Cargando…
Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance
Multiple myeloma (MM) is a clonal plasma cell disorder originating in bone marrow. Whole body low-dose multidetector CT (MDCT) can depict bone marrow infiltration by myeloma cells into the adipose-rich fatty marrow of the appendicular skeleton. However, automated and objective volume measurement of...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5635114/ https://www.ncbi.nlm.nih.gov/pubmed/29018236 http://dx.doi.org/10.1038/s41598-017-13255-w |
_version_ | 1783270220005113856 |
---|---|
author | Nishida, Yuki Kimura, Shinya Mizobe, Hideaki Yamamichi, Junta Kojima, Kensuke Kawaguchi, Atsushi Fujisawa, Manabu Matsue, Kosei |
author_facet | Nishida, Yuki Kimura, Shinya Mizobe, Hideaki Yamamichi, Junta Kojima, Kensuke Kawaguchi, Atsushi Fujisawa, Manabu Matsue, Kosei |
author_sort | Nishida, Yuki |
collection | PubMed |
description | Multiple myeloma (MM) is a clonal plasma cell disorder originating in bone marrow. Whole body low-dose multidetector CT (MDCT) can depict bone marrow infiltration by myeloma cells into the adipose-rich fatty marrow of the appendicular skeleton. However, automated and objective volume measurement of bone marrow infiltration has not been established, and its clinical relevance remains unclear. We therefore developed novel CT post-processing software (MABLE software) and measured the total sum of CT values (cumulative CT value, cCTv) representing bone marrow infiltration, by combining volume and voxel-based CT values. The cCTv was greater in patients with symptomatic MM than in those with smouldering MM or monoclonal gammopathy of unknown significance. Patients with revised International Staging System (R-ISS) III had a higher cCTv than those with R-ISS I or II. Age, albumin, and M-protein levels independently predicted cCTv. Mixed graphical model analysis revealed direct relationships between cCTv and age or R-ISS. Tree-structured survival analysis and multivariate Cox analysis revealed that a cCTv greater than or equal to 4.4 was independently prognostic for overall survival. Anti-myeloma therapy reduced cCTv after treatment. These findings suggest that the automatically calculated cCTv reflects disease aggressiveness and is useful for accurate prognostic prediction in MM patients. |
format | Online Article Text |
id | pubmed-5635114 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56351142017-10-18 Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance Nishida, Yuki Kimura, Shinya Mizobe, Hideaki Yamamichi, Junta Kojima, Kensuke Kawaguchi, Atsushi Fujisawa, Manabu Matsue, Kosei Sci Rep Article Multiple myeloma (MM) is a clonal plasma cell disorder originating in bone marrow. Whole body low-dose multidetector CT (MDCT) can depict bone marrow infiltration by myeloma cells into the adipose-rich fatty marrow of the appendicular skeleton. However, automated and objective volume measurement of bone marrow infiltration has not been established, and its clinical relevance remains unclear. We therefore developed novel CT post-processing software (MABLE software) and measured the total sum of CT values (cumulative CT value, cCTv) representing bone marrow infiltration, by combining volume and voxel-based CT values. The cCTv was greater in patients with symptomatic MM than in those with smouldering MM or monoclonal gammopathy of unknown significance. Patients with revised International Staging System (R-ISS) III had a higher cCTv than those with R-ISS I or II. Age, albumin, and M-protein levels independently predicted cCTv. Mixed graphical model analysis revealed direct relationships between cCTv and age or R-ISS. Tree-structured survival analysis and multivariate Cox analysis revealed that a cCTv greater than or equal to 4.4 was independently prognostic for overall survival. Anti-myeloma therapy reduced cCTv after treatment. These findings suggest that the automatically calculated cCTv reflects disease aggressiveness and is useful for accurate prognostic prediction in MM patients. Nature Publishing Group UK 2017-10-10 /pmc/articles/PMC5635114/ /pubmed/29018236 http://dx.doi.org/10.1038/s41598-017-13255-w Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Nishida, Yuki Kimura, Shinya Mizobe, Hideaki Yamamichi, Junta Kojima, Kensuke Kawaguchi, Atsushi Fujisawa, Manabu Matsue, Kosei Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance |
title | Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance |
title_full | Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance |
title_fullStr | Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance |
title_full_unstemmed | Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance |
title_short | Automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance |
title_sort | automatic digital quantification of bone marrow myeloma volume in appendicular skeletons - clinical implications and prognostic significance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5635114/ https://www.ncbi.nlm.nih.gov/pubmed/29018236 http://dx.doi.org/10.1038/s41598-017-13255-w |
work_keys_str_mv | AT nishidayuki automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance AT kimurashinya automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance AT mizobehideaki automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance AT yamamichijunta automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance AT kojimakensuke automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance AT kawaguchiatsushi automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance AT fujisawamanabu automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance AT matsuekosei automaticdigitalquantificationofbonemarrowmyelomavolumeinappendicularskeletonsclinicalimplicationsandprognosticsignificance |