ArticleFrontiers in oncology2021
Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images.
Article in Frontiers in oncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 14 citations in OpenAlex.
- Evaluation of assumed tumour volume in multiple myeloma using dual-energy spectral CT and its correlation between haematological findings.European journal of radiology open · 2025Article
- Diagnostic Innovations: Advances in imaging techniques for diagnosis and follow-up of multiple myeloma.Journal of bone oncology · 2025Review
- Diagnostic accuracy of virtual non-calcium dual-energy computed tomography in the detection of acute occult ankle and calcaneus fractures.Quantitative imaging in medicine and surgery · 2025Article
- Role of Imaging in Multiple Myeloma: A Potential Opportunity for Quantitative Imaging and Radiomics?Cancers · 2024Review
- Dual-Energy CT in Oncologic Imaging.Tomography (Ann Arbor, Mich.) · 2024Review
- Imaging of Multiple Myeloma: Present and Future.Journal of clinical medicine · 2024Review
- XGBoost-based multiparameters from dual-energy computed tomography for the differentiation of multiple myeloma of the spine from vertebral osteolytic metastases.European radiology · 2023Article
- Dual-Energy CT, Virtual Non-Calcium Bone Marrow Imaging of the Spine: An AI-Assisted, Volumetric Evaluation of a Reference Cohort with 500 CT Scans.Diagnostics (Basel, Switzerland) · 2022Article
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10 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundLife expectancy of patients with multiple myeloma (MM) has increased over the past decades, underlining the importance of local tumor control and avoidance of dose-dependent side effects of palliative radiotherapy (RT). Virtual noncalcium (VNCa) imaging from dual-energy computed tomography (DECT) has been suggested to estimate cellularity and metabolic activity of lytic bone lesions (LBLs) in MM.
objectiveTo explore the feasibility of RT response monitoring with DECT-derived VNCa attenuation measurements in MM.
methodsThirty-three patients with 85 LBLs that had been irradiated and 85 paired non-irradiated LBLs from the same patients were included in this retrospective study. Irradiated and non-irradiated LBLs were measured by circular regions of interest (ROIs) on conventional and VNCa images in a total of 216 follow-up measurements (48 before and 168 after RT). Follow-ups were rated as therapy response, stable disease, or local progression according to the MD Anderson criteria. Receiver operating characteristic (ROC) analysis was performed to discriminate irradiated
resultsAttenuation of LBLs decreased after RT depending on the time that had passed after irradiation [absolute thresholds for identification of irradiated LBLs 30.5-70.0 HU [best area under the curve [AUC] 0.75 (0.59-0.91)] and -77.0 to -22.5 HU [best AUC 0.85 (0.65-1.00)]/-50% and -117% to -167% proportional change of attenuation on conventional and VNCa images, respectively]. VNCa CT was significantly superior for identification of RT effects in LBLs with higher calcium content [best VNCa AUC 0.96 (0.91-1.00), best conventional CT AUC 0.64 (0.45-0.83)]. Thresholds for early identification of local irradiation failure were >20.5 HU on conventional CT [AUC 0.78 (0.68-0.88)] and >-27 HU on VNCa CT [AUC 0.83 (0.70-0.96)].
conclusionTherapy response of LBLs after RT can be monitored by VNCa imaging based on regular myeloma scans, which yields potential for optimizing the lesion-specific radiation dose for local tumor control. Decreasing attenuation indicates RT response, while above threshold attenuation of LBLs precedes local irradiation failure.
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