Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images

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...

Full description

Bibliographic Details
Main Authors: Philipp Fervers, Erkan Celik, Grischa Bratke, David Maintz, Christian Baues, Simon Ruffing, Philip Pollman-Schweckhorst, Jonathan Kottlors, Simon Lennartz, Nils Große Hokamp
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.734819/full
id doaj-12d7d6fc52014441812518de7f2cf71f
record_format Article
spelling doaj-12d7d6fc52014441812518de7f2cf71f2021-09-27T12:44:37ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-09-011110.3389/fonc.2021.734819734819Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium ImagesPhilipp Fervers0Erkan Celik1Grischa Bratke2David Maintz3Christian Baues4Simon Ruffing5Philip Pollman-Schweckhorst6Jonathan Kottlors7Simon Lennartz8Nils Große Hokamp9Department of Radiology, University Hospital of Cologne, Cologne, GermanyDepartment of Radiology, University Hospital of Cologne, Cologne, GermanyDepartment of Radiology, University Hospital of Cologne, Cologne, GermanyDepartment of Radiology, University Hospital of Cologne, Cologne, GermanyDepartment of Radiotherapy and Cyberknife Center, University Hospital of Cologne, Cologne, GermanyDepartment of Radiotherapy and Cyberknife Center, University Hospital of Cologne, Cologne, GermanyChair in Marketing Science and Analytics, University of Cologne, Cologne, GermanyDepartment of Radiology, University Hospital of Cologne, Cologne, GermanyDepartment of Radiology, University Hospital of Cologne, Cologne, GermanyDepartment of Radiology, University Hospital of Cologne, Cologne, GermanyBackgroundLife 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 vs. non-irradiated and locally progressive vs. stable/responsive LBLs using absolute attenuation post-irradiation and percentage attenuation change for patients with pre-irradiation DECT, if available.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.https://www.frontiersin.org/articles/10.3389/fonc.2021.734819/fullmultiple myelomaradiation oncologydual-energy acquisitioncomputed tomographyvirtual noncalciumirradiation response
collection DOAJ
language English
format Article
sources DOAJ
author Philipp Fervers
Erkan Celik
Grischa Bratke
David Maintz
Christian Baues
Simon Ruffing
Philip Pollman-Schweckhorst
Jonathan Kottlors
Simon Lennartz
Nils Große Hokamp
spellingShingle Philipp Fervers
Erkan Celik
Grischa Bratke
David Maintz
Christian Baues
Simon Ruffing
Philip Pollman-Schweckhorst
Jonathan Kottlors
Simon Lennartz
Nils Große Hokamp
Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images
Frontiers in Oncology
multiple myeloma
radiation oncology
dual-energy acquisition
computed tomography
virtual noncalcium
irradiation response
author_facet Philipp Fervers
Erkan Celik
Grischa Bratke
David Maintz
Christian Baues
Simon Ruffing
Philip Pollman-Schweckhorst
Jonathan Kottlors
Simon Lennartz
Nils Große Hokamp
author_sort Philipp Fervers
title Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images
title_short Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images
title_full Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images
title_fullStr Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images
title_full_unstemmed Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images
title_sort radiotherapy response assessment of multiple myeloma: a dual-energy ct approach with virtual non-calcium images
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-09-01
description 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 vs. non-irradiated and locally progressive vs. stable/responsive LBLs using absolute attenuation post-irradiation and percentage attenuation change for patients with pre-irradiation DECT, if available.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.
topic multiple myeloma
radiation oncology
dual-energy acquisition
computed tomography
virtual noncalcium
irradiation response
url https://www.frontiersin.org/articles/10.3389/fonc.2021.734819/full
work_keys_str_mv AT philippfervers radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT erkancelik radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT grischabratke radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT davidmaintz radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT christianbaues radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT simonruffing radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT philippollmanschweckhorst radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT jonathankottlors radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT simonlennartz radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT nilsgroßehokamp radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
_version_ 1716866836911357952