Research Article
Predicting Mismatch-Repair Status in Rectal Cancer Using Multiparametric MRI-Based Radiomics Models: A Preliminary Study
Table 1
Demographic and pathological data of the patients in both cohorts.
| Variables | CH cohort | value | RJ cohort | value | dMMR () | pMMR () | dMMR () | pMMR () |
| Gender (male/female) | 16/4 | 56/35 | 0.117 | 7/4 | 36/18 | 1.000 | Age (year) | | | 0.775 | | | 0.881 | BMI (kg/m2) | | | 0.660 | | | 0.747 | Histological type | | | | | | | Adenocarcinoma | 13 | 73 | 0.238 | 7 | 41 | 0.639 | Mucinous adenocarcinoma | 7 | 18 | | 4 | 13 | | Pathological T stage | | | | | | | T1-2 | 7 | 32 | 0.989 | 4 | 20 | 1.000 | T3-4 | 13 | 59 | | 7 | 34 | | Pathological N stage | | | | | | | N0 | 8 | 35 | 0.898 | 5 | 25 | 0.959 | N1-2 | 12 | 56 | | 6 | 29 | | Clinical M stage | | | | | | | M0 | 4 | 26 | 0.434 | 3 | 16 | 1.000 | M1 | 16 | 65 | | 8 | 36 | | Tumor location | | | | | | | Upper | 3 | 8 | 0.700 | 2 | 10 | 0.589 | Middle | 11 | 53 | | 8 | 32 | | Lower | 6 | 30 | | 1 | 12 | | Differentiation | | | | | | | Well | 3 | 14 | 0.213 | 1 | 10 | 0.330 | Moderate | 14 | 46 | | 8 | 26 | | Poor | 3 | 31 | | 2 | 18 | | Tumor deposit | | | | | | | No | 13 | 62 | 0.786 | 7 | 28 | 0.475 | Yes | 7 | 29 | | 4 | 26 | | Lymphovascular invasion | | | | | | | No | 12 | 47 | 0.498 | 8 | 29 | 0.408 | Yes | 8 | 44 | | 3 | 25 | | Perineural invasion | | | | | | | No | 12 | 63 | 0.425 | 5 | 30 | 0.540 | Yes | 8 | 28 | | 6 | 24 | | Tumor budding | | | | | | | No | 11 | 66 | 0.124 | 6 | 35 | 0.764 | Yes | 9 | 25 | | 5 | 19 | | KRAS | | | | | | | Wild type | 12 | 67 | 0.223 | 6 | 33 | 0.946 | Mutant type | 8 | 24 | | 5 | 21 | | NRAS | | | | | | | Wild type | 13 | 58 | 0.915 | 8 | 30 | 0.473 | Mutant type | 7 | 33 | | 3 | 24 | | BRAF | | | | | | | Wild type | 11 | 52 | 0.861 | 7 | 28 | 0.475 | Mutant type | 9 | 39 | | 4 | 26 | | CEA | | | | | | | <5 ng/ml | 14 | 52 | 0.289 | 8 | 32 | 0.619 | ≥5 ng/ml | 6 | 39 | | 3 | 22 | | CA19-9 | | | | | | | <37 U/ml | 15 | 77 | 0.480 | 10 | 39 | 0.354 | ≥ 37 U/ml | 5 | 14 | | 1 | 15 | |
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CH cohort: Changhai Hospital, training and test sets; RJ cohort: Ruijin Hospital Luwan Branch, validation set; BMI: body mass index; dMMR: deficient mismatch repair; pMMR: proficient mismatch repair; CEA: carcinoembryonic antigen; CA19-9: carbohydrate antigen 19-9. Postoperative blood samples. |