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Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma

OBJECTIVES: Objective evaluation of the extent of skeletal marrow involvement in multiple myeloma remains a clinical gap for CT. We aimed to develop a quantitative segmentation pipeline for dual energy CT and to assess whether quantified whole skeleton calcium-subtracted attenuation values correlate...

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Autores principales: Gu, Renyang, Amlani, Ashik, Haberland, Ulrike, Hodson, Dan, Streetly, Matthew, Antonelli, Michela, Dregely, Isabel, Goh, Vicky
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science Ireland Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9026281/
https://www.ncbi.nlm.nih.gov/pubmed/35240412
http://dx.doi.org/10.1016/j.ejrad.2022.110223
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author Gu, Renyang
Amlani, Ashik
Haberland, Ulrike
Hodson, Dan
Streetly, Matthew
Antonelli, Michela
Dregely, Isabel
Goh, Vicky
author_facet Gu, Renyang
Amlani, Ashik
Haberland, Ulrike
Hodson, Dan
Streetly, Matthew
Antonelli, Michela
Dregely, Isabel
Goh, Vicky
author_sort Gu, Renyang
collection PubMed
description OBJECTIVES: Objective evaluation of the extent of skeletal marrow involvement in multiple myeloma remains a clinical gap for CT. We aimed to develop a quantitative segmentation pipeline for dual energy CT and to assess whether quantified whole skeleton calcium-subtracted attenuation values correlate with biopsy-derived bone marrow infiltration in multiple myeloma. METHODS: Consecutive prospective patients with suspected/established myeloma underwent dual source CT from the skull vertex to proximal tibia. Whole skeleton segmentation was performed for 120 kVp-equivalent images as follows: following Hounsfield unit (HU) thresholding, a Chan-Vese morphological operation was implemented to generate a whole skeleton segmentation mask. This mask was then applied to corresponding whole skeleton material decomposition calcium-subtracted maps, generating whole skeleton HU values. Associations with biopsy-derived bone marrow plasma cell infiltration percentage were assessed with Spearman’s rank correlation; significance was at 5%. RESULTS: 21 patients (12 females; median (IQR) 67 (61, 73) years) were included; 16 patients had osteolytic bone lesions; 15 patients underwent bone marrow biopsy. Segmentation and quantification were feasible in all patients. Median (IQR) of the average skeletal calcium-subtracted attenuation was −59.9 HU (-66.3, −51.8HU). There was a positive correlation with bone marrow plasma cell infiltration percentage (Spearman’s rho: + 0.79, p < 0.001). CONCLUSION: Whole skeleton calcium-subtracted attenuation is associated with the degree of bone marrow infiltration by plasma cells, providing an objective measure of marrow involvement with the potential to allow earlier detection of disease.
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spelling pubmed-90262812022-05-17 Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma Gu, Renyang Amlani, Ashik Haberland, Ulrike Hodson, Dan Streetly, Matthew Antonelli, Michela Dregely, Isabel Goh, Vicky Eur J Radiol Article OBJECTIVES: Objective evaluation of the extent of skeletal marrow involvement in multiple myeloma remains a clinical gap for CT. We aimed to develop a quantitative segmentation pipeline for dual energy CT and to assess whether quantified whole skeleton calcium-subtracted attenuation values correlate with biopsy-derived bone marrow infiltration in multiple myeloma. METHODS: Consecutive prospective patients with suspected/established myeloma underwent dual source CT from the skull vertex to proximal tibia. Whole skeleton segmentation was performed for 120 kVp-equivalent images as follows: following Hounsfield unit (HU) thresholding, a Chan-Vese morphological operation was implemented to generate a whole skeleton segmentation mask. This mask was then applied to corresponding whole skeleton material decomposition calcium-subtracted maps, generating whole skeleton HU values. Associations with biopsy-derived bone marrow plasma cell infiltration percentage were assessed with Spearman’s rank correlation; significance was at 5%. RESULTS: 21 patients (12 females; median (IQR) 67 (61, 73) years) were included; 16 patients had osteolytic bone lesions; 15 patients underwent bone marrow biopsy. Segmentation and quantification were feasible in all patients. Median (IQR) of the average skeletal calcium-subtracted attenuation was −59.9 HU (-66.3, −51.8HU). There was a positive correlation with bone marrow plasma cell infiltration percentage (Spearman’s rho: + 0.79, p < 0.001). CONCLUSION: Whole skeleton calcium-subtracted attenuation is associated with the degree of bone marrow infiltration by plasma cells, providing an objective measure of marrow involvement with the potential to allow earlier detection of disease. Elsevier Science Ireland Ltd 2022-04 /pmc/articles/PMC9026281/ /pubmed/35240412 http://dx.doi.org/10.1016/j.ejrad.2022.110223 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gu, Renyang
Amlani, Ashik
Haberland, Ulrike
Hodson, Dan
Streetly, Matthew
Antonelli, Michela
Dregely, Isabel
Goh, Vicky
Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma
title Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma
title_full Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma
title_fullStr Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma
title_full_unstemmed Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma
title_short Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma
title_sort correlation between whole skeleton dual energy ct calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9026281/
https://www.ncbi.nlm.nih.gov/pubmed/35240412
http://dx.doi.org/10.1016/j.ejrad.2022.110223
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