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Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI
OBJECTIVES: To compare remission status at completion of chemotherapy for multiple myeloma (MM) with changes in total diffusion volume (tDV) calculated from whole-body diffusion-weighted imaging (WB-DWI) and fat fraction (FF) of lumbar bone marrow (BM) by modified Dixon Quant (mDixon Quant) soon aft...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7046272/ https://www.ncbi.nlm.nih.gov/pubmed/32106239 http://dx.doi.org/10.1371/journal.pone.0229607 |
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author | Takasu, Miyuki Kondo, Shota Akiyama, Yuji Takahashi, Yuji Maeda, Shogo Baba, Yasutaka Kawase, Takakazu Ichinohe, Tatsuo Awai, Kazuo |
author_facet | Takasu, Miyuki Kondo, Shota Akiyama, Yuji Takahashi, Yuji Maeda, Shogo Baba, Yasutaka Kawase, Takakazu Ichinohe, Tatsuo Awai, Kazuo |
author_sort | Takasu, Miyuki |
collection | PubMed |
description | OBJECTIVES: To compare remission status at completion of chemotherapy for multiple myeloma (MM) with changes in total diffusion volume (tDV) calculated from whole-body diffusion-weighted imaging (WB-DWI) and fat fraction (FF) of lumbar bone marrow (BM) by modified Dixon Quant (mDixon Quant) soon after induction of chemotherapy, and to assess the predictive value of MRI. METHODS: Fifty patients (mean age, 66.9 ± 10.5 years) with symptomatic myeloma were examined before and after two cycles of chemotherapy. From WB-DWI data, tDV was obtained with the threshold for positive BM involvement. Mean FF was calculated from lumbar BM using the mDixon Quant sequence. At the completion of chemotherapy, patients were categorized into a CR/very good PR (VGPR) group (n = 15; mean age, 67.6 ± 10.3 years) and a PR, SD or PD group (n = 35; mean age, 69.1 ± 8.6 years). ROC curves were plotted to assess performance in predicting achievement of CR/VGPR. RESULTS: At second examination, serum M protein, β(2)-microglobulin, and tDV were significantly decreased and hemoglobin, mean ADC, and FF were significantly increased in the CR/VGPR group and serum M protein was significantly increased in the PR/SD/PD group. The general linear model demonstrated that percentage changes in FF and M protein contributed significantly to achieving CR/VGPR (P = 0.02, P = 0.04, respectively). AUCs of ROC curves were 0.964 for FF and 0.847 for M protein. CONCLUSIONS: Early change in FF of lumbar BM and serum M protein soon after induction of chemotherapy contributed significantly to prediction of CR/VGPR. |
format | Online Article Text |
id | pubmed-7046272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70462722020-03-09 Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI Takasu, Miyuki Kondo, Shota Akiyama, Yuji Takahashi, Yuji Maeda, Shogo Baba, Yasutaka Kawase, Takakazu Ichinohe, Tatsuo Awai, Kazuo PLoS One Research Article OBJECTIVES: To compare remission status at completion of chemotherapy for multiple myeloma (MM) with changes in total diffusion volume (tDV) calculated from whole-body diffusion-weighted imaging (WB-DWI) and fat fraction (FF) of lumbar bone marrow (BM) by modified Dixon Quant (mDixon Quant) soon after induction of chemotherapy, and to assess the predictive value of MRI. METHODS: Fifty patients (mean age, 66.9 ± 10.5 years) with symptomatic myeloma were examined before and after two cycles of chemotherapy. From WB-DWI data, tDV was obtained with the threshold for positive BM involvement. Mean FF was calculated from lumbar BM using the mDixon Quant sequence. At the completion of chemotherapy, patients were categorized into a CR/very good PR (VGPR) group (n = 15; mean age, 67.6 ± 10.3 years) and a PR, SD or PD group (n = 35; mean age, 69.1 ± 8.6 years). ROC curves were plotted to assess performance in predicting achievement of CR/VGPR. RESULTS: At second examination, serum M protein, β(2)-microglobulin, and tDV were significantly decreased and hemoglobin, mean ADC, and FF were significantly increased in the CR/VGPR group and serum M protein was significantly increased in the PR/SD/PD group. The general linear model demonstrated that percentage changes in FF and M protein contributed significantly to achieving CR/VGPR (P = 0.02, P = 0.04, respectively). AUCs of ROC curves were 0.964 for FF and 0.847 for M protein. CONCLUSIONS: Early change in FF of lumbar BM and serum M protein soon after induction of chemotherapy contributed significantly to prediction of CR/VGPR. Public Library of Science 2020-02-27 /pmc/articles/PMC7046272/ /pubmed/32106239 http://dx.doi.org/10.1371/journal.pone.0229607 Text en © 2020 Takasu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Takasu, Miyuki Kondo, Shota Akiyama, Yuji Takahashi, Yuji Maeda, Shogo Baba, Yasutaka Kawase, Takakazu Ichinohe, Tatsuo Awai, Kazuo Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI |
title | Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI |
title_full | Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI |
title_fullStr | Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI |
title_full_unstemmed | Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI |
title_short | Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI |
title_sort | assessment of early treatment response on mri in multiple myeloma: comparative study of whole-body diffusion-weighted and lumbar spinal mri |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7046272/ https://www.ncbi.nlm.nih.gov/pubmed/32106239 http://dx.doi.org/10.1371/journal.pone.0229607 |
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