| Literature DB >> 33768288 |
Virginia Liberini1,2, Michael Messerli3, Lars Husmann3, Ken Kudura3, Hannes Grünig3, Alexander Maurer3, Stephan Skawran3, Erika Orita3,4, Daniele A Pizzuto3,5, Désirée Deandreis6, Reinhard Dummer7, Joanna Mangana7, Daniela Mihic-Probst8, Niels Rupp8, Martin W Huellner3.
Abstract
OBJECTIVES: To compare block sequential regularized expectation maximization (BSREM) and ordered subset expectation maximization (OSEM) for the detection of in-transit metastasis (ITM) of malignant melanoma in digital [18F]FDG PET/CT.Entities:
Keywords: Algorithms; Fluorodeoxyglucose F18; Melanoma; Positron Emission Tomography / Computed Tomography; Skin neoplasms
Mesh:
Substances:
Year: 2021 PMID: 33768288 PMCID: PMC8452544 DOI: 10.1007/s00330-021-07852-7
Source DB: PubMed Journal: Eur Radiol ISSN: 0938-7994 Impact factor: 5.315
Patient and primary tumor characteristics
| Patient characteristics | |
| PET/CT scan, | |
| Staging | 12 (12.0) |
| Restaging | 88 (88.0) |
| Gender, | |
| Male | 60 (60.0) |
| Female | 40 (40.0) |
| Age (years), median (range) | 64.50 (21–91) |
| Activity injected (MBq), median (range) | 229.50 (97–330) |
| Uptake time (min), median (range) | 60.00 (43–92) |
| Blood glucose level (mmol/L), median (range) | 5.20 (4.2–7.8) |
| Weight (kg), median (range) | 77.50 (50–114) |
| Height (cm), median (range) | 172.00 (147–195) |
| BMI (kg/m2), median (range) | 26.75 (19.7–38.8) |
| Primary melanoma characteristics | |
| Type, | |
| Superficial spreading melanoma (SSM) | 22 (22.0) |
| Lentigo malignant melanoma (LMM) | 2 (2.0) |
| Acral lentiginous melanoma (ALM) | 9 (9.0) |
Nodular melanoma (NM) Unknown | 41 (41.0) 19 (19.0) |
| Location, | |
| Head and neck | 10 (10.0) |
| Torso | 23 (23.0) |
| Arms | 8 (8.0) |
| Legs | 51 (51.0) |
| Unknown | 8 (8.0) |
| Clark level, | |
| II | 2 (2.0) |
| III | 10 (10.0) |
| IV | 37 (37.0) |
| V | 11 (11.0) |
| Unknown | 40 (40.0) |
| Breslow, mean ± SD (range) | 2.8 ± 2.5 (0.6–20.0) |
| Breslow, n (%) | |
| 3 (3.0) | |
| 31 (31.0) | |
| 32 (32.0) | |
| 23 (23.0) | |
| 11 (11.0) | |
| Ulceration, | |
| Yes | 54 (54.0) |
| No | 28 (28.0) |
| Unknown | 18 (18.0) |
| BRAF mutation, | |
| Yes | 37 (37.0) |
| No | 35 (35.0) |
| Unknown | 28 (28.0) |
Note: BMI, body mass index; BRAF, v-Raf murine sarcoma viral oncogene homolog B; MBq, megabecquerel; PET, positron emission tomography
Fig. 1PET parameters (a SUVmax, b TBR, c MTV) of in-transit metastasis with OSEM and BSREM reconstruction
Characteristics of the in-transit metastases in OSEM and BSREM
| OSEM | BSREM | Parameter difference in BREM vs. OSEM (%) | ||
|---|---|---|---|---|
| In-transit metastasis (ITM) detected | ||||
| Overall ITM number, | 206 | 287 (+81) | + 39.32% | - |
| Mean ITM per patient, mean ± SD; min-max | 2.06 (± 2.29; 0–12) | 2.87 (± 2.56; 1–12) | + 39.32% | - |
| ITM detected per patient, | ||||
| 1 lesion | 25 | 42 (+17) | + 68.00% | - |
| 2–5 lesions | 41 | 44 (+3) | + 7.31% | - |
| > 5 lesions | 14 | 14 (+0) | + 0.00% | - |
| ITM location, | ||||
| Head and neck | 6 | 19 (+ 13) | + 216.66% | - |
| Torso | 34 | 47 (+ 13) | + 38.23% | - |
| Arms | 17 | 23 (+ 6) | + 35.29% | - |
| Legs | 149 | 198 (+ 48) | + 32.21% | - |
| Blood pool SUVmean, mean ± SD; min-max | 1.76 ± 0.24 (1.19–2.59) | 1.77 ± 0.24 (1.19–2.58) | + 0.56% | 0.860 |
| SUVmax, mean ± SD; min-max | 4.77 ± 4.34 (0.68–46.32) | 8.42 ± 7.39 (0.84–71.60) | + 76.51% | < 0.001 |
| TBR, mean ± SD; min-max | 2.69 ± 2.30 (0.39–24.90) | 4.78 ± 4.20 (0.48–38.28) | + 77.69% | < 0.001 |
| MTV (cm3), mean ± SD; min-max | 2.00 ± 1.97 (0.18–10.01) | 1.01 ± 1.33 (0.02–8.39) | −49.54% | < 0.001 |
| In-transit metastasis (ITM) missed by OSEM reconstruction | ||||
| Overall ITM number, | 81 | - | ||
| ITM location, | ||||
| Head and neck | - | 13 | - | |
| Torso | - | 13 | - | |
| Arms | - | 6 | - | |
| Legs | - | 49 | - | |
| SUVmax, mean ± SD; min-max | 2.03 ± 0.71 (0.68–4.41) | 3.84 ± 1.78 (0.84–10.99) | + 89.16% | < 0.001 |
| TBR, mean ± SD; min-max | 1.18 ± 0.47 (0.39–3.39) | 2.22 ± 1.02 (0.48–5.69) | + 88.13% | < 0.001 |
| ITM MTV (cm3), mean ± SD; min-max | 2.92 ± 2.32 (0.39–9.24) | 1.01 ± 1.16 (0.04–6.17) | − 65.41% | < 0.001 |
Note: ITM, in-transit metastasis; TBR, target-to-background ratio
*p value was calculated with the Wilcoxon signed-rank test
Fig. 2SUVmax of ITM in OSEM and BSREM reconstructions by location
Characteristics of in-transit metastasis detected by OSEM and BSREM, according to location
| In-transit metastasis (ITM) detected | OSEM | BSREM | Parameter difference in BREM vs. OSEM (%) | |
|---|---|---|---|---|
| Head and neck, | 6 | 19 (+ 13) | + 216.66% | |
| SUVmax, mean ± SD; min-max | 3.41 ± 2.03 (1.26–7.93) | 6.03 ± 3.35 (1.83–14.05) | +76.83% | < 0.001 |
| TBR, mean ± SD; min-max | 2.21 ± 1.45 (0.70–5.31) | 3.91 ± 2.43 (1.16–11.06) | +76.92% | < 0.001 |
| MTV (cm3), mean ± SD; min-max | 3.21 ± 2.74 (0.61–9.14) | 1.14 ± 1.22 (0.08–4.46) | − 64.48% | < 0.001 |
| Torso, n (%) | 34 | 47 (+ 13) | + 38.23% | |
| SUVmax, mean ± SD; min–max | 4.56 ± 3.44 (0.68–18.57) | 6.98 ± 6.32 (0.84–38.33) | + 53.07% | < 0.001 |
| TBR, mean ± SD; min–max | 2.63 ± 1.94 (0.40–9.83) | 4.01 ± 3.47 (0.49–20.39) | +52.47% | < 0.001 |
| MTV (cm3), mean ± SD; min–max | 1.63 ± 1.28 (0.31–5.86) | 0.91 ± 3.44 (0.68–18–57) | − 44.17% | < 0.001 |
| Arms, | 17 | 23 (+ 6) | + 35.29% | |
| SUVmax, mean ± SD; min–max | 2.97 ± 1.57 (1.10–7.37) | 4.41 ± 2.94 (1.28–14.62) | +48.48% | < 0.001 |
| TBR, mean ± SD; min–max | 1.96 ± 1.07 (0.63–5.01) | 2.90 ± 1.98 (0.72–10.01) | +47.95% | < 0.001 |
| MTV (cm3), mean ± SD; min–max | 2.67 ± 2.28 (0.44–8.70) | 1.69 ± 1.80 (0.10–6.17) | − 36.70% | < 0.001 |
| Legs, | 149 | 198 (+ 48) | + 32.21% | |
| SUVmax, mean ± SD; min–max | 5.17 ± 4.82 (0.90–46.32) | 9.46 ± 8.00 (1.28–71.60) | +82.97% | < 0.001 |
| TBR, mean ± SD; min–max | 2.84 ± 2.53 (0.45–24.90) | 5.29 ± 4.58 (0.71–38.29) | +86.26% | < 0.001 |
| MTV (cm3), mean ± SD; min–max | 1.90 ± 1.94 (0.18–10.01) | 0.94 ± 1.36 (0.02–8.39) | − 50.52% | < 0.001 |
Note: ITM, in-transit metastasis; TBR, target-to-background ratio
*p value was calculated with the Wilcoxon signed-rank test
Fig. 3[18F]FDG PET/CT of a malignant melanoma patient with three right-sided lower leg in-transit metastases, visible on maximum intensity projection (MIP) images (a, arrow) as well as on axial CT and PET images (b–d, white arrows), better defined by BSREM reconstruction compared to OSEM reconstruction. BSREM reconstruction also yielded higher SUVmax, lower MTV, and better noise characteristics compared to OSEM reconstruction, as indicated by axial PET images (b–d)
Fig. 4[18F]FDG PET/CT of a malignant melanoma patient with several left-sided leg in-transit metastases, visible on MIP images (a). Of these, the two proximal ones (black arrows) were detected only at BSREM reconstruction. As shown in the axial images (b and c), BSREM yielded higher SUVmax, lower MTV, and better noise characteristics compared to OSEM. Despite their high uptake at BSREM and the location highly suspicious for ITM, these two lesions had no anatomical correlate on CT (white arrows), except for a slight skin thickening at one site. Both lesions were subsequently confirmed by histopathology