Whole Body MRI in the Detection of Lymph Node Metastases in Patients with Testicular Germ Cell Cancer
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Imaging Protocols
2.2.1. Computed Tomography (CT)
2.2.2. Whole-Body Magnetic Resonance Imaging (WB-MRI)
2.3. Image Analysis
2.4. Reference Standard
2.5. Statistical Analysis
3. Results
3.1. Patient Characteristics
3.2. Inter-Reader Agreement
3.3. Performance of CT and WB-MRI
3.3.1. RPLN Metastases
3.3.2. DLN Metastases
3.3.3. Other Metastatic Lesions
3.3.4. Comparison of Acc
3.4. Image Quality Assessment
3.4.1. Likert Scale
3.4.2. SNR & CNR
3.4.3. Radiation Dose Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Target | Thorax-Abdomen-Pelvis | Thorax-Abdomen-Pelvis | Thorax-Abdomen-Pelvis |
---|---|---|---|
Acquisition | T2W | T1W DIXON | Diffusion |
Time (min:s) | 2:45 (55 s × 3 stacks) | 0:47 (19 s × 3 stacks) | 11:40 (228 s × 3 stacks) |
Sequence type | TSE | MDIXON | Diffusion |
Plane | axial | coronal | axial |
Slice × thickness/gap | 70 × 4 mm/0 | 153 × 3 mm/−1.5 (overlap) | 50 × 6 mm/0.1 |
FOV, matrix | 400 × 300, 308 × 188 | 300 × 450, 200 × 300 | 440 × 348, 100 × 73 |
TR, TE, NSA, TF (TI for Diffusion) | 788, 80, 1.74 | 3.6, 1.32/2.3, 1,- | 6329, 66, 1, - (250) |
Specific parameters | b-values: 0, 50, 150, 1000 |
Patients’ Characteristics (N = 43) | |
---|---|
Age (years) at diagnosis mean (SD) | 35.16 (9.92) |
Primary Histology n (%) | |
Seminoma | 19 (44.2) |
Non-seminoma components | 24 (55.8) |
Mixed Germ Cell Tumor | 9 (37.5) |
Embryonal Carcinoma | 16 (66.7) |
Yolk Sac Tumor | 6 (25) |
Teratoma | 10 (41.7) |
Trophoblastic Tumor | 7 (29.2) |
Clinical Staging n (%) | |
Stage I | 21 (48.8) |
Stage II | 5 (11.6) |
Stage III | 17 (39.6) |
Stage IV | 0 |
IGCCCG n (%) | |
Good | 15 (68.2) |
Intermediate | 6 (27.2) |
Poor | 1 (4.6) |
Treatment after orchidectomy n (%) | |
Chemotherapy | 21 (48.8) |
Radiotherapy | 1 (2.4) |
Active surveillance | 21 (48.8) |
RPLN | ||||||||
---|---|---|---|---|---|---|---|---|
TP | FP | FN | TN | Se | Sp | Acc | AC1 | |
CT | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
totalWB-MRI | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] 1 | 1.00 [1.00; 1.00] |
T1W + DWI | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
T2W + DWI | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
CT | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
totalWB-MRI | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] 2 | 1.00 [1.00; 1.00] |
T1W + DWI | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
T2W + DWI | 22 | 0 | 0 | 21 | 100 [85; 100] | 100 [84; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
DLN | ||||||||
TP | FP | FN | TN | Se | Sp | Acc | AC1 | |
CT | 8 | 0 | 3 | 32 | 73 [39; 94] | 100 [89; 100] | 93 [81; 99] | 0.89 [0.77; 1.02] |
totalWB-MRI | 11 | 0 | 0 | 32 | 100 [72; 100] | 100 [89; 100] | 100 [92; 100] 3 | 1.00 [1.00; 1.00] |
T1W + DWI | 11 | 0 | 0 | 32 | 100 [72; 100] | 100 [89; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
T2W + DWI | 11 | 0 | 0 | 32 | 100 [72; 100] | 100 [89; 100] | 100 [92; 100] | 1.00 [1.00; 1.00] |
CT | 9 | 1 | 2 | 31 | 82 [48; 98] | 97 [84; 100] | 93 [81; 99] | 0.89 [0.76; 1.02] |
totalWB-MRI | 11 | 1 | 0 | 31 | 100 [72; 100] | 97 [84; 100] | 98 [88; 100] 4 | 0.96 [0.89; 1.04] |
T1W + DWI | 11 | 1 | 0 | 31 | 100 [72; 100] | 97 [84; 100] | 98 [88; 100] | 0.96 [0.89; 1.04] |
T2W + DWI | 11 | 1 | 0 | 31 | 100 [72; 100] | 97 [84; 100] | 98 [88; 100] | 0.96 [0.89; 1.04] |
Other | ||||||||
TP | FP | FN | TN | Se | Sp | Acc | AC1 | |
CT | 8 | 0 | 1 | 34 | 89 [52; 100] | 100 [90; 100] | 98 [88; 100] | 0.97 [0.89; 1.04] |
totalWB-MRI | 7 | 0 | 2 | 34 | 78 [40; 97] | 100 [90; 100] | 95 [84; 99] 5 | 0.93 [0.84; 1.03] |
T1W + DWI | 7 | 0 | 2 | 34 | 78 [40; 97] | 100 [90; 100] | 95 [84; 99] | 0.93 [0.84; 1.03] |
T2W + DWI | 7 | 0 | 2 | 34 | 78 [40; 97] | 100 [90; 100] | 95 [84; 99] | 0.93 [0.84; 1.03] |
CT | 8 | 0 | 1 | 34 | 89 [52, 100] | 100 [90; 100] | 98 [88; 100] | 0.97 [0.90; 1.03] |
totalWB-MRI | 7 | 0 | 2 | 34 | 78 [40; 97] | 100 [90; 100] | 95 [84; 99] 6 | 0.93 [0.84; 1.03] |
T1W + DWI | 7 | 0 | 2 | 34 | 78 [40; 97] | 100 [90; 100] | 95 [84; 99] | 0.93 [0.84; 1.03] |
T2W + DWI | 7 | 0 | 2 | 34 | 78 [40; 97] | 100 [90; 100] | 95 [84; 99] | 0.93 [0.84; 1.03] |
RPLN | DLN | Other | |
---|---|---|---|
CT | 1.00 [1.00; 1.00] | 0.93 [0.83; 1.03] | 0.93 [0.84; 1.03] |
totalWB-MRI | 1.00 [1.00; 1.00] | 0.96 [0.89; 1.04] | 1.00 [1.00; 1.00] |
T1W + DWI | 1.00 [1.00; 1.00] | 0.96 [0.89; 1.04] | 1.00 [1.00; 1.00] |
T2W + DWI | 1.00 [1.00; 1.00] | 0.96 [0.89; 1.04] | 1.00 [1.00; 1.00] |
RPLN (Total Number = 22) | |||||||
---|---|---|---|---|---|---|---|
Likert Score | |||||||
0 | 1 | 2 | 3 | 4 | 5 | Total Score | |
Very Poor | Poor | Fair | Good | Very Good | Excellent | ||
Reader 1 | |||||||
DWI | 0 | 0 | 0 | 0 | 5 | 17 | 105 |
0% | 0% | 0% | 0% | 22.7% | 77.3% | ||
T2W | 0 | 0 | 0 | 4 | 13 | 5 | 89 |
0% | 0% | 0% | 18.2% | 59.1% | 22.7% | ||
T1W DIXON | 0 | 0 | 0 | 12 | 8 | 2 | 78 |
0% | 0% | 0% | 54.5% | 36.4% | 9.1% | ||
Reader 2 | |||||||
DWI | 0 | 0 | 0 | 0 | 7 | 15 | 103 |
0% | 0% | 0% | 0% | 31.8% | 68.2% | ||
T2 | 0 | 0 | 0 | 5 | 11 | 6 | 89 |
0% | 0% | 0% | 22.7% | 50%% | 22.3%% | ||
T1W DIXON | 0 | 0 | 0 | 11 | 11 | 0 | 77 |
0% | 0% | 0% | 50.0% | 50.0% | 0.0% | ||
DLN (Total Number = 11) | |||||||
Likert Score | |||||||
0 | 1 | 2 | 3 | 4 | 5 | Total score | |
very poor | poor | fair | good | very good | excellent | ||
Reader 1 | |||||||
DWI | 0 | 0 | 0 | 0 | 3 | 8 | 52 |
0% | 0% | 0% | 0.0% | 27.3% | 72.7% | ||
T2 | 0 | 0 | 0 | 4 | 5 | 2 | 42 |
0% | 0% | 0% | 36.4% | 45.4% | 18.2% | ||
T1W DIXON | 0 | 0 | 0 | 7 | 4 | 0 | 37 |
0% | 0% | 0% | 63.6% | 36.4% | 0.0% | ||
Reader 2 | |||||||
DWI | 0 | 0 | 0 | 0 | 3 | 8 | 52 |
0% | 0% | 0% | 0.0% | 27.3% | 72.7% | ||
T2W | 0 | 0 | 0 | 6 | 3 | 2 | 40 |
0% | 0% | 0% | 54.5% | 27.3% | 18.2% | ||
T1W DIXON | 0 | 0 | 0 | 6 | 4 | 1 | 39 |
0% | 0% | 0% | 54.5% | 36.4% | 9.1% |
SNR | CNR | |
---|---|---|
DWI | 392 [214; 607] | 335 [173; 584] |
T1W | 43.5 [36.1; 53.0] | 61.2 [50.0; 80.2] |
T2W | 97.1 [61.3; 112] | 84.9 [56.4; 122] |
Significance level after Bonferroni correction: p = 0.0167 | ||
SNRDWI vs. SNRT1W: p < 0.0001 | ||
SNRDWI vs. SNRT2W: p < 0.0001 | ||
SNRT2W vs. SNRT1W: p < 0.0002 | ||
CNRDWI vs. CNRT1W: p < 0.0001 | ||
CNRDWI vs. CNRT2W: p < 0.0001 | ||
CNRT2W vs. CNRT1W: p = 0.0982 |
Recommended Minimum Follow up for Group 1 | Year 1 | Year 2 | Year 3 | Year 4 and 5 |
---|---|---|---|---|
Abdominal CT | 2 times | 2 times | at 36 months | 1 at 60 months |
Mean accumulated Effective dose per year (mSv) * | 10.2 | 10.2 | 5.1 | 5.1 |
Recommended minimum follow up for Group 2 | Year 1 | Year 2 | Year 3 | Year 4 and 5 |
Chest X-ray | 2 times | 2 times | 1 if LVI + | At 60 months if LVI+ |
Abdominal CT | 2 times | at 24 months | at 36 months | at 60 months (optional) |
Mean accumulated Effective dose per year (mSv) ** | 10.201 | 5.101 | 5.1005 | 5.1005 |
Recommended minimum follow up for Group 3 | Year 1 | Year 2 | Year 3 | Year 4 and 5 |
Chest X-ray | 1–2 | 1 | 1 | 1 |
Abdominal CT | 1–2 | at 24 months | at 36 months | at 60 months (optional) |
Mean accumulated Effective dose per year (mSv) | 5.1005–10.201 | 5.1005 | 5.1005 | 5.1005 |
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Pasoglou, V.; Van Nieuwenhove, S.; Van Damme, J.; Michoux, N.; Van Maanen, A.; Annet, L.; Machiels, J.-P.; Tombal, B.; Lecouvet, F.E. Whole Body MRI in the Detection of Lymph Node Metastases in Patients with Testicular Germ Cell Cancer. Life 2022, 12, 212. https://doi.org/10.3390/life12020212
Pasoglou V, Van Nieuwenhove S, Van Damme J, Michoux N, Van Maanen A, Annet L, Machiels J-P, Tombal B, Lecouvet FE. Whole Body MRI in the Detection of Lymph Node Metastases in Patients with Testicular Germ Cell Cancer. Life. 2022; 12(2):212. https://doi.org/10.3390/life12020212
Chicago/Turabian StylePasoglou, Vassiliki, Sandy Van Nieuwenhove, Julien Van Damme, Nicolas Michoux, Aline Van Maanen, Laurence Annet, Jean-Pascal Machiels, Bertrand Tombal, and Frederic E. Lecouvet. 2022. "Whole Body MRI in the Detection of Lymph Node Metastases in Patients with Testicular Germ Cell Cancer" Life 12, no. 2: 212. https://doi.org/10.3390/life12020212
APA StylePasoglou, V., Van Nieuwenhove, S., Van Damme, J., Michoux, N., Van Maanen, A., Annet, L., Machiels, J. -P., Tombal, B., & Lecouvet, F. E. (2022). Whole Body MRI in the Detection of Lymph Node Metastases in Patients with Testicular Germ Cell Cancer. Life, 12(2), 212. https://doi.org/10.3390/life12020212