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Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma
- Source :
- On behalf of the PETRA Consortium 2020, ' Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma ', Molecular Imaging and Biology, vol. 22, no. 4, pp. 1102-1110 . https://doi.org/10.1007/s11307-020-01474-z, Molecular Imaging and Biology, Molecular Imaging and Biology, 22(4), 1102-1110. Springer New York
- Publication Year :
- 2020
-
Abstract
- Purpose This pilot study aimed to determine interobserver reliability and ease of use of three workflows for measuring metabolic tumor volume (MTV) and total lesion glycolysis (TLG) in diffuse large B cell lymphoma (DLBCL). Procedures Twelve baseline [18F]FDG PET/CT scans from DLBCL patients with wide variation in number and size of involved organs and lymph nodes were selected from the international PETRA consortium database. Three observers analyzed scans using three workflows. Workflow A: user-defined selection of individual lesions followed by four automated segmentations (41%SUVmax, A50%SUVpeak, SUV≥2.5, SUV≥4.0). For each lesion, observers indicated their “preferred segmentation.” Individually selected lesions were summed to yield total MTV and TLG. Workflow B: fully automated preselection of [18F]FDG-avid structures (SUV≥4.0 and volume≥3ml), followed by removing non-tumor regions with single mouse clicks. Workflow C: preselected volumes based on Workflow B modified by manually adding lesions or removing physiological uptake, subsequently checked by experienced nuclear medicine physicians. Workflow C was performed 3 months later to avoid recall bias from the initial Workflow B analysis. Interobserver reliability was expressed as intraclass correlation coefficients (ICC). Results Highest interobserver reliability in Workflow A was found for SUV≥2.5 and SUV≥4.0 methods (ICCs for MTV 0.96 and 0.94, respectively). SUV≥4.0 and A50%Peak were most and SUV≥2.5 was the least preferred segmentation method. Workflow B had an excellent interobserver reliability (ICC = 1.00) for MTV and TLG. Workflow C reduced the ICC for MTV and TLG to 0.92 and 0.97, respectively. Mean workflow analysis time per scan was 29, 7, and 22 min for A, B, and C, respectively. Conclusions Improved interobserver reliability and ease of use occurred using fully automated preselection (using SUV≥4.0 and volume≥3ml, Workflow B) compared with individual lesion selection by observers (Workflow A). Subsequent manual modification was necessary for some patients but reduced interobserver reliability which may need to be balanced against potential improvement on prognostic accuracy.
- Subjects :
- Cancer Research
Time Factors
Interobserver reliability
Intraclass correlation
PET/CT
education
Medizin
Diffuse large B cell lymphoma
Total lesion glycolysis
030218 nuclear medicine & medical imaging
Workflow
03 medical and health sciences
Automation
0302 clinical medicine
Workflow analysis
Medicine
Humans
Radiology, Nuclear Medicine and imaging
Observer Variation
PET-CT
business.industry
Metabolic tumor volume
medicine.disease
Tumor Burden
Oncology
030220 oncology & carcinogenesis
Lymphoma, Large B-Cell, Diffuse
business
Nuclear medicine
Diffuse large B-cell lymphoma
Glycolysis
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 15361632
- Database :
- OpenAIRE
- Journal :
- On behalf of the PETRA Consortium 2020, ' Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma ', Molecular Imaging and Biology, vol. 22, no. 4, pp. 1102-1110 . https://doi.org/10.1007/s11307-020-01474-z, Molecular Imaging and Biology, Molecular Imaging and Biology, 22(4), 1102-1110. Springer New York
- Accession number :
- edsair.doi.dedup.....7b294acc3f5f9d36450421f704fd2f14