Cargando…

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

BACKGROUND: Life 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 tomograp...

Descripción completa

Detalles Bibliográficos
Autores principales: Fervers, Philipp, Celik, Erkan, Bratke, Grischa, Maintz, David, Baues, Christian, Ruffing, Simon, Pollman-Schweckhorst, Philip, Kottlors, Jonathan, Lennartz, Simon, Große Hokamp, Nils
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504158/
https://www.ncbi.nlm.nih.gov/pubmed/34646776
http://dx.doi.org/10.3389/fonc.2021.734819
_version_ 1784581274869956608
author Fervers, Philipp
Celik, Erkan
Bratke, Grischa
Maintz, David
Baues, Christian
Ruffing, Simon
Pollman-Schweckhorst, Philip
Kottlors, Jonathan
Lennartz, Simon
Große Hokamp, Nils
author_facet Fervers, Philipp
Celik, Erkan
Bratke, Grischa
Maintz, David
Baues, Christian
Ruffing, Simon
Pollman-Schweckhorst, Philip
Kottlors, Jonathan
Lennartz, Simon
Große Hokamp, Nils
author_sort Fervers, Philipp
collection PubMed
description BACKGROUND: Life 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. OBJECTIVE: To explore the feasibility of RT response monitoring with DECT-derived VNCa attenuation measurements in MM. METHODS: Thirty-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. RESULTS: Attenuation 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)]. CONCLUSION: Therapy 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.
format Online
Article
Text
id pubmed-8504158
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-85041582021-10-12 Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images Fervers, Philipp Celik, Erkan Bratke, Grischa Maintz, David Baues, Christian Ruffing, Simon Pollman-Schweckhorst, Philip Kottlors, Jonathan Lennartz, Simon Große Hokamp, Nils Front Oncol Oncology BACKGROUND: Life 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. OBJECTIVE: To explore the feasibility of RT response monitoring with DECT-derived VNCa attenuation measurements in MM. METHODS: Thirty-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. RESULTS: Attenuation 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)]. CONCLUSION: Therapy 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. Frontiers Media S.A. 2021-09-23 /pmc/articles/PMC8504158/ /pubmed/34646776 http://dx.doi.org/10.3389/fonc.2021.734819 Text en Copyright © 2021 Fervers, Celik, Bratke, Maintz, Baues, Ruffing, Pollman-Schweckhorst, Kottlors, Lennartz and Große Hokamp https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Fervers, Philipp
Celik, Erkan
Bratke, Grischa
Maintz, David
Baues, Christian
Ruffing, Simon
Pollman-Schweckhorst, Philip
Kottlors, Jonathan
Lennartz, Simon
Große Hokamp, Nils
Radiotherapy Response Assessment of Multiple Myeloma: A Dual-Energy CT Approach With Virtual Non-Calcium Images
title 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_short 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
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504158/
https://www.ncbi.nlm.nih.gov/pubmed/34646776
http://dx.doi.org/10.3389/fonc.2021.734819
work_keys_str_mv AT ferversphilipp radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT celikerkan radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT bratkegrischa radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT maintzdavid radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT baueschristian radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT ruffingsimon radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT pollmanschweckhorstphilip radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT kottlorsjonathan radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT lennartzsimon radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages
AT großehokampnils radiotherapyresponseassessmentofmultiplemyelomaadualenergyctapproachwithvirtualnoncalciumimages