| Literature DB >> 33783572 |
S C Brandelik1, S Skornitzke1, T Mokry1, S Sauer2, W Stiller1, J Nattenmüller1, H U Kauczor1, T F Weber1, T D Do3.
Abstract
OBJECTIVES: Virtual non-calcium (VNCa) images could improve assessment of plasma cell dyscrasias by enhancing visibility of bone marrow. Thus, VNCa images from dual-layer spectral CT (DLCT) were evaluated at different calcium suppression (CaSupp) indices, correlating results with apparent diffusion coefficient (ADC) values from MRI.Entities:
Keywords: Computed tomography; Dual-layer spectral CT; Multiple myeloma; Plasma cell dyscrasia; Virtual non-calcium
Mesh:
Year: 2021 PMID: 33783572 PMCID: PMC8452563 DOI: 10.1007/s00330-021-07821-0
Source DB: PubMed Journal: Eur Radiol ISSN: 0938-7994 Impact factor: 5.315
Study population with type of plasma cell dyscrasia and infiltration
| Plasma cell dyscrasia type | Number of patients |
|---|---|
| MGUS | 1 |
| MGUS diffuse infiltration | 0 |
| MGUS non-diffuse infiltration | 1 |
| Smoldering myeloma | 4 |
| Smoldering myeloma diffuse infiltration | 0 |
| Smoldering myeloma non-diffuse infiltration | 4 |
| Multiple myeloma | 27 |
| Multiple myeloma diffuse infiltration | 14 |
| Multiple myeloma non-diffuse infiltration | 13 |
Fig. 1Patient with non-diffuse infiltration. a CaSupp index 25; b CaSupp index 65; c CaSupp index 95; d conventional CT soft tissue window; e conventional CT bone window; f, g magnification of b and d for L1-5
Fig. 2Patient with diffuse infiltration; a CaSupp index 25; b CaSupp index 65; c CaSupp index 95; d conventional CT soft tissue kernel; e conventional CT sharp kernel; f, g magnification of b and d for L1-5
Means and standard deviations of MRI ADC and CT numbers in conventional and VNCa images for all measurement locations, splitted into diffuse and non-diffuse infiltration pattern.
| Location | Infiltration pattern | MRI ADC | CT conventional | CaSupp 25 | CaSupp 35 | CaSupp 45 | CaSupp 55 | CaSupp 65 | CaSupp 75 | CaSupp 85 | CaSupp 95 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| [AU] | [HU] | [HU] | [HU] | [HU] | [HU] | [HU] | [HU] | [HU] | [HU] | ||
| C7 | Diffuse | 754.9 ± 248.8 | 243.3 ± 75.4 | −278.3 ± 124.1 | − 153.8 ± 73.0 | −78.2 ± 48.7 | −27.9 ± 34.6 | 8.2 ± 27.2 | 35.6 ± 24.6 | 58.5 ± 25.7 | 78.1 ± 28.1 |
| Non-diffuse | 496.1 ± 143.7 | 132.9 ± 36.2 | −159.8 ± 49.9 | −86.8 ± 31.3 | −45.2 ± 22.1 | −17.9 ± 17.6 | 2.2 ± 15.7 | 17.0 ± 15.6 | 29.4 ± 16.3 | 39.7 ± 17.4 | |
| T12 | Diffuse | 681.2 ± 352.9 | 155.3 ± 56.3 | −151.3 ± 66.2 | −75.6 ± 37.4 | −32.4 ± 21.8 | −4.0 ± 13.5 | 16.5 ± 11.0 | 32.3 ± 12.7 | 45.1 ± 15.8 | 55.9 ± 19.1 |
| Non-diffuse | 520.7 ± 16..8 | 218.5 ± 74.6 | −275.9 ± 128.9 | −149.1 ± 80.2 | −80.6 ± 54.8 | −33.9 ± 39.6 | −0.25 ± 31.1 | 25.3 ± 27.4 | 46.6 ± 27.1 | 63.7 ± 28.9 | |
| L1 | Diffuse | 655.7 ± 265.6 | 150.6 ± 59.0 | −152.1 ± 70.1 | −76.7 ± 40.3 | −34.0 ± 24.4 | −5.9 ± 15.8 | 14.5 ± 12.8 | 30.1 ± 13.8 | 43.0 ± 15.8 | 53.4 ± 19.4 |
| Non-diffuse | 419.9 ± 108.2 | 120.5 ± 39.2 | −142.9 ± 47.0 | −77.8 ± 28.4 | −40.7 ± 19.2 | −16.1 ± 15.2 | 1.3 ± 14.0 | 14.9 ± 14.6 | 25.9 ± 15.9 | 35.1 ± 17.4 | |
| L2 | Diffuse | 660.5 ± 310.9 | 146.4 ± 44.3 | −159.5 ± 59.2 | −83.8 ± 35.9 | −40.5 ± 23.9 | −11.9 ± 17.7 | 8.6 ± 15.4 | 24.5 ± 15.4 | 37.3 ± 16.7 | 48.1 ± 18.5 |
| Non-diffuse | 438.4 ± 109.8 | 116.8 ± 44.9 | −144.1 ± 56.9 | −78.9 ± 33.3 | −42.6 ± 20.6 | −18.3 ± 14.0 | −0.8 ± 11.7 | 12.7 ± 12.4 | 23.6 ± 14.3 | 32.8 ± 16.6 | |
| L3 | Diffuse | 689.4 ± 307.2 | 137.5 ± 44.0 | −141.6 ± 62.5 | −71.8 ± 37.5 | −32.2 ± 23.8 | −6.2 ± 16.1 | 12.6 ± 12.5 | 27.1 ± 12.0 | 38.8 ± 13.4 | 48.7 ± 15.6 |
| Non-diffuse | 437.2 ± 139.2 | 115.6 ± 45.8 | −154.5 ± 59.1 | −87.7 ± 34.3 | −49.6 ± 21.0 | −24.4 ± 13.8 | −6.3 ± 11.1 | 7.7 ± 11.7 | 19.0 ± 13.7 | 28.5 ± 16.2 | |
| L4 | Diffuse | 699.5 ± 343.9 | 133.8 ± 39.3 | −159.9 ± 44.7 | −87.2 ± 25.8 | −45.9 ± 16.1 | −18.6 ± 11.7 | 1.1 ± 10.8 | 16.2 ± 11.9 | 28.4 ± 13.8 | 38.7 ± 15.7 |
| Non-diffuse | 457.4 ± 174.1 | 121.7 ± 48.6 | −160.5 ± 71.8 | −91.5 ± 42.8 | −52.3 ± 26.9 | −26.5 ± 17.6 | −7.9 ± 12.9 | 6.5 ± 12.1 | 18.1 ± 13.6 | 27.6 ± 15.9 | |
| L5 | Diffuse | 717.3 ± 330.3 | 147.0 ± 42.8 | −182.5 ± 60.5 | −99.3 ± 36.0 | −52.3 ± 22.8 | −21.4 ± 15.8 | 1.0 ± 13.3 | 18.2 ± 13.7 | 32.1 ± 15.5 | 43.8 ± 17.8 |
| Non-diffuse | 432.3 ± 115.2 | 127.7 ± 53.1 | −178.4 ± 80.7 | −102.1 ± 47.7 | −58.5 ± 29.5 | −29.9 ± 18.8 | −9.2 ± 13.3 | 6.7 ± 12.5 | 19.6 ± 14.5 | 30.4 ± 17.6 | |
| L1-L5 | Diffuse | 684.51 ± 301.91 | 143.06 ± 41.93 | −159.09 ± 52.19 | −83.78 ± 29.96 | −40.97 ± 18.08 | −12.80 ± 11.90 | 7.54 ± 10.08 | 23.19 ± 11.16 | 35.92 ± 13.18 | 46.56 ± 15.69 |
| Non-diffuse | 437.06 ± 113.75 | 120.46 ± 44.48 | −156.08 ± 58.29 | −87.61 ± 33.50 | −48.73 ± 20.04 | −23.02 ± 12.52 | −4.57 ± 9.59 | 9.69 ± 10.35 | 21.23 ± 12.65 | 30.90 ± 15.24 | |
| Iliac bone | Diffuse | 789.0 ± 310.2 | 156.4 ± 79.8 | −162.3 ± 102.4 | −84.2 ± 56.8 | −38.3 ± 32.0 | −8.6 ± 17.8 | 12.8 ± 13.3 | 29.3 ± 16.8 | 42.5 ± 22.6 | 53.9 ± 28.0 |
| Non-diffuse | 521.6 ± 125.5 | 104.2 ± 58.1 | −129.6 ± 74.9 | −73.7 ± 42.4 | −41.8 ± 24.6 | −20.4 ± 15.9 | −5.7 ± 11.5 | 5.9 ± 13.3 | 15.3 ± 16.8 | 23.3 ± 20.5 |
Fig. 3Heat map of Pearson’s correlation r and p value between CT numbers and ADC values for different CaSupp indices and measurement locations
Fig. 4ROC curves for CT and MRI; a ROC curve analysis: good differentiation between diffuse and non-diffuse infiltration for mean L1-5 vertebrae at CaSupp index 65 with AUC of 0.8185; b ROC curve of the MRI ADC for mean of L1-5 vertebrae with AUC of 0.8631. c ROC curve of conventional CT for mean of L1-5 vertebrae with AUC of 0.6409
Fig. 5Boxplots for VNCa-CT numbers for diffuse and non-diffuse infiltration at CaSupp index 65 for mean of L1-5 vertebra. Dashed line: optimum cut-off point of −1.6 HU for differentiation between both patterns.
Contrast-to-noise ratio for different locations and image data in conventional CT, VNCa-CT, and MRI. RIB right iliac bone
| T12 | C7 | L1 | L2 | L3 | L4 | L5 | L1-L5 | RIB | |
|---|---|---|---|---|---|---|---|---|---|
| Conventional CT | 0.70 | 0.74 | 0.96 | 0.91 | 0.67 | 0.38 | 0.54 | 0.69 | 1.37 |
| CaSupp index 25 | 0.25 | −0.06 | −0.28 | −0.43 | 0.37 | 0.02 | −0.11 | −0.09 | −0.79 |
| CaSupp index 35 | 0.48 | −0.17 | 0.05 | −0.20 | 0.65 | 0.18 | 0.11 | 0.16 | −0.40 |
| CaSupp index 45 | 0.69 | 0.11 | 0.36 | 0.11 | 0.89 | 0.33 | 0.31 | 0.40 | 0.18 |
| CaSupp index 55 | 0.85 | 0.35 | 0.62 | 0.36 | 1.07 | 0.45 | 0.47 | 0.59 | 0.73 |
| CaSupp index 65 | 0.92 | 0.54 | 0.82 | 0.57 | 1.17 | 0.54 | 0.59 | 0.73 | 1.22 |
| CaSupp index 75 | 0.97 | 0.68 | 0.95 | 0.72 | 1.20 | 0.59 | 0.67 | 0.82 | 1.52 |
| CaSupp index 85 | 0.97 | 0.78 | 1.06 | 0.83 | 1.19 | 0.61 | 0.71 | 0.88 | 1.67 |
| CaSupp index 95 | 0.96 | 0.88 | 1.09 | 0.90 | 1.18 | 0.64 | 0.73 | 0.90 | 1.76 |
| MRI ADC | 1.34 | 1.92 | 1.67 | 1.49 | 1.67 | 1.50 | 1.94 | 1.65 | 2.22 |