Author Contributions
Conceptualization, J.T.P.D.H., N.B.K., J.H.T., N.K., B.A.V., S.T.Q. and A.M.; Data curation, J.T.P.D.H., S.G., L.Z., W.Z., T.K., D.S.W.L., X.Z.L., E.C.T. and A.M.; Formal analysis, J.T.P.D.H., S.G., L.Z., W.Z., Y.T.L., Y.L.T., P.J., Q.V.Y., Y.H.C. and B.A.V.; Funding acquisition, J.T.P.D.H., E.C.T., Y.H.C., J.H.T., N.K., S.T.Q. and A.M.; Investigation, J.T.P.D.H., S.G., Y.T.L., Y.L.T., P.J., T.K., D.S.W.L., X.Z.L., Q.V.Y. and A.M.; Methodology, J.T.P.D.H., S.G., L.Z., N.B.K., Q.V.Y., Y.H.C., J.H.T., B.A.V., B.C.O., S.T.Q. and A.M.; Project administration, J.T.P.D.H., T.K., D.S.W.L., E.C.T., N.K. and A.M.; Resources, J.T.P.D.H., S.G., L.Z., W.Z., Y.L.T., T.K., D.S.W.L., X.Z.L., E.C.T., N.B.K., Q.V.Y., Y.H.C., J.H.T., N.K., B.C.O., S.T.Q. and A.M.; Software, J.T.P.D.H., S.G., L.Z., W.Z., Y.T.L. and B.C.O.; Supervision, J.T.P.D.H., E.C.T., Y.H.C., J.H.T., N.K., B.A.V. and S.T.Q.; Validation, L.Z., W.Z., Y.T.L., Y.L.T., P.J. and B.C.O.; Visualization, J.T.P.D.H., S.G., Y.T.L., Y.L.T., P.J., T.K., D.S.W.L., X.Z.L. and A.M.; Writing—original draft, J.T.P.D.H., S.G., Q.V.Y., J.H.T. and B.A.V.; Writing—review and editing, J.T.P.D.H., N.B.K., N.K., B.A.V. and A.M. All authors have read and agreed to the published version of the manuscript.
Figure 1.
Bilsky grading for metastatic epidural spinal cord compression (MESCC) was demonstrated using axial CT, MRI (T2-weighted), and a picture for each grade (right to left). The red shaded region shows MESCC in each image. Grade 0/normal (Black outline): No metastatic epidural disease present. Low-grade MESCC (Blue outline); Grade 1a: Metastatic epidural soft tissue with no thecal sac deformity, or Grade 1b: Metastatic epidural soft tissue with thecal sac deformity but no spinal cord contact. High-grade MESCC (Red outline); Grade 1c: Metastatic epidural soft tissue touching the spinal cord with no discernible compression or displacement, or Grade 2: Metastatic epidural soft tissue cord compression with some surrounding cerebrospinal fluid still visible, or Grade 3: Metastatic epidural spinal cord compression without discernible surrounding cerebrospinal fluid. Thecal sac = black outline within the spinal canal, Spinal cord = Yellow shaded area within the spinal canal.
Figure 1.
Bilsky grading for metastatic epidural spinal cord compression (MESCC) was demonstrated using axial CT, MRI (T2-weighted), and a picture for each grade (right to left). The red shaded region shows MESCC in each image. Grade 0/normal (Black outline): No metastatic epidural disease present. Low-grade MESCC (Blue outline); Grade 1a: Metastatic epidural soft tissue with no thecal sac deformity, or Grade 1b: Metastatic epidural soft tissue with thecal sac deformity but no spinal cord contact. High-grade MESCC (Red outline); Grade 1c: Metastatic epidural soft tissue touching the spinal cord with no discernible compression or displacement, or Grade 2: Metastatic epidural soft tissue cord compression with some surrounding cerebrospinal fluid still visible, or Grade 3: Metastatic epidural spinal cord compression without discernible surrounding cerebrospinal fluid. Thecal sac = black outline within the spinal canal, Spinal cord = Yellow shaded area within the spinal canal.
Figure 2.
Flow chart demonstrating the overall study design with inclusions and exclusions highlighted. MESCC = Metastatic epidural spinal cord compression.
Figure 2.
Flow chart demonstrating the overall study design with inclusions and exclusions highlighted. MESCC = Metastatic epidural spinal cord compression.
Figure 3.
Subtle low-grade metastatic epidural disease at the left anterolateral spinal canal at T6. This was undercalled by all three radiologists and is challenging due to the paucity of bony change and location at the typical site for an epidural vein.
Figure 3.
Subtle low-grade metastatic epidural disease at the left anterolateral spinal canal at T6. This was undercalled by all three radiologists and is challenging due to the paucity of bony change and location at the typical site for an epidural vein.
Figure 4.
Axial CT image of the cervicothoracic junction overcalled as low-grade epidural disease by two radiologists. No epidural disease was present on the corresponding MRI (not shown). Assessment is complex due to overlap and angulation of the lower cervical and upper thoracic spine in the axial plane with background degenerative changes.
Figure 4.
Axial CT image of the cervicothoracic junction overcalled as low-grade epidural disease by two radiologists. No epidural disease was present on the corresponding MRI (not shown). Assessment is complex due to overlap and angulation of the lower cervical and upper thoracic spine in the axial plane with background degenerative changes.
Table 1.
CT scanner types and parameters.
Table 1.
CT scanner types and parameters.
Parameter | 4-Slice | 64-Slice | 256-Slice | 384-Slice | 512-Slice |
---|
Pitch | 1.5 | 1.2 | 0.984 | 0.8 | 0.531 |
Slice thickness (mm) | 5 | 5 | 3 | 3 | 3 |
Collimation (mm) | 4 × 1 | 32 × 0.6 | 128 × 0.625 | 192 × 0.6 | 256 × 0.625 |
kV | 120 | 120 | 100 | 100 | 100–120 |
Reference mAs | 180 | 200 | 250 | 200 | 200 |
Rotation time (s) | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 |
Table 2.
MRI scanner types and parameters for axial T2-weighted images.
Table 2.
MRI scanner types and parameters for axial T2-weighted images.
Parameter | 1.5-T | 1.5-T | 1.5-T | 3.0-T | 3.0-T |
---|
TR (msec) | 3500 | 3500 | 4000 | 5300 | 5300 |
TE (msec) | 80 | 80 | 90 | 100 | 100 |
Slice thickness (mm) | 5 | 5 | 5 | 5 | 5 |
Gap (mm) | 6 | 6 | 6 | 6 | 6 |
Field of view (mm2) | 200 × 200 | 200 × 200 | 160 × 160 | 200 × 200 | 160 × 160 |
Matrix | 512 × 512 | 512 × 512 | 320 × 320 | 512 × 512 | 640 × 640 |
Table 3.
Patient details and location of metastatic epidural spinal cord compression.
Table 3.
Patient details and location of metastatic epidural spinal cord compression.
Characteristics | Patients (Overall n = 101) |
---|
Age (years) * | 60 ± 11.6 (26–93) |
Women | 47 (46.5) |
Men | 54 (53.5) |
Type of Cancer | |
Lung | 29 (28.7) |
Breast | 21 (20.8) |
Colorectal | 12 (11.9) |
Renal cell carcinoma | 10 (9.9) |
Prostate | 5 (5.0) |
Hepatocellular carcinoma | 5 (5.0) |
Multiple Myeloma | 4 (4.0) |
Nasopharyngeal carcinoma | 3 (3.0) |
Others | 12 (11.9) |
Number of CT scans | 123 |
MESCC location per CT scan | |
Diffuse thoracic # | 32 (26.0) |
C7-T2 | 7 (5.7) |
T3-T10 | 28 (22.8) |
T11-L3 | 39 (31.7) |
No epidural disease | 17 (13.8) |
Table 4.
Reference standard gradings for metastatic epidural spinal cord compression.
Table 4.
Reference standard gradings for metastatic epidural spinal cord compression.
Bilsky MESCC Grade | Per axial CT Image | Per CT Scan |
---|
Normal or 0 | 5642 (86.2) | 17 (13.8) |
Low (1a or 1b) | 471 (7.2) | 16 (13.0) |
High (1c or 2 or 3) | 432 (6.6) | 90 (73.2) |
Total | 6545 | 123 |
Table 5.
Radiologist interobserver variability for three-grade MESCC classification on CT.
Table 5.
Radiologist interobserver variability for three-grade MESCC classification on CT.
| Three-Grade MESCC (Normal, Low, and High) |
---|
Radiologist (per image) | Kappa (95% CI) | p-Value |
PJ | 0.927 (0.920–0.934) | <0.001 |
TYL | 0.928 (0.921–0.935) | <0.001 |
YT | 0.931 (0.924–0.938) | <0.001 |
Radiologist (per scan) | | |
PJ | 0.692 (0.585–0.798) | <0.001 |
TYL | 0.854 (0.777–0.931) | <0.001 |
YT | 0.694 (0.587–0.801) | <0.001 |
Table 6.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal/low versus high-grade) MESCC per CT image.
Table 6.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal/low versus high-grade) MESCC per CT image.
Radiologist | Kappa (95% CI) | p-Value | Sensitivity (95% CI) | Specificity (95% CI) | AUC (95% CI) |
---|
PJ | 0.967 (0.962–0.972) | <0.001 | 56.48 (51.66–61.21) | 99.90 (99.79–99.96) | 0.782 (0.752–0.812) |
TYL | 0.978 (0.974–0.982) | <0.001 | 77.78 (73.56–81.61) | 99.49 (99.28–99.66) | 0.886 (0.863–0.910) |
YT | 0.973 (0.969–0.977) | <0.001 | 65.74 (61.05–70.21) | 99.85 (99.72–99.93) | 0.828 (0.800–0.856) |
Table 7.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal/low versus high-grade) MESCC per CT scan.
Table 7.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal/low versus high-grade) MESCC per CT scan.
Radiologist | Kappa (95% CI) | p-Value | Sensitivity (95% CI) | Specificity (95% CI) | AUC (95% CI) |
---|
PJ | 0.653 (0.516–0.789) | <0.001 | 74.44 (64.16–83.06) | 100.00 (89.42–100.00) | 0.872 (0.827–0.918) |
TYL | 0.905 (0.833–0.976) | <0.001 | 94.44 (87.51–98.17) | 93.94 (79.77–99.26) | 0.942 (0.894–0.990) |
YT | 0.688 (0.558–0.819) | <0.001 | 77.78 (67.79–85.87) | 96.97 (84.24–99.92) | 0.874 (0.821–0.926) |
Original reporting radiologist | 0.213 (0.036–0.391) | 0.019 | 48.89 (38.20–59.65) | 90.91 (75.67–98.08) | 0.699 (0.627–0.771) |
Table 8.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal versus low/high-grade) MESCC per CT image.
Table 8.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal versus low/high-grade) MESCC per CT image.
Radiologist | Kappa (95% CI) | p-Value | Sensitivity (95% CI) | Specificity (95% CI) | AUC (95% CI) |
---|
PJ | 0.949 (0.943–0.955) | <0.001 | 77.30 (74.42–79.99) | 99.03 (98.73–99.26) | 0.882 (0.865–0.898) |
TYL | 0.936 (0.929–0.943) | <0.001 | 73.31 (70.30–76.17) | 98.49 (98.14–98.79) | 0.859 (0.842–0.877) |
YT | 0.948 (0.941–0.954) | <0.001 | 86.82 (84.44–88.96) | 97.50 (97.06–97.89) | 0.922 (0.908–0.935) |
Table 9.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal versus low/high-grade) MESCC per CT scan.
Table 9.
Radiologist sensitivity, specificity, and AUCs for two-grade (normal versus low/high-grade) MESCC per CT scan.
Radiologist | Kappa (95% CI) | p-Value | Sensitivity (95% CI) | Specificity (95% CI) | AUC (95% CI) |
---|
PJ | 0.947 (0.899–0.995) | <0.001 | 98.11 (93.35–99.77) | 82.35 (56.57–96.20) | 0.902 (0.808–0.997) |
TYL | 0.917 (0.858–0.977) | <0.001 | 98.11 (93.35–99.77) | 64.71 (38.33–85.79) | 0.814 (0.696–0.932) |
YT | 0.866 (0.787–0.945) | <0.001 | 91.51 (84.49–96.04) | 82.35 (56.57–96.20) | 0.869 (0.772–0.966) |
Original reporting radiologist | 0.095 (−0.098–0.287) | 0.333 | 44.34 (34.69–54.31) | 100.00 (80.49–100.00) | 0.722 (0.674–0.769) |