From: Multiparametric MR radiomics in brain glioma: models comparation to predict biomarker status
Phenotypes | IDH | MGMT | TERT | 1p/19q | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Stutas | Wild-type | Mutant | p-value | Nonmethylated | Methylated | p-value | Wild-type | Mutant | p-value | Wild-type | codeletion | p-value |
N | 42 | 39 | Â | 31 | 50 | Â | 34 | 47 | Â | 52 | 29 | Â |
Age | 57.0 [43.8;64.5] | 44.0 [38.0;51.5] | 0.003 | 57.0 [42.5;64.5] | 45.5 [39.0;57.8] | 0.054 | 46.5 [37.0;57.0] | 52.0 [43.0;63.5] | 0.074 | 53.0 [39.0;62.2] | 45.0 [42.0;58.0] | 0.294 |
Grade: |  |  |  < 0.001 |  |  | 0.11 |  |  | 0.046 |  |  | 0.269 |
Grade I | 2 (4.76%) | 0 (0.00%) | Â | 2 (6.45%) | 0 (0.00%) | Â | 2 (5.88%) | 0 (0.00%) | Â | 2 (3.85%) | 0 (0.00%) | Â |
Grade II | 9 (21.4%) | 17 (43.6%) | Â | 9 (29.0%) | 17 (34.0%) | Â | 15 (44.1%) | 11 (23.4%) | Â | 17 (32.7%) | 9 (31.0%) | Â |
Grade III | 10 (23.8%) | 19 (48.7%) | Â | 8 (25.8%) | 21 (42.0%) | Â | 10 (29.4%) | 19 (40.4%) | Â | 15 (28.8%) | 14 (48.3%) | Â |
Grade IV | 21 (50.0%) | 3 (7.69%) | Â | 12 (38.7%) | 12 (24.0%) | Â | 7 (20.6%) | 17 (36.2%) | Â | 18 (34.6%) | 6 (20.7%) | Â |
Frontal lobe: |  |  |  < 0.001 |  |  | 0.007 |  |  | 0.777 |  |  | 0.163 |
Non-involving | 22 (52.4%) | 4 (10.3%) | Â | 16 (51.6%) | 10 (20.0%) | Â | 12 (35.3%) | 14 (29.8%) | Â | 20 (38.5%) | 6 (20.7%) | Â |
Involving | 20 (47.6%) | 35 (89.7%) | Â | 15 (48.4%) | 40 (80.0%) | Â | 22 (64.7%) | 33 (70.2%) | Â | 32 (61.5%) | 23 (79.3%) | Â |
Parietal lobe: | Â | Â | 0.001 | Â | Â | 0.104 | Â | Â | 0.644 | Â | Â | 0.087 |
Non-involving | 28 (66.7%) | 38 (97.4%) | Â | 22 (71.0%) | 44 (88.0%) | Â | 29 (85.3%) | 37 (78.7%) | Â | 39 (75.0%) | 27 (93.1%) | Â |
Involving | 14 (33.3%) | 1 (2.56%) | Â | 9 (29.0%) | 6 (12.0%) | Â | 5 (14.7%) | 10 (21.3%) | Â | 13 (25.0%) | 2 (6.90%) | Â |
Involving cortex matter: | Â | Â | 0.001 | Â | Â | 0.027 | Â | Â | 0.202 | Â | Â | 0.087 |
Non-involving | 14 (33.3%) | 1 (2.56%) | Â | 10 (32.3%) | 5 (10.0%) | Â | 9 (26.5%) | 6 (12.8%) | Â | 13 (25.0%) | 2 (6.90%) | Â |
Involving | 28 (66.7%) | 38 (97.4%) | Â | 21 (67.7%) | 45 (90.0%) | Â | 25 (73.5%) | 41 (87.2%) | Â | 39 (75.0%) | 27 (93.1%) | Â |
Involving pial matter: | Â | Â | 0.22 | Â | Â | 0.316 | Â | Â | 0.01 | Â | Â | 0.399 |
Non-involving | 24 (57.1%) | 16 (41.0%) | Â | 18 (58.1%) | 22 (44.0%) | Â | 23 (67.6%) | 17 (36.2%) | Â | 28 (53.8%) | 12 (41.4%) | Â |
Involving | 18 (42.9%) | 23 (59.0%) | Â | 13 (41.9%) | 28 (56.0%) | Â | 11 (32.4%) | 30 (63.8%) | Â | 24 (46.2%) | 17 (58.6%) | Â |
Border: | Â | Â | 0.056 | Â | Â | 0.007 | Â | Â | 1 | Â | Â | 0.163 |
clear | 18 (42.9%) | 8 (20.5%) | Â | 16 (51.6%) | 10 (20.0%) | Â | 11 (32.4%) | 15 (31.9%) | Â | 20 (38.5%) | 6 (20.7%) | Â |
Non-clear | 24 (57.1%) | 31 (79.5%) | Â | 15 (48.4%) | 40 (80.0%) | Â | 23 (67.6%) | 32 (68.1%) | Â | 32 (61.5%) | 23 (79.3%) | Â |
Oedema degree: | Â | Â | 0.008 | Â | Â | 0.011 | Â | Â | 0.419 | Â | Â | 0.752 |
 < 1.6 cm | 18 (42.9%) | 29 (74.4%) |  | 12 (38.7%) | 35 (70.0%) |  | 22 (64.7%) | 25 (53.2%) |  | 29 (55.8%) | 18 (62.1%) |  |
 > 1.6 cm | 24 (57.1%) | 10 (25.6%) |  | 19 (61.3%) | 15 (30.0%) |  | 12 (35.3%) | 22 (46.8%) |  | 23 (44.2%) | 11 (37.9%) |  |
Enhancemengt_style: |  |  |  < 0.001 |  |  | 0.04 |  |  | 0.196 |  |  | 0.013 |
No | 4 (9.52%) | 17 (43.6%) | Â | 4 (12.9%) | 17 (34.0%) | Â | 12 (35.3%) | 9 (19.1%) | Â | 13 (25.0%) | 8 (27.6%) | Â |
Ring-enhancement | 18 (42.9%) | 1 (2.56%) | Â | 12 (38.7%) | 7 (14.0%) | Â | 5 (14.7%) | 14 (29.8%) | Â | 18 (34.6%) | 1 (3.45%) | Â |
Nodular-enhancement | 5 (11.9%) | 11 (28.2%) | Â | 6 (19.4%) | 10 (20.0%) | Â | 8 (23.5%) | 8 (17.0%) | Â | 8 (15.4%) | 8 (27.6%) | Â |
Irregular-enhancement | 15 (35.7%) | 10 (25.6%) | Â | 9 (29.0%) | 16 (32.0%) | Â | 9 (26.5%) | 16 (34.0%) | Â | 13 (25.0%) | 12 (41.4%) | Â |
Enhancement_degree: |  |  |  < 0.001 |  |  | 0.006 |  |  | 0.202 |  |  | 0.095 |
No | 4 (9.52%) | 17 (43.5%) | Â | 4(12.9%) | 17 (34.0%) | Â | 12 (35.3%) | 9 (19.1%) | Â | 13 (25.0%) | 8 (27.6%) | Â |
Slight | 4 (9.52%) | 11 (28.2%) | Â | 3 (9.67%) | 12 (24.0%) | Â | 7 (20.5%) | 8 (17.0%) | Â | 6 (11.5%) | 9 (31.0%) | Â |
Obvious | 34 (81.0%) | 11 (28.2%) | Â | 24 (77.4%) | 21 (42.0%) | Â | 15 (44.1%) | 30 (63.8%) | Â | 33 (63.5%) | 12 (41.4%) | Â |
Signal characteristics: | Â | Â | 0.038 | Â | Â | 0.19 | Â | Â | 1 | Â | Â | 1 |
Homogenous | 2 (4.76%) | 9 (23.1%) | Â | 2 (6.45%) | 9 (18.0%) | Â | 5 (14.7%) | 6 (12.8%) | Â | 7 (13.5%) | 4 (13.8%) | Â |
Heterogenous | 40 (95.2%) | 30 (76.9%) | Â | 29 (93.5%) | 41 (82.0%) | Â | 29 (85.3%) | 41 (87.2%) | Â | 45 (86.5%) | 25 (86.2%) | Â |