable | Training cohort | Statistics | value | Validation cohort | Statistics | value | Non-LNM | LNM | Non-LNM | LNM |
| Age (years) | 47.90 ± 13.75 | 42.28 ± 13.09 | 1.876 | 0.061 | 46.12 ± 13.63 | 43.41 ± 13.44 | 0.62 | 0.539 | Diameter (cm) | 1.07 ± 0.97 | 1.20 ± 0.79 | −2.097 | 0.036 | 0.97 ± 0.39 | 1.46 ± 0.65 | −3.654 | <0.001 | Gender | | | 0.316 | 0.574 | | | 2.25 | 0.318 | Female | 28 (68.29%) | 39 (73.58%) | | | 13 (76.47%) | 13 (59.09%) | | | Male | 13 (31.71%) | 14 (26.42%) | | | 4 (23.53%) | 9 (40.91%) | | | Location | | | 9.87 | 0.024 | | | 2.33 | 0.374 | Right lobe | 16 (39.02%) | 18 (33.96%) | | | 6 (35.29%) | 8 (36.36%) | | | Left lobe | 24 (58.54%) | 23 (43.40%) | | | 11 (64.71%) | 11 (50.00%) | | | Isthmus | 1 (2.44%) | 4 (7.55%) | | | 0 (0.00%) | 3 (13.64%) | | | Bilateral | 0 (0.00%) | 8 (15.09%) | | | | | | | Number_of_lesions | | | 7.08 | 0.057 | | | | 0.495 | 1 | 36 (87.80%) | 35 (66.04%) | | | 17 (100%) | 20 (90.91%) | | | 2 | 4 (9.76%) | 13 (24.53%) | | | 0 (0.00%) | 2 (9.09%) | | | 3 | 0 (0.00%) | 3 (5.66%) | | | | | | | 4 | 1 (2.44%) | 1 (1.89%) | | | | | | | 5 | 0 (0.00%) | 1 (1.89%) | | | | | | | Tumor margin on T1WC+ | | | 23.366 | <0.001 | | | 46.667 | <0.001 | Well defined | 27 (65.85%) | 9 (16.98%) | | | 14 (82.35%) | 2 (9.09%) | | | Poorly defined | 14 (34.15%) | 44 (83.02%) | | | 3 (17.65%) | 20 (90.91%) | | | Thyroid contour protrusion sign on T1WC+ | | | 18.628 | <0.001 | | | 101.333 | <0.001 | Absent | 35 (85.37%) | 22 (41.51%) | | | 16 (94.12%) | 3 (13.64%) | | | Present | 6 (14.63%) | 31 (58.49%) | | | 1 (5.88%) | 19 (86.36%) | | | Aspect ratio on US imaging | | | | | | | 7.467 | 0.106 | <1 | 34 (82.93%) | 29 (54.72%) | 8.323 | 0.004 | 16 (94.12%) | 15 (68.18%) | | | >1 | 7 (17.07%) | 24 (45.28%) | | | 1 (5.88%) | 7 (31.82%) | | | Microcalcification | | | | | | | 5.143 | 0.025 | Absent | 27 (65.85%) | 17 (32.08%) | 10.593 | 0.001 | 12 (70.59%) | 7 (31.82%) | | | Present | 14 (34.15%) | 36 (67.92%) | | | 5 (29.41%) | 15 (68.18%) | | | MOGONET | 0.49 ± 0.01 | 0.51 ± 0.01 | −6.609 | <0.001 | 0.49 ± 0.01 | 0.51 ± 0.01 | −3.569 | <0.001 |
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PTC, papillary thyroid carcinoma; LNM, lymph node metastasis. values of <0.05 were considered to indicate statistical significance. |